From e112e73ba7a8712bb63e90a1675e7d58703b8f61 Mon Sep 17 00:00:00 2001 From: Ross Wightman Date: Thu, 30 Oct 2025 15:54:12 -0700 Subject: [PATCH 1/2] Update result csvs --- results/results-imagenet-a-clean.csv | 3003 ++++++++-------- results/results-imagenet-a.csv | 3005 +++++++++-------- results/results-imagenet-r-clean.csv | 3003 ++++++++-------- results/results-imagenet-r.csv | 3005 +++++++++-------- results/results-imagenet-real.csv | 3005 +++++++++-------- results/results-imagenet.csv | 2875 ++++++++-------- .../results-imagenetv2-matched-frequency.csv | 3005 +++++++++-------- results/results-sketch.csv | 3005 +++++++++-------- 8 files changed, 12405 insertions(+), 11501 deletions(-) diff --git a/results/results-imagenet-a-clean.csv b/results/results-imagenet-a-clean.csv index 0d0172daaa..34edb7f86d 100644 --- a/results/results-imagenet-a-clean.csv +++ b/results/results-imagenet-a-clean.csv @@ -1,1446 +1,1559 @@ model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.940,1.060,99.910,0.090,305.08,1.000,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,98.850,1.150,99.840,0.160,305.08,1.000,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.830,1.170,99.880,0.120,305.08,1.000,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,98.820,1.180,99.900,0.100,"1,014.45",1.000,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.810,1.190,99.900,0.100,"1,013.01",1.000,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,98.810,1.190,99.820,0.180,"1,013.01",1.000,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,98.750,1.250,99.810,0.190,304.53,1.000,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,98.730,1.270,99.790,0.210,305.08,1.000,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,98.720,1.280,99.870,0.130,304.53,1.000,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,98.670,1.330,99.860,0.140,660.29,1.000,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,98.640,1.360,99.800,0.200,119.88,1.000,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,98.630,1.370,99.800,0.200,87.12,1.000,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,98.620,1.380,99.800,0.200,475.77,1.000,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,98.610,1.390,99.790,0.210,212.33,1.000,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,98.590,1.410,99.870,0.130,660.29,1.000,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,98.560,1.440,99.830,0.170,305.67,1.000,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,98.550,1.450,99.760,0.240,304.43,0.950,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,98.540,1.460,99.820,0.180,480.31,0.960,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,98.520,1.480,99.750,0.250,119.65,1.000,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,98.500,1.500,99.840,0.160,480.31,0.936,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,98.500,1.500,99.820,0.180,305.00,1.000,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,98.500,1.500,99.780,0.220,475.32,1.000,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,98.490,1.510,99.750,0.250,212.03,1.000,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,98.480,1.520,99.750,0.250,200.13,1.000,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,98.460,1.540,99.750,0.250,304.76,1.000,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,98.460,1.540,99.750,0.250,"1,012.56",0.900,bicubic -regnety_1280.swag_ft_in1k,384,98.450,1.550,99.880,0.120,644.81,1.000,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,98.440,1.560,99.820,0.180,98.75,1.000,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,98.440,1.560,99.820,0.180,846.47,1.000,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,98.440,1.560,99.820,0.180,87.12,1.000,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.430,1.570,99.820,0.180,632.46,1.000,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,98.430,1.570,99.770,0.230,304.14,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,98.420,1.580,99.810,0.190,350.20,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,98.380,1.620,99.760,0.240,197.96,1.000,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,98.360,1.640,99.830,0.170,304.14,1.000,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,98.360,1.640,99.780,0.220,88.72,1.000,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.330,1.670,99.760,0.240,304.53,1.000,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,98.290,1.710,99.780,0.220,632.05,1.000,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,98.280,1.720,99.770,0.230,200.13,1.000,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,98.270,1.730,99.770,0.230,304.53,1.000,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,98.260,1.740,99.830,0.170,99.88,1.000,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,98.260,1.740,99.770,0.230,116.09,1.000,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,98.260,1.740,99.760,0.240,200.13,1.000,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,98.260,1.740,99.750,0.250,197.77,1.000,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,98.250,1.750,99.800,0.200,304.72,1.000,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,98.230,1.770,99.720,0.280,304.20,1.000,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,98.230,1.770,99.720,0.280,304.53,1.000,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,98.200,1.800,99.780,0.220,149.39,1.000,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,98.190,1.810,99.660,0.340,86.86,0.950,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,98.180,1.820,99.770,0.230,116.14,1.000,bicubic -caformer_b36.sail_in22k_ft_in1k,224,98.170,1.830,99.770,0.230,98.75,1.000,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,98.170,1.830,99.760,0.240,304.43,0.900,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,98.170,1.830,99.750,0.250,304.37,1.000,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,98.170,1.830,99.730,0.270,632.13,1.000,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,98.160,1.840,99.730,0.270,64.27,1.000,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,98.160,1.840,99.710,0.290,196.74,1.000,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,98.160,1.840,99.670,0.330,304.20,1.000,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,98.150,1.850,99.750,0.250,56.20,1.000,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,98.140,1.860,99.780,0.220,87.92,1.000,bicubic -convnext_large.fb_in22k_ft_in1k,288,98.130,1.870,99.750,0.250,197.77,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,98.120,1.880,99.770,0.230,350.20,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,98.110,1.890,99.780,0.220,197.96,1.000,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,98.100,1.900,99.650,0.350,88.59,1.000,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,98.080,1.920,99.760,0.240,304.20,1.000,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,98.070,1.930,99.690,0.310,73.88,1.000,bicubic -regnety_320.swag_ft_in1k,384,98.060,1.940,99.860,0.140,145.05,1.000,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,98.060,1.940,99.750,0.250,88.72,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,98.050,1.950,99.750,0.250,88.59,1.000,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,98.030,1.970,99.730,0.270,632.05,1.000,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,98.020,1.980,99.690,0.310,57.05,1.000,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,98.020,1.980,99.690,0.310,196.74,1.000,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,98.010,1.990,99.660,0.340,86.86,1.000,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,98.000,2.000,99.720,0.280,39.30,1.000,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,97.980,2.020,99.700,0.300,200.13,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,97.960,2.040,99.700,0.300,93.59,1.000,bicubic -convformer_b36.sail_in22k_ft_in1k,224,97.950,2.050,99.760,0.240,99.88,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.950,2.050,99.730,0.270,93.59,0.950,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,97.950,2.050,99.620,0.380,672.78,0.900,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,97.940,2.060,99.790,0.210,57.87,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,97.930,2.070,99.770,0.230,197.96,0.875,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,97.930,2.070,99.680,0.320,93.59,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,97.920,2.080,99.680,0.320,350.20,0.875,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,97.920,2.080,99.660,0.340,304.43,0.950,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,97.910,2.090,99.690,0.310,88.72,0.875,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,97.910,2.090,99.650,0.350,304.20,1.000,bicubic -convnextv2_huge.fcmae_ft_in1k,288,97.900,2.100,99.690,0.310,660.29,1.000,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,97.900,2.100,99.630,0.370,21.27,1.000,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,97.900,2.100,99.570,0.430,208.12,1.000,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,97.890,2.110,99.720,0.280,66.35,0.949,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,97.870,2.130,99.760,0.240,44.82,1.000,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,97.870,2.130,99.710,0.290,87.90,1.000,bicubic -convnext_large.fb_in22k_ft_in1k,224,97.850,2.150,99.690,0.310,197.77,0.875,bicubic -convnext_base.fb_in22k_ft_in1k,288,97.850,2.150,99.680,0.320,88.59,1.000,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,97.850,2.150,99.670,0.330,329.09,1.000,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,97.850,2.150,99.640,0.360,40.01,1.000,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,97.840,2.160,99.680,0.320,86.88,1.000,bicubic -caformer_m36.sail_in22k_ft_in1k,224,97.840,2.160,99.670,0.330,56.20,1.000,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,97.840,2.160,99.660,0.340,196.74,0.900,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,97.830,2.170,99.760,0.240,118.52,1.000,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,97.830,2.170,99.700,0.300,86.74,1.000,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,97.830,2.170,99.670,0.330,86.86,1.000,bicubic -maxvit_large_tf_512.in1k,512,97.830,2.170,99.560,0.440,212.33,1.000,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,97.810,2.190,99.690,0.310,75.26,1.000,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,97.810,2.190,99.610,0.390,54.14,1.000,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,97.800,2.200,99.690,0.310,75.26,1.000,bicubic -convnext_small.in12k_ft_in1k_384,384,97.800,2.200,99.650,0.350,50.22,1.000,bicubic -maxvit_base_tf_512.in1k,512,97.800,2.200,99.610,0.390,119.88,1.000,bicubic -regnety_160.swag_ft_in1k,384,97.790,2.210,99.760,0.240,83.59,1.000,bicubic -volo_d5_512.sail_in1k,512,97.790,2.210,99.670,0.330,296.09,1.150,bicubic -dm_nfnet_f6.dm_in1k,576,97.780,2.220,99.660,0.340,438.36,0.956,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.780,2.220,99.640,0.360,116.14,0.950,bicubic -dm_nfnet_f5.dm_in1k,544,97.780,2.220,99.590,0.410,377.21,0.954,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,97.770,2.230,99.710,0.290,31.76,1.000,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.770,2.230,99.600,0.400,60.60,1.000,bicubic -maxvit_small_tf_512.in1k,512,97.760,2.240,99.550,0.450,69.13,1.000,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.750,2.250,99.700,0.300,116.09,0.950,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,97.750,2.250,99.630,0.370,86.86,1.000,bicubic -volo_d5_448.sail_in1k,448,97.750,2.250,99.620,0.380,295.91,1.150,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,97.740,2.260,99.640,0.360,86.58,0.900,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,97.710,2.290,99.640,0.360,64.11,0.950,bicubic -dm_nfnet_f6.dm_in1k,448,97.710,2.290,99.610,0.390,438.36,0.956,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,97.700,2.300,99.680,0.320,86.53,0.900,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,97.680,2.320,99.720,0.280,87.92,0.900,bicubic -volo_d4_448.sail_in1k,448,97.680,2.320,99.610,0.390,193.41,1.150,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,97.670,2.330,99.550,0.450,186.27,1.000,bicubic -regnety_1280.swag_lc_in1k,224,97.660,2.340,99.640,0.360,644.81,0.965,bicubic -convnextv2_large.fcmae_ft_in1k,288,97.660,2.340,99.600,0.400,197.96,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,97.650,2.350,99.690,0.310,93.59,0.875,bicubic -convnextv2_huge.fcmae_ft_in1k,224,97.650,2.350,99.620,0.380,660.29,0.875,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,97.650,2.350,99.570,0.430,196.53,0.900,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,97.640,2.360,99.590,0.410,304.33,0.900,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,97.640,2.360,99.570,0.430,73.88,0.950,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,97.630,2.370,99.620,0.380,64.11,0.950,bicubic -dm_nfnet_f4.dm_in1k,512,97.630,2.370,99.540,0.460,316.07,0.951,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,97.620,2.380,99.600,0.400,50.22,1.000,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,97.620,2.380,99.590,0.410,43.04,0.942,bicubic -caformer_s36.sail_in22k_ft_in1k,224,97.610,2.390,99.610,0.390,39.30,1.000,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,97.610,2.390,99.600,0.400,75.26,0.965,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,97.610,2.390,99.590,0.410,21.23,1.000,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,97.610,2.390,99.550,0.450,88.59,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,97.600,2.400,99.720,0.280,88.59,1.000,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,97.590,2.410,99.670,0.330,86.58,0.900,bicubic -convformer_m36.sail_in22k_ft_in1k,224,97.590,2.410,99.620,0.380,57.05,1.000,bicubic -maxvit_base_tf_384.in1k,384,97.590,2.410,99.580,0.420,119.65,1.000,bicubic -efficientvit_l3.r384_in1k,384,97.590,2.410,99.520,0.480,246.04,1.000,bicubic -maxvit_large_tf_384.in1k,384,97.590,2.410,99.520,0.480,212.03,1.000,bicubic -maxvit_tiny_tf_512.in1k,512,97.580,2.420,99.560,0.440,31.05,1.000,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,97.550,2.450,99.660,0.340,86.86,1.000,bicubic -volo_d3_448.sail_in1k,448,97.550,2.450,99.550,0.450,86.63,1.000,bicubic -convformer_b36.sail_in1k_384,384,97.540,2.460,99.520,0.480,99.88,1.000,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,97.540,2.460,99.510,0.490,86.57,0.950,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,97.540,2.460,99.480,0.520,189.10,1.000,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,97.530,2.470,99.600,0.400,73.87,0.950,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,97.530,2.470,99.540,0.460,188.93,1.000,bicubic -caformer_b36.sail_in1k_384,384,97.510,2.490,99.580,0.420,98.75,1.000,bicubic -tf_efficientnetv2_l.in1k,480,97.510,2.490,99.550,0.450,118.52,1.000,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,97.500,2.500,99.640,0.360,30.39,0.934,bicubic -convnext_base.fb_in22k_ft_in1k,224,97.500,2.500,99.610,0.390,88.59,0.875,bicubic -regnety_160.sw_in12k_ft_in1k,288,97.500,2.500,99.600,0.400,83.59,1.000,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,97.490,2.510,99.620,0.380,86.59,1.000,bicubic -cait_m48_448.fb_dist_in1k,448,97.490,2.510,99.600,0.400,356.46,1.000,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,97.480,2.520,99.640,0.360,936.53,1.000,bilinear -dm_nfnet_f3.dm_in1k,416,97.480,2.520,99.560,0.440,254.92,0.940,bicubic -dm_nfnet_f5.dm_in1k,416,97.470,2.530,99.520,0.480,377.21,0.954,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,97.460,2.540,99.640,0.360,118.52,1.000,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,97.450,2.550,99.640,0.360,39.03,0.950,bicubic -caformer_m36.sail_in1k_384,384,97.450,2.550,99.600,0.400,56.20,1.000,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,97.450,2.550,99.600,0.400,75.26,0.965,bicubic -regnety_160.lion_in12k_ft_in1k,288,97.450,2.550,99.600,0.400,83.59,1.000,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,97.450,2.550,99.540,0.460,86.57,0.950,bicubic -deit3_large_patch16_384.fb_in1k,384,97.440,2.560,99.630,0.370,304.76,1.000,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,97.440,2.560,99.590,0.410,26.34,1.000,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,97.440,2.560,99.460,0.540,213.74,0.900,bicubic -hgnet_base.ssld_in1k,288,97.430,2.570,99.620,0.380,71.58,1.000,bicubic -flexivit_large.1200ep_in1k,240,97.420,2.580,99.600,0.400,304.36,0.950,bicubic -efficientvit_l3.r320_in1k,320,97.410,2.590,99.390,0.610,246.04,1.000,bicubic -caformer_s36.sail_in1k_384,384,97.400,2.600,99.540,0.460,39.30,1.000,bicubic -cait_m36_384.fb_dist_in1k,384,97.400,2.600,99.510,0.490,271.22,1.000,bicubic -maxvit_small_tf_384.in1k,384,97.400,2.600,99.500,0.500,69.02,1.000,bicubic -convformer_m36.sail_in1k_384,384,97.400,2.600,99.470,0.530,57.05,1.000,bicubic -efficientvit_l2.r384_in1k,384,97.400,2.600,99.420,0.580,63.71,1.000,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,97.390,2.610,99.550,0.450,30.39,1.000,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,97.390,2.610,99.380,0.620,208.12,1.000,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,97.380,2.620,99.680,0.320,468.53,0.875,bilinear -nextvit_large.bd_ssld_6m_in1k,224,97.380,2.620,99.670,0.330,57.87,0.950,bicubic -volo_d5_224.sail_in1k,224,97.380,2.620,99.570,0.430,295.46,0.960,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,97.370,2.630,99.670,0.330,39.57,1.000,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,97.370,2.630,99.520,0.480,88.30,1.000,bicubic -convnextv2_large.fcmae_ft_in1k,224,97.350,2.650,99.550,0.450,197.96,0.875,bicubic -cait_s36_384.fb_dist_in1k,384,97.350,2.650,99.530,0.470,68.37,1.000,bicubic -convnext_small.fb_in22k_ft_in1k,288,97.350,2.650,99.530,0.470,50.22,1.000,bicubic -dm_nfnet_f4.dm_in1k,384,97.350,2.650,99.480,0.520,316.07,0.951,bicubic -convnext_small.in12k_ft_in1k,288,97.340,2.660,99.580,0.420,50.22,1.000,bicubic -convnext_tiny.in12k_ft_in1k_384,384,97.330,2.670,99.600,0.400,28.59,1.000,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,97.330,2.670,99.480,0.520,88.34,1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,97.330,2.670,99.480,0.520,60.40,0.950,bicubic -volo_d2_384.sail_in1k,384,97.320,2.680,99.590,0.410,58.87,1.000,bicubic -maxvit_tiny_tf_384.in1k,384,97.310,2.690,99.500,0.500,30.98,1.000,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,97.310,2.690,99.460,0.540,84.40,1.000,bicubic -volo_d4_224.sail_in1k,224,97.300,2.700,99.530,0.470,192.96,0.960,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,97.300,2.700,99.510,0.490,84.32,1.000,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,97.280,2.720,99.600,0.400,47.63,1.000,bicubic -flexivit_large.600ep_in1k,240,97.280,2.720,99.590,0.410,304.36,0.950,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,97.280,2.720,99.560,0.440,26.77,1.000,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,97.280,2.720,99.520,0.480,87.77,0.900,bicubic -convformer_s36.sail_in1k_384,384,97.280,2.720,99.430,0.570,40.01,1.000,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,97.270,2.730,99.660,0.340,39.57,1.000,bicubic -nextvit_base.bd_ssld_6m_in1k,224,97.270,2.730,99.660,0.340,44.82,0.950,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,97.270,2.730,99.560,0.440,88.59,1.000,bicubic -regnety_120.sw_in12k_ft_in1k,288,97.270,2.730,99.540,0.460,51.82,1.000,bicubic -inception_next_base.sail_in1k_384,384,97.270,2.730,99.520,0.480,86.67,1.000,bicubic -tf_efficientnetv2_l.in1k,384,97.270,2.730,99.500,0.500,118.52,1.000,bicubic -regnety_160.lion_in12k_ft_in1k,224,97.250,2.750,99.540,0.460,83.59,0.950,bicubic -flexivit_large.300ep_in1k,240,97.250,2.750,99.490,0.510,304.36,0.950,bicubic -convnextv2_base.fcmae_ft_in1k,288,97.240,2.760,99.550,0.450,88.72,1.000,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,97.240,2.760,99.540,0.460,28.64,1.000,bicubic -regnety_2560.seer_ft_in1k,384,97.240,2.760,99.510,0.490,"1,282.60",1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,97.230,2.770,99.590,0.410,60.40,0.950,bicubic -tf_efficientnetv2_m.in1k,480,97.230,2.770,99.530,0.470,54.14,1.000,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,97.230,2.770,99.470,0.530,26.21,1.000,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,97.220,2.780,99.590,0.410,88.79,0.875,bilinear -regnety_160.sw_in12k_ft_in1k,224,97.220,2.780,99.580,0.420,83.59,0.950,bicubic -convnext_small.in12k_ft_in1k,224,97.210,2.790,99.600,0.400,50.22,0.950,bicubic -tf_efficientnet_b7.ap_in1k,600,97.210,2.790,99.540,0.460,66.35,0.949,bicubic -regnetz_e8.ra3_in1k,320,97.210,2.790,99.500,0.500,57.70,1.000,bicubic -tf_efficientnet_b8.ra_in1k,672,97.210,2.790,99.500,0.500,87.41,0.954,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,97.210,2.790,99.470,0.530,54.14,1.000,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,97.200,2.800,99.490,0.510,21.20,0.950,bicubic -dm_nfnet_f3.dm_in1k,320,97.190,2.810,99.540,0.460,254.92,0.940,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,97.180,2.820,99.560,0.440,32.59,1.000,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,97.180,2.820,99.560,0.440,98.95,1.000,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,97.180,2.820,99.430,0.570,34.36,0.950,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,97.170,2.830,99.580,0.420,32.59,1.000,bicubic -regnety_120.sw_in12k_ft_in1k,224,97.170,2.830,99.520,0.480,51.82,0.950,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,97.170,2.830,99.460,0.540,86.53,0.900,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,97.170,2.830,99.390,0.610,38.88,0.950,bicubic -regnety_320.swag_lc_in1k,224,97.160,2.840,99.670,0.330,145.05,0.965,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,97.160,2.840,99.540,0.460,86.57,0.900,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,97.150,2.850,99.470,0.530,22.13,1.000,bicubic -coat_lite_medium_384.in1k,384,97.150,2.850,99.450,0.550,44.57,1.000,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,97.130,2.870,99.500,0.500,22.21,1.000,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,97.130,2.870,99.440,0.560,47.67,1.000,bicubic -tf_efficientnet_b8.ap_in1k,672,97.120,2.880,99.660,0.340,87.41,0.954,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,97.120,2.880,99.610,0.390,39.57,0.965,bicubic -tf_efficientnet_b6.ap_in1k,528,97.120,2.880,99.600,0.400,43.04,0.942,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,97.120,2.880,99.460,0.540,86.57,1.000,bicubic -dm_nfnet_f2.dm_in1k,352,97.110,2.890,99.510,0.490,193.78,0.920,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,97.110,2.890,99.500,0.500,28.59,1.000,bicubic -volo_d3_224.sail_in1k,224,97.110,2.890,99.460,0.540,86.33,0.960,bicubic -ecaresnet269d.ra2_in1k,320,97.110,2.890,99.400,0.600,102.09,0.950,bicubic -convnext_tiny.in12k_ft_in1k,288,97.100,2.900,99.520,0.480,28.59,1.000,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,97.100,2.900,99.520,0.480,88.30,0.950,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,97.090,2.910,99.480,0.520,86.57,0.900,bicubic -ecaresnet269d.ra2_in1k,352,97.090,2.910,99.460,0.540,102.09,1.000,bicubic -convnext_large.fb_in1k,288,97.090,2.910,99.450,0.550,197.77,1.000,bicubic -hgnet_base.ssld_in1k,224,97.080,2.920,99.610,0.390,71.58,0.965,bicubic -convformer_s36.sail_in22k_ft_in1k,224,97.080,2.920,99.550,0.450,40.01,1.000,bicubic -eca_nfnet_l2.ra3_in1k,384,97.080,2.920,99.510,0.490,56.72,1.000,bicubic -caformer_s18.sail_in1k_384,384,97.070,2.930,99.420,0.580,26.34,1.000,bicubic -cait_s24_384.fb_dist_in1k,384,97.070,2.930,99.420,0.580,47.06,1.000,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,97.060,2.940,99.610,0.390,86.53,0.900,bicubic -dm_nfnet_f1.dm_in1k,320,97.060,2.940,99.390,0.610,132.63,0.910,bicubic -efficientvit_l2.r288_in1k,288,97.060,2.940,99.370,0.630,63.71,1.000,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,97.050,2.950,99.420,0.580,188.93,1.000,bicubic -hrnet_w48_ssld.paddle_in1k,288,97.040,2.960,99.640,0.360,77.47,1.000,bilinear -convformer_s18.sail_in1k_384,384,97.040,2.960,99.370,0.630,26.77,1.000,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,97.030,2.970,99.570,0.430,39.57,0.965,bicubic -efficientvit_l3.r256_in1k,256,97.030,2.970,99.230,0.770,246.04,1.000,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,97.020,2.980,99.590,0.410,236.34,1.000,bilinear -maxvit_large_tf_224.in1k,224,97.020,2.980,99.240,0.760,211.79,0.950,bicubic -nextvit_large.bd_in1k_384,384,97.010,2.990,99.510,0.490,57.87,1.000,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,97.010,2.990,99.500,0.500,387.93,1.000,bilinear -deit3_base_patch16_384.fb_in1k,384,97.010,2.990,99.360,0.640,86.88,1.000,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,97.010,2.990,99.310,0.690,32.59,0.950,bicubic -efficientvit_l3.r224_in1k,224,97.010,2.990,99.240,0.760,246.04,1.000,bicubic -efficientnetv2_rw_m.agc_in1k,416,97.000,3.000,99.530,0.470,53.24,1.000,bicubic -tf_efficientnet_b7.ra_in1k,600,97.000,3.000,99.520,0.480,66.35,0.949,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,97.000,3.000,99.490,0.510,87.63,1.000,bicubic -caformer_b36.sail_in1k,224,97.000,3.000,99.350,0.650,98.75,1.000,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,96.990,3.010,99.430,0.570,38.85,1.000,bicubic -volo_d2_224.sail_in1k,224,96.990,3.010,99.390,0.610,58.68,0.960,bicubic -deit3_large_patch16_224.fb_in1k,224,96.980,3.020,99.330,0.670,304.37,0.900,bicubic -maxvit_base_tf_224.in1k,224,96.980,3.020,99.270,0.730,119.47,0.950,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,96.970,3.030,99.580,0.420,19.34,0.922,bicubic -convnext_small.fb_in22k_ft_in1k,224,96.970,3.030,99.410,0.590,50.22,0.875,bicubic -nextvit_small.bd_ssld_6m_in1k,224,96.960,3.040,99.480,0.520,31.76,0.950,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,96.950,3.050,99.400,0.600,26.25,1.000,bicubic -mvitv2_large.fb_in1k,224,96.940,3.060,99.400,0.600,217.99,0.900,bicubic -seresnextaa101d_32x8d.ah_in1k,288,96.940,3.060,99.390,0.610,93.59,1.000,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,96.940,3.060,99.340,0.660,69.90,0.900,bicubic -hgnet_small.ssld_in1k,288,96.930,3.070,99.560,0.440,24.36,1.000,bicubic -volo_d1_384.sail_in1k,384,96.930,3.070,99.520,0.480,26.78,1.000,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,96.930,3.070,99.380,0.620,84.32,1.000,bicubic -davit_base.msft_in1k,224,96.930,3.070,99.250,0.750,87.95,0.950,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,96.920,3.080,99.590,0.410,194.03,0.875,bilinear -resnetrs420.tf_in1k,416,96.910,3.090,99.460,0.540,191.89,1.000,bicubic -nextvit_base.bd_in1k_384,384,96.910,3.090,99.400,0.600,44.82,1.000,bicubic -rdnet_large.nv_in1k,224,96.910,3.090,99.400,0.600,186.27,0.900,bicubic -convformer_b36.sail_in1k,224,96.910,3.090,99.230,0.770,99.88,1.000,bicubic -convnextv2_base.fcmae_ft_in1k,224,96.900,3.100,99.420,0.580,88.72,0.875,bicubic -deit3_huge_patch14_224.fb_in1k,224,96.890,3.110,99.480,0.520,632.13,0.900,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,96.890,3.110,99.470,0.530,47.63,1.000,bicubic -caformer_m36.sail_in1k,224,96.890,3.110,99.440,0.560,56.20,1.000,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,96.880,3.120,99.530,0.470,86.57,0.900,bicubic -regnety_1280.seer_ft_in1k,384,96.880,3.120,99.390,0.610,644.81,1.000,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,96.870,3.130,99.360,0.640,32.59,0.950,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,96.850,3.150,99.520,0.480,34.81,1.000,bicubic -efficientvit_l2.r256_in1k,256,96.850,3.150,99.300,0.700,63.71,1.000,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,96.840,3.160,99.450,0.550,28.64,1.000,bicubic -efficientvit_l2.r224_in1k,224,96.840,3.160,99.250,0.750,63.71,1.000,bicubic -regnety_160.swag_lc_in1k,224,96.830,3.170,99.660,0.340,83.59,0.965,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,96.830,3.170,99.530,0.470,19.80,1.000,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,96.830,3.170,99.450,0.550,236.34,1.000,bicubic -regnety_640.seer_ft_in1k,384,96.830,3.170,99.400,0.600,281.38,1.000,bicubic -convnext_base.fb_in1k,288,96.820,3.180,99.420,0.580,88.59,1.000,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,96.820,3.180,99.370,0.630,189.10,1.000,bicubic -nextvit_small.bd_in1k_384,384,96.820,3.180,99.300,0.700,31.76,1.000,bicubic -seresnet152d.ra2_in1k,320,96.800,3.200,99.450,0.550,66.84,1.000,bicubic -tf_efficientnetv2_m.in1k,384,96.800,3.200,99.410,0.590,54.14,1.000,bicubic -fastvit_ma36.apple_dist_in1k,256,96.800,3.200,99.330,0.670,44.07,0.950,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,96.790,3.210,99.370,0.630,66.01,0.950,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,96.790,3.210,99.330,0.670,328.99,0.900,bicubic -seresnext101_32x8d.ah_in1k,288,96.780,3.220,99.350,0.650,93.57,1.000,bicubic -resnetrs350.tf_in1k,384,96.770,3.230,99.340,0.660,163.96,1.000,bicubic -swinv2_base_window16_256.ms_in1k,256,96.770,3.230,99.330,0.670,87.92,0.900,bicubic -mvitv2_base.fb_in1k,224,96.770,3.230,99.250,0.750,51.47,0.900,bicubic -flexivit_base.1200ep_in1k,240,96.760,3.240,99.360,0.640,86.59,0.950,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,96.750,3.250,99.420,0.580,21.46,1.000,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,96.750,3.250,99.370,0.630,26.21,1.000,bicubic -convnext_large.fb_in1k,224,96.750,3.250,99.300,0.700,197.77,0.875,bicubic -eca_nfnet_l1.ra2_in1k,320,96.750,3.250,99.290,0.710,41.41,1.000,bicubic -convnext_tiny.in12k_ft_in1k,224,96.740,3.260,99.460,0.540,28.59,0.950,bicubic -edgenext_base.in21k_ft_in1k,320,96.740,3.260,99.420,0.580,18.51,1.000,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,96.730,3.270,99.540,0.460,217.32,1.000,bilinear -caformer_s36.sail_in1k,224,96.730,3.270,99.370,0.630,39.30,1.000,bicubic -seresnext101d_32x8d.ah_in1k,288,96.730,3.270,99.360,0.640,93.59,1.000,bicubic -resnet200d.ra2_in1k,320,96.730,3.270,99.340,0.660,64.69,1.000,bicubic -dm_nfnet_f2.dm_in1k,256,96.730,3.270,99.300,0.700,193.78,0.920,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,96.720,3.280,99.520,0.480,19.80,1.000,bicubic -regnetz_040_h.ra3_in1k,320,96.720,3.280,99.500,0.500,28.94,1.000,bicubic -edgenext_base.usi_in1k,320,96.720,3.280,99.430,0.570,18.51,1.000,bicubic -resnetrs200.tf_in1k,320,96.720,3.280,99.360,0.640,93.21,1.000,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,96.710,3.290,99.510,0.490,86.86,1.000,bicubic -caformer_s18.sail_in22k_ft_in1k,224,96.710,3.290,99.480,0.520,26.34,1.000,bicubic -regnetz_040.ra3_in1k,320,96.710,3.290,99.480,0.520,27.12,1.000,bicubic -tf_efficientnet_b5.ap_in1k,456,96.710,3.290,99.450,0.550,30.39,0.934,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,96.700,3.300,99.480,0.520,22.20,1.000,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,96.700,3.300,99.390,0.610,37.76,1.000,bicubic -resnetrs270.tf_in1k,352,96.700,3.300,99.350,0.650,129.86,1.000,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,96.700,3.300,99.240,0.760,34.36,0.950,bicubic -maxvit_small_tf_224.in1k,224,96.690,3.310,99.370,0.630,68.93,0.950,bicubic -regnetz_e8.ra3_in1k,256,96.690,3.310,99.350,0.650,57.70,0.940,bicubic -rdnet_base.nv_in1k,224,96.690,3.310,99.240,0.760,87.45,0.900,bicubic -convformer_m36.sail_in1k,224,96.690,3.310,99.070,0.930,57.05,1.000,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,96.680,3.320,99.590,0.410,36.47,1.000,bicubic -repvgg_d2se.rvgg_in1k,320,96.680,3.320,99.370,0.630,133.33,1.000,bilinear -tf_efficientnet_b6.aa_in1k,528,96.680,3.320,99.370,0.630,43.04,0.942,bicubic -resnetrs350.tf_in1k,288,96.680,3.320,99.290,0.710,163.96,1.000,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,96.670,3.330,99.500,0.500,38.86,0.950,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,96.670,3.330,99.360,0.640,44.57,1.000,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,96.670,3.330,99.330,0.670,22.06,1.000,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,96.670,3.330,99.160,0.840,41.72,0.950,bicubic -flexivit_base.600ep_in1k,240,96.650,3.350,99.330,0.670,86.59,0.950,bicubic -davit_small.msft_in1k,224,96.640,3.360,99.370,0.630,49.75,0.950,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,96.640,3.360,99.360,0.640,34.81,0.950,bicubic -regnetz_d8.ra3_in1k,320,96.630,3.370,99.460,0.540,23.37,1.000,bicubic -hgnet_small.ssld_in1k,224,96.630,3.370,99.420,0.580,24.36,0.965,bicubic -efficientvit_b3.r288_in1k,288,96.630,3.370,99.220,0.780,48.65,1.000,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,96.620,3.380,99.280,0.720,84.40,1.000,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,96.620,3.380,99.220,0.780,63.95,0.950,bicubic -resnest200e.in1k,320,96.610,3.390,99.350,0.650,70.20,0.909,bicubic -convformer_s18.sail_in22k_ft_in1k,224,96.610,3.390,99.340,0.660,26.77,1.000,bicubic -resnetrs420.tf_in1k,320,96.610,3.390,99.300,0.700,191.89,1.000,bicubic -flexivit_base.300ep_in1k,240,96.610,3.390,99.270,0.730,86.59,0.950,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,96.600,3.400,99.540,0.460,194.03,0.875,bilinear -resmlp_big_24_224.fb_in22k_ft_in1k,224,96.600,3.400,99.500,0.500,129.14,0.875,bicubic -regnetz_d32.ra3_in1k,320,96.600,3.400,99.380,0.620,27.58,0.950,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,96.600,3.400,99.290,0.710,37.76,1.000,bicubic -efficientnetv2_rw_m.agc_in1k,320,96.590,3.410,99.430,0.570,53.24,1.000,bicubic -eca_nfnet_l2.ra3_in1k,320,96.590,3.410,99.410,0.590,56.72,0.900,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,96.590,3.410,99.310,0.690,51.52,0.900,bicubic -focalnet_base_srf.ms_in1k,224,96.590,3.410,99.160,0.840,88.15,0.900,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,96.580,3.420,99.320,0.680,12.11,1.000,bicubic -swin_base_patch4_window12_384.ms_in1k,384,96.580,3.420,99.240,0.760,87.90,1.000,bicubic -convformer_s36.sail_in1k,224,96.580,3.420,99.160,0.840,40.01,1.000,bicubic -regnetz_d8_evos.ch_in1k,320,96.570,3.430,99.460,0.540,23.46,1.000,bicubic -cait_xs24_384.fb_dist_in1k,384,96.570,3.430,99.420,0.580,26.67,1.000,bicubic -resnetrs152.tf_in1k,320,96.570,3.430,99.240,0.760,86.62,1.000,bicubic -convnext_small.fb_in1k,288,96.560,3.440,99.340,0.660,50.22,1.000,bicubic -gcvit_base.in1k,224,96.560,3.440,99.230,0.770,90.32,0.875,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,96.560,3.440,99.130,0.870,64.90,0.900,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,96.550,3.450,99.410,0.590,49.61,0.900,bicubic -swinv2_base_window8_256.ms_in1k,256,96.550,3.450,99.280,0.720,87.92,0.900,bicubic -inception_next_base.sail_in1k,224,96.550,3.450,99.090,0.910,86.67,0.950,bicubic -efficientnetv2_rw_s.ra2_in1k,384,96.540,3.460,99.360,0.640,23.94,1.000,bicubic -tf_efficientnet_b7.aa_in1k,600,96.540,3.460,99.310,0.690,66.35,0.949,bicubic -crossvit_18_dagger_408.in1k,408,96.530,3.470,99.260,0.740,44.61,1.000,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,96.530,3.470,99.080,0.920,73.88,0.950,bicubic -resnest269e.in1k,416,96.520,3.480,99.370,0.630,110.93,0.928,bicubic -regnety_080.ra3_in1k,288,96.520,3.480,99.330,0.670,39.18,1.000,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,96.510,3.490,99.380,0.620,19.80,0.965,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,96.500,3.500,99.410,0.590,88.30,1.000,bicubic -fastvit_ma36.apple_in1k,256,96.490,3.510,99.300,0.700,44.07,0.950,bicubic -regnetz_040.ra3_in1k,256,96.480,3.520,99.410,0.590,27.12,1.000,bicubic -tf_efficientnet_b5.aa_in1k,456,96.480,3.520,99.230,0.770,30.39,0.934,bicubic -focalnet_base_lrf.ms_in1k,224,96.480,3.520,99.130,0.870,88.75,0.900,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,96.470,3.530,99.400,0.600,28.64,0.875,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,96.470,3.530,99.360,0.640,19.80,0.965,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,96.470,3.530,99.300,0.700,86.54,0.875,bilinear -swinv2_small_window16_256.ms_in1k,256,96.470,3.530,99.210,0.790,49.73,0.900,bicubic -coat_lite_medium.in1k,224,96.470,3.530,99.160,0.840,44.57,0.900,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,96.460,3.540,99.320,0.680,129.14,0.875,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,96.460,3.540,99.300,0.700,32.59,1.000,bicubic -seresnext101d_32x8d.ah_in1k,224,96.460,3.540,99.200,0.800,93.59,0.950,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,96.460,3.540,99.190,0.810,37.76,0.950,bicubic -regnetv_064.ra3_in1k,288,96.450,3.550,99.360,0.640,30.58,1.000,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,96.440,3.560,99.480,0.520,44.18,0.875,bilinear -cs3se_edgenet_x.c2ns_in1k,320,96.440,3.560,99.410,0.590,50.72,1.000,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,96.440,3.560,99.130,0.870,86.43,0.950,bicubic -seresnet152d.ra2_in1k,256,96.430,3.570,99.390,0.610,66.84,0.950,bicubic -convnext_base.fb_in1k,224,96.430,3.570,99.230,0.770,88.59,0.875,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,96.430,3.570,99.170,0.830,37.76,0.950,bicubic -xcit_small_24_p8_224.fb_in1k,224,96.430,3.570,99.130,0.870,47.63,1.000,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,96.420,3.580,99.390,0.610,29.15,0.950,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,96.420,3.580,99.250,0.750,38.74,0.950,bicubic -crossvit_15_dagger_408.in1k,408,96.420,3.580,99.160,0.840,28.50,1.000,bicubic -edgenext_base.usi_in1k,256,96.400,3.600,99.380,0.620,18.51,0.950,bicubic -resnetrs270.tf_in1k,256,96.400,3.600,99.250,0.750,129.86,1.000,bicubic -regnetz_d8.ra3_in1k,256,96.400,3.600,99.240,0.760,23.37,0.940,bicubic -cait_s24_224.fb_dist_in1k,224,96.400,3.600,99.150,0.850,46.92,1.000,bicubic -xcit_large_24_p8_224.fb_in1k,224,96.400,3.600,98.980,1.020,188.93,1.000,bicubic -hrnet_w48_ssld.paddle_in1k,224,96.390,3.610,99.410,0.590,77.47,0.950,bilinear -tf_efficientnet_b5.ra_in1k,456,96.390,3.610,99.330,0.670,30.39,0.934,bicubic -seresnext101_32x8d.ah_in1k,224,96.390,3.610,99.230,0.770,93.57,0.950,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,96.390,3.610,99.210,0.790,38.88,0.950,bicubic -resnet152d.ra2_in1k,320,96.380,3.620,99.390,0.610,60.21,1.000,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,96.380,3.620,99.350,0.650,12.23,0.904,bicubic -pvt_v2_b4.in1k,224,96.380,3.620,99.180,0.820,62.56,0.900,bicubic -nextvit_large.bd_in1k,224,96.370,3.630,99.340,0.660,57.87,0.950,bicubic -edgenext_base.in21k_ft_in1k,256,96.360,3.640,99.380,0.620,18.51,0.950,bicubic -regnety_160.deit_in1k,288,96.360,3.640,99.330,0.670,83.59,1.000,bicubic -xception65.ra3_in1k,299,96.360,3.640,99.240,0.760,39.92,0.940,bicubic -regnety_064.ra3_in1k,288,96.360,3.640,99.220,0.780,30.58,1.000,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,96.360,3.640,99.170,0.830,60.23,0.950,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,96.350,3.650,99.470,0.530,16.29,1.000,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,96.350,3.650,99.400,0.600,15.62,1.000,bicubic -repvit_m2_3.dist_450e_in1k,224,96.350,3.650,99.390,0.610,23.69,0.950,bicubic -dm_nfnet_f0.dm_in1k,256,96.350,3.650,99.340,0.660,71.49,0.900,bicubic -regnety_320.seer_ft_in1k,384,96.350,3.650,99.330,0.670,145.05,1.000,bicubic -fastvit_sa36.apple_dist_in1k,256,96.350,3.650,99.250,0.750,31.53,0.900,bicubic -dm_nfnet_f1.dm_in1k,224,96.350,3.650,99.220,0.780,132.63,0.910,bicubic -mvitv2_small.fb_in1k,224,96.350,3.650,99.220,0.780,34.87,0.900,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,96.350,3.650,99.220,0.780,38.88,0.950,bicubic -tf_efficientnetv2_s.in1k,384,96.350,3.650,99.200,0.800,21.46,1.000,bicubic -pvt_v2_b5.in1k,224,96.350,3.650,99.170,0.830,81.96,0.900,bicubic -efficientvit_b3.r256_in1k,256,96.350,3.650,99.110,0.890,48.65,1.000,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,96.340,3.660,99.320,0.680,22.52,0.950,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,96.340,3.660,99.260,0.740,44.57,0.950,bicubic -seresnextaa101d_32x8d.ah_in1k,224,96.330,3.670,99.230,0.770,93.59,0.950,bicubic -rdnet_small.nv_in1k,224,96.330,3.670,99.200,0.800,50.44,0.900,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,96.330,3.670,99.170,0.830,35.01,0.900,bicubic -efficientvit_l1.r224_in1k,224,96.330,3.670,99.050,0.950,52.65,1.000,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,96.320,3.680,99.330,0.670,11.07,1.000,bicubic -volo_d1_224.sail_in1k,224,96.320,3.680,99.310,0.690,26.63,0.960,bicubic -regnetz_040_h.ra3_in1k,256,96.320,3.680,99.300,0.700,28.94,1.000,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,96.320,3.680,99.240,0.760,21.46,1.000,bicubic -swinv2_small_window8_256.ms_in1k,256,96.320,3.680,99.200,0.800,49.73,0.900,bicubic -resnet200d.ra2_in1k,256,96.310,3.690,99.250,0.750,64.69,0.950,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,96.300,3.700,99.420,0.580,88.79,0.875,bilinear -resnet101d.ra2_in1k,320,96.300,3.700,99.230,0.770,44.57,1.000,bicubic -deit3_base_patch16_224.fb_in1k,224,96.290,3.710,99.190,0.810,86.59,0.900,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,96.290,3.710,99.190,0.810,11.00,0.950,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,96.270,3.730,99.480,0.520,16.29,1.000,bicubic -regnetz_d8_evos.ch_in1k,256,96.270,3.730,99.340,0.660,23.46,0.950,bicubic -swin_s3_base_224.ms_in1k,224,96.270,3.730,99.160,0.840,71.13,0.900,bicubic -gcvit_small.in1k,224,96.270,3.730,99.150,0.850,51.09,0.875,bicubic -twins_svt_large.in1k,224,96.260,3.740,99.170,0.830,99.27,0.900,bicubic -inception_next_small.sail_in1k,224,96.250,3.750,99.230,0.770,49.37,0.875,bicubic -nextvit_base.bd_in1k,224,96.250,3.750,99.230,0.770,44.82,0.950,bicubic -eca_nfnet_l1.ra2_in1k,256,96.250,3.750,99.220,0.780,41.41,0.900,bicubic -nest_base_jx.goog_in1k,224,96.250,3.750,99.220,0.780,67.72,0.875,bicubic -pit_b_distilled_224.in1k,224,96.250,3.750,99.130,0.870,74.79,0.900,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,96.240,3.760,99.340,0.660,28.59,0.875,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,96.240,3.760,99.310,0.690,32.59,1.000,bicubic -fastvit_sa36.apple_in1k,256,96.240,3.760,99.170,0.830,31.53,0.900,bicubic -maxvit_tiny_rw_224.sw_in1k,224,96.240,3.760,99.120,0.880,29.06,0.950,bicubic -swin_s3_small_224.ms_in1k,224,96.240,3.760,99.070,0.930,49.74,0.900,bicubic -hgnet_tiny.ssld_in1k,288,96.230,3.770,99.420,0.580,14.74,1.000,bicubic -regnetv_040.ra3_in1k,288,96.230,3.770,99.300,0.700,20.64,1.000,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,96.230,3.770,99.110,0.890,60.40,0.950,bicubic -ecaresnet101d.miil_in1k,288,96.220,3.780,99.310,0.690,44.57,0.950,bicubic -deit3_small_patch16_384.fb_in1k,384,96.220,3.780,99.280,0.720,22.21,1.000,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,96.220,3.780,99.250,0.750,16.52,1.000,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,96.220,3.780,99.240,0.760,14.36,0.900,bicubic -resnet152.a1h_in1k,288,96.220,3.780,99.230,0.770,60.19,1.000,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,96.220,3.780,99.210,0.790,47.67,1.000,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,96.220,3.780,99.130,0.870,49.70,0.900,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,96.210,3.790,99.420,0.580,11.22,1.000,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,96.210,3.790,99.240,0.760,28.64,1.000,bicubic -xception65p.ra3_in1k,299,96.210,3.790,99.180,0.820,39.82,0.940,bicubic -regnetz_d32.ra3_in1k,256,96.200,3.800,99.280,0.720,27.58,0.950,bicubic -resnetrs200.tf_in1k,256,96.200,3.800,99.270,0.730,93.21,1.000,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,96.200,3.800,99.130,0.870,14.25,1.000,bicubic -tiny_vit_21m_224.in1k,224,96.200,3.800,99.130,0.870,21.20,0.950,bicubic -convnext_small.fb_in1k,224,96.200,3.800,99.110,0.890,50.22,0.875,bicubic -gcvit_tiny.in1k,224,96.190,3.810,99.230,0.770,28.22,0.875,bicubic -focalnet_small_lrf.ms_in1k,224,96.190,3.810,99.190,0.810,50.34,0.900,bicubic -caformer_s18.sail_in1k,224,96.190,3.810,99.000,1.000,26.34,1.000,bicubic -repvit_m2_3.dist_300e_in1k,224,96.180,3.820,99.340,0.660,23.69,0.950,bicubic -twins_svt_base.in1k,224,96.180,3.820,99.050,0.950,56.07,0.900,bicubic -tf_efficientnet_b4.ap_in1k,380,96.170,3.830,99.280,0.720,19.34,0.922,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,96.170,3.830,99.200,0.800,11.07,1.000,bicubic -deit_base_patch16_384.fb_in1k,384,96.170,3.830,99.150,0.850,86.86,1.000,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,96.160,3.840,99.250,0.750,46.17,0.875,bilinear -fastvit_sa24.apple_dist_in1k,256,96.160,3.840,99.210,0.790,21.55,0.900,bicubic -efficientnet_b4.ra2_in1k,384,96.160,3.840,99.190,0.810,19.34,1.000,bicubic -twins_pcpvt_large.in1k,224,96.160,3.840,99.190,0.810,60.99,0.900,bicubic -efficientnetv2_rw_s.ra2_in1k,288,96.160,3.840,99.150,0.850,23.94,1.000,bicubic -regnetz_c16_evos.ch_in1k,320,96.150,3.850,99.380,0.620,13.49,0.950,bicubic -resnetv2_101.a1h_in1k,288,96.150,3.850,99.160,0.840,44.54,1.000,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,96.150,3.850,99.110,0.890,32.59,0.950,bicubic -tf_efficientnetv2_s.in1k,300,96.150,3.850,99.090,0.910,21.46,1.000,bicubic -maxvit_tiny_tf_224.in1k,224,96.140,3.860,99.250,0.750,30.92,0.950,bicubic -sequencer2d_l.in1k,224,96.140,3.860,99.160,0.840,54.30,0.875,bicubic -nfnet_l0.ra2_in1k,288,96.130,3.870,99.240,0.760,35.07,1.000,bicubic -resnext101_64x4d.c1_in1k,288,96.130,3.870,99.230,0.770,83.46,1.000,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,96.120,3.880,99.200,0.800,88.22,0.900,bicubic -xcit_medium_24_p8_224.fb_in1k,224,96.120,3.880,98.890,1.110,84.32,1.000,bicubic -efficientformer_l7.snap_dist_in1k,224,96.110,3.890,99.270,0.730,82.23,0.950,bicubic -xcit_small_12_p8_224.fb_in1k,224,96.110,3.890,99.170,0.830,26.21,1.000,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,96.100,3.900,99.280,0.720,44.54,1.000,bilinear -resnetv2_50x1_bit.goog_distilled_in1k,224,96.100,3.900,99.270,0.730,25.55,0.875,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,96.100,3.900,99.190,0.810,87.34,0.900,bicubic -regnetv_064.ra3_in1k,224,96.090,3.910,99.310,0.690,30.58,0.950,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,96.090,3.910,99.310,0.690,236.34,0.875,bicubic -regnety_320.tv2_in1k,224,96.090,3.910,99.230,0.770,145.05,0.965,bicubic -deit3_medium_patch16_224.fb_in1k,224,96.090,3.910,99.190,0.810,38.85,0.900,bicubic -focalnet_small_srf.ms_in1k,224,96.090,3.910,99.160,0.840,49.89,0.900,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,96.090,3.910,99.150,0.850,60.40,0.950,bicubic -swin_base_patch4_window7_224.ms_in1k,224,96.090,3.910,99.040,0.960,87.77,0.900,bicubic -swinv2_cr_small_224.sw_in1k,224,96.090,3.910,98.870,1.130,49.70,0.900,bicubic -tf_efficientnet_b5.in1k,456,96.080,3.920,99.300,0.700,30.39,0.934,bicubic -resnet152d.ra2_in1k,256,96.070,3.930,99.300,0.700,60.21,0.950,bicubic -efficientformerv2_l.snap_dist_in1k,224,96.060,3.940,99.200,0.800,26.32,0.950,bicubic -cs3edgenet_x.c2_in1k,288,96.060,3.940,99.130,0.870,47.82,1.000,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,96.050,3.950,99.240,0.760,11.07,0.950,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,96.050,3.950,99.220,0.780,15.62,1.000,bicubic -regnety_160.deit_in1k,224,96.050,3.950,99.210,0.790,83.59,0.950,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,96.050,3.950,99.130,0.870,6.71,1.000,bicubic -resnet101.a1h_in1k,288,96.040,3.960,99.140,0.860,44.55,1.000,bicubic -cs3sedarknet_x.c2ns_in1k,288,96.040,3.960,99.110,0.890,35.40,1.000,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,96.030,3.970,99.260,0.740,16.78,0.950,bicubic -resnext101_64x4d.tv_in1k,224,96.030,3.970,99.160,0.840,83.46,0.875,bilinear -regnety_080.ra3_in1k,224,96.030,3.970,99.110,0.890,39.18,0.950,bicubic -resnetrs152.tf_in1k,256,96.030,3.970,99.100,0.900,86.62,1.000,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,96.030,3.970,99.090,0.910,18.45,1.000,bicubic -coatnet_1_rw_224.sw_in1k,224,96.030,3.970,99.050,0.950,41.72,0.950,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,96.020,3.980,99.150,0.850,26.25,1.000,bicubic -efficientvit_b3.r224_in1k,224,96.020,3.980,98.920,1.080,48.65,0.950,bicubic -convnext_tiny_hnf.a2h_in1k,288,96.010,3.990,99.080,0.920,28.59,1.000,bicubic -regnety_040.ra3_in1k,288,96.000,4.000,99.200,0.800,20.65,1.000,bicubic -pvt_v2_b3.in1k,224,96.000,4.000,99.190,0.810,45.24,0.900,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,96.000,4.000,98.960,1.040,15.50,0.950,bicubic -convnext_nano.in12k_ft_in1k,288,95.990,4.010,99.310,0.690,15.59,1.000,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,95.990,4.010,99.230,0.770,12.12,1.000,bicubic -regnety_032.ra_in1k,288,95.990,4.010,99.190,0.810,19.44,1.000,bicubic -regnetx_320.tv2_in1k,224,95.990,4.010,99.100,0.900,107.81,0.965,bicubic -resnext101_32x8d.tv2_in1k,224,95.990,4.010,99.090,0.910,88.79,0.965,bilinear -sequencer2d_s.in1k,224,95.990,4.010,99.050,0.950,27.65,0.875,bicubic -hrnet_w18_ssld.paddle_in1k,288,95.980,4.020,99.290,0.710,21.30,1.000,bilinear -hgnetv2_b3.ssld_stage1_in22k_in1k,224,95.980,4.020,99.280,0.720,16.29,0.965,bicubic -efficientvit_b2.r288_in1k,288,95.980,4.020,99.200,0.800,24.33,1.000,bicubic -regnety_160.tv2_in1k,224,95.980,4.020,99.160,0.840,83.59,0.965,bicubic -swinv2_tiny_window16_256.ms_in1k,256,95.980,4.020,99.150,0.850,28.35,0.900,bicubic -regnetz_c16.ra3_in1k,320,95.980,4.020,99.100,0.900,13.46,1.000,bicubic -eca_nfnet_l0.ra2_in1k,288,95.970,4.030,99.210,0.790,24.14,1.000,bicubic -tresnet_xl.miil_in1k_448,448,95.970,4.030,99.120,0.880,78.44,0.875,bilinear -nest_small_jx.goog_in1k,224,95.970,4.030,99.040,0.960,38.35,0.875,bicubic -tf_efficientnet_b4.aa_in1k,380,95.950,4.050,99.170,0.830,19.34,0.922,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,95.950,4.050,99.160,0.840,41.69,0.950,bicubic -cs3se_edgenet_x.c2ns_in1k,256,95.950,4.050,99.120,0.880,50.72,0.950,bicubic -convformer_s18.sail_in1k,224,95.950,4.050,98.890,1.110,26.77,1.000,bicubic -repvit_m1_5.dist_450e_in1k,224,95.930,4.070,99.160,0.840,14.64,0.950,bicubic -maxvit_nano_rw_256.sw_in1k,256,95.930,4.070,99.000,1.000,15.45,0.950,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,95.920,4.080,99.280,0.720,16.29,0.965,bicubic -coat_small.in1k,224,95.920,4.080,99.160,0.840,21.69,0.900,bicubic -fastvit_sa24.apple_in1k,256,95.910,4.090,99.160,0.840,21.55,0.900,bicubic -resnet101d.ra2_in1k,256,95.900,4.100,99.150,0.850,44.57,0.950,bicubic -convnextv2_nano.fcmae_ft_in1k,288,95.900,4.100,99.110,0.890,15.62,1.000,bicubic -regnety_080_tv.tv2_in1k,224,95.900,4.100,99.110,0.890,39.38,0.965,bicubic -regnetx_160.tv2_in1k,224,95.900,4.100,99.080,0.920,54.28,0.965,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,95.890,4.110,99.120,0.880,32.59,1.000,bicubic -tresnet_l.miil_in1k_448,448,95.890,4.110,99.110,0.890,55.99,0.875,bilinear -resnet152.a1h_in1k,224,95.890,4.110,99.080,0.920,60.19,0.950,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,95.890,4.110,99.040,0.960,23.70,0.950,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,95.880,4.120,99.250,0.750,25.03,0.875,bilinear -resnet51q.ra2_in1k,288,95.880,4.120,99.110,0.890,35.70,1.000,bilinear -mvitv2_tiny.fb_in1k,224,95.880,4.120,99.090,0.910,24.17,0.900,bicubic -swin_small_patch4_window7_224.ms_in1k,224,95.880,4.120,99.020,0.980,49.61,0.900,bicubic -cs3darknet_x.c2ns_in1k,288,95.870,4.130,99.190,0.810,35.05,1.000,bicubic -regnety_064.ra3_in1k,224,95.870,4.130,99.140,0.860,30.58,0.950,bicubic -cait_xxs36_384.fb_dist_in1k,384,95.870,4.130,99.090,0.910,17.37,1.000,bicubic -nextvit_small.bd_in1k,224,95.870,4.130,99.080,0.920,31.76,0.950,bicubic -resnest101e.in1k,256,95.850,4.150,99.210,0.790,48.28,0.875,bilinear -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,95.850,4.150,99.170,0.830,194.03,0.875,bilinear -vit_large_patch32_384.orig_in21k_ft_in1k,384,95.840,4.160,99.160,0.840,306.63,1.000,bicubic -rexnet_300.nav_in1k,224,95.830,4.170,99.130,0.870,34.71,0.875,bicubic -sequencer2d_m.in1k,224,95.820,4.180,99.110,0.890,38.31,0.875,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,95.820,4.180,99.100,0.900,11.07,0.950,bicubic -tf_efficientnet_b4.in1k,380,95.820,4.180,99.060,0.940,19.34,0.922,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,95.810,4.190,99.270,0.730,11.22,1.000,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,95.810,4.190,99.180,0.820,25.58,1.000,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,95.810,4.190,99.170,0.830,16.52,0.950,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,95.800,4.200,99.210,0.790,12.11,1.000,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,95.800,4.200,99.060,0.940,32.59,0.950,bicubic -resnet61q.ra2_in1k,288,95.800,4.200,99.000,1.000,36.85,1.000,bicubic -twins_pcpvt_base.in1k,224,95.790,4.210,99.130,0.870,43.83,0.900,bicubic -convnext_tiny.fb_in1k,288,95.780,4.220,99.150,0.850,28.59,1.000,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,95.770,4.230,99.150,0.850,11.07,1.000,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,95.770,4.230,99.040,0.960,86.43,0.900,bicubic -efficientnet_b4.ra2_in1k,320,95.760,4.240,99.160,0.840,19.34,0.875,bicubic -regnetv_040.ra3_in1k,224,95.750,4.250,99.220,0.780,20.64,0.950,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,95.750,4.250,99.120,0.880,9.11,0.890,bicubic -poolformerv2_m48.sail_in1k,224,95.750,4.250,98.980,1.020,73.35,1.000,bicubic -ecaresnet101d_pruned.miil_in1k,288,95.740,4.260,99.180,0.820,24.88,0.950,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,95.740,4.260,99.120,0.880,22.52,0.950,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,95.740,4.260,99.020,0.980,13.68,1.000,bicubic -tresnet_m.miil_in21k_ft_in1k,224,95.730,4.270,99.030,0.970,31.39,0.875,bilinear -seresnext50_32x4d.racm_in1k,288,95.720,4.280,99.190,0.810,27.56,0.950,bicubic -efficientnet_b3.ra2_in1k,320,95.720,4.280,99.040,0.960,12.23,1.000,bicubic -pnasnet5large.tf_in1k,331,95.720,4.280,98.920,1.080,86.06,0.911,bicubic -hgnet_tiny.ssld_in1k,224,95.710,4.290,99.260,0.740,14.74,0.965,bicubic -convnext_nano.in12k_ft_in1k,224,95.710,4.290,99.250,0.750,15.59,0.950,bicubic -resnext101_64x4d.c1_in1k,224,95.710,4.290,99.030,0.970,83.46,0.950,bicubic -regnetz_c16_evos.ch_in1k,256,95.700,4.300,99.230,0.770,13.49,0.950,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,95.700,4.300,99.150,0.850,10.59,1.000,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,95.700,4.300,99.060,0.940,27.44,0.950,bicubic -repvit_m1_5.dist_300e_in1k,224,95.700,4.300,98.990,1.010,14.64,0.950,bicubic -nasnetalarge.tf_in1k,331,95.700,4.300,98.910,1.090,88.75,0.911,bicubic -flexivit_small.600ep_in1k,240,95.690,4.310,99.080,0.920,22.06,0.950,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,95.680,4.320,99.150,0.850,28.64,0.875,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,95.680,4.320,99.060,0.940,12.11,1.000,bicubic -resnetv2_101.a1h_in1k,224,95.680,4.320,99.010,0.990,44.54,0.950,bicubic -efficientvit_b2.r256_in1k,256,95.670,4.330,99.060,0.940,24.33,1.000,bicubic -crossvit_15_dagger_240.in1k,240,95.670,4.330,98.810,1.190,28.21,0.875,bicubic -wide_resnet50_2.racm_in1k,288,95.660,4.340,99.230,0.770,68.88,0.950,bicubic -davit_tiny.msft_in1k,224,95.660,4.340,99.030,0.970,28.36,0.950,bicubic -hgnet_small.paddle_in1k,288,95.650,4.350,99.150,0.850,24.36,1.000,bicubic -resnetv2_50d_evos.ah_in1k,288,95.650,4.350,99.110,0.890,25.59,1.000,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,95.640,4.360,99.190,0.810,36.43,0.900,bicubic -rdnet_tiny.nv_in1k,224,95.640,4.360,99.030,0.970,23.86,0.900,bicubic -poolformer_m48.sail_in1k,224,95.640,4.360,98.950,1.050,73.47,0.950,bicubic -cs3sedarknet_x.c2ns_in1k,256,95.630,4.370,98.980,1.020,35.40,0.887,bicubic -pit_b_224.in1k,224,95.630,4.370,98.670,1.330,73.76,0.900,bicubic -crossvit_18_dagger_240.in1k,240,95.620,4.380,99.050,0.950,44.27,0.875,bicubic -efficientformer_l3.snap_dist_in1k,224,95.610,4.390,99.180,0.820,31.41,0.950,bicubic -efficientnetv2_rw_t.ra2_in1k,288,95.610,4.390,99.070,0.930,13.65,1.000,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,95.600,4.400,98.870,1.130,27.91,0.900,bicubic -gcvit_xtiny.in1k,224,95.590,4.410,99.030,0.970,19.98,0.875,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,95.590,4.410,99.030,0.970,86.43,0.900,bicubic -pvt_v2_b2_li.in1k,224,95.590,4.410,98.990,1.010,22.55,0.900,bicubic -flexivit_small.1200ep_in1k,240,95.560,4.440,99.120,0.880,22.06,0.950,bicubic -regnety_040.ra3_in1k,224,95.560,4.440,99.050,0.950,20.65,0.950,bicubic -xception41p.ra3_in1k,299,95.560,4.440,98.930,1.070,26.91,0.940,bicubic -coat_lite_small.in1k,224,95.560,4.440,98.880,1.120,19.84,0.900,bicubic -wide_resnet101_2.tv2_in1k,224,95.550,4.450,99.090,0.910,126.89,0.965,bilinear -tiny_vit_11m_224.in1k,224,95.550,4.450,98.990,1.010,11.00,0.950,bicubic -convit_base.fb_in1k,224,95.550,4.450,98.890,1.110,86.54,0.875,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,95.550,4.450,98.870,1.130,88.22,0.900,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,95.540,4.460,99.180,0.820,11.22,0.965,bicubic -ecaresnet101d.miil_in1k,224,95.540,4.460,99.140,0.860,44.57,0.875,bicubic -levit_384.fb_dist_in1k,224,95.540,4.460,99.050,0.950,39.13,0.900,bicubic -levit_conv_384.fb_dist_in1k,224,95.540,4.460,99.050,0.950,39.13,0.900,bicubic -convnext_tiny.fb_in1k,224,95.540,4.460,99.000,1.000,28.59,0.875,bicubic -xcit_small_24_p16_224.fb_in1k,224,95.540,4.460,98.760,1.240,47.67,1.000,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,95.530,4.470,99.120,0.880,15.62,0.875,bicubic -resnet152.tv2_in1k,224,95.530,4.470,98.960,1.040,60.19,0.965,bilinear -ecaresnet50t.ra2_in1k,320,95.520,4.480,99.120,0.880,25.57,0.950,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,95.520,4.480,99.080,0.920,38.73,0.900,bicubic -convnext_tiny_hnf.a2h_in1k,224,95.520,4.480,99.010,0.990,28.59,0.950,bicubic -regnetz_c16.ra3_in1k,256,95.520,4.480,98.970,1.030,13.46,0.940,bicubic -flexivit_small.300ep_in1k,240,95.520,4.480,98.960,1.040,22.06,0.950,bicubic -xcit_medium_24_p16_224.fb_in1k,224,95.520,4.480,98.760,1.240,84.40,1.000,bicubic -cs3edgenet_x.c2_in1k,256,95.510,4.490,99.030,0.970,47.82,0.887,bicubic -swinv2_tiny_window8_256.ms_in1k,256,95.500,4.500,99.120,0.880,28.35,0.900,bicubic -fbnetv3_g.ra2_in1k,288,95.500,4.500,98.990,1.010,16.62,0.950,bilinear -pvt_v2_b2.in1k,224,95.500,4.500,98.990,1.010,25.36,0.900,bicubic -resnetv2_50d_gn.ah_in1k,288,95.500,4.500,98.980,1.020,25.57,1.000,bicubic -visformer_small.in1k,224,95.500,4.500,98.900,1.100,40.22,0.900,bicubic -crossvit_base_240.in1k,240,95.500,4.500,98.820,1.180,105.03,0.875,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,95.490,4.510,99.220,0.780,28.29,0.900,bicubic -focalnet_tiny_srf.ms_in1k,224,95.490,4.510,99.140,0.860,28.43,0.900,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,95.490,4.510,99.110,0.890,88.79,0.875,bilinear -ecaresnet50d.miil_in1k,288,95.490,4.510,99.090,0.910,25.58,0.950,bicubic -resnet51q.ra2_in1k,256,95.490,4.510,98.990,1.010,35.70,0.875,bilinear -vit_relpos_medium_patch16_cls_224.sw_in1k,224,95.490,4.510,98.950,1.050,38.76,0.900,bicubic -resnet101.a1_in1k,288,95.490,4.510,98.850,1.150,44.55,1.000,bicubic -crossvit_18_240.in1k,240,95.490,4.510,98.800,1.200,43.27,0.875,bicubic -resnet152.a2_in1k,288,95.490,4.510,98.790,1.210,60.19,1.000,bicubic -resnet152.a1_in1k,288,95.490,4.510,98.770,1.230,60.19,1.000,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,95.480,4.520,99.100,0.900,44.18,0.875,bilinear -focalnet_tiny_lrf.ms_in1k,224,95.480,4.520,98.940,1.060,28.65,0.900,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,95.470,4.530,99.330,0.670,25.56,0.875,bilinear -inception_next_tiny.sail_in1k,224,95.470,4.530,99.010,0.990,28.06,0.875,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,95.470,4.530,98.960,1.040,38.75,0.900,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,95.470,4.530,98.880,1.120,11.07,1.000,bicubic -ecaresnet50t.a1_in1k,288,95.460,4.540,99.020,0.980,25.57,1.000,bicubic -coatnet_0_rw_224.sw_in1k,224,95.460,4.540,98.720,1.280,27.44,0.950,bicubic -xcit_large_24_p16_224.fb_in1k,224,95.460,4.540,98.630,1.370,189.10,1.000,bicubic -tresnet_xl.miil_in1k,224,95.440,4.560,99.060,0.940,78.44,0.875,bilinear -coatnet_rmlp_nano_rw_224.sw_in1k,224,95.440,4.560,98.990,1.010,15.15,0.900,bicubic -deit_base_patch16_224.fb_in1k,224,95.440,4.560,98.840,1.160,86.57,0.900,bicubic -resnext50_32x4d.a1h_in1k,288,95.440,4.560,98.840,1.160,25.03,1.000,bicubic -nfnet_l0.ra2_in1k,224,95.430,4.570,99.090,0.910,35.07,0.900,bicubic -convnextv2_nano.fcmae_ft_in1k,224,95.430,4.570,98.980,1.020,15.62,0.875,bicubic -poolformerv2_m36.sail_in1k,224,95.430,4.570,98.880,1.120,56.08,1.000,bicubic -xcit_small_12_p16_224.fb_in1k,224,95.430,4.570,98.840,1.160,26.25,1.000,bicubic -edgenext_small.usi_in1k,320,95.420,4.580,99.100,0.900,5.59,1.000,bicubic -resnetrs101.tf_in1k,288,95.420,4.580,99.030,0.970,63.62,0.940,bicubic -halo2botnet50ts_256.a1h_in1k,256,95.420,4.580,99.020,0.980,22.64,0.950,bicubic -resnet101.a2_in1k,288,95.420,4.580,98.930,1.070,44.55,1.000,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,95.410,4.590,99.130,0.870,22.05,0.900,bicubic -cs3darknet_x.c2ns_in1k,256,95.410,4.590,99.020,0.980,35.05,0.950,bicubic -coatnext_nano_rw_224.sw_in1k,224,95.410,4.590,99.000,1.000,14.70,0.900,bicubic -poolformer_m36.sail_in1k,224,95.410,4.590,98.840,1.160,56.17,0.950,bicubic -regnety_032.ra_in1k,224,95.400,4.600,99.080,0.920,19.44,0.950,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,95.390,4.610,98.950,1.050,86.54,0.900,bicubic -efficientformerv2_s2.snap_dist_in1k,224,95.380,4.620,98.950,1.050,12.71,0.950,bicubic -dm_nfnet_f0.dm_in1k,192,95.380,4.620,98.920,1.080,71.49,0.900,bicubic -resnet101.a1h_in1k,224,95.370,4.630,98.860,1.140,44.55,0.950,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,95.370,4.630,98.810,1.190,11.07,0.950,bicubic -hrnet_w18_ssld.paddle_in1k,224,95.360,4.640,99.070,0.930,21.30,0.950,bilinear -resnext101_32x8d.tv2_in1k,176,95.360,4.640,99.050,0.950,88.79,0.875,bilinear -resnetaa50d.sw_in12k_ft_in1k,224,95.360,4.640,98.980,1.020,25.58,0.950,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,95.360,4.640,98.870,1.130,59.88,0.875,bilinear -ecaresnet50t.a2_in1k,288,95.350,4.650,98.930,1.070,25.57,1.000,bicubic -tf_efficientnet_b3.ap_in1k,300,95.350,4.650,98.900,1.100,12.23,0.904,bicubic -convnext_nano.d1h_in1k,288,95.350,4.650,98.850,1.150,15.59,1.000,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,95.340,4.660,99.010,0.990,86.57,0.900,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,95.340,4.660,98.970,1.030,14.36,0.900,bicubic -resnet61q.ra2_in1k,256,95.340,4.660,98.900,1.100,36.85,0.900,bicubic -seresnet50.ra2_in1k,288,95.330,4.670,99.010,0.990,28.09,0.950,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,95.330,4.670,98.940,1.060,28.33,0.900,bicubic -poolformerv2_s36.sail_in1k,224,95.330,4.670,98.900,1.100,30.79,1.000,bicubic -cs3sedarknet_l.c2ns_in1k,288,95.320,4.680,99.140,0.860,21.91,0.950,bicubic -resnet50d.ra4_e3600_r224_in1k,288,95.320,4.680,98.970,1.030,25.58,1.000,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,95.320,4.680,98.820,1.180,7.79,1.000,bicubic -efficientvit_b2.r224_in1k,224,95.310,4.690,98.790,1.210,24.33,0.950,bicubic -regnety_032.tv2_in1k,224,95.300,4.700,98.930,1.070,19.44,0.965,bicubic -eca_nfnet_l0.ra2_in1k,224,95.290,4.710,99.100,0.900,24.14,0.900,bicubic -ecaresnetlight.miil_in1k,288,95.290,4.710,99.040,0.960,30.16,0.950,bicubic -vit_small_patch16_384.augreg_in1k,384,95.290,4.710,99.010,0.990,22.20,1.000,bicubic -resnet101.tv2_in1k,224,95.290,4.710,98.930,1.070,44.55,0.965,bilinear -resnet50_gn.a1h_in1k,288,95.280,4.720,99.000,1.000,25.56,0.950,bicubic -gcresnet50t.ra2_in1k,288,95.280,4.720,98.910,1.090,25.90,1.000,bicubic -tresnet_l.miil_in1k,224,95.270,4.730,99.010,0.990,55.99,0.875,bilinear -nest_tiny_jx.goog_in1k,224,95.260,4.740,98.970,1.030,17.06,0.875,bicubic -cait_xxs24_384.fb_dist_in1k,384,95.260,4.740,98.960,1.040,12.03,1.000,bicubic -convnextv2_pico.fcmae_ft_in1k,288,95.250,4.750,98.930,1.070,9.07,0.950,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,95.250,4.750,98.800,1.200,14.25,0.888,bicubic -repvit_m3.dist_in1k,224,95.240,4.760,99.060,0.940,10.68,0.950,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,95.240,4.760,98.980,1.020,38.74,0.900,bicubic -resnetaa50.a1h_in1k,288,95.240,4.760,98.910,1.090,25.56,1.000,bicubic -coatnet_nano_rw_224.sw_in1k,224,95.240,4.760,98.870,1.130,15.14,0.900,bicubic -twins_pcpvt_small.in1k,224,95.230,4.770,98.880,1.120,24.11,0.900,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,95.220,4.780,99.080,0.920,11.22,0.965,bicubic -twins_svt_small.in1k,224,95.220,4.780,98.880,1.120,24.06,0.900,bicubic -efficientnet_b3.ra2_in1k,288,95.190,4.810,99.040,0.960,12.23,0.875,bicubic -swin_s3_tiny_224.ms_in1k,224,95.190,4.810,98.960,1.040,28.33,0.900,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,95.190,4.810,98.950,1.050,21.98,0.900,bicubic -convit_small.fb_in1k,224,95.190,4.810,98.930,1.070,27.78,0.875,bicubic -pit_s_distilled_224.in1k,224,95.180,4.820,98.880,1.120,24.04,0.900,bicubic -tf_efficientnetv2_b3.in1k,300,95.180,4.820,98.830,1.170,14.36,0.904,bicubic -regnetz_b16.ra3_in1k,288,95.170,4.830,99.080,0.920,9.72,1.000,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,95.170,4.830,98.920,1.080,18.45,0.888,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,95.170,4.830,98.860,1.140,28.29,0.900,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,95.160,4.840,99.000,1.000,6.72,1.000,bicubic -cs3darknet_focus_l.c2ns_in1k,288,95.160,4.840,98.960,1.040,21.15,0.950,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,95.160,4.840,98.850,1.150,22.57,0.950,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,95.150,4.850,99.090,0.910,7.79,0.882,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,95.150,4.850,98.830,1.170,10.59,0.888,bicubic -cs3darknet_l.c2ns_in1k,288,95.140,4.860,98.990,1.010,21.16,0.950,bicubic -halonet50ts.a1h_in1k,256,95.140,4.860,98.780,1.220,22.73,0.940,bicubic -resnet152.a1_in1k,224,95.140,4.860,98.410,1.590,60.19,0.950,bicubic -crossvit_15_240.in1k,240,95.130,4.870,98.940,1.060,27.53,0.875,bicubic -fastvit_sa12.apple_dist_in1k,256,95.130,4.870,98.810,1.190,11.58,0.900,bicubic -efficientnet_el.ra_in1k,300,95.120,4.880,98.990,1.010,10.59,0.904,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,95.120,4.880,98.990,1.010,88.22,0.900,bicubic -hgnet_small.paddle_in1k,224,95.110,4.890,99.030,0.970,24.36,0.965,bicubic -ecaresnet50d_pruned.miil_in1k,288,95.110,4.890,98.930,1.070,19.94,0.950,bicubic -gernet_l.idstcv_in1k,256,95.110,4.890,98.910,1.090,31.08,0.875,bilinear -poolformer_s36.sail_in1k,224,95.110,4.890,98.900,1.100,30.86,0.900,bicubic -regnetx_080.tv2_in1k,224,95.110,4.890,98.810,1.190,39.57,0.965,bicubic -convnext_nano_ols.d1h_in1k,288,95.110,4.890,98.710,1.290,15.65,1.000,bicubic -legacy_senet154.in1k,224,95.100,4.900,98.830,1.170,115.09,0.875,bilinear -mobilenetv4_conv_large.e500_r256_in1k,256,95.090,4.910,98.950,1.050,32.59,0.950,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,95.090,4.910,98.930,1.070,6.71,1.000,bicubic -convmixer_1536_20.in1k,224,95.080,4.920,99.030,0.970,51.63,0.960,bicubic -wide_resnet50_2.racm_in1k,224,95.080,4.920,98.970,1.030,68.88,0.875,bicubic -ecaresnet101d_pruned.miil_in1k,224,95.070,4.930,98.990,1.010,24.88,0.875,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,95.070,4.930,98.980,1.020,22.92,1.000,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,95.070,4.930,98.950,1.050,21.97,0.900,bicubic -resnet152s.gluon_in1k,224,95.060,4.940,98.930,1.070,60.32,0.875,bicubic -tnt_s_patch16_224,224,95.060,4.940,98.840,1.160,23.76,0.900,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,95.050,4.950,98.980,1.020,5.39,0.950,bicubic -seresnet33ts.ra2_in1k,288,95.040,4.960,98.900,1.100,19.78,1.000,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,95.040,4.960,98.840,1.160,13.68,1.000,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,95.030,4.970,99.060,0.940,25.55,1.000,bilinear -seresnext50_32x4d.racm_in1k,224,95.030,4.970,98.890,1.110,27.56,0.875,bicubic -levit_256.fb_dist_in1k,224,95.030,4.970,98.870,1.130,18.89,0.900,bicubic -levit_conv_256.fb_dist_in1k,224,95.030,4.970,98.870,1.130,18.89,0.900,bicubic -fbnetv3_g.ra2_in1k,240,95.030,4.970,98.800,1.200,16.62,0.950,bilinear -vit_base_patch32_224.augreg_in21k_ft_in1k,224,95.010,4.990,99.020,0.980,88.22,0.900,bicubic -resnet50d.ra2_in1k,288,95.010,4.990,98.970,1.030,25.58,0.950,bicubic -tf_efficientnet_b3.aa_in1k,300,95.010,4.990,98.910,1.090,12.23,0.904,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,95.000,5.000,98.900,1.100,9.72,1.000,bicubic -coat_mini.in1k,224,95.000,5.000,98.780,1.220,10.34,0.900,bicubic -deit3_small_patch16_224.fb_in1k,224,95.000,5.000,98.460,1.540,22.06,0.900,bicubic -tresnet_m.miil_in1k_448,448,94.980,5.020,98.980,1.020,31.39,0.875,bilinear -efficientnetv2_rw_t.ra2_in1k,224,94.980,5.020,98.750,1.250,13.65,1.000,bicubic -rexnet_200.nav_in1k,224,94.970,5.030,98.990,1.010,16.37,0.875,bicubic -resnetv2_50d_evos.ah_in1k,224,94.970,5.030,98.750,1.250,25.59,0.950,bicubic -resnest50d_4s2x40d.in1k,224,94.960,5.040,99.070,0.930,30.42,0.875,bicubic -hgnet_tiny.paddle_in1k,288,94.960,5.040,99.060,0.940,14.74,1.000,bicubic -vit_base_patch16_384.augreg_in1k,384,94.960,5.040,98.910,1.090,86.86,1.000,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,94.960,5.040,98.870,1.130,5.76,1.000,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,94.960,5.040,98.820,1.180,8.46,0.950,bicubic -resnet50.d_in1k,288,94.960,5.040,98.820,1.180,25.56,1.000,bicubic -mobilenet_edgetpu_v2_m,256,94.960,5.040,98.810,1.190,8.46,0.950,bicubic -edgenext_small.usi_in1k,256,94.950,5.050,98.960,1.040,5.59,0.950,bicubic -resnet152.a2_in1k,224,94.950,5.050,98.570,1.430,60.19,0.950,bicubic -seresnext101_64x4d.gluon_in1k,224,94.940,5.060,98.800,1.200,88.23,0.875,bicubic -senet154.gluon_in1k,224,94.930,5.070,98.770,1.230,115.09,0.875,bicubic -convnext_nano.d1h_in1k,224,94.930,5.070,98.670,1.330,15.59,0.950,bicubic -gcresnet33ts.ra2_in1k,288,94.920,5.080,98.880,1.120,19.88,1.000,bicubic -seresnext101_32x4d.gluon_in1k,224,94.920,5.080,98.780,1.220,48.96,0.875,bicubic -tf_efficientnet_lite4.in1k,380,94.890,5.110,99.020,0.980,13.01,0.920,bilinear -repvit_m1_1.dist_450e_in1k,224,94.890,5.110,98.920,1.080,8.80,0.950,bicubic -ese_vovnet39b.ra_in1k,288,94.890,5.110,98.910,1.090,24.57,0.950,bicubic -fastvit_sa12.apple_in1k,256,94.890,5.110,98.860,1.140,11.58,0.900,bicubic -resnet50.c2_in1k,288,94.890,5.110,98.810,1.190,25.56,1.000,bicubic -resmlp_36_224.fb_distilled_in1k,224,94.880,5.120,98.870,1.130,44.69,0.875,bicubic -wide_resnet50_2.tv2_in1k,224,94.870,5.130,98.960,1.040,68.88,0.965,bilinear -cs3sedarknet_l.c2ns_in1k,256,94.870,5.130,98.900,1.100,21.91,0.887,bicubic -mobilevitv2_175.cvnets_in1k,256,94.870,5.130,98.870,1.130,14.25,0.888,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,94.870,5.130,98.810,1.190,9.72,1.000,bicubic -fastvit_s12.apple_dist_in1k,256,94.870,5.130,98.770,1.230,9.47,0.900,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,94.870,5.130,98.550,1.450,28.59,1.000,bicubic -gcresnext50ts.ch_in1k,288,94.860,5.140,98.850,1.150,15.67,1.000,bicubic -seresnet33ts.ra2_in1k,256,94.860,5.140,98.810,1.190,19.78,0.900,bicubic -resnet50.b1k_in1k,288,94.860,5.140,98.800,1.200,25.56,1.000,bicubic -gcresnet50t.ra2_in1k,256,94.860,5.140,98.790,1.210,25.90,0.900,bicubic -mobilevitv2_200.cvnets_in1k,256,94.860,5.140,98.720,1.280,18.45,0.888,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,94.860,5.140,98.680,1.320,11.07,0.950,bicubic -crossvit_small_240.in1k,240,94.850,5.150,99.020,0.980,26.86,0.875,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,94.850,5.150,98.880,1.120,25.03,0.875,bilinear -res2net101d.in1k,224,94.840,5.160,98.780,1.220,45.23,0.875,bilinear -efficientnet_b1.ra4_e3600_r240_in1k,240,94.840,5.160,98.710,1.290,7.79,0.900,bicubic -resnext50_32x4d.a1_in1k,288,94.840,5.160,98.620,1.380,25.03,1.000,bicubic -lambda_resnet50ts.a1h_in1k,256,94.840,5.160,98.470,1.530,21.54,0.950,bicubic -ecaresnet50t.ra2_in1k,256,94.830,5.170,98.910,1.090,25.57,0.875,bicubic -resnest50d.in1k,224,94.830,5.170,98.870,1.130,27.48,0.875,bilinear -resnetv2_50.a1h_in1k,288,94.830,5.170,98.870,1.130,25.55,1.000,bicubic -cspresnext50.ra_in1k,256,94.830,5.170,98.730,1.270,20.57,0.887,bilinear -resnet152d.gluon_in1k,224,94.820,5.180,98.760,1.240,60.21,0.875,bicubic -resnet50.a1_in1k,288,94.800,5.200,98.750,1.250,25.56,1.000,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,94.790,5.210,98.940,1.060,13.42,0.950,bicubic -resnet50.c1_in1k,288,94.790,5.210,98.920,1.080,25.56,1.000,bicubic -sehalonet33ts.ra2_in1k,256,94.790,5.210,98.570,1.430,13.69,0.940,bicubic -resnet50.a1h_in1k,224,94.770,5.230,98.680,1.320,25.56,1.000,bicubic -resnest50d_1s4x24d.in1k,224,94.760,5.240,98.980,1.020,25.68,0.875,bicubic -repvit_m1_1.dist_300e_in1k,224,94.760,5.240,98.930,1.070,8.80,0.950,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,94.760,5.240,98.860,1.140,9.72,1.000,bicubic -ecaresnetlight.miil_in1k,224,94.760,5.240,98.800,1.200,30.16,0.875,bicubic -convnext_pico.d1_in1k,288,94.750,5.250,98.700,1.300,9.05,0.950,bicubic -resnetv2_50d_gn.ah_in1k,224,94.750,5.250,98.680,1.320,25.57,0.950,bicubic -repvit_m2.dist_in1k,224,94.750,5.250,98.670,1.330,8.80,0.950,bicubic -resnet50d.a1_in1k,288,94.750,5.250,98.470,1.530,25.58,1.000,bicubic -resnet101s.gluon_in1k,224,94.740,5.260,98.820,1.180,44.67,0.875,bicubic -haloregnetz_b.ra3_in1k,224,94.740,5.260,98.680,1.320,11.68,0.940,bicubic -convnext_nano_ols.d1h_in1k,224,94.740,5.260,98.620,1.380,15.65,0.950,bicubic -resnet152.a3_in1k,224,94.720,5.280,98.690,1.310,60.19,0.950,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,94.710,5.290,99.020,0.980,22.44,0.900,bicubic -resnet50.b2k_in1k,288,94.710,5.290,98.820,1.180,25.56,1.000,bicubic -resnext50_32x4d.ra_in1k,288,94.700,5.300,98.760,1.240,25.03,0.950,bicubic -resnetrs101.tf_in1k,192,94.700,5.300,98.710,1.290,63.62,0.940,bicubic -resnet101.a2_in1k,224,94.700,5.300,98.640,1.360,44.55,0.950,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,94.690,5.310,98.800,1.200,7.52,0.950,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,94.680,5.320,98.840,1.160,6.71,1.000,bicubic -edgenext_small_rw.sw_in1k,320,94.680,5.320,98.820,1.180,7.83,1.000,bicubic -seresnet50.a2_in1k,288,94.680,5.320,98.780,1.220,28.09,1.000,bicubic -ecaresnet50t.a1_in1k,224,94.680,5.320,98.580,1.420,25.57,0.950,bicubic -cspdarknet53.ra_in1k,256,94.670,5.330,98.800,1.200,27.64,0.887,bilinear -seresnet50.a1_in1k,288,94.670,5.330,98.720,1.280,28.09,1.000,bicubic -resnext101_64x4d.gluon_in1k,224,94.670,5.330,98.650,1.350,83.46,0.875,bicubic -regnetx_032.tv2_in1k,224,94.660,5.340,98.840,1.160,15.30,0.965,bicubic -cs3darknet_focus_l.c2ns_in1k,256,94.660,5.340,98.810,1.190,21.15,0.887,bicubic -resnet50.tv2_in1k,224,94.660,5.340,98.780,1.220,25.56,0.965,bilinear -pit_s_224.in1k,224,94.660,5.340,98.720,1.280,23.46,0.900,bicubic -eca_resnet33ts.ra2_in1k,288,94.650,5.350,98.890,1.110,19.68,1.000,bicubic -gernet_m.idstcv_in1k,224,94.650,5.350,98.860,1.140,21.14,0.875,bilinear -poolformerv2_s24.sail_in1k,224,94.650,5.350,98.830,1.170,21.34,1.000,bicubic -resnet50.a2_in1k,288,94.650,5.350,98.660,1.340,25.56,1.000,bicubic -resmlp_big_24_224.fb_in1k,224,94.650,5.350,98.510,1.490,129.14,0.875,bicubic -sebotnet33ts_256.a1h_in1k,256,94.650,5.350,98.490,1.510,13.70,0.940,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,94.640,5.360,98.780,1.220,15.25,0.950,bicubic -convnext_pico_ols.d1_in1k,288,94.640,5.360,98.770,1.230,9.06,1.000,bicubic -tf_efficientnet_b3.in1k,300,94.640,5.360,98.770,1.230,12.23,0.904,bicubic -ecaresnet50d.miil_in1k,224,94.630,5.370,98.880,1.120,25.58,0.875,bicubic -resnet50d.ra4_e3600_r224_in1k,224,94.630,5.370,98.700,1.300,25.58,0.950,bicubic -resnetaa50.a1h_in1k,224,94.630,5.370,98.580,1.420,25.56,0.950,bicubic -darknet53.c2ns_in1k,288,94.620,5.380,98.900,1.100,41.61,1.000,bicubic -nf_resnet50.ra2_in1k,288,94.620,5.380,98.810,1.190,25.56,0.940,bicubic -fastvit_t12.apple_dist_in1k,256,94.620,5.380,98.800,1.200,7.55,0.900,bicubic -resnext50_32x4d.tv2_in1k,224,94.620,5.380,98.780,1.220,25.03,0.965,bilinear -efficientnet_b3_pruned.in1k,300,94.620,5.380,98.750,1.250,9.86,0.904,bicubic -efficientnet_b2.ra_in1k,288,94.620,5.380,98.710,1.290,9.11,1.000,bicubic -tresnet_m.miil_in1k,224,94.620,5.380,98.560,1.440,31.39,0.875,bilinear -regnety_320.pycls_in1k,224,94.590,5.410,98.850,1.150,145.05,0.875,bicubic -resnet50d.a2_in1k,288,94.590,5.410,98.670,1.330,25.58,1.000,bicubic -poolformer_s24.sail_in1k,224,94.580,5.420,98.900,1.100,21.39,0.900,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,94.580,5.420,98.880,1.120,6.34,1.000,bicubic -regnety_016.tv2_in1k,224,94.580,5.420,98.840,1.160,11.20,0.965,bicubic -tf_efficientnetv2_b3.in1k,240,94.580,5.420,98.660,1.340,14.36,0.904,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,94.570,5.430,98.960,1.040,6.34,1.000,bicubic -inception_resnet_v2.tf_in1k,299,94.570,5.430,98.800,1.200,55.84,0.897,bicubic -seresnet50.ra2_in1k,224,94.570,5.430,98.760,1.240,28.09,0.875,bicubic -regnetz_b16.ra3_in1k,224,94.560,5.440,98.880,1.120,9.72,0.940,bicubic -resnext50_32x4d.a2_in1k,288,94.560,5.440,98.640,1.360,25.03,1.000,bicubic -cs3darknet_l.c2ns_in1k,256,94.550,5.450,98.910,1.090,21.16,0.887,bicubic -repvgg_b3.rvgg_in1k,224,94.550,5.450,98.780,1.220,123.09,0.875,bilinear -repvit_m1_0.dist_450e_in1k,224,94.540,5.460,98.880,1.120,7.30,0.950,bicubic -resnext50d_32x4d.bt_in1k,288,94.540,5.460,98.690,1.310,25.05,0.950,bicubic -resnext50_32x4d.a1h_in1k,224,94.540,5.460,98.600,1.400,25.03,0.950,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,94.530,5.470,98.800,1.200,12.12,1.000,bicubic -mobilevitv2_150.cvnets_in1k,256,94.530,5.470,98.720,1.280,10.59,0.888,bicubic -gcresnext50ts.ch_in1k,256,94.530,5.470,98.700,1.300,15.67,0.900,bicubic -resnext101_32x4d.gluon_in1k,224,94.530,5.470,98.630,1.370,44.18,0.875,bicubic -resnet101.a1_in1k,224,94.530,5.470,98.520,1.480,44.55,0.950,bicubic -repvgg_b3g4.rvgg_in1k,224,94.520,5.480,98.960,1.040,83.83,0.875,bilinear -regnety_120.pycls_in1k,224,94.520,5.480,98.820,1.180,51.82,0.875,bicubic -darknetaa53.c2ns_in1k,288,94.520,5.480,98.760,1.240,36.02,1.000,bilinear -resnet50.ram_in1k,288,94.520,5.480,98.670,1.330,25.56,0.950,bicubic -convmixer_768_32.in1k,224,94.500,5.500,98.850,1.150,21.11,0.960,bicubic -efficientformer_l1.snap_dist_in1k,224,94.500,5.500,98.820,1.180,12.29,0.950,bicubic -gcresnet33ts.ra2_in1k,256,94.500,5.500,98.780,1.220,19.88,0.900,bicubic -ecaresnet50t.a2_in1k,224,94.500,5.500,98.640,1.360,25.57,0.950,bicubic -tf_efficientnet_b2.ap_in1k,260,94.500,5.500,98.640,1.360,9.11,0.890,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,94.490,5.510,98.920,1.080,25.56,0.875,bilinear -rexnet_150.nav_in1k,224,94.480,5.520,98.790,1.210,9.73,0.875,bicubic -efficientvit_b1.r288_in1k,288,94.480,5.520,98.550,1.450,9.10,1.000,bicubic -resnetblur50.bt_in1k,288,94.470,5.530,98.780,1.220,25.56,0.950,bicubic -wide_resnet101_2.tv2_in1k,176,94.470,5.530,98.680,1.320,126.89,0.875,bilinear -convnextv2_pico.fcmae_ft_in1k,224,94.460,5.540,98.620,1.380,9.07,0.875,bicubic -resmlp_24_224.fb_distilled_in1k,224,94.450,5.550,98.770,1.230,30.02,0.875,bicubic -resnetv2_50.a1h_in1k,224,94.450,5.550,98.710,1.290,25.55,0.950,bicubic -regnetx_320.pycls_in1k,224,94.440,5.560,98.730,1.270,107.81,0.875,bicubic -deit_small_patch16_224.fb_in1k,224,94.430,5.570,98.700,1.300,22.05,0.900,bicubic -tf_efficientnetv2_b2.in1k,260,94.430,5.570,98.590,1.410,10.10,0.890,bicubic -resnet50.a1_in1k,224,94.410,5.590,98.430,1.570,25.56,0.950,bicubic -tf_efficientnet_el.in1k,300,94.400,5.600,98.710,1.290,10.59,0.904,bicubic -ecaresnet50t.a3_in1k,224,94.400,5.600,98.670,1.330,25.57,0.950,bicubic -tf_efficientnet_b2.aa_in1k,260,94.400,5.600,98.600,1.400,9.11,0.890,bicubic -gcvit_xxtiny.in1k,224,94.380,5.620,98.890,1.110,12.00,0.875,bicubic -regnety_160.pycls_in1k,224,94.380,5.620,98.830,1.170,83.59,0.875,bicubic -efficientnet_el_pruned.in1k,300,94.380,5.620,98.750,1.250,10.59,0.904,bicubic -inception_v4.tf_in1k,299,94.380,5.620,98.560,1.440,42.68,0.875,bicubic -legacy_seresnext101_32x4d.in1k,224,94.370,5.630,98.640,1.360,48.96,0.875,bilinear -dpn107.mx_in1k,224,94.370,5.630,98.480,1.520,86.92,0.875,bicubic -seresnext50_32x4d.gluon_in1k,224,94.360,5.640,98.620,1.380,27.56,0.875,bicubic -repvit_m1_0.dist_300e_in1k,224,94.330,5.670,98.850,1.150,7.30,0.950,bicubic -resnet50_gn.a1h_in1k,224,94.330,5.670,98.700,1.300,25.56,0.940,bicubic -xception71.tf_in1k,299,94.330,5.670,98.640,1.360,42.34,0.903,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,94.320,5.680,98.580,1.420,8.46,0.900,bicubic -darknet53.c2ns_in1k,256,94.310,5.690,98.860,1.140,41.61,0.887,bicubic -resnet50.bt_in1k,288,94.310,5.690,98.640,1.360,25.56,0.950,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,94.300,5.700,98.780,1.220,9.72,0.950,bicubic -resnet50d.ra2_in1k,224,94.300,5.700,98.740,1.260,25.58,0.875,bicubic -ecaresnet26t.ra2_in1k,320,94.300,5.700,98.720,1.280,16.01,0.950,bicubic -mobilenet_edgetpu_v2_m,224,94.300,5.700,98.590,1.410,8.46,0.900,bicubic -res2net50d.in1k,224,94.300,5.700,98.530,1.470,25.72,0.875,bilinear -resnet50d.a1_in1k,224,94.300,5.700,98.360,1.640,25.58,0.950,bicubic -hgnet_tiny.paddle_in1k,224,94.290,5.710,98.800,1.200,14.74,0.965,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,94.290,5.710,98.750,1.250,9.72,0.950,bicubic -resnetrs50.tf_in1k,224,94.290,5.710,98.640,1.360,35.69,0.910,bicubic -dpn92.mx_in1k,224,94.280,5.720,98.750,1.250,37.67,0.875,bicubic -tiny_vit_5m_224.in1k,224,94.280,5.720,98.660,1.340,5.39,0.950,bicubic -resnet50.c2_in1k,224,94.280,5.720,98.540,1.460,25.56,0.950,bicubic -ecaresnet50d_pruned.miil_in1k,224,94.260,5.740,98.700,1.300,19.94,0.875,bicubic -skresnext50_32x4d.ra_in1k,224,94.260,5.740,98.470,1.530,27.48,0.875,bicubic -resnet101d.gluon_in1k,224,94.250,5.750,98.550,1.450,44.57,0.875,bicubic -cait_xxs36_224.fb_dist_in1k,224,94.240,5.760,98.710,1.290,17.30,1.000,bicubic -regnetx_120.pycls_in1k,224,94.240,5.760,98.650,1.350,46.11,0.875,bicubic -resnet50.ra_in1k,288,94.220,5.780,98.640,1.360,25.56,0.950,bicubic -resnext50d_32x4d.bt_in1k,224,94.220,5.780,98.600,1.400,25.05,0.875,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,94.220,5.780,98.590,1.410,55.84,0.897,bicubic -fastvit_s12.apple_in1k,256,94.220,5.780,98.570,1.430,9.47,0.900,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,94.210,5.790,98.700,1.300,9.72,0.950,bicubic -eca_resnet33ts.ra2_in1k,256,94.200,5.800,98.770,1.230,19.68,0.900,bicubic -wide_resnet50_2.tv2_in1k,176,94.200,5.800,98.680,1.320,68.88,0.875,bilinear -resmlp_36_224.fb_in1k,224,94.200,5.800,98.660,1.340,44.69,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,288,94.200,5.800,98.640,1.360,5.23,0.950,bicubic -tf_efficientnet_lite3.in1k,300,94.200,5.800,98.640,1.360,8.20,0.904,bilinear -mixnet_xl.ra_in1k,224,94.200,5.800,98.340,1.660,11.90,0.875,bicubic -regnety_080.pycls_in1k,224,94.180,5.820,98.680,1.320,39.18,0.875,bicubic -levit_192.fb_dist_in1k,224,94.180,5.820,98.540,1.460,10.95,0.900,bicubic -levit_conv_192.fb_dist_in1k,224,94.180,5.820,98.540,1.460,10.95,0.900,bicubic -regnetx_016.tv2_in1k,224,94.170,5.830,98.740,1.260,9.19,0.965,bicubic -regnetx_160.pycls_in1k,224,94.160,5.840,98.740,1.260,54.28,0.875,bicubic -regnety_064.pycls_in1k,224,94.160,5.840,98.720,1.280,30.58,0.875,bicubic -resnet152c.gluon_in1k,224,94.160,5.840,98.630,1.370,60.21,0.875,bicubic -resnet33ts.ra2_in1k,288,94.160,5.840,98.610,1.390,19.68,1.000,bicubic -dpn98.mx_in1k,224,94.160,5.840,98.590,1.410,61.57,0.875,bicubic -gmlp_s16_224.ra3_in1k,224,94.160,5.840,98.500,1.500,19.42,0.875,bicubic -resnet152.gluon_in1k,224,94.160,5.840,98.460,1.540,60.19,0.875,bicubic -nf_resnet50.ra2_in1k,256,94.150,5.850,98.740,1.260,25.56,0.940,bicubic -vit_base_patch16_224.sam_in1k,224,94.150,5.850,98.690,1.310,86.57,0.900,bicubic -nf_regnet_b1.ra2_in1k,288,94.150,5.850,98.630,1.370,10.22,0.900,bicubic -efficientnet_b2_pruned.in1k,260,94.140,5.860,98.510,1.490,8.31,0.890,bicubic -tf_efficientnet_b2.in1k,260,94.130,5.870,98.450,1.550,9.11,0.890,bicubic -resnext50_32x4d.ra_in1k,224,94.110,5.890,98.330,1.670,25.03,0.875,bicubic -efficientformerv2_s1.snap_dist_in1k,224,94.100,5.900,98.680,1.320,6.19,0.950,bicubic -ese_vovnet39b.ra_in1k,224,94.100,5.900,98.670,1.330,24.57,0.875,bicubic -resnet50d.a2_in1k,224,94.100,5.900,98.480,1.520,25.58,0.950,bicubic -resnet152.tv2_in1k,176,94.090,5.910,98.540,1.460,60.19,0.875,bilinear -resnet50.b2k_in1k,224,94.090,5.910,98.450,1.550,25.56,0.950,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,94.080,5.920,98.510,1.490,12.12,1.000,bicubic -resnext50_32x4d.a1_in1k,224,94.070,5.930,98.200,1.800,25.03,0.950,bicubic -convnext_pico.d1_in1k,224,94.060,5.940,98.490,1.510,9.05,0.875,bicubic -resnet50.d_in1k,224,94.060,5.940,98.430,1.570,25.56,0.950,bicubic -resnet101.a3_in1k,224,94.050,5.950,98.650,1.350,44.55,0.950,bicubic -coat_lite_mini.in1k,224,94.050,5.950,98.530,1.470,11.01,0.900,bicubic -eca_halonext26ts.c1_in1k,256,94.050,5.950,98.500,1.500,10.76,0.940,bicubic -halonet26t.a1h_in1k,256,94.050,5.950,98.470,1.530,12.48,0.950,bicubic -resnext50_32x4d.a2_in1k,224,94.050,5.950,98.240,1.760,25.03,0.950,bicubic -convnext_pico_ols.d1_in1k,224,94.040,5.960,98.540,1.460,9.06,0.950,bicubic -efficientvit_b1.r256_in1k,256,94.040,5.960,98.370,1.630,9.10,1.000,bicubic -dpn131.mx_in1k,224,94.030,5.970,98.710,1.290,79.25,0.875,bicubic -resnet50.c1_in1k,224,94.030,5.970,98.620,1.380,25.56,0.950,bicubic -resnet50.b1k_in1k,224,94.030,5.970,98.520,1.480,25.56,0.950,bicubic -seresnet50.a1_in1k,224,94.030,5.970,98.420,1.580,28.09,0.950,bicubic -hrnet_w64.ms_in1k,224,94.020,5.980,98.610,1.390,128.06,0.875,bilinear -resmlp_24_224.fb_in1k,224,94.020,5.980,98.330,1.670,30.02,0.875,bicubic -dla102x2.in1k,224,94.010,5.990,98.480,1.520,41.28,0.875,bilinear -efficientnet_b2.ra_in1k,256,94.010,5.990,98.460,1.540,9.11,0.875,bicubic -fbnetv3_b.ra2_in1k,256,94.000,6.000,98.630,1.370,8.60,0.950,bilinear -fastvit_t12.apple_in1k,256,93.990,6.010,98.580,1.420,7.55,0.900,bicubic -mobilevitv2_125.cvnets_in1k,256,93.990,6.010,98.560,1.440,7.48,0.888,bicubic -resnet50.am_in1k,224,93.990,6.010,98.520,1.480,25.56,0.875,bicubic -resnetblur50.bt_in1k,224,93.980,6.020,98.540,1.460,25.56,0.875,bicubic -dpn68b.ra_in1k,288,93.980,6.020,98.350,1.650,12.61,1.000,bicubic -tf_efficientnetv2_b1.in1k,240,93.960,6.040,98.630,1.370,8.14,0.882,bicubic -seresnet50.a2_in1k,224,93.960,6.040,98.390,1.610,28.09,0.950,bicubic -hrnet_w48.ms_in1k,224,93.940,6.060,98.600,1.400,77.47,0.875,bilinear -edgenext_small_rw.sw_in1k,256,93.930,6.070,98.550,1.450,7.83,0.900,bicubic -convnext_femto.d1_in1k,288,93.920,6.080,98.530,1.470,5.22,0.950,bicubic -rexnet_130.nav_in1k,224,93.920,6.080,98.400,1.600,7.56,0.875,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,93.920,6.080,98.270,1.730,39.72,0.882,bicubic -fbnetv3_d.ra2_in1k,256,93.910,6.090,98.740,1.260,10.31,0.950,bilinear -convnext_femto_ols.d1_in1k,288,93.900,6.100,98.630,1.370,5.23,0.950,bicubic -darknetaa53.c2ns_in1k,256,93.900,6.100,98.630,1.370,36.02,0.887,bilinear -regnetx_064.pycls_in1k,224,93.900,6.100,98.630,1.370,26.21,0.875,bicubic -vit_small_patch16_224.augreg_in1k,224,93.900,6.100,98.460,1.540,22.05,0.900,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,93.880,6.120,98.710,1.290,6.34,0.965,bicubic -regnety_040.pycls_in1k,224,93.880,6.120,98.650,1.350,20.65,0.875,bicubic -repvgg_b2g4.rvgg_in1k,224,93.870,6.130,98.610,1.390,61.76,0.875,bilinear -lambda_resnet26t.c1_in1k,256,93.870,6.130,98.600,1.400,10.96,0.940,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,93.870,6.130,98.390,1.610,5.29,1.000,bicubic -regnetx_080.pycls_in1k,224,93.850,6.150,98.520,1.480,39.57,0.875,bicubic -resnet50.a2_in1k,224,93.850,6.150,98.340,1.660,25.56,0.950,bicubic -efficientnet_em.ra2_in1k,240,93.840,6.160,98.810,1.190,6.90,0.882,bicubic -ecaresnet26t.ra2_in1k,256,93.840,6.160,98.650,1.350,16.01,0.875,bicubic -resnet32ts.ra2_in1k,288,93.830,6.170,98.660,1.340,17.96,1.000,bicubic -resnext50_32x4d.gluon_in1k,224,93.830,6.170,98.410,1.590,25.03,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,93.820,6.180,98.760,1.240,6.00,1.000,bicubic -pvt_v2_b1.in1k,224,93.820,6.180,98.660,1.340,14.01,0.900,bicubic -tf_efficientnetv2_b2.in1k,208,93.820,6.180,98.360,1.640,10.10,0.890,bicubic -resnext101_32x8d.tv_in1k,224,93.810,6.190,98.580,1.420,88.79,0.875,bilinear -eca_botnext26ts_256.c1_in1k,256,93.810,6.190,98.500,1.500,10.59,0.950,bicubic -resnet50.ram_in1k,224,93.810,6.190,98.400,1.600,25.56,0.875,bicubic -cspresnet50.ra_in1k,256,93.800,6.200,98.620,1.380,21.62,0.887,bilinear -resnet50.tv2_in1k,176,93.790,6.210,98.500,1.500,25.56,0.875,bilinear -resnet101.tv2_in1k,176,93.790,6.210,98.450,1.550,44.55,0.875,bilinear -resnet50d.gluon_in1k,224,93.790,6.210,98.390,1.610,25.58,0.875,bicubic -pit_xs_distilled_224.in1k,224,93.770,6.230,98.620,1.380,11.00,0.900,bicubic -xception65.tf_in1k,299,93.770,6.230,98.420,1.580,39.92,0.903,bicubic -mobileone_s4.apple_in1k,224,93.770,6.230,98.250,1.750,14.95,0.900,bilinear -wide_resnet101_2.tv_in1k,224,93.760,6.240,98.520,1.480,126.89,0.875,bilinear -res2net101_26w_4s.in1k,224,93.750,6.250,98.360,1.640,45.21,0.875,bilinear -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,93.750,6.250,98.100,1.900,119.42,0.900,bicubic -legacy_seresnext50_32x4d.in1k,224,93.730,6.270,98.590,1.410,27.56,0.875,bilinear -lambda_resnet26rpt_256.c1_in1k,256,93.730,6.270,98.490,1.510,10.99,0.940,bicubic -resnet101.gluon_in1k,224,93.730,6.270,98.400,1.600,44.55,0.875,bicubic -tf_efficientnet_b1.ap_in1k,240,93.720,6.280,98.360,1.640,7.79,0.882,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,93.690,6.310,98.630,1.370,5.29,0.875,bicubic -regnety_008_tv.tv2_in1k,224,93.690,6.310,98.490,1.510,6.43,0.965,bicubic -resnet101c.gluon_in1k,224,93.680,6.320,98.440,1.560,44.57,0.875,bicubic -resnet50s.gluon_in1k,224,93.670,6.330,98.460,1.540,25.68,0.875,bicubic -resnet34d.ra2_in1k,288,93.650,6.350,98.570,1.430,21.82,0.950,bicubic -resnext50_32x4d.a3_in1k,224,93.650,6.350,98.510,1.490,25.03,0.950,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,93.640,6.360,98.670,1.330,6.34,0.965,bicubic -vit_base_patch32_384.augreg_in1k,384,93.640,6.360,98.390,1.610,88.30,1.000,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,93.630,6.370,98.600,1.400,5.79,1.000,bicubic -vit_base_patch16_224.augreg_in1k,224,93.630,6.370,98.240,1.760,86.57,0.900,bicubic -resnet152.a3_in1k,160,93.630,6.370,98.230,1.770,60.19,0.950,bicubic -resnext50_32x4d.tv2_in1k,176,93.620,6.380,98.300,1.700,25.03,0.875,bilinear -resnet33ts.ra2_in1k,256,93.610,6.390,98.520,1.480,19.68,0.900,bicubic -repvit_m0_9.dist_450e_in1k,224,93.610,6.390,98.510,1.490,5.49,0.950,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,93.590,6.410,98.700,1.300,6.00,1.000,bicubic -hrnet_w44.ms_in1k,224,93.590,6.410,98.700,1.300,67.06,0.875,bilinear -visformer_tiny.in1k,224,93.590,6.410,98.510,1.490,10.32,0.900,bicubic -cait_xxs24_224.fb_dist_in1k,224,93.580,6.420,98.440,1.560,11.96,1.000,bicubic -coat_tiny.in1k,224,93.580,6.420,98.420,1.580,5.50,0.900,bicubic -resnet50.a1h_in1k,176,93.570,6.430,98.510,1.490,25.56,0.900,bicubic -seresnext26t_32x4d.bt_in1k,288,93.570,6.430,98.400,1.600,16.81,0.950,bicubic -regnetx_040.pycls_in1k,224,93.550,6.450,98.570,1.430,22.12,0.875,bicubic -resnet50d.a3_in1k,224,93.520,6.480,98.460,1.540,25.58,0.950,bicubic -hrnet_w32.ms_in1k,224,93.520,6.480,98.430,1.570,41.23,0.875,bilinear -efficientvit_b1.r224_in1k,224,93.520,6.480,98.330,1.670,9.10,0.950,bicubic -botnet26t_256.c1_in1k,256,93.520,6.480,98.320,1.680,12.49,0.950,bicubic -hrnet_w18.ms_aug_in1k,224,93.510,6.490,98.600,1.400,21.30,0.950,bilinear -hrnet_w40.ms_in1k,224,93.510,6.490,98.560,1.440,57.56,0.875,bilinear -repghostnet_200.in1k,224,93.510,6.490,98.530,1.470,9.80,0.875,bicubic -resnet32ts.ra2_in1k,256,93.510,6.490,98.500,1.500,17.96,0.900,bicubic -tf_efficientnet_b1.aa_in1k,240,93.510,6.490,98.360,1.640,7.79,0.882,bicubic -repvgg_b2.rvgg_in1k,224,93.500,6.500,98.740,1.260,89.02,0.875,bilinear -dla102x.in1k,224,93.500,6.500,98.500,1.500,26.31,0.875,bilinear -inception_v3.gluon_in1k,299,93.490,6.510,98.540,1.460,23.83,0.875,bicubic -legacy_xception.tf_in1k,299,93.470,6.530,98.530,1.470,22.86,0.897,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,93.470,6.530,98.510,1.490,3.05,1.000,bicubic -regnety_032.pycls_in1k,224,93.440,6.560,98.630,1.370,19.44,0.875,bicubic -fbnetv3_d.ra2_in1k,224,93.440,6.560,98.440,1.560,10.31,0.950,bilinear -legacy_seresnet152.in1k,224,93.440,6.560,98.360,1.640,66.82,0.875,bilinear -seresnext26d_32x4d.bt_in1k,288,93.440,6.560,98.350,1.650,16.81,0.950,bicubic -repvit_m0_9.dist_300e_in1k,224,93.430,6.570,98.730,1.270,5.49,0.950,bicubic -nf_regnet_b1.ra2_in1k,256,93.420,6.580,98.600,1.400,10.22,0.900,bicubic -xception41.tf_in1k,299,93.420,6.580,98.410,1.590,26.97,0.903,bicubic -res2net50_26w_6s.in1k,224,93.420,6.580,98.260,1.740,37.05,0.875,bilinear -mixnet_l.ft_in1k,224,93.420,6.580,98.220,1.780,7.33,0.875,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,93.400,6.600,98.500,1.500,6.72,1.000,bicubic -dpn68b.ra_in1k,224,93.400,6.600,98.210,1.790,12.61,0.950,bicubic -res2net50_26w_8s.in1k,224,93.400,6.600,98.180,1.820,48.40,0.875,bilinear -resnest26d.gluon_in1k,224,93.390,6.610,98.610,1.390,17.07,0.875,bilinear -convnextv2_femto.fcmae_ft_in1k,224,93.390,6.610,98.490,1.510,5.23,0.875,bicubic -levit_128.fb_dist_in1k,224,93.390,6.610,98.380,1.620,9.21,0.900,bicubic -levit_conv_128.fb_dist_in1k,224,93.370,6.630,98.380,1.620,9.21,0.900,bicubic -cs3darknet_m.c2ns_in1k,288,93.350,6.650,98.620,1.380,9.31,0.950,bicubic -resnet50.ra_in1k,224,93.350,6.650,98.550,1.450,25.56,0.875,bicubic -inception_v3.tf_in1k,299,93.350,6.650,98.060,1.940,23.83,0.875,bicubic -dla169.in1k,224,93.330,6.670,98.600,1.400,53.39,0.875,bilinear -repvgg_b1.rvgg_in1k,224,93.330,6.670,98.510,1.490,57.42,0.875,bilinear -resnet152.tv_in1k,224,93.330,6.670,98.380,1.620,60.19,0.875,bilinear -selecsls60b.in1k,224,93.330,6.670,98.270,1.730,32.77,0.875,bicubic -repvit_m1.dist_in1k,224,93.320,6.680,98.420,1.580,5.49,0.950,bicubic -bat_resnext26ts.ch_in1k,256,93.320,6.680,98.350,1.650,10.73,0.900,bicubic -legacy_seresnet101.in1k,224,93.310,6.690,98.480,1.520,49.33,0.875,bilinear -fbnetv3_b.ra2_in1k,224,93.300,6.700,98.430,1.570,8.60,0.950,bilinear -mobilevitv2_100.cvnets_in1k,256,93.290,6.710,98.250,1.750,4.90,0.888,bicubic -tf_mixnet_l.in1k,224,93.290,6.710,98.030,1.970,7.33,0.875,bicubic -efficientnet_b1.ft_in1k,256,93.280,6.720,98.240,1.760,7.79,1.000,bicubic -resnet50.bt_in1k,224,93.260,6.740,98.390,1.610,25.56,0.875,bicubic -coat_lite_tiny.in1k,224,93.260,6.740,98.270,1.730,5.72,0.900,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,93.240,6.760,98.370,1.630,5.29,0.900,bicubic -mobilevit_s.cvnets_in1k,256,93.210,6.790,98.470,1.530,5.58,0.900,bicubic -wide_resnet50_2.tv_in1k,224,93.210,6.790,98.320,1.680,68.88,0.875,bilinear -efficientnet_es.ra_in1k,224,93.200,6.800,98.410,1.590,5.44,0.875,bicubic -hrnet_w30.ms_in1k,224,93.200,6.800,98.410,1.590,37.71,0.875,bilinear -gcresnext26ts.ch_in1k,288,93.190,6.810,98.290,1.710,10.48,1.000,bicubic -resnet26t.ra2_in1k,320,93.180,6.820,98.500,1.500,16.01,1.000,bicubic -dla60_res2next.in1k,224,93.180,6.820,98.410,1.590,17.03,0.875,bilinear -ese_vovnet19b_dw.ra_in1k,288,93.170,6.830,98.270,1.730,6.54,0.950,bicubic -dla60_res2net.in1k,224,93.150,6.850,98.410,1.590,20.85,0.875,bilinear -regnetx_032.pycls_in1k,224,93.140,6.860,98.390,1.610,15.30,0.875,bicubic -regnety_016.pycls_in1k,224,93.140,6.860,98.340,1.660,11.20,0.875,bicubic -tf_efficientnetv2_b1.in1k,192,93.140,6.860,98.100,1.900,8.14,0.882,bicubic -tf_efficientnetv2_b0.in1k,224,93.130,6.870,98.360,1.640,7.14,0.875,bicubic -pit_xs_224.in1k,224,93.120,6.880,98.310,1.690,10.62,0.900,bicubic -dla60x.in1k,224,93.100,6.900,98.490,1.510,17.35,0.875,bilinear -eca_resnext26ts.ch_in1k,288,93.100,6.900,98.430,1.570,10.30,1.000,bicubic -resnet34.a1_in1k,288,93.100,6.900,98.300,1.700,21.80,1.000,bicubic -convnext_atto_ols.a2_in1k,288,93.090,6.910,98.470,1.530,3.70,0.950,bicubic -tf_efficientnet_b1.in1k,240,93.090,6.910,98.290,1.710,7.79,0.882,bicubic -dla102.in1k,224,93.080,6.920,98.540,1.460,33.27,0.875,bilinear -convnext_femto_ols.d1_in1k,224,93.070,6.930,98.400,1.600,5.23,0.875,bicubic -ecaresnet50t.a3_in1k,160,93.070,6.930,98.280,1.720,25.57,0.950,bicubic -resnet101.a3_in1k,160,93.040,6.960,98.150,1.850,44.55,0.950,bicubic -selecsls60.in1k,224,93.030,6.970,98.310,1.690,30.67,0.875,bicubic -rexnet_100.nav_in1k,224,93.030,6.970,98.190,1.810,4.80,0.875,bicubic -resnet50c.gluon_in1k,224,93.020,6.980,98.360,1.640,25.58,0.875,bicubic -repvgg_b1g4.rvgg_in1k,224,93.010,6.990,98.410,1.590,39.97,0.875,bilinear -ghostnetv2_160.in1k,224,93.010,6.990,98.230,1.770,12.39,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,288,92.990,7.010,98.360,1.640,9.30,0.950,bicubic -seresnext26ts.ch_in1k,288,92.980,7.020,98.410,1.590,10.39,1.000,bicubic -legacy_seresnet50.in1k,224,92.980,7.020,98.200,1.800,28.09,0.875,bilinear -hardcorenas_f.miil_green_in1k,224,92.970,7.030,98.140,1.860,8.20,0.875,bilinear -convnextv2_atto.fcmae_ft_in1k,288,92.970,7.030,98.060,1.940,3.71,0.950,bicubic -poolformerv2_s12.sail_in1k,224,92.960,7.040,98.360,1.640,11.89,1.000,bicubic -tf_efficientnet_em.in1k,240,92.950,7.050,98.210,1.790,6.90,0.882,bicubic -crossvit_9_dagger_240.in1k,240,92.940,7.060,98.210,1.790,8.78,0.875,bicubic -convnext_femto.d1_in1k,224,92.930,7.070,98.260,1.740,5.22,0.875,bicubic -resnetrs50.tf_in1k,160,92.930,7.070,98.250,1.750,35.69,0.910,bicubic -mobileone_s3.apple_in1k,224,92.910,7.090,98.180,1.820,10.17,0.900,bilinear -res2next50.in1k,224,92.900,7.100,98.210,1.790,24.67,0.875,bilinear -inception_v3.tf_adv_in1k,299,92.900,7.100,98.140,1.860,23.83,0.875,bicubic -gmixer_24_224.ra3_in1k,224,92.870,7.130,97.890,2.110,24.72,0.875,bicubic -seresnext26t_32x4d.bt_in1k,224,92.840,7.160,98.350,1.650,16.81,0.875,bicubic -mobileone_s2.apple_in1k,224,92.830,7.170,98.250,1.750,7.88,0.900,bilinear -tf_efficientnet_cc_b0_8e.in1k,224,92.830,7.170,98.170,1.830,24.01,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,92.820,7.180,98.440,1.560,6.00,0.965,bicubic -dpn68b.mx_in1k,224,92.820,7.180,98.150,1.850,12.61,0.875,bicubic -resmlp_12_224.fb_distilled_in1k,224,92.820,7.180,98.130,1.870,15.35,0.875,bicubic -resnet101.tv_in1k,224,92.810,7.190,98.230,1.770,44.55,0.875,bilinear -efficientnet_b1_pruned.in1k,240,92.790,7.210,98.050,1.950,6.33,0.882,bicubic -inception_v3.tv_in1k,299,92.780,7.220,97.950,2.050,23.83,0.875,bicubic -hrnet_w18_small_v2.gluon_in1k,224,92.770,7.230,98.410,1.590,15.60,0.875,bicubic -resnet50.a3_in1k,224,92.770,7.230,98.170,1.830,25.56,0.950,bicubic -convnext_atto.d2_in1k,288,92.770,7.230,98.050,1.950,3.70,0.950,bicubic -gcresnext26ts.ch_in1k,256,92.760,7.240,98.280,1.720,10.48,0.900,bicubic -densenet201.tv_in1k,224,92.760,7.240,98.230,1.770,20.01,0.875,bicubic -resnext50_32x4d.tv_in1k,224,92.750,7.250,98.260,1.740,25.03,0.875,bilinear -resnet26t.ra2_in1k,256,92.750,7.250,98.250,1.750,16.01,0.940,bicubic -resnet34.a2_in1k,288,92.750,7.250,97.990,2.010,21.80,1.000,bicubic -resnet34d.ra2_in1k,224,92.730,7.270,98.260,1.740,21.82,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,92.730,7.270,98.170,1.830,16.81,0.875,bicubic -seresnext26ts.ch_in1k,256,92.720,7.280,98.300,1.700,10.39,0.900,bicubic -res2net50_14w_8s.in1k,224,92.720,7.280,98.180,1.820,25.06,0.875,bilinear -resnext50_32x4d.a3_in1k,160,92.690,7.310,97.990,2.010,25.03,0.950,bicubic -tf_efficientnet_lite2.in1k,260,92.680,7.320,98.240,1.760,6.09,0.890,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,92.680,7.320,98.220,1.780,6.27,1.000,bicubic -cs3darknet_m.c2ns_in1k,256,92.670,7.330,98.480,1.520,9.31,0.887,bicubic -efficientnet_b0.ra_in1k,224,92.670,7.330,98.080,1.920,5.29,0.875,bicubic -poolformer_s12.sail_in1k,224,92.650,7.350,98.180,1.820,11.92,0.900,bicubic -legacy_seresnext26_32x4d.in1k,224,92.640,7.360,98.110,1.890,16.79,0.875,bicubic -eca_resnext26ts.ch_in1k,256,92.630,7.370,98.260,1.740,10.30,0.900,bicubic -densenetblur121d.ra_in1k,288,92.630,7.370,98.240,1.760,8.00,0.950,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,92.630,7.370,98.090,1.910,13.31,0.875,bicubic -tf_efficientnet_lite1.in1k,240,92.600,7.400,98.040,1.960,5.42,0.882,bicubic -regnetx_008.tv2_in1k,224,92.590,7.410,98.180,1.820,7.26,0.965,bicubic -densenet161.tv_in1k,224,92.580,7.420,98.290,1.710,28.68,0.875,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,92.580,7.420,98.250,1.750,6.72,1.000,bicubic -hardcorenas_e.miil_green_in1k,224,92.570,7.430,98.130,1.870,8.07,0.875,bilinear -res2net50_48w_2s.in1k,224,92.560,7.440,98.070,1.930,25.29,0.875,bilinear -densenet121.ra_in1k,288,92.550,7.450,98.210,1.790,7.98,0.950,bicubic -resnet50.gluon_in1k,224,92.550,7.450,98.190,1.810,25.56,0.875,bicubic -fastvit_t8.apple_dist_in1k,256,92.540,7.460,98.030,1.970,4.03,0.900,bicubic -res2net50_26w_4s.in1k,224,92.530,7.470,98.070,1.930,25.70,0.875,bilinear -resnet26d.bt_in1k,288,92.490,7.510,98.220,1.780,16.01,0.950,bicubic -tinynet_a.in1k,192,92.480,7.520,98.080,1.920,6.19,0.875,bicubic -mobilenetv2_120d.ra_in1k,224,92.480,7.520,98.040,1.960,5.83,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,92.470,7.530,98.420,1.580,6.00,0.965,bicubic -hardcorenas_d.miil_green_in1k,224,92.460,7.540,98.030,1.970,7.50,0.875,bilinear -resnet50d.a3_in1k,160,92.440,7.560,98.050,1.950,25.58,0.950,bicubic -efficientvit_m5.r224_in1k,224,92.440,7.560,97.990,2.010,12.47,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,92.430,7.570,98.280,1.720,24.38,0.960,bicubic -efficientnet_b1.ft_in1k,224,92.430,7.570,97.820,2.180,7.79,0.875,bicubic -mixnet_m.ft_in1k,224,92.420,7.580,97.870,2.130,5.01,0.875,bicubic -resnet34.bt_in1k,288,92.410,7.590,98.150,1.850,21.80,0.950,bicubic -cs3darknet_focus_m.c2ns_in1k,256,92.380,7.620,98.380,1.620,9.30,0.887,bicubic -skresnet34.ra_in1k,224,92.380,7.620,98.140,1.860,22.28,0.875,bicubic -hrnet_w18.ms_in1k,224,92.370,7.630,98.310,1.690,21.30,0.875,bilinear -repghostnet_150.in1k,224,92.370,7.630,98.060,1.940,6.58,0.875,bicubic -tf_mixnet_m.in1k,224,92.340,7.660,97.880,2.120,5.01,0.875,bicubic -ghostnetv2_130.in1k,224,92.320,7.680,98.070,1.930,8.96,0.875,bicubic -selecsls42b.in1k,224,92.300,7.700,98.140,1.860,32.46,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,92.290,7.710,98.200,1.800,7.14,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,224,92.280,7.720,98.100,1.900,6.54,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,92.280,7.720,97.990,2.010,5.29,0.875,bicubic -tf_efficientnet_b0.ap_in1k,224,92.260,7.740,98.020,1.980,5.29,0.875,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,92.250,7.750,97.650,2.350,5.48,0.875,bilinear -mobilenetv1_100h.ra4_e3600_r224_in1k,256,92.230,7.770,98.000,2.000,5.28,0.950,bicubic -resmlp_12_224.fb_in1k,224,92.210,7.790,98.150,1.850,15.35,0.875,bicubic -dla60.in1k,224,92.200,7.800,98.100,1.900,22.04,0.875,bilinear -regnetx_016.pycls_in1k,224,92.180,7.820,98.200,1.800,9.19,0.875,bicubic -resnext26ts.ra2_in1k,288,92.160,7.840,98.020,1.980,10.30,1.000,bicubic -fastvit_t8.apple_in1k,256,92.160,7.840,97.890,2.110,4.03,0.900,bicubic -gernet_s.idstcv_in1k,224,92.150,7.850,98.210,1.790,8.17,0.875,bilinear -convnextv2_atto.fcmae_ft_in1k,224,92.130,7.870,97.750,2.250,3.71,0.875,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,92.120,7.880,98.170,1.830,3.05,1.000,bicubic -resnet34.a1_in1k,224,92.110,7.890,97.780,2.220,21.80,0.950,bicubic -seresnet50.a3_in1k,224,92.100,7.900,98.040,1.960,28.09,0.950,bicubic -tf_efficientnet_b0.in1k,224,92.090,7.910,97.920,2.080,5.29,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,92.090,7.910,97.820,2.180,4.23,0.950,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,92.080,7.920,98.250,1.750,22.88,0.900,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,92.050,7.950,98.290,1.710,6.36,1.000,bicubic -resnet26d.bt_in1k,224,92.050,7.950,97.960,2.040,16.01,0.875,bicubic -hardcorenas_c.miil_green_in1k,224,92.040,7.960,97.840,2.160,5.52,0.875,bilinear -resnet26.bt_in1k,288,92.030,7.970,98.200,1.800,16.00,0.950,bicubic -dpn68.mx_in1k,224,91.990,8.010,98.010,1.990,12.61,0.875,bicubic -tf_efficientnet_es.in1k,224,91.980,8.020,97.860,2.140,5.44,0.875,bicubic -efficientformerv2_s0.snap_dist_in1k,224,91.970,8.030,97.890,2.110,3.60,0.950,bicubic -densenet169.tv_in1k,224,91.960,8.040,98.090,1.910,14.15,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,91.950,8.050,98.030,1.970,6.27,0.900,bicubic -mixnet_s.ft_in1k,224,91.950,8.050,97.680,2.320,4.13,0.875,bicubic -repvgg_a2.rvgg_in1k,224,91.940,8.060,98.130,1.870,28.21,0.875,bilinear -levit_128s.fb_dist_in1k,224,91.940,8.060,98.070,1.930,7.78,0.900,bicubic -levit_conv_128s.fb_dist_in1k,224,91.940,8.060,98.070,1.930,7.78,0.900,bicubic -densenetblur121d.ra_in1k,224,91.930,8.070,98.100,1.900,8.00,0.875,bicubic -convnext_atto_ols.a2_in1k,224,91.930,8.070,97.980,2.020,3.70,0.875,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,91.900,8.100,98.040,1.960,3.05,1.000,bicubic -resnet50.tv_in1k,224,91.890,8.110,98.050,1.950,25.56,0.875,bilinear -repghostnet_130.in1k,224,91.880,8.120,97.930,2.070,5.48,0.875,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,91.860,8.140,97.200,2.800,59.88,0.875,bicubic -resnext26ts.ra2_in1k,256,91.840,8.160,97.930,2.070,10.30,0.900,bicubic -hardcorenas_b.miil_green_in1k,224,91.840,8.160,97.770,2.230,5.18,0.875,bilinear -mobilenetv2_140.ra_in1k,224,91.830,8.170,97.880,2.120,6.11,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,91.770,8.230,98.040,1.960,5.72,0.900,bicubic -convnext_atto.d2_in1k,224,91.770,8.230,97.940,2.060,3.70,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,91.750,8.250,97.860,2.140,2.87,0.888,bicubic -edgenext_x_small.in1k,288,91.740,8.260,97.590,2.410,2.34,1.000,bicubic -resnet34.a2_in1k,224,91.730,8.270,97.770,2.230,21.80,0.950,bicubic -regnety_008.pycls_in1k,224,91.720,8.280,98.170,1.830,6.26,0.875,bicubic -resnest14d.gluon_in1k,224,91.720,8.280,97.870,2.130,10.61,0.875,bilinear -densenet121.ra_in1k,224,91.620,8.380,98.080,1.920,7.98,0.875,bicubic -regnety_004.tv2_in1k,224,91.620,8.380,97.910,2.090,4.34,0.965,bicubic -tf_mixnet_s.in1k,224,91.520,8.480,97.590,2.410,4.13,0.875,bicubic -regnety_006.pycls_in1k,224,91.440,8.560,97.760,2.240,6.06,0.875,bicubic -resnet50.a3_in1k,160,91.430,8.570,97.630,2.370,25.56,0.950,bicubic -repvgg_b0.rvgg_in1k,224,91.410,8.590,97.980,2.020,15.82,0.875,bilinear -mobilenetv1_100h.ra4_e3600_r224_in1k,224,91.380,8.620,97.810,2.190,5.28,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,91.360,8.640,97.840,2.160,5.26,0.875,bilinear -mobileone_s1.apple_in1k,224,91.360,8.640,97.770,2.230,4.83,0.900,bilinear -semnasnet_100.rmsp_in1k,224,91.360,8.640,97.540,2.460,3.89,0.875,bicubic -mobilenetv3_large_100.ra_in1k,224,91.340,8.660,97.700,2.300,5.48,0.875,bicubic -mobilenetv3_rw.rmsp_in1k,224,91.320,8.680,97.630,2.370,5.48,0.875,bicubic -tf_mobilenetv3_large_100.in1k,224,91.220,8.780,97.660,2.340,5.48,0.875,bilinear -hrnet_w18_small_v2.ms_in1k,224,91.210,8.790,97.900,2.100,15.60,0.875,bilinear -vit_base_patch32_224.augreg_in1k,224,91.200,8.800,97.380,2.620,88.22,0.900,bicubic -efficientnet_es_pruned.in1k,224,91.190,8.810,97.740,2.260,5.44,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,91.180,8.820,97.800,2.200,4.23,0.875,bicubic -resnet26.bt_in1k,224,91.180,8.820,97.770,2.230,16.00,0.875,bicubic -resnet34.bt_in1k,224,91.170,8.830,97.570,2.430,21.80,0.875,bicubic -efficientnet_lite0.ra_in1k,224,91.140,8.860,97.640,2.360,4.65,0.875,bicubic -edgenext_x_small.in1k,256,91.140,8.860,97.550,2.450,2.34,0.900,bicubic -regnetx_008.pycls_in1k,224,91.100,8.900,97.710,2.290,7.26,0.875,bicubic -tf_efficientnet_lite0.in1k,224,91.100,8.900,97.540,2.460,4.65,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,91.020,8.980,97.670,2.330,3.77,0.950,bicubic -mobilenetv2_110d.ra_in1k,224,91.000,9.000,97.560,2.440,4.52,0.875,bicubic -seresnet50.a3_in1k,160,91.000,9.000,97.410,2.590,28.09,0.950,bicubic -resnet34.gluon_in1k,224,90.970,9.030,97.650,2.350,21.80,0.875,bicubic -xcit_nano_12_p8_224.fb_in1k,224,90.960,9.040,97.760,2.240,3.05,1.000,bicubic -legacy_seresnet34.in1k,224,90.920,9.080,97.570,2.430,21.96,0.875,bilinear -tinynet_b.in1k,188,90.910,9.090,97.670,2.330,3.73,0.875,bicubic -densenet121.tv_in1k,224,90.900,9.100,97.730,2.270,7.98,0.875,bicubic -ghostnetv2_100.in1k,224,90.860,9.140,97.700,2.300,6.16,0.875,bicubic -mobilevit_xs.cvnets_in1k,256,90.850,9.150,97.940,2.060,2.32,0.900,bicubic -fbnetc_100.rmsp_in1k,224,90.780,9.220,97.220,2.780,5.57,0.875,bilinear -dla34.in1k,224,90.770,9.230,97.650,2.350,15.74,0.875,bilinear -pit_ti_distilled_224.in1k,224,90.770,9.230,97.650,2.350,5.10,0.900,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,90.760,9.240,97.570,2.430,5.91,0.900,bicubic -repghostnet_111.in1k,224,90.750,9.250,97.460,2.540,4.54,0.875,bicubic -crossvit_9_240.in1k,240,90.660,9.340,97.740,2.260,8.55,0.875,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,90.660,9.340,97.700,2.300,11.69,0.875,bilinear -mnasnet_100.rmsp_in1k,224,90.650,9.350,97.510,2.490,4.38,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,90.640,9.360,97.510,2.490,3.77,0.950,bicubic -regnetx_004_tv.tv2_in1k,224,90.630,9.370,97.600,2.400,5.50,0.965,bicubic -convit_tiny.fb_in1k,224,90.620,9.380,97.740,2.260,5.71,0.875,bicubic -efficientvit_m4.r224_in1k,224,90.600,9.400,97.590,2.410,8.80,0.875,bicubic -repvgg_a1.rvgg_in1k,224,90.590,9.410,97.640,2.360,14.09,0.875,bilinear -regnety_004.pycls_in1k,224,90.510,9.490,97.580,2.420,4.34,0.875,bicubic -regnetx_006.pycls_in1k,224,90.370,9.630,97.420,2.580,6.20,0.875,bicubic -repghostnet_100.in1k,224,90.320,9.680,97.490,2.510,4.07,0.875,bicubic -spnasnet_100.rmsp_in1k,224,90.320,9.680,97.190,2.810,4.42,0.875,bilinear -resnet18d.ra2_in1k,288,90.310,9.690,97.560,2.440,11.71,0.950,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,90.250,9.750,97.560,2.440,11.69,0.875,bilinear -crossvit_tiny_240.in1k,240,90.230,9.770,97.590,2.410,7.01,0.875,bicubic -ghostnet_100.in1k,224,90.200,9.800,97.250,2.750,5.18,0.875,bicubic -vgg19_bn.tv_in1k,224,90.120,9.880,97.580,2.420,143.68,0.875,bilinear -semnasnet_075.rmsp_in1k,224,90.090,9.910,97.410,2.590,2.91,0.875,bicubic -vgg16_bn.tv_in1k,224,90.090,9.910,97.370,2.630,138.37,0.875,bilinear -mobilenetv4_conv_small.e2400_r224_in1k,224,90.070,9.930,97.280,2.720,3.77,0.875,bicubic -pit_ti_224.in1k,224,89.950,10.050,97.440,2.560,4.85,0.900,bicubic -resnet34.tv_in1k,224,89.930,10.070,97.340,2.660,21.80,0.875,bilinear -mobilenetv4_conv_small.e1200_r224_in1k,224,89.920,10.080,97.240,2.760,3.77,0.875,bicubic -resnet34.a3_in1k,224,89.920,10.080,97.170,2.830,21.80,0.950,bicubic -efficientvit_m3.r224_in1k,224,89.880,10.120,97.540,2.460,6.90,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,89.750,10.250,96.980,3.020,88.22,0.900,bicubic -resnet18.a1_in1k,288,89.720,10.280,97.100,2.900,11.69,1.000,bicubic -deit_tiny_patch16_224.fb_in1k,224,89.690,10.310,97.500,2.500,5.72,0.900,bicubic -skresnet18.ra_in1k,224,89.660,10.340,97.240,2.760,11.96,0.875,bicubic -tf_mobilenetv3_large_075.in1k,224,89.660,10.340,97.230,2.770,3.99,0.875,bilinear -xcit_nano_12_p16_224.fb_dist_in1k,224,89.660,10.340,97.090,2.910,3.05,1.000,bicubic -mobilenetv2_100.ra_in1k,224,89.630,10.370,97.140,2.860,3.50,0.875,bicubic -resnet18.a2_in1k,288,89.580,10.420,96.950,3.050,11.69,1.000,bicubic -hrnet_w18_small.gluon_in1k,224,89.480,10.520,97.050,2.950,13.19,0.875,bicubic -resnet18d.ra2_in1k,224,89.330,10.670,97.180,2.820,11.71,0.875,bicubic -repvgg_a0.rvgg_in1k,224,89.260,10.740,96.930,3.070,9.11,0.875,bilinear -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,89.230,10.770,97.220,2.780,6.34,0.900,bicubic -vgg19.tv_in1k,224,89.060,10.940,96.900,3.100,143.67,0.875,bilinear -hrnet_w18_small.ms_in1k,224,89.050,10.950,97.080,2.920,13.19,0.875,bilinear -resnet14t.c3_in1k,224,89.000,11.000,96.700,3.300,10.08,0.950,bicubic -repghostnet_080.in1k,224,88.970,11.030,96.770,3.230,3.28,0.875,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,88.940,11.060,96.880,3.120,3.92,0.875,bilinear -regnetx_004.pycls_in1k,224,88.920,11.080,97.110,2.890,5.16,0.875,bicubic -legacy_seresnet18.in1k,224,88.890,11.110,96.970,3.030,11.78,0.875,bicubic -edgenext_xx_small.in1k,288,88.870,11.130,96.680,3.320,1.33,1.000,bicubic -vgg13_bn.tv_in1k,224,88.780,11.220,96.970,3.030,133.05,0.875,bilinear -pvt_v2_b0.in1k,224,88.780,11.220,96.870,3.130,3.67,0.900,bicubic -lcnet_100.ra2_in1k,224,88.760,11.240,96.710,3.290,2.95,0.875,bicubic -xcit_nano_12_p16_224.fb_in1k,224,88.600,11.400,96.830,3.170,3.05,1.000,bicubic -vgg16.tv_in1k,224,88.550,11.450,96.790,3.210,138.36,0.875,bilinear -efficientvit_m2.r224_in1k,224,88.460,11.540,96.910,3.090,4.19,0.875,bicubic -resnet18.a1_in1k,224,88.440,11.560,96.650,3.350,11.69,0.950,bicubic -resnet18.gluon_in1k,224,88.370,11.630,96.700,3.300,11.69,0.875,bicubic -edgenext_xx_small.in1k,256,88.370,11.630,96.530,3.470,1.33,0.900,bicubic -mobileone_s0.apple_in1k,224,88.320,11.680,96.430,3.570,5.29,0.875,bilinear -resnet14t.c3_in1k,176,88.290,11.710,96.370,3.630,10.08,0.875,bicubic -mobilevitv2_050.cvnets_in1k,256,88.250,11.750,96.970,3.030,1.37,0.888,bicubic -resnet18.a2_in1k,224,88.030,11.970,96.420,3.580,11.69,0.950,bicubic -efficientvit_b0.r224_in1k,224,87.980,12.020,96.080,3.920,3.41,0.950,bicubic -resnet34.a3_in1k,160,87.900,12.100,96.470,3.530,21.80,0.950,bicubic -tinynet_c.in1k,184,87.790,12.210,96.370,3.630,2.46,0.875,bicubic -vgg11_bn.tv_in1k,224,87.500,12.500,96.810,3.190,132.87,0.875,bilinear -resnet18.tv_in1k,224,87.380,12.620,96.260,3.740,11.69,0.875,bilinear -regnety_002.pycls_in1k,224,87.350,12.650,96.600,3.400,3.16,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,87.180,12.820,93.520,6.480,208.20,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,87.160,12.840,96.100,3.900,1.27,0.900,bicubic -vgg13.tv_in1k,224,87.020,12.980,96.310,3.690,133.05,0.875,bilinear -efficientvit_m1.r224_in1k,224,86.810,13.190,96.000,4.000,2.98,0.875,bicubic -vgg11.tv_in1k,224,86.580,13.420,96.310,3.690,132.86,0.875,bilinear -repghostnet_058.in1k,224,86.510,13.490,95.900,4.100,2.55,0.875,bicubic -resnet18.a3_in1k,224,86.430,13.570,95.900,4.100,11.69,0.950,bicubic -dla60x_c.in1k,224,86.330,13.670,96.090,3.910,1.32,0.875,bilinear -resnet10t.c3_in1k,224,86.250,13.750,95.720,4.280,5.44,0.950,bicubic -regnetx_002.pycls_in1k,224,86.200,13.800,95.970,4.030,2.68,0.875,bicubic -lcnet_075.ra2_in1k,224,86.040,13.960,95.680,4.320,2.36,0.875,bicubic -tf_mobilenetv3_small_100.in1k,224,85.220,14.780,95.770,4.230,2.54,0.875,bilinear -mobilenetv3_small_100.lamb_in1k,224,85.190,14.810,95.620,4.380,2.54,0.875,bicubic -repghostnet_050.in1k,224,85.040,14.960,95.220,4.780,2.31,0.875,bicubic -tinynet_d.in1k,152,84.830,15.170,95.220,4.780,2.34,0.875,bicubic -resnet10t.c3_in1k,176,84.780,15.220,95.010,4.990,5.44,0.875,bicubic -mnasnet_small.lamb_in1k,224,84.370,15.630,95.170,4.830,2.03,0.875,bicubic -dla46x_c.in1k,224,84.350,15.650,95.240,4.760,1.07,0.875,bilinear -resnet18.a3_in1k,160,84.270,15.730,94.630,5.370,11.69,0.950,bicubic -mobilenetv2_050.lamb_in1k,224,83.940,16.060,94.590,5.410,1.97,0.875,bicubic -dla46_c.in1k,224,83.620,16.380,94.920,5.080,1.30,0.875,bilinear -tf_mobilenetv3_small_075.in1k,224,83.520,16.480,94.860,5.140,2.04,0.875,bilinear -mobilenetv3_small_075.lamb_in1k,224,83.110,16.890,94.150,5.850,2.04,0.875,bicubic -efficientvit_m0.r224_in1k,224,82.400,17.600,94.420,5.580,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,81.720,18.280,93.730,6.270,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,81.320,18.680,93.700,6.300,2.04,0.875,bilinear -tinynet_e.in1k,106,78.990,21.010,92.560,7.440,2.04,0.875,bicubic -mobilenetv3_small_050.lamb_in1k,224,76.980,23.020,91.310,8.690,1.59,0.875,bicubic -test_efficientnet.r160_in1k,160,67.110,32.890,86.100,13.900,0.36,0.875,bicubic -test_byobnet.r160_in1k,160,65.870,34.130,86.270,13.730,0.46,0.875,bicubic -test_vit.r160_in1k,160,62.460,37.540,84.540,15.460,0.37,0.875,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.94,1.06,99.91,0.09,305.08,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,98.85,1.15,99.84,0.16,305.08,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.83,1.17,99.87,0.13,305.08,1.0,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,98.82,1.18,99.9,0.1,1014.45,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,98.81,1.19,99.82,0.18,1013.01,1.0,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.81,1.19,99.9,0.1,1013.01,1.0,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,98.78,1.22,99.83,0.17,414.14,1.0,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,98.75,1.25,99.81,0.19,304.53,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,98.73,1.27,99.79,0.21,305.08,1.0,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,98.72,1.28,99.87,0.13,304.53,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,98.67,1.33,99.86,0.14,660.29,1.0,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,98.64,1.36,99.8,0.2,119.88,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,98.62,1.38,99.8,0.2,87.12,1.0,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,98.62,1.38,99.83,0.17,429.38,1.0,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,98.62,1.38,99.8,0.2,475.77,1.0,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,98.61,1.39,99.79,0.21,212.33,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,98.59,1.41,99.87,0.13,660.29,1.0,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,98.56,1.44,99.83,0.17,305.67,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,98.55,1.45,99.76,0.24,304.43,0.95,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,98.54,1.46,99.82,0.18,480.31,0.96,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,98.52,1.48,99.75,0.25,119.65,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,98.5,1.5,99.84,0.16,480.31,0.936,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,98.5,1.5,99.82,0.18,305.0,1.0,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,98.5,1.5,99.78,0.22,475.32,1.0,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,98.49,1.51,99.75,0.25,212.03,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,98.48,1.52,99.75,0.25,200.13,1.0,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,98.46,1.54,99.75,0.25,304.76,1.0,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,98.46,1.54,99.75,0.25,1012.56,0.9,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,98.45,1.55,99.8,0.2,846.47,1.0,bicubic +regnety_1280.swag_ft_in1k,384,98.45,1.55,99.87,0.13,644.81,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,98.44,1.56,99.82,0.18,98.75,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,98.44,1.56,99.82,0.18,87.12,1.0,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.43,1.57,99.82,0.18,632.46,1.0,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,98.42,1.58,99.77,0.23,304.14,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,98.42,1.58,99.81,0.19,350.2,1.0,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,98.4,1.6,99.81,0.19,136.5,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,98.38,1.62,99.76,0.24,197.96,1.0,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,98.36,1.64,99.83,0.17,304.14,1.0,bicubic 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+tresnet_m.miil_in1k_448,448,94.98,5.02,98.98,1.02,31.39,0.875,bilinear +resnet50.d_in1k,288,94.98,5.02,98.83,1.17,25.56,1.0,bicubic +efficientnetv2_rw_t.ra2_in1k,224,94.98,5.02,98.75,1.25,13.65,1.0,bicubic +rexnet_200.nav_in1k,224,94.98,5.02,98.99,1.01,16.37,0.875,bicubic +resnetv2_50d_evos.ah_in1k,224,94.97,5.03,98.75,1.25,25.59,0.95,bicubic +hgnet_tiny.paddle_in1k,288,94.96,5.04,99.06,0.94,14.74,1.0,bicubic +vit_base_patch16_384.augreg_in1k,384,94.96,5.04,98.91,1.09,86.86,1.0,bicubic +resnest50d_4s2x40d.in1k,224,94.96,5.04,99.07,0.93,30.42,0.875,bicubic +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,94.96,5.04,98.87,1.13,5.76,1.0,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,94.95,5.05,98.8,1.2,8.46,0.95,bicubic +resnet152.a2_in1k,224,94.95,5.05,98.57,1.43,60.19,0.95,bicubic +edgenext_small.usi_in1k,256,94.95,5.05,98.96,1.04,5.59,0.95,bicubic +seresnext101_64x4d.gluon_in1k,224,94.94,5.06,98.8,1.2,88.23,0.875,bicubic +senet154.gluon_in1k,224,94.93,5.07,98.77,1.23,115.09,0.875,bicubic +convnext_nano.d1h_in1k,224,94.93,5.07,98.67,1.33,15.59,0.95,bicubic +seresnext101_32x4d.gluon_in1k,224,94.92,5.08,98.78,1.22,48.96,0.875,bicubic +gcresnet33ts.ra2_in1k,288,94.92,5.08,98.88,1.12,19.88,1.0,bicubic +fastvit_sa12.apple_in1k,256,94.89,5.11,98.86,1.14,11.58,0.9,bicubic +repvit_m1_1.dist_450e_in1k,224,94.89,5.11,98.92,1.08,8.8,0.95,bicubic +resnet50.c2_in1k,288,94.89,5.11,98.81,1.19,25.56,1.0,bicubic +ese_vovnet39b.ra_in1k,288,94.89,5.11,98.91,1.09,24.57,0.95,bicubic +tf_efficientnet_lite4.in1k,380,94.89,5.11,99.02,0.98,13.01,0.92,bilinear +resmlp_36_224.fb_distilled_in1k,224,94.88,5.12,98.87,1.13,44.69,0.875,bicubic +resnet50.b1k_in1k,288,94.87,5.13,98.8,1.2,25.56,1.0,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,94.87,5.13,98.81,1.19,9.72,1.0,bicubic +wide_resnet50_2.tv2_in1k,224,94.87,5.13,98.95,1.05,68.88,0.965,bilinear +convnext_tiny.fb_in22k_ft_in1k,288,94.87,5.13,98.55,1.45,28.59,1.0,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,224,94.87,5.13,98.68,1.32,11.07,0.95,bicubic +fastvit_s12.apple_dist_in1k,256,94.87,5.13,98.77,1.23,9.47,0.9,bicubic +mobilevitv2_175.cvnets_in1k,256,94.87,5.13,98.86,1.14,14.25,0.888,bicubic +gcresnext50ts.ch_in1k,288,94.87,5.13,98.85,1.15,15.67,1.0,bicubic +cs3sedarknet_l.c2ns_in1k,256,94.87,5.13,98.9,1.1,21.91,0.887,bicubic +resnetv2_50.a1h_in1k,288,94.86,5.14,98.87,1.13,25.55,1.0,bicubic +gcresnet50t.ra2_in1k,256,94.86,5.14,98.79,1.21,25.9,0.9,bicubic +mobilevitv2_200.cvnets_in1k,256,94.86,5.14,98.72,1.28,18.45,0.888,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,94.86,5.14,98.94,1.06,14.62,0.95,bilinear +seresnet33ts.ra2_in1k,256,94.86,5.14,98.81,1.19,19.78,0.9,bicubic +crossvit_small_240.in1k,240,94.85,5.15,99.02,0.98,26.86,0.875,bicubic +lambda_resnet50ts.a1h_in1k,256,94.85,5.15,98.47,1.53,21.54,0.95,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,240,94.85,5.15,98.71,1.29,7.79,0.9,bicubic +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,94.85,5.15,98.88,1.12,25.03,0.875,bilinear +resnext50_32x4d.a1_in1k,288,94.84,5.16,98.62,1.38,25.03,1.0,bicubic +ecaresnet50t.ra2_in1k,256,94.84,5.16,98.91,1.09,25.57,0.875,bicubic +res2net101d.in1k,224,94.84,5.16,98.78,1.22,45.23,0.875,bilinear +cspresnext50.ra_in1k,256,94.83,5.17,98.73,1.27,20.57,0.887,bilinear +resnest50d.in1k,224,94.83,5.17,98.87,1.13,27.48,0.875,bilinear +resnet152d.gluon_in1k,224,94.82,5.18,98.76,1.24,60.21,0.875,bicubic +swiftformer_l1.dist_in1k,224,94.8,5.2,98.93,1.07,12.06,0.95,bicubic +resnet50.c1_in1k,288,94.79,5.21,98.92,1.08,25.56,1.0,bicubic +sehalonet33ts.ra2_in1k,256,94.79,5.21,98.57,1.43,13.69,0.94,bicubic +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,94.79,5.21,98.95,1.05,13.42,0.95,bicubic +resnet50.a1h_in1k,224,94.78,5.22,98.69,1.31,25.56,1.0,bicubic +resnet50.a1_in1k,288,94.77,5.23,98.76,1.24,25.56,1.0,bicubic +resnet50d.a1_in1k,288,94.76,5.24,98.47,1.53,25.58,1.0,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,256,94.76,5.24,98.86,1.14,9.72,1.0,bicubic +repvit_m1_1.dist_300e_in1k,224,94.76,5.24,98.93,1.07,8.8,0.95,bicubic +resnest50d_1s4x24d.in1k,224,94.76,5.24,98.98,1.02,25.68,0.875,bicubic +ecaresnetlight.miil_in1k,224,94.76,5.24,98.8,1.2,30.16,0.875,bicubic +resnetv2_50d_gn.ah_in1k,224,94.76,5.24,98.69,1.31,25.57,0.95,bicubic +convnext_pico.d1_in1k,288,94.75,5.25,98.7,1.3,9.05,0.95,bicubic +haloregnetz_b.ra3_in1k,224,94.74,5.26,98.68,1.32,11.68,0.94,bicubic +vit_small_patch16_rope_224.naver_in1k,224,94.74,5.26,98.22,1.78,21.98,0.9,bicubic +repvit_m2.dist_in1k,224,94.74,5.26,98.67,1.33,8.8,0.95,bicubic +convnext_nano_ols.d1h_in1k,224,94.74,5.26,98.62,1.38,15.65,0.95,bicubic +resnet101s.gluon_in1k,224,94.74,5.26,98.82,1.18,44.67,0.875,bicubic +resnet152.a3_in1k,224,94.72,5.28,98.69,1.31,60.19,0.95,bicubic +resnet50.b2k_in1k,288,94.72,5.28,98.82,1.18,25.56,1.0,bicubic +deit_small_distilled_patch16_224.fb_in1k,224,94.71,5.29,99.02,0.98,22.44,0.9,bicubic +resnetrs101.tf_in1k,192,94.7,5.3,98.71,1.29,63.62,0.94,bicubic +resnet101.a2_in1k,224,94.7,5.3,98.64,1.36,44.55,0.95,bicubic +vit_small_patch16_rope_mixed_224.naver_in1k,224,94.7,5.3,98.58,1.42,21.99,0.9,bicubic +resnext50_32x4d.ra_in1k,288,94.69,5.31,98.76,1.24,25.03,0.95,bicubic +maxvit_rmlp_pico_rw_256.sw_in1k,256,94.69,5.31,98.8,1.2,7.52,0.95,bicubic +ecaresnet50t.a1_in1k,224,94.68,5.32,98.58,1.42,25.57,0.95,bicubic +edgenext_small_rw.sw_in1k,320,94.68,5.32,98.82,1.18,7.83,1.0,bicubic +xcit_tiny_12_p8_224.fb_in1k,224,94.68,5.32,98.83,1.17,6.71,1.0,bicubic +seresnet50.a2_in1k,288,94.68,5.32,98.76,1.24,28.09,1.0,bicubic +resnext101_64x4d.gluon_in1k,224,94.67,5.33,98.65,1.35,83.46,0.875,bicubic +cspdarknet53.ra_in1k,256,94.67,5.33,98.8,1.2,27.64,0.887,bilinear +sebotnet33ts_256.a1h_in1k,256,94.67,5.33,98.5,1.5,13.7,0.94,bicubic +seresnet50.a1_in1k,288,94.67,5.33,98.73,1.27,28.09,1.0,bicubic +regnetx_032.tv2_in1k,224,94.66,5.34,98.84,1.16,15.3,0.965,bicubic +resnet50.tv2_in1k,224,94.66,5.34,98.78,1.22,25.56,0.965,bilinear +pit_s_224.in1k,224,94.66,5.34,98.72,1.28,23.46,0.9,bicubic +cs3darknet_focus_l.c2ns_in1k,256,94.66,5.34,98.81,1.19,21.15,0.887,bicubic +efficientnet_b3_pruned.in1k,300,94.66,5.34,98.74,1.26,9.86,0.904,bicubic +convnext_pico_ols.d1_in1k,288,94.65,5.35,98.77,1.23,9.06,1.0,bicubic +gernet_m.idstcv_in1k,224,94.65,5.35,98.86,1.14,21.14,0.875,bilinear +eca_resnet33ts.ra2_in1k,288,94.65,5.35,98.89,1.11,19.68,1.0,bicubic +resmlp_big_24_224.fb_in1k,224,94.65,5.35,98.51,1.49,129.14,0.875,bicubic +poolformerv2_s24.sail_in1k,224,94.65,5.35,98.83,1.17,21.34,1.0,bicubic +efficientnet_b2.ra_in1k,288,94.64,5.36,98.71,1.29,9.11,1.0,bicubic +resnetaa50.a1h_in1k,224,94.64,5.36,98.59,1.41,25.56,0.95,bicubic +vit_small_patch16_rope_ape_224.naver_in1k,224,94.64,5.36,98.31,1.69,22.06,0.9,bicubic +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,94.64,5.36,98.78,1.22,15.25,0.95,bicubic +resnet50.a2_in1k,288,94.64,5.36,98.66,1.34,25.56,1.0,bicubic +resnet50d.ra4_e3600_r224_in1k,224,94.63,5.37,98.7,1.3,25.58,0.95,bicubic +tf_efficientnet_b3.in1k,300,94.63,5.37,98.77,1.23,12.23,0.904,bicubic +resnext50_32x4d.tv2_in1k,224,94.63,5.37,98.78,1.22,25.03,0.965,bilinear +ecaresnet50d.miil_in1k,224,94.63,5.37,98.88,1.12,25.58,0.875,bicubic +darknet53.c2ns_in1k,288,94.62,5.38,98.9,1.1,41.61,1.0,bicubic +tresnet_m.miil_in1k,224,94.62,5.38,98.56,1.44,31.39,0.875,bilinear +mambaout_femto.in1k,288,94.62,5.38,98.85,1.15,7.3,1.0,bicubic +nf_resnet50.ra2_in1k,288,94.62,5.38,98.8,1.2,25.56,0.94,bicubic +fastvit_t12.apple_dist_in1k,256,94.62,5.38,98.8,1.2,7.55,0.9,bicubic +resnet50d.a2_in1k,288,94.59,5.41,98.67,1.33,25.58,1.0,bicubic +tf_efficientnetv2_b3.in1k,240,94.59,5.41,98.66,1.34,14.36,0.904,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,288,94.58,5.42,98.96,1.04,6.34,1.0,bicubic +regnety_016.tv2_in1k,224,94.58,5.42,98.84,1.16,11.2,0.965,bicubic +regnety_320.pycls_in1k,224,94.58,5.42,98.84,1.16,145.05,0.875,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,288,94.58,5.42,98.88,1.12,6.34,1.0,bicubic +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,94.58,5.42,98.36,1.64,22.06,0.9,bicubic +poolformer_s24.sail_in1k,224,94.58,5.42,98.9,1.1,21.39,0.9,bicubic +inception_resnet_v2.tf_in1k,299,94.57,5.43,98.8,1.2,55.84,0.8975,bicubic +seresnet50.ra2_in1k,224,94.57,5.43,98.76,1.24,28.09,0.875,bicubic +resnext50_32x4d.a2_in1k,288,94.56,5.44,98.64,1.36,25.03,1.0,bicubic +regnetz_b16.ra3_in1k,224,94.56,5.44,98.88,1.12,9.72,0.94,bicubic +repvit_m1_0.dist_450e_in1k,224,94.56,5.44,98.89,1.11,7.3,0.95,bicubic +cs3darknet_l.c2ns_in1k,256,94.55,5.45,98.91,1.09,21.16,0.887,bicubic +repvgg_b3.rvgg_in1k,224,94.55,5.45,98.78,1.22,123.09,0.875,bilinear +resnext50d_32x4d.bt_in1k,288,94.55,5.45,98.69,1.31,25.05,0.95,bicubic +gcresnext50ts.ch_in1k,256,94.54,5.46,98.71,1.29,15.67,0.9,bicubic +resnext50_32x4d.a1h_in1k,224,94.54,5.46,98.6,1.4,25.03,0.95,bicubic +resnext101_32x4d.gluon_in1k,224,94.53,5.47,98.63,1.37,44.18,0.875,bicubic +xcit_tiny_24_p16_224.fb_dist_in1k,224,94.53,5.47,98.8,1.2,12.12,1.0,bicubic +resnet101.a1_in1k,224,94.53,5.47,98.52,1.48,44.55,0.95,bicubic +mobilevitv2_150.cvnets_in1k,256,94.53,5.47,98.72,1.28,10.59,0.888,bicubic +regnety_120.pycls_in1k,224,94.52,5.48,98.82,1.18,51.82,0.875,bicubic +resnet50.ram_in1k,288,94.52,5.48,98.67,1.33,25.56,0.95,bicubic +darknetaa53.c2ns_in1k,288,94.52,5.48,98.76,1.24,36.02,1.0,bilinear +repvgg_b3g4.rvgg_in1k,224,94.52,5.48,98.96,1.04,83.83,0.875,bilinear +tf_efficientnet_b2.ap_in1k,260,94.51,5.49,98.62,1.38,9.11,0.89,bicubic +efficientformer_l1.snap_dist_in1k,224,94.5,5.5,98.82,1.18,12.29,0.95,bicubic +ecaresnet50t.a2_in1k,224,94.5,5.5,98.64,1.36,25.57,0.95,bicubic +convmixer_768_32.in1k,224,94.5,5.5,98.85,1.15,21.11,0.96,bicubic +gcresnet33ts.ra2_in1k,256,94.5,5.5,98.78,1.22,19.88,0.9,bicubic +efficientvit_b1.r288_in1k,288,94.49,5.51,98.54,1.46,9.1,1.0,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,448,94.49,5.51,98.78,1.22,21.82,1.0,bicubic +resnet50.fb_ssl_yfcc100m_ft_in1k,224,94.49,5.51,98.92,1.08,25.56,0.875,bilinear +rexnet_150.nav_in1k,224,94.48,5.52,98.79,1.21,9.73,0.875,bicubic +resnetblur50.bt_in1k,288,94.47,5.53,98.78,1.22,25.56,0.95,bicubic +wide_resnet101_2.tv2_in1k,176,94.47,5.53,98.68,1.32,126.89,0.875,bilinear +convnextv2_pico.fcmae_ft_in1k,224,94.46,5.54,98.62,1.38,9.07,0.875,bicubic +resnetv2_50.a1h_in1k,224,94.45,5.55,98.7,1.3,25.55,0.95,bicubic +resmlp_24_224.fb_distilled_in1k,224,94.45,5.55,98.77,1.23,30.02,0.875,bicubic +regnetx_320.pycls_in1k,224,94.44,5.56,98.73,1.27,107.81,0.875,bicubic +tf_efficientnetv2_b2.in1k,260,94.44,5.56,98.6,1.4,10.1,0.89,bicubic +deit_small_patch16_224.fb_in1k,224,94.43,5.57,98.7,1.3,22.05,0.9,bicubic +resnet50.a1_in1k,224,94.41,5.59,98.43,1.57,25.56,0.95,bicubic +tf_efficientnet_el.in1k,300,94.4,5.6,98.71,1.29,10.59,0.904,bicubic +tf_efficientnet_b2.aa_in1k,260,94.4,5.6,98.6,1.4,9.11,0.89,bicubic +ecaresnet50t.a3_in1k,224,94.4,5.6,98.67,1.33,25.57,0.95,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,288,94.4,5.6,98.49,1.51,21.82,1.0,bicubic +efficientnet_el_pruned.in1k,300,94.39,5.61,98.75,1.25,10.59,0.904,bicubic +inception_v4.tf_in1k,299,94.38,5.62,98.56,1.44,42.68,0.875,bicubic +gcvit_xxtiny.in1k,224,94.38,5.62,98.89,1.11,12.0,0.875,bicubic +regnety_160.pycls_in1k,224,94.37,5.63,98.83,1.17,83.59,0.875,bicubic +dpn107.mx_in1k,224,94.37,5.63,98.48,1.52,86.92,0.875,bicubic +legacy_seresnext101_32x4d.in1k,224,94.37,5.63,98.64,1.36,48.96,0.875,bilinear +resnet50_gn.a1h_in1k,224,94.36,5.64,98.69,1.31,25.56,0.94,bicubic +seresnext50_32x4d.gluon_in1k,224,94.36,5.64,98.62,1.38,27.56,0.875,bicubic +repvit_m1_0.dist_300e_in1k,224,94.33,5.67,98.85,1.15,7.3,0.95,bicubic +xception71.tf_in1k,299,94.33,5.67,98.65,1.35,42.34,0.903,bicubic +resnet50.bt_in1k,288,94.32,5.68,98.64,1.36,25.56,0.95,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,94.32,5.68,98.58,1.42,8.46,0.9,bicubic +res2net50d.in1k,224,94.31,5.69,98.55,1.45,25.72,0.875,bilinear +darknet53.c2ns_in1k,256,94.31,5.69,98.86,1.14,41.61,0.887,bicubic +ecaresnet26t.ra2_in1k,320,94.31,5.69,98.72,1.28,16.01,0.95,bicubic +resnet50d.a1_in1k,224,94.3,5.7,98.36,1.64,25.58,0.95,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,256,94.3,5.7,98.78,1.22,9.72,0.95,bicubic +resnetrs50.tf_in1k,224,94.3,5.7,98.64,1.36,35.69,0.91,bicubic +resnet50d.ra2_in1k,224,94.3,5.7,98.74,1.26,25.58,0.875,bicubic +hgnet_tiny.paddle_in1k,224,94.29,5.71,98.8,1.2,14.74,0.965,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,94.29,5.71,98.75,1.25,9.72,0.95,bicubic +tiny_vit_5m_224.in1k,224,94.28,5.72,98.66,1.34,5.39,0.95,bicubic +dpn92.mx_in1k,224,94.28,5.72,98.75,1.25,37.67,0.875,bicubic +resnet50.c2_in1k,224,94.28,5.72,98.54,1.46,25.56,0.95,bicubic +skresnext50_32x4d.ra_in1k,224,94.26,5.74,98.47,1.53,27.48,0.875,bicubic +ecaresnet50d_pruned.miil_in1k,224,94.26,5.74,98.7,1.3,19.94,0.875,bicubic +cait_xxs36_224.fb_dist_in1k,224,94.26,5.74,98.71,1.29,17.3,1.0,bicubic +resnet101d.gluon_in1k,224,94.25,5.75,98.55,1.45,44.57,0.875,bicubic +regnetx_120.pycls_in1k,224,94.24,5.76,98.65,1.35,46.11,0.875,bicubic +resnet50.ra_in1k,288,94.22,5.78,98.64,1.36,25.56,0.95,bicubic +mambaout_kobe.in1k,224,94.22,5.78,98.6,1.4,9.14,1.0,bicubic +fastvit_s12.apple_in1k,256,94.22,5.78,98.57,1.43,9.47,0.9,bicubic +resnext50d_32x4d.bt_in1k,224,94.22,5.78,98.6,1.4,25.05,0.875,bicubic +inception_resnet_v2.tf_ens_adv_in1k,299,94.22,5.78,98.59,1.41,55.84,0.8975,bicubic +resnetv2_34.ra4_e3600_r224_in1k,288,94.21,5.79,98.56,1.44,21.8,1.0,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,224,94.21,5.79,98.7,1.3,9.72,0.95,bicubic +resmlp_36_224.fb_in1k,224,94.2,5.8,98.66,1.34,44.69,0.875,bicubic +wide_resnet50_2.tv2_in1k,176,94.2,5.8,98.68,1.32,68.88,0.875,bilinear +mixnet_xl.ra_in1k,224,94.2,5.8,98.33,1.67,11.9,0.875,bicubic +efficientformerv2_s1.snap_dist_in1k,224,94.2,5.8,98.63,1.37,6.19,0.95,bicubic +eca_resnet33ts.ra2_in1k,256,94.2,5.8,98.77,1.23,19.68,0.9,bicubic +tf_efficientnet_lite3.in1k,300,94.2,5.8,98.64,1.36,8.2,0.904,bilinear +regnety_080.pycls_in1k,224,94.18,5.82,98.67,1.33,39.18,0.875,bicubic +levit_conv_192.fb_dist_in1k,224,94.18,5.82,98.54,1.46,10.95,0.9,bicubic +levit_192.fb_dist_in1k,224,94.18,5.82,98.54,1.46,10.95,0.9,bicubic +regnetx_016.tv2_in1k,224,94.17,5.83,98.74,1.26,9.19,0.965,bicubic +convnextv2_femto.fcmae_ft_in1k,288,94.17,5.83,98.63,1.37,5.23,0.95,bicubic +regnetx_160.pycls_in1k,224,94.16,5.84,98.74,1.26,54.28,0.875,bicubic +resnet152c.gluon_in1k,224,94.16,5.84,98.63,1.37,60.21,0.875,bicubic +regnety_064.pycls_in1k,224,94.16,5.84,98.72,1.28,30.58,0.875,bicubic +resnet33ts.ra2_in1k,288,94.16,5.84,98.61,1.39,19.68,1.0,bicubic +resnet152.gluon_in1k,224,94.16,5.84,98.46,1.54,60.19,0.875,bicubic +dpn98.mx_in1k,224,94.16,5.84,98.6,1.4,61.57,0.875,bicubic +gmlp_s16_224.ra3_in1k,224,94.15,5.85,98.49,1.51,19.42,0.875,bicubic +nf_resnet50.ra2_in1k,256,94.15,5.85,98.74,1.26,25.56,0.94,bicubic +vit_base_patch16_224.sam_in1k,224,94.15,5.85,98.69,1.31,86.57,0.9,bicubic +nf_regnet_b1.ra2_in1k,288,94.15,5.85,98.63,1.37,10.22,0.9,bicubic +efficientnet_b2_pruned.in1k,260,94.14,5.86,98.52,1.48,8.31,0.89,bicubic +tf_efficientnet_b2.in1k,260,94.13,5.87,98.45,1.55,9.11,0.89,bicubic +resnet50.b2k_in1k,224,94.12,5.88,98.45,1.55,25.56,0.95,bicubic +resnext50_32x4d.ra_in1k,224,94.11,5.89,98.33,1.67,25.03,0.875,bicubic +ese_vovnet39b.ra_in1k,224,94.11,5.89,98.66,1.34,24.57,0.875,bicubic +resnet50d.a2_in1k,224,94.1,5.9,98.48,1.52,25.58,0.95,bicubic +resnet152.tv2_in1k,176,94.1,5.9,98.55,1.45,60.19,0.875,bilinear +xcit_tiny_24_p16_224.fb_in1k,224,94.09,5.91,98.51,1.49,12.12,1.0,bicubic +resnext50_32x4d.a1_in1k,224,94.07,5.93,98.2,1.8,25.03,0.95,bicubic +eca_halonext26ts.c1_in1k,256,94.07,5.93,98.5,1.5,10.76,0.94,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,384,94.07,5.93,98.63,1.37,21.82,1.0,bicubic +resnet50.d_in1k,224,94.06,5.94,98.43,1.57,25.56,0.95,bicubic +dla102x2.in1k,224,94.06,5.94,98.48,1.52,41.28,0.875,bilinear +convnext_pico.d1_in1k,224,94.06,5.94,98.49,1.51,9.05,0.875,bicubic +convnext_pico_ols.d1_in1k,224,94.06,5.94,98.54,1.46,9.06,0.95,bicubic +halonet26t.a1h_in1k,256,94.05,5.95,98.47,1.53,12.48,0.95,bicubic +resnet101.a3_in1k,224,94.05,5.95,98.65,1.35,44.55,0.95,bicubic +coat_lite_mini.in1k,224,94.05,5.95,98.53,1.47,11.01,0.9,bicubic +seresnet50.a1_in1k,224,94.05,5.95,98.41,1.59,28.09,0.95,bicubic +resnext50_32x4d.a2_in1k,224,94.05,5.95,98.24,1.76,25.03,0.95,bicubic +resnet50.c1_in1k,224,94.03,5.97,98.62,1.38,25.56,0.95,bicubic +hrnet_w64.ms_in1k,224,94.03,5.97,98.62,1.38,128.06,0.875,bilinear +dpn131.mx_in1k,224,94.03,5.97,98.71,1.29,79.25,0.875,bicubic +resnet50.b1k_in1k,224,94.03,5.97,98.52,1.48,25.56,0.95,bicubic +efficientvit_b1.r256_in1k,256,94.03,5.97,98.37,1.63,9.1,1.0,bicubic +resmlp_24_224.fb_in1k,224,94.02,5.98,98.35,1.65,30.02,0.875,bicubic +efficientnet_b2.ra_in1k,256,94.02,5.98,98.46,1.54,9.11,0.875,bicubic +mobilevitv2_125.cvnets_in1k,256,93.99,6.01,98.56,1.44,7.48,0.888,bicubic +resnet50.am_in1k,224,93.99,6.01,98.52,1.48,25.56,0.875,bicubic +fbnetv3_b.ra2_in1k,256,93.99,6.01,98.63,1.37,8.6,0.95,bilinear +fastvit_t12.apple_in1k,256,93.99,6.01,98.6,1.4,7.55,0.9,bicubic +dpn68b.ra_in1k,288,93.98,6.02,98.32,1.68,12.61,1.0,bicubic +resnetblur50.bt_in1k,224,93.98,6.02,98.54,1.46,25.56,0.875,bicubic +shvit_s4.in1k,256,93.97,6.03,98.46,1.54,16.59,0.875,bicubic +seresnet50.a2_in1k,224,93.96,6.04,98.39,1.61,28.09,0.95,bicubic +tf_efficientnetv2_b1.in1k,240,93.96,6.04,98.63,1.37,8.14,0.882,bicubic +convnext_femto.d1_in1k,288,93.93,6.07,98.53,1.47,5.22,0.95,bicubic +hrnet_w48.ms_in1k,224,93.93,6.07,98.6,1.4,77.47,0.875,bilinear +edgenext_small_rw.sw_in1k,256,93.93,6.07,98.55,1.45,7.83,0.9,bicubic +fbnetv3_d.ra2_in1k,256,93.92,6.08,98.74,1.26,10.31,0.95,bilinear +tf_efficientnet_cc_b1_8e.in1k,240,93.92,6.08,98.27,1.73,39.72,0.882,bicubic +vit_small_patch16_224.augreg_in1k,224,93.9,6.1,98.46,1.54,22.05,0.9,bicubic +regnetx_064.pycls_in1k,224,93.9,6.1,98.63,1.37,26.21,0.875,bicubic +darknetaa53.c2ns_in1k,256,93.9,6.1,98.63,1.37,36.02,0.887,bilinear +rexnet_130.nav_in1k,224,93.89,6.11,98.42,1.58,7.56,0.875,bicubic +convnext_femto_ols.d1_in1k,288,93.89,6.11,98.62,1.38,5.23,0.95,bicubic +regnety_040.pycls_in1k,224,93.88,6.12,98.65,1.35,20.65,0.875,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,224,93.88,6.12,98.71,1.29,6.34,0.965,bicubic +repvgg_b2g4.rvgg_in1k,224,93.87,6.13,98.61,1.39,61.76,0.875,bilinear +lambda_resnet26t.c1_in1k,256,93.87,6.13,98.6,1.4,10.96,0.94,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,256,93.87,6.13,98.39,1.61,5.29,1.0,bicubic +resnet50.a2_in1k,224,93.85,6.15,98.36,1.64,25.56,0.95,bicubic +regnetx_080.pycls_in1k,224,93.85,6.15,98.52,1.48,39.57,0.875,bicubic +efficientnet_em.ra2_in1k,240,93.84,6.16,98.81,1.19,6.9,0.882,bicubic +ecaresnet26t.ra2_in1k,256,93.84,6.16,98.65,1.35,16.01,0.875,bicubic +resnext50_32x4d.gluon_in1k,224,93.83,6.17,98.41,1.59,25.03,0.875,bicubic +resnet32ts.ra2_in1k,288,93.83,6.17,98.66,1.34,17.96,1.0,bicubic +pvt_v2_b1.in1k,224,93.83,6.17,98.66,1.34,14.01,0.9,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,288,93.82,6.18,98.76,1.24,6.0,1.0,bicubic +tf_efficientnetv2_b2.in1k,208,93.82,6.18,98.36,1.64,10.1,0.89,bicubic +resnet101.tv2_in1k,176,93.82,6.18,98.45,1.55,44.55,0.875,bilinear +resnext101_32x8d.tv_in1k,224,93.81,6.19,98.58,1.42,88.79,0.875,bilinear +resnet50.ram_in1k,224,93.81,6.19,98.4,1.6,25.56,0.875,bicubic +cspresnet50.ra_in1k,256,93.8,6.2,98.63,1.37,21.62,0.887,bilinear +starnet_s4.in1k,224,93.8,6.2,98.43,1.57,7.48,0.875,bicubic +eca_botnext26ts_256.c1_in1k,256,93.8,6.2,98.5,1.5,10.59,0.95,bicubic +resnet50.tv2_in1k,176,93.79,6.21,98.5,1.5,25.56,0.875,bilinear +resnet50d.gluon_in1k,224,93.79,6.21,98.39,1.61,25.58,0.875,bicubic +pit_xs_distilled_224.in1k,224,93.78,6.22,98.61,1.39,11.0,0.9,bicubic +mobileone_s4.apple_in1k,224,93.77,6.23,98.25,1.75,14.95,0.9,bilinear +xception65.tf_in1k,299,93.77,6.23,98.42,1.58,39.92,0.903,bicubic +wide_resnet101_2.tv_in1k,224,93.76,6.24,98.52,1.48,126.89,0.875,bilinear +res2net101_26w_4s.in1k,224,93.75,6.25,98.32,1.68,45.21,0.875,bilinear +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,93.75,6.25,98.1,1.9,119.42,0.9,bicubic +resnet101.gluon_in1k,224,93.73,6.27,98.4,1.6,44.55,0.875,bicubic +lambda_resnet26rpt_256.c1_in1k,256,93.73,6.27,98.49,1.51,10.99,0.94,bicubic +legacy_seresnext50_32x4d.in1k,224,93.73,6.27,98.59,1.41,27.56,0.875,bilinear +tf_efficientnet_b1.ap_in1k,240,93.72,6.28,98.37,1.63,7.79,0.882,bicubic +mambaout_femto.in1k,224,93.7,6.3,98.5,1.5,7.3,1.0,bicubic 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+spnasnet_100.rmsp_in1k,224,90.31,9.69,97.19,2.81,4.42,0.875,bilinear +resnet18d.ra2_in1k,288,90.31,9.69,97.56,2.44,11.71,0.95,bicubic +resnet18.fb_ssl_yfcc100m_ft_in1k,224,90.25,9.75,97.56,2.44,11.69,0.875,bilinear +crossvit_tiny_240.in1k,240,90.24,9.76,97.61,2.39,7.01,0.875,bicubic +ghostnet_100.in1k,224,90.2,9.8,97.25,2.75,5.18,0.875,bicubic +resnetv2_18.ra4_e3600_r224_in1k,224,90.14,9.86,97.31,2.69,11.69,0.9,bicubic +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,90.13,9.87,97.27,2.73,2.16,0.9,bicubic +vgg19_bn.tv_in1k,224,90.1,9.9,97.58,2.42,143.68,0.875,bilinear +semnasnet_075.rmsp_in1k,224,90.09,9.91,97.43,2.57,2.91,0.875,bicubic +vgg16_bn.tv_in1k,224,90.09,9.91,97.37,2.63,138.37,0.875,bilinear +mobilenetv4_conv_small.e2400_r224_in1k,224,90.07,9.93,97.28,2.72,3.77,0.875,bicubic +convnext_zepto_rms.ra4_e3600_r224_in1k,224,90.02,9.98,97.3,2.7,2.16,0.875,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,89.99,10.01,97.47,2.53,3.27,1.0,bicubic +pit_ti_224.in1k,224,89.95,10.05,97.44,2.56,4.85,0.9,bicubic +resnet34.a3_in1k,224,89.94,10.06,97.17,2.83,21.8,0.95,bicubic +resnet34.tv_in1k,224,89.93,10.07,97.34,2.66,21.8,0.875,bilinear +mobilenetv4_conv_small.e1200_r224_in1k,224,89.9,10.1,97.23,2.77,3.77,0.875,bicubic +efficientvit_m3.r224_in1k,224,89.88,10.12,97.53,2.47,6.9,0.875,bicubic +vit_base_patch32_224.sam_in1k,224,89.75,10.25,96.98,3.02,88.22,0.9,bicubic +resnet18.a1_in1k,288,89.72,10.28,97.1,2.9,11.69,1.0,bicubic +shvit_s1.in1k,224,89.69,10.31,97.23,2.77,6.33,0.875,bicubic +deit_tiny_patch16_224.fb_in1k,224,89.69,10.31,97.5,2.5,5.72,0.9,bicubic +tf_mobilenetv3_large_075.in1k,224,89.67,10.33,97.22,2.78,3.99,0.875,bilinear +skresnet18.ra_in1k,224,89.66,10.34,97.24,2.76,11.96,0.875,bicubic +xcit_nano_12_p16_224.fb_dist_in1k,224,89.66,10.34,97.09,2.91,3.05,1.0,bicubic +mobilenetv2_100.ra_in1k,224,89.61,10.39,97.16,2.84,3.5,0.875,bicubic +resnet18.a2_in1k,288,89.58,10.42,96.96,3.04,11.69,1.0,bicubic +hrnet_w18_small.gluon_in1k,224,89.47,10.53,97.03,2.97,13.19,0.875,bicubic +resnet18d.ra2_in1k,224,89.33,10.67,97.18,2.82,11.71,0.875,bicubic +repvgg_a0.rvgg_in1k,224,89.26,10.74,96.93,3.07,9.11,0.875,bilinear +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,89.23,10.77,97.22,2.78,6.34,0.9,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,89.18,10.82,96.9,3.1,3.27,0.887,bicubic +hrnet_w18_small.ms_in1k,224,89.05,10.95,97.08,2.92,13.19,0.875,bilinear +vgg19.tv_in1k,224,89.05,10.95,96.88,3.12,143.67,0.875,bilinear +resnet14t.c3_in1k,224,89.0,11.0,96.7,3.3,10.08,0.95,bicubic +repghostnet_080.in1k,224,88.97,11.03,96.77,3.23,3.28,0.875,bicubic +tf_mobilenetv3_large_minimal_100.in1k,224,88.95,11.05,96.87,3.13,3.92,0.875,bilinear +regnetx_004.pycls_in1k,224,88.92,11.08,97.1,2.9,5.16,0.875,bicubic +legacy_seresnet18.in1k,224,88.89,11.11,96.95,3.05,11.78,0.875,bicubic +edgenext_xx_small.in1k,288,88.87,11.13,96.68,3.32,1.33,1.0,bicubic +vgg13_bn.tv_in1k,224,88.78,11.22,96.97,3.03,133.05,0.875,bilinear +pvt_v2_b0.in1k,224,88.78,11.22,96.87,3.13,3.67,0.9,bicubic +lcnet_100.ra2_in1k,224,88.76,11.24,96.71,3.29,2.95,0.875,bicubic +xcit_nano_12_p16_224.fb_in1k,224,88.6,11.4,96.83,3.17,3.05,1.0,bicubic +vgg16.tv_in1k,224,88.54,11.46,96.8,3.2,138.36,0.875,bilinear +efficientvit_m2.r224_in1k,224,88.45,11.55,96.91,3.09,4.19,0.875,bicubic +resnet18.a1_in1k,224,88.44,11.56,96.65,3.35,11.69,0.95,bicubic +edgenext_xx_small.in1k,256,88.4,11.6,96.53,3.47,1.33,0.9,bicubic +resnet18.gluon_in1k,224,88.37,11.63,96.7,3.3,11.69,0.875,bicubic +mobileone_s0.apple_in1k,224,88.32,11.68,96.43,3.57,5.29,0.875,bilinear +resnet14t.c3_in1k,176,88.29,11.71,96.37,3.63,10.08,0.875,bicubic +fasternet_t0.in1k,224,88.27,11.73,96.52,3.48,3.91,1.0,bicubic +mobilevitv2_050.cvnets_in1k,256,88.23,11.77,96.96,3.04,1.37,0.888,bicubic +resnet18.a2_in1k,224,88.03,11.97,96.42,3.58,11.69,0.95,bicubic +efficientvit_b0.r224_in1k,224,88.0,12.0,96.08,3.92,3.41,0.95,bicubic +resnet34.a3_in1k,160,87.9,12.1,96.47,3.53,21.8,0.95,bicubic +tinynet_c.in1k,184,87.8,12.2,96.38,3.62,2.46,0.875,bicubic +vgg11_bn.tv_in1k,224,87.5,12.5,96.81,3.19,132.87,0.875,bilinear +resnet18.tv_in1k,224,87.38,12.62,96.27,3.73,11.69,0.875,bilinear +regnety_002.pycls_in1k,224,87.35,12.65,96.6,3.4,3.16,0.875,bicubic +mobilevit_xxs.cvnets_in1k,256,87.15,12.85,96.1,3.9,1.27,0.9,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,87.15,12.85,93.53,6.47,208.2,0.875,bicubic +vgg13.tv_in1k,224,87.02,12.98,96.31,3.69,133.05,0.875,bilinear +efficientvit_m1.r224_in1k,224,86.8,13.2,96.01,3.99,2.98,0.875,bicubic +vgg11.tv_in1k,224,86.57,13.43,96.31,3.69,132.86,0.875,bilinear +repghostnet_058.in1k,224,86.5,13.5,95.9,4.1,2.55,0.875,bicubic +resnet18.a3_in1k,224,86.46,13.54,95.89,4.11,11.69,0.95,bicubic +dla60x_c.in1k,224,86.33,13.67,96.09,3.91,1.32,0.875,bilinear +resnet10t.c3_in1k,224,86.25,13.75,95.76,4.24,5.44,0.95,bicubic +regnetx_002.pycls_in1k,224,86.2,13.8,95.97,4.03,2.68,0.875,bicubic +lcnet_075.ra2_in1k,224,86.03,13.97,95.68,4.32,2.36,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,85.22,14.78,95.77,4.23,2.54,0.875,bilinear +mobilenetv3_small_100.lamb_in1k,224,85.19,14.81,95.62,4.38,2.54,0.875,bicubic +repghostnet_050.in1k,224,85.04,14.96,95.22,4.78,2.31,0.875,bicubic +tinynet_d.in1k,152,84.83,15.17,95.22,4.78,2.34,0.875,bicubic +resnet10t.c3_in1k,176,84.79,15.21,95.01,4.99,5.44,0.875,bicubic +mnasnet_small.lamb_in1k,224,84.36,15.64,95.16,4.84,2.03,0.875,bicubic +resnet18.a3_in1k,160,84.28,15.72,94.62,5.38,11.69,0.95,bicubic +dla46x_c.in1k,224,84.27,15.73,95.24,4.76,1.07,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,256,84.16,15.84,95.14,4.86,2.24,0.95,bicubic +mobilenetv2_050.lamb_in1k,224,83.94,16.06,94.59,5.41,1.97,0.875,bicubic +dla46_c.in1k,224,83.64,16.36,94.93,5.07,1.3,0.875,bilinear +tf_mobilenetv3_small_075.in1k,224,83.55,16.45,94.86,5.14,2.04,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,224,83.42,16.58,94.58,5.42,2.24,0.875,bicubic +mobilenetv3_small_075.lamb_in1k,224,83.11,16.89,94.15,5.85,2.04,0.875,bicubic +efficientvit_m0.r224_in1k,224,82.41,17.59,94.44,5.56,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,81.73,18.27,93.73,6.27,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,81.34,18.66,93.69,6.31,2.04,0.875,bilinear +tinynet_e.in1k,106,78.98,21.02,92.56,7.44,2.04,0.875,bicubic +test_vit3.r160_in1k,160,77.58,22.42,92.35,7.65,0.93,0.95,bicubic +mobilenetv3_small_050.lamb_in1k,224,77.03,22.97,91.3,8.7,1.59,0.875,bicubic +test_convnext2.r160_in1k,160,74.92,25.08,91.12,8.88,0.48,0.95,bicubic +test_convnext3.r160_in1k,160,74.28,25.72,90.61,9.39,0.47,0.95,bicubic +test_convnext.r160_in1k,160,69.42,30.58,88.65,11.35,0.27,0.95,bicubic +test_nfnet.r160_in1k,160,68.11,31.89,88.03,11.97,0.38,0.95,bicubic +test_efficientnet_evos.r160_in1k,160,66.81,33.19,86.3,13.7,0.36,0.95,bicubic +test_efficientnet.r160_in1k,160,66.4,33.6,86.29,13.71,0.36,0.95,bicubic +test_byobnet.r160_in1k,160,65.89,34.11,86.18,13.82,0.46,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,64.8,35.2,85.33,14.67,0.36,0.95,bicubic +test_vit2.r160_in1k,160,64.64,35.36,85.45,14.55,0.46,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,64.51,35.49,85.57,14.43,0.36,0.95,bicubic +test_vit.r160_in1k,160,62.49,37.51,84.38,15.62,0.37,0.95,bicubic +test_resnet.r160_in1k,160,62.16,37.84,84.21,15.79,0.47,0.95,bilinear +resmlp_12_224.fb_dino,224,0.69,99.31,2.86,97.14,15.35,0.875,bicubic +resmlp_24_224.fb_dino,224,0.5,99.5,2.67,97.33,30.02,0.875,bicubic diff --git a/results/results-imagenet-a.csv b/results/results-imagenet-a.csv index 2ce27ae8ff..43458eb33d 100644 --- a/results/results-imagenet-a.csv +++ b/results/results-imagenet-a.csv @@ -1,1446 +1,1559 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,88.640,11.360,97.360,2.640,305.08,1.000,bicubic,-10.190,-2.520,+2 -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,88.413,11.587,97.040,2.960,305.08,1.000,bicubic,-10.527,-2.870,-1 -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,87.320,12.680,96.800,3.200,"1,014.45",1.000,bicubic,-11.500,-3.100,+1 -eva02_large_patch14_448.mim_m38m_ft_in1k,448,87.040,12.960,96.360,3.640,305.08,1.000,bicubic,-11.690,-3.430,+4 -eva02_large_patch14_448.mim_in22k_ft_in1k,448,86.227,13.773,95.880,4.120,305.08,1.000,bicubic,-12.623,-3.960,-3 -eva_giant_patch14_336.clip_ft_in1k,336,85.120,14.880,95.667,4.333,"1,013.01",1.000,bicubic,-13.690,-4.233,0 -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,85.013,14.987,96.253,3.747,"1,013.01",1.000,bicubic,-13.797,-3.567,-2 -tf_efficientnet_l2.ns_jft_in1k,800,84.680,15.320,96.040,3.960,480.31,0.960,bicubic,-13.860,-3.780,+10 -regnety_1280.swag_ft_in1k,384,83.760,16.240,96.133,3.867,644.81,1.000,bicubic,-14.690,-3.747,+18 -eva_large_patch14_336.in22k_ft_in22k_in1k,336,83.533,16.467,95.187,4.813,304.53,1.000,bicubic,-15.217,-4.623,-3 -tf_efficientnet_l2.ns_jft_in1k_475,475,83.373,16.627,95.467,4.533,480.31,0.936,bicubic,-15.127,-4.353,+9 -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,83.360,16.640,95.907,4.093,660.29,1.000,bicubic,-15.230,-3.963,+3 -maxvit_xlarge_tf_512.in21k_ft_in1k,512,83.147,16.853,95.347,4.653,475.77,1.000,bicubic,-15.473,-4.453,0 -beit_large_patch16_512.in22k_ft_in22k_in1k,512,82.960,17.040,95.720,4.280,305.67,1.000,bicubic,-15.600,-4.110,+2 -eva_large_patch14_336.in22k_ft_in1k,336,82.667,17.333,95.547,4.453,304.53,1.000,bicubic,-16.053,-4.323,-6 -maxvit_large_tf_512.in21k_ft_in1k,512,81.693,18.307,94.987,5.013,212.33,1.000,bicubic,-16.917,-4.803,-2 -eva_giant_patch14_224.clip_ft_in1k,224,81.080,18.920,94.187,5.813,"1,012.56",0.900,bicubic,-17.380,-5.563,+9 -maxvit_base_tf_512.in21k_ft_in1k,512,81.053,18.947,94.320,5.680,119.88,1.000,bicubic,-17.587,-5.480,-7 -maxvit_xlarge_tf_384.in21k_ft_in1k,384,80.933,19.067,94.440,5.560,475.32,1.000,bicubic,-17.567,-5.400,+3 -beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.173,19.827,94.733,5.267,305.00,1.000,bicubic,-18.327,-5.047,+1 -caformer_b36.sail_in22k_ft_in1k_384,384,79.587,20.413,94.320,5.680,98.75,1.000,bicubic,-18.853,-5.500,+7 -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.373,20.627,94.547,5.453,660.29,1.000,bicubic,-19.297,-5.313,-12 -deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.320,20.680,93.613,6.387,304.76,1.000,bicubic,-19.140,-6.137,+2 -maxvit_large_tf_384.in21k_ft_in1k,384,78.093,21.907,93.200,6.800,212.03,1.000,bicubic,-20.397,-6.550,-1 -eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.813,22.187,93.213,6.787,87.12,1.000,bicubic,-20.627,-6.607,+5 -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.587,22.413,93.080,6.920,87.12,1.000,bicubic,-21.043,-6.720,-14 -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,77.147,22.853,93.640,6.360,304.53,1.000,bicubic,-21.123,-6.130,+13 -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,76.867,23.133,94.213,5.787,846.47,1.000,bicubic,-21.573,-5.607,+1 -maxvit_base_tf_384.in21k_ft_in1k,384,76.707,23.293,92.387,7.613,119.65,1.000,bicubic,-21.813,-7.363,-10 -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.600,23.400,93.307,6.693,304.43,0.950,bicubic,-21.950,-6.453,-13 -eva_large_patch14_196.in22k_ft_in22k_in1k,196,75.400,24.600,91.627,8.373,304.14,1.000,bicubic,-23.030,-8.143,+1 -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,74.867,25.133,91.440,8.560,116.14,1.000,bicubic,-23.313,-8.330,+18 -regnety_1280.swag_lc_in1k,224,74.547,25.453,91.627,8.373,644.81,0.965,bicubic,-23.113,-7.973,+93 -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,74.347,25.653,92.360,7.640,196.74,1.000,bicubic,-23.813,-7.350,+22 -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,74.227,25.773,92.307,7.693,632.46,1.000,bicubic,-24.203,-7.513,-4 -regnety_320.swag_ft_in1k,384,73.987,26.013,92.867,7.133,145.05,1.000,bicubic,-24.073,-6.993,+30 -caformer_m36.sail_in22k_ft_in1k_384,384,73.920,26.080,91.347,8.653,56.20,1.000,bicubic,-24.230,-8.403,+21 -convformer_b36.sail_in22k_ft_in1k_384,384,73.653,26.347,91.640,8.360,99.88,1.000,bicubic,-24.607,-8.130,+3 -eva_large_patch14_196.in22k_ft_in1k,196,73.040,26.960,91.347,8.653,304.14,1.000,bicubic,-25.320,-8.433,-4 -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,72.173,27.827,90.813,9.187,304.20,1.000,bicubic,-26.057,-8.907,+6 -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,71.907,28.093,91.840,8.160,87.92,1.000,bicubic,-26.233,-7.940,+18 -vit_large_patch14_clip_224.openai_ft_in1k,224,71.827,28.173,91.360,8.640,304.20,1.000,bicubic,-26.333,-8.370,+15 -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,71.427,28.573,89.827,10.173,304.53,1.000,bicubic,-26.903,-9.933,-6 -deit3_base_patch16_384.fb_in22k_ft_in1k,384,71.293,28.707,89.880,10.120,86.88,1.000,bicubic,-26.547,-9.780,+52 -convnext_xlarge.fb_in22k_ft_in1k_384,384,71.187,28.813,90.787,9.213,350.20,1.000,bicubic,-27.233,-9.023,-12 -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,71.187,28.813,89.760,10.240,73.88,1.000,bicubic,-26.883,-9.930,+19 -vit_large_patch16_384.augreg_in21k_ft_in1k,384,71.067,28.933,89.640,10.360,304.72,1.000,bicubic,-27.183,-10.160,-2 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,70.920,29.080,90.867,9.133,200.13,1.000,bicubic,-27.560,-8.883,-24 -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,70.893,29.107,90.547,9.453,632.05,1.000,bicubic,-27.397,-9.233,-11 -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,70.800,29.200,90.573,9.427,196.74,1.000,bicubic,-27.220,-9.117,+21 -caformer_s36.sail_in22k_ft_in1k_384,384,70.747,29.253,90.427,9.573,39.30,1.000,bicubic,-27.253,-9.293,+22 -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,70.627,29.373,90.613,9.387,64.27,1.000,bicubic,-27.533,-9.057,+3 -convnextv2_large.fcmae_ft_in22k_in1k_384,384,70.213,29.787,89.600,10.400,197.96,1.000,bicubic,-28.167,-10.160,-19 -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.187,29.813,90.800,9.200,632.13,1.000,bicubic,-27.983,-8.950,0 -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,70.027,29.973,90.440,9.560,116.09,1.000,bicubic,-28.233,-9.390,-13 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,69.827,30.173,90.747,9.253,200.13,1.000,bicubic,-28.453,-9.023,-17 -volo_d5_512.sail_in1k,512,69.453,30.547,90.560,9.440,296.09,1.150,bicubic,-28.337,-9.110,+52 -caformer_b36.sail_in22k_ft_in1k,224,69.453,30.547,90.213,9.787,98.75,1.000,bicubic,-28.717,-9.557,-7 -beit_large_patch16_224.in22k_ft_in22k_in1k,224,69.053,30.947,89.973,10.027,304.43,0.900,bicubic,-29.117,-9.787,-7 -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,68.627,31.373,88.560,11.440,149.39,1.000,bicubic,-29.573,-11.220,-12 -deit3_large_patch16_224.fb_in22k_ft_in1k,224,68.573,31.427,90.000,10.000,304.37,1.000,bicubic,-29.597,-9.730,-8 -convformer_m36.sail_in22k_ft_in1k_384,384,68.547,31.453,89.160,10.840,57.05,1.000,bicubic,-29.473,-10.530,+8 -convnext_xlarge.fb_in22k_ft_in1k,288,68.227,31.773,90.133,9.867,350.20,1.000,bicubic,-29.893,-9.637,-2 -regnety_160.swag_ft_in1k,384,68.093,31.907,90.680,9.320,83.59,1.000,bicubic,-29.697,-9.080,+43 -maxvit_base_tf_512.in1k,512,68.093,31.907,88.547,11.453,119.88,1.000,bicubic,-29.707,-11.063,+43 -volo_d5_448.sail_in1k,448,68.000,32.000,89.773,10.227,295.91,1.150,bicubic,-29.750,-9.857,+52 -maxvit_large_tf_512.in1k,512,67.667,32.333,87.693,12.307,212.33,1.000,bicubic,-30.163,-12.007,+35 -beitv2_large_patch16_224.in1k_ft_in1k,224,67.627,32.373,88.733,11.267,304.43,0.950,bicubic,-30.293,-10.947,+15 -convnext_large.fb_in22k_ft_in1k_384,384,67.413,32.587,88.893,11.107,197.77,1.000,bicubic,-30.847,-10.867,-25 -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,67.373,32.627,88.507,11.493,196.74,0.900,bicubic,-30.467,-11.173,+28 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,67.267,32.733,89.960,10.040,200.13,1.000,bicubic,-30.993,-9.790,-28 -tf_efficientnet_b7.ns_jft_in1k,600,67.160,32.840,88.507,11.493,66.35,0.949,bicubic,-30.730,-11.213,+17 -tf_efficientnetv2_xl.in21k_ft_in1k,512,67.147,32.853,87.160,12.840,208.12,1.000,bicubic,-30.753,-12.410,+15 -vit_large_patch14_clip_336.laion2b_ft_in1k,336,67.067,32.933,88.920,11.080,304.53,1.000,bicubic,-31.163,-10.800,-27 -beit_base_patch16_384.in22k_ft_in22k_in1k,384,66.987,33.013,89.093,10.907,86.74,1.000,bicubic,-30.843,-10.577,+25 -convnextv2_large.fcmae_ft_in22k_in1k,288,66.880,33.120,88.880,11.120,197.96,1.000,bicubic,-31.230,-10.900,-14 -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,66.840,33.160,88.160,11.840,304.20,1.000,bicubic,-31.240,-11.600,-13 -convnext_large.fb_in22k_ft_in1k,288,66.333,33.667,88.987,11.013,197.77,1.000,bicubic,-31.797,-10.763,-18 -volo_d4_448.sail_in1k,448,66.293,33.707,88.987,11.013,193.41,1.150,bicubic,-31.387,-10.733,+45 -hiera_huge_224.mae_in1k_ft_in1k,224,66.240,33.760,86.547,13.453,672.78,0.900,bicubic,-31.710,-13.213,-2 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,66.013,33.987,87.813,12.187,93.59,1.000,bicubic,-31.947,-11.887,-6 -convnextv2_large.fcmae_ft_in22k_in1k,224,65.933,34.067,87.280,12.720,197.96,0.875,bicubic,-31.997,-12.490,-2 -convnextv2_base.fcmae_ft_in22k_in1k_384,384,65.813,34.187,87.840,12.160,88.72,1.000,bicubic,-32.547,-11.990,-47 -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,65.667,34.333,87.840,12.160,632.05,1.000,bicubic,-32.363,-11.890,-15 -regnety_320.swag_lc_in1k,224,65.547,34.453,87.987,12.013,145.05,0.965,bicubic,-31.613,-11.553,+152 -volo_d3_448.sail_in1k,448,65.520,34.480,87.373,12.627,86.63,1.000,bicubic,-32.030,-12.287,+63 -nextvit_large.bd_ssld_6m_in1k_384,384,65.373,34.627,88.587,11.413,57.87,1.000,bicubic,-32.567,-11.203,-8 -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.360,34.640,88.333,11.667,60.60,1.000,bicubic,-32.410,-11.267,+26 -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,65.280,34.720,88.587,11.413,87.90,1.000,bicubic,-32.590,-11.173,+2 -efficientvit_l3.r384_in1k,384,64.813,35.187,87.053,12.947,246.04,1.000,bicubic,-32.777,-12.567,+55 -convnextv2_huge.fcmae_ft_in1k,288,64.533,35.467,87.253,12.747,660.29,1.000,bicubic,-33.367,-12.377,-5 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,64.520,35.480,87.080,12.920,93.59,0.950,bicubic,-33.430,-12.540,-16 -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,64.520,35.480,85.867,14.133,116.14,0.950,bicubic,-33.260,-13.793,+19 -tf_efficientnetv2_l.in21k_ft_in1k,480,64.507,35.493,87.653,12.347,118.52,1.000,bicubic,-33.323,-12.107,+5 -convnext_xlarge.fb_in22k_ft_in1k,224,63.787,36.213,87.387,12.613,350.20,0.875,bicubic,-34.133,-12.273,-13 -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.467,36.533,87.667,12.333,87.92,0.900,bicubic,-34.213,-11.943,+27 -maxvit_large_tf_384.in1k,384,63.400,36.600,85.187,14.813,212.03,1.000,bicubic,-34.190,-14.333,+49 -convformer_b36.sail_in22k_ft_in1k,224,63.373,36.627,86.480,13.520,99.88,1.000,bicubic,-34.577,-13.250,-22 -convnext_base.fb_in22k_ft_in1k_384,384,63.307,36.693,86.827,13.173,88.59,1.000,bicubic,-34.793,-12.823,-36 -convformer_s36.sail_in22k_ft_in1k_384,384,63.027,36.973,86.773,13.227,40.01,1.000,bicubic,-34.823,-12.917,-6 -vit_base_patch16_384.augreg_in21k_ft_in1k,384,63.027,36.973,86.080,13.920,86.86,1.000,bicubic,-34.803,-13.480,+1 -maxvit_small_tf_512.in1k,512,62.840,37.160,86.467,13.533,69.13,1.000,bicubic,-34.920,-13.083,+13 -nextvit_base.bd_ssld_6m_in1k_384,384,62.813,37.187,87.960,12.040,44.82,1.000,bicubic,-35.057,-11.750,-13 -maxvit_base_tf_384.in1k,384,62.467,37.533,85.133,14.867,119.65,1.000,bicubic,-35.123,-14.537,+40 -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.240,37.760,85.893,14.107,86.58,0.900,bicubic,-35.500,-13.747,+14 -caformer_b36.sail_in1k_384,384,62.093,37.907,84.480,15.520,98.75,1.000,bicubic,-35.417,-15.100,+49 -cait_m48_448.fb_dist_in1k,448,62.080,37.920,86.480,13.520,356.46,1.000,bicubic,-35.410,-13.140,+54 -convnextv2_base.fcmae_ft_in22k_in1k,288,62.067,37.933,87.053,12.947,88.72,1.000,bicubic,-35.993,-12.697,-41 -tf_efficientnet_b6.ns_jft_in1k,528,61.880,38.120,85.027,14.973,43.04,0.942,bicubic,-35.740,-14.573,+27 -convnextv2_huge.fcmae_ft_in1k,224,61.867,38.133,84.680,15.320,660.29,0.875,bicubic,-35.783,-14.890,+19 -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,61.480,38.520,85.573,14.427,86.53,0.900,bicubic,-36.220,-14.107,+11 -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,61.333,38.667,86.600,13.400,196.53,0.900,bicubic,-36.317,-13.090,+18 -convnext_base.fb_in22k_ft_in1k,288,61.240,38.760,86.467,13.533,88.59,1.000,bicubic,-36.610,-13.173,-20 -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,61.187,38.813,83.787,16.213,329.09,1.000,bicubic,-36.663,-15.883,-20 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,61.147,38.853,85.840,14.160,93.59,1.000,bicubic,-36.783,-13.840,-34 -caformer_m36.sail_in22k_ft_in1k,224,60.973,39.027,84.960,15.040,56.20,1.000,bicubic,-36.867,-14.710,-19 -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,60.867,39.133,85.240,14.760,64.11,0.950,bicubic,-36.843,-14.370,+3 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,60.733,39.267,86.693,13.307,200.13,1.000,bicubic,-37.247,-13.007,-44 -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,60.693,39.307,84.413,15.587,73.88,0.950,bicubic,-36.947,-15.157,+13 -regnety_160.swag_lc_in1k,224,60.520,39.480,85.880,14.120,83.59,0.965,bicubic,-36.310,-13.520,+190 -convnextv2_base.fcmae_ft_in22k_in1k,224,60.520,39.480,85.053,14.947,88.72,0.875,bicubic,-37.390,-14.637,-36 -convnext_small.in12k_ft_in1k_384,384,60.507,39.493,84.813,15.187,50.22,1.000,bicubic,-37.293,-14.877,-16 -convnext_large.fb_in22k_ft_in1k,224,60.480,39.520,85.147,14.853,197.77,0.875,bicubic,-37.370,-14.533,-31 -caformer_m36.sail_in1k_384,384,60.347,39.653,84.813,15.187,56.20,1.000,bicubic,-37.103,-14.727,+43 -deit3_large_patch16_384.fb_in1k,384,60.227,39.773,85.547,14.453,304.76,1.000,bicubic,-37.213,-14.043,+46 -coatnet_2_rw_224.sw_in12k_ft_in1k,224,60.160,39.840,84.613,15.387,73.87,0.950,bicubic,-37.370,-14.987,+27 -vit_large_patch14_clip_224.laion2b_ft_in1k,224,60.040,39.960,85.840,14.160,304.20,1.000,bicubic,-37.870,-13.810,-42 -tf_efficientnet_b5.ns_jft_in1k,456,59.933,40.067,84.280,15.720,30.39,0.934,bicubic,-37.567,-15.330,+29 -xcit_large_24_p8_384.fb_dist_in1k,384,59.880,40.120,85.387,14.613,188.93,1.000,bicubic,-37.650,-14.153,+25 -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,59.867,40.133,84.973,15.027,116.09,0.950,bicubic,-37.883,-14.727,-14 -efficientvit_l3.r320_in1k,320,59.853,40.147,84.907,15.093,246.04,1.000,bicubic,-37.557,-14.483,+45 -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,59.627,40.373,84.200,15.800,86.86,0.950,bicubic,-38.563,-15.460,-83 -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,59.560,40.440,83.173,16.827,936.53,1.000,bilinear,-37.920,-16.387,+29 -tf_efficientnetv2_m.in21k_ft_in1k,480,59.120,40.880,84.493,15.507,54.14,1.000,bicubic,-38.690,-15.197,-30 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,58.853,41.147,85.787,14.213,88.59,1.000,bicubic,-39.197,-13.963,-67 -maxvit_tiny_tf_512.in1k,512,58.667,41.333,84.627,15.373,31.05,1.000,bicubic,-38.913,-14.933,+11 -vit_base_patch8_224.augreg_in21k_ft_in1k,224,58.467,41.533,82.680,17.320,86.58,0.900,bicubic,-39.123,-16.900,+5 -volo_d2_384.sail_in1k,384,58.427,41.573,84.280,15.720,58.87,1.000,bicubic,-38.893,-15.310,+59 -caformer_s18.sail_in22k_ft_in1k_384,384,58.413,41.587,85.440,14.560,26.34,1.000,bicubic,-39.027,-14.020,+33 -tf_efficientnetv2_xl.in21k_ft_in1k,384,58.187,41.813,80.853,19.147,208.12,1.000,bicubic,-39.203,-18.527,+43 -nextvit_small.bd_ssld_6m_in1k_384,384,58.067,41.933,85.360,14.640,31.76,1.000,bicubic,-39.703,-14.350,-28 -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,58.027,41.973,83.200,16.800,64.11,0.950,bicubic,-39.603,-16.420,-9 -hiera_large_224.mae_in1k_ft_in1k,224,58.000,42.000,81.680,18.320,213.74,0.900,bicubic,-39.440,-17.950,+30 -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,57.907,42.093,80.653,19.347,468.53,0.875,bilinear,-39.473,-18.917,+40 -tiny_vit_21m_512.dist_in22k_ft_in1k,512,57.787,42.213,83.147,16.853,21.27,1.000,bicubic,-40.113,-16.543,-58 -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,57.773,42.227,81.867,18.133,86.86,1.000,bicubic,-40.237,-17.793,-74 -efficientvit_l2.r384_in1k,384,57.747,42.253,83.747,16.253,63.71,1.000,bicubic,-39.653,-15.763,+34 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.680,42.320,82.867,17.133,93.59,0.875,bicubic,-39.970,-16.753,-20 -cait_m36_384.fb_dist_in1k,384,57.667,42.333,84.680,15.320,271.22,1.000,bicubic,-39.733,-14.740,+29 -hgnetv2_b6.ssld_stage2_ft_in1k,288,57.547,42.453,84.173,15.827,75.26,1.000,bicubic,-40.253,-15.477,-45 -tiny_vit_21m_384.dist_in22k_ft_in1k,384,57.480,42.520,83.107,16.893,21.23,1.000,bicubic,-40.130,-16.483,-12 -tf_efficientnetv2_l.in21k_ft_in1k,384,57.387,42.613,82.293,17.707,118.52,1.000,bicubic,-40.073,-17.347,+13 -dm_nfnet_f5.dm_in1k,544,57.320,42.680,82.040,17.960,377.21,0.954,bicubic,-40.460,-17.600,-41 -convnext_base.clip_laiona_augreg_ft_in1k_384,384,57.173,42.827,84.720,15.280,88.59,1.000,bicubic,-40.437,-14.830,-14 -deit3_base_patch16_224.fb_in22k_ft_in1k,224,57.147,42.853,83.507,16.493,86.59,1.000,bicubic,-40.343,-16.093,+5 -deit3_small_patch16_384.fb_in22k_ft_in1k,384,57.133,42.867,83.013,16.987,22.21,1.000,bicubic,-39.997,-16.427,+85 -caformer_s36.sail_in1k_384,384,57.107,42.893,82.600,17.400,39.30,1.000,bicubic,-40.293,-16.900,+20 -hgnetv2_b6.ssld_stage1_in22k_in1k,288,57.093,42.907,84.240,15.760,75.26,1.000,bicubic,-40.717,-15.370,-55 -convnextv2_large.fcmae_ft_in1k,288,57.080,42.920,83.587,16.413,197.96,1.000,bicubic,-40.580,-16.053,-32 -volo_d5_224.sail_in1k,224,56.827,43.173,82.760,17.240,295.46,0.960,bicubic,-40.553,-16.920,+26 -dm_nfnet_f6.dm_in1k,576,56.747,43.253,81.520,18.480,438.36,0.956,bicubic,-41.033,-18.070,-51 -rdnet_large.nv_in1k_ft_in1k_384,384,56.720,43.280,82.987,17.013,186.27,1.000,bicubic,-40.950,-16.563,-37 -maxvit_small_tf_384.in1k,384,56.720,43.280,82.280,17.720,69.02,1.000,bicubic,-40.680,-17.190,+16 -regnety_160.lion_in12k_ft_in1k,288,56.693,43.307,83.907,16.093,83.59,1.000,bicubic,-40.757,-15.693,+4 -xcit_medium_24_p8_384.fb_dist_in1k,384,56.693,43.307,83.600,16.400,84.32,1.000,bicubic,-40.607,-15.910,+37 -convformer_m36.sail_in22k_ft_in1k,224,56.253,43.747,82.227,17.773,57.05,1.000,bicubic,-41.337,-17.293,-23 -dm_nfnet_f4.dm_in1k,512,56.240,43.760,81.307,18.693,316.07,0.951,bicubic,-41.390,-18.233,-33 -regnety_160.sw_in12k_ft_in1k,288,56.187,43.813,82.800,17.200,83.59,1.000,bicubic,-41.313,-16.840,-9 -efficientvit_l3.r256_in1k,256,56.147,43.853,81.360,18.640,246.04,1.000,bicubic,-40.883,-17.870,+99 -caformer_s36.sail_in22k_ft_in1k,224,55.547,44.453,81.880,18.120,39.30,1.000,bicubic,-42.063,-17.720,-33 -convformer_b36.sail_in1k_384,384,55.467,44.533,81.253,18.747,99.88,1.000,bicubic,-42.073,-18.257,-21 -vit_large_patch16_224.augreg_in21k_ft_in1k,224,55.293,44.707,79.680,20.320,304.33,0.900,bicubic,-42.347,-19.910,-41 -convnext_base.fb_in22k_ft_in1k,224,54.787,45.213,82.573,17.427,88.59,0.875,bicubic,-42.713,-17.027,-15 -convnextv2_large.fcmae_ft_in1k,224,54.680,45.320,81.160,18.840,197.96,0.875,bicubic,-42.670,-18.370,+15 -vit_base_patch16_clip_384.openai_ft_in1k,384,54.453,45.547,82.320,17.680,86.86,1.000,bicubic,-43.097,-17.230,-27 -xcit_small_24_p8_384.fb_dist_in1k,384,54.387,45.613,81.707,18.293,47.63,1.000,bicubic,-42.893,-17.853,+26 -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.347,45.653,80.813,19.187,98.95,1.000,bicubic,-42.833,-18.617,+54 -cait_s36_384.fb_dist_in1k,384,54.213,45.787,81.253,18.747,68.37,1.000,bicubic,-43.137,-18.297,+12 -deit3_huge_patch14_224.fb_in1k,224,54.147,45.853,81.827,18.173,632.13,0.900,bicubic,-42.743,-17.613,+122 -volo_d1_384.sail_in1k,384,53.907,46.093,80.880,19.120,26.78,1.000,bicubic,-43.023,-18.500,+112 -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,53.840,46.160,81.520,18.480,39.03,0.950,bicubic,-43.610,-18.080,-15 -beitv2_base_patch16_224.in1k_ft_in1k,224,53.640,46.360,81.827,18.173,86.53,0.900,bicubic,-43.530,-17.693,+53 -convformer_m36.sail_in1k_384,384,53.613,46.387,80.867,19.133,57.05,1.000,bicubic,-43.787,-18.673,-3 -dm_nfnet_f3.dm_in1k,416,53.560,46.440,79.293,20.707,254.92,0.940,bicubic,-43.920,-20.347,-21 -vit_base_patch16_clip_384.laion2b_ft_in1k,384,53.373,46.627,80.413,19.587,86.86,1.000,bicubic,-44.377,-19.207,-68 -deit3_base_patch16_384.fb_in1k,384,53.293,46.707,80.507,19.493,86.88,1.000,bicubic,-43.717,-19.003,+87 -convnext_small.fb_in22k_ft_in1k_384,384,53.160,46.840,81.467,18.533,50.22,1.000,bicubic,-44.460,-18.123,-52 -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,53.013,46.987,76.893,23.107,194.03,0.875,bilinear,-43.907,-22.697,+107 -convnext_small.in12k_ft_in1k,288,52.987,47.013,81.307,18.693,50.22,1.000,bicubic,-44.353,-18.273,+4 -volo_d4_224.sail_in1k,224,52.867,47.133,80.547,19.453,192.96,0.960,bicubic,-44.433,-18.983,+10 -xcit_large_24_p16_384.fb_dist_in1k,384,52.827,47.173,81.733,18.267,189.10,1.000,bicubic,-44.713,-17.787,-39 -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,52.800,47.200,81.133,18.867,236.34,1.000,bilinear,-44.220,-18.457,+77 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,52.507,47.493,82.760,17.240,88.59,1.000,bicubic,-45.093,-16.960,-52 -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,52.467,47.533,79.827,20.173,387.93,1.000,bilinear,-44.543,-19.483,+78 -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,52.320,47.680,80.000,20.000,88.34,1.000,bicubic,-45.010,-19.480,0 -maxvit_tiny_tf_384.in1k,384,52.040,47.960,79.893,20.107,30.98,1.000,bicubic,-45.270,-19.567,+2 -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,52.000,48.000,80.467,19.533,60.40,0.950,bicubic,-45.230,-19.063,+21 -dm_nfnet_f5.dm_in1k,416,51.987,48.013,77.493,22.507,377.21,0.954,bicubic,-45.483,-22.027,-34 -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,51.813,48.187,80.413,19.587,87.77,0.900,bicubic,-45.467,-19.017,+6 -regnety_120.sw_in12k_ft_in1k,288,51.800,48.200,80.653,19.347,51.82,1.000,bicubic,-45.470,-18.867,+10 -efficientvit_l3.r224_in1k,224,51.720,48.280,79.080,20.920,246.04,1.000,bicubic,-45.290,-20.160,+74 -convnext_small.fb_in22k_ft_in1k,288,51.547,48.453,81.333,18.667,50.22,1.000,bicubic,-45.803,-18.197,-11 -dm_nfnet_f6.dm_in1k,448,51.533,48.467,76.533,23.467,438.36,0.956,bicubic,-46.177,-23.107,-82 -hgnetv2_b6.ssld_stage1_in22k_in1k,224,51.387,48.613,79.920,20.080,75.26,0.965,bicubic,-46.223,-19.690,-66 -efficientvit_l2.r288_in1k,288,51.347,48.653,79.973,20.027,63.71,1.000,bicubic,-45.713,-19.417,+58 -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,51.280,48.720,78.200,21.800,88.79,0.875,bilinear,-45.940,-21.380,+15 -eva02_small_patch14_336.mim_in22k_ft_in1k,336,51.093,48.907,78.987,21.013,22.13,1.000,bicubic,-46.057,-20.463,+32 -tf_efficientnet_b4.ns_jft_in1k,380,51.013,48.987,79.053,20.947,19.34,0.922,bicubic,-45.957,-20.357,+76 -efficientnet_b5.sw_in12k_ft_in1k,448,50.987,49.013,78.667,21.333,30.39,1.000,bicubic,-46.403,-20.883,-27 -hgnetv2_b6.ssld_stage2_ft_in1k,224,50.920,49.080,79.280,20.720,75.26,0.965,bicubic,-46.530,-20.360,-42 -tf_efficientnetv2_m.in21k_ft_in1k,384,50.907,49.093,78.467,21.533,54.14,1.000,bicubic,-46.303,-21.033,+16 -flexivit_large.1200ep_in1k,240,50.840,49.160,80.547,19.453,304.36,0.950,bicubic,-46.580,-19.053,-37 -beit_base_patch16_224.in22k_ft_in22k_in1k,224,50.747,49.253,79.893,20.107,86.53,0.900,bicubic,-46.313,-19.477,+48 -mvitv2_large.fb_in1k,224,50.640,49.360,78.067,21.933,217.99,0.900,bicubic,-46.300,-21.323,+74 -xcit_small_12_p8_384.fb_dist_in1k,384,50.627,49.373,79.800,20.200,26.21,1.000,bicubic,-46.603,-19.790,+5 -dm_nfnet_f4.dm_in1k,384,50.307,49.693,76.053,23.947,316.07,0.951,bicubic,-47.043,-23.427,-24 -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,50.253,49.747,77.440,22.560,86.57,0.950,bicubic,-47.287,-22.040,-66 -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,50.240,49.760,78.200,21.800,86.57,0.950,bicubic,-47.210,-21.400,-48 -convformer_s18.sail_in22k_ft_in1k_384,384,50.160,49.840,81.053,18.947,26.77,1.000,bicubic,-47.120,-18.467,-15 -convnext_tiny.in12k_ft_in1k_384,384,50.120,49.880,79.733,20.267,28.59,1.000,bicubic,-47.210,-19.747,-26 -tf_efficientnetv2_l.in1k,480,50.120,49.880,77.520,22.480,118.52,1.000,bicubic,-47.390,-22.030,-65 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,50.093,49.907,77.640,22.360,236.34,1.000,bicubic,-46.737,-21.890,+91 -convformer_s36.sail_in1k_384,384,50.080,49.920,78.920,21.080,40.01,1.000,bicubic,-47.200,-20.670,-17 -vit_base_patch16_384.orig_in21k_ft_in1k,384,50.080,49.920,77.587,22.413,86.86,1.000,bicubic,-46.630,-21.863,+119 -volo_d3_224.sail_in1k,224,50.000,50.000,78.320,21.680,86.33,0.960,bicubic,-47.110,-21.080,+24 -flexivit_large.600ep_in1k,240,49.973,50.027,79.960,20.040,304.36,0.950,bicubic,-47.307,-19.640,-23 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,49.853,50.147,78.560,21.440,32.59,1.000,bicubic,-47.317,-21.020,+6 -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,49.733,50.267,78.733,21.267,86.57,0.900,bicubic,-47.427,-20.937,+10 -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,49.680,50.320,78.493,21.507,60.40,0.950,bicubic,-47.650,-21.107,-33 -nextvit_large.bd_ssld_6m_in1k,224,49.547,50.453,80.813,19.187,57.87,0.950,bicubic,-47.833,-18.857,-45 -inception_next_base.sail_in1k_384,384,49.493,50.507,78.560,21.440,86.67,1.000,bicubic,-47.777,-21.100,-20 -regnety_160.lion_in12k_ft_in1k,224,49.453,50.547,78.467,21.533,83.59,0.950,bicubic,-47.797,-21.073,-19 -cait_s24_384.fb_dist_in1k,384,49.427,50.573,78.653,21.347,47.06,1.000,bicubic,-47.643,-20.767,+27 -nextvit_large.bd_in1k_384,384,49.320,50.680,78.413,21.587,57.87,1.000,bicubic,-47.690,-20.947,+37 -xcit_medium_24_p16_384.fb_dist_in1k,384,49.253,50.747,79.747,20.253,84.40,1.000,bicubic,-48.057,-19.753,-36 -hiera_base_plus_224.mae_in1k_ft_in1k,224,49.173,50.827,76.507,23.493,69.90,0.900,bicubic,-47.767,-22.893,+54 -regnety_160.sw_in12k_ft_in1k,224,49.107,50.893,77.813,22.187,83.59,0.950,bicubic,-48.113,-21.777,-15 -deit_base_distilled_patch16_384.fb_in1k,384,49.027,50.973,78.960,21.040,87.63,1.000,bicubic,-47.973,-20.570,+40 -caformer_s18.sail_in1k_384,384,48.907,51.093,78.720,21.280,26.34,1.000,bicubic,-48.163,-20.700,+20 -coat_lite_medium_384.in1k,384,48.840,51.160,78.520,21.480,44.57,1.000,bicubic,-48.310,-20.950,0 -convnext_base.clip_laion2b_augreg_ft_in1k,256,48.693,51.307,79.933,20.067,88.59,1.000,bicubic,-48.577,-19.727,-32 -caformer_b36.sail_in1k,224,48.627,51.373,75.707,24.293,98.75,1.000,bicubic,-48.373,-23.813,+37 -convnextv2_base.fcmae_ft_in1k,288,48.613,51.387,78.880,21.120,88.72,1.000,bicubic,-48.627,-20.660,-28 -efficientvit_l2.r256_in1k,256,48.587,51.413,77.907,22.093,63.71,1.000,bicubic,-48.263,-21.393,+64 -deit3_large_patch16_224.fb_in1k,224,48.573,51.427,78.027,21.973,304.37,0.900,bicubic,-48.407,-21.243,+37 -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,48.493,51.507,77.400,22.600,88.30,1.000,bicubic,-48.877,-22.120,-58 -flexivit_large.300ep_in1k,240,48.453,51.547,78.627,21.373,304.36,0.950,bicubic,-48.797,-20.863,-33 -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,48.200,51.800,77.080,22.920,38.85,1.000,bicubic,-48.790,-22.350,+32 -tf_efficientnetv2_s.in21k_ft_in1k,384,48.067,51.933,77.653,22.347,21.46,1.000,bicubic,-48.683,-21.637,+79 -tf_efficientnet_b8.ra_in1k,672,48.013,51.987,76.467,23.533,87.41,0.954,bicubic,-49.197,-23.073,-24 -xcit_large_24_p8_224.fb_dist_in1k,224,47.907,52.093,79.147,20.853,188.93,1.000,bicubic,-49.143,-20.273,+12 -convnext_small.in12k_ft_in1k,224,47.907,52.093,77.253,22.747,50.22,0.950,bicubic,-49.303,-22.247,-28 -regnety_2560.seer_ft_in1k,384,47.787,52.213,76.333,23.667,"1,282.60",1.000,bicubic,-49.453,-23.217,-36 -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,47.667,52.333,76.840,23.160,34.36,0.950,bicubic,-49.513,-22.720,-22 -resnest269e.in1k,416,47.640,52.360,74.080,25.920,110.93,0.928,bicubic,-48.880,-25.250,+144 -convnext_tiny.in12k_ft_in1k,288,47.533,52.467,78.973,21.027,28.59,1.000,bicubic,-49.567,-20.547,-5 -vit_base_patch16_clip_224.openai_ft_in1k,224,47.453,52.547,78.147,21.853,86.57,0.900,bicubic,-49.637,-21.313,-4 -regnetz_e8.ra3_in1k,320,47.347,52.653,75.760,24.240,57.70,1.000,bicubic,-49.863,-23.840,-33 -convformer_s36.sail_in22k_ft_in1k,224,47.307,52.693,77.307,22.693,40.01,1.000,bicubic,-49.773,-22.243,-2 -nextvit_base.bd_ssld_6m_in1k,224,47.280,52.720,78.560,21.440,44.82,0.950,bicubic,-49.990,-21.000,-52 -xcit_large_24_p8_224.fb_in1k,224,46.867,53.133,74.400,25.600,188.93,1.000,bicubic,-49.533,-24.750,+170 -xcit_small_24_p16_384.fb_dist_in1k,384,46.773,53.227,76.987,23.013,47.67,1.000,bicubic,-50.357,-22.513,-20 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,46.720,53.280,77.387,22.613,32.59,1.000,bicubic,-50.460,-22.173,-33 -convnext_large.fb_in1k,288,46.667,53.333,76.733,23.267,197.77,1.000,bicubic,-50.423,-22.717,-9 -tf_efficientnet_b8.ap_in1k,672,46.493,53.507,76.187,23.813,87.41,0.954,bicubic,-50.627,-23.423,-22 -hgnet_base.ssld_in1k,288,46.480,53.520,76.213,23.787,71.58,1.000,bicubic,-50.950,-23.407,-92 -nextvit_base.bd_in1k_384,384,46.400,53.600,76.800,23.200,44.82,1.000,bicubic,-50.510,-22.600,+30 -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,46.347,53.653,76.640,23.360,217.32,1.000,bilinear,-50.383,-22.700,+66 -efficientnetv2_rw_m.agc_in1k,416,46.333,53.667,75.733,24.267,53.24,1.000,bicubic,-50.667,-23.617,+7 -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,46.133,53.867,77.000,23.000,38.88,0.950,bicubic,-51.037,-22.390,-34 -dm_nfnet_f2.dm_in1k,352,46.120,53.880,74.613,25.387,193.78,0.920,bicubic,-50.990,-24.847,-24 -hgnetv2_b5.ssld_stage2_ft_in1k,288,45.947,54.053,77.773,22.227,39.57,1.000,bicubic,-51.423,-21.897,-85 -volo_d2_224.sail_in1k,224,45.893,54.107,75.147,24.853,58.68,0.960,bicubic,-51.097,-24.243,+8 -swinv2_base_window16_256.ms_in1k,256,45.893,54.107,75.107,24.893,87.92,0.900,bicubic,-50.877,-24.233,+51 -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,45.867,54.133,72.093,27.907,194.03,0.875,bilinear,-50.733,-27.407,+100 -caformer_m36.sail_in1k,224,45.773,54.227,74.533,25.467,56.20,1.000,bicubic,-51.117,-24.937,+27 -ecaresnet269d.ra2_in1k,352,45.747,54.253,74.947,25.053,102.09,1.000,bicubic,-51.343,-24.533,-23 -convnextv2_base.fcmae_ft_in1k,224,45.733,54.267,75.960,24.040,88.72,0.875,bicubic,-51.167,-23.460,+22 -dm_nfnet_f3.dm_in1k,320,45.440,54.560,72.360,27.640,254.92,0.940,bicubic,-51.750,-27.180,-50 -swin_base_patch4_window12_384.ms_in1k,384,45.413,54.587,74.613,25.387,87.90,1.000,bicubic,-51.167,-24.707,+104 -vit_small_patch16_384.augreg_in21k_ft_in1k,384,45.360,54.640,76.160,23.840,22.20,1.000,bicubic,-51.340,-23.080,+66 -tf_efficientnet_b7.ap_in1k,600,45.267,54.733,74.027,25.973,66.35,0.949,bicubic,-51.943,-25.443,-58 -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,45.240,54.760,70.853,29.147,88.79,0.875,bilinear,-51.060,-28.377,+186 -xcit_medium_24_p8_224.fb_dist_in1k,224,45.227,54.773,76.760,23.240,84.32,1.000,bicubic,-51.703,-22.490,+9 -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,45.227,54.773,75.467,24.533,36.47,1.000,bicubic,-51.453,-23.903,+70 -convnext_small.fb_in22k_ft_in1k,224,45.147,54.853,77.493,22.507,50.22,0.875,bicubic,-51.823,-22.087,-1 -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,45.133,54.867,73.960,26.040,41.72,0.950,bicubic,-51.537,-25.370,+75 -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,45.120,54.880,76.587,23.413,28.64,1.000,bicubic,-52.120,-22.923,-72 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,44.880,55.120,74.573,25.427,32.59,0.950,bicubic,-52.130,-24.927,-15 -eca_nfnet_l2.ra3_in1k,384,44.760,55.240,75.680,24.320,56.72,1.000,bicubic,-52.320,-23.930,-32 -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,44.720,55.280,74.467,25.533,34.36,0.950,bicubic,-51.980,-24.883,+59 -maxxvit_rmlp_small_rw_256.sw_in1k,256,44.493,55.507,75.133,24.867,66.01,0.950,bicubic,-52.297,-24.197,+29 -regnety_120.sw_in12k_ft_in1k,224,44.467,55.533,74.653,25.347,51.82,0.950,bicubic,-52.703,-24.807,-59 -ecaresnet269d.ra2_in1k,320,44.347,55.653,73.947,26.053,102.09,0.950,bicubic,-52.763,-25.553,-44 -tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.307,55.693,74.947,25.053,21.20,0.950,bicubic,-52.893,-24.543,-67 -tf_efficientnetv2_l.in1k,384,44.067,55.933,72.027,27.973,118.52,1.000,bicubic,-53.203,-27.473,-84 -rexnetr_300.sw_in12k_ft_in1k,288,44.053,55.947,76.693,23.307,34.81,1.000,bicubic,-52.797,-22.827,+10 -resnest200e.in1k,320,43.987,56.013,73.400,26.600,70.20,0.909,bicubic,-52.623,-25.900,+73 -crossvit_18_dagger_408.in1k,408,43.840,56.160,73.613,26.387,44.61,1.000,bicubic,-52.690,-25.647,+98 -cait_xs24_384.fb_dist_in1k,384,43.640,56.360,74.840,25.160,26.67,1.000,bicubic,-52.930,-24.400,+87 -seresnextaa101d_32x8d.ah_in1k,288,43.613,56.387,73.093,26.907,93.59,1.000,bicubic,-53.327,-26.247,-12 -resnetrs200.tf_in1k,320,43.493,56.507,72.533,27.467,93.21,1.000,bicubic,-53.227,-26.827,+40 -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,43.453,56.547,76.267,23.733,49.61,0.900,bicubic,-53.097,-23.013,+89 -caformer_s18.sail_in22k_ft_in1k,224,43.333,56.667,74.920,25.080,26.34,1.000,bicubic,-53.377,-24.560,+39 -hiera_base_224.mae_in1k_ft_in1k,224,43.333,56.667,73.160,26.840,51.52,0.900,bicubic,-53.257,-26.000,+77 -hgnetv2_b5.ssld_stage1_in22k_in1k,288,43.293,56.707,75.267,24.733,39.57,1.000,bicubic,-53.977,-24.273,-100 -mvitv2_base.fb_in1k,224,43.293,56.707,73.920,26.080,51.47,0.900,bicubic,-53.477,-25.330,+20 -xcit_small_12_p16_384.fb_dist_in1k,384,43.227,56.773,74.000,26.000,26.25,1.000,bicubic,-53.723,-25.400,-21 -tresnet_xl.miil_in1k_448,448,43.213,56.787,72.147,27.853,78.44,0.875,bilinear,-52.757,-26.973,+268 -vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.120,56.880,72.573,27.427,86.57,0.900,bicubic,-53.760,-26.817,-6 -regnetz_e8.ra3_in1k,256,43.093,56.907,72.200,27.800,57.70,0.940,bicubic,-53.597,-27.170,+40 -xcit_medium_24_p8_224.fb_in1k,224,43.093,56.907,70.080,29.920,84.32,1.000,bicubic,-53.027,-28.810,+217 -rdnet_large.nv_in1k,224,42.787,57.213,73.613,26.387,186.27,0.900,bicubic,-54.123,-25.847,-15 -edgenext_base.in21k_ft_in1k,320,42.773,57.227,75.427,24.573,18.51,1.000,bicubic,-53.967,-23.993,+19 -hrnet_w48_ssld.paddle_in1k,288,42.693,57.307,72.067,27.933,77.47,1.000,bilinear,-54.347,-27.303,-50 -efficientvit_l2.r224_in1k,224,42.653,57.347,74.320,25.680,63.71,1.000,bicubic,-54.187,-24.930,-6 -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,42.573,57.427,72.640,27.360,88.30,0.950,bicubic,-54.527,-26.880,-65 -coatnet_rmlp_2_rw_224.sw_in1k,224,42.547,57.453,71.040,28.960,73.88,0.950,bicubic,-53.983,-28.040,+80 -nextvit_small.bd_ssld_6m_in1k,224,42.533,57.467,75.467,24.533,31.76,0.950,bicubic,-54.427,-24.013,-33 -gcvit_base.in1k,224,42.520,57.480,73.440,26.560,90.32,0.875,bicubic,-54.040,-25.790,+70 -resnetrs420.tf_in1k,416,42.427,57.573,70.160,29.840,191.89,1.000,bicubic,-54.483,-29.070,-25 -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,42.413,57.587,74.240,25.760,38.86,0.950,bicubic,-54.257,-24.920,+37 -tf_efficientnetv2_m.in1k,480,42.400,57.600,72.213,27.787,54.14,1.000,bicubic,-54.830,-27.257,-104 -maxvit_large_tf_224.in1k,224,42.360,57.640,69.213,30.787,211.79,0.950,bicubic,-54.660,-30.027,-54 -dm_nfnet_f1.dm_in1k,320,42.293,57.707,71.293,28.707,132.63,0.910,bicubic,-54.767,-28.317,-63 -xcit_tiny_24_p8_384.fb_dist_in1k,384,42.267,57.733,72.773,27.227,12.11,1.000,bicubic,-54.313,-26.467,+56 -swinv2_small_window16_256.ms_in1k,256,42.267,57.733,72.747,27.253,49.73,0.900,bicubic,-54.203,-26.653,+84 -tf_efficientnet_b7.ra_in1k,600,42.253,57.747,72.547,27.453,66.35,0.949,bicubic,-54.747,-26.943,-51 -maxvit_rmlp_small_rw_224.sw_in1k,224,42.200,57.800,72.373,27.627,64.90,0.900,bicubic,-54.360,-26.757,+62 -convformer_s18.sail_in1k_384,384,42.187,57.813,74.013,25.987,26.77,1.000,bicubic,-54.853,-25.627,-64 -maxvit_base_tf_224.in1k,224,42.027,57.973,70.053,29.947,119.47,0.950,bicubic,-54.953,-29.277,-48 -convnext_tiny.fb_in22k_ft_in1k_384,384,42.013,57.987,73.533,26.467,28.59,1.000,bicubic,-55.097,-25.977,-84 -vit_base_patch16_clip_224.laion2b_ft_in1k,224,41.960,58.040,73.987,26.013,86.57,1.000,bicubic,-55.160,-25.673,-87 -convnext_base.fb_in1k,288,41.907,58.093,73.840,26.160,88.59,1.000,bicubic,-54.913,-25.580,-19 -eca_nfnet_l2.ra3_in1k,320,41.907,58.093,72.933,27.067,56.72,0.900,bicubic,-54.683,-26.477,+45 -crossvit_15_dagger_408.in1k,408,41.787,58.213,71.947,28.053,28.50,1.000,bicubic,-54.633,-27.303,+90 -nextvit_small.bd_in1k_384,384,41.747,58.253,72.747,27.253,31.76,1.000,bicubic,-55.073,-26.623,-20 -convnextv2_tiny.fcmae_ft_in22k_in1k,288,41.733,58.267,75.133,24.867,28.64,1.000,bicubic,-55.107,-24.317,-29 -xcit_small_24_p8_224.fb_in1k,224,41.653,58.347,70.867,29.133,47.63,1.000,bicubic,-54.777,-28.303,+84 -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,41.613,58.387,70.280,29.720,328.99,0.900,bicubic,-55.177,-29.090,-18 -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,41.600,58.400,71.853,28.147,44.18,0.875,bilinear,-54.840,-27.277,+76 -xcit_small_24_p8_224.fb_dist_in1k,224,41.533,58.467,73.667,26.333,47.63,1.000,bicubic,-55.357,-25.813,-40 -resnetaa101d.sw_in12k_ft_in1k,288,41.533,58.467,72.507,27.493,44.57,1.000,bicubic,-55.137,-26.993,+17 -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,41.427,58.573,71.627,28.373,63.95,0.950,bicubic,-55.193,-27.653,+26 -convnext_large.fb_in1k,224,41.213,58.787,73.280,26.720,197.77,0.875,bicubic,-55.537,-26.090,-15 -swinv2_base_window8_256.ms_in1k,256,41.160,58.840,72.560,27.440,87.92,0.900,bicubic,-55.390,-26.850,+47 -deit3_small_patch16_224.fb_in22k_ft_in1k,224,41.080,58.920,72.000,28.000,22.06,1.000,bicubic,-55.590,-27.360,+13 -caformer_s36.sail_in1k,224,41.080,58.920,70.920,29.080,39.30,1.000,bicubic,-55.650,-28.620,-12 -seresnext101d_32x8d.ah_in1k,288,40.933,59.067,70.720,29.280,93.59,1.000,bicubic,-55.797,-28.580,-13 -davit_base.msft_in1k,224,40.787,59.213,72.587,27.413,87.95,0.950,bicubic,-56.143,-26.933,-56 -maxvit_rmlp_tiny_rw_256.sw_in1k,256,40.733,59.267,70.880,29.120,29.15,0.950,bicubic,-55.687,-28.280,+73 -hgnet_base.ssld_in1k,224,40.693,59.307,70.667,29.333,71.58,0.965,bicubic,-56.387,-28.843,-96 -regnety_1280.seer_ft_in1k,384,40.667,59.333,70.587,29.413,644.81,1.000,bicubic,-56.213,-28.943,-48 -flexivit_base.1200ep_in1k,240,40.587,59.413,72.187,27.813,86.59,0.950,bicubic,-56.173,-27.173,-27 -tf_efficientnet_b6.ap_in1k,528,40.373,59.627,71.387,28.613,43.04,0.942,bicubic,-56.747,-28.073,-110 -resmlp_big_24_224.fb_in22k_ft_in1k,224,40.333,59.667,74.560,25.440,129.14,0.875,bicubic,-56.267,-24.980,+20 -convformer_b36.sail_in1k,224,40.280,59.720,69.107,30.893,99.88,1.000,bicubic,-56.630,-30.293,-58 -deit3_small_patch16_384.fb_in1k,384,40.227,59.773,70.000,30.000,22.21,1.000,bicubic,-55.993,-29.210,+134 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.133,59.867,72.453,27.547,32.59,0.950,bicubic,-56.737,-26.907,-53 -tresnet_l.miil_in1k_448,448,40.133,59.867,69.720,30.280,55.99,0.875,bilinear,-55.757,-29.400,+233 -hgnetv2_b5.ssld_stage2_ft_in1k,224,39.907,60.093,72.320,27.680,39.57,0.965,bicubic,-57.213,-27.280,-117 -deit_base_patch16_384.fb_in1k,384,39.880,60.120,70.373,29.627,86.86,1.000,bicubic,-56.290,-28.827,+151 -flexivit_base.600ep_in1k,240,39.800,60.200,71.680,28.320,86.59,0.950,bicubic,-56.850,-27.650,0 -convnextv2_tiny.fcmae_ft_in22k_in1k,224,39.720,60.280,72.587,27.413,28.64,0.875,bicubic,-56.750,-26.623,+43 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,39.707,60.293,72.480,27.520,37.76,1.000,bicubic,-56.893,-26.900,+13 -regnetz_040_h.ra3_in1k,320,39.707,60.293,70.960,29.040,28.94,1.000,bicubic,-57.013,-28.540,-26 -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,39.693,60.307,71.133,28.867,22.52,0.950,bicubic,-56.647,-28.127,+90 -swin_s3_base_224.ms_in1k,224,39.627,60.373,70.613,29.387,71.13,0.900,bicubic,-56.643,-28.727,+107 -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.613,60.387,70.467,29.533,86.43,0.950,bicubic,-56.827,-29.013,+50 -mobilenetv4_hybrid_large.e600_r384_in1k,448,39.600,60.400,72.880,27.120,37.76,1.000,bicubic,-57.100,-26.600,-22 -regnetz_d8.ra3_in1k,320,39.480,60.520,71.227,28.773,23.37,1.000,bicubic,-57.150,-28.193,-5 -resnetrs350.tf_in1k,384,39.400,60.600,68.293,31.707,163.96,1.000,bicubic,-57.370,-31.037,-48 -flexivit_base.300ep_in1k,240,39.320,60.680,70.733,29.267,86.59,0.950,bicubic,-57.290,-28.607,+1 -gcvit_small.in1k,224,39.253,60.747,70.520,29.480,51.09,0.875,bicubic,-57.017,-28.640,+102 -seresnext101_32x8d.ah_in1k,288,39.040,60.960,68.987,31.013,93.57,1.000,bicubic,-57.740,-30.363,-52 -deit3_base_patch16_224.fb_in1k,224,38.920,61.080,70.747,29.253,86.59,0.900,bicubic,-57.370,-28.443,+95 -mobilenetv4_conv_aa_large.e600_r384_in1k,480,38.893,61.107,70.707,29.293,32.59,1.000,bicubic,-57.567,-28.593,+36 -regnetz_d8_evos.ch_in1k,320,38.840,61.160,71.333,28.667,23.46,1.000,bicubic,-57.730,-28.127,+8 -vit_large_patch32_384.orig_in21k_ft_in1k,384,38.840,61.160,68.627,31.373,306.63,1.000,bicubic,-57.000,-30.533,+227 -volo_d1_224.sail_in1k,224,38.693,61.307,70.120,29.880,26.63,0.960,bicubic,-57.627,-29.120,+84 -mvitv2_small.fb_in1k,224,38.560,61.440,69.960,30.040,34.87,0.900,bicubic,-57.790,-29.430,+71 -coat_lite_medium.in1k,224,38.440,61.560,71.093,28.907,44.57,0.900,bicubic,-58.030,-28.267,+29 -efficientnetv2_rw_m.agc_in1k,320,38.427,61.573,70.133,29.867,53.24,1.000,bicubic,-58.163,-29.177,-5 -regnetz_040.ra3_in1k,320,38.427,61.573,70.067,29.933,27.12,1.000,bicubic,-58.283,-29.443,-38 -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,38.253,61.747,70.227,29.773,44.54,1.000,bilinear,-57.847,-29.043,+146 -xcit_small_12_p8_224.fb_dist_in1k,224,38.147,61.853,71.333,28.667,26.21,1.000,bicubic,-58.603,-28.087,-57 -davit_small.msft_in1k,224,38.107,61.893,70.613,29.387,49.75,0.950,bicubic,-58.533,-28.747,-23 -convnext_tiny.in12k_ft_in1k,224,38.080,61.920,71.840,28.160,28.59,0.950,bicubic,-58.660,-27.620,-56 -rdnet_base.nv_in1k,224,38.013,61.987,70.000,30.000,87.45,0.900,bicubic,-58.677,-29.240,-36 -convformer_m36.sail_in1k,224,37.920,62.080,66.933,33.067,57.05,1.000,bicubic,-58.770,-32.417,-36 -resnet200d.ra2_in1k,320,37.893,62.107,68.333,31.667,64.69,1.000,bicubic,-58.837,-31.037,-54 -tf_efficientnet_b7.aa_in1k,600,37.760,62.240,69.427,30.573,66.35,0.949,bicubic,-58.780,-29.883,+4 -focalnet_base_srf.ms_in1k,224,37.747,62.253,69.707,30.293,88.15,0.900,bicubic,-58.843,-29.723,-11 -maxvit_small_tf_224.in1k,224,37.693,62.307,68.373,31.627,68.93,0.950,bicubic,-58.997,-30.697,-43 -swinv2_small_window8_256.ms_in1k,256,37.667,62.333,69.960,30.040,49.73,0.900,bicubic,-58.653,-29.340,+72 -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,37.627,62.373,68.867,31.133,60.23,0.950,bicubic,-58.733,-30.513,+48 -tf_efficientnetv2_s.in21k_ft_in1k,300,37.613,62.387,69.667,30.333,21.46,1.000,bicubic,-58.707,-29.663,+69 -fastvit_ma36.apple_dist_in1k,256,37.533,62.467,70.973,29.027,44.07,0.950,bicubic,-59.267,-28.357,-79 -focalnet_base_lrf.ms_in1k,224,37.533,62.467,68.600,31.400,88.75,0.900,bicubic,-58.947,-30.530,+8 -hgnetv2_b5.ssld_stage1_in22k_in1k,224,37.480,62.520,69.827,30.173,39.57,0.965,bicubic,-59.550,-29.743,-134 -seresnet152d.ra2_in1k,320,37.480,62.520,69.080,30.920,66.84,1.000,bicubic,-59.320,-30.330,-82 -efficientvit_b3.r288_in1k,288,37.347,62.653,69.653,30.347,48.65,1.000,bicubic,-59.283,-29.807,-35 -twins_svt_large.in1k,224,37.347,62.653,69.227,30.773,99.27,0.900,bicubic,-58.913,-29.943,+75 -xcit_large_24_p16_224.fb_dist_in1k,224,37.307,62.693,71.440,28.560,189.10,1.000,bicubic,-59.513,-27.860,-89 -xcit_small_12_p8_224.fb_in1k,224,37.307,62.693,68.133,31.867,26.21,1.000,bicubic,-58.803,-31.137,+126 -swin_s3_small_224.ms_in1k,224,37.053,62.947,68.147,31.853,49.74,0.900,bicubic,-59.187,-31.193,+81 -eca_nfnet_l1.ra2_in1k,320,37.027,62.973,70.573,29.427,41.41,1.000,bicubic,-59.723,-28.727,-76 -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,36.947,63.053,68.893,31.107,38.74,0.950,bicubic,-59.473,-30.497,+17 -regnetz_d32.ra3_in1k,320,36.813,63.187,70.080,29.920,27.58,0.950,bicubic,-59.787,-29.210,-32 -convnext_small.fb_in1k,288,36.787,63.213,70.947,29.053,50.22,1.000,bicubic,-59.773,-28.393,-21 -seresnextaa101d_32x8d.ah_in1k,224,36.760,63.240,66.347,33.653,93.59,0.950,bicubic,-59.570,-32.883,+48 -pvt_v2_b4.in1k,224,36.747,63.253,68.680,31.320,62.56,0.900,bicubic,-59.633,-30.500,+26 -convnext_base.fb_in1k,224,36.693,63.307,69.947,30.053,88.59,0.875,bicubic,-59.737,-29.443,+8 -pit_b_distilled_224.in1k,224,36.640,63.360,67.840,32.160,74.79,0.900,bicubic,-59.610,-31.290,+67 -regnety_064.ra3_in1k,288,36.640,63.360,67.560,32.440,30.58,1.000,bicubic,-59.720,-31.770,+29 -convnext_tiny.fb_in22k_ft_in1k,224,36.600,63.400,69.987,30.013,28.59,0.875,bicubic,-59.640,-29.183,+67 -efficientnetv2_rw_s.ra2_in1k,384,36.587,63.413,68.040,31.960,23.94,1.000,bicubic,-59.953,-31.320,-22 -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,36.560,63.440,68.040,31.960,60.40,0.950,bicubic,-59.530,-30.830,+121 -vit_base_patch32_384.augreg_in21k_ft_in1k,384,36.520,63.480,69.147,30.853,88.30,1.000,bicubic,-59.980,-30.263,-17 -regnety_160.deit_in1k,288,36.480,63.520,68.813,31.187,83.59,1.000,bicubic,-59.880,-30.357,+21 -fastvit_sa36.apple_dist_in1k,256,36.413,63.587,69.573,30.427,31.53,0.900,bicubic,-59.937,-29.647,+28 -hiera_small_224.mae_in1k_ft_in1k,224,36.413,63.587,68.000,32.000,35.01,0.900,bicubic,-59.917,-31.170,+40 -resnext101_64x4d.c1_in1k,288,36.347,63.653,65.960,34.040,83.46,1.000,bicubic,-59.783,-33.270,+103 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,36.333,63.667,69.040,30.960,37.76,0.950,bicubic,-60.127,-30.160,-9 -hgnet_small.ssld_in1k,288,36.307,63.693,70.800,29.200,24.36,1.000,bicubic,-60.623,-28.760,-134 -rexnetr_300.sw_in12k_ft_in1k,224,36.293,63.707,69.880,30.120,34.81,0.950,bicubic,-60.347,-29.490,-61 -pvt_v2_b5.in1k,224,36.280,63.720,68.400,31.600,81.96,0.900,bicubic,-60.070,-30.940,+28 -cait_xxs36_384.fb_dist_in1k,384,36.093,63.907,67.413,32.587,17.37,1.000,bicubic,-59.777,-31.727,+174 -efficientvit_l1.r224_in1k,224,35.960,64.040,68.000,32.000,52.65,1.000,bicubic,-60.370,-31.050,+33 -nest_base_jx.goog_in1k,224,35.947,64.053,66.600,33.400,67.72,0.875,bicubic,-60.303,-32.630,+51 -swin_base_patch4_window7_224.ms_in1k,224,35.773,64.227,68.213,31.787,87.77,0.900,bicubic,-60.317,-30.937,+109 -regnety_640.seer_ft_in1k,384,35.760,64.240,68.000,32.000,281.38,1.000,bicubic,-61.070,-31.660,-118 -repvgg_d2se.rvgg_in1k,320,35.720,64.280,66.667,33.333,133.33,1.000,bilinear,-60.960,-32.623,-77 -maxvit_tiny_rw_224.sw_in1k,224,35.720,64.280,65.747,34.253,29.06,0.950,bicubic,-60.520,-33.323,+52 -coatnet_1_rw_224.sw_in1k,224,35.693,64.307,66.987,33.013,41.72,0.950,bicubic,-60.337,-32.173,+122 -tf_efficientnet_b3.ns_jft_in1k,300,35.680,64.320,67.787,32.213,12.23,0.904,bicubic,-60.700,-31.603,+1 -mobilenetv4_hybrid_large.e600_r384_in1k,384,35.667,64.333,69.440,30.560,37.76,0.950,bicubic,-60.763,-29.790,-15 -edgenext_base.in21k_ft_in1k,256,35.640,64.360,69.440,30.560,18.51,0.950,bicubic,-60.720,-29.780,+2 -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,35.640,64.360,67.040,32.960,60.40,0.950,bicubic,-60.590,-32.380,+51 -cs3se_edgenet_x.c2ns_in1k,320,35.547,64.453,67.640,32.360,50.72,1.000,bicubic,-60.893,-31.770,-22 -resnetrs200.tf_in1k,256,35.440,64.560,64.827,35.173,93.21,1.000,bicubic,-60.760,-34.453,+61 -hgnetv2_b4.ssld_stage2_ft_in1k,288,35.400,64.600,69.973,30.027,19.80,1.000,bicubic,-61.430,-29.477,-130 -tf_efficientnetv2_m.in1k,384,35.240,64.760,65.453,34.547,54.14,1.000,bicubic,-61.560,-33.997,-124 -resnetrs420.tf_in1k,320,35.160,64.840,63.627,36.373,191.89,1.000,bicubic,-61.450,-35.643,-71 -sequencer2d_l.in1k,224,35.093,64.907,67.093,32.907,54.30,0.875,bicubic,-61.047,-32.157,+79 -regnety_080.ra3_in1k,288,35.080,64.920,66.733,33.267,39.18,1.000,bicubic,-61.440,-32.637,-46 -tf_efficientnet_b6.aa_in1k,528,34.987,65.013,67.360,32.640,43.04,0.942,bicubic,-61.693,-32.230,-90 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.947,65.053,69.187,30.813,11.07,1.000,bicubic,-61.373,-30.123,+15 -gcvit_tiny.in1k,224,34.920,65.080,66.307,33.693,28.22,0.875,bicubic,-61.270,-32.693,+57 -inception_next_base.sail_in1k,224,34.853,65.147,66.227,33.773,86.67,0.950,bicubic,-61.697,-32.863,-56 -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,34.573,65.427,67.653,32.347,38.88,0.950,bicubic,-61.777,-31.567,+1 -dm_nfnet_f2.dm_in1k,256,34.573,65.427,63.920,36.080,193.78,0.920,bicubic,-62.157,-35.440,-113 -fastvit_ma36.apple_in1k,256,34.533,65.467,67.120,32.880,44.07,0.950,bicubic,-61.957,-32.180,-50 -resnetrs270.tf_in1k,352,34.520,65.480,65.120,34.880,129.86,1.000,bicubic,-62.180,-34.270,-105 -tf_efficientnet_b5.ap_in1k,456,34.387,65.613,67.173,32.827,30.39,0.934,bicubic,-62.323,-32.307,-109 -xcit_tiny_12_p8_384.fb_dist_in1k,384,34.347,65.653,66.320,33.680,6.71,1.000,bicubic,-61.703,-32.920,+93 -mobilenetv4_conv_large.e600_r384_in1k,448,34.333,65.667,67.747,32.253,32.59,1.000,bicubic,-61.907,-31.373,+27 -deit3_medium_patch16_224.fb_in1k,224,34.160,65.840,65.880,34.120,38.85,0.900,bicubic,-61.930,-33.430,+79 -coat_small.in1k,224,34.147,65.853,66.013,33.987,21.69,0.900,bicubic,-61.773,-33.147,+127 -vit_base_patch16_224_miil.in21k_ft_in1k,224,34.120,65.880,64.547,35.453,86.54,0.875,bilinear,-62.350,-34.613,-51 -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,34.040,65.960,67.280,32.720,38.88,0.950,bicubic,-62.350,-32.050,-26 -xcit_medium_24_p16_224.fb_dist_in1k,224,34.000,66.000,67.640,32.360,84.40,1.000,bicubic,-62.620,-31.580,-94 -seresnext101d_32x8d.ah_in1k,224,34.000,66.000,64.320,35.680,93.59,0.950,bicubic,-62.460,-34.870,-48 -resnet152d.ra2_in1k,320,33.813,66.187,65.427,34.573,60.21,1.000,bicubic,-62.567,-33.923,-28 -resmlp_big_24_224.fb_distilled_in1k,224,33.787,66.213,69.360,30.640,129.14,0.875,bicubic,-62.673,-29.960,-55 -regnetv_064.ra3_in1k,288,33.787,66.213,67.667,32.333,30.58,1.000,bicubic,-62.663,-31.693,-49 -tresnet_m.miil_in1k_448,448,33.787,66.213,64.320,35.680,31.39,0.875,bilinear,-61.193,-34.660,+353 -coatnet_rmlp_1_rw_224.sw_in1k,224,33.653,66.347,65.280,34.720,41.69,0.950,bicubic,-62.297,-33.880,+112 -caformer_s18.sail_in1k,224,33.613,66.387,65.200,34.800,26.34,1.000,bicubic,-62.577,-33.990,+39 -pvt_v2_b3.in1k,224,33.587,66.413,67.427,32.573,45.24,0.900,bicubic,-62.413,-31.773,+92 -xcit_tiny_24_p16_384.fb_dist_in1k,384,33.573,66.427,65.280,34.720,12.12,1.000,bicubic,-62.417,-34.030,+94 -rdnet_small.nv_in1k,224,33.547,66.453,66.867,33.133,50.44,0.900,bicubic,-62.783,-32.333,-12 -focalnet_small_srf.ms_in1k,224,33.547,66.453,65.853,34.147,49.89,0.900,bicubic,-62.543,-33.307,+65 -convformer_s18.sail_in22k_ft_in1k,224,33.440,66.560,68.240,31.760,26.77,1.000,bicubic,-63.170,-31.110,-102 -inception_next_small.sail_in1k,224,33.427,66.573,65.893,34.107,49.37,0.875,bicubic,-62.823,-33.327,+3 -regnetz_d8.ra3_in1k,256,33.400,66.600,66.573,33.427,23.37,0.940,bicubic,-63.000,-32.677,-47 -tiny_vit_11m_224.dist_in22k_ft_in1k,224,33.320,66.680,65.707,34.293,11.00,0.950,bicubic,-62.970,-33.483,-5 -resnetrs350.tf_in1k,288,33.280,66.720,62.053,37.947,163.96,1.000,bicubic,-63.400,-37.317,-120 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,33.253,66.747,67.787,32.213,11.07,1.000,bicubic,-62.917,-31.363,+33 -convformer_s36.sail_in1k,224,33.213,66.787,63.547,36.453,40.01,1.000,bicubic,-63.367,-35.613,-95 -twins_pcpvt_large.in1k,224,33.107,66.893,67.960,32.040,60.99,0.900,bicubic,-63.053,-31.290,+36 -twins_svt_base.in1k,224,33.107,66.893,65.587,34.413,56.07,0.900,bicubic,-63.073,-33.753,+28 -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,33.067,66.933,65.213,34.787,25.03,0.875,bilinear,-62.813,-33.877,+113 -nextvit_large.bd_in1k,224,33.027,66.973,67.000,33.000,57.87,0.950,bicubic,-63.343,-32.340,-46 -resnet152.a1h_in1k,288,33.027,66.973,63.160,36.840,60.19,1.000,bicubic,-63.193,-36.070,+11 -hrnet_w48_ssld.paddle_in1k,224,33.013,66.987,63.493,36.507,77.47,0.950,bilinear,-63.377,-35.737,-54 -fastvit_sa36.apple_in1k,256,33.000,67.000,65.960,34.040,31.53,0.900,bicubic,-63.240,-33.350,-2 -focalnet_small_lrf.ms_in1k,224,32.947,67.053,67.160,32.840,50.34,0.900,bicubic,-63.243,-32.070,+19 -tiny_vit_21m_224.in1k,224,32.880,67.120,66.933,33.067,21.20,0.950,bicubic,-63.320,-32.337,+15 -regnetz_d8_evos.ch_in1k,256,32.867,67.133,65.387,34.613,23.46,0.950,bicubic,-63.403,-34.093,-16 -regnety_320.seer_ft_in1k,384,32.787,67.213,66.013,33.987,145.05,1.000,bicubic,-63.563,-33.457,-42 -pit_b_224.in1k,224,32.773,67.227,62.253,37.747,73.76,0.900,bicubic,-62.857,-36.417,+162 -swinv2_cr_small_ns_224.sw_in1k,224,32.747,67.253,65.720,34.280,49.70,0.900,bicubic,-63.473,-33.520,+4 -xcit_large_24_p16_224.fb_in1k,224,32.733,67.267,61.773,38.227,189.10,1.000,bicubic,-62.727,-37.247,+215 -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,32.480,67.520,64.760,35.240,18.45,1.000,bicubic,-63.550,-34.340,+61 -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,32.427,67.573,63.680,36.320,194.03,0.875,bilinear,-63.423,-35.490,+109 -efficientvit_b3.r256_in1k,256,32.413,67.587,65.707,34.293,48.65,1.000,bicubic,-63.937,-33.493,-41 -eca_nfnet_l1.ra2_in1k,256,32.413,67.587,65.293,34.707,41.41,0.900,bicubic,-63.837,-33.937,-18 -ecaresnet101d.miil_in1k,288,32.400,67.600,65.813,34.187,44.57,0.950,bicubic,-63.820,-33.497,-8 -swin_small_patch4_window7_224.ms_in1k,224,32.373,67.627,65.227,34.773,49.61,0.900,bicubic,-63.507,-33.883,+99 -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,32.320,67.680,66.253,33.747,15.62,1.000,bicubic,-64.030,-33.147,-55 -resnetaa101d.sw_in12k_ft_in1k,224,32.307,67.693,65.173,34.827,44.57,0.950,bicubic,-64.033,-34.147,-44 -nest_small_jx.goog_in1k,224,32.307,67.693,63.813,36.187,38.35,0.875,bicubic,-63.663,-35.227,+75 -xception65.ra3_in1k,299,32.280,67.720,62.480,37.520,39.92,0.940,bicubic,-64.080,-36.760,-62 -tf_efficientnetv2_b3.in21k_ft_in1k,300,32.093,67.907,65.773,34.227,14.36,0.900,bicubic,-64.127,-33.477,-11 -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,32.093,67.907,64.187,35.813,14.25,1.000,bicubic,-64.107,-34.943,-3 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,32.027,67.973,63.573,36.427,236.34,0.875,bicubic,-64.063,-35.617,+28 -convnextv2_tiny.fcmae_ft_in1k,288,31.973,68.027,67.120,32.880,28.64,1.000,bicubic,-64.237,-32.120,-9 -regnetz_040_h.ra3_in1k,256,31.960,68.040,63.120,36.880,28.94,1.000,bicubic,-64.360,-36.080,-45 -convnext_tiny_hnf.a2h_in1k,288,31.960,68.040,62.480,37.520,28.59,1.000,bicubic,-64.050,-36.600,+51 -seresnext101_32x8d.ah_in1k,224,31.907,68.093,61.253,38.747,93.57,0.950,bicubic,-64.483,-37.957,-77 -efficientvit_b3.r224_in1k,224,31.880,68.120,64.493,35.507,48.65,0.950,bicubic,-64.140,-34.657,+47 -rexnetr_200.sw_in12k_ft_in1k,288,31.813,68.187,67.520,32.480,16.52,1.000,bicubic,-64.407,-31.610,-20 -swinv2_tiny_window16_256.ms_in1k,256,31.787,68.213,65.587,34.413,28.35,0.900,bicubic,-64.193,-33.513,+60 -resnext101_64x4d.tv_in1k,224,31.640,68.360,63.747,36.253,83.46,0.875,bilinear,-64.390,-35.343,+38 -maxvit_nano_rw_256.sw_in1k,256,31.600,68.400,63.667,36.333,15.45,0.950,bicubic,-64.330,-35.333,+68 -resnest101e.in1k,256,31.587,68.413,64.067,35.933,48.28,0.875,bilinear,-64.263,-35.143,+86 -vit_base_patch16_224.orig_in21k_ft_in1k,224,31.587,68.413,61.147,38.853,86.57,0.900,bicubic,-63.753,-37.863,+222 -regnetz_d32.ra3_in1k,256,31.507,68.493,65.013,34.987,27.58,0.950,bicubic,-64.693,-34.097,-18 -hgnetv2_b4.ssld_stage1_in22k_in1k,288,31.480,68.520,66.840,33.160,19.80,1.000,bicubic,-65.240,-32.590,-181 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,31.440,68.560,65.733,34.267,11.07,0.950,bicubic,-64.610,-33.487,+25 -convnext_small.fb_in1k,224,31.373,68.627,65.987,34.013,50.22,0.875,bicubic,-64.827,-33.143,-17 -maxxvit_rmlp_nano_rw_256.sw_in1k,256,31.333,68.667,64.507,35.493,16.78,0.950,bicubic,-64.697,-34.753,+29 -fastvit_sa24.apple_dist_in1k,256,31.320,68.680,64.760,35.240,21.55,0.900,bicubic,-64.840,-34.390,-9 -convnext_nano.in12k_ft_in1k,288,31.293,68.707,67.333,32.667,15.59,1.000,bicubic,-64.697,-31.857,+39 -regnety_320.tv2_in1k,224,31.267,68.733,64.493,35.507,145.05,0.965,bicubic,-64.823,-34.817,+10 -mobilenetv4_conv_aa_large.e600_r384_in1k,384,31.253,68.747,65.267,34.733,32.59,0.950,bicubic,-64.897,-34.113,-7 -nextvit_base.bd_in1k,224,31.253,68.747,65.173,34.827,44.82,0.950,bicubic,-64.997,-34.047,-48 -cait_s24_224.fb_dist_in1k,224,31.187,68.813,64.253,35.747,46.92,1.000,bicubic,-65.213,-34.727,-99 -tf_efficientnet_b5.ra_in1k,456,31.107,68.893,64.520,35.480,30.39,0.934,bicubic,-65.283,-34.890,-97 -regnetz_c16_evos.ch_in1k,320,31.080,68.920,65.933,34.067,13.49,0.950,bicubic,-65.070,-33.157,-12 -regnetv_040.ra3_in1k,288,31.027,68.973,64.107,35.893,20.64,1.000,bicubic,-65.203,-35.193,-44 -crossvit_base_240.in1k,240,31.027,68.973,60.933,39.067,105.03,0.875,bicubic,-64.473,-37.887,+158 -maxvit_rmlp_nano_rw_256.sw_in1k,256,31.000,69.000,63.093,36.907,15.50,0.950,bicubic,-65.000,-35.867,+29 -seresnet152d.ra2_in1k,256,30.907,69.093,63.173,36.827,66.84,0.950,bicubic,-65.523,-35.957,-116 -regnetz_040.ra3_in1k,256,30.907,69.093,62.627,37.373,27.12,1.000,bicubic,-65.573,-36.783,-131 -maxvit_tiny_tf_224.in1k,224,30.880,69.120,62.933,37.067,30.92,0.950,bicubic,-65.260,-36.227,-14 -swinv2_cr_small_224.sw_in1k,224,30.773,69.227,61.853,38.147,49.70,0.900,bicubic,-65.317,-37.187,+3 -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,30.720,69.280,62.333,37.667,88.22,0.900,bicubic,-65.400,-36.867,-12 -xcit_small_24_p16_224.fb_dist_in1k,224,30.600,69.400,64.533,35.467,47.67,1.000,bicubic,-65.620,-34.747,-44 -efficientnet_b4.ra2_in1k,384,30.573,69.427,64.347,35.653,19.34,1.000,bicubic,-65.587,-34.863,-25 -hiera_tiny_224.mae_in1k_ft_in1k,224,30.453,69.547,62.267,37.733,27.91,0.900,bicubic,-65.147,-36.603,+116 -crossvit_18_240.in1k,240,30.427,69.573,61.547,38.453,43.27,0.875,bicubic,-65.063,-37.443,+155 -sequencer2d_m.in1k,224,30.360,69.640,62.933,37.067,38.31,0.875,bicubic,-65.460,-36.177,+64 -repvit_m2_3.dist_450e_in1k,224,30.333,69.667,63.653,36.347,23.69,0.950,bicubic,-66.017,-35.567,-98 -maxxvitv2_nano_rw_256.sw_in1k,256,30.267,69.733,63.773,36.227,23.70,0.950,bicubic,-65.623,-35.337,+49 -regnety_040.ra3_in1k,288,30.200,69.800,63.373,36.627,20.65,1.000,bicubic,-65.800,-35.817,+14 -crossvit_18_dagger_240.in1k,240,30.200,69.800,61.613,38.387,44.27,0.875,bicubic,-65.420,-37.437,+107 -hgnet_small.ssld_in1k,224,30.133,69.867,64.467,35.533,24.36,0.965,bicubic,-66.497,-34.753,-182 -rexnet_300.nav_in1k,224,30.040,69.960,64.200,35.800,34.71,0.875,bicubic,-65.790,-34.930,+57 -xcit_medium_24_p16_224.fb_in1k,224,30.027,69.973,59.187,40.813,84.40,1.000,bicubic,-65.493,-39.773,+132 -dm_nfnet_f1.dm_in1k,224,30.000,70.000,57.947,42.053,132.63,0.910,bicubic,-66.350,-41.223,-101 -mvitv2_tiny.fb_in1k,224,29.867,70.133,63.747,36.253,24.17,0.900,bicubic,-66.013,-35.503,+45 -twins_pcpvt_base.in1k,224,29.840,70.160,64.587,35.413,43.83,0.900,bicubic,-65.950,-34.543,+63 -convnext_tiny.fb_in1k,288,29.787,70.213,64.920,35.080,28.59,1.000,bicubic,-65.993,-34.230,+63 -resnet50.fb_swsl_ig1b_ft_in1k,224,29.760,70.240,63.840,36.160,25.56,0.875,bilinear,-65.710,-35.170,+147 -convnextv2_nano.fcmae_ft_in22k_in1k,288,29.733,70.267,65.653,34.347,15.62,1.000,bicubic,-66.317,-33.557,-10 -cait_xxs24_384.fb_dist_in1k,384,29.720,70.280,63.733,36.267,12.03,1.000,bicubic,-65.540,-35.227,+200 -tf_efficientnet_b5.aa_in1k,456,29.720,70.280,62.733,37.267,30.39,0.934,bicubic,-66.760,-36.497,-154 -hgnetv2_b3.ssld_stage1_in22k_in1k,288,29.640,70.360,65.920,34.080,16.29,1.000,bicubic,-66.630,-33.230,-88 -resnet200d.ra2_in1k,256,29.640,70.360,61.387,38.613,64.69,0.950,bicubic,-66.670,-37.863,-92 -cs3sedarknet_x.c2ns_in1k,288,29.627,70.373,61.587,38.413,35.40,1.000,bicubic,-66.413,-37.523,-11 -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,29.573,70.427,61.400,38.600,10.59,1.000,bicubic,-66.127,-37.590,+73 -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,29.547,70.453,66.493,33.507,28.29,0.900,bicubic,-65.943,-32.597,+127 -resnet152.a1_in1k,288,29.493,70.507,57.027,42.973,60.19,1.000,bicubic,-65.997,-41.923,+135 -deit_base_distilled_patch16_224.fb_in1k,224,29.480,70.520,64.093,35.907,87.34,0.900,bicubic,-66.620,-35.097,-33 -convnextv2_tiny.fcmae_ft_in1k,224,29.467,70.533,63.893,36.107,28.64,0.875,bicubic,-66.213,-35.117,+74 -convit_base.fb_in1k,224,29.387,70.613,61.493,38.507,86.54,0.875,bicubic,-66.163,-37.397,+100 -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,29.360,70.640,62.187,37.813,86.43,0.900,bicubic,-66.410,-36.963,+51 -convnext_tiny.fb_in22k_ft_in1k,288,29.253,70.747,56.560,43.440,28.59,1.000,bicubic,-65.617,-42.340,+278 -mobilenetv4_conv_large.e600_r384_in1k,384,29.147,70.853,63.680,36.320,32.59,0.950,bicubic,-66.653,-35.380,+44 -cs3se_edgenet_x.c2ns_in1k,256,29.080,70.920,60.933,39.067,50.72,0.950,bicubic,-66.870,-37.957,+9 -tf_efficientnetv2_s.in1k,384,29.027,70.973,61.173,38.827,21.46,1.000,bicubic,-67.323,-37.937,-119 -fastvit_sa24.apple_in1k,256,29.000,71.000,62.320,37.680,21.55,0.900,bicubic,-66.910,-36.840,+13 -regnety_160.deit_in1k,224,29.000,71.000,61.467,38.533,83.59,0.950,bicubic,-67.050,-37.663,-27 -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,28.960,71.040,60.787,39.213,88.79,0.875,bilinear,-66.530,-38.433,+117 -davit_tiny.msft_in1k,224,28.893,71.107,63.627,36.373,28.36,0.950,bicubic,-66.767,-35.603,+70 -hgnetv2_b4.ssld_stage2_ft_in1k,224,28.840,71.160,63.507,36.493,19.80,0.965,bicubic,-67.670,-35.873,-177 -resnet101d.ra2_in1k,320,28.813,71.187,61.920,38.080,44.57,1.000,bicubic,-67.487,-37.500,-109 -edgenext_base.usi_in1k,320,28.787,71.213,64.720,35.280,18.51,1.000,bicubic,-67.933,-34.800,-239 -vit_little_patch16_reg4_gap_256.sbb_in1k,256,28.787,71.213,62.413,37.587,22.52,0.950,bicubic,-66.953,-36.707,+45 -vit_relpos_medium_patch16_cls_224.sw_in1k,224,28.733,71.267,59.973,40.027,38.76,0.900,bicubic,-66.757,-38.797,+114 -regnety_160.tv2_in1k,224,28.707,71.293,61.280,38.720,83.59,0.965,bicubic,-67.273,-37.920,-10 -xcit_tiny_24_p8_224.fb_in1k,224,28.653,71.347,60.160,39.840,12.11,1.000,bicubic,-67.027,-38.990,+58 -resnetrs152.tf_in1k,320,28.653,71.347,60.013,39.987,86.62,1.000,bicubic,-67.917,-39.407,-197 -resnetv2_101.a1h_in1k,288,28.547,71.453,59.613,40.387,44.54,1.000,bicubic,-67.603,-39.547,-66 -xcit_tiny_24_p8_224.fb_dist_in1k,224,28.520,71.480,61.400,38.600,12.11,1.000,bicubic,-67.280,-37.810,+27 -vit_relpos_medium_patch16_224.sw_in1k,224,28.480,71.520,61.520,38.480,38.75,0.900,bicubic,-66.990,-37.440,+117 -crossvit_15_dagger_240.in1k,240,28.453,71.547,60.093,39.907,28.21,0.875,bicubic,-67.217,-38.967,+56 -hgnetv2_b3.ssld_stage2_ft_in1k,288,28.400,71.600,65.013,34.987,16.29,1.000,bicubic,-67.950,-34.317,-146 -efficientvit_b2.r288_in1k,288,28.400,71.600,63.907,36.093,24.33,1.000,bicubic,-67.580,-35.373,-18 -cs3edgenet_x.c2_in1k,288,28.360,71.640,61.040,38.960,47.82,1.000,bicubic,-67.700,-38.090,-47 -xcit_small_24_p16_224.fb_in1k,224,28.320,71.680,59.000,41.000,47.67,1.000,bicubic,-67.220,-40.000,+82 -xception65p.ra3_in1k,299,28.307,71.693,59.480,40.520,39.82,0.940,bicubic,-67.903,-39.940,-94 -pvt_v2_b2_li.in1k,224,28.267,71.733,61.560,38.440,22.55,0.900,bicubic,-67.323,-37.470,+66 -regnety_080.ra3_in1k,224,28.240,71.760,59.693,40.307,39.18,0.950,bicubic,-67.790,-39.417,-42 -repvit_m2_3.dist_300e_in1k,224,28.227,71.773,61.453,38.547,23.69,0.950,bicubic,-67.953,-37.597,-88 -regnety_064.ra3_in1k,224,28.227,71.773,59.507,40.493,30.58,0.950,bicubic,-67.643,-39.573,+3 -efficientnet_b4.ra2_in1k,320,28.187,71.813,61.907,38.093,19.34,0.875,bicubic,-67.573,-37.253,+22 -resnet101.a1h_in1k,288,28.120,71.880,59.640,40.360,44.55,1.000,bicubic,-67.920,-39.500,-50 -cs3sedarknet_x.c2ns_in1k,256,28.027,71.973,60.333,39.667,35.40,0.887,bicubic,-67.603,-38.647,+52 -efficientnetv2_rw_s.ra2_in1k,288,27.973,72.027,60.373,39.627,23.94,1.000,bicubic,-68.187,-38.817,-84 -rdnet_tiny.nv_in1k,224,27.760,72.240,62.000,38.000,23.86,0.900,bicubic,-67.880,-36.950,+48 -efficientformerv2_l.snap_dist_in1k,224,27.707,72.293,61.347,38.653,26.32,0.950,bicubic,-68.353,-37.853,-60 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,27.693,72.307,62.773,37.227,11.07,0.950,bicubic,-68.127,-36.327,+4 -coat_lite_small.in1k,224,27.667,72.333,58.547,41.453,19.84,0.900,bicubic,-67.893,-40.333,+59 -efficientformer_l7.snap_dist_in1k,224,27.653,72.347,62.640,37.360,82.23,0.950,bicubic,-68.457,-36.530,-78 -flexivit_small.1200ep_in1k,240,27.587,72.413,58.240,41.760,22.06,0.950,bicubic,-67.973,-40.810,+54 -resnetaa50d.sw_in12k_ft_in1k,288,27.520,72.480,62.067,37.933,25.58,1.000,bicubic,-68.290,-37.203,+3 -regnetv_064.ra3_in1k,224,27.347,72.653,61.093,38.907,30.58,0.950,bicubic,-68.743,-38.137,-76 -pvt_v2_b2.in1k,224,27.307,72.693,60.587,39.413,25.36,0.900,bicubic,-68.193,-38.533,+76 -vit_base_patch16_384.augreg_in1k,384,27.293,72.707,56.507,43.493,86.86,1.000,bicubic,-67.667,-42.313,+213 -resnext101_32x8d.tv2_in1k,224,27.240,72.760,59.347,40.653,88.79,0.965,bilinear,-68.750,-39.883,-45 -deit_base_patch16_224.fb_in1k,224,27.173,72.827,58.640,41.360,86.57,0.900,bicubic,-68.267,-40.200,+98 -convnextv2_nano.fcmae_ft_in22k_in1k,224,27.147,72.853,62.293,37.707,15.62,0.875,bicubic,-68.383,-36.827,+60 -regnetz_c16.ra3_in1k,320,27.147,72.853,62.267,37.733,13.46,1.000,bicubic,-68.833,-36.883,-40 -regnety_080_tv.tv2_in1k,224,27.133,72.867,61.360,38.640,39.38,0.965,bicubic,-68.767,-37.790,-27 -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,27.107,72.893,62.627,37.373,25.55,1.000,bilinear,-67.923,-36.263,+190 -coatnet_bn_0_rw_224.sw_in1k,224,27.013,72.987,60.840,39.160,27.44,0.950,bicubic,-68.687,-38.390,+18 -xcit_small_12_p16_224.fb_dist_in1k,224,27.000,73.000,59.813,40.187,26.25,1.000,bicubic,-69.020,-39.107,-62 -coatnet_0_rw_224.sw_in1k,224,26.973,73.027,59.107,40.893,27.44,0.950,bicubic,-68.487,-39.523,+87 -flexivit_small.600ep_in1k,240,26.827,73.173,57.013,42.987,22.06,0.950,bicubic,-68.863,-42.067,+18 -vit_small_patch16_224.augreg_in21k_ft_in1k,224,26.813,73.187,58.840,41.160,22.05,0.900,bicubic,-68.597,-40.290,+99 -vit_relpos_base_patch16_224.sw_in1k,224,26.787,73.213,60.467,39.533,86.43,0.900,bicubic,-68.803,-38.523,+36 -dm_nfnet_f0.dm_in1k,256,26.773,73.227,58.067,41.933,71.49,0.900,bicubic,-69.577,-41.183,-177 -gcvit_xtiny.in1k,224,26.720,73.280,60.587,39.413,19.98,0.875,bicubic,-68.870,-38.443,+33 -swin_s3_tiny_224.ms_in1k,224,26.680,73.320,60.293,39.707,28.33,0.900,bicubic,-68.510,-38.657,+142 -nextvit_small.bd_in1k,224,26.640,73.360,61.227,38.773,31.76,0.950,bicubic,-69.230,-37.963,-25 -mobilenetv4_conv_large.e500_r256_in1k,320,26.587,73.413,61.080,38.920,32.59,1.000,bicubic,-69.303,-37.960,-37 -sequencer2d_s.in1k,224,26.373,73.627,60.267,39.733,27.65,0.875,bicubic,-69.617,-38.823,-61 -tresnet_v2_l.miil_in21k_ft_in1k,224,26.293,73.707,59.493,40.507,46.17,0.875,bilinear,-69.867,-39.697,-117 -cs3edgenet_x.c2_in1k,256,26.267,73.733,59.067,40.933,47.82,0.887,bicubic,-69.243,-39.963,+52 -mobilevitv2_200.cvnets_in22k_ft_in1k,256,26.227,73.773,58.707,41.293,18.45,0.888,bicubic,-68.943,-40.153,+142 -hgnet_small.paddle_in1k,288,26.187,73.813,60.040,39.960,24.36,1.000,bicubic,-69.463,-39.070,+14 -swinv2_tiny_window8_256.ms_in1k,256,26.173,73.827,60.480,39.520,28.35,0.900,bicubic,-69.327,-38.510,+49 -regnetx_320.tv2_in1k,224,26.173,73.827,57.747,42.253,107.81,0.965,bicubic,-69.817,-41.303,-68 -nfnet_l0.ra2_in1k,288,26.080,73.920,61.547,38.453,35.07,1.000,bicubic,-70.050,-37.693,-113 -coatnet_rmlp_nano_rw_224.sw_in1k,224,26.080,73.920,60.400,39.600,15.15,0.900,bicubic,-69.360,-38.440,+74 -resnext101_64x4d.c1_in1k,224,26.067,73.933,56.227,43.773,83.46,0.950,bicubic,-69.643,-42.803,-5 -regnety_032.ra_in1k,288,26.040,73.960,60.867,39.133,19.44,1.000,bicubic,-69.950,-38.233,-74 -resnet152d.ra2_in1k,256,26.000,74.000,58.040,41.960,60.21,0.950,bicubic,-70.070,-41.260,-98 -deit3_small_patch16_224.fb_in1k,224,26.000,74.000,54.293,45.707,22.06,0.900,bicubic,-69.000,-44.607,+176 -tf_efficientnet_b4.aa_in1k,380,25.960,74.040,59.960,40.040,19.34,0.922,bicubic,-69.990,-39.160,-64 -fbnetv3_g.ra2_in1k,288,25.920,74.080,60.907,39.093,16.62,0.950,bilinear,-69.580,-38.073,+42 -coatnext_nano_rw_224.sw_in1k,224,25.907,74.093,59.147,40.853,14.70,0.900,bicubic,-69.503,-39.853,+79 -tf_efficientnet_b4.ap_in1k,380,25.827,74.173,59.573,40.427,19.34,0.922,bicubic,-70.343,-39.707,-135 -flexivit_small.300ep_in1k,240,25.773,74.227,56.813,43.187,22.06,0.950,bicubic,-69.747,-41.947,+35 -ecaresnet101d.miil_in1k,224,25.760,74.240,58.680,41.320,44.57,0.875,bicubic,-69.780,-40.500,+23 -coat_mini.in1k,224,25.720,74.280,57.680,42.320,10.34,0.900,bicubic,-69.280,-41.100,+168 -inception_next_tiny.sail_in1k,224,25.693,74.307,59.480,40.520,28.06,0.875,bicubic,-69.777,-39.400,+54 -ecaresnet50t.ra2_in1k,320,25.680,74.320,59.707,40.293,25.57,0.950,bicubic,-69.840,-39.303,+26 -mobilevitv2_175.cvnets_in22k_ft_in1k,256,25.680,74.320,58.027,41.973,14.25,0.888,bicubic,-69.570,-40.903,+109 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,25.667,74.333,60.080,39.920,11.07,1.000,bicubic,-70.103,-38.960,-34 -visformer_small.in1k,224,25.640,74.360,58.573,41.427,40.22,0.900,bicubic,-69.860,-40.417,+35 -rexnetr_200.sw_in12k_ft_in1k,224,25.507,74.493,60.427,39.573,16.52,0.950,bicubic,-70.303,-38.743,-42 -crossvit_15_240.in1k,240,25.440,74.560,57.320,42.680,27.53,0.875,bicubic,-69.690,-41.620,+129 -vit_small_patch16_384.augreg_in1k,384,25.413,74.587,57.147,42.853,22.20,1.000,bicubic,-69.877,-41.863,+95 -convformer_s18.sail_in1k,224,25.387,74.613,57.600,42.400,26.77,1.000,bicubic,-70.563,-41.570,-76 -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,25.267,74.733,58.267,41.733,38.73,0.900,bicubic,-70.253,-40.853,+20 -halo2botnet50ts_256.a1h_in1k,256,25.173,74.827,56.280,43.720,22.64,0.950,bicubic,-70.247,-42.650,+60 -resnetv2_50x1_bit.goog_distilled_in1k,224,25.133,74.867,59.387,40.613,25.55,0.875,bicubic,-70.967,-39.893,-129 -xcit_small_12_p16_224.fb_in1k,224,25.040,74.960,55.707,44.293,26.25,1.000,bicubic,-70.390,-43.273,+54 -resnetrs270.tf_in1k,256,25.040,74.960,54.307,45.693,129.86,1.000,bicubic,-71.360,-44.933,-234 -edgenext_base.usi_in1k,256,25.027,74.973,60.667,39.333,18.51,0.950,bicubic,-71.373,-38.713,-237 -vit_srelpos_medium_patch16_224.sw_in1k,224,24.987,75.013,58.147,41.853,38.74,0.900,bicubic,-70.253,-40.913,+97 -hgnet_tiny.ssld_in1k,288,24.947,75.053,61.440,38.560,14.74,1.000,bicubic,-71.283,-37.670,-178 -resnet101.a1_in1k,288,24.947,75.053,54.973,45.027,44.55,1.000,bicubic,-70.543,-43.817,+30 -convit_small.fb_in1k,224,24.813,75.187,56.880,43.120,27.78,0.875,bicubic,-70.377,-42.080,+103 -resnet152.a2_in1k,288,24.800,75.200,53.893,46.107,60.19,1.000,bicubic,-70.690,-45.217,+30 -regnetz_c16_evos.ch_in1k,256,24.733,75.267,59.653,40.347,13.49,0.950,bicubic,-70.967,-39.257,-36 -vit_base_patch16_rpn_224.sw_in1k,224,24.733,75.267,57.987,42.013,86.54,0.900,bicubic,-70.657,-40.963,+57 -gc_efficientnetv2_rw_t.agc_in1k,288,24.587,75.413,57.533,42.467,13.68,1.000,bicubic,-71.153,-41.647,-45 -tnt_s_patch16_224,224,24.573,75.427,57.773,42.227,23.76,0.900,bicubic,-70.487,-41.067,+131 -efficientvit_b2.r256_in1k,256,24.533,75.467,59.120,40.880,24.33,1.000,bicubic,-71.137,-39.690,-30 -hgnetv2_b4.ssld_stage1_in22k_in1k,224,24.507,75.493,60.387,39.613,19.80,0.965,bicubic,-71.963,-38.913,-267 -eca_nfnet_l0.ra2_in1k,288,24.480,75.520,59.587,40.413,24.14,1.000,bicubic,-71.490,-39.623,-100 -regnetv_040.ra3_in1k,224,24.387,75.613,57.600,42.400,20.64,0.950,bicubic,-71.363,-41.520,-55 -swinv2_cr_tiny_ns_224.sw_in1k,224,24.280,75.720,58.347,41.653,28.33,0.900,bicubic,-71.050,-40.593,+65 -tf_efficientnet_b2.ns_jft_in1k,260,24.253,75.747,57.573,42.427,9.11,0.890,bicubic,-71.497,-41.647,-56 -efficientnetv2_rw_t.ra2_in1k,288,24.240,75.760,57.147,42.853,13.65,1.000,bicubic,-71.370,-41.923,-24 -xception41p.ra3_in1k,299,24.240,75.760,54.560,45.440,26.91,0.940,bicubic,-71.320,-44.370,-16 -tf_efficientnetv2_b3.in21k_ft_in1k,240,24.213,75.787,55.840,44.160,14.36,0.900,bicubic,-71.127,-43.060,+58 -xcit_tiny_12_p16_384.fb_dist_in1k,384,24.120,75.880,56.920,43.080,6.72,1.000,bicubic,-71.040,-41.930,+94 -convnext_tiny.fb_in1k,224,24.107,75.893,59.107,40.893,28.59,0.875,bicubic,-71.433,-39.943,-10 -convnext_nano.in12k_ft_in1k,224,24.067,75.933,60.373,39.627,15.59,0.950,bicubic,-71.643,-38.887,-52 -cs3darknet_x.c2ns_in1k,288,24.000,76.000,57.573,42.427,35.05,1.000,bicubic,-71.870,-41.517,-86 -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,23.987,76.013,55.507,44.493,5.76,1.000,bicubic,-70.973,-43.403,+139 -convnext_nano_ols.d1h_in1k,288,23.973,76.027,56.493,43.507,15.65,1.000,bicubic,-71.137,-42.407,+106 -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,23.933,76.067,55.947,44.053,36.43,0.900,bicubic,-71.707,-43.243,-39 -twins_svt_small.in1k,224,23.920,76.080,57.400,42.600,24.06,0.900,bicubic,-71.300,-41.680,+77 -vit_relpos_small_patch16_224.sw_in1k,224,23.907,76.093,57.733,42.267,21.98,0.900,bicubic,-71.283,-41.307,+79 -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,23.800,76.200,57.227,42.773,44.18,0.875,bilinear,-71.680,-41.713,+9 -ecaresnet50d.miil_in1k,288,23.773,76.227,58.547,41.453,25.58,0.950,bicubic,-71.717,-40.593,+1 -cs3sedarknet_l.c2ns_in1k,288,23.747,76.253,58.280,41.720,21.91,0.950,bicubic,-71.573,-40.860,+51 -coatnet_nano_rw_224.sw_in1k,224,23.720,76.280,56.693,43.307,15.14,0.900,bicubic,-71.520,-42.217,+69 -poolformer_m48.sail_in1k,224,23.680,76.320,56.853,43.147,73.47,0.950,bicubic,-71.960,-42.177,-44 -convnext_nano.d1h_in1k,288,23.653,76.347,55.707,44.293,15.59,1.000,bicubic,-71.697,-43.193,+41 -vit_small_patch32_384.augreg_in21k_ft_in1k,384,23.560,76.440,56.907,43.093,22.92,1.000,bicubic,-71.510,-42.083,+103 -resnet152.a1h_in1k,224,23.533,76.467,53.093,46.907,60.19,0.950,bicubic,-72.357,-45.987,-105 -tiny_vit_11m_224.in1k,224,23.520,76.480,58.627,41.373,11.00,0.950,bicubic,-72.030,-40.463,-33 -mobilevitv2_150.cvnets_in22k_ft_in1k,256,23.507,76.493,55.187,44.813,10.59,0.888,bicubic,-71.643,-43.903,+80 -tf_efficientnet_b5.in1k,456,23.440,76.560,57.480,42.520,30.39,0.934,bicubic,-72.640,-41.820,-160 -crossvit_small_240.in1k,240,23.413,76.587,56.387,43.613,26.86,0.875,bicubic,-71.437,-42.633,+152 -nest_tiny_jx.goog_in1k,224,23.253,76.747,56.133,43.867,17.06,0.875,bicubic,-72.007,-42.837,+53 -seresnext50_32x4d.racm_in1k,288,23.240,76.760,57.347,42.653,27.56,0.950,bicubic,-72.480,-41.693,-77 -hrnet_w18_ssld.paddle_in1k,288,23.240,76.760,55.067,44.933,21.30,1.000,bilinear,-72.740,-44.093,-135 -focalnet_tiny_srf.ms_in1k,224,23.227,76.773,58.160,41.840,28.43,0.900,bicubic,-72.263,-40.640,-15 -efficientnet_b3.ra2_in1k,320,23.200,76.800,55.933,44.067,12.23,1.000,bicubic,-72.520,-43.257,-78 -regnety_040.ra3_in1k,224,23.187,76.813,55.333,44.667,20.65,0.950,bicubic,-72.373,-43.787,-46 -levit_384.fb_dist_in1k,224,23.173,76.827,55.747,44.253,39.13,0.900,bicubic,-72.367,-43.393,-38 -levit_conv_384.fb_dist_in1k,224,23.173,76.827,55.747,44.253,39.13,0.900,bicubic,-72.367,-43.303,-38 -convnext_tiny_hnf.a2h_in1k,224,23.160,76.840,54.933,45.067,28.59,0.950,bicubic,-72.360,-44.037,-32 -lamhalobotnet50ts_256.a1h_in1k,256,23.133,76.867,54.880,45.120,22.57,0.950,bicubic,-72.027,-44.120,+66 -regnetz_c16.ra3_in1k,256,23.107,76.893,57.733,42.267,13.46,0.940,bicubic,-72.413,-41.347,-34 -pnasnet5large.tf_in1k,331,23.107,76.893,53.293,46.707,86.06,0.911,bicubic,-72.613,-45.627,-83 -nasnetalarge.tf_in1k,331,23.080,76.920,54.533,45.467,88.75,0.911,bicubic,-72.620,-44.527,-77 -vit_base_patch32_clip_224.laion2b_ft_in1k,224,23.067,76.933,55.347,44.653,88.22,0.900,bicubic,-72.483,-43.523,-48 -efficientformer_l3.snap_dist_in1k,224,23.040,76.960,56.787,43.213,31.41,0.950,bicubic,-72.570,-42.393,-62 -pit_s_distilled_224.in1k,224,22.973,77.027,56.880,43.120,24.04,0.900,bicubic,-72.207,-42.000,+53 -wide_resnet50_2.racm_in1k,288,22.960,77.040,55.600,44.400,68.88,0.950,bicubic,-72.700,-43.430,-74 -focalnet_tiny_lrf.ms_in1k,224,22.920,77.080,58.133,41.867,28.65,0.900,bicubic,-72.560,-40.967,-19 -hgnetv2_b3.ssld_stage1_in22k_in1k,224,22.827,77.173,58.760,41.240,16.29,0.965,bicubic,-73.153,-40.530,-151 -convnextv2_nano.fcmae_ft_in1k,288,22.813,77.187,58.747,41.253,15.62,1.000,bicubic,-73.087,-40.363,-134 -regnetx_160.tv2_in1k,224,22.787,77.213,56.200,43.800,54.28,0.965,bicubic,-73.113,-42.910,-133 -resnet61q.ra2_in1k,288,22.773,77.227,55.480,44.520,36.85,1.000,bicubic,-73.027,-43.520,-109 -vit_base_patch32_clip_224.openai_ft_in1k,224,22.747,77.253,55.840,44.160,88.22,0.900,bicubic,-72.373,-43.150,+61 -halonet50ts.a1h_in1k,256,22.747,77.253,54.360,45.640,22.73,0.940,bicubic,-72.393,-44.630,+57 -tiny_vit_5m_224.dist_in22k_ft_in1k,224,22.720,77.280,55.893,44.107,5.39,0.950,bicubic,-72.330,-43.087,+76 -resnetv2_50d_evos.ah_in1k,288,22.720,77.280,55.013,44.987,25.59,1.000,bicubic,-72.930,-44.137,-79 -efficientnet_b3.ra2_in1k,288,22.693,77.307,55.133,44.867,12.23,0.875,bicubic,-72.497,-43.797,+38 -tf_efficientnet_b4.in1k,380,22.653,77.347,56.267,43.733,19.34,0.922,bicubic,-73.167,-42.793,-121 -twins_pcpvt_small.in1k,224,22.627,77.373,56.600,43.400,24.11,0.900,bicubic,-72.603,-42.280,+32 -resmlp_big_24_224.fb_in1k,224,22.627,77.373,54.013,45.987,129.14,0.875,bicubic,-72.023,-44.647,+172 -hgnetv2_b2.ssld_stage2_ft_in1k,288,22.560,77.440,59.227,40.773,11.22,1.000,bicubic,-73.650,-39.953,-236 -poolformerv2_m48.sail_in1k,224,22.520,77.480,55.533,44.467,73.35,1.000,bicubic,-73.230,-43.447,-111 -repvit_m1_5.dist_450e_in1k,224,22.373,77.627,55.493,44.507,14.64,0.950,bicubic,-73.557,-43.667,-153 -vit_srelpos_small_patch16_224.sw_in1k,224,22.360,77.640,55.293,44.707,21.97,0.900,bicubic,-72.710,-43.657,+65 -ecaresnet101d_pruned.miil_in1k,288,22.293,77.707,56.427,43.573,24.88,0.950,bicubic,-73.447,-42.593,-113 -poolformer_m36.sail_in1k,224,22.267,77.733,55.147,44.853,56.17,0.950,bicubic,-73.143,-43.873,-14 -hgnetv2_b3.ssld_stage2_ft_in1k,224,22.253,77.747,57.893,42.107,16.29,0.965,bicubic,-73.667,-41.387,-155 -vit_base_patch32_224.augreg_in21k_ft_in1k,224,22.240,77.760,53.707,46.293,88.22,0.900,bicubic,-72.770,-45.313,+72 -xcit_tiny_12_p8_224.fb_dist_in1k,224,22.080,77.920,53.880,46.120,6.71,1.000,bicubic,-73.010,-45.050,+55 -resnetv2_50d_gn.ah_in1k,288,22.040,77.960,54.880,45.120,25.57,1.000,bicubic,-73.460,-44.020,-55 -wide_resnet101_2.tv2_in1k,224,22.013,77.987,54.560,45.440,126.89,0.965,bilinear,-73.537,-44.430,-78 -ecaresnet50t.a1_in1k,288,21.840,78.160,53.560,46.440,25.57,1.000,bicubic,-73.620,-45.160,-38 -resnext50_32x4d.a1h_in1k,288,21.813,78.187,54.200,45.800,25.03,1.000,bicubic,-73.627,-44.790,-33 -tf_efficientnetv2_s.in1k,300,21.760,78.240,53.293,46.707,21.46,1.000,bicubic,-74.390,-45.817,-225 -resnet101d.ra2_in1k,256,21.693,78.307,54.360,45.640,44.57,0.950,bicubic,-74.207,-44.720,-160 -res2net101d.in1k,224,21.613,78.387,51.147,48.853,45.23,0.875,bilinear,-73.227,-47.563,+108 -resnetrs152.tf_in1k,256,21.587,78.413,51.360,48.640,86.62,1.000,bicubic,-74.443,-47.690,-195 -efficientvit_b2.r224_in1k,224,21.573,78.427,55.253,44.747,24.33,0.950,bicubic,-73.737,-43.537,-3 -convnextv2_nano.fcmae_ft_in1k,224,21.547,78.453,55.427,44.573,15.62,0.875,bicubic,-73.883,-43.453,-37 -efficientformerv2_s2.snap_dist_in1k,224,21.547,78.453,54.040,45.960,12.71,0.950,bicubic,-73.833,-44.910,-25 -cs3sedarknet_l.c2ns_in1k,256,21.427,78.573,55.653,44.347,21.91,0.887,bicubic,-73.443,-43.157,+90 -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,21.413,78.587,54.507,45.493,13.42,0.950,bicubic,-73.377,-44.063,+112 -tresnet_m.miil_in21k_ft_in1k,224,21.387,78.613,53.520,46.480,31.39,0.875,bilinear,-74.343,-45.510,-128 -fastvit_sa12.apple_dist_in1k,256,21.307,78.693,54.600,45.400,11.58,0.900,bicubic,-73.823,-44.210,+29 -ecaresnet50t.ra2_in1k,256,21.253,78.747,52.960,47.040,25.57,0.875,bicubic,-73.577,-45.770,+103 -resnet50_gn.a1h_in1k,288,21.160,78.840,54.200,45.800,25.56,0.950,bicubic,-74.120,-44.710,-6 -maxvit_rmlp_pico_rw_256.sw_in1k,256,21.160,78.840,51.787,48.213,7.52,0.950,bicubic,-73.530,-47.013,+129 -swin_tiny_patch4_window7_224.ms_in1k,224,21.120,78.880,55.640,44.360,28.29,0.900,bicubic,-74.050,-43.280,+15 -repvit_m1_5.dist_300e_in1k,224,21.107,78.893,54.307,45.693,14.64,0.950,bicubic,-74.593,-44.843,-124 -pit_s_224.in1k,224,21.080,78.920,53.547,46.453,23.46,0.900,bicubic,-73.580,-45.173,+136 -convmixer_1536_20.in1k,224,20.973,79.027,55.307,44.693,51.63,0.960,bicubic,-74.107,-43.723,+34 -cs3darknet_x.c2ns_in1k,256,20.893,79.107,53.467,46.533,35.05,0.950,bicubic,-74.517,-45.373,-42 -resnet101.a2_in1k,288,20.880,79.120,51.853,48.147,44.55,1.000,bicubic,-74.540,-47.177,-45 -xcit_tiny_12_p8_224.fb_in1k,224,20.827,79.173,51.987,48.013,6.71,1.000,bicubic,-73.853,-46.853,+122 -nfnet_l0.ra2_in1k,224,20.760,79.240,55.507,44.493,35.07,0.900,bicubic,-74.670,-43.333,-54 -deit_small_distilled_patch16_224.fb_in1k,224,20.733,79.267,54.853,45.147,22.44,0.900,bicubic,-73.977,-43.967,+114 -poolformerv2_m36.sail_in1k,224,20.667,79.333,52.987,47.013,56.08,1.000,bicubic,-74.763,-46.103,-54 -resnet61q.ra2_in1k,256,20.653,79.347,52.947,47.053,36.85,0.900,bicubic,-74.687,-46.023,-30 -resnet51q.ra2_in1k,288,20.600,79.400,55.173,44.827,35.70,1.000,bilinear,-75.280,-43.847,-175 -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,20.560,79.440,53.173,46.827,15.25,0.950,bicubic,-74.080,-45.607,+133 -regnety_032.tv2_in1k,224,20.547,79.453,54.347,45.653,19.44,0.965,bicubic,-74.753,-44.583,-25 -resnet152.a1_in1k,224,20.493,79.507,48.853,51.147,60.19,0.950,bicubic,-74.647,-49.927,+9 -resnet152.tv2_in1k,224,20.453,79.547,52.427,47.573,60.19,0.965,bilinear,-75.077,-46.533,-99 -ecaresnetlight.miil_in1k,288,20.440,79.560,53.360,46.640,30.16,0.950,bicubic,-74.850,-45.680,-26 -sebotnet33ts_256.a1h_in1k,256,20.333,79.667,48.693,51.307,13.70,0.940,bicubic,-74.317,-49.817,+127 -resnetrs101.tf_in1k,288,20.307,79.693,52.573,47.427,63.62,0.940,bicubic,-75.113,-46.447,-60 -regnety_032.ra_in1k,224,20.173,79.827,52.933,47.067,19.44,0.950,bicubic,-75.227,-46.147,-54 -resnest50d_4s2x40d.in1k,224,20.093,79.907,52.800,47.200,30.42,0.875,bicubic,-74.867,-46.020,+42 -hgnet_small.paddle_in1k,224,20.040,79.960,52.627,47.373,24.36,0.965,bicubic,-75.070,-46.303,+7 -resnetaa50d.sw_in12k_ft_in1k,224,20.027,79.973,54.720,45.280,25.58,0.950,bicubic,-75.333,-44.350,-49 -resnetaa50.a1h_in1k,288,20.013,79.987,51.733,48.267,25.56,1.000,bicubic,-75.227,-47.137,-21 -hgnet_tiny.ssld_in1k,224,19.987,80.013,54.773,45.227,14.74,0.965,bicubic,-75.723,-44.477,-153 -fbnetv3_g.ra2_in1k,240,19.947,80.053,53.720,46.280,16.62,0.950,bilinear,-75.083,-45.340,+26 -mobilenetv4_conv_large.e500_r256_in1k,256,19.920,80.080,53.493,46.507,32.59,0.950,bicubic,-75.170,-45.457,+9 -xcit_nano_12_p8_384.fb_dist_in1k,384,19.760,80.240,50.560,49.440,3.05,1.000,bicubic,-73.710,-47.950,+342 -resnext50_32x4d.a1_in1k,288,19.747,80.253,50.227,49.773,25.03,1.000,bicubic,-75.093,-48.553,+70 -hgnetv2_b2.ssld_stage1_in22k_in1k,288,19.693,80.307,55.360,44.640,11.22,1.000,bicubic,-76.117,-43.820,-180 -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,19.693,80.307,53.253,46.747,25.03,0.875,bilinear,-75.157,-45.627,+66 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,19.600,80.400,53.227,46.773,11.07,0.950,bicubic,-75.770,-45.633,-62 -haloregnetz_b.ra3_in1k,224,19.600,80.400,49.720,50.280,11.68,0.940,bicubic,-75.140,-48.960,+88 -regnetz_b16.ra3_in1k,288,19.573,80.427,52.400,47.600,9.72,1.000,bicubic,-75.597,-46.680,-20 -resnet51q.ra2_in1k,256,19.560,80.440,53.533,46.467,35.70,0.875,bilinear,-75.930,-45.317,-100 -mobilenetv4_conv_medium.e500_r256_in1k,320,19.480,80.520,53.053,46.947,9.72,1.000,bicubic,-75.520,-45.407,+20 -resnext101_32x8d.tv2_in1k,176,19.440,80.560,51.893,48.107,88.79,0.875,bilinear,-75.920,-47.157,-64 -tresnet_xl.miil_in1k,224,19.347,80.653,52.827,47.173,78.44,0.875,bilinear,-76.093,-46.233,-88 -resnetv2_101.a1h_in1k,224,19.320,80.680,48.853,51.147,44.54,0.950,bicubic,-76.360,-50.207,-156 -resnet101.a1h_in1k,224,19.280,80.720,49.787,50.213,44.55,0.950,bicubic,-76.090,-49.023,-70 -senet154.gluon_in1k,224,19.133,80.867,47.320,52.680,115.09,0.875,bicubic,-75.797,-51.450,+32 -rexnet_200.nav_in1k,224,19.040,80.960,52.573,47.427,16.37,0.875,bicubic,-75.930,-46.177,+19 -lambda_resnet50ts.a1h_in1k,256,19.027,80.973,48.907,51.093,21.54,0.950,bicubic,-75.813,-49.563,+57 -resnet50d.a1_in1k,288,19.027,80.973,48.707,51.293,25.58,1.000,bicubic,-75.723,-49.763,+74 -seresnext101_64x4d.gluon_in1k,224,19.013,80.987,48.920,51.080,88.23,0.875,bicubic,-75.927,-49.880,+27 -levit_256.fb_dist_in1k,224,19.000,81.000,49.707,50.293,18.89,0.900,bicubic,-76.030,-49.163,+3 -levit_conv_256.fb_dist_in1k,224,19.000,81.000,49.707,50.293,18.89,0.900,bicubic,-76.030,-49.163,+5 -legacy_senet154.in1k,224,18.947,81.053,47.640,52.360,115.09,0.875,bilinear,-76.153,-51.190,-13 -tf_efficientnet_b1.ns_jft_in1k,240,18.920,81.080,51.707,48.293,7.79,0.882,bicubic,-76.230,-47.123,-29 -repvgg_b3.rvgg_in1k,224,18.867,81.133,49.840,50.160,123.09,0.875,bilinear,-75.683,-49.070,+121 -gcvit_xxtiny.in1k,224,18.800,81.200,53.107,46.893,12.00,0.875,bicubic,-75.580,-45.643,+153 -eca_nfnet_l0.ra2_in1k,224,18.760,81.240,53.320,46.680,24.14,0.900,bicubic,-76.530,-45.780,-62 -deit_small_patch16_224.fb_in1k,224,18.720,81.280,51.093,48.907,22.05,0.900,bicubic,-75.710,-47.497,+145 -mobilevitv2_200.cvnets_in1k,256,18.587,81.413,50.080,49.920,18.45,0.888,bicubic,-76.273,-48.710,+39 -edgenext_small.usi_in1k,320,18.547,81.453,53.560,46.440,5.59,1.000,bicubic,-76.873,-45.540,-98 -mixer_b16_224.miil_in21k_ft_in1k,224,18.547,81.453,51.213,48.787,59.88,0.875,bilinear,-76.813,-47.767,-80 -ecaresnet50t.a2_in1k,288,18.440,81.560,48.760,51.240,25.57,1.000,bicubic,-76.910,-50.090,-81 -regnetx_080.tv2_in1k,224,18.413,81.587,50.133,49.867,39.57,0.965,bicubic,-76.697,-48.577,-25 -seresnet50.ra2_in1k,288,18.360,81.640,51.067,48.933,28.09,0.950,bicubic,-76.970,-47.833,-77 -poolformer_s36.sail_in1k,224,18.293,81.707,52.027,47.973,30.86,0.900,bicubic,-76.817,-46.783,-28 -repvit_m3.dist_in1k,224,18.293,81.707,51.680,48.320,10.68,0.950,bicubic,-76.947,-47.300,-60 -seresnext50_32x4d.racm_in1k,224,18.240,81.760,50.893,49.107,27.56,0.875,bicubic,-76.790,-47.907,-13 -wide_resnet50_2.tv2_in1k,224,18.133,81.867,52.267,47.733,68.88,0.965,bilinear,-76.737,-46.503,+20 -ese_vovnet39b.ra_in1k,288,18.080,81.920,49.613,50.387,24.57,0.950,bicubic,-76.810,-49.297,+14 -cait_xxs36_224.fb_dist_in1k,224,18.080,81.920,49.267,50.733,17.30,1.000,bicubic,-76.160,-49.443,+168 -sehalonet33ts.ra2_in1k,256,18.040,81.960,47.613,52.387,13.69,0.940,bicubic,-76.750,-51.327,+43 -mobilenetv4_hybrid_medium.e500_r224_in1k,256,18.013,81.987,51.613,48.387,11.07,1.000,bicubic,-77.457,-47.717,-121 -ecaresnet50d.miil_in1k,224,18.000,82.000,51.507,48.493,25.58,0.875,bicubic,-76.630,-47.193,+81 -gcresnet50t.ra2_in1k,288,17.947,82.053,49.373,50.627,25.90,1.000,bicubic,-77.333,-49.627,-74 -tf_efficientnet_lite4.in1k,380,17.907,82.093,50.307,49.693,13.01,0.920,bilinear,-76.983,-48.713,+7 -cs3darknet_l.c2ns_in1k,288,17.853,82.147,51.453,48.547,21.16,0.950,bicubic,-77.287,-46.957,-49 -resnet101.a1_in1k,224,17.853,82.147,45.573,54.427,44.55,0.950,bicubic,-76.677,-53.057,+107 -resnest50d_1s4x24d.in1k,224,17.627,82.373,49.627,50.373,25.68,0.875,bicubic,-77.133,-49.173,+38 -mobilevitv2_175.cvnets_in1k,256,17.600,82.400,49.227,50.773,14.25,0.888,bicubic,-77.270,-49.323,+11 -resnet50d.ra2_in1k,288,17.547,82.453,49.880,50.120,25.58,0.950,bicubic,-77.463,-49.090,-22 -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,17.547,82.453,49.747,50.253,5.79,1.000,bicubic,-76.083,-48.483,+268 -resnetv2_50.a1h_in1k,288,17.533,82.467,49.880,50.120,25.55,1.000,bicubic,-77.297,-48.990,+26 -tiny_vit_5m_224.in1k,224,17.520,82.480,49.960,50.040,5.39,0.950,bicubic,-76.760,-48.580,+149 -hgnet_tiny.paddle_in1k,288,17.480,82.520,50.853,49.147,14.74,1.000,bicubic,-77.480,-48.207,-15 -seresnext101_32x4d.gluon_in1k,224,17.400,82.600,46.493,53.507,48.96,0.875,bicubic,-77.520,-52.387,-4 -resnest50d.in1k,224,17.347,82.653,50.547,49.453,27.48,0.875,bilinear,-77.483,-48.323,+21 -resnet152.a2_in1k,224,17.347,82.653,45.600,54.400,60.19,0.950,bicubic,-77.603,-53.360,-11 -hgnetv2_b2.ssld_stage2_ft_in1k,224,17.293,82.707,51.787,48.213,11.22,0.965,bicubic,-78.247,-46.973,-175 -resnet50.c2_in1k,288,17.293,82.707,49.387,50.613,25.56,1.000,bicubic,-77.597,-49.473,-2 -inception_v4.tf_in1k,299,17.293,82.707,45.373,54.627,42.68,0.875,bicubic,-77.087,-53.517,+123 -dm_nfnet_f0.dm_in1k,192,17.200,82.800,45.027,54.973,71.49,0.900,bicubic,-78.180,-53.893,-117 -convnext_pico.d1_in1k,288,17.133,82.867,49.707,50.293,9.05,0.950,bicubic,-77.617,-48.973,+28 -tf_efficientnet_b3.ap_in1k,300,17.120,82.880,49.560,50.440,12.23,0.904,bicubic,-78.230,-49.370,-111 -efficientnet_el.ra_in1k,300,17.093,82.907,49.893,50.107,10.59,0.904,bicubic,-78.027,-49.097,-62 -xcit_tiny_24_p16_224.fb_dist_in1k,224,17.093,82.907,47.427,52.573,12.12,1.000,bicubic,-77.437,-51.373,+85 -regnetx_032.tv2_in1k,224,17.000,83.000,48.120,51.880,15.30,0.965,bicubic,-77.660,-50.720,+45 -fastvit_s12.apple_dist_in1k,256,16.987,83.013,49.333,50.667,9.47,0.900,bicubic,-77.883,-49.537,-5 -gcresnext50ts.ch_in1k,288,16.973,83.027,47.987,52.013,15.67,1.000,bicubic,-77.887,-50.823,-4 -xception71.tf_in1k,299,16.893,83.107,45.613,54.387,42.34,0.903,bicubic,-77.437,-53.237,+119 -cs3darknet_focus_l.c2ns_in1k,288,16.853,83.147,50.053,49.947,21.15,0.950,bicubic,-78.307,-48.907,-77 -hrnet_w18_ssld.paddle_in1k,224,16.827,83.173,46.867,53.133,21.30,0.950,bilinear,-78.533,-52.003,-124 -regnety_016.tv2_in1k,224,16.787,83.213,49.840,50.160,11.20,0.965,bicubic,-77.793,-49.060,+65 -tf_efficientnet_b3.aa_in1k,300,16.787,83.213,49.187,50.813,12.23,0.904,bicubic,-78.223,-49.723,-42 -gc_efficientnetv2_rw_t.agc_in1k,224,16.733,83.267,46.653,53.347,13.68,1.000,bicubic,-78.307,-52.247,-52 -resnext101_64x4d.gluon_in1k,224,16.720,83.280,44.027,55.973,83.46,0.875,bicubic,-77.950,-54.623,+35 -resmlp_36_224.fb_distilled_in1k,224,16.707,83.293,51.093,48.907,44.69,0.875,bicubic,-78.173,-47.777,-19 -convnextv2_pico.fcmae_ft_in1k,288,16.707,83.293,50.000,50.000,9.07,0.950,bicubic,-78.543,-48.800,-104 -efficientnetv2_rw_t.ra2_in1k,224,16.707,83.293,47.067,52.933,13.65,1.000,bicubic,-78.273,-51.683,-42 -poolformerv2_s36.sail_in1k,224,16.680,83.320,49.267,50.733,30.79,1.000,bicubic,-78.650,-49.743,-120 -tf_efficientnetv2_b3.in1k,300,16.587,83.413,48.480,51.520,14.36,0.904,bicubic,-78.593,-50.350,-92 -ecaresnet50t.a1_in1k,224,16.520,83.480,47.147,52.853,25.57,0.950,bicubic,-78.160,-51.673,+26 -resnet50d.ra4_e3600_r224_in1k,288,16.453,83.547,49.013,50.987,25.58,1.000,bicubic,-78.867,-49.807,-122 -inception_resnet_v2.tf_in1k,299,16.453,83.547,44.720,55.280,55.84,0.897,bicubic,-78.117,-54.240,+59 -tresnet_l.miil_in1k,224,16.440,83.560,49.573,50.427,55.99,0.875,bilinear,-78.830,-49.437,-114 -resnet152s.gluon_in1k,224,16.440,83.560,44.347,55.653,60.32,0.875,bicubic,-78.620,-54.583,-66 -convnext_pico_ols.d1_in1k,288,16.347,83.653,49.267,50.733,9.06,1.000,bicubic,-78.293,-49.503,+36 -resnet101.tv2_in1k,224,16.333,83.667,48.333,51.667,44.55,0.965,bilinear,-78.957,-50.597,-119 -gcresnet50t.ra2_in1k,256,16.320,83.680,48.320,51.680,25.90,0.900,bicubic,-78.540,-50.530,-22 -resnet152d.gluon_in1k,224,16.320,83.680,44.080,55.920,60.21,0.875,bicubic,-78.500,-54.680,-8 -fastvit_sa12.apple_in1k,256,16.307,83.693,49.387,50.613,11.58,0.900,bicubic,-78.583,-49.423,-35 -convnext_nano.d1h_in1k,224,16.293,83.707,47.440,52.560,15.59,0.950,bicubic,-78.637,-51.230,-42 -gernet_l.idstcv_in1k,256,16.253,83.747,46.773,53.227,31.08,0.875,bilinear,-78.857,-52.257,-86 -resmlp_24_224.fb_distilled_in1k,224,16.227,83.773,49.947,50.053,30.02,0.875,bicubic,-78.223,-48.823,+77 -mobilevitv2_150.cvnets_in1k,256,16.227,83.773,47.960,52.040,10.59,0.888,bicubic,-78.303,-50.740,+57 -convnext_nano_ols.d1h_in1k,224,16.200,83.800,47.893,52.107,15.65,0.950,bicubic,-78.540,-50.727,+1 -seresnet50.a1_in1k,288,16.173,83.827,46.853,53.147,28.09,1.000,bicubic,-78.497,-51.867,+13 -wide_resnet50_2.racm_in1k,224,16.133,83.867,48.093,51.907,68.88,0.875,bicubic,-78.947,-50.877,-83 -inception_resnet_v2.tf_ens_adv_in1k,299,16.120,83.880,43.333,56.667,55.84,0.897,bicubic,-78.100,-55.267,+113 -resnetv2_50d_evos.ah_in1k,224,16.107,83.893,46.467,53.533,25.59,0.950,bicubic,-78.863,-52.523,-62 -repvgg_b3g4.rvgg_in1k,224,16.067,83.933,47.480,52.520,83.83,0.875,bilinear,-78.453,-51.340,+55 -gmlp_s16_224.ra3_in1k,224,16.067,83.933,44.707,55.293,19.42,0.875,bicubic,-78.093,-53.793,+128 -gcresnext50ts.ch_in1k,256,16.053,83.947,46.160,53.840,15.67,0.900,bicubic,-78.477,-52.560,+49 -resnetv2_50d_gn.ah_in1k,224,16.053,83.947,46.133,53.867,25.57,0.950,bicubic,-78.697,-52.537,-13 -xcit_tiny_24_p16_224.fb_in1k,224,16.053,83.947,45.267,54.733,12.12,1.000,bicubic,-78.027,-53.243,+140 -repvit_m1_1.dist_450e_in1k,224,16.040,83.960,49.120,50.880,8.80,0.950,bicubic,-78.850,-49.800,-52 -ecaresnet101d_pruned.miil_in1k,224,15.907,84.093,48.573,51.427,24.88,0.875,bicubic,-79.163,-50.407,-91 -mobilenetv4_hybrid_medium.e500_r224_in1k,224,15.893,84.107,47.973,52.027,11.07,0.950,bicubic,-78.967,-50.827,-38 -ecaresnet50d_pruned.miil_in1k,288,15.880,84.120,49.653,50.347,19.94,0.950,bicubic,-79.230,-49.257,-104 -efficientnet_b1.ra4_e3600_r240_in1k,288,15.880,84.120,48.693,51.307,7.79,1.000,bicubic,-79.440,-50.277,-148 -xception65.tf_in1k,299,15.880,84.120,43.480,56.520,39.92,0.903,bicubic,-77.890,-55.140,+193 -resnet50.a1_in1k,288,15.853,84.147,45.627,54.373,25.56,1.000,bicubic,-78.947,-53.123,-30 -resnet50.fb_ssl_yfcc100m_ft_in1k,224,15.840,84.160,49.333,50.667,25.56,0.875,bilinear,-78.650,-49.587,+52 -edgenext_small_rw.sw_in1k,320,15.800,84.200,49.520,50.480,7.83,1.000,bicubic,-78.880,-49.060,-8 -resnext50_32x4d.ra_in1k,288,15.733,84.267,46.920,53.080,25.03,0.950,bicubic,-78.967,-51.720,-14 -fastvit_t12.apple_dist_in1k,256,15.627,84.373,47.640,52.360,7.55,0.900,bicubic,-78.993,-50.920,+14 -resnet50.c1_in1k,288,15.613,84.387,47.107,52.893,25.56,1.000,bicubic,-79.177,-51.813,-33 -ecaresnet26t.ra2_in1k,320,15.520,84.480,47.947,52.053,16.01,0.950,bicubic,-78.780,-50.833,+77 -regnety_320.pycls_in1k,224,15.493,84.507,44.587,55.413,145.05,0.875,bicubic,-79.097,-54.083,+15 -vit_base_patch32_384.augreg_in1k,384,15.493,84.507,43.733,56.267,88.30,1.000,bicubic,-78.147,-54.937,+199 -coat_tiny.in1k,224,15.467,84.533,45.600,54.400,5.50,0.900,bicubic,-78.113,-52.820,+208 -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,15.440,84.560,47.960,52.040,9.72,1.000,bicubic,-79.430,-51.000,-60 -convmixer_768_32.in1k,224,15.387,84.613,47.613,52.387,21.11,0.960,bicubic,-79.113,-51.237,+37 -edgenext_small.usi_in1k,256,15.320,84.680,48.360,51.640,5.59,0.950,bicubic,-79.630,-50.210,-79 -resnet50d.a2_in1k,288,15.320,84.680,44.547,55.453,25.58,1.000,bicubic,-79.270,-54.303,+10 -resnet50.d_in1k,288,15.320,84.680,44.493,55.507,25.56,1.000,bicubic,-79.640,-54.377,-80 -ecaresnetlight.miil_in1k,224,15.227,84.773,45.600,54.400,30.16,0.875,bicubic,-79.533,-53.260,-37 -cs3darknet_l.c2ns_in1k,256,15.213,84.787,48.640,51.360,21.16,0.887,bicubic,-79.337,-50.140,+18 -resnext50d_32x4d.bt_in1k,288,15.213,84.787,45.933,54.067,25.05,0.950,bicubic,-79.327,-52.757,+20 -skresnext50_32x4d.ra_in1k,224,15.187,84.813,44.560,55.440,27.48,0.875,bicubic,-79.073,-53.910,+76 -repvit_m1_0.dist_450e_in1k,224,15.027,84.973,46.653,53.347,7.30,0.950,bicubic,-79.513,-52.227,+16 -fastvit_s12.apple_in1k,256,15.027,84.973,45.000,55.000,9.47,0.900,bicubic,-79.193,-53.640,+82 -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,15.027,84.973,42.333,57.667,119.42,0.900,bicubic,-78.723,-55.767,+173 -seresnet33ts.ra2_in1k,288,15.013,84.987,47.067,52.933,19.78,1.000,bicubic,-80.027,-51.773,-113 -resnext50_32x4d.a2_in1k,288,15.013,84.987,45.080,54.920,25.03,1.000,bicubic,-79.547,-53.560,+11 -efficientvit_b1.r288_in1k,288,15.000,85.000,46.333,53.667,9.10,1.000,bicubic,-79.480,-52.457,+31 -eca_resnet33ts.ra2_in1k,288,14.987,85.013,48.600,51.400,19.68,1.000,bicubic,-79.663,-50.260,-21 -hgnetv2_b2.ssld_stage1_in22k_in1k,224,14.947,85.053,48.347,51.653,11.22,0.965,bicubic,-80.273,-50.533,-156 -vit_base_patch16_224.augreg_in1k,224,14.907,85.093,41.893,58.107,86.57,0.900,bicubic,-78.723,-56.347,+181 -cait_xxs24_224.fb_dist_in1k,224,14.880,85.120,44.533,55.467,11.96,1.000,bicubic,-78.700,-53.907,+188 -regnetz_b16.ra3_in1k,224,14.827,85.173,45.800,54.200,9.72,0.940,bicubic,-79.733,-53.080,+3 -levit_192.fb_dist_in1k,224,14.693,85.307,44.640,55.360,10.95,0.900,bicubic,-79.487,-53.900,+80 -levit_conv_192.fb_dist_in1k,224,14.680,85.320,44.653,55.347,10.95,0.900,bicubic,-79.500,-53.887,+80 -res2net50d.in1k,224,14.653,85.347,44.400,55.600,25.72,0.875,bilinear,-79.647,-53.960,+53 -seresnet50.a2_in1k,288,14.653,85.347,44.147,55.853,28.09,1.000,bicubic,-80.027,-54.633,-38 -poolformerv2_s24.sail_in1k,224,14.640,85.360,45.973,54.027,21.34,1.000,bicubic,-80.010,-52.857,-28 -convnextv2_pico.fcmae_ft_in1k,224,14.627,85.373,45.840,54.160,9.07,0.875,bicubic,-79.833,-52.780,+23 -gcresnet33ts.ra2_in1k,288,14.573,85.427,46.013,53.987,19.88,1.000,bicubic,-80.347,-52.767,-97 -repvit_m1_1.dist_300e_in1k,224,14.547,85.453,46.800,53.200,8.80,0.950,bicubic,-80.213,-52.180,-61 -cs3darknet_focus_l.c2ns_in1k,256,14.480,85.520,46.507,53.493,21.15,0.887,bicubic,-80.180,-52.303,-37 -darknet53.c2ns_in1k,288,14.440,85.560,46.813,53.187,41.61,1.000,bicubic,-80.180,-51.967,-23 -efficientnet_el_pruned.in1k,300,14.413,85.587,45.827,54.173,10.59,0.904,bicubic,-79.967,-52.733,+30 -coat_lite_mini.in1k,224,14.400,85.600,44.533,55.467,11.01,0.900,bicubic,-79.650,-53.707,+95 -rexnet_150.nav_in1k,224,14.373,85.627,46.440,53.560,9.73,0.875,bicubic,-80.107,-52.110,+12 -resnet50.tv2_in1k,224,14.333,85.667,46.747,53.253,25.56,0.965,bilinear,-80.327,-52.033,-41 -resnext50_32x4d.a1h_in1k,224,14.320,85.680,44.000,56.000,25.03,0.950,bicubic,-80.220,-54.600,-6 -efficientnet_b2.ra_in1k,288,14.307,85.693,45.827,54.173,9.11,1.000,bicubic,-80.313,-52.973,-24 -seresnet33ts.ra2_in1k,256,14.280,85.720,45.840,54.160,19.78,0.900,bicubic,-80.580,-52.880,-92 -darknetaa53.c2ns_in1k,288,14.120,85.880,44.880,55.120,36.02,1.000,bilinear,-80.400,-53.790,-1 -poolformer_s24.sail_in1k,224,14.107,85.893,47.040,52.960,21.39,0.900,bicubic,-80.473,-51.620,-23 -repvit_m2.dist_in1k,224,14.053,85.947,46.320,53.680,8.80,0.950,bicubic,-80.697,-52.380,-68 -seresnet50.ra2_in1k,224,14.053,85.947,45.413,54.587,28.09,0.875,bicubic,-80.517,-53.387,-19 -pvt_v2_b1.in1k,224,14.027,85.973,47.360,52.640,14.01,0.900,bicubic,-79.793,-51.300,+129 -mobilevitv2_125.cvnets_in1k,256,14.000,86.000,44.280,55.720,7.48,0.888,bicubic,-79.990,-54.300,+100 -eca_resnet33ts.ra2_in1k,256,13.987,86.013,47.027,52.973,19.68,0.900,bicubic,-80.213,-51.313,+50 -gernet_m.idstcv_in1k,224,13.973,86.027,45.893,54.107,21.14,0.875,bilinear,-80.677,-52.597,-49 -fbnetv3_d.ra2_in1k,256,13.920,86.080,46.040,53.960,10.31,0.950,bilinear,-79.990,-52.700,+108 -resnet101.a2_in1k,224,13.907,86.093,42.960,57.040,44.55,0.950,bicubic,-80.793,-55.800,-65 -legacy_seresnext101_32x4d.in1k,224,13.867,86.133,42.587,57.413,48.96,0.875,bilinear,-80.503,-55.893,+15 -resnext101_32x4d.gluon_in1k,224,13.667,86.333,41.467,58.533,44.18,0.875,bicubic,-80.863,-57.053,-16 -gcresnet33ts.ra2_in1k,256,13.640,86.360,44.813,55.187,19.88,0.900,bicubic,-80.860,-53.967,-9 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,13.627,86.373,45.427,54.573,8.46,0.950,bicubic,-81.333,-53.643,-129 -edgenext_small_rw.sw_in1k,256,13.600,86.400,45.907,54.093,7.83,0.900,bicubic,-80.330,-52.643,+98 -mobilenetv4_conv_medium.e500_r256_in1k,256,13.600,86.400,44.893,55.107,9.72,0.950,bicubic,-80.700,-53.637,+19 -dpn68b.ra_in1k,288,13.600,86.400,39.867,60.133,12.61,1.000,bicubic,-80.380,-58.673,+92 -mobilenet_edgetpu_v2_m,256,13.587,86.413,45.427,54.573,8.46,0.950,bicubic,-81.373,-53.383,-132 -efficientnet_b2.ra_in1k,256,13.587,86.413,44.200,55.800,9.11,0.875,bicubic,-80.423,-54.280,+83 -fastvit_t12.apple_in1k,256,13.587,86.413,43.253,56.747,7.55,0.900,bicubic,-80.403,-55.307,+87 -hgnet_tiny.paddle_in1k,224,13.573,86.427,44.000,56.000,14.74,0.965,bicubic,-80.717,-54.750,+20 -pit_xs_distilled_224.in1k,224,13.507,86.493,45.107,54.893,11.00,0.900,bicubic,-80.263,-53.313,+121 -wide_resnet101_2.tv2_in1k,176,13.453,86.547,40.907,59.093,126.89,0.875,bilinear,-81.017,-57.873,-12 -darknet53.c2ns_in1k,256,13.440,86.560,44.720,55.280,41.61,0.887,bicubic,-80.870,-54.140,+9 -seresnext50_32x4d.gluon_in1k,224,13.440,86.560,43.440,56.560,27.56,0.875,bicubic,-80.920,-55.180,+3 -resmlp_36_224.fb_in1k,224,13.427,86.573,46.253,53.747,44.69,0.875,bicubic,-80.773,-52.407,+33 -ecaresnet50t.a2_in1k,224,13.400,86.600,42.493,57.507,25.57,0.950,bicubic,-81.100,-56.147,-22 -mobilenetv4_conv_medium.e500_r224_in1k,256,13.373,86.627,45.067,54.933,9.72,1.000,bicubic,-81.387,-53.863,-97 -eca_botnext26ts_256.c1_in1k,256,13.360,86.640,42.267,57.733,10.59,0.950,bicubic,-80.450,-56.233,+108 -resnet50_gn.a1h_in1k,224,13.333,86.667,42.773,57.227,25.56,0.940,bicubic,-80.997,-55.927,0 -repvgg_b2g4.rvgg_in1k,224,13.240,86.760,43.440,56.560,61.76,0.875,bilinear,-80.630,-54.950,+93 -resnet152.a3_in1k,224,13.240,86.760,42.773,57.227,60.19,0.950,bicubic,-81.480,-55.917,-92 -regnetx_320.pycls_in1k,224,13.173,86.827,40.280,59.720,107.81,0.875,bicubic,-81.267,-58.450,-18 -resnet50.b1k_in1k,288,13.147,86.853,43.773,56.227,25.56,1.000,bicubic,-81.713,-54.907,-125 -ese_vovnet39b.ra_in1k,224,13.133,86.867,43.733,56.267,24.57,0.875,bicubic,-80.967,-54.947,+46 -visformer_tiny.in1k,224,13.133,86.867,43.573,56.427,10.32,0.900,bicubic,-80.457,-55.127,+133 -resnet50d.a1_in1k,224,13.133,86.867,41.227,58.773,25.58,0.950,bicubic,-81.167,-57.513,+3 -vit_small_patch16_224.augreg_in1k,224,13.067,86.933,40.987,59.013,22.05,0.900,bicubic,-80.833,-57.643,+83 -cspresnext50.ra_in1k,256,13.040,86.960,45.053,54.947,20.57,0.887,bilinear,-81.790,-53.857,-117 -efficientnet_b3_pruned.in1k,300,13.027,86.973,44.893,55.107,9.86,0.904,bicubic,-81.593,-54.007,-66 -mobilevit_s.cvnets_in1k,256,13.013,86.987,40.827,59.173,5.58,0.900,bicubic,-80.197,-57.643,+181 -mixnet_xl.ra_in1k,224,12.973,87.027,43.133,56.867,11.90,0.875,bicubic,-81.227,-55.507,+20 -efficientformerv2_s1.snap_dist_in1k,224,12.960,87.040,42.400,57.600,6.19,0.950,bicubic,-81.140,-56.270,+37 -nf_regnet_b1.ra2_in1k,288,12.907,87.093,43.907,56.093,10.22,0.900,bicubic,-81.243,-54.833,+32 -efficientformer_l1.snap_dist_in1k,224,12.893,87.107,45.147,54.853,12.29,0.950,bicubic,-81.607,-53.673,-42 -eca_halonext26ts.c1_in1k,256,12.893,87.107,42.200,57.800,10.76,0.940,bicubic,-81.157,-56.300,+45 -resnext50_32x4d.a1_in1k,224,12.893,87.107,40.813,59.187,25.03,0.950,bicubic,-81.177,-57.387,+39 -resnet101d.gluon_in1k,224,12.773,87.227,41.333,58.667,44.57,0.875,bicubic,-81.477,-57.217,+1 -regnetx_016.tv2_in1k,224,12.720,87.280,45.173,54.827,9.19,0.965,bicubic,-81.450,-53.567,+17 -repvit_m1_0.dist_300e_in1k,224,12.720,87.280,44.187,55.813,7.30,0.950,bicubic,-81.610,-54.453,-21 -pit_xs_224.in1k,224,12.707,87.293,42.600,57.400,10.62,0.900,bicubic,-80.413,-55.710,+184 -hgnetv2_b1.ssld_stage2_ft_in1k,288,12.600,87.400,46.733,53.267,6.34,1.000,bicubic,-81.970,-52.027,-69 -resnetblur50.bt_in1k,288,12.573,87.427,44.280,55.720,25.56,0.950,bicubic,-81.897,-54.400,-43 -resnet50.b2k_in1k,288,12.560,87.440,43.760,56.240,25.56,1.000,bicubic,-82.150,-55.260,-113 -tf_efficientnet_b3.in1k,300,12.560,87.440,43.213,56.787,12.23,0.904,bicubic,-82.080,-55.557,-88 -crossvit_9_dagger_240.in1k,240,12.560,87.440,41.387,58.613,8.78,0.875,bicubic,-80.380,-56.823,+201 -resnext50_32x4d.tv2_in1k,224,12.533,87.467,42.853,57.147,25.03,0.965,bilinear,-82.087,-55.857,-84 -inception_v3.gluon_in1k,299,12.533,87.467,40.213,59.787,23.83,0.875,bicubic,-80.957,-58.327,+128 -resmlp_24_224.fb_in1k,224,12.467,87.533,43.413,56.587,30.02,0.875,bicubic,-81.553,-55.197,+41 -tresnet_m.miil_in1k,224,12.467,87.533,41.707,58.293,31.39,0.875,bilinear,-82.153,-57.043,-83 -wide_resnet50_2.tv2_in1k,176,12.453,87.547,43.467,56.533,68.88,0.875,bilinear,-81.747,-55.173,-3 -efficientnet_b1.ra4_e3600_r240_in1k,240,12.427,87.573,43.933,56.067,7.79,0.900,bicubic,-82.413,-54.687,-147 -efficientvit_b1.r256_in1k,256,12.427,87.573,41.840,58.160,9.10,1.000,bicubic,-81.613,-56.700,+33 -darknetaa53.c2ns_in1k,256,12.413,87.587,42.760,57.240,36.02,0.887,bilinear,-81.487,-55.870,+55 -regnety_120.pycls_in1k,224,12.387,87.613,41.840,58.160,51.82,0.875,bicubic,-82.133,-57.120,-66 -ecaresnet26t.ra2_in1k,256,12.253,87.747,42.640,57.360,16.01,0.875,bicubic,-81.587,-56.010,+64 -coat_lite_tiny.in1k,224,12.253,87.747,41.080,58.920,5.72,0.900,bicubic,-81.007,-57.310,+153 -resnet50.a1h_in1k,224,12.240,87.760,43.707,56.293,25.56,1.000,bicubic,-82.530,-54.973,-140 -convnext_femto_ols.d1_in1k,288,12.240,87.760,43.507,56.493,5.23,0.950,bicubic,-81.660,-54.953,+49 -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,12.227,87.773,42.987,57.013,9.72,0.950,bicubic,-82.063,-55.813,-28 -resnetaa50.a1h_in1k,224,12.213,87.787,42.360,57.640,25.56,0.950,bicubic,-82.417,-56.520,-102 -regnety_160.pycls_in1k,224,12.187,87.813,41.133,58.867,83.59,0.875,bicubic,-82.193,-57.697,-49 -resnet50.a2_in1k,288,12.053,87.947,40.093,59.907,25.56,1.000,bicubic,-82.597,-58.797,-112 -efficientnet_em.ra2_in1k,240,11.987,88.013,43.640,56.360,6.90,0.882,bicubic,-81.853,-55.170,+54 -resnet101s.gluon_in1k,224,11.987,88.013,40.800,59.200,44.67,0.875,bicubic,-82.753,-58.020,-137 -hgnetv2_b1.ssld_stage1_in22k_in1k,288,11.960,88.040,45.333,54.667,6.34,1.000,bicubic,-82.620,-53.547,-96 -convnext_pico.d1_in1k,224,11.947,88.053,43.453,56.547,9.05,0.875,bicubic,-82.113,-55.037,+10 -hrnet_w64.ms_in1k,224,11.920,88.080,40.773,59.227,128.06,0.875,bilinear,-82.100,-57.557,+22 -resnetrs101.tf_in1k,192,11.920,88.080,38.707,61.293,63.62,0.940,bicubic,-82.780,-60.003,-135 -resnet101.a3_in1k,224,11.787,88.213,40.280,59.720,44.55,0.950,bicubic,-82.263,-58.190,+9 -xcit_tiny_12_p16_224.fb_dist_in1k,224,11.747,88.253,39.853,60.147,6.72,1.000,bicubic,-81.653,-58.357,+117 -resnet50d.ra2_in1k,224,11.733,88.267,42.200,57.800,25.58,0.875,bicubic,-82.567,-56.520,-46 -xception41.tf_in1k,299,11.707,88.293,38.707,61.293,26.97,0.903,bicubic,-81.713,-59.703,+112 -nf_resnet50.ra2_in1k,288,11.693,88.307,45.347,54.653,25.56,0.940,bicubic,-82.927,-53.463,-114 -cspdarknet53.ra_in1k,256,11.693,88.307,43.240,56.760,27.64,0.887,bilinear,-82.977,-55.560,-135 -ecaresnet50t.a3_in1k,224,11.693,88.307,40.907,59.093,25.57,0.950,bicubic,-82.707,-57.763,-64 -efficientnet_b0.ra4_e3600_r224_in1k,256,11.640,88.360,40.907,59.093,5.29,1.000,bicubic,-82.230,-57.693,+39 -gmixer_24_224.ra3_in1k,224,11.627,88.373,37.267,62.733,24.72,0.875,bicubic,-81.243,-60.623,+175 -convnextv2_femto.fcmae_ft_in1k,288,11.600,88.400,40.600,59.400,5.23,0.950,bicubic,-82.600,-58.170,-29 -vit_small_patch32_224.augreg_in21k_ft_in1k,224,11.587,88.413,39.533,60.467,22.88,0.900,bicubic,-80.493,-58.717,+251 -fbnetv3_b.ra2_in1k,256,11.560,88.440,44.067,55.933,8.60,0.950,bilinear,-82.440,-54.563,+13 -botnet26t_256.c1_in1k,256,11.507,88.493,39.760,60.240,12.49,0.950,bicubic,-82.013,-58.670,+86 -dla102x2.in1k,224,11.453,88.547,41.133,58.867,41.28,0.875,bilinear,-82.557,-57.327,+9 -resnet50.ra_in1k,288,11.440,88.560,41.147,58.853,25.56,0.950,bicubic,-82.780,-57.423,-42 -seresnet50.a1_in1k,224,11.400,88.600,39.107,60.893,28.09,0.950,bicubic,-82.630,-59.313,+4 -xcit_nano_12_p16_384.fb_dist_in1k,384,11.387,88.613,39.573,60.427,3.05,1.000,bicubic,-80.513,-58.467,+261 -regnety_080.pycls_in1k,224,11.373,88.627,40.733,59.267,39.18,0.875,bicubic,-82.807,-57.947,-35 -efficientvit_b1.r224_in1k,224,11.373,88.627,39.973,60.027,9.10,0.950,bicubic,-82.147,-58.357,+80 -levit_128.fb_dist_in1k,224,11.360,88.640,39.747,60.253,9.21,0.900,bicubic,-82.030,-58.863,+104 -mobilenet_edgetpu_v2_m,224,11.347,88.653,42.013,57.987,8.46,0.900,bicubic,-82.953,-56.577,-62 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,11.320,88.680,42.120,57.880,8.46,0.900,bicubic,-83.000,-56.460,-69 -resnet152.tv2_in1k,176,11.320,88.680,38.067,61.933,60.19,0.875,bilinear,-82.770,-60.473,-19 -fbnetv3_d.ra2_in1k,224,11.307,88.693,41.053,58.947,10.31,0.950,bilinear,-82.133,-57.577,+87 -levit_conv_128.fb_dist_in1k,224,11.293,88.707,39.720,60.280,9.21,0.900,bicubic,-82.077,-58.660,+100 -efficientnet_b2_pruned.in1k,260,11.280,88.720,41.840,58.160,8.31,0.890,bicubic,-82.860,-56.670,-29 -lambda_resnet26t.c1_in1k,256,11.280,88.720,39.973,60.027,10.96,0.940,bicubic,-82.590,-58.637,+20 -tf_efficientnet_el.in1k,300,11.253,88.747,41.440,58.560,10.59,0.904,bicubic,-83.147,-57.160,-88 -seresnext26t_32x4d.bt_in1k,288,11.187,88.813,40.747,59.253,16.81,0.950,bicubic,-82.383,-57.653,+65 -tf_efficientnetv2_b3.in1k,240,11.187,88.813,39.160,60.840,14.36,0.904,bicubic,-83.393,-59.680,-127 -dpn92.mx_in1k,224,11.120,88.880,39.440,60.560,37.67,0.875,bicubic,-83.160,-59.310,-66 -convnext_femto.d1_in1k,288,11.107,88.893,42.560,57.440,5.22,0.950,bicubic,-82.813,-55.710,+3 -tf_efficientnet_b0.ns_jft_in1k,224,11.093,88.907,39.907,60.093,5.29,0.875,bicubic,-82.597,-58.723,+41 -mobilenetv4_conv_medium.e500_r224_in1k,224,11.067,88.933,40.480,59.520,9.72,0.950,bicubic,-83.143,-58.220,-57 -resnet152c.gluon_in1k,224,11.053,88.947,36.787,63.213,60.21,0.875,bicubic,-83.107,-61.843,-45 -ecaresnet50d_pruned.miil_in1k,224,11.027,88.973,42.053,57.947,19.94,0.875,bicubic,-83.233,-56.647,-69 -mobilevitv2_100.cvnets_in1k,256,11.027,88.973,40.133,59.867,4.90,0.888,bicubic,-82.263,-58.117,+101 -xcit_tiny_12_p16_224.fb_in1k,224,10.947,89.053,36.893,63.107,6.72,1.000,bicubic,-81.633,-61.357,+181 -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,10.933,89.067,39.427,60.573,6.36,1.000,bicubic,-81.117,-58.863,+224 -inception_v3.tf_adv_in1k,299,10.933,89.067,36.760,63.240,23.83,0.875,bicubic,-81.967,-61.450,+143 -resnet50d.ra4_e3600_r224_in1k,224,10.893,89.107,40.387,59.613,25.58,0.950,bicubic,-83.737,-58.193,-152 -hrnet_w48.ms_in1k,224,10.893,89.107,39.973,60.027,77.47,0.875,bilinear,-83.047,-58.627,-9 -tf_efficientnetv2_b2.in1k,260,10.840,89.160,39.413,60.587,10.10,0.890,bicubic,-83.590,-59.287,-105 -halonet26t.a1h_in1k,256,10.840,89.160,38.627,61.373,12.48,0.950,bicubic,-83.210,-59.903,-31 -regnety_008_tv.tv2_in1k,224,10.827,89.173,40.613,59.387,6.43,0.965,bicubic,-82.863,-57.877,+29 -inception_v3.tf_in1k,299,10.827,89.173,36.507,63.493,23.83,0.875,bicubic,-82.523,-62.043,+83 -nf_regnet_b1.ra2_in1k,256,10.813,89.187,40.413,59.587,10.22,0.900,bicubic,-82.607,-57.807,+68 -mobileone_s4.apple_in1k,224,10.787,89.213,38.453,61.547,14.95,0.900,bilinear,-82.983,-59.797,+18 -dpn107.mx_in1k,224,10.747,89.253,38.040,61.960,86.92,0.875,bicubic,-83.623,-60.600,-101 -resnet50.c2_in1k,224,10.733,89.267,39.000,61.000,25.56,0.950,bicubic,-83.547,-59.660,-83 -resnetv2_50.a1h_in1k,224,10.720,89.280,39.267,60.733,25.55,0.950,bicubic,-83.730,-59.443,-116 -resnet34d.ra2_in1k,288,10.707,89.293,38.987,61.013,21.82,0.950,bicubic,-82.943,-59.523,+26 -convnext_pico_ols.d1_in1k,224,10.693,89.307,40.560,59.440,9.06,0.950,bicubic,-83.347,-57.810,-38 -resnext50_32x4d.ra_in1k,224,10.667,89.333,40.227,59.773,25.03,0.875,bicubic,-83.443,-58.103,-54 -xcit_nano_12_p8_224.fb_dist_in1k,224,10.640,89.360,37.987,62.013,3.05,1.000,bicubic,-81.480,-60.183,+202 -seresnext26d_32x4d.bt_in1k,288,10.627,89.373,40.960,59.040,16.81,0.950,bicubic,-82.813,-57.480,+57 -resnext50d_32x4d.bt_in1k,224,10.533,89.467,39.373,60.627,25.05,0.875,bicubic,-83.687,-59.217,-83 -tf_efficientnet_b2.ap_in1k,260,10.427,89.573,39.720,60.280,9.11,0.890,bicubic,-84.073,-58.920,-131 -repvit_m0_9.dist_450e_in1k,224,10.347,89.653,40.027,59.973,5.49,0.950,bicubic,-83.263,-58.483,+27 -dpn131.mx_in1k,224,10.347,89.653,36.653,63.347,79.25,0.875,bicubic,-83.683,-61.867,-42 -hrnet_w44.ms_in1k,224,10.320,89.680,39.320,60.680,67.06,0.875,bilinear,-83.270,-59.380,+28 -densenetblur121d.ra_in1k,288,10.307,89.693,39.520,60.480,8.00,0.950,bicubic,-82.323,-58.740,+152 -rexnet_130.nav_in1k,224,10.293,89.707,41.467,58.533,7.56,0.875,bicubic,-83.627,-56.933,-27 -convnextv2_femto.fcmae_ft_in1k,224,10.293,89.707,38.533,61.467,5.23,0.875,bicubic,-83.097,-59.957,+59 -xcit_nano_12_p8_224.fb_in1k,224,10.213,89.787,37.173,62.827,3.05,1.000,bicubic,-80.747,-60.587,+254 -resnext101_32x8d.tv_in1k,224,10.133,89.867,37.733,62.267,88.79,0.875,bilinear,-83.677,-60.667,-9 -seresnet50.a2_in1k,224,10.107,89.893,38.413,61.587,28.09,0.950,bicubic,-83.853,-60.217,-35 -resnet101.tv2_in1k,176,10.093,89.907,37.253,62.747,44.55,0.875,bilinear,-83.697,-61.197,-6 -resnetrs50.tf_in1k,224,10.080,89.920,37.267,62.733,35.69,0.910,bicubic,-84.210,-61.373,-105 -regnetx_160.pycls_in1k,224,10.040,89.960,37.773,62.227,54.28,0.875,bicubic,-84.120,-60.967,-82 -regnety_064.pycls_in1k,224,10.027,89.973,38.960,61.040,30.58,0.875,bicubic,-84.133,-59.630,-82 -lambda_resnet26rpt_256.c1_in1k,256,10.027,89.973,37.560,62.440,10.99,0.940,bicubic,-83.703,-60.930,-1 -dpn98.mx_in1k,224,9.987,90.013,35.973,64.027,61.57,0.875,bicubic,-84.173,-62.747,-81 -resnet50.a1_in1k,224,9.973,90.027,38.000,62.000,25.56,0.950,bicubic,-84.437,-60.430,-135 -resnet33ts.ra2_in1k,288,9.960,90.040,39.293,60.707,19.68,1.000,bicubic,-84.200,-59.167,-84 -efficientnet_b1.ft_in1k,256,9.947,90.053,37.307,62.693,7.79,1.000,bicubic,-83.333,-60.933,+63 -legacy_xception.tf_in1k,299,9.933,90.067,37.880,62.120,22.86,0.897,bicubic,-83.537,-60.650,+31 -resnext50_32x4d.a3_in1k,224,9.907,90.093,37.613,62.387,25.03,0.950,bicubic,-83.743,-60.957,+1 -legacy_seresnext50_32x4d.in1k,224,9.893,90.107,38.960,61.040,27.56,0.875,bilinear,-83.837,-59.630,-9 -inception_v3.tv_in1k,299,9.893,90.107,35.040,64.960,23.83,0.875,bicubic,-82.887,-62.910,+113 -efficientnet_b0.ra4_e3600_r224_in1k,224,9.880,90.120,38.120,61.880,5.29,0.900,bicubic,-83.360,-60.250,+61 -resnext50_32x4d.a2_in1k,224,9.840,90.160,37.067,62.933,25.03,0.950,bicubic,-84.210,-61.583,-68 -resnet152.gluon_in1k,224,9.747,90.253,35.920,64.080,60.19,0.875,bicubic,-84.413,-62.690,-89 -tf_efficientnet_b2.aa_in1k,260,9.680,90.320,38.880,61.120,9.11,0.890,bicubic,-84.720,-59.830,-142 -resnet50.c1_in1k,224,9.640,90.360,37.547,62.453,25.56,0.950,bicubic,-84.390,-61.163,-67 -tf_efficientnet_cc_b1_8e.in1k,240,9.613,90.387,36.960,63.040,39.72,0.882,bicubic,-84.307,-61.570,-49 -tf_efficientnet_lite3.in1k,300,9.587,90.413,39.147,60.853,8.20,0.904,bilinear,-84.613,-59.533,-105 -resnet50d.a2_in1k,224,9.560,90.440,37.680,62.320,25.58,0.950,bicubic,-84.540,-60.800,-85 -hgnetv2_b1.ssld_stage2_ft_in1k,224,9.547,90.453,39.613,60.387,6.34,0.965,bicubic,-84.333,-59.037,-46 -fbnetv3_b.ra2_in1k,224,9.493,90.507,38.840,61.160,8.60,0.950,bilinear,-83.807,-59.590,+46 -res2net101_26w_4s.in1k,224,9.427,90.573,34.427,65.573,45.21,0.875,bilinear,-84.323,-63.933,-23 -resnet50.ram_in1k,288,9.413,90.587,35.373,64.627,25.56,0.950,bicubic,-85.107,-63.387,-170 -cspresnet50.ra_in1k,256,9.360,90.640,39.667,60.333,21.62,0.887,bilinear,-84.440,-58.953,-33 -nf_resnet50.ra2_in1k,256,9.320,90.680,40.347,59.653,25.56,0.940,bicubic,-84.830,-58.343,-99 -resnet50.tv2_in1k,176,9.320,90.680,38.787,61.213,25.56,0.875,bilinear,-84.470,-59.603,-34 -resnet50.d_in1k,224,9.280,90.720,35.533,64.467,25.56,0.950,bicubic,-84.780,-62.897,-87 -legacy_seresnet152.in1k,224,9.253,90.747,37.040,62.960,66.82,0.875,bilinear,-84.187,-61.320,+15 -resnet34.a1_in1k,288,9.253,90.747,34.533,65.467,21.80,1.000,bicubic,-83.847,-63.957,+61 -hrnet_w40.ms_in1k,224,9.187,90.813,36.600,63.400,57.56,0.875,bilinear,-84.323,-61.760,+2 -repvit_m0_9.dist_300e_in1k,224,9.173,90.827,38.347,61.653,5.49,0.950,bicubic,-84.257,-60.383,+14 -regnetx_120.pycls_in1k,224,9.093,90.907,36.907,63.093,46.11,0.875,bicubic,-85.147,-61.743,-129 -dpn68b.ra_in1k,224,9.080,90.920,33.707,66.293,12.61,0.950,bicubic,-84.320,-64.793,+18 -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,9.053,90.947,34.160,65.840,5.72,0.900,bicubic,-82.717,-63.780,+182 -resnet32ts.ra2_in1k,288,9.040,90.960,38.107,61.893,17.96,1.000,bicubic,-84.790,-60.553,-53 -resnext50_32x4d.gluon_in1k,224,9.040,90.960,36.213,63.787,25.03,0.875,bicubic,-84.790,-62.197,-51 -regnety_040.pycls_in1k,224,9.013,90.987,37.147,62.853,20.65,0.875,bicubic,-84.867,-61.563,-62 -vit_base_patch16_224.sam_in1k,224,9.013,90.987,36.053,63.947,86.57,0.900,bicubic,-85.137,-62.577,-111 -resnest26d.gluon_in1k,224,9.000,91.000,37.533,62.467,17.07,0.875,bilinear,-84.390,-60.847,+14 -resnet33ts.ra2_in1k,256,8.973,91.027,38.227,61.773,19.68,0.900,bicubic,-84.637,-60.293,-23 -crossvit_tiny_240.in1k,240,8.960,91.040,34.333,65.667,7.01,0.875,bicubic,-81.270,-63.257,+234 -bat_resnext26ts.ch_in1k,256,8.920,91.080,36.000,64.000,10.73,0.900,bicubic,-84.400,-62.350,+23 -mixnet_l.ft_in1k,224,8.867,91.133,36.253,63.747,7.33,0.875,bicubic,-84.553,-62.007,+6 -seresnext26d_32x4d.bt_in1k,224,8.840,91.160,36.467,63.533,16.81,0.875,bicubic,-83.890,-61.793,+90 -gcresnext26ts.ch_in1k,288,8.813,91.187,36.733,63.267,10.48,1.000,bicubic,-84.377,-61.557,+33 -hgnetv2_b0.ssld_stage1_in22k_in1k,288,8.800,91.200,39.160,60.840,6.00,1.000,bicubic,-84.790,-59.350,-27 -efficientvit_m5.r224_in1k,224,8.800,91.200,34.440,65.560,12.47,0.875,bicubic,-83.640,-63.550,+116 -seresnext26t_32x4d.bt_in1k,224,8.787,91.213,36.560,63.440,16.81,0.875,bicubic,-84.053,-61.790,+68 -rexnet_100.nav_in1k,224,8.787,91.213,36.227,63.773,4.80,0.875,bicubic,-84.243,-62.083,+49 -hgnetv2_b1.ssld_stage1_in22k_in1k,224,8.773,91.227,38.293,61.707,6.34,0.965,bicubic,-84.867,-60.097,-39 -resnet50d.a3_in1k,224,8.773,91.227,36.600,63.400,25.58,0.950,bicubic,-84.747,-61.720,-24 -hrnet_w18.ms_aug_in1k,224,8.707,91.293,38.987,61.013,21.30,0.950,bilinear,-84.803,-59.513,-21 -convit_tiny.fb_in1k,224,8.693,91.307,34.080,65.920,5.71,0.875,bicubic,-81.927,-63.660,+213 -mobilenetv3_large_100.miil_in21k_ft_in1k,224,8.693,91.307,32.467,67.533,5.48,0.875,bilinear,-83.557,-65.183,+125 -hrnet_w30.ms_in1k,224,8.667,91.333,37.027,62.973,37.71,0.875,bilinear,-84.533,-61.383,+22 -resnet50.bt_in1k,288,8.640,91.360,38.413,61.587,25.56,0.950,bicubic,-85.670,-60.227,-170 -levit_128s.fb_dist_in1k,224,8.627,91.373,32.827,67.173,7.78,0.900,bicubic,-83.313,-65.303,+147 -levit_conv_128s.fb_dist_in1k,224,8.627,91.373,32.827,67.173,7.78,0.900,bicubic,-83.313,-65.243,+149 -resnet50.a1h_in1k,176,8.613,91.387,35.533,64.467,25.56,0.900,bicubic,-84.957,-62.977,-35 -ghostnetv2_160.in1k,224,8.587,91.413,36.533,63.467,12.39,0.875,bicubic,-84.423,-61.697,+41 -gcresnext26ts.ch_in1k,256,8.587,91.413,35.533,64.467,10.48,0.900,bicubic,-84.173,-62.697,+67 -hgnetv2_b0.ssld_stage2_ft_in1k,288,8.573,91.427,39.133,60.867,6.00,1.000,bicubic,-85.247,-59.227,-77 -repvit_m1.dist_in1k,224,8.547,91.453,36.800,63.200,5.49,0.950,bicubic,-84.773,-61.620,-1 -eca_resnext26ts.ch_in1k,288,8.547,91.453,36.427,63.573,10.30,1.000,bicubic,-84.553,-61.873,+25 -efficientnet_b1.ft_in1k,224,8.547,91.453,34.147,65.853,7.79,0.875,bicubic,-83.883,-64.133,+102 -resnet32ts.ra2_in1k,256,8.480,91.520,36.933,63.067,17.96,0.900,bicubic,-85.030,-61.667,-32 -dla169.in1k,224,8.453,91.547,35.960,64.040,53.39,0.875,bilinear,-84.877,-62.550,-7 -mixer_b16_224.goog_in21k_ft_in1k,224,8.427,91.573,29.267,70.733,59.88,0.875,bicubic,-83.433,-67.933,+144 -tf_efficientnet_b2.in1k,260,8.413,91.587,36.320,63.680,9.11,0.890,bicubic,-85.717,-62.130,-139 -convnext_atto_ols.a2_in1k,288,8.400,91.600,34.787,65.213,3.70,0.950,bicubic,-84.690,-63.503,+21 -tf_efficientnet_b1.ap_in1k,240,8.387,91.613,35.147,64.853,7.79,0.882,bicubic,-85.333,-63.213,-67 -resnetblur50.bt_in1k,224,8.360,91.640,37.440,62.560,25.56,0.875,bicubic,-85.620,-60.910,-112 -repvgg_b2.rvgg_in1k,224,8.280,91.720,36.027,63.973,89.02,0.875,bilinear,-85.220,-62.473,-37 -legacy_seresnet101.in1k,224,8.240,91.760,35.707,64.293,49.33,0.875,bilinear,-85.070,-62.773,-8 -crossvit_9_240.in1k,240,8.240,91.760,34.120,65.880,8.55,0.875,bicubic,-82.420,-63.580,+186 -ese_vovnet19b_dw.ra_in1k,288,8.213,91.787,37.160,62.840,6.54,0.950,bicubic,-84.957,-61.110,+4 -resnet50.b1k_in1k,224,8.213,91.787,35.133,64.867,25.56,0.950,bicubic,-85.817,-63.487,-126 -dla102x.in1k,224,8.173,91.827,36.760,63.240,26.31,0.875,bilinear,-85.327,-61.980,-41 -eca_resnext26ts.ch_in1k,256,8.120,91.880,35.733,64.267,10.30,0.900,bicubic,-84.510,-62.507,+65 -resmlp_12_224.fb_distilled_in1k,224,8.107,91.893,36.627,63.373,15.35,0.875,bicubic,-84.713,-61.503,+41 -cs3darknet_m.c2ns_in1k,288,7.947,92.053,36.240,63.760,9.31,0.950,bicubic,-85.403,-61.820,-24 -hrnet_w32.ms_in1k,224,7.933,92.067,37.253,62.747,41.23,0.875,bilinear,-85.587,-61.207,-54 -seresnext26ts.ch_in1k,288,7.920,92.080,35.973,64.027,10.39,1.000,bicubic,-85.060,-62.227,+20 -resnet50.b2k_in1k,224,7.907,92.093,35.320,64.680,25.56,0.950,bicubic,-86.183,-63.130,-148 -poolformerv2_s12.sail_in1k,224,7.893,92.107,34.467,65.533,11.89,1.000,bicubic,-85.067,-63.893,+22 -resnet101c.gluon_in1k,224,7.880,92.120,32.920,67.080,44.57,0.875,bicubic,-85.800,-65.520,-79 -repghostnet_200.in1k,224,7.853,92.147,36.747,63.253,9.80,0.875,bicubic,-85.657,-61.813,-54 -resnet26t.ra2_in1k,320,7.853,92.147,36.320,63.680,16.01,1.000,bicubic,-85.327,-62.180,-9 -vit_base_patch32_224.augreg_in1k,224,7.840,92.160,30.293,69.707,88.22,0.900,bicubic,-83.360,-67.087,+148 -resnet50d.gluon_in1k,224,7.813,92.187,34.760,65.240,25.58,0.875,bicubic,-85.977,-63.740,-97 -res2net50_26w_8s.in1k,224,7.813,92.187,33.053,66.947,48.40,0.875,bilinear,-85.587,-65.127,-38 -efficientformerv2_s0.snap_dist_in1k,224,7.800,92.200,32.947,67.053,3.60,0.950,bicubic,-84.170,-64.943,+108 -dla60_res2next.in1k,224,7.787,92.213,34.667,65.333,17.03,0.875,bilinear,-85.393,-63.743,-13 -mobilevitv2_075.cvnets_in1k,256,7.773,92.227,33.400,66.600,2.87,0.888,bicubic,-83.977,-64.460,+124 -convnext_femto_ols.d1_in1k,224,7.747,92.253,36.453,63.547,5.23,0.875,bicubic,-85.323,-61.827,-2 -fastvit_t8.apple_dist_in1k,256,7.747,92.253,34.427,65.573,4.03,0.900,bicubic,-84.793,-63.603,+60 -tf_efficientnetv2_b1.in1k,240,7.733,92.267,34.333,65.667,8.14,0.882,bicubic,-86.227,-64.057,-135 -deit_tiny_distilled_patch16_224.fb_in1k,224,7.720,92.280,33.507,66.493,5.91,0.900,bicubic,-83.040,-64.063,+161 -regnety_032.pycls_in1k,224,7.693,92.307,34.040,65.960,19.44,0.875,bicubic,-85.747,-64.310,-58 -mobilevit_xs.cvnets_in1k,256,7.667,92.333,32.440,67.560,2.32,0.900,bicubic,-83.183,-65.500,+155 -densenetblur121d.ra_in1k,224,7.653,92.347,34.347,65.653,8.00,0.875,bicubic,-84.277,-63.633,+106 -convnextv2_atto.fcmae_ft_in1k,288,7.640,92.360,32.680,67.320,3.71,0.950,bicubic,-85.330,-65.460,+4 -convnext_atto.d2_in1k,288,7.547,92.453,34.773,65.227,3.70,0.950,bicubic,-85.223,-63.277,+24 -tf_efficientnetv2_b2.in1k,208,7.547,92.453,32.973,67.027,10.10,0.890,bicubic,-86.273,-65.787,-117 -resnext50_32x4d.tv2_in1k,176,7.533,92.467,33.680,66.320,25.03,0.875,bilinear,-86.087,-64.620,-89 -dla60_res2net.in1k,224,7.507,92.493,34.587,65.413,20.85,0.875,bilinear,-85.643,-63.823,-24 -resnet50.a2_in1k,224,7.507,92.493,33.240,66.760,25.56,0.950,bicubic,-86.343,-65.100,-127 -resnet152.a3_in1k,160,7.400,92.600,31.573,68.427,60.19,0.950,bicubic,-86.230,-67.027,-93 -regnetx_064.pycls_in1k,224,7.387,92.613,34.320,65.680,26.21,0.875,bicubic,-86.513,-64.310,-137 -hardcorenas_e.miil_green_in1k,224,7.373,92.627,33.360,66.640,8.07,0.875,bilinear,-85.197,-64.770,+41 -resnet50.ra_in1k,224,7.320,92.680,34.867,65.133,25.56,0.875,bicubic,-86.030,-63.753,-54 -wide_resnet101_2.tv_in1k,224,7.320,92.680,33.733,66.267,126.89,0.875,bilinear,-86.440,-64.787,-115 -resnet34.a2_in1k,288,7.320,92.680,31.800,68.200,21.80,1.000,bicubic,-85.430,-66.450,+21 -efficientnet_b1_pruned.in1k,240,7.267,92.733,34.373,65.627,6.33,0.882,bicubic,-85.523,-63.677,+9 -regnetx_008.tv2_in1k,224,7.227,92.773,34.173,65.827,7.26,0.965,bicubic,-85.363,-64.007,+32 -efficientnet_b0.ra_in1k,224,7.227,92.773,33.933,66.067,5.29,0.875,bicubic,-85.443,-64.547,+26 -resnet101.gluon_in1k,224,7.213,92.787,32.720,67.280,44.55,0.875,bicubic,-86.517,-65.680,-114 -deit_tiny_patch16_224.fb_in1k,224,7.213,92.787,30.627,69.373,5.72,0.900,bicubic,-82.477,-66.873,+170 -densenet121.ra_in1k,288,7.200,92.800,35.307,64.693,7.98,0.950,bicubic,-85.350,-62.883,+34 -tf_efficientnet_cc_b0_8e.in1k,224,7.187,92.813,31.973,68.027,24.01,0.875,bicubic,-85.643,-66.277,-2 -tf_efficientnet_b1.aa_in1k,240,7.160,92.840,33.027,66.973,7.79,0.882,bicubic,-86.350,-65.503,-86 -resnet50s.gluon_in1k,224,7.120,92.880,33.133,66.867,25.68,0.875,bicubic,-86.550,-65.327,-114 -edgenext_x_small.in1k,288,7.107,92.893,30.587,69.413,2.34,1.000,bicubic,-84.633,-67.003,+96 -tf_mixnet_l.in1k,224,7.080,92.920,31.573,68.427,7.33,0.875,bicubic,-86.210,-66.457,-55 -resmlp_12_224.fb_in1k,224,7.067,92.933,33.867,66.133,15.35,0.875,bicubic,-85.143,-64.283,+56 -convmixer_1024_20_ks9_p14.in1k,224,7.013,92.987,32.720,67.280,24.38,0.960,bicubic,-85.417,-65.100,+38 -seresnext26ts.ch_in1k,256,6.987,93.013,34.693,65.307,10.39,0.900,bicubic,-85.733,-63.487,+8 -hardcorenas_f.miil_green_in1k,224,6.973,93.027,33.947,66.053,8.20,0.875,bilinear,-85.997,-64.113,-23 -cs3darknet_focus_m.c2ns_in1k,288,6.960,93.040,34.387,65.613,9.30,0.950,bicubic,-86.030,-63.973,-27 -pit_ti_distilled_224.in1k,224,6.933,93.067,30.800,69.200,5.10,0.900,bicubic,-83.837,-66.850,+128 -hgnetv2_b0.ssld_stage1_in22k_in1k,224,6.827,93.173,33.587,66.413,6.00,0.965,bicubic,-85.643,-64.833,+29 -fastvit_t8.apple_in1k,256,6.800,93.200,33.453,66.547,4.03,0.900,bicubic,-85.360,-64.567,+53 -convnext_femto.d1_in1k,224,6.787,93.213,35.093,64.907,5.22,0.875,bicubic,-86.143,-63.157,-23 -convnextv2_atto.fcmae_ft_in1k,224,6.773,93.227,30.827,69.173,3.71,0.875,bicubic,-85.357,-66.923,+53 -mixnet_m.ft_in1k,224,6.707,93.293,32.040,67.960,5.01,0.875,bicubic,-85.713,-65.830,+31 -selecsls60b.in1k,224,6.653,93.347,33.053,66.947,32.77,0.875,bicubic,-86.677,-65.327,-76 -tinynet_a.in1k,192,6.653,93.347,32.707,67.293,6.19,0.875,bicubic,-85.827,-65.333,+22 -dpn68b.mx_in1k,224,6.653,93.347,32.600,67.400,12.61,0.875,bicubic,-86.167,-65.840,-18 -ghostnetv2_130.in1k,224,6.653,93.347,32.600,67.400,8.96,0.875,bicubic,-85.667,-65.470,+36 -efficientnet_es.ra_in1k,224,6.627,93.373,34.333,65.667,5.44,0.875,bicubic,-86.573,-64.077,-64 -ese_vovnet19b_dw.ra_in1k,224,6.613,93.387,33.173,66.827,6.54,0.875,bicubic,-85.667,-64.817,+35 -mobileone_s3.apple_in1k,224,6.600,93.400,32.000,68.000,10.17,0.900,bilinear,-86.310,-66.180,-30 -poolformer_s12.sail_in1k,224,6.560,93.440,34.227,65.773,11.92,0.900,bicubic,-86.090,-63.953,-1 -res2net50_26w_6s.in1k,224,6.547,93.453,31.493,68.507,37.05,0.875,bilinear,-86.873,-67.107,-96 -hardcorenas_d.miil_green_in1k,224,6.533,93.467,32.133,67.867,7.50,0.875,bilinear,-85.927,-65.897,+16 -legacy_seresnext26_32x4d.in1k,224,6.520,93.480,33.027,66.973,16.79,0.875,bicubic,-86.120,-65.083,-3 -dla60x.in1k,224,6.453,93.547,33.973,66.027,17.35,0.875,bilinear,-86.647,-64.457,-59 -tf_efficientnet_b1.in1k,240,6.440,93.560,32.133,67.867,7.79,0.882,bicubic,-86.650,-66.337,-56 -cs3darknet_m.c2ns_in1k,256,6.427,93.573,33.467,66.533,9.31,0.887,bicubic,-86.243,-64.613,-10 -repghostnet_150.in1k,224,6.427,93.573,32.133,67.867,6.58,0.875,bicubic,-85.943,-66.177,+22 -skresnet34.ra_in1k,224,6.413,93.587,31.493,68.507,22.28,0.875,bicubic,-85.967,-66.647,+18 -regnetx_080.pycls_in1k,224,6.400,93.600,32.307,67.693,39.57,0.875,bicubic,-87.450,-66.213,-173 -resnet34d.ra2_in1k,224,6.373,93.627,31.640,68.360,21.82,0.875,bicubic,-86.357,-66.530,-20 -hgnetv2_b0.ssld_stage2_ft_in1k,224,6.360,93.640,33.253,66.747,6.00,0.965,bicubic,-86.460,-64.897,-35 -regnety_004.tv2_in1k,224,6.347,93.653,30.413,69.587,4.34,0.965,bicubic,-85.273,-67.667,+69 -resnet50.a3_in1k,224,6.333,93.667,31.547,68.453,25.56,0.950,bicubic,-86.437,-66.623,-30 -repvgg_b1.rvgg_in1k,224,6.320,93.680,33.613,66.387,57.42,0.875,bilinear,-87.010,-64.657,-96 -ecaresnet50t.a3_in1k,160,6.280,93.720,30.360,69.640,25.57,0.950,bicubic,-86.790,-68.040,-63 -resnet18.fb_swsl_ig1b_ft_in1k,224,6.227,93.773,31.280,68.720,11.69,0.875,bilinear,-84.433,-66.460,+103 -resnet101.a3_in1k,160,6.200,93.800,28.880,71.120,44.55,0.950,bicubic,-86.840,-69.270,-64 -edgenext_x_small.in1k,256,6.160,93.840,29.627,70.373,2.34,0.900,bicubic,-84.980,-67.923,+82 -resnet26d.bt_in1k,288,6.147,93.853,32.853,67.147,16.01,0.950,bicubic,-86.343,-65.367,-5 -pit_ti_224.in1k,224,6.093,93.907,30.040,69.960,4.85,0.900,bicubic,-83.857,-67.400,+118 -legacy_seresnet50.in1k,224,6.067,93.933,32.387,67.613,28.09,0.875,bilinear,-86.913,-66.023,-60 -resnet152.tv_in1k,224,6.053,93.947,31.467,68.533,60.19,0.875,bilinear,-87.277,-67.133,-103 -tf_efficientnet_cc_b0_4e.in1k,224,6.013,93.987,29.520,70.480,13.31,0.875,bicubic,-86.617,-68.570,-20 -resnet26t.ra2_in1k,256,5.960,94.040,31.720,68.280,16.01,0.940,bicubic,-86.790,-66.270,-37 -mobilenetv1_125.ra4_e3600_r224_in1k,256,5.960,94.040,30.400,69.600,6.27,1.000,bicubic,-86.720,-67.820,-28 -mixer_l16_224.goog_in21k_ft_in1k,224,5.920,94.080,18.200,81.800,208.20,0.875,bicubic,-81.260,-75.320,+156 -tf_efficientnetv2_b0.in1k,224,5.907,94.093,30.787,69.213,7.14,0.875,bicubic,-87.223,-67.573,-84 -wide_resnet50_2.tv_in1k,224,5.880,94.120,31.867,68.133,68.88,0.875,bilinear,-87.330,-66.453,-96 -dla102.in1k,224,5.853,94.147,32.733,67.267,33.27,0.875,bilinear,-87.227,-65.807,-79 -resnet50.ram_in1k,224,5.800,94.200,29.080,70.920,25.56,0.875,bicubic,-88.010,-69.500,-183 -regnetx_040.pycls_in1k,224,5.787,94.213,31.213,68.787,22.12,0.875,bicubic,-87.763,-67.357,-149 -resnetrs50.tf_in1k,160,5.787,94.213,27.653,72.347,35.69,0.910,bicubic,-87.143,-70.607,-63 -convnext_atto_ols.a2_in1k,224,5.760,94.240,29.453,70.547,3.70,0.875,bicubic,-86.170,-68.647,+32 -selecsls60.in1k,224,5.747,94.253,32.347,67.653,30.67,0.875,bicubic,-87.283,-65.843,-80 -resnet50.bt_in1k,224,5.680,94.320,31.893,68.107,25.56,0.875,bicubic,-87.580,-66.377,-107 -regnety_016.pycls_in1k,224,5.600,94.400,30.493,69.507,11.20,0.875,bicubic,-87.540,-67.847,-95 -hardcorenas_c.miil_green_in1k,224,5.600,94.400,30.133,69.867,5.52,0.875,bilinear,-86.440,-67.707,+16 -hrnet_w18_small_v2.gluon_in1k,224,5.587,94.413,31.853,68.147,15.60,0.875,bicubic,-87.183,-66.557,-56 -res2next50.in1k,224,5.533,94.467,30.640,69.360,24.67,0.875,bilinear,-87.367,-67.500,-69 -resnext50_32x4d.a3_in1k,160,5.520,94.480,27.853,72.147,25.03,0.950,bicubic,-87.170,-70.137,-46 -seresnet50.a3_in1k,224,5.507,94.493,30.213,69.787,28.09,0.950,bicubic,-86.593,-67.827,+6 -cs3darknet_focus_m.c2ns_in1k,256,5.467,94.533,31.867,68.133,9.30,0.887,bicubic,-86.913,-66.513,-17 -resnet34.a1_in1k,224,5.467,94.533,27.600,72.400,21.80,0.950,bicubic,-86.643,-70.180,+3 -ghostnetv2_100.in1k,224,5.453,94.547,28.827,71.173,6.16,0.875,bicubic,-85.407,-68.873,+67 -hrnet_w18.ms_in1k,224,5.427,94.573,30.827,69.173,21.30,0.875,bilinear,-86.943,-67.233,-18 -tf_efficientnet_lite2.in1k,260,5.373,94.627,30.987,69.013,6.09,0.890,bicubic,-87.307,-67.253,-51 -resnest14d.gluon_in1k,224,5.333,94.667,28.560,71.440,10.61,0.875,bilinear,-86.387,-69.610,+32 -tf_efficientnet_b0.ap_in1k,224,5.307,94.693,28.853,71.147,5.29,0.875,bicubic,-86.953,-69.167,-13 -resnext26ts.ra2_in1k,288,5.293,94.707,29.400,70.600,10.30,1.000,bicubic,-86.867,-68.490,-8 -efficientvit_m4.r224_in1k,224,5.280,94.720,27.773,72.227,8.80,0.875,bicubic,-85.320,-69.817,+74 -tf_efficientnetv2_b1.in1k,192,5.267,94.733,28.320,71.680,8.14,0.882,bicubic,-87.873,-70.070,-109 -gernet_s.idstcv_in1k,224,5.253,94.747,30.013,69.987,8.17,0.875,bilinear,-86.897,-68.197,-9 -tf_efficientnet_em.in1k,240,5.213,94.787,30.653,69.347,6.90,0.882,bicubic,-87.737,-67.557,-88 -resnet34.bt_in1k,288,5.200,94.800,29.307,70.693,21.80,0.950,bicubic,-87.210,-68.843,-31 -xcit_nano_12_p16_224.fb_dist_in1k,224,5.200,94.800,26.693,73.307,3.05,1.000,bicubic,-84.460,-70.397,+94 -tf_efficientnet_b0.aa_in1k,224,5.187,94.813,29.053,70.947,5.29,0.875,bicubic,-87.093,-69.047,-22 -efficientvit_m3.r224_in1k,224,5.187,94.813,27.453,72.547,6.90,0.875,bicubic,-84.693,-70.087,+85 -densenet121.ra_in1k,224,5.173,94.827,29.533,70.467,7.98,0.875,bicubic,-86.447,-68.377,+22 -repvgg_b1g4.rvgg_in1k,224,5.147,94.853,30.467,69.533,39.97,0.875,bilinear,-87.863,-67.943,-102 -convnext_atto.d2_in1k,224,5.120,94.880,28.880,71.120,3.70,0.875,bicubic,-86.650,-69.160,+14 -mobilenetv1_100h.ra4_e3600_r224_in1k,256,5.093,94.907,28.480,71.520,5.28,0.950,bicubic,-87.137,-69.520,-24 -res2net50_26w_4s.in1k,224,5.067,94.933,29.040,70.960,25.70,0.875,bilinear,-87.463,-69.030,-50 -mobilenetv3_large_100.ra_in1k,224,5.067,94.933,28.053,71.947,5.48,0.875,bicubic,-86.273,-69.647,+28 -tf_mixnet_m.in1k,224,5.040,94.960,28.320,71.680,5.01,0.875,bicubic,-87.300,-69.560,-35 -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,4.973,95.027,26.813,73.187,6.34,0.900,bicubic,-84.257,-70.407,+89 -hardcorenas_a.miil_green_in1k,224,4.960,95.040,27.947,72.053,5.26,0.875,bilinear,-86.400,-69.893,+21 -mixnet_s.ft_in1k,224,4.920,95.080,28.840,71.160,4.13,0.875,bicubic,-87.030,-68.840,-8 -mobilenetv1_125.ra4_e3600_r224_in1k,224,4.920,95.080,28.053,71.947,6.27,0.900,bicubic,-87.030,-69.977,-10 -regnetx_004_tv.tv2_in1k,224,4.920,95.080,27.467,72.533,5.50,0.965,bicubic,-85.710,-70.133,+55 -res2net50_14w_8s.in1k,224,4.893,95.107,28.347,71.653,25.06,0.875,bilinear,-87.827,-69.953,-77 -regnetx_032.pycls_in1k,224,4.880,95.120,29.907,70.093,15.30,0.875,bicubic,-88.260,-68.193,-131 -repghostnet_130.in1k,224,4.840,95.160,29.480,70.520,5.48,0.875,bicubic,-87.040,-68.450,-4 -tf_efficientnetv2_b0.in1k,192,4.827,95.173,26.613,73.387,7.14,0.875,bicubic,-87.463,-71.587,-41 -mobilenetv3_rw.rmsp_in1k,224,4.813,95.187,29.520,70.480,5.48,0.875,bicubic,-86.507,-68.110,+17 -hardcorenas_b.miil_green_in1k,224,4.813,95.187,27.760,72.240,5.18,0.875,bilinear,-87.027,-70.170,-4 -resnet50c.gluon_in1k,224,4.800,95.200,27.760,72.240,25.58,0.875,bicubic,-88.220,-70.600,-120 -xcit_nano_12_p16_224.fb_in1k,224,4.800,95.200,25.253,74.747,3.05,1.000,bicubic,-83.800,-71.577,+89 -resnext26ts.ra2_in1k,256,4.693,95.307,28.800,71.200,10.30,0.900,bicubic,-87.147,-68.970,-9 -mobilenetv4_conv_small.e2400_r224_in1k,256,4.693,95.307,26.987,73.013,3.77,0.950,bicubic,-86.327,-70.683,+25 -resnext50_32x4d.tv_in1k,224,4.680,95.320,29.840,70.160,25.03,0.875,bilinear,-88.070,-68.420,-93 -selecsls42b.in1k,224,4.667,95.333,28.373,71.627,32.46,0.875,bicubic,-87.633,-69.767,-50 -densenet161.tv_in1k,224,4.627,95.373,29.453,70.547,28.68,0.875,bicubic,-87.953,-68.837,-76 -mobilenetv1_100.ra4_e3600_r224_in1k,256,4.600,95.400,27.067,72.933,4.23,0.950,bicubic,-87.490,-70.753,-34 -resnet101.tv_in1k,224,4.560,95.440,29.013,70.987,44.55,0.875,bilinear,-88.250,-69.217,-105 -mobileone_s2.apple_in1k,224,4.480,95.520,28.867,71.133,7.88,0.900,bilinear,-88.350,-69.303,-112 -tf_efficientnet_lite1.in1k,240,4.480,95.520,28.320,71.680,5.42,0.882,bicubic,-88.120,-69.720,-81 -mobilenetv2_120d.ra_in1k,224,4.467,95.533,29.107,70.893,5.83,0.875,bicubic,-88.013,-68.973,-71 -tf_efficientnet_b0.in1k,224,4.413,95.587,26.760,73.240,5.29,0.875,bicubic,-87.677,-71.160,-40 -resnet34.a2_in1k,224,4.387,95.613,24.400,75.600,21.80,0.950,bicubic,-87.343,-73.370,-12 -resnet50d.a3_in1k,160,4.373,95.627,26.160,73.840,25.58,0.950,bicubic,-88.067,-71.890,-71 -pvt_v2_b0.in1k,224,4.347,95.653,25.707,74.293,3.67,0.900,bicubic,-84.433,-71.163,+73 -vit_base_patch32_224.sam_in1k,224,4.307,95.693,24.307,75.693,88.22,0.900,bicubic,-85.443,-72.673,+51 -tinynet_b.in1k,188,4.253,95.747,26.800,73.200,3.73,0.875,bicubic,-86.657,-70.870,+16 -mobilenetv4_conv_small.e1200_r224_in1k,256,4.240,95.760,26.133,73.867,3.77,0.950,bicubic,-86.400,-71.377,+27 -mobilenetv1_100h.ra4_e3600_r224_in1k,224,4.227,95.773,25.760,74.240,5.28,0.875,bicubic,-87.153,-72.050,-9 -repghostnet_111.in1k,224,4.213,95.787,26.307,73.693,4.54,0.875,bicubic,-86.537,-71.153,+21 -fbnetc_100.rmsp_in1k,224,4.213,95.787,25.880,74.120,5.57,0.875,bilinear,-86.567,-71.340,+16 -edgenext_xx_small.in1k,288,4.187,95.813,23.880,76.120,1.33,1.000,bicubic,-84.683,-72.800,+64 -mobilenetv1_100.ra4_e3600_r224_in1k,224,4.173,95.827,25.160,74.840,4.23,0.875,bicubic,-87.007,-72.610,-3 -resnet50.am_in1k,224,4.133,95.867,28.360,71.640,25.56,0.875,bicubic,-89.857,-70.160,-284 -efficientnet_es_pruned.in1k,224,4.120,95.880,26.800,73.200,5.44,0.875,bicubic,-87.070,-70.940,-6 -resnet50.gluon_in1k,224,4.053,95.947,26.800,73.200,25.56,0.875,bicubic,-88.497,-71.410,-91 -resnet26d.bt_in1k,224,4.040,95.960,28.360,71.640,16.01,0.875,bicubic,-88.010,-69.600,-51 -densenet201.tv_in1k,224,3.987,96.013,27.267,72.733,20.01,0.875,bicubic,-88.773,-71.013,-118 -tf_mixnet_s.in1k,224,3.947,96.053,25.280,74.720,4.13,0.875,bicubic,-87.573,-72.310,-23 -semnasnet_100.rmsp_in1k,224,3.933,96.067,26.880,73.120,3.89,0.875,bicubic,-87.427,-70.660,-18 -mobilevitv2_050.cvnets_in1k,256,3.933,96.067,23.667,76.333,1.37,0.888,bicubic,-84.317,-73.303,+68 -resnet26.bt_in1k,288,3.907,96.093,28.133,71.867,16.00,0.950,bicubic,-88.123,-70.067,-55 -dpn68.mx_in1k,224,3.907,96.093,25.587,74.413,12.61,0.875,bicubic,-88.083,-72.423,-53 -repvgg_a2.rvgg_in1k,224,3.853,96.147,27.307,72.693,28.21,0.875,bilinear,-88.087,-70.763,-49 -tf_efficientnet_es.in1k,224,3.840,96.160,26.093,73.907,5.44,0.875,bicubic,-88.140,-71.767,-55 -semnasnet_075.rmsp_in1k,224,3.813,96.187,26.600,73.400,2.91,0.875,bicubic,-86.277,-70.810,+22 -resnet18.a1_in1k,288,3.813,96.187,23.000,77.000,11.69,1.000,bicubic,-85.907,-74.100,+32 -mobilevit_xxs.cvnets_in1k,256,3.800,96.200,22.133,77.867,1.27,0.900,bicubic,-83.360,-73.967,+69 -edgenext_xx_small.in1k,256,3.760,96.240,23.480,76.520,1.33,0.900,bicubic,-84.610,-73.220,+56 -regnety_008.pycls_in1k,224,3.747,96.253,26.867,73.133,6.26,0.875,bicubic,-87.973,-71.003,-40 -resnet18d.ra2_in1k,288,3.747,96.253,25.760,74.240,11.71,0.950,bicubic,-86.563,-71.800,+14 -resnet18.fb_ssl_yfcc100m_ft_in1k,224,3.747,96.253,25.293,74.707,11.69,0.875,bilinear,-86.503,-72.267,+14 -densenet169.tv_in1k,224,3.720,96.280,25.573,74.427,14.15,0.875,bicubic,-88.240,-72.517,-62 -mobilenetv4_conv_small.e1200_r224_in1k,224,3.720,96.280,24.467,75.533,3.77,0.875,bicubic,-86.200,-72.703,+21 -mobilenetv2_140.ra_in1k,224,3.653,96.347,26.467,73.533,6.11,0.875,bicubic,-88.177,-71.413,-51 -tf_mobilenetv3_large_100.in1k,224,3.653,96.347,24.987,75.013,5.48,0.875,bilinear,-87.567,-72.673,-30 -mobilenetv4_conv_small.e2400_r224_in1k,224,3.653,96.347,24.413,75.587,3.77,0.875,bicubic,-86.417,-72.867,+16 -dla60.in1k,224,3.640,96.360,28.013,71.987,22.04,0.875,bilinear,-88.560,-70.087,-85 -res2net50_48w_2s.in1k,224,3.600,96.400,26.187,73.813,25.29,0.875,bilinear,-88.960,-71.883,-116 -efficientvit_m2.r224_in1k,224,3.560,96.440,21.627,78.373,4.19,0.875,bicubic,-84.900,-75.283,+42 -efficientnet_lite0.ra_in1k,224,3.547,96.453,26.320,73.680,4.65,0.875,bicubic,-87.593,-71.320,-29 -repghostnet_100.in1k,224,3.547,96.453,24.293,75.707,4.07,0.875,bicubic,-86.773,-73.197,+1 -regnetx_016.pycls_in1k,224,3.533,96.467,26.347,73.653,9.19,0.875,bicubic,-88.647,-71.853,-92 -regnety_006.pycls_in1k,224,3.533,96.467,25.107,74.893,6.06,0.875,bicubic,-87.907,-72.653,-48 -spnasnet_100.rmsp_in1k,224,3.533,96.467,24.387,75.613,4.42,0.875,bilinear,-86.787,-72.803,0 -seresnet50.a3_in1k,160,3.533,96.467,22.627,77.373,28.09,0.950,bicubic,-87.467,-74.933,-25 -ghostnet_100.in1k,224,3.400,96.600,25.187,74.813,5.18,0.875,bicubic,-86.800,-72.063,-1 -resnet34.a3_in1k,224,3.400,96.600,23.240,76.760,21.80,0.950,bicubic,-86.520,-74.000,+8 -resnet50.a3_in1k,160,3.373,96.627,23.600,76.400,25.56,0.950,bicubic,-88.057,-74.030,-51 -legacy_seresnet34.in1k,224,3.320,96.680,23.707,76.293,21.96,0.875,bilinear,-87.600,-73.863,-28 -resnet18.a2_in1k,288,3.307,96.693,22.253,77.747,11.69,1.000,bicubic,-86.273,-74.697,+13 -resnet34.bt_in1k,224,3.253,96.747,24.413,75.587,21.80,0.875,bicubic,-87.917,-73.157,-40 -dla34.in1k,224,3.240,96.760,23.667,76.333,15.74,0.875,bilinear,-87.530,-73.983,-25 -efficientvit_b0.r224_in1k,224,3.227,96.773,19.427,80.573,3.41,0.950,bicubic,-84.753,-76.653,+36 -tinynet_c.in1k,184,3.213,96.787,21.413,78.587,2.46,0.875,bicubic,-84.577,-74.957,+37 -mobilenetv2_110d.ra_in1k,224,3.133,96.867,24.787,75.213,4.52,0.875,bicubic,-87.867,-72.623,-38 -mnasnet_100.rmsp_in1k,224,3.133,96.867,24.307,75.693,4.38,0.875,bicubic,-87.517,-73.203,-23 -regnety_004.pycls_in1k,224,3.080,96.920,22.573,77.427,4.34,0.875,bicubic,-87.430,-75.007,-18 -tf_efficientnet_lite0.in1k,224,3.067,96.933,22.733,77.267,4.65,0.875,bicubic,-88.033,-74.977,-43 -mobileone_s1.apple_in1k,224,3.040,96.960,25.027,74.973,4.83,0.900,bilinear,-88.320,-72.743,-58 -skresnet18.ra_in1k,224,3.027,96.973,22.680,77.320,11.96,0.875,bicubic,-86.633,-74.550,-2 -repghostnet_080.in1k,224,3.027,96.973,22.627,77.373,3.28,0.875,bicubic,-85.943,-74.143,+11 -efficientvit_m1.r224_in1k,224,2.907,97.093,19.573,80.427,2.98,0.875,bicubic,-83.903,-76.427,+36 -tf_mobilenetv3_large_075.in1k,224,2.893,97.107,21.707,78.293,3.99,0.875,bilinear,-86.767,-75.533,-3 -vgg19_bn.tv_in1k,224,2.840,97.160,23.467,76.533,143.68,0.875,bilinear,-87.280,-74.113,-17 -tinynet_d.in1k,152,2.787,97.213,17.773,82.227,2.34,0.875,bicubic,-82.043,-77.447,+44 -regnetx_008.pycls_in1k,224,2.733,97.267,22.387,77.613,7.26,0.875,bicubic,-88.367,-75.153,-52 -resnet14t.c3_in1k,224,2.720,97.280,19.827,80.173,10.08,0.950,bicubic,-86.280,-76.873,+3 -lcnet_100.ra2_in1k,224,2.653,97.347,20.467,79.533,2.95,0.875,bicubic,-86.107,-76.243,+10 -resnet34.gluon_in1k,224,2.640,97.360,21.533,78.467,21.80,0.875,bicubic,-88.330,-76.117,-50 -hrnet_w18_small_v2.ms_in1k,224,2.627,97.373,23.533,76.467,15.60,0.875,bilinear,-88.583,-74.367,-64 -repvgg_b0.rvgg_in1k,224,2.600,97.400,23.907,76.093,15.82,0.875,bilinear,-88.810,-74.073,-74 -hrnet_w18_small.gluon_in1k,224,2.600,97.400,20.520,79.480,13.19,0.875,bicubic,-86.880,-76.530,-7 -vgg16.tv_in1k,224,2.573,97.427,19.960,80.040,138.36,0.875,bilinear,-85.977,-76.830,+7 -vgg16_bn.tv_in1k,224,2.560,97.440,23.587,76.413,138.37,0.875,bilinear,-87.530,-73.783,-25 -resnet18d.ra2_in1k,224,2.480,97.520,21.547,78.453,11.71,0.875,bicubic,-86.850,-75.633,-10 -densenet121.tv_in1k,224,2.467,97.533,22.533,77.467,7.98,0.875,bicubic,-88.433,-75.197,-55 -regnetx_006.pycls_in1k,224,2.467,97.533,20.640,79.360,6.20,0.875,bicubic,-87.903,-76.780,-36 -legacy_seresnet18.in1k,224,2.467,97.533,19.880,80.120,11.78,0.875,bicubic,-86.423,-77.090,-3 -resnet18.a1_in1k,224,2.440,97.560,18.467,81.533,11.69,0.950,bicubic,-86.000,-78.183,+3 -resnet26.bt_in1k,224,2.400,97.600,22.840,77.160,16.00,0.875,bicubic,-88.780,-74.960,-70 -lcnet_075.ra2_in1k,224,2.280,97.720,17.133,82.867,2.36,0.875,bicubic,-83.760,-78.547,+24 -efficientvit_m0.r224_in1k,224,2.267,97.733,16.453,83.547,2.35,0.875,bicubic,-80.133,-77.967,+36 -repghostnet_058.in1k,224,2.253,97.747,18.427,81.573,2.55,0.875,bicubic,-84.257,-77.473,+15 -resnet34.a3_in1k,160,2.253,97.747,18.280,81.720,21.80,0.950,bicubic,-85.647,-78.190,+7 -resnet18.a3_in1k,224,2.253,97.747,17.507,82.493,11.69,0.950,bicubic,-84.177,-78.393,+17 -mobilenetv3_small_075.lamb_in1k,224,2.227,97.773,15.707,84.293,2.04,0.875,bicubic,-80.883,-78.443,+30 -test_vit.r160_in1k,160,2.227,97.773,12.733,87.267,0.37,0.875,bicubic,-60.233,-71.807,+39 -mobilenetv2_100.ra_in1k,224,2.187,97.813,19.733,80.267,3.50,0.875,bicubic,-87.443,-77.407,-26 -test_efficientnet.r160_in1k,160,2.173,97.827,11.200,88.800,0.36,0.875,bicubic,-64.937,-74.900,+34 -repvgg_a1.rvgg_in1k,224,2.147,97.853,21.227,78.773,14.09,0.875,bilinear,-88.443,-76.413,-53 -tf_mobilenetv3_small_100.in1k,224,2.147,97.853,16.773,83.227,2.54,0.875,bilinear,-83.073,-78.997,+16 -regnety_002.pycls_in1k,224,2.133,97.867,18.640,81.360,3.16,0.875,bicubic,-85.217,-77.960,+2 -resnet14t.c3_in1k,176,2.133,97.867,16.960,83.040,10.08,0.875,bicubic,-86.157,-79.410,-7 -vgg19.tv_in1k,224,2.107,97.893,20.480,79.520,143.67,0.875,bilinear,-86.953,-76.420,-26 -mobileone_s0.apple_in1k,224,2.107,97.893,17.360,82.640,5.29,0.875,bilinear,-86.213,-79.070,-10 -vgg13_bn.tv_in1k,224,2.080,97.920,20.040,79.960,133.05,0.875,bilinear,-86.700,-76.930,-20 -test_byobnet.r160_in1k,160,2.053,97.947,11.547,88.453,0.46,0.875,bicubic,-63.817,-74.723,+27 -regnetx_004.pycls_in1k,224,1.973,98.027,19.080,80.920,5.16,0.875,bicubic,-86.947,-78.030,-25 -resnet18.a2_in1k,224,1.973,98.027,17.467,82.533,11.69,0.950,bicubic,-86.057,-78.953,-11 -tf_mobilenetv3_small_075.in1k,224,1.973,98.027,14.840,85.160,2.04,0.875,bilinear,-81.547,-80.020,+16 -mobilenetv3_small_100.lamb_in1k,224,1.933,98.067,16.893,83.107,2.54,0.875,bicubic,-83.257,-78.727,+6 -tinynet_e.in1k,106,1.933,98.067,13.973,86.027,2.04,0.875,bicubic,-77.057,-78.587,+19 -repghostnet_050.in1k,224,1.920,98.080,16.347,83.653,2.31,0.875,bicubic,-83.120,-78.873,+5 -vgg13.tv_in1k,224,1.853,98.147,17.947,82.053,133.05,0.875,bilinear,-85.167,-78.363,-7 -resnet34.tv_in1k,224,1.840,98.160,19.813,80.187,21.80,0.875,bilinear,-88.090,-77.527,-53 -lcnet_050.ra2_in1k,224,1.787,98.213,13.813,86.187,1.88,0.875,bicubic,-79.933,-79.917,+13 -mobilenetv3_small_050.lamb_in1k,224,1.773,98.227,12.547,87.453,1.59,0.875,bicubic,-75.207,-78.763,+15 -mnasnet_small.lamb_in1k,224,1.760,98.240,15.040,84.960,2.03,0.875,bicubic,-82.610,-80.130,+3 -vgg11_bn.tv_in1k,224,1.733,98.267,18.107,81.893,132.87,0.875,bilinear,-85.767,-78.703,-17 -dla46x_c.in1k,224,1.707,98.293,16.333,83.667,1.07,0.875,bilinear,-82.643,-78.907,+2 -tf_mobilenetv3_large_minimal_100.in1k,224,1.653,98.347,17.347,82.653,3.92,0.875,bilinear,-87.287,-79.533,-39 -resnet10t.c3_in1k,224,1.640,98.360,15.907,84.093,5.44,0.950,bicubic,-84.610,-79.813,-9 -mobilenetv2_050.lamb_in1k,224,1.640,98.360,14.053,85.947,1.97,0.875,bicubic,-82.300,-80.537,+1 -vgg11.tv_in1k,224,1.613,98.387,15.907,84.093,132.86,0.875,bilinear,-84.967,-80.403,-15 -resnet18.gluon_in1k,224,1.600,98.400,16.773,83.227,11.69,0.875,bicubic,-86.770,-79.757,-32 -dla60x_c.in1k,224,1.587,98.413,17.773,82.227,1.32,0.875,bilinear,-84.743,-78.317,-14 -hrnet_w18_small.ms_in1k,224,1.520,98.480,18.147,81.853,13.19,0.875,bilinear,-87.530,-78.933,-48 -repvgg_a0.rvgg_in1k,224,1.493,98.507,17.453,82.547,9.11,0.875,bilinear,-87.767,-79.477,-53 -dla46_c.in1k,224,1.493,98.507,15.120,84.880,1.30,0.875,bilinear,-82.127,-79.800,-3 -resnet10t.c3_in1k,176,1.413,98.587,14.147,85.853,5.44,0.875,bicubic,-83.367,-80.863,-10 -resnet18.a3_in1k,160,1.387,98.613,13.707,86.293,11.69,0.950,bicubic,-82.883,-80.923,-8 -regnetx_002.pycls_in1k,224,1.293,98.707,14.907,85.093,2.68,0.875,bicubic,-84.907,-81.063,-18 -tf_mobilenetv3_small_minimal_100.in1k,224,1.133,98.867,11.413,88.587,2.04,0.875,bilinear,-80.187,-82.287,-3 -resnet18.tv_in1k,224,1.120,98.880,16.200,83.800,11.69,0.875,bilinear,-86.260,-80.060,-31 -resnet50.tv_in1k,224,0.040,99.960,14.360,85.640,25.56,0.875,bilinear,-91.850,-83.690,-145 +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,88.6267,11.3733,97.36,2.64,305.08,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,88.4133,11.5867,97.04,2.96,305.08,1.0,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,87.32,12.68,96.8,3.2,1014.45,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,87.04,12.96,96.3467,3.6533,305.08,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,86.2267,13.7733,95.88,4.12,305.08,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,85.1067,14.8933,95.6667,4.3333,1013.01,1.0,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,85.0133,14.9867,96.2533,3.7467,1013.01,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,84.68,15.32,96.0533,3.9467,480.31,0.96,bicubic +regnety_1280.swag_ft_in1k,384,83.8,16.2,96.1867,3.8133,644.81,1.0,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,83.52,16.48,95.2,4.8,304.53,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,83.3733,16.6267,95.48,4.52,480.31,0.936,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,83.3467,16.6533,95.8933,4.1067,660.29,1.0,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,83.12,16.88,95.3467,4.6533,475.77,1.0,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,82.9733,17.0267,95.44,4.56,429.38,1.0,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,82.96,17.04,95.72,4.28,305.67,1.0,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,82.68,17.32,95.5333,4.4667,304.53,1.0,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,81.7733,18.2267,94.6133,5.3867,414.14,1.0,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,81.6933,18.3067,94.9867,5.0133,212.33,1.0,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,81.1067,18.8933,94.1867,5.8133,1012.56,0.9,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,81.0533,18.9467,94.32,5.68,119.88,1.0,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,80.9467,19.0533,94.44,5.56,475.32,1.0,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.1733,19.8267,94.7333,5.2667,305.0,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,79.5867,20.4133,94.32,5.68,98.75,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.3733,20.6267,94.5467,5.4533,660.29,1.0,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.32,20.68,93.6267,6.3733,304.76,1.0,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,78.12,21.88,93.2133,6.7867,212.03,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.84,22.16,93.2,6.8,87.12,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.5467,22.4533,93.0533,6.9467,87.12,1.0,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,77.24,22.76,93.76,6.24,136.5,1.0,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,77.24,22.76,93.6133,6.3867,136.33,1.0,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,77.1333,22.8667,93.6667,6.3333,304.53,1.0,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,76.88,23.12,94.2133,5.7867,846.47,1.0,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,76.7067,23.2933,92.3867,7.6133,119.65,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.6,23.4,93.2933,6.7067,304.43,0.95,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,75.4,24.6,91.6267,8.3733,304.14,1.0,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,74.8267,25.1733,91.48,8.52,116.14,1.0,bicubic +regnety_1280.swag_lc_in1k,224,74.5067,25.4933,91.6267,8.3733,644.81,0.965,bicubic +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,74.3467,25.6533,92.36,7.64,196.74,1.0,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,74.24,25.76,92.3067,7.6933,632.46,1.0,bicubic +regnety_320.swag_ft_in1k,384,74.0,26.0,92.88,7.12,145.05,1.0,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,73.92,26.08,91.3467,8.6533,56.2,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,73.6533,26.3467,91.64,8.36,99.88,1.0,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,73.04,26.96,91.3467,8.6533,304.14,1.0,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,72.5333,27.4667,91.36,8.64,134.42,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,72.1733,27.8267,90.8133,9.1867,304.2,1.0,bicubic +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,71.84,28.16,91.84,8.16,87.92,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,71.8267,28.1733,91.36,8.64,304.2,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,71.4533,28.5467,89.8133,10.1867,304.53,1.0,bicubic +deit3_base_patch16_384.fb_in22k_ft_in1k,384,71.2933,28.7067,89.88,10.12,86.88,1.0,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,71.1867,28.8133,89.7067,10.2933,73.88,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,71.1867,28.8133,90.8133,9.1867,350.2,1.0,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,71.0533,28.9467,89.68,10.32,304.72,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,70.92,29.08,90.8667,9.1333,200.13,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,70.8933,29.1067,90.5467,9.4533,632.05,1.0,bicubic 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+mambaout_femto.in1k,288,16.8267,83.1733,49.04,50.96,7.3,1.0,bicubic +hrnet_w18_ssld.paddle_in1k,224,16.8267,83.1733,46.8667,53.1333,21.3,0.95,bilinear +regnety_016.tv2_in1k,224,16.7733,83.2267,49.84,50.16,11.2,0.965,bicubic +tf_efficientnet_b3.aa_in1k,300,16.76,83.24,49.24,50.76,12.23,0.904,bicubic +gc_efficientnetv2_rw_t.agc_in1k,224,16.7467,83.2533,46.6667,53.3333,13.68,1.0,bicubic +resnext101_64x4d.gluon_in1k,224,16.72,83.28,44.0267,55.9733,83.46,0.875,bicubic +convnextv2_pico.fcmae_ft_in1k,288,16.72,83.28,49.9867,50.0133,9.07,0.95,bicubic +efficientnetv2_rw_t.ra2_in1k,224,16.72,83.28,47.0933,52.9067,13.65,1.0,bicubic +resmlp_36_224.fb_distilled_in1k,224,16.7067,83.2933,51.0933,48.9067,44.69,0.875,bicubic +poolformerv2_s36.sail_in1k,224,16.68,83.32,49.2533,50.7467,30.79,1.0,bicubic +resnet50d.ra4_e3600_r224_in1k,288,16.5867,83.4133,49.1733,50.8267,25.58,1.0,bicubic +tf_efficientnetv2_b3.in1k,300,16.5867,83.4133,48.48,51.52,14.36,0.904,bicubic +ecaresnet50t.a1_in1k,224,16.52,83.48,47.16,52.84,25.57,0.95,bicubic +inception_resnet_v2.tf_in1k,299,16.4667,83.5333,44.68,55.32,55.84,0.8975,bicubic +tresnet_l.miil_in1k,224,16.44,83.56,49.5733,50.4267,55.99,0.875,bilinear +resnet152s.gluon_in1k,224,16.44,83.56,44.3467,55.6533,60.32,0.875,bicubic +convnext_pico_ols.d1_in1k,288,16.3467,83.6533,49.2667,50.7333,9.06,1.0,bicubic +resnet101.tv2_in1k,224,16.3333,83.6667,48.3333,51.6667,44.55,0.965,bilinear +resnet152d.gluon_in1k,224,16.32,83.68,44.08,55.92,60.21,0.875,bicubic +gcresnet50t.ra2_in1k,256,16.32,83.68,48.32,51.68,25.9,0.9,bicubic +fastvit_sa12.apple_in1k,256,16.3067,83.6933,49.3867,50.6133,11.58,0.9,bicubic +convnext_nano.d1h_in1k,224,16.2933,83.7067,47.44,52.56,15.59,0.95,bicubic +gernet_l.idstcv_in1k,256,16.2533,83.7467,46.7733,53.2267,31.08,0.875,bilinear +mobilevitv2_150.cvnets_in1k,256,16.2533,83.7467,47.96,52.04,10.59,0.888,bicubic +resmlp_24_224.fb_distilled_in1k,224,16.2267,83.7733,50.0933,49.9067,30.02,0.875,bicubic +seresnet50.a1_in1k,288,16.2133,83.7867,46.84,53.16,28.09,1.0,bicubic +convnext_nano_ols.d1h_in1k,224,16.2,83.8,47.8933,52.1067,15.65,0.95,bicubic +wide_resnet50_2.racm_in1k,224,16.1333,83.8667,48.0933,51.9067,68.88,0.875,bicubic +inception_resnet_v2.tf_ens_adv_in1k,299,16.12,83.88,43.3333,56.6667,55.84,0.8975,bicubic +resnetv2_50d_evos.ah_in1k,224,16.1067,83.8933,46.4667,53.5333,25.59,0.95,bicubic +repvgg_b3g4.rvgg_in1k,224,16.0667,83.9333,47.48,52.52,83.83,0.875,bilinear +gcresnext50ts.ch_in1k,256,16.0667,83.9333,46.12,53.88,15.67,0.9,bicubic +xcit_tiny_24_p16_224.fb_in1k,224,16.0533,83.9467,45.2667,54.7333,12.12,1.0,bicubic +resnetv2_50d_gn.ah_in1k,224,16.0533,83.9467,46.1333,53.8667,25.57,0.95,bicubic +gmlp_s16_224.ra3_in1k,224,16.0533,83.9467,44.7067,55.2933,19.42,0.875,bicubic +repvit_m1_1.dist_450e_in1k,224,16.04,83.96,49.12,50.88,8.8,0.95,bicubic +ecaresnet50d_pruned.miil_in1k,288,15.92,84.08,49.6267,50.3733,19.94,0.95,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,288,15.9067,84.0933,48.6667,51.3333,7.79,1.0,bicubic +ecaresnet101d_pruned.miil_in1k,224,15.9067,84.0933,48.5733,51.4267,24.88,0.875,bicubic +xception65.tf_in1k,299,15.8933,84.1067,43.5067,56.4933,39.92,0.903,bicubic +swiftformer_l1.dist_in1k,224,15.8933,84.1067,48.28,51.72,12.06,0.95,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,224,15.8933,84.1067,47.92,52.08,11.07,0.95,bicubic +resnet50.fb_ssl_yfcc100m_ft_in1k,224,15.84,84.16,49.3333,50.6667,25.56,0.875,bilinear +resnet50.a1_in1k,288,15.84,84.16,45.56,54.44,25.56,1.0,bicubic +edgenext_small_rw.sw_in1k,320,15.8,84.2,49.52,50.48,7.83,1.0,bicubic +resnext50_32x4d.ra_in1k,288,15.76,84.24,46.9467,53.0533,25.03,0.95,bicubic +resnet50.c1_in1k,288,15.6533,84.3467,47.1067,52.8933,25.56,1.0,bicubic +fastvit_t12.apple_dist_in1k,256,15.6133,84.3867,47.6533,52.3467,7.55,0.9,bicubic +ecaresnet26t.ra2_in1k,320,15.5067,84.4933,47.8667,52.1333,16.01,0.95,bicubic +vit_base_patch32_384.augreg_in1k,384,15.4933,84.5067,43.7333,56.2667,88.3,1.0,bicubic +coat_tiny.in1k,224,15.4667,84.5333,45.52,54.48,5.5,0.9,bicubic +regnety_320.pycls_in1k,224,15.4533,84.5467,44.68,55.32,145.05,0.875,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,15.44,84.56,47.96,52.04,9.72,1.0,bicubic +convmixer_768_32.in1k,224,15.3867,84.6133,47.6133,52.3867,21.11,0.96,bicubic +resnet50.d_in1k,288,15.3467,84.6533,44.4933,55.5067,25.56,1.0,bicubic +edgenext_small.usi_in1k,256,15.32,84.68,48.36,51.64,5.59,0.95,bicubic +resnet50d.a2_in1k,288,15.32,84.68,44.5467,55.4533,25.58,1.0,bicubic +ecaresnetlight.miil_in1k,224,15.2267,84.7733,45.6,54.4,30.16,0.875,bicubic +resnext50d_32x4d.bt_in1k,288,15.2133,84.7867,45.9333,54.0667,25.05,0.95,bicubic +cs3darknet_l.c2ns_in1k,256,15.1867,84.8133,48.8533,51.1467,21.16,0.887,bicubic +skresnext50_32x4d.ra_in1k,224,15.1733,84.8267,44.52,55.48,27.48,0.875,bicubic +repvit_m1_0.dist_450e_in1k,224,15.0267,84.9733,46.6533,53.3467,7.3,0.95,bicubic +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,15.0267,84.9733,42.3333,57.6667,119.42,0.9,bicubic +fastvit_s12.apple_in1k,256,15.0267,84.9733,45.0267,54.9733,9.47,0.9,bicubic +seresnet33ts.ra2_in1k,288,15.0133,84.9867,47.0667,52.9333,19.78,1.0,bicubic +resnext50_32x4d.a2_in1k,288,15.0133,84.9867,45.0933,54.9067,25.03,1.0,bicubic +efficientvit_b1.r288_in1k,288,15.0,85.0,46.6667,53.3333,9.1,1.0,bicubic +eca_resnet33ts.ra2_in1k,288,14.9867,85.0133,48.6267,51.3733,19.68,1.0,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,224,14.9467,85.0533,48.3467,51.6533,11.22,0.965,bicubic +vit_base_patch16_224.augreg_in1k,224,14.9067,85.0933,41.8933,58.1067,86.57,0.9,bicubic +cait_xxs24_224.fb_dist_in1k,224,14.88,85.12,44.6267,55.3733,11.96,1.0,bicubic +fasternet_s.in1k,224,14.8667,85.1333,47.4267,52.5733,31.18,1.0,bicubic +regnetz_b16.ra3_in1k,224,14.8267,85.1733,45.8,54.2,9.72,0.94,bicubic +mambaout_kobe.in1k,224,14.8,85.2,45.8667,54.1333,9.14,1.0,bicubic +levit_conv_192.fb_dist_in1k,224,14.68,85.32,44.6533,55.3467,10.95,0.9,bicubic +levit_192.fb_dist_in1k,224,14.6667,85.3333,44.64,55.36,10.95,0.9,bicubic +seresnet50.a2_in1k,288,14.6533,85.3467,44.16,55.84,28.09,1.0,bicubic +poolformerv2_s24.sail_in1k,224,14.64,85.36,45.9733,54.0267,21.34,1.0,bicubic +convnextv2_pico.fcmae_ft_in1k,224,14.6267,85.3733,45.8533,54.1467,9.07,0.875,bicubic +res2net50d.in1k,224,14.6133,85.3867,44.5067,55.4933,25.72,0.875,bilinear +gcresnet33ts.ra2_in1k,288,14.5733,85.4267,46.0133,53.9867,19.88,1.0,bicubic +repvit_m1_1.dist_300e_in1k,224,14.5467,85.4533,46.8,53.2,8.8,0.95,bicubic +cs3darknet_focus_l.c2ns_in1k,256,14.48,85.52,46.5067,53.4933,21.15,0.887,bicubic +darknet53.c2ns_in1k,288,14.44,85.56,46.8267,53.1733,41.61,1.0,bicubic +coat_lite_mini.in1k,224,14.4,85.6,44.5333,55.4667,11.01,0.9,bicubic +resnet50.tv2_in1k,224,14.3867,85.6133,46.7333,53.2667,25.56,0.965,bilinear +efficientnet_el_pruned.in1k,300,14.3867,85.6133,45.84,54.16,10.59,0.904,bicubic +rexnet_150.nav_in1k,224,14.3733,85.6267,46.4,53.6,9.73,0.875,bicubic +resnext50_32x4d.a1h_in1k,224,14.32,85.68,44.0,56.0,25.03,0.95,bicubic +efficientnet_b2.ra_in1k,288,14.32,85.68,45.8267,54.1733,9.11,1.0,bicubic +seresnet33ts.ra2_in1k,256,14.28,85.72,45.84,54.16,19.78,0.9,bicubic +darknetaa53.c2ns_in1k,288,14.12,85.88,44.88,55.12,36.02,1.0,bilinear +poolformer_s24.sail_in1k,224,14.1067,85.8933,47.04,52.96,21.39,0.9,bicubic +seresnet50.ra2_in1k,224,14.08,85.92,45.2933,54.7067,28.09,0.875,bicubic +repvit_m2.dist_in1k,224,14.0533,85.9467,46.32,53.68,8.8,0.95,bicubic +pvt_v2_b1.in1k,224,14.0267,85.9733,47.36,52.64,14.01,0.9,bicubic +mobilevitv2_125.cvnets_in1k,256,14.0,86.0,44.28,55.72,7.48,0.888,bicubic +eca_resnet33ts.ra2_in1k,256,13.9867,86.0133,47.0267,52.9733,19.68,0.9,bicubic +gernet_m.idstcv_in1k,224,13.9867,86.0133,45.8667,54.1333,21.14,0.875,bilinear +fbnetv3_d.ra2_in1k,256,13.9467,86.0533,45.9867,54.0133,10.31,0.95,bilinear +resnet101.a2_in1k,224,13.9067,86.0933,42.96,57.04,44.55,0.95,bicubic +legacy_seresnext101_32x4d.in1k,224,13.8533,86.1467,42.6,57.4,48.96,0.875,bilinear +resnext101_32x4d.gluon_in1k,224,13.68,86.32,41.3467,58.6533,44.18,0.875,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,13.6533,86.3467,47.4,52.6,14.62,0.95,bilinear +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,13.6533,86.3467,45.4,54.6,8.46,0.95,bicubic +gcresnet33ts.ra2_in1k,256,13.64,86.36,44.8133,55.1867,19.88,0.9,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,256,13.6,86.4,44.8933,55.1067,9.72,0.95,bicubic +dpn68b.ra_in1k,288,13.6,86.4,39.4533,60.5467,12.61,1.0,bicubic +efficientnet_b2.ra_in1k,256,13.6,86.4,44.2133,55.7867,9.11,0.875,bicubic +edgenext_small_rw.sw_in1k,256,13.6,86.4,45.9067,54.0933,7.83,0.9,bicubic +fastvit_t12.apple_in1k,256,13.5867,86.4133,43.2533,56.7467,7.55,0.9,bicubic +hgnet_tiny.paddle_in1k,224,13.5733,86.4267,44.0,56.0,14.74,0.965,bicubic +pit_xs_distilled_224.in1k,224,13.5067,86.4933,45.1067,54.8933,11.0,0.9,bicubic +wide_resnet101_2.tv2_in1k,176,13.4533,86.5467,40.8933,59.1067,126.89,0.875,bilinear +seresnext50_32x4d.gluon_in1k,224,13.44,86.56,43.44,56.56,27.56,0.875,bicubic +resmlp_36_224.fb_in1k,224,13.4267,86.5733,46.2533,53.7467,44.69,0.875,bicubic +darknet53.c2ns_in1k,256,13.4267,86.5733,44.72,55.28,41.61,0.887,bicubic +ecaresnet50t.a2_in1k,224,13.4,86.6,42.4933,57.5067,25.57,0.95,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,256,13.3733,86.6267,45.0667,54.9333,9.72,1.0,bicubic +eca_botnext26ts_256.c1_in1k,256,13.36,86.64,42.2667,57.7333,10.59,0.95,bicubic +resnet50_gn.a1h_in1k,224,13.3333,86.6667,42.7733,57.2267,25.56,0.94,bicubic +resnet152.a3_in1k,224,13.2667,86.7333,42.7867,57.2133,60.19,0.95,bicubic +repvgg_b2g4.rvgg_in1k,224,13.2267,86.7733,43.4267,56.5733,61.76,0.875,bilinear 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+vgg19_bn.tv_in1k,224,2.8533,97.1467,23.5467,76.4533,143.68,0.875,bilinear +tinynet_d.in1k,152,2.7733,97.2267,17.7333,82.2667,2.34,0.875,bicubic +regnetx_008.pycls_in1k,224,2.72,97.28,22.36,77.64,7.26,0.875,bicubic +resnet14t.c3_in1k,224,2.72,97.28,19.8267,80.1733,10.08,0.95,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,2.6667,97.3333,20.6,79.4,3.27,0.887,bicubic +lcnet_100.ra2_in1k,224,2.6533,97.3467,20.5067,79.4933,2.95,0.875,bicubic +resnet34.gluon_in1k,224,2.64,97.36,21.6533,78.3467,21.8,0.875,bicubic +hrnet_w18_small_v2.ms_in1k,224,2.6267,97.3733,23.6,76.4,15.6,0.875,bilinear +fasternet_t0.in1k,224,2.6267,97.3733,19.1733,80.8267,3.91,1.0,bicubic +test_vit2.r160_in1k,160,2.6133,97.3867,13.36,86.64,0.46,0.95,bicubic +hrnet_w18_small.gluon_in1k,224,2.6,97.4,20.5867,79.4133,13.19,0.875,bicubic +repvgg_b0.rvgg_in1k,224,2.6,97.4,23.9067,76.0933,15.82,0.875,bilinear +test_convnext.r160_in1k,160,2.5733,97.4267,13.5867,86.4133,0.27,0.95,bicubic +vgg16_bn.tv_in1k,224,2.56,97.44,23.5867,76.4133,138.37,0.875,bilinear +vgg16.tv_in1k,224,2.56,97.44,19.9733,80.0267,138.36,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,256,2.5467,97.4533,16.8533,83.1467,2.24,0.95,bicubic +resnet18d.ra2_in1k,224,2.52,97.48,21.5333,78.4667,11.71,0.875,bicubic +legacy_seresnet18.in1k,224,2.4667,97.5333,19.88,80.12,11.78,0.875,bicubic +regnetx_006.pycls_in1k,224,2.4667,97.5333,20.72,79.28,6.2,0.875,bicubic +densenet121.tv_in1k,224,2.4667,97.5333,22.5333,77.4667,7.98,0.875,bicubic +test_nfnet.r160_in1k,160,2.4533,97.5467,11.8133,88.1867,0.38,0.95,bicubic +resnet18.a1_in1k,224,2.44,97.56,18.4667,81.5333,11.69,0.95,bicubic +resnet26.bt_in1k,224,2.4,97.6,22.84,77.16,16.0,0.875,bicubic +test_efficientnet_evos.r160_in1k,160,2.32,97.68,11.84,88.16,0.36,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,2.28,97.72,11.7067,88.2933,0.36,0.95,bicubic +test_vit.r160_in1k,160,2.28,97.72,12.6667,87.3333,0.37,0.95,bicubic +lcnet_075.ra2_in1k,224,2.28,97.72,17.1333,82.8667,2.36,0.875,bicubic +efficientvit_m0.r224_in1k,224,2.2667,97.7333,16.4133,83.5867,2.35,0.875,bicubic +repghostnet_058.in1k,224,2.2533,97.7467,18.4267,81.5733,2.55,0.875,bicubic +resnet34.a3_in1k,160,2.2533,97.7467,18.28,81.72,21.8,0.95,bicubic +resnet18.a3_in1k,224,2.2533,97.7467,17.52,82.48,11.69,0.95,bicubic +mobilenetv3_small_075.lamb_in1k,224,2.2267,97.7733,15.7333,84.2667,2.04,0.875,bicubic +mobilenetv2_100.ra_in1k,224,2.1733,97.8267,19.7333,80.2667,3.5,0.875,bicubic +test_resnet.r160_in1k,160,2.1467,97.8533,11.2133,88.7867,0.47,0.95,bilinear +tf_mobilenetv3_small_100.in1k,224,2.1467,97.8533,16.7733,83.2267,2.54,0.875,bilinear +repvgg_a1.rvgg_in1k,224,2.1467,97.8533,21.2267,78.7733,14.09,0.875,bilinear +test_efficientnet_ln.r160_in1k,160,2.1333,97.8667,10.4933,89.5067,0.36,0.95,bicubic +regnety_002.pycls_in1k,224,2.1333,97.8667,18.64,81.36,3.16,0.875,bicubic +resnet14t.c3_in1k,176,2.1333,97.8667,16.96,83.04,10.08,0.875,bicubic +mobileone_s0.apple_in1k,224,2.1067,97.8933,17.68,82.32,5.29,0.875,bilinear +vgg19.tv_in1k,224,2.1067,97.8933,20.48,79.52,143.67,0.875,bilinear +vgg13_bn.tv_in1k,224,2.08,97.92,20.0267,79.9733,133.05,0.875,bilinear +test_byobnet.r160_in1k,160,2.0533,97.9467,11.3333,88.6667,0.46,0.95,bicubic +test_efficientnet.r160_in1k,160,2.0133,97.9867,10.44,89.56,0.36,0.95,bicubic +test_convnext3.r160_in1k,160,2.0133,97.9867,13.16,86.84,0.47,0.95,bicubic +regnetx_004.pycls_in1k,224,1.9733,98.0267,19.08,80.92,5.16,0.875,bicubic +resnet18.a2_in1k,224,1.9733,98.0267,17.4667,82.5333,11.69,0.95,bicubic +tf_mobilenetv3_small_075.in1k,224,1.96,98.04,15.0133,84.9867,2.04,0.875,bilinear +mobilenetv3_small_100.lamb_in1k,224,1.9467,98.0533,16.92,83.08,2.54,0.875,bicubic +tinynet_e.in1k,106,1.9333,98.0667,13.9867,86.0133,2.04,0.875,bicubic +repghostnet_050.in1k,224,1.92,98.08,16.3467,83.6533,2.31,0.875,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,224,1.8933,98.1067,15.44,84.56,2.24,0.875,bicubic +test_convnext2.r160_in1k,160,1.8667,98.1333,13.2133,86.7867,0.48,0.95,bicubic +vgg13.tv_in1k,224,1.84,98.16,17.9333,82.0667,133.05,0.875,bilinear +resnet34.tv_in1k,224,1.84,98.16,19.8133,80.1867,21.8,0.875,bilinear +lcnet_050.ra2_in1k,224,1.7867,98.2133,13.1067,86.8933,1.88,0.875,bicubic +mobilenetv3_small_050.lamb_in1k,224,1.7733,98.2267,12.44,87.56,1.59,0.875,bicubic +mnasnet_small.lamb_in1k,224,1.76,98.24,15.0267,84.9733,2.03,0.875,bicubic +vgg11_bn.tv_in1k,224,1.7333,98.2667,18.1067,81.8933,132.87,0.875,bilinear +dla46x_c.in1k,224,1.72,98.28,16.3733,83.6267,1.07,0.875,bilinear +tf_mobilenetv3_large_minimal_100.in1k,224,1.6533,98.3467,17.3467,82.6533,3.92,0.875,bilinear +mobilenetv2_050.lamb_in1k,224,1.64,98.36,14.0533,85.9467,1.97,0.875,bicubic +resnet10t.c3_in1k,224,1.64,98.36,15.9067,84.0933,5.44,0.95,bicubic +vgg11.tv_in1k,224,1.6133,98.3867,15.9067,84.0933,132.86,0.875,bilinear +resnet18.gluon_in1k,224,1.6,98.4,16.7733,83.2267,11.69,0.875,bicubic +dla60x_c.in1k,224,1.6,98.4,17.76,82.24,1.32,0.875,bilinear +hrnet_w18_small.ms_in1k,224,1.5067,98.4933,18.12,81.88,13.19,0.875,bilinear +repvgg_a0.rvgg_in1k,224,1.4933,98.5067,17.4667,82.5333,9.11,0.875,bilinear +dla46_c.in1k,224,1.4933,98.5067,15.12,84.88,1.3,0.875,bilinear +resnet10t.c3_in1k,176,1.4267,98.5733,14.1333,85.8667,5.44,0.875,bicubic +resnet18.a3_in1k,160,1.3867,98.6133,13.7067,86.2933,11.69,0.95,bicubic +regnetx_002.pycls_in1k,224,1.2933,98.7067,14.9067,85.0933,2.68,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,1.1333,98.8667,11.4133,88.5867,2.04,0.875,bilinear +resnet18.tv_in1k,224,1.12,98.88,16.2,83.8,11.69,0.875,bilinear +resmlp_24_224.fb_dino,224,0.48,99.52,2.32,97.68,30.02,0.875,bicubic +resmlp_12_224.fb_dino,224,0.4133,99.5867,2.4267,97.5733,15.35,0.875,bicubic +resnet50.tv_in1k,224,0.04,99.96,14.36,85.64,25.56,0.875,bilinear diff --git a/results/results-imagenet-r-clean.csv b/results/results-imagenet-r-clean.csv index e626e1d812..fea4669cd3 100644 --- a/results/results-imagenet-r-clean.csv +++ b/results/results-imagenet-r-clean.csv @@ -1,1446 +1,1559 @@ model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.160,1.840,99.880,0.120,305.08,1.000,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.030,1.970,99.890,0.110,305.08,1.000,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.020,1.980,99.900,0.100,"1,013.01",1.000,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,97.990,2.010,99.860,0.140,"1,014.45",1.000,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,97.900,2.100,99.880,0.120,304.53,1.000,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,97.860,2.140,99.910,0.090,660.29,1.000,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,97.860,2.140,99.800,0.200,305.08,1.000,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,97.860,2.140,99.790,0.210,"1,013.01",1.000,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,97.820,2.180,99.850,0.150,304.53,1.000,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,97.820,2.180,99.830,0.170,305.08,1.000,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,97.820,2.180,99.790,0.210,305.00,1.000,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,97.810,2.190,99.860,0.140,660.29,1.000,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,97.770,2.230,99.890,0.110,480.31,0.960,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,97.770,2.230,99.850,0.150,119.88,1.000,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,97.770,2.230,99.810,0.190,305.67,1.000,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,97.770,2.230,99.810,0.190,846.47,1.000,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,97.770,2.230,99.810,0.190,480.31,0.936,bicubic -regnety_1280.swag_ft_in1k,384,97.760,2.240,99.860,0.140,644.81,1.000,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,97.760,2.240,99.850,0.150,475.32,1.000,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,97.760,2.240,99.820,0.180,475.77,1.000,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,97.760,2.240,99.790,0.210,304.43,0.950,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,97.710,2.290,99.760,0.240,87.12,1.000,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,97.670,2.330,99.820,0.180,212.03,1.000,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,97.660,2.340,99.730,0.270,212.33,1.000,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,97.650,2.350,99.860,0.140,98.75,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,97.650,2.350,99.800,0.200,197.96,1.000,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,97.640,2.360,99.730,0.270,304.20,1.000,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,97.620,2.380,99.810,0.190,304.14,1.000,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.620,2.380,99.760,0.240,632.46,1.000,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,97.620,2.380,99.730,0.270,304.53,1.000,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,97.600,2.400,99.820,0.180,87.12,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,97.580,2.420,99.780,0.220,350.20,1.000,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,97.580,2.420,99.710,0.290,304.76,1.000,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,97.570,2.430,99.770,0.230,119.65,1.000,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,97.570,2.430,99.710,0.290,"1,012.56",0.900,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,97.530,2.470,99.790,0.210,304.14,1.000,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,97.500,2.500,99.680,0.320,304.43,0.900,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,97.480,2.520,99.820,0.180,350.20,1.000,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,97.470,2.530,99.760,0.240,200.13,1.000,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.470,2.530,99.760,0.240,116.09,1.000,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.460,2.540,99.780,0.220,304.53,1.000,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,97.450,2.550,99.750,0.250,99.88,1.000,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,97.450,2.550,99.690,0.310,304.20,1.000,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,97.430,2.570,99.780,0.220,304.72,1.000,bicubic -regnety_1280.swag_lc_in1k,224,97.420,2.580,99.740,0.260,644.81,0.965,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.410,2.590,99.770,0.230,64.27,1.000,bicubic -regnety_320.swag_ft_in1k,384,97.400,2.600,99.760,0.240,145.05,1.000,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.390,2.610,99.740,0.260,304.20,1.000,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,97.390,2.610,99.730,0.270,200.13,1.000,bicubic -caformer_b36.sail_in22k_ft_in1k,224,97.380,2.620,99.830,0.170,98.75,1.000,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,97.370,2.630,99.720,0.280,88.72,1.000,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,97.370,2.630,99.700,0.300,73.88,1.000,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,97.360,2.640,99.780,0.220,56.20,1.000,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,97.360,2.640,99.730,0.270,149.39,1.000,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,97.360,2.640,99.680,0.320,57.05,1.000,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.350,2.650,99.800,0.200,632.05,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,97.340,2.660,99.760,0.240,197.96,1.000,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,97.340,2.660,99.710,0.290,86.74,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.330,2.670,99.760,0.240,93.59,0.950,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,97.330,2.670,99.750,0.250,197.77,1.000,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.320,2.680,99.720,0.280,116.14,1.000,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,97.320,2.680,99.680,0.320,304.37,1.000,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,97.320,2.680,99.640,0.360,118.52,1.000,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,97.320,2.680,99.590,0.410,208.12,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,97.300,2.700,99.780,0.220,93.59,1.000,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,97.300,2.700,99.780,0.220,196.74,1.000,bicubic -volo_d5_512.sail_in1k,512,97.300,2.700,99.770,0.230,296.09,1.150,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,97.290,2.710,99.740,0.260,304.43,0.950,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,97.290,2.710,99.740,0.260,200.13,1.000,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,97.280,2.720,99.720,0.280,39.30,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,97.270,2.730,99.720,0.280,197.96,0.875,bicubic -convnextv2_huge.fcmae_ft_in1k,288,97.270,2.730,99.710,0.290,660.29,1.000,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,97.260,2.740,99.800,0.200,87.92,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,97.260,2.740,99.740,0.260,350.20,0.875,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,97.250,2.750,99.720,0.280,632.13,1.000,bicubic -convnext_base.fb_in22k_ft_in1k,288,97.240,2.760,99.760,0.240,88.59,1.000,bicubic -volo_d5_448.sail_in1k,448,97.240,2.760,99.740,0.260,295.91,1.150,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,97.240,2.760,99.720,0.280,88.59,1.000,bicubic -convnext_large.fb_in22k_ft_in1k,288,97.240,2.760,99.720,0.280,197.77,1.000,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,97.240,2.760,99.720,0.280,304.53,1.000,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,97.240,2.760,99.680,0.320,86.88,1.000,bicubic -convformer_b36.sail_in22k_ft_in1k,224,97.230,2.770,99.760,0.240,99.88,1.000,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,97.230,2.770,99.700,0.300,86.86,1.000,bicubic -convnext_large.fb_in22k_ft_in1k,224,97.230,2.770,99.660,0.340,197.77,0.875,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,97.220,2.780,99.720,0.280,44.82,1.000,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,97.220,2.780,99.710,0.290,196.74,0.900,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,97.210,2.790,99.760,0.240,88.72,1.000,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,97.210,2.790,99.640,0.360,672.78,0.900,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,97.200,2.800,99.700,0.300,66.35,0.949,bicubic -maxvit_base_tf_512.in1k,512,97.200,2.800,99.640,0.360,119.88,1.000,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,97.190,2.810,99.650,0.350,73.88,0.950,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,97.180,2.820,99.760,0.240,93.59,1.000,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,97.180,2.820,99.740,0.260,57.87,1.000,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,97.180,2.820,99.690,0.310,196.74,1.000,bicubic -maxvit_small_tf_512.in1k,512,97.180,2.820,99.620,0.380,69.13,1.000,bicubic -regnety_160.swag_ft_in1k,384,97.170,2.830,99.780,0.220,83.59,1.000,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,97.160,2.840,99.660,0.340,88.72,0.875,bicubic -caformer_b36.sail_in1k_384,384,97.160,2.840,99.610,0.390,98.75,1.000,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,97.140,2.860,99.640,0.360,50.22,1.000,bicubic -maxvit_base_tf_384.in1k,384,97.140,2.860,99.580,0.420,119.65,1.000,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,97.130,2.870,99.720,0.280,200.13,1.000,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.130,2.870,99.720,0.280,60.60,1.000,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,97.130,2.870,99.680,0.320,64.11,0.950,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,97.130,2.870,99.650,0.350,86.86,0.950,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,97.110,2.890,99.700,0.300,632.05,1.000,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,97.100,2.900,99.740,0.260,75.26,1.000,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.090,2.910,99.610,0.390,116.14,0.950,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,97.090,2.910,99.610,0.390,86.58,0.900,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,97.080,2.920,99.710,0.290,75.26,1.000,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.080,2.920,99.680,0.320,116.09,0.950,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,97.070,2.930,99.770,0.230,87.90,1.000,bicubic -volo_d4_448.sail_in1k,448,97.070,2.930,99.760,0.240,193.41,1.150,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,97.070,2.930,99.710,0.290,31.76,1.000,bicubic -convformer_m36.sail_in22k_ft_in1k,224,97.070,2.930,99.630,0.370,57.05,1.000,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,97.060,2.940,99.700,0.300,40.01,1.000,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,97.060,2.940,99.700,0.300,43.04,0.942,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,97.060,2.940,99.690,0.310,88.59,1.000,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,97.060,2.940,99.670,0.330,87.92,0.900,bicubic -maxvit_large_tf_512.in1k,512,97.060,2.940,99.590,0.410,212.33,1.000,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,97.040,2.960,99.680,0.320,186.27,1.000,bicubic -volo_d3_448.sail_in1k,448,97.040,2.960,99.680,0.320,86.63,1.000,bicubic -caformer_m36.sail_in22k_ft_in1k,224,97.030,2.970,99.730,0.270,56.20,1.000,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,97.030,2.970,99.670,0.330,304.20,1.000,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,97.030,2.970,99.610,0.390,75.26,0.965,bicubic -caformer_m36.sail_in1k_384,384,97.020,2.980,99.710,0.290,56.20,1.000,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,97.020,2.980,99.700,0.300,86.86,1.000,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,97.020,2.980,99.620,0.380,54.14,1.000,bicubic -dm_nfnet_f5.dm_in1k,544,97.010,2.990,99.670,0.330,377.21,0.954,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,97.000,3.000,99.640,0.360,73.87,0.950,bicubic -convnext_small.in12k_ft_in1k_384,384,96.990,3.010,99.660,0.340,50.22,1.000,bicubic -dm_nfnet_f6.dm_in1k,576,96.980,3.020,99.760,0.240,438.36,0.956,bicubic -maxvit_tiny_tf_512.in1k,512,96.970,3.030,99.670,0.330,31.05,1.000,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,96.970,3.030,99.660,0.340,196.53,0.900,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,96.960,3.040,99.720,0.280,86.53,0.900,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,96.960,3.040,99.720,0.280,329.09,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,96.960,3.040,99.640,0.360,93.59,0.875,bicubic -maxvit_large_tf_384.in1k,384,96.960,3.040,99.560,0.440,212.03,1.000,bicubic -dm_nfnet_f4.dm_in1k,512,96.950,3.050,99.630,0.370,316.07,0.951,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,96.950,3.050,99.620,0.380,21.23,1.000,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,96.940,3.060,99.650,0.350,86.58,0.900,bicubic -convnextv2_huge.fcmae_ft_in1k,224,96.940,3.060,99.640,0.360,660.29,0.875,bicubic -dm_nfnet_f6.dm_in1k,448,96.930,3.070,99.720,0.280,438.36,0.956,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,96.930,3.070,99.510,0.490,189.10,1.000,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,96.920,3.080,99.670,0.330,86.86,1.000,bicubic -volo_d5_224.sail_in1k,224,96.910,3.090,99.660,0.340,295.46,0.960,bicubic -nextvit_large.bd_ssld_6m_in1k,224,96.910,3.090,99.640,0.360,57.87,0.950,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,96.900,3.100,99.640,0.360,30.39,0.934,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,96.900,3.100,99.460,0.540,208.12,1.000,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,96.890,3.110,99.710,0.290,21.27,1.000,bicubic -cait_m48_448.fb_dist_in1k,448,96.890,3.110,99.620,0.380,356.46,1.000,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,96.890,3.110,99.620,0.380,86.59,1.000,bicubic -nextvit_base.bd_ssld_6m_in1k,224,96.880,3.120,99.680,0.320,44.82,0.950,bicubic -caformer_s36.sail_in1k_384,384,96.880,3.120,99.660,0.340,39.30,1.000,bicubic -convformer_b36.sail_in1k_384,384,96.870,3.130,99.650,0.350,99.88,1.000,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,96.870,3.130,99.650,0.350,75.26,0.965,bicubic -deit3_large_patch16_384.fb_in1k,384,96.870,3.130,99.620,0.380,304.76,1.000,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,96.870,3.130,99.590,0.410,118.52,1.000,bicubic -convnext_small.fb_in22k_ft_in1k,288,96.870,3.130,99.510,0.490,50.22,1.000,bicubic -regnety_320.swag_lc_in1k,224,96.860,3.140,99.720,0.280,145.05,0.965,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,96.860,3.140,99.690,0.310,88.59,1.000,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,96.860,3.140,99.670,0.330,936.53,1.000,bilinear -convnext_base.fb_in22k_ft_in1k,224,96.860,3.140,99.660,0.340,88.59,0.875,bicubic -convnextv2_large.fcmae_ft_in1k,288,96.850,3.150,99.770,0.230,197.96,1.000,bicubic -convnextv2_large.fcmae_ft_in1k,224,96.850,3.150,99.680,0.320,197.96,0.875,bicubic -caformer_s36.sail_in22k_ft_in1k,224,96.830,3.170,99.620,0.380,39.30,1.000,bicubic -regnety_160.sw_in12k_ft_in1k,288,96.820,3.180,99.700,0.300,83.59,1.000,bicubic -cait_m36_384.fb_dist_in1k,384,96.820,3.180,99.660,0.340,271.22,1.000,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,96.820,3.180,99.660,0.340,86.86,1.000,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,96.820,3.180,99.630,0.370,47.63,1.000,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,96.820,3.180,99.590,0.410,30.39,1.000,bicubic -dm_nfnet_f5.dm_in1k,416,96.810,3.190,99.600,0.400,377.21,0.954,bicubic -regnety_160.lion_in12k_ft_in1k,288,96.800,3.200,99.710,0.290,83.59,1.000,bicubic -hgnet_base.ssld_in1k,288,96.800,3.200,99.680,0.320,71.58,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,96.800,3.200,99.670,0.330,88.59,1.000,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,96.800,3.200,99.640,0.360,64.11,0.950,bicubic -flexivit_large.1200ep_in1k,240,96.800,3.200,99.610,0.390,304.36,0.950,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,96.790,3.210,99.710,0.290,26.77,1.000,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,96.790,3.210,99.550,0.450,188.93,1.000,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,96.790,3.210,99.530,0.470,468.53,0.875,bilinear -volo_d4_224.sail_in1k,224,96.780,3.220,99.670,0.330,192.96,0.960,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,96.780,3.220,99.620,0.380,84.32,1.000,bicubic -convformer_m36.sail_in1k_384,384,96.770,3.230,99.610,0.390,57.05,1.000,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,96.770,3.230,99.550,0.450,86.53,0.900,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,96.750,3.250,99.590,0.410,213.74,0.900,bicubic -flexivit_large.600ep_in1k,240,96.750,3.250,99.550,0.450,304.36,0.950,bicubic -efficientvit_l3.r320_in1k,320,96.750,3.250,99.410,0.590,246.04,1.000,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,96.740,3.260,99.710,0.290,39.57,1.000,bicubic -dm_nfnet_f4.dm_in1k,384,96.740,3.260,99.620,0.380,316.07,0.951,bicubic -volo_d2_384.sail_in1k,384,96.740,3.260,99.600,0.400,58.87,1.000,bicubic -maxvit_small_tf_384.in1k,384,96.740,3.260,99.580,0.420,69.02,1.000,bicubic -efficientvit_l3.r384_in1k,384,96.740,3.260,99.450,0.550,246.04,1.000,bicubic -inception_next_base.sail_in1k_384,384,96.730,3.270,99.620,0.380,86.67,1.000,bicubic -tf_efficientnetv2_l.in1k,480,96.730,3.270,99.550,0.450,118.52,1.000,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,96.720,3.280,99.640,0.360,304.33,0.900,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,96.710,3.290,99.640,0.360,19.34,0.922,bicubic -convformer_s36.sail_in1k_384,384,96.700,3.300,99.580,0.420,40.01,1.000,bicubic -tf_efficientnet_b8.ra_in1k,672,96.700,3.300,99.550,0.450,87.41,0.954,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,96.690,3.310,99.610,0.390,22.13,1.000,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,96.690,3.310,99.600,0.400,84.40,1.000,bicubic -flexivit_large.300ep_in1k,240,96.690,3.310,99.580,0.420,304.36,0.950,bicubic -efficientvit_l2.r384_in1k,384,96.690,3.310,99.470,0.530,63.71,1.000,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,96.680,3.320,99.640,0.360,22.21,1.000,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,96.680,3.320,99.580,0.420,32.59,1.000,bicubic -efficientvit_l2.r288_in1k,288,96.680,3.320,99.530,0.470,63.71,1.000,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,96.670,3.330,99.660,0.340,87.77,0.900,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,96.660,3.340,99.660,0.340,86.53,0.900,bicubic -hgnet_base.ssld_in1k,224,96.650,3.350,99.560,0.440,71.58,0.965,bicubic -cait_s36_384.fb_dist_in1k,384,96.640,3.360,99.600,0.400,68.37,1.000,bicubic -efficientvit_l3.r256_in1k,256,96.640,3.360,99.290,0.710,246.04,1.000,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,96.630,3.370,99.590,0.410,28.64,1.000,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,96.630,3.370,99.560,0.440,86.57,0.950,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,96.630,3.370,99.480,0.520,188.93,1.000,bicubic -regnetz_e8.ra3_in1k,320,96.620,3.380,99.610,0.390,57.70,1.000,bicubic -coat_lite_medium_384.in1k,384,96.620,3.380,99.450,0.550,44.57,1.000,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,96.610,3.390,99.700,0.300,39.57,1.000,bicubic -dm_nfnet_f3.dm_in1k,416,96.610,3.390,99.630,0.370,254.92,0.940,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,96.610,3.390,99.590,0.410,60.40,0.950,bicubic -nextvit_small.bd_ssld_6m_in1k,224,96.610,3.390,99.580,0.420,31.76,0.950,bicubic -tf_efficientnet_b7.ra_in1k,600,96.610,3.390,99.510,0.490,66.35,0.949,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,96.610,3.390,99.470,0.530,88.30,1.000,bicubic -regnety_160.sw_in12k_ft_in1k,224,96.590,3.410,99.690,0.310,83.59,0.950,bicubic -convnext_small.in12k_ft_in1k,288,96.590,3.410,99.580,0.420,50.22,1.000,bicubic -maxvit_tiny_tf_384.in1k,384,96.590,3.410,99.570,0.430,30.98,1.000,bicubic -deit3_huge_patch14_224.fb_in1k,224,96.590,3.410,99.520,0.480,632.13,0.900,bicubic -convnext_tiny.in12k_ft_in1k_384,384,96.580,3.420,99.660,0.340,28.59,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,96.580,3.420,99.640,0.360,88.59,1.000,bicubic -cait_s24_384.fb_dist_in1k,384,96.580,3.420,99.550,0.450,47.06,1.000,bicubic -convnext_small.in12k_ft_in1k,224,96.570,3.430,99.580,0.420,50.22,0.950,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,96.570,3.430,99.530,0.470,88.34,1.000,bicubic -regnety_120.sw_in12k_ft_in1k,288,96.560,3.440,99.680,0.320,51.82,1.000,bicubic -tf_efficientnet_b8.ap_in1k,672,96.560,3.440,99.550,0.450,87.41,0.954,bicubic -tf_efficientnetv2_l.in1k,384,96.560,3.440,99.480,0.520,118.52,1.000,bicubic -hrnet_w48_ssld.paddle_in1k,288,96.550,3.450,99.640,0.360,77.47,1.000,bilinear -convformer_s36.sail_in22k_ft_in1k,224,96.550,3.450,99.600,0.400,40.01,1.000,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,96.550,3.450,99.560,0.440,47.63,1.000,bicubic -regnety_2560.seer_ft_in1k,384,96.550,3.450,99.510,0.490,"1,282.60",1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,96.550,3.450,99.470,0.530,60.40,0.950,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,96.540,3.460,99.660,0.340,39.57,0.965,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,96.540,3.460,99.470,0.530,84.32,1.000,bicubic -caformer_b36.sail_in1k,224,96.540,3.460,99.460,0.540,98.75,1.000,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,96.530,3.470,99.620,0.380,39.57,0.965,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,96.530,3.470,99.590,0.410,236.34,1.000,bilinear -dm_nfnet_f2.dm_in1k,352,96.530,3.470,99.570,0.430,193.78,0.920,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,96.530,3.470,99.550,0.450,86.57,0.950,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,96.530,3.470,99.540,0.460,32.59,1.000,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,96.520,3.480,99.590,0.410,26.34,1.000,bicubic -regnety_160.lion_in12k_ft_in1k,224,96.510,3.490,99.690,0.310,83.59,0.950,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,96.510,3.490,99.520,0.480,54.14,1.000,bicubic -convnext_small.fb_in22k_ft_in1k,224,96.510,3.490,99.490,0.510,50.22,0.875,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,96.500,3.500,99.630,0.370,39.03,0.950,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,96.500,3.500,99.590,0.410,87.63,1.000,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,96.500,3.500,99.590,0.410,86.57,0.900,bicubic -convnextv2_base.fcmae_ft_in1k,288,96.500,3.500,99.520,0.480,88.72,1.000,bicubic -efficientvit_l3.r224_in1k,224,96.500,3.500,99.340,0.660,246.04,1.000,bicubic -volo_d1_384.sail_in1k,384,96.490,3.510,99.550,0.450,26.78,1.000,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,96.490,3.510,99.540,0.460,38.88,0.950,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,96.480,3.520,99.660,0.340,98.95,1.000,bicubic -tf_efficientnetv2_m.in1k,480,96.480,3.520,99.610,0.390,54.14,1.000,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,96.480,3.520,99.540,0.460,194.03,0.875,bilinear -xcit_small_12_p8_384.fb_dist_in1k,384,96.480,3.520,99.480,0.520,26.21,1.000,bicubic -efficientvit_l2.r256_in1k,256,96.480,3.520,99.390,0.610,63.71,1.000,bicubic -nextvit_large.bd_in1k_384,384,96.470,3.530,99.550,0.450,57.87,1.000,bicubic -convnextv2_base.fcmae_ft_in1k,224,96.470,3.530,99.430,0.570,88.72,0.875,bicubic -eca_nfnet_l2.ra3_in1k,384,96.460,3.540,99.610,0.390,56.72,1.000,bicubic -volo_d3_224.sail_in1k,224,96.460,3.540,99.610,0.390,86.33,0.960,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,96.460,3.540,99.570,0.430,34.36,0.950,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,96.460,3.540,99.570,0.430,21.46,1.000,bicubic -ecaresnet269d.ra2_in1k,352,96.450,3.550,99.610,0.390,102.09,1.000,bicubic -caformer_s18.sail_in1k_384,384,96.450,3.550,99.560,0.440,26.34,1.000,bicubic -resnetrs420.tf_in1k,416,96.450,3.550,99.540,0.460,191.89,1.000,bicubic -regnety_160.swag_lc_in1k,224,96.430,3.570,99.760,0.240,83.59,0.965,bicubic -regnetz_e8.ra3_in1k,256,96.430,3.570,99.470,0.530,57.70,0.940,bicubic -mvitv2_large.fb_in1k,224,96.430,3.570,99.440,0.560,217.99,0.900,bicubic -ecaresnet269d.ra2_in1k,320,96.420,3.580,99.520,0.480,102.09,0.950,bicubic -seresnextaa101d_32x8d.ah_in1k,288,96.420,3.580,99.520,0.480,93.59,1.000,bicubic -volo_d2_224.sail_in1k,224,96.420,3.580,99.510,0.490,58.68,0.960,bicubic -hgnet_small.ssld_in1k,288,96.400,3.600,99.620,0.380,24.36,1.000,bicubic -caformer_m36.sail_in1k,224,96.400,3.600,99.530,0.470,56.20,1.000,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,96.400,3.600,99.500,0.500,21.20,0.950,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,96.400,3.600,99.460,0.540,88.30,0.950,bicubic -convnext_large.fb_in1k,288,96.390,3.610,99.530,0.470,197.77,1.000,bicubic -swin_base_patch4_window12_384.ms_in1k,384,96.390,3.610,99.420,0.580,87.90,1.000,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,96.380,3.620,99.580,0.420,47.67,1.000,bicubic -rdnet_large.nv_in1k,224,96.380,3.620,99.520,0.480,186.27,0.900,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,96.380,3.620,99.470,0.530,26.25,1.000,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,96.380,3.620,99.420,0.580,69.90,0.900,bicubic -dm_nfnet_f3.dm_in1k,320,96.370,3.630,99.590,0.410,254.92,0.940,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,96.370,3.630,99.470,0.530,44.57,1.000,bicubic -seresnext101d_32x8d.ah_in1k,288,96.370,3.630,99.470,0.530,93.59,1.000,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,96.360,3.640,99.570,0.430,86.57,0.900,bicubic -tf_efficientnet_b6.ap_in1k,528,96.360,3.640,99.550,0.450,43.04,0.942,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,96.360,3.640,99.510,0.490,129.14,0.875,bicubic -maxvit_large_tf_224.in1k,224,96.350,3.650,99.400,0.600,211.79,0.950,bicubic -maxvit_base_tf_224.in1k,224,96.350,3.650,99.380,0.620,119.47,0.950,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,96.350,3.650,99.360,0.640,51.52,0.900,bicubic -tf_efficientnet_b7.ap_in1k,600,96.340,3.660,99.600,0.400,66.35,0.949,bicubic -nextvit_base.bd_in1k_384,384,96.340,3.660,99.580,0.420,44.82,1.000,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,96.340,3.660,99.550,0.450,28.64,1.000,bicubic -regnetz_040_h.ra3_in1k,320,96.340,3.660,99.510,0.490,28.94,1.000,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,96.330,3.670,99.550,0.450,86.57,1.000,bicubic -dm_nfnet_f1.dm_in1k,320,96.330,3.670,99.530,0.470,132.63,0.910,bicubic -convnext_base.fb_in1k,288,96.330,3.670,99.480,0.520,88.59,1.000,bicubic -regnety_1280.seer_ft_in1k,384,96.330,3.670,99.410,0.590,644.81,1.000,bicubic -resnetrs200.tf_in1k,320,96.320,3.680,99.540,0.460,93.21,1.000,bicubic -seresnet152d.ra2_in1k,320,96.320,3.680,99.510,0.490,66.84,1.000,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,96.310,3.690,99.480,0.520,189.10,1.000,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,96.310,3.690,99.410,0.590,32.59,0.950,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,96.310,3.690,99.380,0.620,32.59,0.950,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,96.300,3.700,99.620,0.380,19.80,1.000,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,96.300,3.700,99.590,0.410,387.93,1.000,bilinear -vit_base_patch16_224.augreg_in21k_ft_in1k,224,96.300,3.700,99.570,0.430,86.57,0.900,bicubic -fastvit_ma36.apple_dist_in1k,256,96.300,3.700,99.490,0.510,44.07,0.950,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,96.290,3.710,99.630,0.370,217.32,1.000,bilinear -tf_efficientnet_b6.aa_in1k,528,96.290,3.710,99.530,0.470,43.04,0.942,bicubic -efficientnetv2_rw_m.agc_in1k,416,96.280,3.720,99.560,0.440,53.24,1.000,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,96.270,3.730,99.590,0.410,88.79,0.875,bilinear -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,96.270,3.730,99.500,0.500,194.03,0.875,bilinear -maxvit_small_tf_224.in1k,224,96.270,3.730,99.490,0.510,68.93,0.950,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,96.260,3.740,99.610,0.390,19.80,1.000,bicubic -resnetrs350.tf_in1k,384,96.260,3.740,99.480,0.520,163.96,1.000,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,96.260,3.740,99.400,0.600,84.40,1.000,bicubic -efficientvit_l2.r224_in1k,224,96.260,3.740,99.330,0.670,63.71,1.000,bicubic -convformer_s18.sail_in1k_384,384,96.250,3.750,99.540,0.460,26.77,1.000,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,96.250,3.750,99.440,0.560,12.11,1.000,bicubic -convformer_b36.sail_in1k,224,96.250,3.750,99.310,0.690,99.88,1.000,bicubic -convnext_tiny.in12k_ft_in1k,288,96.240,3.760,99.650,0.350,28.59,1.000,bicubic -davit_base.msft_in1k,224,96.240,3.760,99.390,0.610,87.95,0.950,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,96.240,3.760,99.280,0.720,73.88,0.950,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,96.230,3.770,99.490,0.510,66.01,0.950,bicubic -deit3_base_patch16_384.fb_in1k,384,96.230,3.770,99.410,0.590,86.88,1.000,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,96.220,3.780,99.530,0.470,328.99,0.900,bicubic -hrnet_w48_ssld.paddle_in1k,224,96.220,3.780,99.510,0.490,77.47,0.950,bilinear -resnetrs350.tf_in1k,288,96.220,3.780,99.400,0.600,163.96,1.000,bicubic -deit3_large_patch16_224.fb_in1k,224,96.220,3.780,99.300,0.700,304.37,0.900,bicubic -regnety_120.sw_in12k_ft_in1k,224,96.200,3.800,99.530,0.470,51.82,0.950,bicubic -regnetz_040.ra3_in1k,320,96.200,3.800,99.510,0.490,27.12,1.000,bicubic -regnetz_d8_evos.ch_in1k,320,96.200,3.800,99.490,0.510,23.46,1.000,bicubic -convnext_tiny.in12k_ft_in1k,224,96.190,3.810,99.580,0.420,28.59,0.950,bicubic -edgenext_base.in21k_ft_in1k,320,96.190,3.810,99.470,0.530,18.51,1.000,bicubic -efficientnetv2_rw_m.agc_in1k,320,96.190,3.810,99.460,0.540,53.24,1.000,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,96.180,3.820,99.520,0.480,86.86,1.000,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,96.170,3.830,99.500,0.500,236.34,1.000,bicubic -swinv2_base_window16_256.ms_in1k,256,96.170,3.830,99.400,0.600,87.92,0.900,bicubic -hgnet_small.ssld_in1k,224,96.160,3.840,99.550,0.450,24.36,0.965,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,96.160,3.840,99.490,0.510,38.85,1.000,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,96.160,3.840,99.480,0.520,28.59,1.000,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,96.160,3.840,99.340,0.660,41.72,0.950,bicubic -crossvit_18_dagger_408.in1k,408,96.130,3.870,99.460,0.540,44.61,1.000,bicubic -flexivit_base.1200ep_in1k,240,96.130,3.870,99.400,0.600,86.59,0.950,bicubic -nextvit_small.bd_in1k_384,384,96.130,3.870,99.380,0.620,31.76,1.000,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,96.130,3.870,99.380,0.620,63.95,0.950,bicubic -seresnext101_32x8d.ah_in1k,288,96.130,3.870,99.360,0.640,93.57,1.000,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,96.120,3.880,99.530,0.470,34.81,1.000,bicubic -resnest269e.in1k,416,96.120,3.880,99.520,0.480,110.93,0.928,bicubic -resnet200d.ra2_in1k,320,96.120,3.880,99.460,0.540,64.69,1.000,bicubic -efficientvit_b3.r288_in1k,288,96.120,3.880,99.310,0.690,48.65,1.000,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,96.120,3.880,99.310,0.690,34.36,0.950,bicubic -convformer_s36.sail_in1k,224,96.120,3.880,99.300,0.700,40.01,1.000,bicubic -resnest200e.in1k,320,96.110,3.890,99.480,0.520,70.20,0.909,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,96.110,3.890,99.470,0.530,12.23,0.904,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,96.100,3.900,99.520,0.480,19.80,0.965,bicubic -convformer_s18.sail_in22k_ft_in1k,224,96.100,3.900,99.500,0.500,26.77,1.000,bicubic -resnetrs420.tf_in1k,320,96.100,3.900,99.470,0.530,191.89,1.000,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,96.100,3.900,99.410,0.590,37.76,1.000,bicubic -seresnext101d_32x8d.ah_in1k,224,96.100,3.900,99.300,0.700,93.59,0.950,bicubic -tf_efficientnet_b5.ap_in1k,456,96.090,3.910,99.540,0.460,30.39,0.934,bicubic -caformer_s36.sail_in1k,224,96.090,3.910,99.510,0.490,39.30,1.000,bicubic -rdnet_base.nv_in1k,224,96.090,3.910,99.320,0.680,87.45,0.900,bicubic -xcit_large_24_p8_224.fb_in1k,224,96.090,3.910,99.150,0.850,188.93,1.000,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,96.080,3.920,99.550,0.450,36.47,1.000,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,96.080,3.920,99.520,0.480,44.18,0.875,bilinear -tf_efficientnet_b7.aa_in1k,600,96.080,3.920,99.450,0.550,66.35,0.949,bicubic -convformer_m36.sail_in1k,224,96.080,3.920,99.240,0.760,57.05,1.000,bicubic -seresnet152d.ra2_in1k,256,96.070,3.930,99.410,0.590,66.84,0.950,bicubic -swin_s3_base_224.ms_in1k,224,96.070,3.930,99.350,0.650,71.13,0.900,bicubic -resnetrs270.tf_in1k,352,96.060,3.940,99.480,0.520,129.86,1.000,bicubic -gcvit_base.in1k,224,96.060,3.940,99.390,0.610,90.32,0.875,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,96.060,3.940,99.380,0.620,28.64,0.875,bicubic -swinv2_small_window16_256.ms_in1k,256,96.060,3.940,99.340,0.660,49.73,0.900,bicubic -cs3se_edgenet_x.c2ns_in1k,320,96.050,3.950,99.450,0.550,50.72,1.000,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,96.050,3.950,99.400,0.600,29.15,0.950,bicubic -swinv2_base_window8_256.ms_in1k,256,96.050,3.950,99.400,0.600,87.92,0.900,bicubic -davit_small.msft_in1k,224,96.050,3.950,99.390,0.610,49.75,0.950,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,96.050,3.950,99.350,0.650,86.54,0.875,bilinear -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,96.050,3.950,99.260,0.740,86.43,0.950,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,96.040,3.960,99.590,0.410,16.29,1.000,bicubic -convnext_large.fb_in1k,224,96.040,3.960,99.470,0.530,197.77,0.875,bicubic -eca_nfnet_l2.ra3_in1k,320,96.030,3.970,99.560,0.440,56.72,0.900,bicubic -caformer_s18.sail_in22k_ft_in1k,224,96.030,3.970,99.550,0.450,26.34,1.000,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,96.030,3.970,99.530,0.470,32.59,1.000,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,96.030,3.970,99.510,0.490,49.61,0.900,bicubic -regnety_640.seer_ft_in1k,384,96.030,3.970,99.490,0.510,281.38,1.000,bicubic -volo_d1_224.sail_in1k,224,96.030,3.970,99.400,0.600,26.63,0.960,bicubic -dm_nfnet_f2.dm_in1k,256,96.030,3.970,99.340,0.660,193.78,0.920,bicubic -regnetz_d8.ra3_in1k,320,96.020,3.980,99.520,0.480,23.37,1.000,bicubic -tf_efficientnetv2_m.in1k,384,96.020,3.980,99.500,0.500,54.14,1.000,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,96.020,3.980,99.490,0.510,19.80,0.965,bicubic -mvitv2_base.fb_in1k,224,96.020,3.980,99.350,0.650,51.47,0.900,bicubic -cait_xs24_384.fb_dist_in1k,384,96.010,3.990,99.420,0.580,26.67,1.000,bicubic -fastvit_ma36.apple_in1k,256,96.010,3.990,99.360,0.640,44.07,0.950,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,96.000,4.000,99.600,0.400,22.20,1.000,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,96.000,4.000,99.490,0.510,34.81,0.950,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,96.000,4.000,99.490,0.510,38.86,0.950,bicubic -repvit_m2_3.dist_450e_in1k,224,96.000,4.000,99.400,0.600,23.69,0.950,bicubic -coat_lite_medium.in1k,224,96.000,4.000,99.350,0.650,44.57,0.900,bicubic -seresnextaa101d_32x8d.ah_in1k,224,96.000,4.000,99.350,0.650,93.59,0.950,bicubic -tf_efficientnet_b5.ra_in1k,456,95.990,4.010,99.460,0.540,30.39,0.934,bicubic -convnext_small.fb_in1k,288,95.990,4.010,99.430,0.570,50.22,1.000,bicubic -regnetz_040_h.ra3_in1k,256,95.990,4.010,99.390,0.610,28.94,1.000,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,95.990,4.010,99.340,0.660,37.76,0.950,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,95.980,4.020,99.600,0.400,16.29,1.000,bicubic -flexivit_base.600ep_in1k,240,95.980,4.020,99.420,0.580,86.59,0.950,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,95.980,4.020,99.340,0.660,64.90,0.900,bicubic -efficientvit_l1.r224_in1k,224,95.970,4.030,99.120,0.880,52.65,1.000,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,95.960,4.040,99.420,0.580,26.21,1.000,bicubic -resnetrs152.tf_in1k,320,95.960,4.040,99.380,0.620,86.62,1.000,bicubic -xcit_small_24_p8_224.fb_in1k,224,95.960,4.040,99.180,0.820,47.63,1.000,bicubic -pvt_v2_b5.in1k,224,95.950,4.050,99.390,0.610,81.96,0.900,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,95.950,4.050,99.390,0.610,88.79,0.875,bilinear -fastvit_sa36.apple_dist_in1k,256,95.950,4.050,99.370,0.630,31.53,0.900,bicubic -flexivit_base.300ep_in1k,240,95.950,4.050,99.360,0.640,86.59,0.950,bicubic -pvt_v2_b4.in1k,224,95.950,4.050,99.350,0.650,62.56,0.900,bicubic -eca_nfnet_l1.ra2_in1k,320,95.940,4.060,99.490,0.510,41.41,1.000,bicubic -convnext_base.fb_in1k,224,95.940,4.060,99.380,0.620,88.59,0.875,bicubic -repvgg_d2se.rvgg_in1k,320,95.920,4.080,99.490,0.510,133.33,1.000,bilinear -gcvit_small.in1k,224,95.920,4.080,99.270,0.730,51.09,0.875,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,95.910,4.090,99.440,0.560,88.30,1.000,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,95.910,4.090,99.360,0.640,21.46,1.000,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,95.910,4.090,99.360,0.640,38.88,0.950,bicubic -inception_next_base.sail_in1k,224,95.910,4.090,99.230,0.770,86.67,0.950,bicubic -regnety_160.deit_in1k,288,95.900,4.100,99.550,0.450,83.59,1.000,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,95.900,4.100,99.470,0.530,37.76,1.000,bicubic -swin_base_patch4_window7_224.ms_in1k,224,95.900,4.100,99.300,0.700,87.77,0.900,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,95.900,4.100,99.250,0.750,37.76,0.950,bicubic -mvitv2_small.fb_in1k,224,95.890,4.110,99.420,0.580,34.87,0.900,bicubic -focalnet_base_srf.ms_in1k,224,95.890,4.110,99.360,0.640,88.15,0.900,bicubic -tf_efficientnet_b5.aa_in1k,456,95.890,4.110,99.360,0.640,30.39,0.934,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,95.890,4.110,99.340,0.660,38.74,0.950,bicubic -xcit_medium_24_p8_224.fb_in1k,224,95.890,4.110,99.090,0.910,84.32,1.000,bicubic -edgenext_base.in21k_ft_in1k,256,95.880,4.120,99.410,0.590,18.51,0.950,bicubic -nextvit_large.bd_in1k,224,95.880,4.120,99.410,0.590,57.87,0.950,bicubic -regnetz_d32.ra3_in1k,320,95.870,4.130,99.440,0.560,27.58,0.950,bicubic -sequencer2d_l.in1k,224,95.860,4.140,99.470,0.530,54.30,0.875,bicubic -regnety_080.ra3_in1k,288,95.860,4.140,99.460,0.540,39.18,1.000,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,95.860,4.140,99.440,0.560,129.14,0.875,bicubic -resnet152d.ra2_in1k,320,95.860,4.140,99.430,0.570,60.21,1.000,bicubic -pit_b_distilled_224.in1k,224,95.860,4.140,99.200,0.800,74.79,0.900,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,95.850,4.150,99.410,0.590,22.52,0.950,bicubic -tf_efficientnet_b5.in1k,456,95.850,4.150,99.400,0.600,30.39,0.934,bicubic -swin_s3_small_224.ms_in1k,224,95.850,4.150,99.190,0.810,49.74,0.900,bicubic -resnext101_64x4d.tv_in1k,224,95.840,4.160,99.320,0.680,83.46,0.875,bilinear -tresnet_v2_l.miil_in21k_ft_in1k,224,95.840,4.160,99.290,0.710,46.17,0.875,bilinear -focalnet_base_lrf.ms_in1k,224,95.840,4.160,99.170,0.830,88.75,0.900,bicubic -resnetrs270.tf_in1k,256,95.830,4.170,99.410,0.590,129.86,1.000,bicubic -regnetz_d8.ra3_in1k,256,95.830,4.170,99.310,0.690,23.37,0.940,bicubic -crossvit_15_dagger_408.in1k,408,95.830,4.170,99.300,0.700,28.50,1.000,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,95.830,4.170,99.290,0.710,44.57,0.950,bicubic -maxvit_tiny_tf_224.in1k,224,95.830,4.170,99.250,0.750,30.92,0.950,bicubic -efficientvit_b3.r256_in1k,256,95.830,4.170,99.190,0.810,48.65,1.000,bicubic -rdnet_small.nv_in1k,224,95.820,4.180,99.420,0.580,50.44,0.900,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,95.820,4.180,99.400,0.600,22.06,1.000,bicubic -resnetrs200.tf_in1k,256,95.820,4.180,99.350,0.650,93.21,1.000,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,95.820,4.180,99.330,0.670,28.64,1.000,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,95.820,4.180,99.190,0.810,35.01,0.900,bicubic -regnety_064.ra3_in1k,288,95.810,4.190,99.290,0.710,30.58,1.000,bicubic -regnetv_064.ra3_in1k,288,95.800,4.200,99.420,0.580,30.58,1.000,bicubic -regnetz_d8_evos.ch_in1k,256,95.800,4.200,99.400,0.600,23.46,0.950,bicubic -regnety_320.seer_ft_in1k,384,95.800,4.200,99.390,0.610,145.05,1.000,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,95.800,4.200,99.350,0.650,47.67,1.000,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,95.800,4.200,99.270,0.730,60.23,0.950,bicubic -seresnext101_32x8d.ah_in1k,224,95.800,4.200,99.260,0.740,93.57,0.950,bicubic -edgenext_base.usi_in1k,320,95.790,4.210,99.580,0.420,18.51,1.000,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,95.790,4.210,99.390,0.610,16.29,0.965,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,95.790,4.210,99.280,0.720,38.88,0.950,bicubic -deit3_base_patch16_224.fb_in1k,224,95.790,4.210,99.260,0.740,86.59,0.900,bicubic -resnet152.a1h_in1k,288,95.780,4.220,99.440,0.560,60.19,1.000,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,95.780,4.220,99.300,0.700,15.62,1.000,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,95.780,4.220,99.280,0.720,87.34,0.900,bicubic -edgenext_base.usi_in1k,256,95.770,4.230,99.420,0.580,18.51,0.950,bicubic -regnetv_040.ra3_in1k,288,95.770,4.230,99.390,0.610,20.64,1.000,bicubic -swinv2_small_window8_256.ms_in1k,256,95.770,4.230,99.360,0.640,49.73,0.900,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,95.770,4.230,99.300,0.700,26.25,1.000,bicubic -regnetz_040.ra3_in1k,256,95.760,4.240,99.410,0.590,27.12,1.000,bicubic -tf_efficientnetv2_s.in1k,384,95.760,4.240,99.410,0.590,21.46,1.000,bicubic -hrnet_w18_ssld.paddle_in1k,288,95.760,4.240,99.330,0.670,21.30,1.000,bilinear -hgnetv2_b2.ssld_stage2_ft_in1k,288,95.750,4.250,99.470,0.530,11.22,1.000,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,95.750,4.250,99.440,0.560,16.29,0.965,bicubic -resnet101d.ra2_in1k,320,95.750,4.250,99.440,0.560,44.57,1.000,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,95.750,4.250,99.430,0.570,236.34,0.875,bicubic -efficientnetv2_rw_s.ra2_in1k,384,95.750,4.250,99.360,0.640,23.94,1.000,bicubic -twins_pcpvt_large.in1k,224,95.740,4.260,99.480,0.520,60.99,0.900,bicubic -efficientformerv2_l.snap_dist_in1k,224,95.740,4.260,99.370,0.630,26.32,0.950,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,95.740,4.260,99.360,0.640,28.59,0.875,bicubic -dm_nfnet_f0.dm_in1k,256,95.730,4.270,99.370,0.630,71.49,0.900,bicubic -caformer_s18.sail_in1k,224,95.730,4.270,99.290,0.710,26.34,1.000,bicubic -swin_small_patch4_window7_224.ms_in1k,224,95.730,4.270,99.290,0.710,49.61,0.900,bicubic -focalnet_small_lrf.ms_in1k,224,95.730,4.270,99.210,0.790,50.34,0.900,bicubic -maxvit_tiny_rw_224.sw_in1k,224,95.730,4.270,99.170,0.830,29.06,0.950,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,95.720,4.280,99.440,0.560,11.07,1.000,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,95.720,4.280,99.300,0.700,49.70,0.900,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,95.720,4.280,99.280,0.720,11.00,0.950,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,95.710,4.290,99.340,0.660,32.59,0.950,bicubic -twins_svt_large.in1k,224,95.700,4.300,99.370,0.630,99.27,0.900,bicubic -gcvit_tiny.in1k,224,95.700,4.300,99.340,0.660,28.22,0.875,bicubic -nextvit_base.bd_in1k,224,95.690,4.310,99.380,0.620,44.82,0.950,bicubic -inception_next_small.sail_in1k,224,95.690,4.310,99.270,0.730,49.37,0.875,bicubic -tiny_vit_21m_224.in1k,224,95.690,4.310,99.240,0.760,21.20,0.950,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,95.680,4.320,99.450,0.550,32.59,1.000,bicubic -xception65.ra3_in1k,299,95.680,4.320,99.310,0.690,39.92,0.940,bicubic -repvit_m2_3.dist_300e_in1k,224,95.670,4.330,99.400,0.600,23.69,0.950,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,95.670,4.330,99.280,0.720,60.40,0.950,bicubic -xception65p.ra3_in1k,299,95.670,4.330,99.270,0.730,39.82,0.940,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,95.660,4.340,99.450,0.550,25.03,0.875,bilinear -regnetz_c16_evos.ch_in1k,320,95.660,4.340,99.420,0.580,13.49,0.950,bicubic -deit3_small_patch16_384.fb_in1k,384,95.660,4.340,99.390,0.610,22.21,1.000,bicubic -deit_base_patch16_384.fb_in1k,384,95.660,4.340,99.240,0.760,86.86,1.000,bicubic -cait_s24_224.fb_dist_in1k,224,95.650,4.350,99.380,0.620,46.92,1.000,bicubic -resnet200d.ra2_in1k,256,95.650,4.350,99.310,0.690,64.69,0.950,bicubic -ecaresnet101d.miil_in1k,288,95.640,4.360,99.360,0.640,44.57,0.950,bicubic -resnetv2_101.a1h_in1k,288,95.630,4.370,99.370,0.630,44.54,1.000,bicubic -focalnet_small_srf.ms_in1k,224,95.630,4.370,99.300,0.700,49.89,0.900,bicubic -efficientformer_l7.snap_dist_in1k,224,95.620,4.380,99.450,0.550,82.23,0.950,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,95.620,4.380,99.400,0.600,11.07,0.950,bicubic -fastvit_sa36.apple_in1k,256,95.620,4.380,99.320,0.680,31.53,0.900,bicubic -coatnet_1_rw_224.sw_in1k,224,95.620,4.380,99.220,0.780,41.72,0.950,bicubic -dm_nfnet_f1.dm_in1k,224,95.610,4.390,99.380,0.620,132.63,0.910,bicubic -cs3se_edgenet_x.c2ns_in1k,256,95.610,4.390,99.300,0.700,50.72,0.950,bicubic -eca_nfnet_l1.ra2_in1k,256,95.610,4.390,99.300,0.700,41.41,0.900,bicubic -sequencer2d_m.in1k,224,95.610,4.390,99.290,0.710,38.31,0.875,bicubic -resnest101e.in1k,256,95.610,4.390,99.280,0.720,48.28,0.875,bilinear -tf_efficientnetv2_b3.in21k_ft_in1k,300,95.610,4.390,99.280,0.720,14.36,0.900,bicubic -convnext_small.fb_in1k,224,95.610,4.390,99.260,0.740,50.22,0.875,bicubic -efficientvit_b2.r288_in1k,288,95.610,4.390,99.240,0.760,24.33,1.000,bicubic -hgnet_tiny.ssld_in1k,288,95.590,4.410,99.470,0.530,14.74,1.000,bicubic -regnety_320.tv2_in1k,224,95.590,4.410,99.400,0.600,145.05,0.965,bicubic -tf_efficientnet_b4.aa_in1k,380,95.590,4.410,99.320,0.680,19.34,0.922,bicubic -regnety_064.ra3_in1k,224,95.590,4.410,99.160,0.840,30.58,0.950,bicubic -fastvit_sa24.apple_dist_in1k,256,95.580,4.420,99.310,0.690,21.55,0.900,bicubic -resnet152.a1h_in1k,224,95.580,4.420,99.260,0.740,60.19,0.950,bicubic -resnet101.a1h_in1k,288,95.580,4.420,99.250,0.750,44.55,1.000,bicubic -nest_small_jx.goog_in1k,224,95.580,4.420,99.220,0.780,38.35,0.875,bicubic -resnext101_64x4d.c1_in1k,288,95.570,4.430,99.290,0.710,83.46,1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,95.570,4.430,99.270,0.730,60.40,0.950,bicubic -regnety_080.ra3_in1k,224,95.570,4.430,99.260,0.740,39.18,0.950,bicubic -twins_svt_base.in1k,224,95.570,4.430,99.230,0.770,56.07,0.900,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,95.560,4.440,99.440,0.560,11.22,1.000,bicubic -rexnet_300.nav_in1k,224,95.560,4.440,99.300,0.700,34.71,0.875,bicubic -tresnet_xl.miil_in1k_448,448,95.550,4.450,99.330,0.670,78.44,0.875,bilinear -efficientvit_b3.r224_in1k,224,95.550,4.450,99.200,0.800,48.65,0.950,bicubic -regnety_160.deit_in1k,224,95.530,4.470,99.390,0.610,83.59,0.950,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,95.530,4.470,99.340,0.660,9.11,0.890,bicubic -nest_base_jx.goog_in1k,224,95.530,4.470,99.300,0.700,67.72,0.875,bicubic -efficientnet_b4.ra2_in1k,384,95.520,4.480,99.400,0.600,19.34,1.000,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,95.510,4.490,99.260,0.740,41.69,0.950,bicubic -tf_efficientnet_b4.ap_in1k,380,95.500,4.500,99.380,0.620,19.34,0.922,bicubic -tf_efficientnet_b4.in1k,380,95.500,4.500,99.280,0.720,19.34,0.922,bicubic -regnetv_064.ra3_in1k,224,95.490,4.510,99.350,0.650,30.58,0.950,bicubic -twins_pcpvt_base.in1k,224,95.480,4.520,99.370,0.630,43.83,0.900,bicubic -pvt_v2_b3.in1k,224,95.480,4.520,99.330,0.670,45.24,0.900,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,95.480,4.520,99.310,0.690,12.11,1.000,bicubic -cs3edgenet_x.c2_in1k,288,95.480,4.520,99.290,0.710,47.82,1.000,bicubic -maxvit_nano_rw_256.sw_in1k,256,95.480,4.520,99.130,0.870,15.45,0.950,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,95.470,4.530,99.350,0.650,12.12,1.000,bicubic -regnety_032.ra_in1k,288,95.470,4.530,99.330,0.670,19.44,1.000,bicubic -regnety_040.ra3_in1k,288,95.450,4.550,99.410,0.590,20.65,1.000,bicubic -eca_nfnet_l0.ra2_in1k,288,95.450,4.550,99.390,0.610,24.14,1.000,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,95.450,4.550,99.340,0.660,6.71,1.000,bicubic -xcit_small_12_p8_224.fb_in1k,224,95.450,4.550,99.190,0.810,26.21,1.000,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,95.440,4.560,99.210,0.790,23.70,0.950,bicubic -efficientnetv2_rw_s.ra2_in1k,288,95.440,4.560,99.190,0.810,23.94,1.000,bicubic -nfnet_l0.ra2_in1k,288,95.430,4.570,99.430,0.570,35.07,1.000,bicubic -sequencer2d_s.in1k,224,95.430,4.570,99.260,0.740,27.65,0.875,bicubic -resnet101d.ra2_in1k,256,95.430,4.570,99.200,0.800,44.57,0.950,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,95.430,4.570,99.080,0.920,15.50,0.950,bicubic -resnet152d.ra2_in1k,256,95.420,4.580,99.310,0.690,60.21,0.950,bicubic -cs3sedarknet_x.c2ns_in1k,288,95.420,4.580,99.300,0.700,35.40,1.000,bicubic -efficientnet_b4.ra2_in1k,320,95.420,4.580,99.290,0.710,19.34,0.875,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,95.420,4.580,99.280,0.720,18.45,1.000,bicubic -tresnet_m.miil_in21k_ft_in1k,224,95.420,4.580,99.160,0.840,31.39,0.875,bilinear -swinv2_cr_small_224.sw_in1k,224,95.420,4.580,99.060,0.940,49.70,0.900,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,95.410,4.590,99.400,0.600,194.03,0.875,bilinear -tresnet_l.miil_in1k_448,448,95.410,4.590,99.280,0.720,55.99,0.875,bilinear -tf_efficientnetv2_s.in1k,300,95.400,4.600,99.320,0.680,21.46,1.000,bicubic -mvitv2_tiny.fb_in1k,224,95.400,4.600,99.160,0.840,24.17,0.900,bicubic -convnext_nano.in12k_ft_in1k,288,95.390,4.610,99.480,0.520,15.59,1.000,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,95.390,4.610,99.420,0.580,25.55,0.875,bicubic -regnetz_c16.ra3_in1k,320,95.390,4.610,99.340,0.660,13.46,1.000,bicubic -regnetz_d32.ra3_in1k,256,95.390,4.610,99.340,0.660,27.58,0.950,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,95.390,4.610,99.240,0.760,32.59,0.950,bicubic -deit3_medium_patch16_224.fb_in1k,224,95.390,4.610,99.170,0.830,38.85,0.900,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,95.380,4.620,99.320,0.680,15.62,1.000,bicubic -resnetrs152.tf_in1k,256,95.380,4.620,99.230,0.770,86.62,1.000,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,95.380,4.620,99.180,0.820,15.62,0.875,bicubic -swinv2_tiny_window16_256.ms_in1k,256,95.370,4.630,99.300,0.700,28.35,0.900,bicubic -pnasnet5large.tf_in1k,331,95.370,4.630,99.130,0.870,86.06,0.911,bicubic -hgnet_tiny.ssld_in1k,224,95.360,4.640,99.400,0.600,14.74,0.965,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,95.360,4.640,99.330,0.670,16.78,0.950,bicubic -regnetz_c16_evos.ch_in1k,256,95.360,4.640,99.300,0.700,13.49,0.950,bicubic -regnetv_040.ra3_in1k,224,95.360,4.640,99.240,0.760,20.64,0.950,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,95.340,4.660,99.330,0.670,88.79,0.875,bilinear -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,95.340,4.660,99.130,0.870,10.59,1.000,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,95.330,4.670,99.380,0.620,44.54,1.000,bilinear -regnetx_320.tv2_in1k,224,95.330,4.670,99.300,0.700,107.81,0.965,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,95.330,4.670,99.290,0.710,22.52,0.950,bicubic -convformer_s18.sail_in1k,224,95.330,4.670,99.150,0.850,26.77,1.000,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,95.320,4.680,99.450,0.550,16.52,1.000,bicubic -rdnet_tiny.nv_in1k,224,95.320,4.680,99.260,0.740,23.86,0.900,bicubic -repvit_m1_5.dist_450e_in1k,224,95.320,4.680,99.260,0.740,14.64,0.950,bicubic -regnety_080_tv.tv2_in1k,224,95.320,4.680,99.220,0.780,39.38,0.965,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,95.310,4.690,99.430,0.570,11.07,1.000,bicubic -resnext101_32x8d.tv2_in1k,224,95.310,4.690,99.350,0.650,88.79,0.965,bilinear -fastvit_sa24.apple_in1k,256,95.310,4.690,99.310,0.690,21.55,0.900,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,95.300,4.700,99.240,0.760,28.64,0.875,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,95.300,4.700,99.230,0.770,13.68,1.000,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,95.290,4.710,99.390,0.610,25.58,1.000,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,95.290,4.710,99.210,0.790,16.52,0.950,bicubic -flexivit_small.600ep_in1k,240,95.290,4.710,99.190,0.810,22.06,0.950,bicubic -efficientvit_b2.r256_in1k,256,95.290,4.710,99.110,0.890,24.33,1.000,bicubic -resnet50d.ra4_e3600_r224_in1k,288,95.280,4.720,99.260,0.740,25.58,1.000,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,95.280,4.720,99.120,0.880,38.76,0.900,bicubic -cs3darknet_x.c2ns_in1k,288,95.270,4.730,99.290,0.710,35.05,1.000,bicubic -pvt_v2_b2_li.in1k,224,95.270,4.730,99.280,0.720,22.55,0.900,bicubic -convnext_tiny_hnf.a2h_in1k,288,95.270,4.730,98.970,1.030,28.59,1.000,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,95.260,4.740,99.380,0.620,14.25,1.000,bicubic -regnetx_160.tv2_in1k,224,95.260,4.740,99.260,0.740,54.28,0.965,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,95.260,4.740,99.200,0.800,86.43,0.900,bicubic -flexivit_small.1200ep_in1k,240,95.260,4.740,99.170,0.830,22.06,0.950,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,95.250,4.750,99.400,0.600,25.56,0.875,bilinear -vit_large_patch32_384.orig_in21k_ft_in1k,384,95.250,4.750,99.320,0.680,306.63,1.000,bicubic -cait_xxs36_384.fb_dist_in1k,384,95.250,4.750,99.310,0.690,17.37,1.000,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,95.250,4.750,99.250,0.750,88.22,0.900,bicubic -wide_resnet101_2.tv2_in1k,224,95.250,4.750,99.200,0.800,126.89,0.965,bilinear -hiera_tiny_224.mae_in1k_ft_in1k,224,95.250,4.750,99.090,0.910,27.91,0.900,bicubic -resnetv2_50d_gn.ah_in1k,288,95.240,4.760,99.030,0.970,25.57,1.000,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,95.230,4.770,99.400,0.600,11.07,1.000,bicubic -nextvit_small.bd_in1k,224,95.230,4.770,99.220,0.780,31.76,0.950,bicubic -resnetrs101.tf_in1k,288,95.230,4.770,99.210,0.790,63.62,0.940,bicubic -resnext101_64x4d.c1_in1k,224,95.230,4.770,99.130,0.870,83.46,0.950,bicubic -efficientformer_l3.snap_dist_in1k,224,95.220,4.780,99.320,0.680,31.41,0.950,bicubic -convnext_nano.in12k_ft_in1k,224,95.220,4.780,99.260,0.740,15.59,0.950,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,95.220,4.780,99.240,0.760,86.57,0.900,bicubic -focalnet_tiny_lrf.ms_in1k,224,95.220,4.780,99.220,0.780,28.65,0.900,bicubic -tiny_vit_11m_224.in1k,224,95.220,4.780,99.200,0.800,11.00,0.950,bicubic -levit_384.fb_dist_in1k,224,95.220,4.780,99.170,0.830,39.13,0.900,bicubic -levit_conv_384.fb_dist_in1k,224,95.220,4.780,99.170,0.830,39.13,0.900,bicubic -convnext_tiny.fb_in1k,288,95.210,4.790,99.320,0.680,28.59,1.000,bicubic -coat_small.in1k,224,95.210,4.790,99.290,0.710,21.69,0.900,bicubic -resnet51q.ra2_in1k,288,95.210,4.790,99.260,0.740,35.70,1.000,bilinear -hgnetv2_b2.ssld_stage2_ft_in1k,224,95.210,4.790,99.240,0.760,11.22,0.965,bicubic -ecaresnet101d.miil_in1k,224,95.200,4.800,99.250,0.750,44.57,0.875,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,95.200,4.800,99.230,0.770,38.75,0.900,bicubic -poolformerv2_m48.sail_in1k,224,95.200,4.800,99.150,0.850,73.35,1.000,bicubic -crossvit_18_dagger_240.in1k,240,95.190,4.810,99.120,0.880,44.27,0.875,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,95.180,4.820,99.280,0.720,86.43,0.900,bicubic -nasnetalarge.tf_in1k,331,95.180,4.820,99.130,0.870,88.75,0.911,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,95.160,4.840,99.340,0.660,32.59,1.000,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,95.160,4.840,99.330,0.670,44.18,0.875,bilinear -convnextv2_nano.fcmae_ft_in1k,288,95.160,4.840,99.250,0.750,15.62,1.000,bicubic -regnety_160.tv2_in1k,224,95.160,4.840,99.250,0.750,83.59,0.965,bicubic -regnetz_c16.ra3_in1k,256,95.160,4.840,99.190,0.810,13.46,0.940,bicubic -efficientnet_b3.ra2_in1k,320,95.150,4.850,99.210,0.790,12.23,1.000,bicubic -hrnet_w18_ssld.paddle_in1k,224,95.150,4.850,99.210,0.790,21.30,0.950,bilinear -flexivit_small.300ep_in1k,240,95.150,4.850,99.150,0.850,22.06,0.950,bicubic -repvit_m1_5.dist_300e_in1k,224,95.140,4.860,99.280,0.720,14.64,0.950,bicubic -cs3edgenet_x.c2_in1k,256,95.140,4.860,99.240,0.760,47.82,0.887,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,95.140,4.860,99.220,0.780,36.43,0.900,bicubic -tf_efficientnetv2_b3.in1k,300,95.140,4.860,99.210,0.790,14.36,0.904,bicubic -resnet61q.ra2_in1k,288,95.140,4.860,99.070,0.930,36.85,1.000,bicubic -resnet152.a1_in1k,288,95.140,4.860,99.010,0.990,60.19,1.000,bicubic -xcit_medium_24_p16_224.fb_in1k,224,95.140,4.860,98.920,1.080,84.40,1.000,bicubic -wide_resnet50_2.racm_in1k,288,95.130,4.870,99.260,0.740,68.88,0.950,bicubic -fbnetv3_g.ra2_in1k,288,95.130,4.870,99.190,0.810,16.62,0.950,bilinear -inception_next_tiny.sail_in1k,224,95.120,4.880,99.140,0.860,28.06,0.875,bicubic -convit_base.fb_in1k,224,95.120,4.880,99.120,0.880,86.54,0.875,bicubic -ecaresnet50t.ra2_in1k,320,95.110,4.890,99.290,0.710,25.57,0.950,bicubic -efficientformerv2_s2.snap_dist_in1k,224,95.110,4.890,99.120,0.880,12.71,0.950,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,95.100,4.900,99.250,0.750,11.07,0.950,bicubic -cs3sedarknet_l.c2ns_in1k,288,95.100,4.900,99.220,0.780,21.91,0.950,bicubic -davit_tiny.msft_in1k,224,95.100,4.900,99.140,0.860,28.36,0.950,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,95.100,4.900,99.090,0.910,18.45,0.888,bicubic -coat_lite_small.in1k,224,95.100,4.900,99.020,0.980,19.84,0.900,bicubic -hgnet_small.paddle_in1k,288,95.090,4.910,99.320,0.680,24.36,1.000,bicubic -efficientnetv2_rw_t.ra2_in1k,288,95.090,4.910,99.210,0.790,13.65,1.000,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,95.090,4.910,99.210,0.790,38.73,0.900,bicubic -poolformer_m48.sail_in1k,224,95.090,4.910,99.100,0.900,73.47,0.950,bicubic -tresnet_xl.miil_in1k,224,95.080,4.920,99.250,0.750,78.44,0.875,bilinear -xception41p.ra3_in1k,299,95.080,4.920,99.190,0.810,26.91,0.940,bicubic -resnet152.tv2_in1k,224,95.080,4.920,99.180,0.820,60.19,0.965,bilinear -xcit_small_24_p16_224.fb_in1k,224,95.080,4.920,99.070,0.930,47.67,1.000,bicubic -ecaresnet101d_pruned.miil_in1k,288,95.060,4.940,99.240,0.760,24.88,0.950,bicubic -cs3sedarknet_x.c2ns_in1k,256,95.060,4.940,99.200,0.800,35.40,0.887,bicubic -swinv2_tiny_window8_256.ms_in1k,256,95.060,4.940,99.180,0.820,28.35,0.900,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,95.060,4.940,99.160,0.840,15.15,0.900,bicubic -crossvit_18_240.in1k,240,95.060,4.940,99.120,0.880,43.27,0.875,bicubic -poolformer_m36.sail_in1k,224,95.060,4.940,99.100,0.900,56.17,0.950,bicubic -cs3sedarknet_l.c2ns_in1k,256,95.050,4.950,99.140,0.860,21.91,0.887,bicubic -gcvit_xtiny.in1k,224,95.040,4.960,99.200,0.800,19.98,0.875,bicubic -poolformerv2_m36.sail_in1k,224,95.040,4.960,99.150,0.850,56.08,1.000,bicubic -deit_base_patch16_224.fb_in1k,224,95.040,4.960,98.960,1.040,86.57,0.900,bicubic -resnet61q.ra2_in1k,256,95.040,4.960,98.940,1.060,36.85,0.900,bicubic -cs3darknet_x.c2ns_in1k,256,95.030,4.970,99.190,0.810,35.05,0.950,bicubic -resnet51q.ra2_in1k,256,95.030,4.970,99.190,0.810,35.70,0.875,bilinear -hgnetv2_b2.ssld_stage1_in22k_in1k,224,95.030,4.970,99.180,0.820,11.22,0.965,bicubic -coatnet_nano_rw_224.sw_in1k,224,95.030,4.970,99.150,0.850,15.14,0.900,bicubic -focalnet_tiny_srf.ms_in1k,224,95.020,4.980,99.280,0.720,28.43,0.900,bicubic -halo2botnet50ts_256.a1h_in1k,256,95.020,4.980,99.050,0.950,22.64,0.950,bicubic -crossvit_base_240.in1k,240,95.020,4.980,98.990,1.010,105.03,0.875,bicubic -seresnext50_32x4d.racm_in1k,288,95.010,4.990,99.200,0.800,27.56,0.950,bicubic -tf_efficientnet_b3.ap_in1k,300,95.010,4.990,99.090,0.910,12.23,0.904,bicubic -regnety_040.ra3_in1k,224,95.000,5.000,99.220,0.780,20.65,0.950,bicubic -resnext50_32x4d.a1h_in1k,288,95.000,5.000,99.190,0.810,25.03,1.000,bicubic -pvt_v2_b2.in1k,224,95.000,5.000,99.140,0.860,25.36,0.900,bicubic -resnet152.a2_in1k,288,95.000,5.000,99.060,0.940,60.19,1.000,bicubic -resnet101.a1h_in1k,224,94.990,5.010,99.090,0.910,44.55,0.950,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,94.980,5.020,99.230,0.770,27.44,0.950,bicubic -cait_xxs24_384.fb_dist_in1k,384,94.980,5.020,99.150,0.850,12.03,1.000,bicubic -crossvit_15_dagger_240.in1k,240,94.980,5.020,99.150,0.850,28.21,0.875,bicubic -convnext_tiny.fb_in1k,224,94.970,5.030,99.210,0.790,28.59,0.875,bicubic -visformer_small.in1k,224,94.970,5.030,99.210,0.790,40.22,0.900,bicubic -convmixer_1536_20.in1k,224,94.970,5.030,99.170,0.830,51.63,0.960,bicubic -swin_s3_tiny_224.ms_in1k,224,94.960,5.040,99.160,0.840,28.33,0.900,bicubic -eca_nfnet_l0.ra2_in1k,224,94.960,5.040,99.150,0.850,24.14,0.900,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,94.950,5.050,99.270,0.730,25.58,0.950,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,94.950,5.050,99.200,0.800,38.74,0.900,bicubic -xcit_large_24_p16_224.fb_in1k,224,94.950,5.050,98.830,1.170,189.10,1.000,bicubic -gernet_l.idstcv_in1k,256,94.940,5.060,99.200,0.800,31.08,0.875,bilinear -efficientnet_b3.ra2_in1k,288,94.940,5.060,99.170,0.830,12.23,0.875,bicubic -resnetv2_101.a1h_in1k,224,94.940,5.060,99.150,0.850,44.54,0.950,bicubic -nest_tiny_jx.goog_in1k,224,94.940,5.060,99.100,0.900,17.06,0.875,bicubic -coatnet_0_rw_224.sw_in1k,224,94.930,5.070,99.020,0.980,27.44,0.950,bicubic -regnety_032.ra_in1k,224,94.920,5.080,99.180,0.820,19.44,0.950,bicubic -tf_efficientnet_b3.aa_in1k,300,94.920,5.080,99.090,0.910,12.23,0.904,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,94.910,5.090,99.270,0.730,22.05,0.900,bicubic -resnext101_32x8d.tv2_in1k,176,94.910,5.090,99.220,0.780,88.79,0.875,bilinear -convit_small.fb_in1k,224,94.910,5.090,99.120,0.880,27.78,0.875,bicubic -convnextv2_nano.fcmae_ft_in1k,224,94.910,5.090,99.000,1.000,15.62,0.875,bicubic -ecaresnet50t.a1_in1k,288,94.900,5.100,99.080,0.920,25.57,1.000,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,94.900,5.100,99.080,0.920,59.88,0.875,bilinear -resnet101.a1_in1k,288,94.900,5.100,99.030,0.970,44.55,1.000,bicubic -nfnet_l0.ra2_in1k,224,94.890,5.110,99.260,0.740,35.07,0.900,bicubic -regnety_032.tv2_in1k,224,94.890,5.110,99.250,0.750,19.44,0.965,bicubic -resnetv2_50d_evos.ah_in1k,288,94.890,5.110,99.200,0.800,25.59,1.000,bicubic -convnext_nano.d1h_in1k,288,94.890,5.110,99.130,0.870,15.59,1.000,bicubic -resnet101.a2_in1k,288,94.890,5.110,99.090,0.910,44.55,1.000,bicubic -resnet101.tv2_in1k,224,94.890,5.110,99.030,0.970,44.55,0.965,bilinear -efficientvit_b2.r224_in1k,224,94.890,5.110,99.000,1.000,24.33,0.950,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,94.880,5.120,99.250,0.750,7.79,0.882,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,94.880,5.120,99.190,0.810,12.11,1.000,bicubic -seresnext50_32x4d.racm_in1k,224,94.880,5.120,99.130,0.870,27.56,0.875,bicubic -tf_efficientnet_lite4.in1k,380,94.880,5.120,99.120,0.880,13.01,0.920,bilinear -xcit_small_12_p16_224.fb_in1k,224,94.870,5.130,99.040,0.960,26.25,1.000,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,94.870,5.130,99.020,0.980,14.36,0.900,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,94.860,5.140,99.210,0.790,11.07,1.000,bicubic -coatnext_nano_rw_224.sw_in1k,224,94.860,5.140,99.200,0.800,14.70,0.900,bicubic -hgnet_small.paddle_in1k,224,94.860,5.140,99.200,0.800,24.36,0.965,bicubic -resnetaa50.a1h_in1k,288,94.860,5.140,99.140,0.860,25.56,1.000,bicubic -tresnet_l.miil_in1k,224,94.860,5.140,99.030,0.970,55.99,0.875,bilinear -edgenext_small.usi_in1k,320,94.850,5.150,99.410,0.590,5.59,1.000,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,94.840,5.160,99.280,0.720,28.29,0.900,bicubic -resnet50d.ra2_in1k,288,94.840,5.160,99.240,0.760,25.58,0.950,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,94.830,5.170,99.090,0.910,86.54,0.900,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,94.820,5.180,99.110,0.890,11.07,0.950,bicubic -resnet50d.ra4_e3600_r224_in1k,224,94.820,5.180,99.050,0.950,25.58,0.950,bicubic -pit_b_224.in1k,224,94.820,5.180,98.820,1.180,73.76,0.900,bicubic -wide_resnet50_2.tv2_in1k,224,94.810,5.190,99.280,0.720,68.88,0.965,bilinear -cs3darknet_focus_l.c2ns_in1k,288,94.810,5.190,99.180,0.820,21.15,0.950,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,94.780,5.220,99.130,0.870,28.33,0.900,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,94.780,5.220,99.050,0.950,88.22,0.900,bicubic -seresnet50.ra2_in1k,288,94.770,5.230,99.130,0.870,28.09,0.950,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,94.770,5.230,99.100,0.900,14.25,0.888,bicubic -twins_svt_small.in1k,224,94.770,5.230,99.080,0.920,24.06,0.900,bicubic -convnext_tiny_hnf.a2h_in1k,224,94.760,5.240,99.170,0.830,28.59,0.950,bicubic -gcresnet50t.ra2_in1k,288,94.760,5.240,99.120,0.880,25.90,1.000,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,94.750,5.250,99.180,0.820,25.55,1.000,bilinear -regnetx_080.tv2_in1k,224,94.750,5.250,99.050,0.950,39.57,0.965,bicubic -resnet152s.gluon_in1k,224,94.750,5.250,99.050,0.950,60.32,0.875,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,94.750,5.250,98.990,1.010,22.57,0.950,bicubic -coat_mini.in1k,224,94.750,5.250,98.950,1.050,10.34,0.900,bicubic -resnet152.a2_in1k,224,94.750,5.250,98.810,1.190,60.19,0.950,bicubic -legacy_senet154.in1k,224,94.740,5.260,99.100,0.900,115.09,0.875,bilinear -mobilevitv2_150.cvnets_in22k_ft_in1k,256,94.740,5.260,98.920,1.080,10.59,0.888,bicubic -ecaresnet50t.ra2_in1k,256,94.730,5.270,99.080,0.920,25.57,0.875,bicubic -repvit_m3.dist_in1k,224,94.730,5.270,99.070,0.930,10.68,0.950,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,94.720,5.280,99.170,0.830,6.71,1.000,bicubic -resnest50d_4s2x40d.in1k,224,94.720,5.280,99.130,0.870,30.42,0.875,bicubic -poolformerv2_s36.sail_in1k,224,94.710,5.290,99.240,0.760,30.79,1.000,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,94.710,5.290,99.240,0.760,25.03,0.875,bilinear -resnetv2_50.a1h_in1k,288,94.710,5.290,99.110,0.890,25.55,1.000,bicubic -deit3_small_patch16_224.fb_in1k,224,94.710,5.290,98.730,1.270,22.06,0.900,bicubic -cs3darknet_l.c2ns_in1k,288,94.700,5.300,99.220,0.780,21.16,0.950,bicubic -pit_s_distilled_224.in1k,224,94.700,5.300,99.130,0.870,24.04,0.900,bicubic -regnetz_b16.ra3_in1k,288,94.700,5.300,99.120,0.880,9.72,1.000,bicubic -fastvit_sa12.apple_dist_in1k,256,94.700,5.300,99.070,0.930,11.58,0.900,bicubic -halonet50ts.a1h_in1k,256,94.700,5.300,98.840,1.160,22.73,0.940,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,94.690,5.310,99.100,0.900,28.29,0.900,bicubic -dm_nfnet_f0.dm_in1k,192,94.690,5.310,99.070,0.930,71.49,0.900,bicubic -senet154.gluon_in1k,224,94.690,5.310,98.970,1.030,115.09,0.875,bicubic -resnet152.a1_in1k,224,94.690,5.310,98.790,1.210,60.19,0.950,bicubic -ecaresnet50d.miil_in1k,288,94.680,5.320,99.230,0.770,25.58,0.950,bicubic -tresnet_m.miil_in1k_448,448,94.680,5.320,99.140,0.860,31.39,0.875,bilinear -crossvit_15_240.in1k,240,94.680,5.320,99.100,0.900,27.53,0.875,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,94.680,5.320,99.100,0.900,21.98,0.900,bicubic -efficientnet_el.ra_in1k,300,94.670,5.330,99.130,0.870,10.59,0.904,bicubic -rexnet_200.nav_in1k,224,94.670,5.330,99.090,0.910,16.37,0.875,bicubic -efficientnetv2_rw_t.ra2_in1k,224,94.660,5.340,99.100,0.900,13.65,1.000,bicubic -wide_resnet50_2.racm_in1k,224,94.660,5.340,99.060,0.940,68.88,0.875,bicubic -seresnext101_64x4d.gluon_in1k,224,94.660,5.340,98.980,1.020,88.23,0.875,bicubic -vit_small_patch16_384.augreg_in1k,384,94.650,5.350,99.140,0.860,22.20,1.000,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,94.630,5.370,99.140,0.860,5.39,0.950,bicubic -poolformer_s36.sail_in1k,224,94.630,5.370,99.060,0.940,30.86,0.900,bicubic -resnest50d.in1k,224,94.630,5.370,99.030,0.970,27.48,0.875,bilinear -resnet50_gn.a1h_in1k,288,94.620,5.380,99.150,0.850,25.56,0.950,bicubic -efficientnet_b3_pruned.in1k,300,94.620,5.380,99.040,0.960,9.86,0.904,bicubic -twins_pcpvt_small.in1k,224,94.610,5.390,99.140,0.860,24.11,0.900,bicubic -gcresnet50t.ra2_in1k,256,94.610,5.390,98.990,1.010,25.90,0.900,bicubic -repvgg_b3.rvgg_in1k,224,94.610,5.390,98.920,1.080,123.09,0.875,bilinear -fbnetv3_g.ra2_in1k,240,94.600,5.400,99.100,0.900,16.62,0.950,bilinear -pit_s_224.in1k,224,94.600,5.400,98.930,1.070,23.46,0.900,bicubic -crossvit_small_240.in1k,240,94.590,5.410,99.110,0.890,26.86,0.875,bicubic -resnet50.tv2_in1k,224,94.590,5.410,99.070,0.930,25.56,0.965,bilinear -convnext_nano_ols.d1h_in1k,288,94.590,5.410,99.040,0.960,15.65,1.000,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,94.580,5.420,99.140,0.860,21.97,0.900,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,94.580,5.420,99.090,0.910,22.44,0.900,bicubic -ecaresnet50t.a2_in1k,288,94.580,5.420,99.050,0.950,25.57,1.000,bicubic -tnt_s_patch16_224,224,94.570,5.430,99.180,0.820,23.76,0.900,bicubic -resmlp_36_224.fb_distilled_in1k,224,94.570,5.430,99.170,0.830,44.69,0.875,bicubic -convnextv2_pico.fcmae_ft_in1k,288,94.570,5.430,99.150,0.850,9.07,0.950,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,94.570,5.430,99.140,0.860,22.92,1.000,bicubic -mobilenet_edgetpu_v2_m,256,94.560,5.440,99.010,0.990,8.46,0.950,bicubic -mobilevitv2_200.cvnets_in1k,256,94.560,5.440,98.980,1.020,18.45,0.888,bicubic -gernet_m.idstcv_in1k,224,94.560,5.440,98.910,1.090,21.14,0.875,bilinear -regnetx_032.tv2_in1k,224,94.560,5.440,98.890,1.110,15.30,0.965,bicubic -resnext50_32x4d.a1h_in1k,224,94.560,5.440,98.820,1.180,25.03,0.950,bicubic -lambda_resnet50ts.a1h_in1k,256,94.560,5.440,98.690,1.310,21.54,0.950,bicubic -ecaresnetlight.miil_in1k,288,94.550,5.450,99.190,0.810,30.16,0.950,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,94.550,5.450,99.170,0.830,6.72,1.000,bicubic -repvit_m1_1.dist_450e_in1k,224,94.550,5.450,99.080,0.920,8.80,0.950,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,94.550,5.450,99.010,0.990,8.46,0.950,bicubic -res2net101d.in1k,224,94.550,5.450,98.990,1.010,45.23,0.875,bilinear -resnet101.a2_in1k,224,94.550,5.450,98.900,1.100,44.55,0.950,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,94.540,5.460,99.060,0.940,13.68,1.000,bicubic -haloregnetz_b.ra3_in1k,224,94.520,5.480,98.960,1.040,11.68,0.940,bicubic -sehalonet33ts.ra2_in1k,256,94.520,5.480,98.780,1.220,13.69,0.940,bicubic -resnet50.c1_in1k,288,94.510,5.490,99.070,0.930,25.56,1.000,bicubic -regnety_320.pycls_in1k,224,94.500,5.500,99.170,0.830,145.05,0.875,bicubic -ese_vovnet39b.ra_in1k,288,94.500,5.500,99.090,0.910,24.57,0.950,bicubic -seresnext101_32x4d.gluon_in1k,224,94.500,5.500,99.090,0.910,48.96,0.875,bicubic -repvgg_b3g4.rvgg_in1k,224,94.500,5.500,99.020,0.980,83.83,0.875,bilinear -gcresnext50ts.ch_in1k,288,94.500,5.500,99.000,1.000,15.67,1.000,bicubic -resnext50_32x4d.tv2_in1k,224,94.490,5.510,99.020,0.980,25.03,0.965,bilinear -resnet50.b1k_in1k,288,94.490,5.510,98.990,1.010,25.56,1.000,bicubic -resnet50d.a2_in1k,288,94.480,5.520,98.910,1.090,25.58,1.000,bicubic -resnet101.a1_in1k,224,94.480,5.520,98.760,1.240,44.55,0.950,bicubic -vit_base_patch16_384.augreg_in1k,384,94.470,5.530,99.020,0.980,86.86,1.000,bicubic -resnet50.d_in1k,288,94.470,5.530,98.990,1.010,25.56,1.000,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,94.460,5.540,99.130,0.870,13.42,0.950,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,94.460,5.540,99.090,0.910,5.76,1.000,bicubic -fastvit_sa12.apple_in1k,256,94.460,5.540,99.080,0.920,11.58,0.900,bicubic -repvit_m2.dist_in1k,224,94.460,5.540,99.070,0.930,8.80,0.950,bicubic -resnetaa50.a1h_in1k,224,94.460,5.540,98.900,1.100,25.56,0.950,bicubic -resnet152.a3_in1k,224,94.460,5.540,98.880,1.120,60.19,0.950,bicubic -regnety_016.tv2_in1k,224,94.450,5.550,99.030,0.970,11.20,0.965,bicubic -poolformerv2_s24.sail_in1k,224,94.450,5.550,99.010,0.990,21.34,1.000,bicubic -resnet152d.gluon_in1k,224,94.450,5.550,98.980,1.020,60.21,0.875,bicubic -seresnet50.a2_in1k,288,94.450,5.550,98.910,1.090,28.09,1.000,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,94.440,5.560,99.230,0.770,7.79,1.000,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,94.440,5.560,99.180,0.820,88.22,0.900,bicubic -ecaresnet101d_pruned.miil_in1k,224,94.440,5.560,99.090,0.910,24.88,0.875,bicubic -resnext50d_32x4d.bt_in1k,288,94.440,5.560,99.040,0.960,25.05,0.950,bicubic -poolformer_s24.sail_in1k,224,94.430,5.570,99.060,0.940,21.39,0.900,bicubic -levit_256.fb_dist_in1k,224,94.420,5.580,99.060,0.940,18.89,0.900,bicubic -gcresnext50ts.ch_in1k,256,94.420,5.580,98.980,1.020,15.67,0.900,bicubic -resnetv2_50d_gn.ah_in1k,224,94.420,5.580,98.880,1.120,25.57,0.950,bicubic -convmixer_768_32.in1k,224,94.410,5.590,99.110,0.890,21.11,0.960,bicubic -levit_conv_256.fb_dist_in1k,224,94.410,5.590,99.060,0.940,18.89,0.900,bicubic -edgenext_small.usi_in1k,256,94.400,5.600,99.180,0.820,5.59,0.950,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,94.400,5.600,99.120,0.880,32.59,0.950,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,94.400,5.600,99.060,0.940,88.22,0.900,bicubic -resnetrs101.tf_in1k,192,94.400,5.600,98.920,1.080,63.62,0.940,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,94.390,5.610,99.040,0.960,15.25,0.950,bicubic -resnext50_32x4d.a1_in1k,288,94.390,5.610,98.770,1.230,25.03,1.000,bicubic -resnest50d_1s4x24d.in1k,224,94.380,5.620,99.030,0.970,25.68,0.875,bicubic -tf_efficientnet_el.in1k,300,94.370,5.630,99.090,0.910,10.59,0.904,bicubic -darknet53.c2ns_in1k,288,94.370,5.630,99.060,0.940,41.61,1.000,bicubic -nf_resnet50.ra2_in1k,288,94.370,5.630,99.060,0.940,25.56,0.940,bicubic -efficientnet_b2.ra_in1k,288,94.370,5.630,99.050,0.950,9.11,1.000,bicubic -edgenext_small_rw.sw_in1k,320,94.370,5.630,99.040,0.960,7.83,1.000,bicubic -inception_v4.tf_in1k,299,94.370,5.630,98.830,1.170,42.68,0.875,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,94.360,5.640,99.160,0.840,9.72,1.000,bicubic -resnet50d.a1_in1k,288,94.360,5.640,98.790,1.210,25.58,1.000,bicubic -resmlp_24_224.fb_distilled_in1k,224,94.350,5.650,99.090,0.910,30.02,0.875,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,94.350,5.650,99.050,0.950,6.71,1.000,bicubic -gcresnet33ts.ra2_in1k,288,94.350,5.650,98.960,1.040,19.88,1.000,bicubic -resnext101_64x4d.gluon_in1k,224,94.350,5.650,98.910,1.090,83.46,0.875,bicubic -inception_resnet_v2.tf_in1k,299,94.340,5.660,98.800,1.200,55.84,0.897,bicubic -sebotnet33ts_256.a1h_in1k,256,94.340,5.660,98.540,1.460,13.70,0.940,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,94.330,5.670,99.140,0.860,25.56,0.875,bilinear -resnext50_32x4d.ra_in1k,288,94.310,5.690,99.040,0.960,25.03,0.950,bicubic -convnext_nano.d1h_in1k,224,94.310,5.690,98.960,1.040,15.59,0.950,bicubic -resnetv2_50.a1h_in1k,224,94.310,5.690,98.930,1.070,25.55,0.950,bicubic -resnet50.a1_in1k,288,94.310,5.690,98.920,1.080,25.56,1.000,bicubic -ecaresnet50d_pruned.miil_in1k,288,94.300,5.700,99.200,0.800,19.94,0.950,bicubic -regnetx_120.pycls_in1k,224,94.300,5.700,99.200,0.800,46.11,0.875,bicubic -hgnet_tiny.paddle_in1k,288,94.300,5.700,99.160,0.840,14.74,1.000,bicubic -resnet50.b2k_in1k,288,94.300,5.700,98.910,1.090,25.56,1.000,bicubic -mobilevitv2_175.cvnets_in1k,256,94.300,5.700,98.900,1.100,14.25,0.888,bicubic -rexnet_150.nav_in1k,224,94.290,5.710,99.090,0.910,9.73,0.875,bicubic -resnetv2_50d_evos.ah_in1k,224,94.290,5.710,98.980,1.020,25.59,0.950,bicubic -tf_efficientnet_b3.in1k,300,94.280,5.720,99.120,0.880,12.23,0.904,bicubic -cs3darknet_l.c2ns_in1k,256,94.280,5.720,99.110,0.890,21.16,0.887,bicubic -repvit_m1_0.dist_450e_in1k,224,94.280,5.720,99.030,0.970,7.30,0.950,bicubic -fastvit_s12.apple_dist_in1k,256,94.280,5.720,98.990,1.010,9.47,0.900,bicubic -resnet50.c2_in1k,288,94.270,5.730,99.040,0.960,25.56,1.000,bicubic -tf_efficientnet_b2.ap_in1k,260,94.270,5.730,98.960,1.040,9.11,0.890,bicubic -res2net50d.in1k,224,94.270,5.730,98.880,1.120,25.72,0.875,bilinear -resmlp_big_24_224.fb_in1k,224,94.270,5.730,98.820,1.180,129.14,0.875,bicubic -eca_resnet33ts.ra2_in1k,288,94.260,5.740,99.040,0.960,19.68,1.000,bicubic -seresnet33ts.ra2_in1k,288,94.260,5.740,99.010,0.990,19.78,1.000,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,94.260,5.740,99.000,1.000,7.52,0.950,bicubic -ecaresnet50t.a2_in1k,224,94.260,5.740,98.950,1.050,25.57,0.950,bicubic -cs3darknet_focus_l.c2ns_in1k,256,94.250,5.750,99.070,0.930,21.15,0.887,bicubic -cspresnext50.ra_in1k,256,94.250,5.750,99.040,0.960,20.57,0.887,bilinear -legacy_seresnext101_32x4d.in1k,224,94.250,5.750,98.970,1.030,48.96,0.875,bilinear -xcit_tiny_24_p16_224.fb_dist_in1k,224,94.250,5.750,98.950,1.050,12.12,1.000,bicubic -darknetaa53.c2ns_in1k,288,94.250,5.750,98.940,1.060,36.02,1.000,bilinear -mixnet_xl.ra_in1k,224,94.250,5.750,98.840,1.160,11.90,0.875,bicubic -seresnet33ts.ra2_in1k,256,94.250,5.750,98.770,1.230,19.78,0.900,bicubic -ecaresnet50d.miil_in1k,224,94.230,5.770,98.990,1.010,25.58,0.875,bicubic -tf_efficientnetv2_b3.in1k,240,94.230,5.770,98.860,1.140,14.36,0.904,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,94.220,5.780,99.090,0.910,7.79,0.900,bicubic -regnetx_320.pycls_in1k,224,94.210,5.790,99.050,0.950,107.81,0.875,bicubic -tf_efficientnet_b2.aa_in1k,260,94.210,5.790,99.020,0.980,9.11,0.890,bicubic -resnet50.a1h_in1k,224,94.210,5.790,98.910,1.090,25.56,1.000,bicubic -seresnet50.a1_in1k,288,94.210,5.790,98.840,1.160,28.09,1.000,bicubic -resnet101s.gluon_in1k,224,94.200,5.800,99.020,0.980,44.67,0.875,bicubic -ecaresnet50t.a1_in1k,224,94.200,5.800,98.840,1.160,25.57,0.950,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,94.200,5.800,98.840,1.160,11.07,0.950,bicubic -repvit_m1_1.dist_300e_in1k,224,94.190,5.810,99.090,0.910,8.80,0.950,bicubic -resnext50_32x4d.a2_in1k,288,94.190,5.810,98.740,1.260,25.03,1.000,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,94.180,5.820,99.030,0.970,6.34,1.000,bicubic -resnet101d.gluon_in1k,224,94.180,5.820,98.970,1.030,44.57,0.875,bicubic -resnet50_gn.a1h_in1k,224,94.180,5.820,98.920,1.080,25.56,0.940,bicubic -resnetblur50.bt_in1k,288,94.170,5.830,99.010,0.990,25.56,0.950,bicubic -efficientvit_b1.r288_in1k,288,94.170,5.830,98.940,1.060,9.10,1.000,bicubic -seresnext50_32x4d.gluon_in1k,224,94.170,5.830,98.920,1.080,27.56,0.875,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,94.170,5.830,98.870,1.130,8.46,0.900,bicubic -resnet50.ra_in1k,288,94.170,5.830,98.860,1.140,25.56,0.950,bicubic -mobilenet_edgetpu_v2_m,224,94.170,5.830,98.850,1.150,8.46,0.900,bicubic -tf_efficientnet_lite3.in1k,300,94.160,5.840,98.960,1.040,8.20,0.904,bilinear -regnetz_b16.ra3_in1k,224,94.150,5.850,99.000,1.000,9.72,0.940,bicubic -ecaresnetlight.miil_in1k,224,94.150,5.850,98.950,1.050,30.16,0.875,bicubic -dpn92.mx_in1k,224,94.150,5.850,98.940,1.060,37.67,0.875,bicubic -convnext_nano_ols.d1h_in1k,224,94.150,5.850,98.830,1.170,15.65,0.950,bicubic -cspdarknet53.ra_in1k,256,94.140,5.860,98.990,1.010,27.64,0.887,bilinear -nf_resnet50.ra2_in1k,256,94.140,5.860,98.950,1.050,25.56,0.940,bicubic -wide_resnet101_2.tv2_in1k,176,94.140,5.860,98.850,1.150,126.89,0.875,bilinear -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,94.130,5.870,99.150,0.850,9.72,1.000,bicubic -regnety_160.pycls_in1k,224,94.130,5.870,99.000,1.000,83.59,0.875,bicubic -resnet50.a2_in1k,288,94.130,5.870,98.860,1.140,25.56,1.000,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,94.130,5.870,98.780,1.220,55.84,0.897,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,94.120,5.880,99.060,0.940,6.34,1.000,bicubic -regnety_064.pycls_in1k,224,94.120,5.880,99.030,0.970,30.58,0.875,bicubic -seresnet50.ra2_in1k,224,94.120,5.880,98.960,1.040,28.09,0.875,bicubic -resnext101_32x4d.gluon_in1k,224,94.120,5.880,98.910,1.090,44.18,0.875,bicubic -fastvit_t12.apple_dist_in1k,256,94.100,5.900,99.030,0.970,7.55,0.900,bicubic -convnextv2_pico.fcmae_ft_in1k,224,94.100,5.900,99.020,0.980,9.07,0.875,bicubic -tresnet_m.miil_in1k,224,94.100,5.900,98.830,1.170,31.39,0.875,bilinear -gcvit_xxtiny.in1k,224,94.090,5.910,99.090,0.910,12.00,0.875,bicubic -efficientnet_b2.ra_in1k,256,94.090,5.910,99.010,0.990,9.11,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,94.090,5.910,98.980,1.020,9.72,1.000,bicubic -mobilevitv2_150.cvnets_in1k,256,94.080,5.920,98.910,1.090,10.59,0.888,bicubic -regnety_120.pycls_in1k,224,94.070,5.930,99.020,0.980,51.82,0.875,bicubic -efficientnet_el_pruned.in1k,300,94.070,5.930,99.010,0.990,10.59,0.904,bicubic -darknet53.c2ns_in1k,256,94.070,5.930,98.980,1.020,41.61,0.887,bicubic -tf_efficientnetv2_b2.in1k,260,94.070,5.930,98.930,1.070,10.10,0.890,bicubic -convnext_pico_ols.d1_in1k,288,94.060,5.940,98.930,1.070,9.06,1.000,bicubic -resnet50d.ra2_in1k,224,94.060,5.940,98.920,1.080,25.58,0.875,bicubic -hrnet_w48.ms_in1k,224,94.040,5.960,99.020,0.980,77.47,0.875,bilinear -resnet152.gluon_in1k,224,94.040,5.960,98.730,1.270,60.19,0.875,bicubic -dla102x2.in1k,224,94.030,5.970,99.010,0.990,41.28,0.875,bilinear -resnetrs50.tf_in1k,224,94.030,5.970,98.830,1.170,35.69,0.910,bicubic -wide_resnet50_2.tv2_in1k,176,94.020,5.980,99.100,0.900,68.88,0.875,bilinear -convnext_pico.d1_in1k,288,94.020,5.980,99.010,0.990,9.05,0.950,bicubic -regnetx_016.tv2_in1k,224,94.020,5.980,98.920,1.080,9.19,0.965,bicubic -resnet152.tv2_in1k,176,94.020,5.980,98.710,1.290,60.19,0.875,bilinear -resnet50.bt_in1k,288,94.010,5.990,98.890,1.110,25.56,0.950,bicubic -dpn107.mx_in1k,224,94.010,5.990,98.820,1.180,86.92,0.875,bicubic -deit_small_patch16_224.fb_in1k,224,94.000,6.000,98.950,1.050,22.05,0.900,bicubic -resnet50.ram_in1k,288,94.000,6.000,98.880,1.120,25.56,0.950,bicubic -resnet50d.a2_in1k,224,94.000,6.000,98.680,1.320,25.58,0.950,bicubic -efficientformer_l1.snap_dist_in1k,224,93.990,6.010,99.060,0.940,12.29,0.950,bicubic -skresnext50_32x4d.ra_in1k,224,93.980,6.020,98.820,1.180,27.48,0.875,bicubic -ecaresnet26t.ra2_in1k,320,93.960,6.040,98.950,1.050,16.01,0.950,bicubic -dpn98.mx_in1k,224,93.960,6.040,98.920,1.080,61.57,0.875,bicubic -resnet50.c1_in1k,224,93.960,6.040,98.840,1.160,25.56,0.950,bicubic -resnet50.a1_in1k,224,93.960,6.040,98.520,1.480,25.56,0.950,bicubic -resnet33ts.ra2_in1k,288,93.950,6.050,98.870,1.130,19.68,1.000,bicubic -cait_xxs36_224.fb_dist_in1k,224,93.940,6.060,98.890,1.110,17.30,1.000,bicubic -resnet50d.a1_in1k,224,93.940,6.060,98.630,1.370,25.58,0.950,bicubic -resnet101.tv2_in1k,176,93.930,6.070,98.750,1.250,44.55,0.875,bilinear -regnetx_160.pycls_in1k,224,93.920,6.080,99.080,0.920,54.28,0.875,bicubic -xception71.tf_in1k,299,93.920,6.080,98.920,1.080,42.34,0.903,bicubic -cspresnet50.ra_in1k,256,93.910,6.090,98.850,1.150,21.62,0.887,bilinear -nf_regnet_b1.ra2_in1k,288,93.910,6.090,98.780,1.220,10.22,0.900,bicubic -regnety_080.pycls_in1k,224,93.900,6.100,98.990,1.010,39.18,0.875,bicubic -resnet50.c2_in1k,224,93.900,6.100,98.790,1.210,25.56,0.950,bicubic -vit_base_patch16_224.sam_in1k,224,93.890,6.110,98.890,1.110,86.57,0.900,bicubic -resnet152c.gluon_in1k,224,93.890,6.110,98.800,1.200,60.21,0.875,bicubic -eca_resnet33ts.ra2_in1k,256,93.880,6.120,98.890,1.110,19.68,0.900,bicubic -hgnet_tiny.paddle_in1k,224,93.870,6.130,99.000,1.000,14.74,0.965,bicubic -gcresnet33ts.ra2_in1k,256,93.870,6.130,98.930,1.070,19.88,0.900,bicubic -resnet101.a3_in1k,224,93.870,6.130,98.760,1.240,44.55,0.950,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,93.860,6.140,99.110,0.890,9.72,0.950,bicubic -ecaresnet50t.a3_in1k,224,93.860,6.140,98.860,1.140,25.57,0.950,bicubic -ecaresnet50d_pruned.miil_in1k,224,93.850,6.150,98.960,1.040,19.94,0.875,bicubic -repvgg_b2g4.rvgg_in1k,224,93.850,6.150,98.930,1.070,61.76,0.875,bilinear -ese_vovnet39b.ra_in1k,224,93.850,6.150,98.900,1.100,24.57,0.875,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,93.850,6.150,98.870,1.130,9.72,0.950,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,93.850,6.150,98.750,1.250,12.12,1.000,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,93.840,6.160,99.030,0.970,6.00,1.000,bicubic -hrnet_w64.ms_in1k,224,93.840,6.160,98.920,1.080,128.06,0.875,bilinear -resnext50_32x4d.ra_in1k,224,93.840,6.160,98.820,1.180,25.03,0.875,bicubic -resnext50d_32x4d.bt_in1k,224,93.840,6.160,98.730,1.270,25.05,0.875,bicubic -edgenext_small_rw.sw_in1k,256,93.830,6.170,98.720,1.280,7.83,0.900,bicubic -fbnetv3_d.ra2_in1k,256,93.820,6.180,98.900,1.100,10.31,0.950,bilinear -resnet101.gluon_in1k,224,93.820,6.180,98.710,1.290,44.55,0.875,bicubic -efficientnet_b2_pruned.in1k,260,93.810,6.190,98.910,1.090,8.31,0.890,bicubic -tiny_vit_5m_224.in1k,224,93.800,6.200,98.940,1.060,5.39,0.950,bicubic -xception65.tf_in1k,299,93.800,6.200,98.910,1.090,39.92,0.903,bicubic -resnet50.b2k_in1k,224,93.800,6.200,98.680,1.320,25.56,0.950,bicubic -resnet50.d_in1k,224,93.800,6.200,98.630,1.370,25.56,0.950,bicubic -resnext50_32x4d.a1_in1k,224,93.800,6.200,98.440,1.560,25.03,0.950,bicubic -darknetaa53.c2ns_in1k,256,93.790,6.210,98.940,1.060,36.02,0.887,bilinear -regnetx_080.pycls_in1k,224,93.790,6.210,98.910,1.090,39.57,0.875,bicubic -dpn131.mx_in1k,224,93.790,6.210,98.860,1.140,79.25,0.875,bicubic -resnext101_32x8d.tv_in1k,224,93.780,6.220,98.950,1.050,88.79,0.875,bilinear -dla169.in1k,224,93.780,6.220,98.860,1.140,53.39,0.875,bilinear -tf_efficientnet_b0.ns_jft_in1k,224,93.770,6.230,98.970,1.030,5.29,0.875,bicubic -repvit_m1_0.dist_300e_in1k,224,93.770,6.230,98.920,1.080,7.30,0.950,bicubic -wide_resnet101_2.tv_in1k,224,93.770,6.230,98.830,1.170,126.89,0.875,bilinear -resnext50_32x4d.a2_in1k,224,93.770,6.230,98.670,1.330,25.03,0.950,bicubic -convnextv2_femto.fcmae_ft_in1k,288,93.760,6.240,98.950,1.050,5.23,0.950,bicubic -efficientnet_em.ra2_in1k,240,93.760,6.240,98.910,1.090,6.90,0.882,bicubic -dpn68b.ra_in1k,288,93.760,6.240,98.520,1.480,12.61,1.000,bicubic -hrnet_w40.ms_in1k,224,93.750,6.250,98.830,1.170,57.56,0.875,bilinear -resnet50.tv2_in1k,176,93.750,6.250,98.750,1.250,25.56,0.875,bilinear -tf_efficientnet_b2.in1k,260,93.740,6.260,98.940,1.060,9.11,0.890,bicubic -tf_efficientnet_b1.aa_in1k,240,93.740,6.260,98.800,1.200,7.79,0.882,bicubic -mobileone_s4.apple_in1k,224,93.740,6.260,98.670,1.330,14.95,0.900,bilinear -tf_efficientnetv2_b1.in1k,240,93.730,6.270,98.850,1.150,8.14,0.882,bicubic -resnet101c.gluon_in1k,224,93.730,6.270,98.760,1.240,44.57,0.875,bicubic -resnet50.a2_in1k,224,93.730,6.270,98.720,1.280,25.56,0.950,bicubic -convnext_pico_ols.d1_in1k,224,93.720,6.280,98.860,1.140,9.06,0.950,bicubic -resnetblur50.bt_in1k,224,93.710,6.290,98.800,1.200,25.56,0.875,bicubic -levit_192.fb_dist_in1k,224,93.710,6.290,98.780,1.220,10.95,0.900,bicubic -levit_conv_192.fb_dist_in1k,224,93.710,6.290,98.780,1.220,10.95,0.900,bicubic -fastvit_s12.apple_in1k,256,93.710,6.290,98.720,1.280,9.47,0.900,bicubic -resnet50.b1k_in1k,224,93.700,6.300,98.800,1.200,25.56,0.950,bicubic -resnext50_32x4d.gluon_in1k,224,93.700,6.300,98.670,1.330,25.03,0.875,bicubic -regnetx_040.pycls_in1k,224,93.690,6.310,98.950,1.050,22.12,0.875,bicubic -seresnet50.a2_in1k,224,93.690,6.310,98.650,1.350,28.09,0.950,bicubic -resmlp_36_224.fb_in1k,224,93.670,6.330,98.920,1.080,44.69,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,93.670,6.330,98.800,1.200,9.72,0.950,bicubic -rexnet_130.nav_in1k,224,93.670,6.330,98.700,1.300,7.56,0.875,bicubic -regnetx_064.pycls_in1k,224,93.660,6.340,99.050,0.950,26.21,0.875,bicubic -efficientvit_b1.r256_in1k,256,93.660,6.340,98.830,1.170,9.10,1.000,bicubic -legacy_xception.tf_in1k,299,93.660,6.340,98.760,1.240,22.86,0.897,bicubic -hrnet_w44.ms_in1k,224,93.650,6.350,98.960,1.040,67.06,0.875,bilinear -fbnetv3_b.ra2_in1k,256,93.650,6.350,98.900,1.100,8.60,0.950,bilinear -tf_efficientnet_b1.ap_in1k,240,93.640,6.360,98.780,1.220,7.79,0.882,bicubic -resnet33ts.ra2_in1k,256,93.640,6.360,98.760,1.240,19.68,0.900,bicubic -resnet34d.ra2_in1k,288,93.640,6.360,98.750,1.250,21.82,0.950,bicubic -regnety_040.pycls_in1k,224,93.630,6.370,98.960,1.040,20.65,0.875,bicubic -resnet50.am_in1k,224,93.630,6.370,98.860,1.140,25.56,0.875,bicubic -efficientformerv2_s1.snap_dist_in1k,224,93.620,6.380,98.960,1.040,6.19,0.950,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,93.620,6.380,98.770,1.230,6.34,0.965,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,93.620,6.380,98.750,1.250,6.34,0.965,bicubic -dla60_res2next.in1k,224,93.610,6.390,98.810,1.190,17.03,0.875,bilinear -tf_efficientnetv2_b2.in1k,208,93.610,6.390,98.690,1.310,10.10,0.890,bicubic -halonet26t.a1h_in1k,256,93.610,6.390,98.640,1.360,12.48,0.950,bicubic -inception_v3.gluon_in1k,299,93.600,6.400,98.860,1.140,23.83,0.875,bicubic -resnet32ts.ra2_in1k,288,93.600,6.400,98.740,1.260,17.96,1.000,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,93.590,6.410,98.980,1.020,6.00,1.000,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,93.590,6.410,98.710,1.290,39.72,0.882,bicubic -resnet50s.gluon_in1k,224,93.580,6.420,98.850,1.150,25.68,0.875,bicubic -res2net50_26w_6s.in1k,224,93.580,6.420,98.760,1.240,37.05,0.875,bilinear -resnet32ts.ra2_in1k,256,93.580,6.420,98.730,1.270,17.96,0.900,bicubic -repvgg_b2.rvgg_in1k,224,93.570,6.430,99.070,0.930,89.02,0.875,bilinear -dla102x.in1k,224,93.570,6.430,98.860,1.140,26.31,0.875,bilinear -resnet50d.gluon_in1k,224,93.570,6.430,98.710,1.290,25.58,0.875,bicubic -eca_halonext26ts.c1_in1k,256,93.560,6.440,98.690,1.310,10.76,0.940,bicubic -resnext50_32x4d.a3_in1k,224,93.550,6.450,98.770,1.230,25.03,0.950,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,93.550,6.450,98.620,1.380,28.59,1.000,bicubic -seresnet50.a1_in1k,224,93.550,6.450,98.570,1.430,28.09,0.950,bicubic -gmlp_s16_224.ra3_in1k,224,93.540,6.460,98.780,1.220,19.42,0.875,bicubic -repghostnet_200.in1k,224,93.540,6.460,98.600,1.400,9.80,0.875,bicubic -res2net101_26w_4s.in1k,224,93.530,6.470,98.620,1.380,45.21,0.875,bilinear -coat_lite_mini.in1k,224,93.520,6.480,98.800,1.200,11.01,0.900,bicubic -resnet50.ram_in1k,224,93.520,6.480,98.600,1.400,25.56,0.875,bicubic -pvt_v2_b1.in1k,224,93.510,6.490,98.880,1.120,14.01,0.900,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,93.500,6.500,98.840,1.160,5.79,1.000,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,93.500,6.500,98.830,1.170,5.29,1.000,bicubic -cait_xxs24_224.fb_dist_in1k,224,93.500,6.500,98.770,1.230,11.96,1.000,bicubic -coat_tiny.in1k,224,93.500,6.500,98.680,1.320,5.50,0.900,bicubic -fastvit_t12.apple_in1k,256,93.500,6.500,98.670,1.330,7.55,0.900,bicubic -regnety_032.pycls_in1k,224,93.490,6.510,98.960,1.040,19.44,0.875,bicubic -convnext_pico.d1_in1k,224,93.480,6.520,98.840,1.160,9.05,0.875,bicubic -mobilevitv2_125.cvnets_in1k,256,93.480,6.520,98.840,1.160,7.48,0.888,bicubic -selecsls60b.in1k,224,93.480,6.520,98.840,1.160,32.77,0.875,bicubic -xception41.tf_in1k,299,93.480,6.520,98.740,1.260,26.97,0.903,bicubic -hrnet_w18.ms_aug_in1k,224,93.470,6.530,99.000,1.000,21.30,0.950,bilinear -wide_resnet50_2.tv_in1k,224,93.470,6.530,98.970,1.030,68.88,0.875,bilinear -repvit_m0_9.dist_450e_in1k,224,93.470,6.530,98.880,1.120,5.49,0.950,bicubic -resnext50_32x4d.tv2_in1k,176,93.470,6.530,98.670,1.330,25.03,0.875,bilinear -convnext_femto.d1_in1k,288,93.460,6.540,98.830,1.170,5.22,0.950,bicubic -vit_small_patch16_224.augreg_in1k,224,93.460,6.540,98.770,1.230,22.05,0.900,bicubic -nf_regnet_b1.ra2_in1k,256,93.450,6.550,98.850,1.150,10.22,0.900,bicubic -repvit_m0_9.dist_300e_in1k,224,93.450,6.550,98.830,1.170,5.49,0.950,bicubic -legacy_seresnet152.in1k,224,93.440,6.560,98.850,1.150,66.82,0.875,bilinear -lambda_resnet26t.c1_in1k,256,93.440,6.560,98.760,1.240,10.96,0.940,bicubic -resmlp_24_224.fb_in1k,224,93.430,6.570,98.820,1.180,30.02,0.875,bicubic -resnet50.ra_in1k,224,93.430,6.570,98.820,1.180,25.56,0.875,bicubic -lambda_resnet26rpt_256.c1_in1k,256,93.420,6.580,98.880,1.120,10.99,0.940,bicubic -dla60_res2net.in1k,224,93.420,6.580,98.840,1.160,20.85,0.875,bilinear -res2net50_26w_8s.in1k,224,93.420,6.580,98.680,1.320,48.40,0.875,bilinear -ecaresnet26t.ra2_in1k,256,93.420,6.580,98.670,1.330,16.01,0.875,bicubic -legacy_seresnext50_32x4d.in1k,224,93.410,6.590,98.810,1.190,27.56,0.875,bilinear -repvgg_b1.rvgg_in1k,224,93.410,6.590,98.770,1.230,57.42,0.875,bilinear -botnet26t_256.c1_in1k,256,93.410,6.590,98.660,1.340,12.49,0.950,bicubic -hrnet_w30.ms_in1k,224,93.400,6.600,98.830,1.170,37.71,0.875,bilinear -resnet50d.a3_in1k,224,93.400,6.600,98.750,1.250,25.58,0.950,bicubic -eca_botnext26ts_256.c1_in1k,256,93.400,6.600,98.700,1.300,10.59,0.950,bicubic -convnext_femto_ols.d1_in1k,288,93.390,6.610,98.890,1.110,5.23,0.950,bicubic -resnet50.a1h_in1k,176,93.390,6.610,98.760,1.240,25.56,0.900,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,93.380,6.620,98.880,1.120,3.05,1.000,bicubic -resnet152.a3_in1k,160,93.370,6.630,98.580,1.420,60.19,0.950,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,93.340,6.660,98.770,1.230,6.72,1.000,bicubic -seresnext26t_32x4d.bt_in1k,288,93.340,6.660,98.700,1.300,16.81,0.950,bicubic -repvit_m1.dist_in1k,224,93.340,6.660,98.660,1.340,5.49,0.950,bicubic -vit_base_patch16_224.augreg_in1k,224,93.340,6.660,98.640,1.360,86.57,0.900,bicubic -efficientvit_b1.r224_in1k,224,93.320,6.680,98.620,1.380,9.10,0.950,bicubic -regnetx_032.pycls_in1k,224,93.300,6.700,98.700,1.300,15.30,0.875,bicubic -legacy_seresnet101.in1k,224,93.290,6.710,98.750,1.250,49.33,0.875,bilinear -resnest26d.gluon_in1k,224,93.280,6.720,98.870,1.130,17.07,0.875,bilinear -dla102.in1k,224,93.280,6.720,98.790,1.210,33.27,0.875,bilinear -dpn68b.ra_in1k,224,93.280,6.720,98.530,1.470,12.61,0.950,bicubic -pit_xs_distilled_224.in1k,224,93.270,6.730,98.790,1.210,11.00,0.900,bicubic -resnet152.tv_in1k,224,93.270,6.730,98.750,1.250,60.19,0.875,bilinear -mixnet_l.ft_in1k,224,93.270,6.730,98.680,1.320,7.33,0.875,bicubic -cs3darknet_m.c2ns_in1k,288,93.240,6.760,98.710,1.290,9.31,0.950,bicubic -fbnetv3_d.ra2_in1k,224,93.230,6.770,98.670,1.330,10.31,0.950,bilinear -tf_efficientnetv2_b1.in1k,192,93.230,6.770,98.540,1.460,8.14,0.882,bicubic -dla60x.in1k,224,93.220,6.780,98.720,1.280,17.35,0.875,bilinear -tf_efficientnet_em.in1k,240,93.200,6.800,98.680,1.320,6.90,0.882,bicubic -inception_v3.tf_in1k,299,93.200,6.800,98.480,1.520,23.83,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,224,93.190,6.810,98.870,1.130,5.23,0.875,bicubic -res2net50_26w_4s.in1k,224,93.190,6.810,98.660,1.340,25.70,0.875,bilinear -mobilevit_s.cvnets_in1k,256,93.180,6.820,98.800,1.200,5.58,0.900,bicubic -vit_base_patch32_384.augreg_in1k,384,93.180,6.820,98.620,1.380,88.30,1.000,bicubic -regnety_008_tv.tv2_in1k,224,93.170,6.830,98.680,1.320,6.43,0.965,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,93.170,6.830,98.320,1.680,119.42,0.900,bicubic -res2next50.in1k,224,93.140,6.860,98.650,1.350,24.67,0.875,bilinear -ghostnetv2_160.in1k,224,93.130,6.870,98.710,1.290,12.39,0.875,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,93.130,6.870,98.660,1.340,5.29,0.900,bicubic -cs3darknet_focus_m.c2ns_in1k,288,93.120,6.880,98.750,1.250,9.30,0.950,bicubic -bat_resnext26ts.ch_in1k,256,93.120,6.880,98.720,1.280,10.73,0.900,bicubic -mobilevitv2_100.cvnets_in1k,256,93.110,6.890,98.760,1.240,4.90,0.888,bicubic -resnet50.bt_in1k,224,93.110,6.890,98.600,1.400,25.56,0.875,bicubic -repvgg_b1g4.rvgg_in1k,224,93.060,6.940,98.820,1.180,39.97,0.875,bilinear -levit_128.fb_dist_in1k,224,93.060,6.940,98.670,1.330,9.21,0.900,bicubic -regnety_016.pycls_in1k,224,93.060,6.940,98.660,1.340,11.20,0.875,bicubic -efficientnet_b1_pruned.in1k,240,93.060,6.940,98.560,1.440,6.33,0.882,bicubic -seresnext26d_32x4d.bt_in1k,288,93.050,6.950,98.710,1.290,16.81,0.950,bicubic -levit_conv_128.fb_dist_in1k,224,93.050,6.950,98.690,1.310,9.21,0.900,bicubic -tf_mixnet_l.in1k,224,93.050,6.950,98.550,1.450,7.33,0.875,bicubic -tf_efficientnetv2_b0.in1k,224,93.040,6.960,98.700,1.300,7.14,0.875,bicubic -efficientnet_b1.ft_in1k,256,93.020,6.980,98.710,1.290,7.79,1.000,bicubic -res2net50_14w_8s.in1k,224,93.020,6.980,98.700,1.300,25.06,0.875,bilinear -hardcorenas_f.miil_green_in1k,224,93.020,6.980,98.650,1.350,8.20,0.875,bilinear -resnet34.a1_in1k,288,93.020,6.980,98.590,1.410,21.80,1.000,bicubic -densenetblur121d.ra_in1k,288,93.010,6.990,98.600,1.400,8.00,0.950,bicubic -mobileone_s3.apple_in1k,224,93.000,7.000,98.610,1.390,10.17,0.900,bilinear -selecsls60.in1k,224,92.990,7.010,98.830,1.170,30.67,0.875,bicubic -hrnet_w32.ms_in1k,224,92.970,7.030,98.830,1.170,41.23,0.875,bilinear -hrnet_w18_small_v2.gluon_in1k,224,92.970,7.030,98.780,1.220,15.60,0.875,bicubic -visformer_tiny.in1k,224,92.970,7.030,98.740,1.260,10.32,0.900,bicubic -seresnext26ts.ch_in1k,288,92.970,7.030,98.710,1.290,10.39,1.000,bicubic -resnet50.a3_in1k,224,92.970,7.030,98.550,1.450,25.56,0.950,bicubic -dpn68b.mx_in1k,224,92.970,7.030,98.500,1.500,12.61,0.875,bicubic -inception_v3.tf_adv_in1k,299,92.970,7.030,98.490,1.510,23.83,0.875,bicubic -efficientnet_es.ra_in1k,224,92.960,7.040,98.690,1.310,5.44,0.875,bicubic -resnet26t.ra2_in1k,320,92.960,7.040,98.680,1.320,16.01,1.000,bicubic -densenet161.tv_in1k,224,92.950,7.050,98.800,1.200,28.68,0.875,bicubic -convnext_atto_ols.a2_in1k,288,92.950,7.050,98.660,1.340,3.70,0.950,bicubic -hardcorenas_e.miil_green_in1k,224,92.950,7.050,98.580,1.420,8.07,0.875,bilinear -tf_efficientnet_b1.in1k,240,92.940,7.060,98.660,1.340,7.79,0.882,bicubic -resnet50c.gluon_in1k,224,92.930,7.070,98.710,1.290,25.58,0.875,bicubic -fbnetv3_b.ra2_in1k,224,92.920,7.080,98.760,1.240,8.60,0.950,bilinear -convnextv2_atto.fcmae_ft_in1k,288,92.910,7.090,98.560,1.440,3.71,0.950,bicubic -poolformerv2_s12.sail_in1k,224,92.910,7.090,98.530,1.470,11.89,1.000,bicubic -pit_xs_224.in1k,224,92.900,7.100,98.790,1.210,10.62,0.900,bicubic -resnext50_32x4d.tv_in1k,224,92.900,7.100,98.730,1.270,25.03,0.875,bilinear -resnetrs50.tf_in1k,160,92.900,7.100,98.600,1.400,35.69,0.910,bicubic -inception_v3.tv_in1k,299,92.900,7.100,98.320,1.680,23.83,0.875,bicubic -resnet101.tv_in1k,224,92.890,7.110,98.650,1.350,44.55,0.875,bilinear -convnext_femto_ols.d1_in1k,224,92.880,7.120,98.690,1.310,5.23,0.875,bicubic -resmlp_12_224.fb_distilled_in1k,224,92.880,7.120,98.660,1.340,15.35,0.875,bicubic -coat_lite_tiny.in1k,224,92.880,7.120,98.650,1.350,5.72,0.900,bicubic -convnext_femto.d1_in1k,224,92.880,7.120,98.600,1.400,5.22,0.875,bicubic -resnet101.a3_in1k,160,92.880,7.120,98.520,1.480,44.55,0.950,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,92.880,7.120,98.510,1.490,24.01,0.875,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,92.860,7.140,98.440,1.560,13.31,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,92.840,7.160,98.690,1.310,6.00,0.965,bicubic -rexnet_100.nav_in1k,224,92.840,7.160,98.640,1.360,4.80,0.875,bicubic -tinynet_a.in1k,192,92.820,7.180,98.570,1.430,6.19,0.875,bicubic -gcresnext26ts.ch_in1k,288,92.810,7.190,98.610,1.390,10.48,1.000,bicubic -seresnext26ts.ch_in1k,256,92.810,7.190,98.600,1.400,10.39,0.900,bicubic -res2net50_48w_2s.in1k,224,92.810,7.190,98.450,1.550,25.29,0.875,bilinear -cs3darknet_focus_m.c2ns_in1k,256,92.800,7.200,98.600,1.400,9.30,0.887,bicubic -seresnext26t_32x4d.bt_in1k,224,92.800,7.200,98.540,1.460,16.81,0.875,bicubic -convnext_atto.d2_in1k,288,92.780,7.220,98.600,1.400,3.70,0.950,bicubic -crossvit_9_dagger_240.in1k,240,92.780,7.220,98.500,1.500,8.78,0.875,bicubic -eca_resnext26ts.ch_in1k,288,92.770,7.230,98.710,1.290,10.30,1.000,bicubic -hrnet_w18.ms_in1k,224,92.750,7.250,98.650,1.350,21.30,0.875,bilinear -densenet121.ra_in1k,288,92.750,7.250,98.630,1.370,7.98,0.950,bicubic -densenet201.tv_in1k,224,92.740,7.260,98.680,1.320,20.01,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,288,92.740,7.260,98.650,1.350,6.54,0.950,bicubic -dla60.in1k,224,92.710,7.290,98.620,1.380,22.04,0.875,bilinear -tf_efficientnet_lite2.in1k,260,92.710,7.290,98.550,1.450,6.09,0.890,bicubic -cs3darknet_m.c2ns_in1k,256,92.700,7.300,98.680,1.320,9.31,0.887,bicubic -resnet34d.ra2_in1k,224,92.680,7.320,98.450,1.550,21.82,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,92.670,7.330,98.690,1.310,6.00,0.965,bicubic -legacy_seresnet50.in1k,224,92.670,7.330,98.660,1.340,28.09,0.875,bilinear -resnet26t.ra2_in1k,256,92.670,7.330,98.600,1.400,16.01,0.940,bicubic -gmixer_24_224.ra3_in1k,224,92.670,7.330,98.240,1.760,24.72,0.875,bicubic -mobilenetv2_120d.ra_in1k,224,92.660,7.340,98.560,1.440,5.83,0.875,bicubic -repvgg_a2.rvgg_in1k,224,92.660,7.340,98.530,1.470,28.21,0.875,bilinear -mobileone_s2.apple_in1k,224,92.630,7.370,98.680,1.320,7.88,0.900,bilinear -hardcorenas_d.miil_green_in1k,224,92.620,7.380,98.480,1.520,7.50,0.875,bilinear -tf_efficientnet_b0.ap_in1k,224,92.620,7.380,98.410,1.590,5.29,0.875,bicubic -ecaresnet50t.a3_in1k,160,92.600,7.400,98.600,1.400,25.57,0.950,bicubic -regnetx_016.pycls_in1k,224,92.600,7.400,98.570,1.430,9.19,0.875,bicubic -resnet26d.bt_in1k,288,92.590,7.410,98.640,1.360,16.01,0.950,bicubic -resnet34.a2_in1k,288,92.590,7.410,98.600,1.400,21.80,1.000,bicubic -legacy_seresnext26_32x4d.in1k,224,92.590,7.410,98.450,1.550,16.79,0.875,bicubic -fastvit_t8.apple_dist_in1k,256,92.590,7.410,98.430,1.570,4.03,0.900,bicubic -resnet50.gluon_in1k,224,92.570,7.430,98.540,1.460,25.56,0.875,bicubic -skresnet34.ra_in1k,224,92.570,7.430,98.510,1.490,22.28,0.875,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,92.540,7.460,98.650,1.350,6.72,1.000,bicubic -poolformer_s12.sail_in1k,224,92.510,7.490,98.390,1.610,11.92,0.900,bicubic -selecsls42b.in1k,224,92.480,7.520,98.440,1.560,32.46,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,92.470,7.530,98.580,1.420,6.27,1.000,bicubic -efficientnet_b0.ra_in1k,224,92.460,7.540,98.680,1.320,5.29,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,92.460,7.540,98.540,1.460,16.81,0.875,bicubic -gcresnext26ts.ch_in1k,256,92.460,7.540,98.510,1.490,10.48,0.900,bicubic -regnetx_008.tv2_in1k,224,92.460,7.540,98.450,1.550,7.26,0.965,bicubic -eca_resnext26ts.ch_in1k,256,92.450,7.550,98.610,1.390,10.30,0.900,bicubic -gernet_s.idstcv_in1k,224,92.440,7.560,98.500,1.500,8.17,0.875,bilinear -resnext26ts.ra2_in1k,288,92.430,7.570,98.390,1.610,10.30,1.000,bicubic -repghostnet_150.in1k,224,92.400,7.600,98.540,1.460,6.58,0.875,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,92.400,7.600,98.520,1.480,3.05,1.000,bicubic -densenetblur121d.ra_in1k,224,92.400,7.600,98.410,1.590,8.00,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,92.390,7.610,98.480,1.520,5.29,0.875,bicubic -seresnet50.a3_in1k,224,92.380,7.620,98.330,1.670,28.09,0.950,bicubic -resnext50_32x4d.a3_in1k,160,92.350,7.650,98.360,1.640,25.03,0.950,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,92.350,7.650,98.260,1.740,5.28,0.950,bicubic -densenet169.tv_in1k,224,92.340,7.660,98.570,1.430,14.15,0.875,bicubic -efficientnet_b1.ft_in1k,224,92.340,7.660,98.360,1.640,7.79,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,92.330,7.670,98.410,1.590,24.38,0.960,bicubic -resnet34.bt_in1k,288,92.320,7.680,98.640,1.360,21.80,0.950,bicubic -hardcorenas_c.miil_green_in1k,224,92.320,7.680,98.330,1.670,5.52,0.875,bilinear -tf_efficientnet_lite1.in1k,240,92.310,7.690,98.520,1.480,5.42,0.882,bicubic -dpn68.mx_in1k,224,92.290,7.710,98.600,1.400,12.61,0.875,bicubic -resnet50d.a3_in1k,160,92.280,7.720,98.330,1.670,25.58,0.950,bicubic -tf_efficientnet_b0.in1k,224,92.270,7.730,98.560,1.440,5.29,0.875,bicubic -ghostnetv2_130.in1k,224,92.270,7.730,98.370,1.630,8.96,0.875,bicubic -mixnet_m.ft_in1k,224,92.270,7.730,98.370,1.630,5.01,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,92.260,7.740,98.370,1.630,7.14,0.875,bicubic -resnext26ts.ra2_in1k,256,92.260,7.740,98.270,1.730,10.30,0.900,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,92.250,7.750,98.480,1.520,22.88,0.900,bicubic -resnet26d.bt_in1k,224,92.230,7.770,98.470,1.530,16.01,0.875,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,92.230,7.770,98.230,1.770,5.48,0.875,bilinear -convnext_atto.d2_in1k,224,92.220,7.780,98.310,1.690,3.70,0.875,bicubic -tf_mixnet_m.in1k,224,92.200,7.800,98.420,1.580,5.01,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,224,92.190,7.810,98.360,1.640,3.71,0.875,bicubic -resnet26.bt_in1k,288,92.160,7.840,98.550,1.450,16.00,0.950,bicubic -resnet50.tv_in1k,224,92.150,7.850,98.390,1.610,25.56,0.875,bilinear -resmlp_12_224.fb_in1k,224,92.130,7.870,98.570,1.430,15.35,0.875,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,92.130,7.870,98.520,1.480,3.05,1.000,bicubic -efficientvit_m5.r224_in1k,224,92.130,7.870,98.510,1.490,12.47,0.875,bicubic -tf_efficientnet_es.in1k,224,92.100,7.900,98.430,1.570,5.44,0.875,bicubic -convnext_atto_ols.a2_in1k,224,92.100,7.900,98.380,1.620,3.70,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,92.080,7.920,98.350,1.650,4.23,0.950,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,92.080,7.920,98.350,1.650,6.27,0.900,bicubic -mobilenetv2_140.ra_in1k,224,92.080,7.920,98.270,1.730,6.11,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,224,92.010,7.990,98.520,1.480,6.54,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,92.010,7.990,98.320,1.680,2.87,0.888,bicubic -hardcorenas_b.miil_green_in1k,224,91.960,8.040,98.420,1.580,5.18,0.875,bilinear -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,91.950,8.050,98.330,1.670,5.72,0.900,bicubic -fastvit_t8.apple_in1k,256,91.940,8.060,98.410,1.590,4.03,0.900,bicubic -densenet121.ra_in1k,224,91.940,8.060,98.280,1.720,7.98,0.875,bicubic -resnet34.a1_in1k,224,91.930,8.070,98.390,1.610,21.80,0.950,bicubic -repghostnet_130.in1k,224,91.930,8.070,98.360,1.640,5.48,0.875,bicubic -regnety_008.pycls_in1k,224,91.880,8.120,98.420,1.580,6.26,0.875,bicubic -efficientformerv2_s0.snap_dist_in1k,224,91.860,8.140,98.370,1.630,3.60,0.950,bicubic -mixnet_s.ft_in1k,224,91.820,8.180,98.340,1.660,4.13,0.875,bicubic -mobileone_s1.apple_in1k,224,91.780,8.220,98.470,1.530,4.83,0.900,bilinear -resnet34.a2_in1k,224,91.770,8.230,98.260,1.740,21.80,0.950,bicubic -repvgg_b0.rvgg_in1k,224,91.710,8.290,98.460,1.540,15.82,0.875,bilinear -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,91.710,8.290,98.420,1.580,6.36,1.000,bicubic -efficientnet_es_pruned.in1k,224,91.710,8.290,98.400,1.600,5.44,0.875,bicubic -tf_mixnet_s.in1k,224,91.710,8.290,98.230,1.770,4.13,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,91.680,8.320,98.140,1.860,5.26,0.875,bilinear -semnasnet_100.rmsp_in1k,224,91.660,8.340,98.260,1.740,3.89,0.875,bicubic -resnet50.a3_in1k,160,91.660,8.340,98.060,1.940,25.56,0.950,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,91.650,8.350,98.060,1.940,5.28,0.875,bicubic -ghostnetv2_100.in1k,224,91.630,8.370,98.280,1.720,6.16,0.875,bicubic -regnety_006.pycls_in1k,224,91.600,8.400,98.420,1.580,6.06,0.875,bicubic -regnety_004.tv2_in1k,224,91.590,8.410,98.300,1.700,4.34,0.965,bicubic -edgenext_x_small.in1k,288,91.590,8.410,98.190,1.810,2.34,1.000,bicubic -levit_128s.fb_dist_in1k,224,91.580,8.420,98.420,1.580,7.78,0.900,bicubic -mobilenetv3_rw.rmsp_in1k,224,91.550,8.450,98.270,1.730,5.48,0.875,bicubic -levit_conv_128s.fb_dist_in1k,224,91.540,8.460,98.430,1.570,7.78,0.900,bicubic -legacy_seresnet34.in1k,224,91.480,8.520,98.220,1.780,21.96,0.875,bilinear -mobilenetv3_large_100.ra_in1k,224,91.470,8.530,98.320,1.680,5.48,0.875,bicubic -resnet26.bt_in1k,224,91.460,8.540,98.270,1.730,16.00,0.875,bicubic -densenet121.tv_in1k,224,91.440,8.560,98.240,1.760,7.98,0.875,bicubic -edgenext_x_small.in1k,256,91.430,8.570,98.160,1.840,2.34,0.900,bicubic -tf_mobilenetv3_large_100.in1k,224,91.410,8.590,98.240,1.760,5.48,0.875,bilinear -tf_efficientnet_lite0.in1k,224,91.360,8.640,98.090,1.910,4.65,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,91.350,8.650,98.140,1.860,4.23,0.875,bicubic -mobilenetv2_110d.ra_in1k,224,91.320,8.680,98.150,1.850,4.52,0.875,bicubic -efficientnet_lite0.ra_in1k,224,91.270,8.730,98.230,1.770,4.65,0.875,bicubic -mobilevit_xs.cvnets_in1k,256,91.270,8.730,98.220,1.780,2.32,0.900,bicubic -seresnet50.a3_in1k,160,91.270,8.730,97.950,2.050,28.09,0.950,bicubic -dla34.in1k,224,91.260,8.740,98.160,1.840,15.74,0.875,bilinear -mnasnet_100.rmsp_in1k,224,91.260,8.740,98.030,1.970,4.38,0.875,bicubic -fbnetc_100.rmsp_in1k,224,91.250,8.750,97.830,2.170,5.57,0.875,bilinear -regnetx_008.pycls_in1k,224,91.220,8.780,98.380,1.620,7.26,0.875,bicubic -resnet34.bt_in1k,224,91.200,8.800,98.200,1.800,21.80,0.875,bicubic -hrnet_w18_small_v2.ms_in1k,224,91.190,8.810,98.350,1.650,15.60,0.875,bilinear -xcit_nano_12_p8_224.fb_in1k,224,91.190,8.810,98.280,1.720,3.05,1.000,bicubic -repvgg_a1.rvgg_in1k,224,91.160,8.840,98.190,1.810,14.09,0.875,bilinear -regnetx_004_tv.tv2_in1k,224,91.160,8.840,98.100,1.900,5.50,0.965,bicubic -resnest14d.gluon_in1k,224,91.140,8.860,98.350,1.650,10.61,0.875,bilinear -deit_tiny_distilled_patch16_224.fb_in1k,224,91.130,8.870,98.270,1.730,5.91,0.900,bicubic -tinynet_b.in1k,188,91.130,8.870,98.070,1.930,3.73,0.875,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,91.120,8.880,97.410,2.590,59.88,0.875,bicubic -resnet34.gluon_in1k,224,91.110,8.890,98.180,1.820,21.80,0.875,bicubic -repghostnet_111.in1k,224,91.110,8.890,98.050,1.950,4.54,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,91.100,8.900,98.080,1.920,3.77,0.950,bicubic -crossvit_9_240.in1k,240,91.070,8.930,98.310,1.690,8.55,0.875,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,91.060,8.940,98.200,1.800,11.69,0.875,bilinear -vgg19_bn.tv_in1k,224,90.980,9.020,98.120,1.880,143.68,0.875,bilinear -resnet18d.ra2_in1k,288,90.770,9.230,98.150,1.850,11.71,0.950,bicubic -regnety_004.pycls_in1k,224,90.760,9.240,98.070,1.930,4.34,0.875,bicubic -efficientvit_m4.r224_in1k,224,90.760,9.240,98.040,1.960,8.80,0.875,bicubic -pit_ti_distilled_224.in1k,224,90.750,9.250,98.250,1.750,5.10,0.900,bicubic -regnetx_006.pycls_in1k,224,90.750,9.250,98.090,1.910,6.20,0.875,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,90.690,9.310,98.040,1.960,11.69,0.875,bilinear -spnasnet_100.rmsp_in1k,224,90.670,9.330,97.960,2.040,4.42,0.875,bilinear -repghostnet_100.in1k,224,90.660,9.340,98.110,1.890,4.07,0.875,bicubic -convit_tiny.fb_in1k,224,90.580,9.420,98.200,1.800,5.71,0.875,bicubic -vit_base_patch32_224.augreg_in1k,224,90.580,9.420,97.740,2.260,88.22,0.900,bicubic -crossvit_tiny_240.in1k,240,90.540,9.460,97.960,2.040,7.01,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,90.540,9.460,97.820,2.180,3.77,0.875,bicubic -vgg16_bn.tv_in1k,224,90.520,9.480,97.990,2.010,138.37,0.875,bilinear -ghostnet_100.in1k,224,90.470,9.530,97.930,2.070,5.18,0.875,bicubic -pit_ti_224.in1k,224,90.450,9.550,98.010,1.990,4.85,0.900,bicubic -tf_mobilenetv3_large_075.in1k,224,90.330,9.670,97.860,2.140,3.99,0.875,bilinear -hrnet_w18_small.gluon_in1k,224,90.310,9.690,97.760,2.240,13.19,0.875,bicubic -resnet34.a3_in1k,224,90.300,9.700,97.890,2.110,21.80,0.950,bicubic -resnet34.tv_in1k,224,90.290,9.710,97.970,2.030,21.80,0.875,bilinear -semnasnet_075.rmsp_in1k,224,90.280,9.720,97.930,2.070,2.91,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,90.260,9.740,98.090,1.910,3.77,0.950,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,90.210,9.790,97.760,2.240,3.05,1.000,bicubic -resnet18.a1_in1k,288,90.190,9.810,97.780,2.220,11.69,1.000,bicubic -skresnet18.ra_in1k,224,90.170,9.830,97.780,2.220,11.96,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,90.130,9.870,97.980,2.020,3.77,0.875,bicubic -efficientvit_m3.r224_in1k,224,90.060,9.940,97.830,2.170,6.90,0.875,bicubic -resnet18d.ra2_in1k,224,90.020,9.980,97.840,2.160,11.71,0.875,bicubic -hrnet_w18_small.ms_in1k,224,89.880,10.120,97.890,2.110,13.19,0.875,bilinear -mobilenetv2_100.ra_in1k,224,89.880,10.120,97.820,2.180,3.50,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,89.880,10.120,97.600,2.400,88.22,0.900,bicubic -repvgg_a0.rvgg_in1k,224,89.810,10.190,97.790,2.210,9.11,0.875,bilinear -edgenext_xx_small.in1k,288,89.810,10.190,97.500,2.500,1.33,1.000,bicubic -vgg19.tv_in1k,224,89.700,10.300,97.530,2.470,143.67,0.875,bilinear -deit_tiny_patch16_224.fb_in1k,224,89.640,10.360,97.960,2.040,5.72,0.900,bicubic -resnet18.a2_in1k,288,89.540,10.460,97.660,2.340,11.69,1.000,bicubic -regnetx_004.pycls_in1k,224,89.490,10.510,97.820,2.180,5.16,0.875,bicubic -repghostnet_080.in1k,224,89.470,10.530,97.440,2.560,3.28,0.875,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,89.410,10.590,97.700,2.300,6.34,0.900,bicubic -vgg16.tv_in1k,224,89.400,10.600,97.500,2.500,138.36,0.875,bilinear -legacy_seresnet18.in1k,224,89.290,10.710,97.710,2.290,11.78,0.875,bicubic -edgenext_xx_small.in1k,256,89.260,10.740,97.250,2.750,1.33,0.900,bicubic -resnet14t.c3_in1k,224,89.240,10.760,97.450,2.550,10.08,0.950,bicubic -vgg13_bn.tv_in1k,224,89.230,10.770,97.520,2.480,133.05,0.875,bilinear -tf_mobilenetv3_large_minimal_100.in1k,224,89.200,10.800,97.290,2.710,3.92,0.875,bilinear -resnet18.a1_in1k,224,89.150,10.850,97.330,2.670,11.69,0.950,bicubic -mobilevitv2_050.cvnets_in1k,256,89.060,10.940,97.590,2.410,1.37,0.888,bicubic -pvt_v2_b0.in1k,224,88.990,11.010,97.680,2.320,3.67,0.900,bicubic -efficientvit_m2.r224_in1k,224,88.940,11.060,97.350,2.650,4.19,0.875,bicubic -lcnet_100.ra2_in1k,224,88.920,11.080,97.370,2.630,2.95,0.875,bicubic -xcit_nano_12_p16_224.fb_in1k,224,88.900,11.100,97.440,2.560,3.05,1.000,bicubic -mobileone_s0.apple_in1k,224,88.780,11.220,97.230,2.770,5.29,0.875,bilinear -resnet18.gluon_in1k,224,88.690,11.310,97.110,2.890,11.69,0.875,bicubic -resnet34.a3_in1k,160,88.650,11.350,97.370,2.630,21.80,0.950,bicubic -resnet14t.c3_in1k,176,88.470,11.530,96.950,3.050,10.08,0.875,bicubic -tinynet_c.in1k,184,88.420,11.580,97.270,2.730,2.46,0.875,bicubic -vgg11_bn.tv_in1k,224,88.410,11.590,97.280,2.720,132.87,0.875,bilinear -efficientvit_b0.r224_in1k,224,88.270,11.730,96.880,3.120,3.41,0.950,bicubic -regnety_002.pycls_in1k,224,88.210,11.790,97.430,2.570,3.16,0.875,bicubic -resnet18.a2_in1k,224,88.210,11.790,97.180,2.820,11.69,0.950,bicubic -resnet18.tv_in1k,224,88.200,11.800,97.110,2.890,11.69,0.875,bilinear -mobilevit_xxs.cvnets_in1k,256,87.970,12.030,97.190,2.810,1.27,0.900,bicubic -vgg13.tv_in1k,224,87.550,12.450,97.120,2.880,133.05,0.875,bilinear -vgg11.tv_in1k,224,87.340,12.660,97.130,2.870,132.86,0.875,bilinear -regnetx_002.pycls_in1k,224,87.340,12.660,96.980,3.020,2.68,0.875,bicubic -efficientvit_m1.r224_in1k,224,87.190,12.810,97.000,3.000,2.98,0.875,bicubic -repghostnet_058.in1k,224,87.190,12.810,96.710,3.290,2.55,0.875,bicubic -dla60x_c.in1k,224,87.110,12.890,97.150,2.850,1.32,0.875,bilinear -resnet18.a3_in1k,224,87.020,12.980,96.670,3.330,11.69,0.950,bicubic -lcnet_075.ra2_in1k,224,87.010,12.990,96.550,3.450,2.36,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,87.000,13.000,94.020,5.980,208.20,0.875,bicubic -resnet10t.c3_in1k,224,86.710,13.290,96.730,3.270,5.44,0.950,bicubic -mobilenetv3_small_100.lamb_in1k,224,86.200,13.800,96.470,3.530,2.54,0.875,bicubic -tf_mobilenetv3_small_100.in1k,224,86.010,13.990,96.390,3.610,2.54,0.875,bilinear -repghostnet_050.in1k,224,85.560,14.440,96.110,3.890,2.31,0.875,bicubic -resnet10t.c3_in1k,176,85.490,14.510,96.290,3.710,5.44,0.875,bicubic -mnasnet_small.lamb_in1k,224,85.490,14.510,95.970,4.030,2.03,0.875,bicubic -tinynet_d.in1k,152,85.480,14.520,96.020,3.980,2.34,0.875,bicubic -dla46x_c.in1k,224,85.450,14.550,96.450,3.550,1.07,0.875,bilinear -resnet18.a3_in1k,160,85.040,14.960,95.940,4.060,11.69,0.950,bicubic -mobilenetv2_050.lamb_in1k,224,84.990,15.010,95.640,4.360,1.97,0.875,bicubic -dla46_c.in1k,224,84.720,15.280,96.210,3.790,1.30,0.875,bilinear -tf_mobilenetv3_small_075.in1k,224,84.520,15.480,95.790,4.210,2.04,0.875,bilinear -mobilenetv3_small_075.lamb_in1k,224,84.140,15.860,95.500,4.500,2.04,0.875,bicubic -efficientvit_m0.r224_in1k,224,83.340,16.660,95.630,4.370,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,83.130,16.870,94.950,5.050,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,82.640,17.360,94.990,5.010,2.04,0.875,bilinear -tinynet_e.in1k,106,79.840,20.160,94.000,6.000,2.04,0.875,bicubic -mobilenetv3_small_050.lamb_in1k,224,78.090,21.910,93.040,6.960,1.59,0.875,bicubic -test_efficientnet.r160_in1k,160,67.700,32.300,88.400,11.600,0.36,0.875,bicubic -test_byobnet.r160_in1k,160,67.360,32.640,88.390,11.610,0.46,0.875,bicubic -test_vit.r160_in1k,160,63.990,36.010,87.680,12.320,0.37,0.875,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.16,1.84,99.88,0.12,305.08,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.03,1.97,99.89,0.11,305.08,1.0,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.02,1.98,99.9,0.1,1013.01,1.0,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,97.99,2.01,99.86,0.14,1014.45,1.0,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,97.9,2.1,99.88,0.12,304.53,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,97.86,2.14,99.77,0.23,305.08,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,97.86,2.14,99.9,0.1,660.29,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,97.86,2.14,99.79,0.21,1013.01,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,97.82,2.18,99.83,0.17,305.08,1.0,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,97.82,2.18,99.85,0.15,304.53,1.0,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,97.82,2.18,99.76,0.24,429.38,1.0,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,97.81,2.19,99.79,0.21,305.0,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,97.81,2.19,99.86,0.14,660.29,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,97.77,2.23,99.89,0.11,480.31,0.96,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,97.77,2.23,99.81,0.19,305.67,1.0,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,97.77,2.23,99.85,0.15,119.88,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,97.77,2.23,99.81,0.19,480.31,0.936,bicubic +regnety_1280.swag_ft_in1k,384,97.77,2.23,99.86,0.14,644.81,1.0,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,97.77,2.23,99.81,0.19,846.47,1.0,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,97.77,2.23,99.85,0.15,475.32,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,97.76,2.24,99.79,0.21,304.43,0.95,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,97.76,2.24,99.82,0.18,475.77,1.0,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,97.72,2.28,99.77,0.23,414.14,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,97.71,2.29,99.76,0.24,87.12,1.0,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,97.67,2.33,99.82,0.18,212.03,1.0,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,97.66,2.34,99.73,0.27,212.33,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,97.65,2.35,99.86,0.14,98.75,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,97.65,2.35,99.8,0.2,197.96,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,97.64,2.36,99.73,0.27,304.2,1.0,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.62,2.38,99.76,0.24,632.46,1.0,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,97.62,2.38,99.73,0.27,304.53,1.0,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,97.61,2.39,99.81,0.19,304.14,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,97.6,2.4,99.82,0.18,87.12,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,97.58,2.42,99.78,0.22,350.2,1.0,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,97.58,2.42,99.71,0.29,304.76,1.0,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,97.58,2.42,99.71,0.29,1012.56,0.9,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,97.56,2.44,99.76,0.24,119.65,1.0,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,97.55,2.45,99.78,0.22,136.5,1.0,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,97.55,2.45,99.75,0.25,136.33,1.0,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,97.53,2.47,99.79,0.21,304.14,1.0,bicubic +beit_large_patch16_224.in22k_ft_in22k_in1k,224,97.5,2.5,99.68,0.32,304.43,0.9,bicubic +convnext_xlarge.fb_in22k_ft_in1k,288,97.48,2.52,99.82,0.18,350.2,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,97.47,2.53,99.76,0.24,200.13,1.0,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.47,2.53,99.76,0.24,116.09,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.46,2.54,99.78,0.22,304.53,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,97.45,2.55,99.69,0.31,304.2,1.0,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,97.45,2.55,99.72,0.28,304.57,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,97.45,2.55,99.75,0.25,99.88,1.0,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,97.43,2.57,99.76,0.24,101.66,1.0,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,97.43,2.57,99.78,0.22,304.72,1.0,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,97.43,2.57,99.78,0.22,134.42,1.0,bicubic +regnety_1280.swag_lc_in1k,224,97.42,2.58,99.73,0.27,644.81,0.965,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.41,2.59,99.77,0.23,64.27,1.0,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,97.39,2.61,99.69,0.31,304.57,1.0,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,97.39,2.61,99.73,0.27,200.13,1.0,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.39,2.61,99.74,0.26,304.2,1.0,bicubic +regnety_320.swag_ft_in1k,384,97.39,2.61,99.76,0.24,145.05,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k,224,97.38,2.62,99.83,0.17,98.75,1.0,bicubic +convnextv2_base.fcmae_ft_in22k_in1k_384,384,97.37,2.63,99.71,0.29,88.72,1.0,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,97.36,2.64,99.73,0.27,149.39,1.0,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,97.36,2.64,99.68,0.32,57.05,1.0,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,97.36,2.64,99.78,0.22,56.2,1.0,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,97.36,2.64,99.71,0.29,73.88,1.0,bicubic +beit_base_patch16_384.in22k_ft_in22k_in1k,384,97.35,2.65,99.71,0.29,86.74,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,288,97.34,2.66,99.76,0.24,197.96,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.34,2.66,99.8,0.2,632.05,1.0,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,97.33,2.67,99.75,0.25,197.77,1.0,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.33,2.67,99.76,0.24,93.59,0.95,bicubic +deit3_large_patch16_224.fb_in22k_ft_in1k,224,97.32,2.68,99.68,0.32,304.37,1.0,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,512,97.32,2.68,99.6,0.4,208.12,1.0,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.32,2.68,99.72,0.28,116.14,1.0,bicubic 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+deit_base_distilled_patch16_224.fb_in1k,224,95.77,4.23,99.28,0.72,87.34,0.9,bicubic +regnetv_040.ra3_in1k,288,95.77,4.23,99.39,0.61,20.64,1.0,bicubic +xcit_small_12_p16_224.fb_dist_in1k,224,95.76,4.24,99.3,0.7,26.25,1.0,bicubic +hrnet_w18_ssld.paddle_in1k,288,95.76,4.24,99.33,0.67,21.3,1.0,bilinear +tf_efficientnetv2_s.in1k,384,95.76,4.24,99.41,0.59,21.46,1.0,bicubic +naflexvit_base_patch16_gap.e300_s576_in1k,384,95.76,4.24,99.13,0.87,86.63,1.0,bicubic +regnetz_040.ra3_in1k,256,95.76,4.24,99.41,0.59,27.12,1.0,bicubic +mambaout_small.in1k,224,95.75,4.25,99.26,0.74,48.49,1.0,bicubic +resnet101d.ra2_in1k,320,95.75,4.25,99.44,0.56,44.57,1.0,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,288,95.75,4.25,99.47,0.53,11.22,1.0,bicubic +hgnetv2_b3.ssld_stage1_in22k_in1k,224,95.75,4.25,99.45,0.55,16.29,0.965,bicubic +twins_pcpvt_large.in1k,224,95.74,4.26,99.48,0.52,60.99,0.9,bicubic +maxvit_tiny_rw_224.sw_in1k,224,95.74,4.26,99.17,0.83,29.06,0.95,bicubic 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+resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,95.66,4.34,99.45,0.55,25.03,0.875,bilinear +cait_s24_224.fb_dist_in1k,224,95.65,4.35,99.38,0.62,46.92,1.0,bicubic +resnet200d.ra2_in1k,256,95.65,4.35,99.31,0.69,64.69,0.95,bicubic +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,95.65,4.35,99.19,0.81,86.63,1.0,bicubic +mambaout_tiny.in1k,288,95.64,4.36,99.25,0.75,26.55,1.0,bicubic +ecaresnet101d.miil_in1k,288,95.64,4.36,99.36,0.64,44.57,0.95,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,320,95.63,4.37,99.45,0.55,38.61,1.0,bicubic +focalnet_small_srf.ms_in1k,224,95.63,4.37,99.3,0.7,49.89,0.9,bicubic +resnetv2_101.a1h_in1k,288,95.63,4.37,99.37,0.63,44.54,1.0,bicubic +efficientformer_l7.snap_dist_in1k,224,95.62,4.38,99.45,0.55,82.23,0.95,bicubic +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,95.62,4.38,99.4,0.6,11.07,0.95,bicubic +coatnet_1_rw_224.sw_in1k,224,95.62,4.38,99.22,0.78,41.72,0.95,bicubic +fastvit_sa36.apple_in1k,256,95.62,4.38,99.32,0.68,31.53,0.9,bicubic 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+tf_efficientnet_b2.ns_jft_in1k,260,95.51,4.49,99.34,0.66,9.11,0.89,bicubic +tf_efficientnet_b4.ap_in1k,380,95.5,4.5,99.38,0.62,19.34,0.922,bicubic +tf_efficientnet_b4.in1k,380,95.5,4.5,99.28,0.72,19.34,0.922,bicubic +regnetv_064.ra3_in1k,224,95.49,4.51,99.33,0.67,30.58,0.95,bicubic +twins_pcpvt_base.in1k,224,95.49,4.51,99.37,0.63,43.83,0.9,bicubic +maxvit_nano_rw_256.sw_in1k,256,95.48,4.52,99.13,0.87,15.45,0.95,bicubic +xcit_tiny_24_p8_224.fb_dist_in1k,224,95.48,4.52,99.31,0.69,12.11,1.0,bicubic +pvt_v2_b3.in1k,224,95.48,4.52,99.33,0.67,45.24,0.9,bicubic +cs3edgenet_x.c2_in1k,288,95.48,4.52,99.29,0.71,47.82,1.0,bicubic +regnety_032.ra_in1k,288,95.47,4.53,99.32,0.68,19.44,1.0,bicubic +xcit_tiny_24_p16_384.fb_dist_in1k,384,95.47,4.53,99.35,0.65,12.12,1.0,bicubic +regnety_040.ra3_in1k,288,95.45,4.55,99.41,0.59,20.65,1.0,bicubic +xcit_small_12_p8_224.fb_in1k,224,95.45,4.55,99.19,0.81,26.21,1.0,bicubic +xcit_tiny_12_p8_384.fb_dist_in1k,384,95.45,4.55,99.34,0.66,6.71,1.0,bicubic 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+tf_mobilenetv3_large_100.in1k,224,91.41,8.59,98.23,1.77,5.48,0.875,bilinear +tf_efficientnet_lite0.in1k,224,91.36,8.64,98.09,1.91,4.65,0.875,bicubic +mobilenetv1_100.ra4_e3600_r224_in1k,224,91.36,8.64,98.13,1.87,4.23,0.875,bicubic +mobilenetv2_110d.ra_in1k,224,91.32,8.68,98.15,1.85,4.52,0.875,bicubic +seresnet50.a3_in1k,160,91.27,8.73,97.95,2.05,28.09,0.95,bicubic +resnetv2_18d.ra4_e3600_r224_in1k,224,91.27,8.73,98.14,1.86,11.71,0.9,bicubic +mobilevit_xs.cvnets_in1k,256,91.27,8.73,98.22,1.78,2.32,0.9,bicubic +efficientnet_lite0.ra_in1k,224,91.27,8.73,98.23,1.77,4.65,0.875,bicubic +dla34.in1k,224,91.26,8.74,98.16,1.84,15.74,0.875,bilinear +mnasnet_100.rmsp_in1k,224,91.26,8.74,98.03,1.97,4.38,0.875,bicubic +fbnetc_100.rmsp_in1k,224,91.25,8.75,97.83,2.17,5.57,0.875,bilinear +resnet34.bt_in1k,224,91.23,8.77,98.21,1.79,21.8,0.875,bicubic +regnetx_008.pycls_in1k,224,91.22,8.78,98.38,1.62,7.26,0.875,bicubic +shvit_s2.in1k,224,91.21,8.79,98.24,1.76,11.48,0.875,bicubic +hrnet_w18_small_v2.ms_in1k,224,91.19,8.81,98.35,1.65,15.6,0.875,bilinear +xcit_nano_12_p8_224.fb_in1k,224,91.19,8.81,98.28,1.72,3.05,1.0,bicubic +repvgg_a1.rvgg_in1k,224,91.16,8.84,98.19,1.81,14.09,0.875,bilinear +starnet_s2.in1k,224,91.15,8.85,98.32,1.68,3.68,0.875,bicubic +resnest14d.gluon_in1k,224,91.14,8.86,98.35,1.65,10.61,0.875,bilinear +deit_tiny_distilled_patch16_224.fb_in1k,224,91.13,8.87,98.27,1.73,5.91,0.9,bicubic +regnetx_004_tv.tv2_in1k,224,91.12,8.88,98.07,1.93,5.5,0.965,bicubic +mixer_b16_224.goog_in21k_ft_in1k,224,91.12,8.88,97.41,2.59,59.88,0.875,bicubic +tinynet_b.in1k,188,91.12,8.88,98.08,1.92,3.73,0.875,bicubic +repghostnet_111.in1k,224,91.11,8.89,98.05,1.95,4.54,0.875,bicubic +resnet34.gluon_in1k,224,91.11,8.89,98.18,1.82,21.8,0.875,bicubic +mobilenetv4_conv_small.e2400_r224_in1k,256,91.1,8.9,98.08,1.92,3.77,0.95,bicubic +crossvit_9_240.in1k,240,91.08,8.92,98.31,1.69,8.55,0.875,bicubic +resnet18.fb_swsl_ig1b_ft_in1k,224,91.06,8.94,98.2,1.8,11.69,0.875,bilinear 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+mobilenetv4_conv_small.e1200_r224_in1k,256,90.27,9.73,98.1,1.9,3.77,0.95,bicubic +xcit_nano_12_p16_224.fb_dist_in1k,224,90.2,9.8,97.76,2.24,3.05,1.0,bicubic +resnet18.a1_in1k,288,90.19,9.81,97.78,2.22,11.69,1.0,bicubic +resnetv2_18.ra4_e3600_r224_in1k,224,90.18,9.82,97.73,2.27,11.69,0.9,bicubic +skresnet18.ra_in1k,224,90.17,9.83,97.78,2.22,11.96,0.875,bicubic +mobilenetv4_conv_small.e1200_r224_in1k,224,90.12,9.88,97.98,2.02,3.77,0.875,bicubic +efficientvit_m3.r224_in1k,224,90.05,9.95,97.87,2.13,6.9,0.875,bicubic +convnext_zepto_rms.ra4_e3600_r224_in1k,224,90.04,9.96,97.93,2.07,2.16,0.875,bicubic +resnet18d.ra2_in1k,224,90.02,9.98,97.84,2.16,11.71,0.875,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,89.95,10.05,97.63,2.37,3.27,0.887,bicubic +vit_base_patch32_224.sam_in1k,224,89.89,10.11,97.6,2.4,88.22,0.9,bicubic +hrnet_w18_small.ms_in1k,224,89.88,10.12,97.89,2.11,13.19,0.875,bilinear +mobilenetv2_100.ra_in1k,224,89.86,10.14,97.84,2.16,3.5,0.875,bicubic 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+efficientvit_b0.r224_in1k,224,88.25,11.75,96.88,3.12,3.41,0.95,bicubic +resnet18.a2_in1k,224,88.21,11.79,97.18,2.82,11.69,0.95,bicubic +resnet18.tv_in1k,224,88.2,11.8,97.11,2.89,11.69,0.875,bilinear +regnety_002.pycls_in1k,224,88.2,11.8,97.34,2.66,3.16,0.875,bicubic +mobilevit_xxs.cvnets_in1k,256,87.97,12.03,97.2,2.8,1.27,0.9,bicubic +vgg13.tv_in1k,224,87.56,12.44,97.12,2.88,133.05,0.875,bilinear +regnetx_002.pycls_in1k,224,87.35,12.65,96.99,3.01,2.68,0.875,bicubic +vgg11.tv_in1k,224,87.34,12.66,97.13,2.87,132.86,0.875,bilinear +repghostnet_058.in1k,224,87.19,12.81,96.71,3.29,2.55,0.875,bicubic +efficientvit_m1.r224_in1k,224,87.19,12.81,97.0,3.0,2.98,0.875,bicubic +dla60x_c.in1k,224,87.11,12.89,97.15,2.85,1.32,0.875,bilinear +resnet18.a3_in1k,224,87.05,12.95,96.67,3.33,11.69,0.95,bicubic +lcnet_075.ra2_in1k,224,87.01,12.99,96.55,3.45,2.36,0.875,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,87.0,13.0,94.02,5.98,208.2,0.875,bicubic +resnet10t.c3_in1k,224,86.71,13.29,96.73,3.27,5.44,0.95,bicubic +mobilenetv3_small_100.lamb_in1k,224,86.19,13.81,96.45,3.55,2.54,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,86.01,13.99,96.39,3.61,2.54,0.875,bilinear +repghostnet_050.in1k,224,85.56,14.44,96.11,3.89,2.31,0.875,bicubic +resnet10t.c3_in1k,176,85.49,14.51,96.29,3.71,5.44,0.875,bicubic +mnasnet_small.lamb_in1k,224,85.49,14.51,95.98,4.02,2.03,0.875,bicubic +tinynet_d.in1k,152,85.48,14.52,96.02,3.98,2.34,0.875,bicubic +dla46x_c.in1k,224,85.48,14.52,96.46,3.54,1.07,0.875,bilinear +resnet18.a3_in1k,160,85.04,14.96,95.94,4.06,11.69,0.95,bicubic +mobilenetv2_050.lamb_in1k,224,84.94,15.06,95.67,4.33,1.97,0.875,bicubic +dla46_c.in1k,224,84.74,15.26,96.21,3.79,1.3,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,256,84.67,15.33,96.14,3.86,2.24,0.95,bicubic +tf_mobilenetv3_small_075.in1k,224,84.52,15.48,95.79,4.21,2.04,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,224,84.23,15.77,95.72,4.28,2.24,0.875,bicubic +mobilenetv3_small_075.lamb_in1k,224,84.14,15.86,95.5,4.5,2.04,0.875,bicubic +efficientvit_m0.r224_in1k,224,83.34,16.66,95.63,4.37,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,83.13,16.87,94.95,5.05,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,82.64,17.36,94.99,5.01,2.04,0.875,bilinear +tinynet_e.in1k,106,79.84,20.16,94.0,6.0,2.04,0.875,bicubic +test_vit3.r160_in1k,160,79.05,20.95,93.77,6.23,0.93,0.95,bicubic +mobilenetv3_small_050.lamb_in1k,224,78.09,21.91,93.01,6.99,1.59,0.875,bicubic +test_convnext2.r160_in1k,160,75.86,24.14,92.81,7.19,0.48,0.95,bicubic +test_convnext3.r160_in1k,160,75.64,24.36,92.86,7.14,0.47,0.95,bicubic +test_convnext.r160_in1k,160,70.43,29.57,90.96,9.04,0.27,0.95,bicubic +test_nfnet.r160_in1k,160,70.18,29.82,89.87,10.13,0.38,0.95,bicubic +test_efficientnet_evos.r160_in1k,160,68.06,31.94,88.25,11.75,0.36,0.95,bicubic +test_efficientnet.r160_in1k,160,67.62,32.38,88.5,11.5,0.36,0.95,bicubic +test_byobnet.r160_in1k,160,67.52,32.48,88.71,11.29,0.46,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,66.03,33.97,87.68,12.32,0.36,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,65.76,34.24,87.86,12.14,0.36,0.95,bicubic +test_vit2.r160_in1k,160,65.76,34.24,88.21,11.79,0.46,0.95,bicubic +test_resnet.r160_in1k,160,64.6,35.4,86.96,13.04,0.47,0.95,bilinear +test_vit.r160_in1k,160,63.98,36.02,87.17,12.83,0.37,0.95,bicubic +resmlp_12_224.fb_dino,224,0.69,99.31,2.78,97.22,15.35,0.875,bicubic +resmlp_24_224.fb_dino,224,0.53,99.47,3.52,96.48,30.02,0.875,bicubic diff --git a/results/results-imagenet-r.csv b/results/results-imagenet-r.csv index c29d3ae704..1f73aa8703 100644 --- a/results/results-imagenet-r.csv +++ b/results/results-imagenet-r.csv @@ -1,1446 +1,1559 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.617,9.383,97.913,2.087,846.47,1.000,bicubic,-7.153,-1.897,+15 -eva_giant_patch14_336.clip_ft_in1k,336,90.517,9.483,97.213,2.787,"1,013.01",1.000,bicubic,-7.343,-2.577,+6 -eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.477,9.523,97.277,2.723,305.08,1.000,bicubic,-7.343,-2.573,+7 -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.247,9.753,97.177,2.823,305.08,1.000,bicubic,-7.783,-2.713,-2 -eva_giant_patch14_224.clip_ft_in1k,224,89.837,10.163,97.023,2.977,"1,012.56",0.900,bicubic,-7.733,-2.687,+30 -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,88.620,11.380,95.947,4.053,"1,013.01",1.000,bicubic,-9.400,-3.953,-3 -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,88.413,11.587,95.630,4.370,"1,014.45",1.000,bicubic,-9.577,-4.230,-3 -regnety_1280.swag_ft_in1k,384,88.313,11.687,96.490,3.510,644.81,1.000,bicubic,-9.447,-3.300,+10 -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,87.833,12.167,95.503,4.497,305.08,1.000,bicubic,-10.327,-4.377,-8 -eva02_large_patch14_448.mim_in22k_ft_in1k,448,87.530,12.470,95.757,4.243,305.08,1.000,bicubic,-10.330,-4.043,-3 -regnety_1280.swag_lc_in1k,224,86.943,13.057,95.730,4.270,644.81,0.965,bicubic,-10.477,-4.010,+34 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,84.577,15.423,94.400,5.600,200.13,1.000,bicubic,-12.813,-5.340,+37 -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,83.973,16.027,93.903,6.097,304.53,1.000,bicubic,-13.647,-5.907,+17 -vit_large_patch14_clip_336.laion2b_ft_in1k,336,83.650,16.350,93.487,6.513,304.53,1.000,bicubic,-13.590,-6.233,+66 -eva_large_patch14_336.in22k_ft_in1k,336,83.527,16.473,93.143,6.857,304.53,1.000,bicubic,-14.293,-6.687,-6 -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,83.273,16.727,93.123,6.877,632.05,1.000,bicubic,-13.837,-6.577,+89 -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,83.063,16.937,92.867,7.133,632.46,1.000,bicubic,-14.557,-6.893,+12 -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,82.963,17.037,92.657,7.343,632.05,1.000,bicubic,-14.387,-7.143,+38 -vit_large_patch14_clip_224.openai_ft_in1k,224,82.397,17.603,92.967,7.033,304.20,1.000,bicubic,-15.053,-6.783,+24 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,82.273,17.727,92.437,7.563,200.13,1.000,bicubic,-15.197,-7.323,+19 -vit_large_patch14_clip_224.laion2b_ft_in1k,224,81.697,18.303,92.240,7.760,304.20,1.000,bicubic,-15.333,-7.370,+102 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,81.467,18.533,92.060,7.940,200.13,1.000,bicubic,-15.823,-7.680,+47 -regnety_320.swag_lc_in1k,224,81.460,18.540,93.313,6.687,145.05,0.965,bicubic,-15.400,-6.347,+136 -eva_large_patch14_196.in22k_ft_in1k,196,81.297,18.703,91.553,8.447,304.14,1.000,bicubic,-16.233,-8.237,+12 -regnety_320.swag_ft_in1k,384,81.263,18.737,92.720,7.280,145.05,1.000,bicubic,-16.137,-7.040,+22 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,80.990,19.010,91.943,8.057,200.13,1.000,bicubic,-16.140,-7.737,+75 -eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.093,19.907,89.333,10.667,304.53,1.000,bicubic,-17.807,-10.547,-22 -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,79.520,20.480,89.243,10.757,468.53,0.875,bilinear,-17.270,-10.287,+151 -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,78.897,21.103,88.460,11.540,194.03,0.875,bilinear,-17.583,-11.020,+230 -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,78.730,21.270,89.010,10.990,304.20,1.000,bicubic,-18.910,-10.720,-3 -eva_large_patch14_196.in22k_ft_in22k_in1k,196,78.510,21.490,88.323,11.677,304.14,1.000,bicubic,-19.110,-11.407,-3 -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.497,21.503,88.580,11.420,304.53,1.000,bicubic,-18.963,-11.200,+9 -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.293,21.707,88.787,11.213,304.20,1.000,bicubic,-19.097,-10.943,+15 -regnety_160.swag_lc_in1k,224,78.223,21.777,91.697,8.303,83.59,0.965,bicubic,-18.207,-8.063,+237 -regnety_160.swag_ft_in1k,384,77.717,22.283,90.713,9.287,83.59,1.000,bicubic,-19.453,-9.067,+61 -eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.533,22.467,89.323,10.677,87.12,1.000,bicubic,-20.177,-10.437,-14 -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.430,22.570,88.423,11.577,87.12,1.000,bicubic,-20.170,-11.397,-6 -tf_efficientnet_l2.ns_jft_in1k_475,475,76.350,23.650,88.520,11.480,480.31,0.936,bicubic,-21.420,-11.370,-21 -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.303,23.697,87.063,12.937,304.43,0.950,bicubic,-21.457,-12.787,-18 -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,76.220,23.780,87.740,12.260,194.03,0.875,bilinear,-20.050,-11.750,+277 -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,75.970,24.030,86.617,13.383,660.29,1.000,bicubic,-21.890,-13.293,-35 -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,75.873,24.127,86.257,13.743,88.79,0.875,bilinear,-20.077,-13.113,+377 -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,75.837,24.163,86.933,13.067,660.29,1.000,bicubic,-21.973,-12.927,-31 -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.590,24.410,87.037,12.963,88.79,0.875,bilinear,-20.680,-12.553,+272 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,75.207,24.793,88.483,11.517,88.59,1.000,bicubic,-21.853,-11.107,+72 -convnext_base.clip_laiona_augreg_ft_in1k_384,384,75.163,24.837,88.520,11.480,88.59,1.000,bicubic,-21.697,-11.170,+114 -tf_efficientnet_l2.ns_jft_in1k,800,74.590,25.410,87.487,12.513,480.31,0.960,bicubic,-23.180,-12.323,-34 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,73.703,26.297,87.303,12.697,88.59,1.000,bicubic,-23.097,-12.337,+126 -convnext_base.clip_laion2b_augreg_ft_in1k,256,73.447,26.553,87.200,12.800,88.59,1.000,bicubic,-23.133,-12.440,+177 -beit_large_patch16_384.in22k_ft_in22k_in1k,384,73.187,26.813,84.807,15.193,305.00,1.000,bicubic,-24.633,-14.983,-39 -beit_large_patch16_512.in22k_ft_in22k_in1k,512,73.047,26.953,84.940,15.060,305.67,1.000,bicubic,-24.723,-14.910,-36 -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,72.703,27.297,85.193,14.807,44.18,0.875,bilinear,-23.377,-14.327,+319 -maxvit_xlarge_tf_512.in21k_ft_in1k,512,71.903,28.097,83.030,16.970,475.77,1.000,bicubic,-25.857,-16.830,-33 -maxvit_xlarge_tf_384.in21k_ft_in1k,384,71.777,28.223,82.813,17.187,475.32,1.000,bicubic,-25.983,-17.007,-35 -beit_large_patch16_224.in22k_ft_in22k_in1k,224,71.033,28.967,83.313,16.687,304.43,0.900,bicubic,-26.467,-16.367,-18 -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.843,29.157,82.207,17.793,632.13,1.000,bicubic,-26.407,-17.513,+19 -deit3_large_patch16_384.fb_in22k_ft_in1k,384,70.620,29.380,82.403,17.597,304.76,1.000,bicubic,-26.960,-17.377,-24 -vit_base_patch16_clip_384.laion2b_ft_in1k,384,70.597,29.403,83.703,16.297,86.86,1.000,bicubic,-26.323,-15.967,+86 -beitv2_large_patch16_224.in1k_ft_in1k,224,70.437,29.563,83.407,16.593,304.43,0.950,bicubic,-26.853,-16.333,+9 -caformer_b36.sail_in22k_ft_in1k_384,384,70.433,29.567,82.413,17.587,98.75,1.000,bicubic,-27.217,-17.447,-35 -maxvit_base_tf_512.in21k_ft_in1k,512,70.433,29.567,81.620,18.380,119.88,1.000,bicubic,-27.337,-18.190,-47 -maxvit_large_tf_512.in21k_ft_in1k,512,70.357,29.643,81.660,18.340,212.33,1.000,bicubic,-27.303,-18.070,-38 -maxvit_large_tf_384.in21k_ft_in1k,384,70.013,29.987,80.990,19.010,212.03,1.000,bicubic,-27.657,-18.830,-40 -deit3_large_patch16_224.fb_in22k_ft_in1k,224,69.720,30.280,81.187,18.813,304.37,1.000,bicubic,-27.600,-18.453,-2 -maxvit_base_tf_384.in21k_ft_in1k,384,69.597,30.403,80.713,19.287,119.65,1.000,bicubic,-27.973,-19.057,-31 -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,69.107,30.893,82.877,17.123,25.03,0.875,bilinear,-26.553,-16.543,+447 -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.963,31.037,79.890,20.110,116.14,1.000,bicubic,-28.357,-19.700,-6 -vit_base_patch16_clip_224.laion2b_ft_in1k,224,68.703,31.297,82.397,17.603,86.57,1.000,bicubic,-27.627,-17.153,+232 -convnextv2_large.fcmae_ft_in22k_in1k_384,384,68.530,31.470,80.987,19.013,197.96,1.000,bicubic,-29.120,-18.813,-43 -resnet50.fb_swsl_ig1b_ft_in1k,224,68.380,31.620,83.387,16.613,25.56,0.875,bilinear,-26.870,-15.923,+558 -caformer_b36.sail_in22k_ft_in1k,224,68.323,31.677,80.650,19.350,98.75,1.000,bicubic,-29.057,-19.180,-21 -hgnetv2_b6.ssld_stage1_in22k_in1k,224,68.060,31.940,81.833,18.167,75.26,0.965,bicubic,-28.970,-17.837,+52 -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.010,31.990,80.620,19.380,116.09,1.000,bicubic,-29.460,-19.140,-33 -convnext_xlarge.fb_in22k_ft_in1k_384,384,67.780,32.220,80.127,19.873,350.20,1.000,bicubic,-29.800,-19.583,-42 -hgnetv2_b6.ssld_stage2_ft_in1k,224,67.727,32.273,81.730,18.270,75.26,0.965,bicubic,-29.143,-17.920,+80 -hgnetv2_b5.ssld_stage2_ft_in1k,224,67.593,32.407,81.000,19.000,39.57,0.965,bicubic,-28.947,-18.470,+162 -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,67.517,32.483,80.143,19.857,196.74,1.000,bicubic,-29.783,-19.637,-11 -vit_base_patch16_clip_384.openai_ft_in1k,384,67.260,32.740,81.823,18.177,86.86,1.000,bicubic,-29.560,-17.837,+90 -hgnetv2_b5.ssld_stage1_in22k_in1k,224,67.213,32.787,80.533,19.467,39.57,0.965,bicubic,-29.317,-19.017,+162 -vit_large_patch16_384.augreg_in21k_ft_in1k,384,67.123,32.877,78.720,21.280,304.72,1.000,bicubic,-30.307,-21.060,-36 -tf_efficientnet_b7.ns_jft_in1k,600,67.017,32.983,81.080,18.920,66.35,0.949,bicubic,-30.183,-18.560,+8 -convnextv2_base.fcmae_ft_in22k_in1k_384,384,67.003,32.997,79.723,20.277,88.72,1.000,bicubic,-30.367,-19.997,-31 -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,66.520,33.480,78.267,21.733,73.88,1.000,bicubic,-30.850,-21.433,-31 -convnext_large.fb_in22k_ft_in1k_384,384,66.510,33.490,79.427,20.573,197.77,1.000,bicubic,-30.820,-20.333,-24 -convformer_b36.sail_in22k_ft_in1k_384,384,66.463,33.537,78.993,21.007,99.88,1.000,bicubic,-30.987,-20.697,-43 -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,66.353,33.647,77.863,22.137,116.14,0.950,bicubic,-30.737,-21.747,+21 -hgnetv2_b6.ssld_stage2_ft_in1k,288,66.313,33.687,80.460,19.540,75.26,1.000,bicubic,-30.787,-19.280,+19 -hgnetv2_b6.ssld_stage1_in22k_in1k,288,66.250,33.750,80.500,19.500,75.26,1.000,bicubic,-30.830,-19.210,+21 -convnextv2_large.fcmae_ft_in22k_in1k,224,66.010,33.990,78.967,21.033,197.96,0.875,bicubic,-31.260,-20.743,-18 -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,65.950,34.050,79.240,20.760,196.74,1.000,bicubic,-31.230,-20.450,+4 -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,65.927,34.073,78.683,21.317,86.86,1.000,bicubic,-31.303,-20.977,-8 -vit_base_patch16_clip_224.openai_ft_in1k,224,65.883,34.117,80.870,19.130,86.57,0.900,bicubic,-30.477,-18.680,+198 -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,65.740,34.260,78.847,21.153,86.53,0.900,bicubic,-31.220,-20.873,+41 -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,65.517,34.483,78.860,21.140,87.92,1.000,bicubic,-31.743,-20.880,-21 -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,65.507,34.493,78.437,21.563,196.74,0.900,bicubic,-31.713,-21.273,-9 -tf_efficientnet_b6.ns_jft_in1k,528,65.447,34.553,79.443,20.557,43.04,0.942,bicubic,-31.613,-20.247,+20 -caformer_m36.sail_in22k_ft_in1k_384,384,65.350,34.650,78.413,21.587,56.20,1.000,bicubic,-32.010,-21.317,-44 -convformer_b36.sail_in22k_ft_in1k,224,65.273,34.727,77.950,22.050,99.88,1.000,bicubic,-31.957,-21.810,-16 -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.250,34.750,78.420,21.580,64.27,1.000,bicubic,-32.160,-21.350,-53 -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,65.207,34.793,78.883,21.117,86.86,0.950,bicubic,-31.923,-20.837,+4 -convnext_xlarge.fb_in22k_ft_in1k,224,65.077,34.923,77.700,22.300,350.20,0.875,bicubic,-32.183,-22.100,-27 -hiera_huge_224.mae_in1k_ft_in1k,224,64.973,35.027,77.720,22.280,672.78,0.900,bicubic,-32.237,-21.920,-14 -nextvit_large.bd_ssld_6m_in1k_384,384,64.827,35.173,79.227,20.773,57.87,1.000,bicubic,-32.353,-20.533,-10 -convnext_xlarge.fb_in22k_ft_in1k,288,64.767,35.233,77.843,22.157,350.20,1.000,bicubic,-32.713,-21.977,-66 -convnext_base.fb_in22k_ft_in1k_384,384,64.740,35.260,78.177,21.823,88.59,1.000,bicubic,-32.500,-21.583,-27 -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,64.733,35.267,77.697,22.303,86.57,0.950,bicubic,-31.897,-21.783,+105 -convnextv2_large.fcmae_ft_in22k_in1k,288,64.670,35.330,78.170,21.830,197.96,1.000,bicubic,-32.670,-21.590,-50 -convnextv2_base.fcmae_ft_in22k_in1k,224,64.610,35.390,78.250,21.750,88.72,0.875,bicubic,-32.550,-21.410,-11 -hgnetv2_b5.ssld_stage2_ft_in1k,288,64.570,35.430,78.997,21.003,39.57,1.000,bicubic,-32.170,-20.603,+78 -vit_large_patch16_224.augreg_in21k_ft_in1k,224,64.367,35.633,76.273,23.727,304.33,0.900,bicubic,-32.353,-23.367,+84 -hgnetv2_b5.ssld_stage1_in22k_in1k,288,64.267,35.733,78.343,21.657,39.57,1.000,bicubic,-32.343,-21.127,+104 -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,64.180,35.820,75.910,24.090,329.09,1.000,bicubic,-32.780,-23.730,+23 -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,63.940,36.060,77.457,22.543,116.09,0.950,bicubic,-33.140,-22.223,-3 -convnext_large.fb_in22k_ft_in1k,288,63.940,36.060,77.323,22.677,197.77,1.000,bicubic,-33.300,-22.397,-35 -hgnet_base.ssld_in1k,224,63.937,36.063,76.793,23.207,71.58,0.965,bicubic,-32.713,-22.767,+92 -convnext_large.fb_in22k_ft_in1k,224,63.837,36.163,77.273,22.727,197.77,0.875,bicubic,-33.393,-22.427,-32 -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,63.737,36.263,78.063,21.937,196.53,0.900,bicubic,-33.233,-21.607,+16 -nextvit_base.bd_ssld_6m_in1k_384,384,63.617,36.383,78.487,21.513,44.82,1.000,bicubic,-33.603,-21.233,-33 -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,63.557,36.443,76.537,23.463,149.39,1.000,bicubic,-33.803,-23.143,-65 -hrnet_w48_ssld.paddle_in1k,224,63.483,36.517,76.577,23.423,77.47,0.950,bilinear,-32.737,-22.823,+212 -beit_base_patch16_384.in22k_ft_in22k_in1k,384,63.403,36.597,77.837,22.163,86.74,1.000,bicubic,-33.937,-21.873,-63 -caformer_m36.sail_in22k_ft_in1k,224,63.367,36.633,76.723,23.277,56.20,1.000,bicubic,-33.663,-23.007,0 -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,63.297,36.703,76.817,23.183,64.11,0.950,bicubic,-33.833,-22.903,-20 -convnextv2_base.fcmae_ft_in22k_in1k,288,63.157,36.843,77.070,22.930,88.72,1.000,bicubic,-34.053,-22.690,-37 -convnextv2_huge.fcmae_ft_in1k,224,63.083,36.917,76.237,23.763,660.29,0.875,bicubic,-33.857,-23.413,+16 -caformer_s36.sail_in22k_ft_in1k_384,384,63.047,36.953,77.220,22.780,39.30,1.000,bicubic,-34.233,-22.500,-56 -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.020,36.980,76.770,23.230,87.92,0.900,bicubic,-34.040,-22.900,-9 -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,63.010,36.990,77.733,22.267,87.90,1.000,bicubic,-34.060,-21.897,-17 -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,63.010,36.990,76.693,23.307,86.57,0.950,bicubic,-33.520,-22.897,+115 -tf_efficientnet_b5.ns_jft_in1k,456,62.877,37.123,77.727,22.273,30.39,0.934,bicubic,-34.023,-21.913,+17 -deit3_base_patch16_384.fb_in22k_ft_in1k,384,62.680,37.320,75.593,24.407,86.88,1.000,bicubic,-34.560,-24.147,-50 -tf_efficientnetv2_l.in21k_ft_in1k,384,62.420,37.580,76.640,23.360,118.52,1.000,bicubic,-34.450,-22.980,+25 -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.417,37.583,76.617,23.383,86.58,0.900,bicubic,-34.523,-23.023,+7 -tf_efficientnetv2_l.in21k_ft_in1k,480,62.403,37.597,76.737,23.263,118.52,1.000,bicubic,-34.917,-22.943,-71 -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,62.353,37.647,75.000,25.000,73.88,0.950,bicubic,-34.837,-24.650,-44 -convnext_base.fb_in22k_ft_in1k,288,62.243,37.757,76.173,23.827,88.59,1.000,bicubic,-34.997,-23.507,-61 -vit_base_patch8_224.augreg_in21k_ft_in1k,224,62.243,37.757,75.677,24.323,86.58,0.900,bicubic,-34.847,-23.933,-28 -tf_efficientnetv2_xl.in21k_ft_in1k,384,62.177,37.823,75.450,24.550,208.12,1.000,bicubic,-34.723,-24.010,+10 -hgnet_base.ssld_in1k,288,62.153,37.847,75.257,24.743,71.58,1.000,bicubic,-34.647,-24.453,+34 -tf_efficientnetv2_xl.in21k_ft_in1k,512,62.127,37.873,75.607,24.393,208.12,1.000,bicubic,-35.193,-24.113,-76 -hrnet_w48_ssld.paddle_in1k,288,62.037,37.963,75.290,24.710,77.47,1.000,bilinear,-34.513,-24.350,+92 -nextvit_large.bd_ssld_6m_in1k,224,61.930,38.070,76.800,23.200,57.87,0.950,bicubic,-34.980,-22.840,+4 -deit3_base_patch16_224.fb_in22k_ft_in1k,224,61.920,38.080,74.723,25.277,86.59,1.000,bicubic,-34.970,-24.897,+8 -convnext_base.fb_in22k_ft_in1k,224,61.783,38.217,75.820,24.180,88.59,0.875,bicubic,-35.077,-23.900,+18 -convformer_m36.sail_in22k_ft_in1k_384,384,61.773,38.227,75.250,24.750,57.05,1.000,bicubic,-35.587,-24.530,-90 -beitv2_base_patch16_224.in1k_ft_in1k,224,61.487,38.513,76.003,23.997,86.53,0.900,bicubic,-35.283,-23.607,+37 -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,61.487,38.513,74.580,25.420,64.11,0.950,bicubic,-35.313,-25.100,+28 -convnextv2_huge.fcmae_ft_in1k,288,61.260,38.740,74.420,25.580,660.29,1.000,bicubic,-36.010,-25.300,-76 -coatnet_2_rw_224.sw_in12k_ft_in1k,224,61.200,38.800,73.927,26.073,73.87,0.950,bicubic,-35.800,-25.713,-20 -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,61.183,38.817,74.697,25.303,60.60,1.000,bicubic,-35.947,-24.953,-48 -tf_efficientnet_b4.ns_jft_in1k,380,61.110,38.890,76.053,23.947,19.34,0.922,bicubic,-35.600,-23.587,+44 -maxvit_base_tf_512.in1k,512,61.027,38.973,73.977,26.023,119.88,1.000,bicubic,-36.173,-25.723,-62 -convformer_m36.sail_in22k_ft_in1k,224,60.910,39.090,74.460,25.540,57.05,1.000,bicubic,-36.160,-25.310,-39 -nextvit_base.bd_ssld_6m_in1k,224,60.793,39.207,76.337,23.663,44.82,0.950,bicubic,-36.087,-23.323,-2 -caformer_s36.sail_in22k_ft_in1k,224,60.697,39.303,75.083,24.917,39.30,1.000,bicubic,-36.133,-24.537,+10 -nextvit_small.bd_ssld_6m_in1k_384,384,60.393,39.607,75.703,24.297,31.76,1.000,bicubic,-36.677,-24.057,-43 -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,60.300,39.700,73.740,26.260,88.30,1.000,bicubic,-36.310,-25.850,+63 -hiera_large_224.mae_in1k_ft_in1k,224,60.300,39.700,73.197,26.803,213.74,0.900,bicubic,-36.450,-26.393,+26 -tf_efficientnetv2_m.in21k_ft_in1k,480,60.257,39.743,75.120,24.880,54.14,1.000,bicubic,-36.763,-24.500,-32 -tf_efficientnetv2_m.in21k_ft_in1k,384,60.193,39.807,74.990,25.010,54.14,1.000,bicubic,-36.317,-24.700,+88 -vit_base_patch16_384.augreg_in21k_ft_in1k,384,60.187,39.813,73.847,26.153,86.86,1.000,bicubic,-36.833,-25.863,-35 -beit_base_patch16_224.in22k_ft_in22k_in1k,224,60.163,39.837,75.380,24.620,86.53,0.900,bicubic,-36.497,-24.280,+44 -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,60.120,39.880,73.317,26.683,88.34,1.000,bicubic,-36.450,-26.263,+66 -hgnet_small.ssld_in1k,224,60.010,39.990,75.160,24.840,24.36,0.965,bicubic,-36.150,-24.180,+180 -convnext_small.fb_in22k_ft_in1k_384,384,59.927,40.073,74.257,25.743,50.22,1.000,bicubic,-37.213,-25.383,-66 -maxvit_large_tf_512.in1k,512,59.880,40.120,72.797,27.203,212.33,1.000,bicubic,-37.180,-26.903,-47 -convformer_s36.sail_in22k_ft_in1k_384,384,59.867,40.133,73.860,26.140,40.01,1.000,bicubic,-37.193,-25.840,-52 -tiny_vit_21m_512.dist_in22k_ft_in1k,512,59.560,40.440,74.657,25.343,21.27,1.000,bicubic,-37.330,-25.053,-19 -hgnetv2_b4.ssld_stage2_ft_in1k,224,59.517,40.483,74.893,25.107,19.80,0.965,bicubic,-36.583,-24.577,+192 -convnextv2_large.fcmae_ft_in1k,224,59.463,40.537,74.003,25.997,197.96,0.875,bicubic,-37.387,-25.767,-6 -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,59.307,40.693,73.907,26.093,87.77,0.900,bicubic,-37.363,-25.753,+34 -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,59.207,40.793,73.663,26.337,86.57,0.900,bicubic,-37.293,-25.857,+80 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,59.200,40.800,72.953,27.047,93.59,0.950,bicubic,-38.130,-26.797,-114 -maxvit_base_tf_384.in1k,384,59.170,40.830,71.707,28.293,119.65,1.000,bicubic,-37.970,-27.873,-74 -vit_base_patch32_clip_224.laion2b_ft_in1k,224,59.017,40.983,73.863,26.137,88.22,0.900,bicubic,-35.763,-25.187,+593 -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,58.977,41.023,72.723,27.277,60.40,0.950,bicubic,-37.633,-26.857,+41 -tiny_vit_21m_384.dist_in22k_ft_in1k,384,58.957,41.043,73.950,26.050,21.23,1.000,bicubic,-37.993,-25.680,-38 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,58.953,41.047,72.727,27.273,93.59,1.000,bicubic,-38.347,-27.053,-113 -convformer_s36.sail_in22k_ft_in1k,224,58.890,41.110,72.837,27.163,40.01,1.000,bicubic,-37.660,-26.763,+55 -volo_d5_512.sail_in1k,512,58.773,41.227,73.130,26.870,296.09,1.150,bicubic,-38.527,-26.640,-113 -volo_d5_448.sail_in1k,448,58.693,41.307,72.983,27.017,295.91,1.150,bicubic,-38.547,-26.737,-104 -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,58.693,41.307,71.857,28.143,328.99,0.900,bicubic,-37.527,-27.673,+149 -convnext_small.in12k_ft_in1k_384,384,58.640,41.360,72.643,27.357,50.22,1.000,bicubic,-38.350,-27.017,-53 -nextvit_small.bd_ssld_6m_in1k,224,58.580,41.420,74.237,25.763,31.76,0.950,bicubic,-38.030,-25.273,+34 -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,58.570,41.430,73.197,26.803,88.30,0.950,bicubic,-37.830,-26.423,+95 -eva02_small_patch14_336.mim_in22k_ft_in1k,336,58.443,41.557,73.027,26.973,22.13,1.000,bicubic,-38.247,-26.443,+12 -maxvit_large_tf_384.in1k,384,58.420,41.580,71.127,28.873,212.03,1.000,bicubic,-38.540,-28.593,-50 -efficientvit_l3.r384_in1k,384,58.360,41.640,72.663,27.337,246.04,1.000,bicubic,-38.380,-26.957,+3 -deit3_large_patch16_384.fb_in1k,384,58.327,41.673,72.947,27.053,304.76,1.000,bicubic,-38.543,-26.643,-33 -hgnet_small.ssld_in1k,288,58.230,41.770,73.760,26.240,24.36,1.000,bicubic,-38.170,-25.770,+87 -deit3_huge_patch14_224.fb_in1k,224,58.113,41.887,72.093,27.907,632.13,0.900,bicubic,-38.477,-27.427,+33 -convnextv2_large.fcmae_ft_in1k,288,58.063,41.937,72.560,27.440,197.96,1.000,bicubic,-38.787,-27.120,-29 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.970,42.030,71.617,28.383,93.59,0.875,bicubic,-38.990,-27.943,-57 -tf_efficientnet_b8.ap_in1k,672,57.877,42.123,72.933,27.067,87.41,0.954,bicubic,-38.683,-26.617,+37 -rdnet_large.nv_in1k_ft_in1k_384,384,57.850,42.150,71.740,28.260,186.27,1.000,bicubic,-39.190,-27.940,-75 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,57.677,42.323,71.377,28.623,93.59,1.000,bicubic,-39.503,-28.363,-104 -efficientvit_l3.r320_in1k,320,57.607,42.393,71.553,28.447,246.04,1.000,bicubic,-39.143,-27.857,-11 -convnext_small.fb_in22k_ft_in1k,288,57.603,42.397,72.497,27.503,50.22,1.000,bicubic,-39.267,-27.013,-40 -hgnetv2_b4.ssld_stage1_in22k_in1k,224,57.550,42.450,72.913,27.087,19.80,0.965,bicubic,-38.470,-26.437,+198 -efficientvit_l3.r224_in1k,224,57.533,42.467,71.353,28.647,246.04,1.000,bicubic,-38.967,-28.237,+54 -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,57.500,42.500,71.597,28.403,60.40,0.950,bicubic,-39.050,-27.963,+36 -mvitv2_large.fb_in1k,224,57.497,42.503,70.760,29.240,217.99,0.900,bicubic,-38.933,-28.710,+71 -cait_m48_448.fb_dist_in1k,448,57.430,42.570,71.797,28.203,356.46,1.000,bicubic,-39.460,-27.823,-53 -tf_efficientnet_b3.ns_jft_in1k,300,57.410,42.590,72.447,27.553,12.23,0.904,bicubic,-38.700,-27.023,+156 -cait_m36_384.fb_dist_in1k,384,57.407,42.593,72.310,27.690,271.22,1.000,bicubic,-39.413,-27.320,-38 -hgnetv2_b3.ssld_stage2_ft_in1k,224,57.390,42.610,73.290,26.710,16.29,0.965,bicubic,-38.400,-25.990,+267 -hgnetv2_b4.ssld_stage2_ft_in1k,288,57.340,42.660,72.960,27.040,19.80,1.000,bicubic,-38.960,-26.610,+102 -convnext_small.fb_in22k_ft_in1k,224,57.303,42.697,72.497,27.503,50.22,0.875,bicubic,-39.207,-26.993,+41 -volo_d4_448.sail_in1k,448,57.273,42.727,71.427,28.573,193.41,1.150,bicubic,-39.797,-28.283,-97 -tiny_vit_21m_224.dist_in22k_ft_in1k,224,57.160,42.840,72.553,27.447,21.20,0.950,bicubic,-39.240,-26.947,+69 -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,57.030,42.970,71.330,28.670,88.22,0.900,bicubic,-38.220,-27.760,+420 -efficientvit_l3.r256_in1k,256,56.990,43.010,70.777,29.223,246.04,1.000,bicubic,-39.650,-28.823,-3 -hgnetv2_b3.ssld_stage1_in22k_in1k,224,56.967,43.033,72.927,27.073,16.29,0.965,bicubic,-38.783,-26.503,+274 -maxvit_small_tf_512.in1k,512,56.947,43.053,70.953,29.047,69.13,1.000,bicubic,-40.233,-28.667,-119 -vit_base_patch16_224.augreg_in21k_ft_in1k,224,56.860,43.140,70.680,29.320,86.57,0.900,bicubic,-39.440,-28.940,+96 -convnext_small.in12k_ft_in1k,224,56.750,43.250,71.060,28.940,50.22,0.950,bicubic,-39.820,-28.470,+12 -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,56.677,43.323,69.747,30.253,38.85,1.000,bicubic,-39.483,-29.733,+128 -efficientvit_l2.r288_in1k,288,56.530,43.470,70.143,29.857,63.71,1.000,bicubic,-40.150,-29.497,-14 -deit3_large_patch16_224.fb_in1k,224,56.483,43.517,70.467,29.533,304.37,0.900,bicubic,-39.737,-28.833,+115 -rdnet_large.nv_in1k,224,56.413,43.587,70.027,29.973,186.27,0.900,bicubic,-39.967,-29.393,+64 -volo_d5_224.sail_in1k,224,56.383,43.617,70.690,29.310,295.46,0.960,bicubic,-40.527,-28.970,-76 -xcit_large_24_p8_384.fb_dist_in1k,384,56.373,43.627,71.247,28.753,188.93,1.000,bicubic,-40.417,-28.303,-44 -hgnet_tiny.ssld_in1k,224,56.340,43.660,71.977,28.023,14.74,0.965,bicubic,-39.020,-27.353,+373 -flexivit_large.1200ep_in1k,240,56.263,43.737,71.567,28.433,304.36,0.950,bicubic,-40.537,-28.043,-48 -dm_nfnet_f5.dm_in1k,416,56.250,43.750,70.100,29.900,377.21,0.954,bicubic,-40.560,-29.500,-54 -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,56.063,43.937,71.803,28.197,28.64,1.000,bicubic,-40.567,-27.757,-16 -flexivit_large.600ep_in1k,240,56.060,43.940,71.213,28.787,304.36,0.950,bicubic,-40.690,-28.337,-42 -xcit_large_24_p8_224.fb_dist_in1k,224,55.997,44.003,70.683,29.317,188.93,1.000,bicubic,-40.633,-28.907,-16 -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,55.970,44.030,70.337,29.663,38.88,0.950,bicubic,-40.520,-29.203,+27 -dm_nfnet_f6.dm_in1k,448,55.900,44.100,69.860,30.140,438.36,0.956,bicubic,-41.030,-29.860,-88 -caformer_s18.sail_in22k_ft_in1k_384,384,55.857,44.143,71.273,28.727,26.34,1.000,bicubic,-40.663,-28.317,+15 -vit_base_patch32_clip_224.openai_ft_in1k,224,55.840,44.160,72.177,27.823,88.22,0.900,bicubic,-38.600,-27.003,+635 -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,55.730,44.270,70.987,29.013,39.03,0.950,bicubic,-40.770,-28.603,+17 -efficientvit_l2.r384_in1k,384,55.723,44.277,69.907,30.093,63.71,1.000,bicubic,-40.967,-29.693,-33 -flexivit_large.300ep_in1k,240,55.697,44.303,70.690,29.310,304.36,0.950,bicubic,-40.993,-28.890,-35 -regnety_160.sw_in12k_ft_in1k,224,55.657,44.343,69.967,30.033,83.59,0.950,bicubic,-40.933,-29.723,-15 -convnext_small.in12k_ft_in1k,288,55.643,44.357,70.597,29.403,50.22,1.000,bicubic,-40.947,-28.973,-15 -regnety_160.lion_in12k_ft_in1k,224,55.587,44.413,69.723,30.277,83.59,0.950,bicubic,-40.923,-29.797,+9 -hiera_base_plus_224.mae_in1k_ft_in1k,224,55.560,44.440,68.980,31.020,69.90,0.900,bicubic,-40.820,-30.490,+47 -hgnetv2_b4.ssld_stage1_in22k_in1k,288,55.390,44.610,71.037,28.963,19.80,1.000,bicubic,-40.870,-28.363,+79 -hrnet_w18_ssld.paddle_in1k,224,55.287,44.713,69.797,30.203,21.30,0.950,bilinear,-39.863,-29.353,+421 -hgnetv2_b3.ssld_stage2_ft_in1k,288,55.100,44.900,71.247,28.753,16.29,1.000,bicubic,-40.940,-28.223,+144 -caformer_b36.sail_in1k_384,384,55.040,44.960,68.007,31.993,98.75,1.000,bicubic,-42.120,-31.603,-145 -convformer_s18.sail_in22k_ft_in1k_384,384,54.987,45.013,70.000,30.000,26.77,1.000,bicubic,-41.803,-29.710,-67 -caformer_m36.sail_in1k_384,384,54.947,45.053,68.360,31.640,56.20,1.000,bicubic,-42.073,-31.340,-120 -xcit_large_24_p16_384.fb_dist_in1k,384,54.870,45.130,69.923,30.077,189.10,1.000,bicubic,-42.060,-29.587,-103 -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,54.843,45.157,70.830,29.170,49.61,0.900,bicubic,-41.187,-28.700,+144 -volo_d4_224.sail_in1k,224,54.713,45.287,68.827,31.173,192.96,0.960,bicubic,-42.067,-30.843,-68 -dm_nfnet_f4.dm_in1k,384,54.697,45.303,68.933,31.067,316.07,0.951,bicubic,-42.043,-30.647,-61 -maxvit_tiny_tf_512.in1k,512,54.647,45.353,68.887,31.113,31.05,1.000,bicubic,-42.323,-30.773,-118 -deit3_small_patch16_384.fb_in22k_ft_in1k,384,54.590,45.410,68.377,31.623,22.21,1.000,bicubic,-42.090,-31.203,-49 -hgnetv2_b2.ssld_stage1_in22k_in1k,224,54.580,45.420,70.597,29.403,11.22,0.965,bicubic,-40.450,-28.583,+451 -efficientvit_l2.r224_in1k,224,54.580,45.420,67.947,32.053,63.71,1.000,bicubic,-41.680,-31.383,+69 -hgnet_tiny.ssld_in1k,288,54.557,45.443,70.517,29.483,14.74,1.000,bicubic,-41.033,-28.803,+280 -caformer_s36.sail_in1k_384,384,54.540,45.460,68.650,31.350,39.30,1.000,bicubic,-42.340,-31.030,-102 -convnextv2_base.fcmae_ft_in1k,224,54.527,45.473,68.913,31.087,88.72,0.875,bicubic,-41.943,-30.637,+6 -regnetz_e8.ra3_in1k,256,54.527,45.473,68.447,31.553,57.70,0.940,bicubic,-41.903,-30.993,+16 -hgnetv2_b3.ssld_stage1_in22k_in1k,288,54.480,45.520,70.923,29.077,16.29,1.000,bicubic,-41.500,-28.417,+153 -tf_efficientnetv2_l.in1k,384,54.453,45.547,68.557,31.443,118.52,1.000,bicubic,-42.107,-30.923,-27 -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.387,45.613,69.503,30.497,98.95,1.000,bicubic,-42.093,-30.037,-4 -dm_nfnet_f5.dm_in1k,544,54.387,45.613,68.570,31.430,377.21,0.954,bicubic,-42.623,-31.100,-132 -dm_nfnet_f3.dm_in1k,320,54.363,45.637,68.477,31.523,254.92,0.940,bicubic,-42.007,-30.993,+25 -maxvit_small_tf_384.in1k,384,54.327,45.673,68.160,31.840,69.02,1.000,bicubic,-42.413,-31.290,-73 -xcit_large_24_p16_224.fb_dist_in1k,224,54.297,45.703,68.963,31.037,189.10,1.000,bicubic,-42.013,-30.517,+42 -efficientnet_b5.sw_in12k_ft_in1k,448,54.290,45.710,69.820,30.180,30.39,1.000,bicubic,-42.530,-29.770,-96 -efficientvit_l2.r256_in1k,256,54.290,45.710,67.873,32.127,63.71,1.000,bicubic,-42.190,-31.737,-4 -inception_next_base.sail_in1k_384,384,54.243,45.757,68.493,31.507,86.67,1.000,bicubic,-42.487,-31.127,-75 -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,54.200,45.800,70.277,29.723,936.53,1.000,bilinear,-42.660,-29.393,-107 -efficientnetv2_rw_m.agc_in1k,320,54.197,45.803,69.037,30.963,53.24,1.000,bicubic,-41.993,-30.543,+71 -regnety_160.sw_in12k_ft_in1k,288,54.163,45.837,68.857,31.143,83.59,1.000,bicubic,-42.657,-30.843,-104 -caformer_s18.sail_in22k_ft_in1k,224,54.117,45.883,69.670,30.330,26.34,1.000,bicubic,-41.913,-29.730,+118 -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,54.097,45.903,68.783,31.217,36.47,1.000,bicubic,-41.983,-30.457,+98 -regnety_160.lion_in12k_ft_in1k,288,54.090,45.910,68.863,31.137,83.59,1.000,bicubic,-42.710,-30.807,-101 -tf_efficientnet_b5.ap_in1k,456,53.937,46.063,69.213,30.787,30.39,0.934,bicubic,-42.153,-30.327,+90 -regnety_120.sw_in12k_ft_in1k,224,53.937,46.063,68.873,31.127,51.82,0.950,bicubic,-42.263,-30.657,+60 -volo_d3_448.sail_in1k,448,53.937,46.063,67.953,32.047,86.63,1.000,bicubic,-43.103,-31.727,-153 -caformer_b36.sail_in1k,224,53.927,46.073,66.607,33.393,98.75,1.000,bicubic,-42.613,-32.853,-37 -dm_nfnet_f6.dm_in1k,576,53.660,46.340,68.183,31.817,438.36,0.956,bicubic,-43.320,-31.577,-147 -xcit_medium_24_p8_224.fb_dist_in1k,224,53.657,46.343,68.307,31.693,84.32,1.000,bicubic,-42.883,-31.353,-40 -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,53.597,46.403,69.173,30.827,38.86,0.950,bicubic,-42.403,-30.177,+123 -tf_efficientnet_b6.ap_in1k,528,53.593,46.407,68.550,31.450,43.04,0.942,bicubic,-42.767,-30.960,+10 -hgnetv2_b2.ssld_stage2_ft_in1k,224,53.527,46.473,69.827,30.173,11.22,0.965,bicubic,-41.683,-29.463,+367 -cait_s36_384.fb_dist_in1k,384,53.520,46.480,68.010,31.990,68.37,1.000,bicubic,-43.120,-31.280,-75 -tf_efficientnet_b2.ns_jft_in1k,260,53.500,46.500,70.357,29.643,9.11,0.890,bicubic,-42.030,-29.033,+267 -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,53.487,46.513,68.267,31.733,34.36,0.950,bicubic,-42.973,-31.303,-19 -dm_nfnet_f3.dm_in1k,416,53.437,46.563,67.580,32.420,254.92,0.940,bicubic,-43.173,-32.050,-70 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,53.430,46.570,68.560,31.440,32.59,0.950,bicubic,-42.880,-30.850,+19 -deit3_base_patch16_224.fb_in1k,224,53.430,46.570,67.577,32.423,86.59,0.900,bicubic,-42.360,-32.003,+188 -deit3_base_patch16_384.fb_in1k,384,53.417,46.583,67.593,32.407,86.88,1.000,bicubic,-42.813,-31.817,+41 -convnext_large.fb_in1k,224,53.407,46.593,68.070,31.930,197.77,0.875,bicubic,-42.633,-31.520,+97 -vit_base_patch32_384.augreg_in21k_ft_in1k,384,53.403,46.597,68.150,31.850,88.30,1.000,bicubic,-42.507,-31.080,+136 -convformer_s18.sail_in22k_ft_in1k,224,53.393,46.607,68.627,31.373,26.77,1.000,bicubic,-42.707,-30.873,+70 -convnextv2_base.fcmae_ft_in1k,288,53.387,46.613,67.783,32.217,88.72,1.000,bicubic,-43.113,-31.847,-40 -xcit_medium_24_p8_384.fb_dist_in1k,384,53.360,46.640,68.117,31.883,84.32,1.000,bicubic,-43.420,-31.503,-113 -tf_efficientnet_b7.ap_in1k,600,53.320,46.680,68.900,31.100,66.35,0.949,bicubic,-43.020,-30.650,+1 -hrnet_w18_ssld.paddle_in1k,288,53.280,46.720,68.143,31.857,21.30,1.000,bilinear,-42.480,-31.267,+189 -convnextv2_tiny.fcmae_ft_in22k_in1k,224,53.273,46.727,69.313,30.687,28.64,0.875,bicubic,-42.787,-30.027,+81 -tf_efficientnetv2_s.in21k_ft_in1k,300,53.273,46.727,69.130,30.870,21.46,1.000,bicubic,-42.637,-30.230,+130 -maxvit_base_tf_224.in1k,224,53.257,46.743,66.213,33.787,119.47,0.950,bicubic,-43.093,-33.167,-5 -tf_efficientnetv2_s.in21k_ft_in1k,384,53.253,46.747,69.073,30.927,21.46,1.000,bicubic,-43.207,-30.537,-33 -xcit_medium_24_p16_384.fb_dist_in1k,384,53.237,46.763,68.103,31.897,84.40,1.000,bicubic,-43.453,-31.507,-102 -tf_efficientnetv2_l.in1k,480,53.183,46.817,67.873,32.127,118.52,1.000,bicubic,-43.547,-31.677,-109 -tf_efficientnet_b8.ra_in1k,672,53.173,46.827,68.947,31.053,87.41,0.954,bicubic,-43.527,-30.603,-106 -hiera_base_224.mae_in1k_ft_in1k,224,53.163,46.837,67.490,32.510,51.52,0.900,bicubic,-43.187,-31.910,-9 -convnext_large.fb_in1k,288,53.143,46.857,67.817,32.183,197.77,1.000,bicubic,-43.247,-31.603,-24 -tf_efficientnet_b4.ap_in1k,380,53.123,46.877,68.290,31.710,19.34,0.922,bicubic,-42.377,-31.090,+249 -regnetz_e8.ra3_in1k,320,53.060,46.940,67.183,32.817,57.70,1.000,bicubic,-43.560,-32.267,-94 -maxvit_large_tf_224.in1k,224,53.010,46.990,65.433,34.567,211.79,0.950,bicubic,-43.340,-33.927,-15 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,52.943,47.057,68.250,31.750,32.59,1.000,bicubic,-43.587,-31.320,-64 -convnext_tiny.in12k_ft_in1k_384,384,52.890,47.110,68.363,31.637,28.59,1.000,bicubic,-43.690,-31.297,-85 -rexnetr_300.sw_in12k_ft_in1k,224,52.880,47.120,69.177,30.823,34.81,0.950,bicubic,-43.120,-30.313,+91 -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,52.783,47.217,66.423,33.577,41.72,0.950,bicubic,-43.377,-33.127,+35 -deit3_small_patch16_224.fb_in22k_ft_in1k,224,52.770,47.230,66.850,33.150,22.06,1.000,bicubic,-43.050,-32.340,+148 -rdnet_small.nv_in1k,224,52.747,47.253,67.437,32.563,50.44,0.900,bicubic,-43.073,-31.913,+146 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,52.677,47.323,67.773,32.227,32.59,0.950,bicubic,-43.633,-31.607,-7 -volo_d3_224.sail_in1k,224,52.677,47.323,66.293,33.707,86.33,0.960,bicubic,-43.783,-33.317,-51 -rdnet_base.nv_in1k,224,52.657,47.343,66.860,33.140,87.45,0.900,bicubic,-43.433,-32.460,+51 -maxvit_tiny_tf_384.in1k,384,52.607,47.393,66.737,33.263,30.98,1.000,bicubic,-43.983,-32.843,-95 -efficientvit_l1.r224_in1k,224,52.547,47.453,65.690,34.310,52.65,1.000,bicubic,-43.423,-33.430,+95 -regnety_120.sw_in12k_ft_in1k,288,52.477,47.523,67.500,32.500,51.82,1.000,bicubic,-44.083,-32.180,-90 -dm_nfnet_f4.dm_in1k,512,52.403,47.597,66.927,33.073,316.07,0.951,bicubic,-44.547,-32.693,-183 -tf_efficientnet_b7.ra_in1k,600,52.373,47.627,68.197,31.803,66.35,0.949,bicubic,-44.237,-31.503,-103 -efficientnetv2_rw_m.agc_in1k,416,52.360,47.640,67.237,32.763,53.24,1.000,bicubic,-43.920,-32.323,-8 -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,52.330,47.670,66.197,33.803,63.95,0.950,bicubic,-43.800,-33.163,+27 -tf_efficientnetv2_m.in1k,384,52.320,47.680,67.097,32.903,54.14,1.000,bicubic,-43.700,-32.403,+71 -xcit_small_24_p8_384.fb_dist_in1k,384,52.313,47.687,66.847,33.153,47.63,1.000,bicubic,-44.507,-32.813,-157 -inception_next_base.sail_in1k,224,52.293,47.707,65.843,34.157,86.67,0.950,bicubic,-43.617,-33.517,+103 -resnet18.fb_swsl_ig1b_ft_in1k,224,52.260,47.740,70.470,29.530,11.69,0.875,bilinear,-38.800,-27.730,+1025 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,52.230,47.770,67.123,32.877,32.59,1.000,bicubic,-44.450,-32.407,-126 -xcit_medium_24_p16_224.fb_dist_in1k,224,52.223,47.777,66.883,33.117,84.40,1.000,bicubic,-44.037,-32.597,-9 -convformer_b36.sail_in1k_384,384,52.207,47.793,66.353,33.647,99.88,1.000,bicubic,-44.663,-33.297,-177 -hgnetv2_b2.ssld_stage1_in22k_in1k,288,52.200,47.800,68.813,31.187,11.22,1.000,bicubic,-43.360,-30.487,+213 -deit_base_distilled_patch16_384.fb_in1k,384,52.200,47.800,67.720,32.280,87.63,1.000,bicubic,-44.300,-31.620,-81 -convformer_m36.sail_in1k_384,384,52.167,47.833,65.930,34.070,57.05,1.000,bicubic,-44.603,-33.620,-152 -xcit_small_24_p8_224.fb_dist_in1k,224,52.163,47.837,66.730,33.270,47.63,1.000,bicubic,-44.387,-32.780,-100 -nextvit_large.bd_in1k_384,384,52.143,47.857,67.460,32.540,57.87,1.000,bicubic,-44.327,-31.970,-74 -convnext_tiny.fb_in22k_ft_in1k_384,384,52.077,47.923,66.877,33.123,28.59,1.000,bicubic,-44.083,-32.613,+9 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,52.070,47.930,68.833,31.167,236.34,1.000,bicubic,-44.100,-30.567,+4 -ecaresnet269d.ra2_in1k,320,52.047,47.953,66.523,33.477,102.09,0.950,bicubic,-44.373,-32.987,-65 -resmlp_big_24_224.fb_in22k_ft_in1k,224,51.913,48.087,68.427,31.573,129.14,0.875,bicubic,-44.447,-31.143,-48 -convformer_s36.sail_in1k_384,384,51.890,48.110,66.103,33.897,40.01,1.000,bicubic,-44.810,-33.477,-145 -fastvit_ma36.apple_dist_in1k,256,51.887,48.113,67.027,32.973,44.07,0.950,bicubic,-44.413,-32.463,-30 -xcit_small_24_p16_384.fb_dist_in1k,384,51.870,48.130,66.317,33.683,47.67,1.000,bicubic,-44.510,-33.263,-60 -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,51.820,48.180,69.360,30.640,236.34,1.000,bilinear,-44.710,-30.260,-102 -convnextv2_tiny.fcmae_ft_in22k_in1k,288,51.757,48.243,67.730,32.270,28.64,1.000,bicubic,-44.583,-31.870,-47 -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,51.743,48.257,65.850,34.150,86.43,0.950,bicubic,-44.307,-33.410,+39 -cait_s24_384.fb_dist_in1k,384,51.727,48.273,66.307,33.693,47.06,1.000,bicubic,-44.853,-33.243,-120 -caformer_m36.sail_in1k,224,51.673,48.327,64.480,35.520,56.20,1.000,bicubic,-44.727,-34.980,-70 -caformer_s36.sail_in1k,224,51.660,48.340,64.887,35.113,39.30,1.000,bicubic,-44.430,-34.263,+18 -convnext_tiny.in12k_ft_in1k,224,51.640,48.360,67.717,32.283,28.59,0.950,bicubic,-44.550,-31.753,-12 -regnety_2560.seer_ft_in1k,384,51.620,48.380,68.107,31.893,"1,282.60",1.000,bicubic,-44.930,-31.363,-115 -ecaresnet269d.ra2_in1k,352,51.593,48.407,66.070,33.930,102.09,1.000,bicubic,-44.857,-33.470,-84 -rexnetr_300.sw_in12k_ft_in1k,288,51.590,48.410,67.823,32.177,34.81,1.000,bicubic,-44.530,-31.697,0 -regnetz_040_h.ra3_in1k,256,51.573,48.427,66.557,33.443,28.94,1.000,bicubic,-44.417,-32.783,+55 -vit_base_patch16_224_miil.in21k_ft_in1k,224,51.557,48.443,65.230,34.770,86.54,0.875,bilinear,-44.493,-34.220,+29 -tf_efficientnetv2_m.in1k,480,51.513,48.487,66.630,33.370,54.14,1.000,bicubic,-44.967,-33.030,-98 -mvitv2_base.fb_in1k,224,51.507,48.493,65.617,34.383,51.47,0.900,bicubic,-44.513,-33.903,+41 -davit_small.msft_in1k,224,51.443,48.557,66.433,33.567,49.75,0.950,bicubic,-44.607,-32.967,+25 -repvit_m2_3.dist_450e_in1k,224,51.433,48.567,66.833,33.167,23.69,0.950,bicubic,-44.567,-32.657,+45 -coat_lite_medium_384.in1k,384,51.407,48.593,65.677,34.323,44.57,1.000,bicubic,-45.213,-33.933,-146 -mobilenetv4_hybrid_large.e600_r384_in1k,384,51.403,48.597,65.943,34.057,37.76,0.950,bicubic,-44.587,-33.487,+49 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,51.397,48.603,65.693,34.307,37.76,0.950,bicubic,-44.503,-33.607,+72 -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,51.353,48.647,65.713,34.287,38.74,0.950,bicubic,-44.537,-33.377,+75 -edgenext_base.in21k_ft_in1k,320,51.340,48.660,65.757,34.243,18.51,1.000,bicubic,-44.850,-33.703,-25 -hgnetv2_b2.ssld_stage2_ft_in1k,288,51.330,48.670,68.053,31.947,11.22,1.000,bicubic,-44.420,-31.387,+121 -caformer_s18.sail_in1k_384,384,51.303,48.697,65.680,34.320,26.34,1.000,bicubic,-45.147,-33.930,-97 -maxvit_rmlp_small_rw_224.sw_in1k,224,51.283,48.717,65.017,34.983,64.90,0.900,bicubic,-44.697,-34.583,+46 -maxvit_small_tf_224.in1k,224,51.280,48.720,65.380,34.620,68.93,0.950,bicubic,-44.990,-34.120,-50 -davit_base.msft_in1k,224,51.273,48.727,65.200,34.800,87.95,0.950,bicubic,-44.967,-34.080,-42 -convnext_tiny.in12k_ft_in1k,288,51.263,48.737,66.947,33.053,28.59,1.000,bicubic,-44.977,-32.443,-44 -convnext_base.fb_in1k,224,51.250,48.750,66.120,33.880,88.59,0.875,bicubic,-44.690,-33.370,+53 -xcit_small_12_p8_384.fb_dist_in1k,384,51.147,48.853,65.887,34.113,26.21,1.000,bicubic,-45.333,-33.503,-112 -convformer_b36.sail_in1k,224,51.110,48.890,64.293,35.707,99.88,1.000,bicubic,-45.140,-35.247,-48 -vit_base_patch16_384.orig_in21k_ft_in1k,384,51.050,48.950,65.383,34.617,86.86,1.000,bicubic,-45.130,-34.137,-33 -convnext_base.fb_in1k,288,51.030,48.970,65.817,34.183,88.59,1.000,bicubic,-45.300,-33.663,-73 -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,51.013,48.987,64.750,35.250,60.23,0.950,bicubic,-44.787,-34.520,+94 -convformer_m36.sail_in1k,224,51.003,48.997,63.637,36.363,57.05,1.000,bicubic,-45.077,-35.813,-4 -convnext_tiny.fb_in22k_ft_in1k,224,50.963,49.037,66.417,33.583,28.59,0.875,bicubic,-44.777,-33.063,+115 -seresnextaa101d_32x8d.ah_in1k,224,50.937,49.063,65.167,34.833,93.59,0.950,bicubic,-45.063,-34.183,+27 -nextvit_large.bd_in1k,224,50.910,49.090,66.033,33.967,57.87,0.950,bicubic,-44.970,-33.377,+61 -mobilenetv4_hybrid_large.e600_r384_in1k,448,50.837,49.163,65.657,34.343,37.76,1.000,bicubic,-45.063,-33.593,+51 -tf_efficientnet_b1.ns_jft_in1k,240,50.800,49.200,67.887,32.113,7.79,0.882,bicubic,-44.080,-31.363,+364 -volo_d2_384.sail_in1k,384,50.800,49.200,65.570,34.430,58.87,1.000,bicubic,-45.940,-34.140,-193 -convformer_s36.sail_in1k,224,50.793,49.207,64.060,35.940,40.01,1.000,bicubic,-45.327,-35.470,-26 -xcit_small_24_p16_224.fb_dist_in1k,224,50.743,49.257,65.047,34.953,47.67,1.000,bicubic,-45.057,-34.343,+84 -flexivit_base.1200ep_in1k,240,50.737,49.263,65.127,34.873,86.59,0.950,bicubic,-45.393,-34.333,-37 -eca_nfnet_l2.ra3_in1k,320,50.727,49.273,65.833,34.167,56.72,0.900,bicubic,-45.303,-33.727,+1 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,50.710,49.290,65.410,34.590,37.76,1.000,bicubic,-45.390,-34.110,-24 -tiny_vit_11m_224.dist_in22k_ft_in1k,224,50.707,49.293,66.893,33.107,11.00,0.950,bicubic,-45.013,-32.387,+112 -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,50.700,49.300,65.217,34.783,22.52,0.950,bicubic,-45.150,-34.183,+58 -efficientnet_b4.ra2_in1k,320,50.673,49.327,65.983,34.017,19.34,0.875,bicubic,-44.747,-33.297,+186 -convformer_s18.sail_in1k_384,384,50.670,49.330,65.640,34.360,26.77,1.000,bicubic,-45.580,-33.800,-69 -repvit_m2_3.dist_300e_in1k,224,50.657,49.343,66.677,33.323,23.69,0.950,bicubic,-45.013,-32.603,+117 -regnetz_040.ra3_in1k,256,50.640,49.360,65.223,34.777,27.12,1.000,bicubic,-45.120,-34.107,+89 -edgenext_base.in21k_ft_in1k,256,50.603,49.397,65.007,34.993,18.51,0.950,bicubic,-45.277,-34.403,+45 -resnetrs420.tf_in1k,320,50.603,49.397,64.883,35.117,191.89,1.000,bicubic,-45.497,-34.527,-33 -dm_nfnet_f2.dm_in1k,256,50.600,49.400,65.020,34.980,193.78,0.920,bicubic,-45.430,-34.470,-3 -efficientnetv2_rw_s.ra2_in1k,288,50.590,49.410,65.553,34.447,23.94,1.000,bicubic,-44.850,-33.657,+172 -efficientvit_b3.r256_in1k,256,50.567,49.433,64.200,35.800,48.65,1.000,bicubic,-45.263,-35.110,+60 -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,50.550,49.450,67.950,32.050,387.93,1.000,bilinear,-45.750,-31.640,-90 -coatnet_rmlp_2_rw_224.sw_in1k,224,50.550,49.450,63.383,36.617,73.88,0.950,bicubic,-45.690,-36.267,-73 -efficientnet_b4.ra2_in1k,384,50.533,49.467,65.803,34.197,19.34,1.000,bicubic,-44.987,-33.597,+151 -edgenext_base.usi_in1k,256,50.507,49.493,66.190,33.810,18.51,0.950,bicubic,-45.263,-33.200,+76 -xcit_small_12_p8_224.fb_dist_in1k,224,50.463,49.537,65.507,34.493,26.21,1.000,bicubic,-45.497,-33.673,+11 -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,50.457,49.543,65.433,34.567,34.36,0.950,bicubic,-45.663,-33.877,-48 -regnetz_d32.ra3_in1k,256,50.440,49.560,66.807,33.193,27.58,0.950,bicubic,-44.950,-32.363,+180 -xcit_small_12_p16_384.fb_dist_in1k,384,50.440,49.560,65.290,34.710,26.25,1.000,bicubic,-45.940,-34.230,-121 -volo_d1_384.sail_in1k,384,50.440,49.560,64.830,35.170,26.78,1.000,bicubic,-46.050,-34.720,-152 -efficientvit_b3.r288_in1k,288,50.387,49.613,64.077,35.923,48.65,1.000,bicubic,-45.733,-35.233,-53 -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,50.380,49.620,64.967,35.033,60.40,0.950,bicubic,-45.190,-34.263,+132 -flexivit_base.600ep_in1k,240,50.380,49.620,64.677,35.323,86.59,0.950,bicubic,-45.600,-34.743,+2 -seresnet152d.ra2_in1k,256,50.340,49.660,65.043,34.957,66.84,0.950,bicubic,-45.730,-34.307,-39 -resnetrs350.tf_in1k,288,50.340,49.660,64.553,35.447,163.96,1.000,bicubic,-45.880,-34.957,-79 -fastvit_sa36.apple_dist_in1k,256,50.327,49.673,65.720,34.280,31.53,0.900,bicubic,-45.623,-33.670,+6 -regnetz_040_h.ra3_in1k,320,50.320,49.680,65.617,34.383,28.94,1.000,bicubic,-46.020,-33.893,-116 -inception_next_small.sail_in1k,224,50.293,49.707,65.130,34.870,49.37,0.875,bicubic,-45.397,-34.140,+90 -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,50.287,49.713,66.150,33.850,194.03,0.875,bilinear,-45.123,-33.130,+164 -pit_b_distilled_224.in1k,224,50.253,49.747,64.953,35.047,74.79,0.900,bicubic,-45.607,-34.247,+29 -cait_s24_224.fb_dist_in1k,224,50.250,49.750,65.003,34.997,46.92,1.000,bicubic,-45.400,-34.377,+98 -eca_nfnet_l2.ra3_in1k,384,50.213,49.787,65.463,34.537,56.72,1.000,bicubic,-46.247,-34.107,-156 -pvt_v2_b5.in1k,224,50.180,49.820,65.063,34.937,81.96,0.900,bicubic,-45.770,-34.297,-3 -mvitv2_small.fb_in1k,224,50.163,49.837,64.893,35.107,34.87,0.900,bicubic,-45.727,-34.527,+13 -vit_small_patch16_384.augreg_in21k_ft_in1k,384,50.160,49.840,65.887,34.113,22.20,1.000,bicubic,-45.840,-33.713,-22 -resnest269e.in1k,416,50.140,49.860,64.663,35.337,110.93,0.928,bicubic,-45.980,-34.637,-70 -tresnet_v2_l.miil_in21k_ft_in1k,224,50.120,49.880,65.177,34.823,46.17,0.875,bilinear,-45.720,-34.113,+27 -tf_efficientnet_b3.ap_in1k,300,50.110,49.890,65.313,34.687,12.23,0.904,bicubic,-44.900,-33.887,+283 -deit3_medium_patch16_224.fb_in1k,224,50.090,49.910,64.693,35.307,38.85,0.900,bicubic,-45.300,-34.647,+163 -deit_base_distilled_patch16_224.fb_in1k,224,50.067,49.933,66.250,33.750,87.34,0.900,bicubic,-45.713,-33.050,+50 -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,50.057,49.943,64.943,35.057,38.88,0.950,bicubic,-45.733,-34.447,+45 -pvt_v2_b4.in1k,224,50.050,49.950,65.097,34.903,62.56,0.900,bicubic,-45.900,-34.253,-8 -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,50.017,49.983,64.617,35.383,60.40,0.950,bicubic,-45.653,-34.653,+80 -flexivit_base.300ep_in1k,240,49.993,50.007,64.150,35.850,86.59,0.950,bicubic,-45.957,-35.240,-11 -coat_lite_medium.in1k,224,49.977,50.023,64.800,35.200,44.57,0.900,bicubic,-46.023,-34.600,-28 -nextvit_base.bd_in1k_384,384,49.967,50.033,65.603,34.397,44.82,1.000,bicubic,-46.373,-33.977,-137 -seresnext101d_32x8d.ah_in1k,224,49.963,50.037,63.560,36.440,93.59,0.950,bicubic,-46.137,-35.740,-70 -efficientformer_l7.snap_dist_in1k,224,49.850,50.150,66.030,33.970,82.23,0.950,bicubic,-45.770,-33.370,+86 -resnet152d.ra2_in1k,256,49.837,50.163,64.857,35.143,60.21,0.950,bicubic,-45.583,-34.433,+138 -resnest200e.in1k,320,49.813,50.187,64.783,35.217,70.20,0.909,bicubic,-46.297,-34.697,-79 -volo_d2_224.sail_in1k,224,49.777,50.223,64.563,35.437,58.68,0.960,bicubic,-46.643,-34.957,-163 -seresnextaa101d_32x8d.ah_in1k,288,49.763,50.237,64.487,35.513,93.59,1.000,bicubic,-46.657,-35.033,-165 -resnet200d.ra2_in1k,256,49.750,50.250,64.910,35.090,64.69,0.950,bicubic,-45.900,-34.400,+76 -xception65.ra3_in1k,299,49.750,50.250,63.470,36.530,39.92,0.940,bicubic,-45.930,-35.980,+68 -mobilenetv4_conv_large.e600_r384_in1k,448,49.747,50.253,64.667,35.333,32.59,1.000,bicubic,-45.933,-34.643,+65 -resnetaa101d.sw_in12k_ft_in1k,224,49.723,50.277,64.583,35.417,44.57,0.950,bicubic,-46.107,-34.607,+13 -mobilenetv4_conv_large.e600_r384_in1k,384,49.673,50.327,65.140,34.860,32.59,0.950,bicubic,-45.717,-34.340,+144 -swinv2_base_window16_256.ms_in1k,256,49.597,50.403,63.717,36.283,87.92,0.900,bicubic,-46.573,-35.783,-103 -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,49.567,50.433,65.567,34.433,15.62,1.000,bicubic,-46.213,-33.713,+30 -nextvit_base.bd_in1k,224,49.560,50.440,64.893,35.107,44.82,0.950,bicubic,-46.130,-34.347,+57 -maxvit_rmlp_tiny_rw_256.sw_in1k,256,49.557,50.443,63.733,36.267,29.15,0.950,bicubic,-46.493,-35.617,-68 -efficientformerv2_l.snap_dist_in1k,224,49.550,50.450,65.107,34.893,26.32,0.950,bicubic,-46.190,-34.253,+42 -pvt_v2_b3.in1k,224,49.547,50.453,64.737,35.263,45.24,0.900,bicubic,-45.933,-34.393,+108 -convnext_small.fb_in1k,224,49.540,50.460,64.930,35.070,50.22,0.875,bicubic,-46.070,-34.350,+80 -fastvit_ma36.apple_in1k,256,49.523,50.477,63.457,36.543,44.07,0.950,bicubic,-46.487,-35.903,-53 -cait_xs24_384.fb_dist_in1k,384,49.503,50.497,64.837,35.163,26.67,1.000,bicubic,-46.507,-34.583,-55 -tf_efficientnet_b5.ra_in1k,456,49.483,50.517,65.607,34.393,30.39,0.934,bicubic,-46.507,-33.853,-48 -resnet200d.ra2_in1k,320,49.427,50.573,64.303,35.697,64.69,1.000,bicubic,-46.693,-35.157,-101 -xcit_small_12_p16_224.fb_dist_in1k,224,49.410,50.590,63.903,36.097,26.25,1.000,bicubic,-46.360,-35.517,+25 -mobilenetv4_conv_aa_large.e600_r384_in1k,384,49.390,50.610,64.317,35.683,32.59,0.950,bicubic,-46.320,-35.023,+44 -hiera_small_224.mae_in1k_ft_in1k,224,49.377,50.623,64.433,35.567,35.01,0.900,bicubic,-46.443,-34.967,+5 -resnest101e.in1k,256,49.373,50.627,65.513,34.487,48.28,0.875,bilinear,-46.237,-33.867,+70 -vit_base_patch32_224.augreg_in21k_ft_in1k,224,49.370,50.630,64.453,35.547,88.22,0.900,bicubic,-45.030,-34.607,+417 -regnetz_d8.ra3_in1k,256,49.310,50.690,65.443,34.557,23.37,0.940,bicubic,-46.520,-33.807,-7 -dm_nfnet_f2.dm_in1k,352,49.303,50.697,63.923,36.077,193.78,0.920,bicubic,-47.227,-35.617,-220 -rdnet_tiny.nv_in1k,224,49.300,50.700,63.573,36.427,23.86,0.900,bicubic,-46.020,-35.877,+143 -resnet152d.ra2_in1k,320,49.280,50.720,64.433,35.567,60.21,1.000,bicubic,-46.580,-34.997,-19 -tiny_vit_21m_224.in1k,224,49.247,50.753,64.283,35.717,21.20,0.950,bicubic,-46.443,-35.097,+41 -seresnet152d.ra2_in1k,320,49.207,50.793,64.270,35.730,66.84,1.000,bicubic,-47.113,-35.240,-162 -dm_nfnet_f1.dm_in1k,224,49.183,50.817,63.513,36.487,132.63,0.910,bicubic,-46.427,-35.727,+58 -regnetz_040.ra3_in1k,320,49.180,50.820,64.043,35.957,27.12,1.000,bicubic,-47.020,-35.467,-133 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,49.170,50.830,65.447,34.553,236.34,0.875,bicubic,-46.580,-33.913,+19 -xcit_large_24_p8_224.fb_in1k,224,49.157,50.843,62.720,37.280,188.93,1.000,bicubic,-46.933,-36.790,-102 -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,49.153,50.847,65.493,34.507,88.79,0.875,bilinear,-46.187,-33.837,+128 -resnetrs270.tf_in1k,256,49.140,50.860,63.827,36.173,129.86,1.000,bicubic,-46.690,-35.583,-19 -convnext_small.fb_in1k,288,49.043,50.957,64.770,35.230,50.22,1.000,bicubic,-46.947,-34.620,-66 -repvgg_b3.rvgg_in1k,224,49.020,50.980,64.893,35.107,123.09,0.875,bilinear,-45.590,-34.247,+341 -gcvit_base.in1k,224,49.000,51.000,63.957,36.043,90.32,0.875,bicubic,-47.060,-35.433,-99 -resmlp_big_24_224.fb_distilled_in1k,224,48.997,51.003,65.427,34.573,129.14,0.875,bicubic,-46.863,-34.013,-32 -maxxvit_rmlp_small_rw_256.sw_in1k,256,48.997,51.003,63.100,36.900,66.01,0.950,bicubic,-47.233,-36.390,-149 -volo_d1_224.sail_in1k,224,48.983,51.017,63.170,36.830,26.63,0.960,bicubic,-47.047,-36.340,-86 -resnext101_64x4d.tv_in1k,224,48.970,51.030,63.533,36.467,83.46,0.875,bilinear,-46.870,-35.787,-29 -efficientvit_b3.r224_in1k,224,48.963,51.037,62.997,37.003,48.65,0.950,bicubic,-46.587,-36.203,+68 -resnetaa101d.sw_in12k_ft_in1k,288,48.953,51.047,64.137,35.863,44.57,1.000,bicubic,-47.417,-35.453,-194 -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,48.953,51.047,64.033,35.967,38.88,0.950,bicubic,-46.957,-35.407,-54 -mobilenetv4_conv_aa_large.e600_r384_in1k,480,48.880,51.120,63.520,36.480,32.59,1.000,bicubic,-47.150,-36.030,-94 -resnetrs420.tf_in1k,416,48.817,51.183,63.480,36.520,191.89,1.000,bicubic,-47.633,-36.080,-215 -maxvit_tiny_tf_224.in1k,224,48.803,51.197,62.953,37.047,30.92,0.950,bicubic,-47.027,-36.347,-28 -seresnext101_32x8d.ah_in1k,224,48.750,51.250,62.243,37.757,93.57,0.950,bicubic,-47.050,-37.157,-16 -convformer_s18.sail_in1k,224,48.740,51.260,62.977,37.023,26.77,1.000,bicubic,-46.590,-36.403,+117 -caformer_s18.sail_in1k,224,48.733,51.267,62.943,37.057,26.34,1.000,bicubic,-46.997,-36.227,+6 -regnetz_d8_evos.ch_in1k,256,48.730,51.270,64.333,35.667,23.46,0.950,bicubic,-47.070,-34.927,-23 -hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.700,51.300,66.030,33.970,6.34,0.965,bicubic,-44.920,-32.930,+585 -efficientnetv2_rw_s.ra2_in1k,384,48.690,51.310,63.850,36.150,23.94,1.000,bicubic,-47.060,-35.620,-2 -regnetz_d32.ra3_in1k,320,48.627,51.373,65.233,34.767,27.58,0.950,bicubic,-47.243,-34.207,-51 -deit3_small_patch16_384.fb_in1k,384,48.607,51.393,62.750,37.250,22.21,1.000,bicubic,-47.053,-36.700,+21 -efficientnet_b3.ra2_in1k,320,48.600,51.400,64.340,35.660,12.23,1.000,bicubic,-46.550,-34.870,+166 -edgenext_base.usi_in1k,320,48.580,51.420,64.410,35.590,18.51,1.000,bicubic,-47.210,-34.850,-24 -swinv2_small_window16_256.ms_in1k,256,48.550,51.450,62.653,37.347,49.73,0.900,bicubic,-47.510,-36.727,-118 -seresnext101d_32x8d.ah_in1k,288,48.517,51.483,62.977,37.023,93.59,1.000,bicubic,-47.853,-36.493,-209 -ecaresnet101d.miil_in1k,224,48.510,51.490,64.117,35.883,44.57,0.875,bicubic,-46.690,-35.133,+151 -focalnet_base_lrf.ms_in1k,224,48.433,51.567,62.997,37.003,88.75,0.900,bicubic,-47.407,-36.173,-47 -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,48.423,51.577,63.933,36.067,36.43,0.900,bicubic,-46.717,-35.287,+165 -vit_large_patch32_384.orig_in21k_ft_in1k,384,48.363,51.637,61.900,38.100,306.63,1.000,bicubic,-46.887,-37.500,+127 -focalnet_base_srf.ms_in1k,224,48.323,51.677,63.020,36.980,88.15,0.900,bicubic,-47.567,-36.340,-67 -swinv2_base_window8_256.ms_in1k,256,48.293,51.707,63.410,36.590,87.92,0.900,bicubic,-47.757,-35.980,-122 -rexnetr_200.sw_in12k_ft_in1k,224,48.277,51.723,65.303,34.697,16.52,0.950,bicubic,-47.013,-34.087,+111 -repvgg_b3g4.rvgg_in1k,224,48.253,51.747,64.817,35.183,83.83,0.875,bilinear,-46.247,-34.273,+342 -convit_base.fb_in1k,224,48.217,51.783,63.003,36.997,86.54,0.875,bicubic,-46.903,-36.137,+167 -fastvit_sa36.apple_in1k,256,48.200,51.800,62.753,37.247,31.53,0.900,bicubic,-47.420,-36.697,+16 -swin_s3_base_224.ms_in1k,224,48.163,51.837,62.290,37.710,71.13,0.900,bicubic,-47.907,-37.120,-134 -resnext101_32x8d.tv2_in1k,224,48.133,51.867,62.700,37.300,88.79,0.965,bilinear,-47.177,-36.650,+101 -sequencer2d_l.in1k,224,48.130,51.870,62.283,37.717,54.30,0.875,bicubic,-47.730,-37.187,-68 -nextvit_small.bd_in1k_384,384,48.123,51.877,64.127,35.873,31.76,1.000,bicubic,-48.007,-35.273,-162 -gcvit_small.in1k,224,48.097,51.903,62.777,37.223,51.09,0.875,bicubic,-47.823,-36.713,-87 -regnety_160.deit_in1k,224,48.053,51.947,63.587,36.413,83.59,0.950,bicubic,-47.477,-35.713,+36 -tf_efficientnetv2_b3.in21k_ft_in1k,300,48.050,51.950,64.817,35.183,14.36,0.900,bicubic,-47.560,-34.483,+16 -regnetz_d8.ra3_in1k,320,48.027,51.973,64.323,35.677,23.37,1.000,bicubic,-47.993,-35.167,-121 -focalnet_small_lrf.ms_in1k,224,48.013,51.987,63.093,36.907,50.34,0.900,bicubic,-47.717,-36.277,-20 -resnetrs350.tf_in1k,384,47.987,52.013,62.597,37.403,163.96,1.000,bicubic,-48.273,-37.013,-198 -fastvit_sa24.apple_dist_in1k,256,47.980,52.020,62.843,37.157,21.55,0.900,bicubic,-47.600,-36.407,+19 -repvit_m1_5.dist_450e_in1k,224,47.973,52.027,63.670,36.330,14.64,0.950,bicubic,-47.347,-35.590,+88 -efficientnet_b3.ra2_in1k,288,47.970,52.030,63.930,36.070,12.23,0.875,bicubic,-46.970,-35.170,+206 -eca_nfnet_l1.ra2_in1k,256,47.967,52.033,63.090,36.910,41.41,0.900,bicubic,-47.643,-36.170,+6 -twins_svt_large.in1k,224,47.940,52.060,62.810,37.190,99.27,0.900,bicubic,-47.760,-36.530,-20 -convnextv2_tiny.fcmae_ft_in1k,224,47.927,52.073,63.297,36.703,28.64,0.875,bicubic,-47.373,-35.933,+89 -resnext101_32x8d.tv2_in1k,176,47.923,52.077,62.833,37.167,88.79,0.875,bilinear,-46.987,-36.387,+209 -vit_relpos_base_patch16_224.sw_in1k,224,47.893,52.107,62.847,37.153,86.43,0.900,bicubic,-47.287,-36.433,+128 -resnetrs200.tf_in1k,256,47.893,52.107,62.093,37.907,93.21,1.000,bicubic,-47.927,-37.237,-65 -convnextv2_nano.fcmae_ft_in22k_in1k,224,47.873,52.127,63.920,36.080,15.62,0.875,bicubic,-47.507,-35.400,+65 -mixer_b16_224.miil_in21k_ft_in1k,224,47.853,52.147,63.387,36.613,59.88,0.875,bilinear,-47.047,-35.693,+209 -tf_efficientnet_b5.aa_in1k,456,47.840,52.160,63.957,36.043,30.39,0.934,bicubic,-48.050,-35.383,-93 -regnetv_064.ra3_in1k,224,47.797,52.203,63.407,36.593,30.58,0.950,bicubic,-47.693,-35.943,+26 -repvit_m1_5.dist_300e_in1k,224,47.783,52.217,63.713,36.287,14.64,0.950,bicubic,-47.357,-35.527,+132 -repvgg_b2g4.rvgg_in1k,224,47.777,52.223,64.417,35.583,61.76,0.875,bilinear,-46.073,-34.333,+483 -regnety_1280.seer_ft_in1k,384,47.763,52.237,64.133,35.867,644.81,1.000,bicubic,-48.567,-35.277,-231 -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,47.757,52.243,65.663,34.337,217.32,1.000,bilinear,-48.533,-33.867,-222 -vit_little_patch16_reg4_gap_256.sbb_in1k,256,47.743,52.257,62.407,37.593,22.52,0.950,bicubic,-47.587,-36.743,+68 -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,47.733,52.267,62.400,37.600,86.43,0.900,bicubic,-47.527,-36.770,+89 -repvgg_d2se.rvgg_in1k,320,47.730,52.270,62.810,37.190,133.33,1.000,bilinear,-48.190,-36.460,-113 -tf_efficientnetv2_b3.in21k_ft_in1k,240,47.713,52.287,64.133,35.867,14.36,0.900,bicubic,-47.157,-34.887,+213 -mvitv2_tiny.fb_in1k,224,47.703,52.297,62.697,37.303,24.17,0.900,bicubic,-47.697,-36.463,+44 -vit_relpos_medium_patch16_cls_224.sw_in1k,224,47.637,52.363,61.797,38.203,38.76,0.900,bicubic,-47.643,-37.463,+79 -eca_nfnet_l1.ra2_in1k,320,47.617,52.383,62.643,37.357,41.41,1.000,bicubic,-48.323,-36.737,-119 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,47.610,52.390,63.327,36.673,11.07,0.950,bicubic,-48.010,-35.993,-20 -ecaresnet101d.miil_in1k,288,47.580,52.420,63.473,36.527,44.57,0.950,bicubic,-48.060,-35.887,-25 -seresnext101_32x8d.ah_in1k,288,47.577,52.423,61.370,38.630,93.57,1.000,bicubic,-48.553,-38.010,-193 -regnetz_d8_evos.ch_in1k,320,47.563,52.437,63.770,36.230,23.46,1.000,bicubic,-48.637,-35.720,-209 -pit_s_distilled_224.in1k,224,47.557,52.443,63.187,36.813,24.04,0.900,bicubic,-47.143,-35.653,+244 -mobilenetv4_conv_large.e500_r256_in1k,256,47.537,52.463,62.863,37.137,32.59,0.950,bicubic,-46.863,-36.057,+329 -focalnet_small_srf.ms_in1k,224,47.517,52.483,62.327,37.673,49.89,0.900,bicubic,-48.113,-37.043,-28 -resnest50d_4s2x40d.in1k,224,47.497,52.503,63.857,36.143,30.42,0.875,bicubic,-47.223,-35.313,+235 -efficientnet_b3_pruned.in1k,300,47.460,52.540,62.857,37.143,9.86,0.904,bicubic,-47.160,-36.293,+262 -davit_tiny.msft_in1k,224,47.433,52.567,63.277,36.723,28.36,0.950,bicubic,-47.667,-35.743,+127 -dm_nfnet_f1.dm_in1k,320,47.433,52.567,62.127,37.873,132.63,0.910,bicubic,-48.897,-37.403,-252 -coatnet_rmlp_1_rw_224.sw_in1k,224,47.410,52.590,61.367,38.633,41.69,0.950,bicubic,-48.100,-37.893,0 -vit_base_patch16_224.orig_in21k_ft_in1k,224,47.400,52.600,61.697,38.303,86.57,0.900,bicubic,-47.820,-37.563,+86 -xcit_small_24_p8_224.fb_in1k,224,47.357,52.643,61.113,38.887,47.63,1.000,bicubic,-48.603,-38.267,-139 -crossvit_18_dagger_408.in1k,408,47.347,52.653,60.887,39.113,44.61,1.000,bicubic,-48.783,-38.493,-209 -mobilenetv4_conv_large.e500_r256_in1k,320,47.333,52.667,62.390,37.610,32.59,1.000,bicubic,-47.827,-36.950,+98 -hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.323,52.677,64.477,35.523,6.34,1.000,bicubic,-46.797,-34.483,+402 -resnet101d.ra2_in1k,256,47.307,52.693,62.957,37.043,44.57,0.950,bicubic,-48.123,-36.303,+13 -poolformerv2_m48.sail_in1k,224,47.297,52.703,63.887,36.113,73.35,1.000,bicubic,-47.903,-35.343,+91 -tresnet_m.miil_in21k_ft_in1k,224,47.297,52.703,62.047,37.953,31.39,0.875,bilinear,-48.123,-37.263,+17 -wide_resnet101_2.tv2_in1k,224,47.247,52.753,61.967,38.033,126.89,0.965,bilinear,-48.003,-37.283,+69 -efficientformer_l3.snap_dist_in1k,224,47.237,52.763,63.450,36.550,31.41,0.950,bicubic,-47.983,-35.720,+75 -repvit_m3.dist_in1k,224,47.203,52.797,63.497,36.503,10.68,0.950,bicubic,-47.527,-35.583,+218 -convnext_nano.in12k_ft_in1k,224,47.193,52.807,63.967,36.033,15.59,0.950,bicubic,-48.027,-35.203,+74 -regnety_032.ra_in1k,224,47.190,52.810,62.537,37.463,19.44,0.950,bicubic,-47.730,-36.643,+164 -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.183,52.817,63.400,36.600,44.18,0.875,bilinear,-47.977,-35.850,+88 -efficientvit_b2.r256_in1k,256,47.183,52.817,61.670,38.330,24.33,1.000,bicubic,-48.107,-37.440,+50 -tf_efficientnet_b6.aa_in1k,528,47.160,52.840,63.040,36.960,43.04,0.942,bicubic,-49.130,-36.590,-257 -regnety_080.ra3_in1k,224,47.160,52.840,62.090,37.910,39.18,0.950,bicubic,-48.410,-37.200,-26 -convnext_tiny.fb_in1k,224,47.133,52.867,63.180,36.820,28.59,0.875,bicubic,-47.837,-36.030,+146 -resnetrs270.tf_in1k,352,47.130,52.870,62.063,37.937,129.86,1.000,bicubic,-48.930,-37.417,-197 -regnety_320.tv2_in1k,224,47.083,52.917,62.087,37.913,145.05,0.965,bicubic,-48.507,-37.073,-39 -efficientvit_b2.r288_in1k,288,47.080,52.920,61.683,38.317,24.33,1.000,bicubic,-48.530,-37.607,-43 -xcit_small_12_p8_224.fb_in1k,224,47.080,52.920,60.657,39.343,26.21,1.000,bicubic,-48.370,-38.733,-7 -tf_efficientnet_b4.aa_in1k,380,47.070,52.930,62.850,37.150,19.34,0.922,bicubic,-48.520,-36.550,-41 -inception_next_tiny.sail_in1k,224,47.037,52.963,62.957,37.043,28.06,0.875,bicubic,-48.083,-36.163,+95 -regnetz_c16.ra3_in1k,256,47.027,52.973,63.673,36.327,13.46,0.940,bicubic,-48.133,-35.577,+81 -vit_base_patch16_rpn_224.sw_in1k,224,47.027,52.973,62.427,37.573,86.54,0.900,bicubic,-47.803,-36.663,+181 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.017,52.983,63.000,37.000,11.07,1.000,bicubic,-48.703,-36.300,-82 -swin_base_patch4_window12_384.ms_in1k,384,46.997,53.003,61.867,38.133,87.90,1.000,bicubic,-49.393,-37.663,-300 -swinv2_small_window8_256.ms_in1k,256,46.990,53.010,62.160,37.840,49.73,0.900,bicubic,-48.780,-37.140,-102 -hgnetv2_b1.ssld_stage2_ft_in1k,224,46.967,53.033,64.367,35.633,6.34,0.965,bicubic,-46.653,-34.383,+493 -convnext_tiny_hnf.a2h_in1k,224,46.957,53.043,61.160,38.840,28.59,0.950,bicubic,-47.803,-38.010,+187 -convnextv2_tiny.fcmae_ft_in1k,288,46.953,53.047,62.473,37.527,28.64,1.000,bicubic,-48.867,-36.947,-123 -rexnetr_200.sw_in12k_ft_in1k,288,46.937,53.063,63.830,36.170,16.52,1.000,bicubic,-48.383,-35.430,+19 -resnet101d.ra2_in1k,320,46.930,53.070,62.447,37.553,44.57,1.000,bicubic,-48.820,-36.993,-100 -coat_small.in1k,224,46.930,53.070,61.367,38.633,21.69,0.900,bicubic,-48.280,-37.893,+58 -xception65p.ra3_in1k,299,46.890,53.110,61.070,38.930,39.82,0.940,bicubic,-48.780,-38.330,-79 -xcit_large_24_p16_224.fb_in1k,224,46.890,53.110,60.760,39.240,189.10,1.000,bicubic,-48.060,-38.440,+135 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,46.887,53.113,62.573,37.427,11.07,0.950,bicubic,-48.213,-36.567,+85 -nextvit_small.bd_in1k,224,46.857,53.143,62.813,37.187,31.76,0.950,bicubic,-48.373,-36.317,+43 -maxvit_tiny_rw_224.sw_in1k,224,46.847,53.153,60.767,39.233,29.06,0.950,bicubic,-48.883,-38.523,-96 -resnet152.a1h_in1k,224,46.847,53.153,60.590,39.410,60.19,0.950,bicubic,-48.733,-38.630,-56 -pvt_v2_b2_li.in1k,224,46.803,53.197,62.390,37.610,22.55,0.900,bicubic,-48.467,-36.900,+26 -gc_efficientnetv2_rw_t.agc_in1k,224,46.790,53.210,61.323,38.677,13.68,1.000,bicubic,-47.750,-37.737,+244 -resnet152.tv2_in1k,224,46.777,53.223,61.003,38.997,60.19,0.965,bilinear,-48.303,-38.187,+90 -efficientformerv2_s2.snap_dist_in1k,224,46.767,53.233,61.837,38.163,12.71,0.950,bicubic,-48.343,-37.283,+77 -seresnext101_64x4d.gluon_in1k,224,46.677,53.323,61.363,38.637,88.23,0.875,bicubic,-47.983,-37.737,+207 -fastvit_sa24.apple_in1k,256,46.657,53.343,61.637,38.363,21.55,0.900,bicubic,-48.653,-37.673,+11 -regnety_640.seer_ft_in1k,384,46.610,53.390,63.093,36.907,281.38,1.000,bicubic,-49.420,-36.247,-210 -fbnetv3_g.ra2_in1k,240,46.590,53.410,62.600,37.400,16.62,0.950,bilinear,-48.010,-36.500,+214 -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.577,53.423,63.923,36.077,28.29,0.900,bicubic,-48.263,-35.317,+155 -twins_pcpvt_large.in1k,224,46.543,53.457,62.193,37.807,60.99,0.900,bicubic,-49.197,-37.177,-114 -convnext_tiny.fb_in1k,288,46.530,53.470,63.247,36.753,28.59,1.000,bicubic,-48.680,-36.073,+40 -regnetv_064.ra3_in1k,288,46.520,53.480,62.297,37.703,30.58,1.000,bicubic,-49.280,-37.123,-142 -resnet152.a1h_in1k,288,46.520,53.480,60.517,39.483,60.19,1.000,bicubic,-49.260,-38.923,-131 -swin_base_patch4_window7_224.ms_in1k,224,46.507,53.493,61.470,38.530,87.77,0.900,bicubic,-49.393,-38.080,-176 -convnextv2_nano.fcmae_ft_in22k_in1k,288,46.463,53.537,62.877,37.123,15.62,1.000,bicubic,-48.917,-36.353,-19 -efficientnetv2_rw_t.ra2_in1k,224,46.433,53.567,61.437,38.563,13.65,1.000,bicubic,-48.227,-37.623,+194 -xcit_medium_24_p8_224.fb_in1k,224,46.423,53.577,59.597,40.403,84.32,1.000,bicubic,-49.467,-39.763,-173 -coatnet_1_rw_224.sw_in1k,224,46.417,53.583,60.103,39.897,41.72,0.950,bicubic,-49.203,-39.117,-88 -gcvit_tiny.in1k,224,46.407,53.593,61.660,38.340,28.22,0.875,bicubic,-49.293,-37.710,-110 -resnetrs200.tf_in1k,320,46.393,53.607,60.970,39.030,93.21,1.000,bicubic,-49.927,-38.570,-311 -swin_s3_small_224.ms_in1k,224,46.383,53.617,60.840,39.160,49.74,0.900,bicubic,-49.467,-38.570,-167 -crossvit_15_dagger_408.in1k,408,46.383,53.617,60.533,39.467,28.50,1.000,bicubic,-49.447,-38.757,-160 -fbnetv3_g.ra2_in1k,288,46.377,53.623,62.477,37.523,16.62,0.950,bilinear,-48.753,-36.713,+54 -hgnetv2_b0.ssld_stage1_in22k_in1k,224,46.310,53.690,63.407,36.593,6.00,0.965,bicubic,-46.360,-35.193,+613 -tresnet_xl.miil_in1k,224,46.307,53.693,61.890,38.110,78.44,0.875,bilinear,-48.773,-37.290,+65 -cs3se_edgenet_x.c2ns_in1k,256,46.307,53.693,61.277,38.723,50.72,0.950,bicubic,-49.303,-38.023,-93 -hgnetv2_b0.ssld_stage2_ft_in1k,224,46.287,53.713,63.273,36.727,6.00,0.965,bicubic,-46.553,-35.417,+591 -xcit_tiny_24_p8_224.fb_dist_in1k,224,46.280,53.720,60.613,39.387,12.11,1.000,bicubic,-49.200,-38.717,-63 -rexnet_300.nav_in1k,224,46.253,53.747,62.443,37.557,34.71,0.875,bicubic,-49.307,-36.997,-77 -sequencer2d_m.in1k,224,46.247,53.753,60.817,39.183,38.31,0.875,bicubic,-49.363,-38.463,-97 -xcit_tiny_24_p8_384.fb_dist_in1k,384,46.247,53.753,60.640,39.360,12.11,1.000,bicubic,-50.003,-38.670,-301 -dm_nfnet_f0.dm_in1k,192,46.210,53.790,61.467,38.533,71.49,0.900,bicubic,-48.480,-37.323,+169 -resnest50d_1s4x24d.in1k,224,46.203,53.797,62.513,37.487,25.68,0.875,bicubic,-48.177,-36.517,+254 -resnetrs152.tf_in1k,256,46.203,53.797,60.767,39.233,86.62,1.000,bicubic,-49.177,-38.413,-37 -repvit_m1_1.dist_450e_in1k,224,46.167,53.833,63.340,36.660,8.80,0.950,bicubic,-48.383,-35.650,+206 -mobilenetv4_hybrid_medium.e500_r224_in1k,224,46.167,53.833,61.900,38.100,11.07,0.950,bicubic,-48.033,-37.120,+307 -nfnet_l0.ra2_in1k,224,46.153,53.847,62.790,37.210,35.07,0.900,bicubic,-48.737,-36.340,+108 -deit_small_distilled_patch16_224.fb_in1k,224,46.153,53.847,62.453,37.547,22.44,0.900,bicubic,-48.427,-36.637,+190 -gernet_m.idstcv_in1k,224,46.150,53.850,62.733,37.267,21.14,0.875,bilinear,-48.410,-36.247,+197 -regnety_160.deit_in1k,288,46.127,53.873,61.787,38.213,83.59,1.000,bicubic,-49.773,-37.683,-204 -crossvit_base_240.in1k,240,46.087,53.913,60.227,39.773,105.03,0.875,bicubic,-48.933,-39.053,+71 -tf_efficientnet_b0.ns_jft_in1k,224,46.060,53.940,63.280,36.720,5.29,0.875,bicubic,-47.710,-35.550,+401 -poolformerv2_m36.sail_in1k,224,46.050,53.950,62.200,37.800,56.08,1.000,bicubic,-48.990,-36.760,+60 -poolformerv2_s36.sail_in1k,224,46.030,53.970,62.300,37.700,30.79,1.000,bicubic,-48.680,-36.430,+147 -vit_small_patch16_224.augreg_in21k_ft_in1k,224,46.027,53.973,61.850,38.150,22.05,0.900,bicubic,-48.883,-37.420,+91 -resnet51q.ra2_in1k,288,46.027,53.973,60.923,39.077,35.70,1.000,bilinear,-49.183,-38.317,+8 -swinv2_cr_small_ns_224.sw_in1k,224,46.027,53.973,60.603,39.397,49.70,0.900,bicubic,-49.693,-38.837,-141 -nest_base_jx.goog_in1k,224,45.967,54.033,60.100,39.900,67.72,0.875,bicubic,-49.563,-39.240,-92 -deit3_small_patch16_224.fb_in1k,224,45.967,54.033,58.960,41.040,22.06,0.900,bicubic,-48.743,-40.150,+146 -crossvit_18_240.in1k,240,45.957,54.043,60.350,39.650,43.27,0.875,bicubic,-49.103,-38.770,+49 -vit_relpos_medium_patch16_224.sw_in1k,224,45.943,54.057,61.093,38.907,38.75,0.900,bicubic,-49.257,-38.057,+5 -regnety_080.ra3_in1k,288,45.933,54.067,60.840,39.160,39.18,1.000,bicubic,-49.927,-38.620,-203 -regnetz_c16.ra3_in1k,320,45.930,54.070,62.750,37.250,13.46,1.000,bicubic,-49.460,-36.490,-61 -mobilenetv4_hybrid_medium.e500_r224_in1k,256,45.913,54.087,61.563,38.437,11.07,1.000,bicubic,-48.947,-37.637,+104 -twins_pcpvt_base.in1k,224,45.903,54.097,61.387,38.613,43.83,0.900,bicubic,-49.577,-37.903,-92 -resnext101_64x4d.c1_in1k,224,45.887,54.113,59.310,40.690,83.46,0.950,bicubic,-49.343,-39.910,-13 -resnest50d.in1k,224,45.883,54.117,62.683,37.317,27.48,0.875,bilinear,-48.747,-36.457,+159 -twins_svt_base.in1k,224,45.880,54.120,60.913,39.087,56.07,0.900,bicubic,-49.690,-38.347,-108 -regnety_032.ra_in1k,288,45.873,54.127,61.527,38.473,19.44,1.000,bicubic,-49.597,-37.803,-90 -regnetz_c16_evos.ch_in1k,256,45.867,54.133,62.960,37.040,13.49,0.950,bicubic,-49.493,-36.280,-58 -convnext_nano.in12k_ft_in1k,288,45.867,54.133,62.610,37.390,15.59,1.000,bicubic,-49.523,-36.810,-70 -convnext_tiny_hnf.a2h_in1k,288,45.840,54.160,60.143,39.857,28.59,1.000,bicubic,-49.430,-39.137,-34 -crossvit_18_dagger_240.in1k,240,45.830,54.170,59.970,40.030,44.27,0.875,bicubic,-49.360,-39.150,-5 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,45.823,54.177,61.583,38.417,11.07,1.000,bicubic,-49.487,-37.847,-49 -levit_384.fb_dist_in1k,224,45.780,54.220,61.720,38.280,39.13,0.900,bicubic,-49.440,-37.480,-16 -levit_conv_384.fb_dist_in1k,224,45.777,54.223,61.717,38.283,39.13,0.900,bicubic,-49.443,-37.603,-16 -hiera_tiny_224.mae_in1k_ft_in1k,224,45.760,54.240,61.060,38.940,27.91,0.900,bicubic,-49.490,-38.140,-29 -gc_efficientnetv2_rw_t.agc_in1k,288,45.730,54.270,60.300,39.700,13.68,1.000,bicubic,-49.570,-38.940,-49 -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,45.723,54.277,60.950,39.050,38.73,0.900,bicubic,-49.367,-38.260,+20 -xcit_tiny_24_p16_384.fb_dist_in1k,384,45.700,54.300,60.527,39.473,12.12,1.000,bicubic,-49.770,-38.823,-102 -hgnetv2_b1.ssld_stage2_ft_in1k,288,45.693,54.307,62.693,37.307,6.34,1.000,bicubic,-48.487,-36.337,+273 -vit_srelpos_medium_patch16_224.sw_in1k,224,45.693,54.307,61.053,38.947,38.74,0.900,bicubic,-49.257,-38.217,+58 -convmixer_1536_20.in1k,224,45.683,54.317,61.690,38.310,51.63,0.960,bicubic,-49.287,-37.520,+52 -dm_nfnet_f0.dm_in1k,256,45.673,54.327,61.327,38.673,71.49,0.900,bicubic,-50.057,-37.963,-175 -regnetx_320.tv2_in1k,224,45.637,54.363,60.217,39.783,107.81,0.965,bicubic,-49.693,-39.073,-67 -efficientnetv2_rw_t.ra2_in1k,288,45.617,54.383,60.173,39.827,13.65,1.000,bicubic,-49.473,-38.927,+12 -crossvit_15_dagger_240.in1k,240,45.613,54.387,60.060,39.940,28.21,0.875,bicubic,-49.367,-39.090,+45 -flexivit_small.1200ep_in1k,240,45.603,54.397,59.907,40.093,22.06,0.950,bicubic,-49.657,-39.353,-46 -xcit_small_12_p16_224.fb_in1k,224,45.597,54.403,59.453,40.547,26.25,1.000,bicubic,-49.273,-39.587,+77 -xcit_medium_24_p16_224.fb_in1k,224,45.590,54.410,59.000,41.000,84.40,1.000,bicubic,-49.550,-40.010,-5 -xcit_small_24_p16_224.fb_in1k,224,45.577,54.423,58.967,41.033,47.67,1.000,bicubic,-49.503,-40.283,+13 -seresnext101_32x4d.gluon_in1k,224,45.547,54.453,61.107,38.893,48.96,0.875,bicubic,-48.953,-37.893,+170 -repvit_m1_1.dist_300e_in1k,224,45.540,54.460,62.743,37.257,8.80,0.950,bicubic,-48.650,-35.997,+260 -wide_resnet101_2.tv2_in1k,176,45.533,54.467,59.583,40.417,126.89,0.875,bilinear,-48.607,-39.267,+277 -resnet152d.gluon_in1k,224,45.460,54.540,60.070,39.930,60.21,0.875,bicubic,-48.990,-38.960,+184 -tf_efficientnet_b7.aa_in1k,600,45.457,54.543,61.763,38.237,66.35,0.949,bicubic,-50.623,-37.787,-309 -flexivit_small.600ep_in1k,240,45.433,54.567,59.627,40.373,22.06,0.950,bicubic,-49.857,-39.583,-65 -cs3se_edgenet_x.c2ns_in1k,320,45.413,54.587,60.457,39.543,50.72,1.000,bicubic,-50.637,-38.943,-303 -pvt_v2_b2.in1k,224,45.393,54.607,60.653,39.347,25.36,0.900,bicubic,-49.607,-38.407,+28 -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,45.387,54.613,61.710,38.290,9.72,1.000,bicubic,-48.743,-37.070,+272 -tf_efficientnetv2_s.in1k,300,45.383,54.617,60.237,39.763,21.46,1.000,bicubic,-50.017,-39.083,-103 -resnext101_64x4d.c1_in1k,288,45.383,54.617,59.047,40.953,83.46,1.000,bicubic,-50.187,-40.223,-145 -nfnet_l0.ra2_in1k,288,45.380,54.620,62.090,37.910,35.07,1.000,bicubic,-50.050,-37.110,-117 -regnety_320.seer_ft_in1k,384,45.377,54.623,62.223,37.777,145.05,1.000,bicubic,-50.423,-37.127,-222 -convnextv2_nano.fcmae_ft_in1k,224,45.377,54.623,61.180,38.820,15.62,0.875,bicubic,-49.533,-37.820,+47 -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,45.370,54.630,61.997,38.003,25.03,0.875,bilinear,-49.340,-37.243,+96 -resnetv2_50x1_bit.goog_distilled_in1k,224,45.363,54.637,62.267,37.733,25.55,0.875,bicubic,-50.027,-37.073,-106 -resnet51q.ra2_in1k,256,45.303,54.697,60.573,39.427,35.70,0.875,bilinear,-49.727,-38.617,+9 -resnet101.tv2_in1k,224,45.300,54.700,60.043,39.957,44.55,0.965,bilinear,-49.590,-38.987,+51 -cs3edgenet_x.c2_in1k,288,45.293,54.707,60.300,39.700,47.82,1.000,bicubic,-50.187,-39.070,-134 -nest_small_jx.goog_in1k,224,45.293,54.707,59.003,40.997,38.35,0.875,bicubic,-50.287,-40.307,-155 -resnet61q.ra2_in1k,288,45.273,54.727,59.333,40.667,36.85,1.000,bicubic,-49.867,-39.877,-29 -resnet101.a1h_in1k,224,45.263,54.737,59.807,40.193,44.55,0.950,bicubic,-49.727,-39.283,+16 -convit_small.fb_in1k,224,45.250,54.750,60.480,39.520,27.78,0.875,bicubic,-49.660,-38.640,+36 -mobilenetv4_conv_medium.e500_r256_in1k,256,45.233,54.767,61.863,38.137,9.72,0.950,bicubic,-48.617,-37.067,+318 -efficientvit_b2.r224_in1k,224,45.230,54.770,59.190,40.810,24.33,0.950,bicubic,-49.660,-40.010,+45 -nasnetalarge.tf_in1k,331,45.197,54.803,57.963,42.037,88.75,0.911,bicubic,-49.983,-41.167,-47 -tresnet_xl.miil_in1k_448,448,45.177,54.823,61.437,38.563,78.44,0.875,bilinear,-50.373,-37.893,-155 -focalnet_tiny_lrf.ms_in1k,224,45.163,54.837,61.253,38.747,28.65,0.900,bicubic,-50.057,-37.967,-62 -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,45.150,54.850,61.673,38.327,9.72,0.950,bicubic,-48.710,-37.437,+308 -rexnet_200.nav_in1k,224,45.140,54.860,62.320,37.680,16.37,0.875,bicubic,-49.530,-36.770,+98 -hgnetv2_b0.ssld_stage1_in22k_in1k,288,45.123,54.877,62.310,37.690,6.00,1.000,bicubic,-48.467,-36.400,+376 -swin_small_patch4_window7_224.ms_in1k,224,45.113,54.887,60.280,39.720,49.61,0.900,bicubic,-50.617,-38.930,-212 -mobilenetv4_conv_medium.e500_r224_in1k,256,45.090,54.910,61.497,38.503,9.72,1.000,bicubic,-49.000,-37.513,+261 -tf_efficientnet_b3.aa_in1k,300,45.087,54.913,60.687,39.313,12.23,0.904,bicubic,-49.833,-38.403,+22 -mobilenetv4_conv_medium.e500_r256_in1k,320,45.070,54.930,61.477,38.523,9.72,1.000,bicubic,-49.290,-37.313,+178 -sequencer2d_s.in1k,224,45.030,54.970,60.033,39.967,27.65,0.875,bicubic,-50.400,-39.047,-140 -maxxvit_rmlp_nano_rw_256.sw_in1k,256,44.993,55.007,59.603,40.397,16.78,0.950,bicubic,-50.367,-39.697,-116 -resnetrs152.tf_in1k,320,44.983,55.017,59.677,40.323,86.62,1.000,bicubic,-50.977,-39.743,-298 -resnet101.a1h_in1k,288,44.957,55.043,59.337,40.663,44.55,1.000,bicubic,-50.623,-39.923,-175 -regnetv_040.ra3_in1k,224,44.947,55.053,59.953,40.047,20.64,0.950,bicubic,-50.413,-39.447,-117 -hgnetv2_b0.ssld_stage2_ft_in1k,288,44.937,55.063,62.363,37.637,6.00,1.000,bicubic,-48.903,-36.367,+303 -deit_base_patch16_224.fb_in1k,224,44.913,55.087,59.183,40.817,86.57,0.900,bicubic,-50.127,-40.017,-19 -ecaresnetlight.miil_in1k,224,44.910,55.090,60.777,39.223,30.16,0.875,bicubic,-49.240,-38.223,+232 -flexivit_small.300ep_in1k,240,44.907,55.093,59.457,40.543,22.06,0.950,bicubic,-50.243,-39.753,-57 -mobilenetv4_conv_medium.e500_r224_in1k,224,44.900,55.100,61.387,38.613,9.72,0.950,bicubic,-48.770,-37.533,+342 -resnetv2_101.a1h_in1k,224,44.837,55.163,58.867,41.133,44.54,0.950,bicubic,-50.103,-40.333,+6 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,44.830,55.170,60.583,39.417,11.07,0.950,bicubic,-49.990,-38.237,+39 -tf_efficientnet_b2.ap_in1k,260,44.813,55.187,60.767,39.233,9.11,0.890,bicubic,-49.457,-38.273,+190 -coatnet_bn_0_rw_224.sw_in1k,224,44.810,55.190,60.933,39.067,27.44,0.950,bicubic,-50.170,-38.217,-10 -resmlp_24_224.fb_distilled_in1k,224,44.797,55.203,61.507,38.493,30.02,0.875,bicubic,-49.553,-37.453,+165 -focalnet_tiny_srf.ms_in1k,224,44.787,55.213,60.993,39.007,28.43,0.900,bicubic,-50.233,-38.057,-22 -repvit_m2.dist_in1k,224,44.777,55.223,61.873,38.127,8.80,0.950,bicubic,-49.683,-37.207,+131 -cait_xxs36_384.fb_dist_in1k,384,44.767,55.233,59.427,40.573,17.37,1.000,bicubic,-50.483,-39.893,-99 -edgenext_small.usi_in1k,256,44.757,55.243,60.847,39.153,5.59,0.950,bicubic,-49.643,-38.333,+146 -tiny_vit_11m_224.in1k,224,44.747,55.253,60.180,39.820,11.00,0.950,bicubic,-50.473,-39.060,-88 -resmlp_36_224.fb_distilled_in1k,224,44.730,55.270,61.157,38.843,44.69,0.875,bicubic,-49.840,-38.023,+94 -gernet_l.idstcv_in1k,256,44.717,55.283,58.993,41.007,31.08,0.875,bilinear,-50.223,-40.157,-7 -regnety_032.tv2_in1k,224,44.700,55.300,60.980,39.020,19.44,0.965,bicubic,-50.190,-38.020,+7 -xcit_tiny_24_p16_224.fb_dist_in1k,224,44.697,55.303,59.433,40.567,12.12,1.000,bicubic,-49.553,-39.607,+189 -deit_base_patch16_384.fb_in1k,384,44.667,55.333,59.570,40.430,86.86,1.000,bicubic,-50.993,-39.670,-220 -resnet61q.ra2_in1k,256,44.623,55.377,58.913,41.087,36.85,0.900,bicubic,-50.417,-40.027,-37 -ecaresnetlight.miil_in1k,288,44.603,55.397,60.430,39.570,30.16,0.950,bicubic,-49.947,-38.650,+97 -regnety_064.ra3_in1k,224,44.580,55.420,58.493,41.507,30.58,0.950,bicubic,-51.010,-40.977,-202 -vit_relpos_small_patch16_224.sw_in1k,224,44.540,55.460,60.200,39.800,21.98,0.900,bicubic,-50.140,-38.900,+62 -swinv2_tiny_window16_256.ms_in1k,256,44.503,55.497,59.467,40.533,28.35,0.900,bicubic,-50.867,-39.833,-147 -resnetv2_101.a1h_in1k,288,44.493,55.507,58.623,41.377,44.54,1.000,bicubic,-51.137,-40.677,-222 -inception_resnet_v2.tf_ens_adv_in1k,299,44.487,55.513,58.170,41.830,55.84,0.897,bicubic,-49.643,-40.690,+217 -gmlp_s16_224.ra3_in1k,224,44.480,55.520,58.653,41.347,19.42,0.875,bicubic,-49.060,-39.947,+351 -tiny_vit_5m_224.dist_in22k_ft_in1k,224,44.463,55.537,60.907,39.093,5.39,0.950,bicubic,-50.167,-38.153,+64 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,44.460,55.540,60.267,39.733,11.07,1.000,bicubic,-50.770,-39.133,-111 -resnetrs101.tf_in1k,192,44.440,55.560,59.397,40.603,63.62,0.940,bicubic,-49.960,-39.723,+132 -cs3edgenet_x.c2_in1k,256,44.430,55.570,59.723,40.277,47.82,0.887,bicubic,-50.710,-39.557,-83 -repvit_m1_0.dist_300e_in1k,224,44.417,55.583,61.430,38.570,7.30,0.950,bicubic,-49.353,-37.240,+290 -regnety_160.tv2_in1k,224,44.413,55.587,59.133,40.867,83.59,0.965,bicubic,-50.747,-40.197,-91 -repvit_m1_0.dist_450e_in1k,224,44.360,55.640,61.450,38.550,7.30,0.950,bicubic,-49.920,-37.540,+160 -tresnet_l.miil_in1k,224,44.353,55.647,59.950,40.050,55.99,0.875,bilinear,-50.507,-39.250,+5 -maxxvitv2_nano_rw_256.sw_in1k,256,44.337,55.663,58.723,41.277,23.70,0.950,bicubic,-51.103,-40.467,-184 -resnext101_32x4d.gluon_in1k,224,44.330,55.670,59.110,40.890,44.18,0.875,bicubic,-49.790,-39.950,+210 -gcvit_xtiny.in1k,224,44.260,55.740,59.983,40.017,19.98,0.875,bicubic,-50.780,-39.167,-58 -eca_nfnet_l0.ra2_in1k,224,44.213,55.787,60.810,39.190,24.14,0.900,bicubic,-50.747,-38.340,-34 -poolformer_m48.sail_in1k,224,44.190,55.810,59.163,40.837,73.47,0.950,bicubic,-50.900,-40.047,-72 -wide_resnet50_2.racm_in1k,224,44.157,55.843,59.670,40.330,68.88,0.875,bicubic,-50.503,-39.310,+48 -regnety_080_tv.tv2_in1k,224,44.153,55.847,58.813,41.187,39.38,0.965,bicubic,-51.167,-40.407,-150 -vit_srelpos_small_patch16_224.sw_in1k,224,44.133,55.867,59.680,40.320,21.97,0.900,bicubic,-50.447,-39.460,+62 -crossvit_15_240.in1k,240,44.127,55.873,59.153,40.847,27.53,0.875,bicubic,-50.553,-40.077,+40 -regnetz_c16_evos.ch_in1k,320,44.120,55.880,60.963,39.037,13.49,0.950,bicubic,-51.540,-38.427,-248 -hgnet_small.paddle_in1k,224,44.117,55.883,60.527,39.473,24.36,0.965,bicubic,-50.743,-38.613,-8 -resnet152s.gluon_in1k,224,44.117,55.883,58.760,41.240,60.32,0.875,bicubic,-50.633,-40.290,+12 -fastvit_sa12.apple_dist_in1k,256,44.113,55.887,59.067,40.933,11.58,0.900,bicubic,-50.587,-40.063,+28 -convnextv2_nano.fcmae_ft_in1k,288,44.103,55.897,60.173,39.827,15.62,1.000,bicubic,-51.057,-39.017,-108 -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,44.097,55.903,62.033,37.967,44.54,1.000,bilinear,-51.233,-37.267,-166 -seresnext50_32x4d.racm_in1k,224,44.097,55.903,59.373,40.627,27.56,0.875,bicubic,-50.783,-39.817,-18 -maxvit_rmlp_nano_rw_256.sw_in1k,256,44.093,55.907,58.160,41.840,15.50,0.950,bicubic,-51.337,-41.270,-195 -pit_b_224.in1k,224,44.083,55.917,58.007,41.993,73.76,0.900,bicubic,-50.737,-41.043,-6 -inception_resnet_v2.tf_in1k,299,44.070,55.930,57.923,42.077,55.84,0.897,bicubic,-50.270,-40.877,+124 -wide_resnet50_2.tv2_in1k,176,44.007,55.993,59.663,40.337,68.88,0.875,bilinear,-50.013,-39.437,+210 -pnasnet5large.tf_in1k,331,43.990,56.010,56.773,43.227,86.06,0.911,bicubic,-51.380,-42.357,-178 -ecaresnet50t.ra2_in1k,256,43.977,56.023,60.037,39.963,25.57,0.875,bicubic,-50.753,-39.033,+8 -poolformer_m36.sail_in1k,224,43.933,56.067,59.110,40.890,56.17,0.950,bicubic,-51.127,-40.050,-80 -resnetaa50d.sw_in12k_ft_in1k,224,43.920,56.080,59.530,40.470,25.58,0.950,bicubic,-51.030,-39.300,-53 -resnet50.fb_ssl_yfcc100m_ft_in1k,224,43.903,56.097,61.923,38.077,25.56,0.875,bilinear,-50.427,-37.217,+120 -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,43.903,56.097,59.383,40.617,13.42,0.950,bicubic,-50.557,-39.707,+78 -pit_s_224.in1k,224,43.893,56.107,58.660,41.340,23.46,0.900,bicubic,-50.707,-40.270,+39 -resnext101_64x4d.gluon_in1k,224,43.890,56.110,58.713,41.287,83.46,0.875,bicubic,-50.460,-40.197,+114 -tf_efficientnetv2_s.in1k,384,43.873,56.127,58.727,41.273,21.46,1.000,bicubic,-51.887,-40.683,-297 -coatnext_nano_rw_224.sw_in1k,224,43.847,56.153,58.583,41.417,14.70,0.900,bicubic,-51.013,-40.447,-28 -regnety_040.ra3_in1k,224,43.843,56.157,57.870,42.130,20.65,0.950,bicubic,-51.157,-41.270,-73 -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,43.840,56.160,58.800,41.200,15.25,0.950,bicubic,-50.550,-40.240,+96 -wide_resnet50_2.tv2_in1k,224,43.813,56.187,59.637,40.363,68.88,0.965,bilinear,-50.997,-39.643,-20 -cait_xxs36_224.fb_dist_in1k,224,43.803,56.197,58.790,41.210,17.30,1.000,bicubic,-50.137,-39.840,+211 -coat_lite_small.in1k,224,43.803,56.197,57.020,42.980,19.84,0.900,bicubic,-51.297,-42.230,-105 -ecaresnet50d.miil_in1k,224,43.780,56.220,60.343,39.657,25.58,0.875,bicubic,-50.450,-38.517,+140 -convnext_nano.d1h_in1k,224,43.770,56.230,58.773,41.227,15.59,0.950,bicubic,-50.540,-40.147,+110 -ecaresnet101d_pruned.miil_in1k,224,43.767,56.233,59.653,40.347,24.88,0.875,bicubic,-50.673,-39.387,+77 -tnt_s_patch16_224,224,43.767,56.233,59.217,40.783,23.76,0.900,bicubic,-50.803,-39.953,+35 -pit_xs_distilled_224.in1k,224,43.757,56.243,60.650,39.350,11.00,0.900,bicubic,-49.513,-38.100,+355 -resnet152.tv2_in1k,176,43.757,56.243,57.643,42.357,60.19,0.875,bilinear,-50.263,-41.277,+192 -regnetv_040.ra3_in1k,288,43.753,56.247,58.520,41.480,20.64,1.000,bicubic,-52.017,-40.840,-314 -mobilevitv2_200.cvnets_in22k_ft_in1k,256,43.720,56.280,59.470,40.530,18.45,0.888,bicubic,-51.380,-39.620,-115 -cspresnext50.ra_in1k,256,43.713,56.287,60.243,39.757,20.57,0.887,bilinear,-50.537,-38.707,+126 -edgenext_small.usi_in1k,320,43.693,56.307,59.930,40.070,5.59,1.000,bicubic,-51.157,-39.480,-39 -tf_efficientnet_b5.in1k,456,43.650,56.350,60.190,39.810,30.39,0.934,bicubic,-52.200,-39.000,-349 -swinv2_cr_small_224.sw_in1k,224,43.650,56.350,57.513,42.487,49.70,0.900,bicubic,-51.770,-41.547,-219 -rexnet_150.nav_in1k,224,43.610,56.390,60.927,39.073,9.73,0.875,bicubic,-50.680,-38.053,+107 -swin_s3_tiny_224.ms_in1k,224,43.587,56.413,59.353,40.647,28.33,0.900,bicubic,-51.373,-39.807,-80 -resnet101.tv2_in1k,176,43.567,56.433,57.790,42.210,44.55,0.875,bilinear,-50.363,-40.960,+198 -xcit_tiny_12_p8_224.fb_dist_in1k,224,43.553,56.447,58.437,41.563,6.71,1.000,bicubic,-51.167,-40.693,-19 -efficientformer_l1.snap_dist_in1k,224,43.533,56.467,59.930,40.070,12.29,0.950,bicubic,-50.457,-39.130,+186 -crossvit_small_240.in1k,240,43.533,56.467,58.980,41.020,26.86,0.875,bicubic,-51.057,-40.130,+13 -cs3sedarknet_x.c2ns_in1k,288,43.533,56.467,58.810,41.190,35.40,1.000,bicubic,-51.887,-40.350,-228 -maxvit_nano_rw_256.sw_in1k,256,43.523,56.477,57.500,42.500,15.45,0.950,bicubic,-51.957,-41.810,-245 -convnextv2_pico.fcmae_ft_in1k,224,43.490,56.510,60.043,39.957,9.07,0.875,bicubic,-50.610,-38.787,+158 -regnety_016.tv2_in1k,224,43.477,56.523,59.603,40.397,11.20,0.965,bicubic,-50.973,-39.407,+53 -tf_efficientnet_b4.in1k,380,43.470,56.530,59.587,40.413,19.34,0.922,bicubic,-52.030,-39.693,-254 -wide_resnet50_2.racm_in1k,288,43.460,56.540,59.047,40.953,68.88,0.950,bicubic,-51.670,-40.213,-140 -resnet101d.gluon_in1k,224,43.443,56.557,58.643,41.357,44.57,0.875,bicubic,-50.737,-40.277,+129 -efficientvit_b1.r288_in1k,288,43.440,56.560,57.847,42.153,9.10,1.000,bicubic,-50.730,-41.163,+131 -resnet101s.gluon_in1k,224,43.423,56.577,58.703,41.297,44.67,0.875,bicubic,-50.777,-40.137,+121 -ecaresnet50t.ra2_in1k,320,43.403,56.597,59.307,40.693,25.57,0.950,bicubic,-51.707,-39.983,-140 -nf_resnet50.ra2_in1k,256,43.360,56.640,60.593,39.407,25.56,0.940,bicubic,-50.780,-38.357,+139 -cspdarknet53.ra_in1k,256,43.353,56.647,59.477,40.523,27.64,0.887,bilinear,-50.787,-39.513,+137 -coatnet_rmlp_nano_rw_224.sw_in1k,224,43.347,56.653,58.647,41.353,15.15,0.900,bicubic,-51.713,-40.533,-125 -resnet152.a1_in1k,224,43.347,56.653,56.347,43.653,60.19,0.950,bicubic,-51.343,-42.623,-21 -eca_nfnet_l0.ra2_in1k,288,43.303,56.697,59.903,40.097,24.14,1.000,bicubic,-52.147,-39.507,-254 -efficientnet_b1.ra4_e3600_r240_in1k,288,43.303,56.697,59.017,40.983,7.79,1.000,bicubic,-51.137,-40.073,+45 -convmixer_768_32.in1k,224,43.260,56.740,59.363,40.637,21.11,0.960,bicubic,-51.150,-39.747,+52 -ecaresnet101d_pruned.miil_in1k,288,43.240,56.760,58.983,41.017,24.88,0.950,bicubic,-51.820,-40.217,-133 -xcit_tiny_24_p8_224.fb_in1k,224,43.233,56.767,57.297,42.703,12.11,1.000,bicubic,-51.647,-41.823,-76 -xcit_tiny_12_p8_384.fb_dist_in1k,384,43.227,56.773,58.140,41.860,6.71,1.000,bicubic,-52.223,-41.200,-258 -cs3sedarknet_x.c2ns_in1k,256,43.220,56.780,58.733,41.267,35.40,0.887,bicubic,-51.840,-40.507,-135 -poolformerv2_s24.sail_in1k,224,43.213,56.787,60.407,39.593,21.34,1.000,bicubic,-51.237,-38.503,+36 -visformer_small.in1k,224,43.210,56.790,57.980,42.020,40.22,0.900,bicubic,-51.760,-41.190,-109 -repvit_m0_9.dist_300e_in1k,224,43.207,56.793,60.447,39.553,5.49,0.950,bicubic,-50.243,-38.403,+289 -vit_small_patch32_384.augreg_in21k_ft_in1k,384,43.187,56.813,59.287,40.713,22.92,1.000,bicubic,-51.383,-39.853,-2 -fbnetv3_d.ra2_in1k,224,43.180,56.820,59.540,40.460,10.31,0.950,bilinear,-50.050,-39.000,+320 -mobilenet_edgetpu_v2_m,224,43.170,56.830,58.280,41.720,8.46,0.900,bicubic,-51.000,-40.640,+116 -tf_efficientnetv2_b3.in1k,240,43.167,56.833,58.913,41.087,14.36,0.904,bicubic,-51.063,-40.077,+96 -regnetx_160.tv2_in1k,224,43.157,56.843,57.463,42.537,54.28,0.965,bicubic,-52.103,-41.737,-209 -cspresnet50.ra_in1k,256,43.147,56.853,59.250,40.750,21.62,0.887,bilinear,-50.763,-39.530,+168 -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,43.147,56.853,58.433,41.567,119.42,0.900,bicubic,-50.023,-40.247,+325 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,43.147,56.853,58.280,41.720,8.46,0.900,bicubic,-51.023,-40.660,+109 -regnety_064.ra3_in1k,288,43.143,56.857,57.300,42.700,30.58,1.000,bicubic,-52.667,-41.990,-373 -regnetx_080.tv2_in1k,224,43.133,56.867,57.973,42.027,39.57,0.965,bicubic,-51.617,-40.977,-64 -resnest26d.gluon_in1k,224,43.130,56.870,60.590,39.410,17.07,0.875,bilinear,-50.150,-37.940,+304 -repvit_m0_9.dist_450e_in1k,224,43.130,56.870,60.437,39.563,5.49,0.950,bicubic,-50.340,-38.563,+272 -twins_pcpvt_small.in1k,224,43.097,56.903,58.933,41.067,24.11,0.900,bicubic,-51.513,-40.057,-28 -coatnet_nano_rw_224.sw_in1k,224,43.070,56.930,57.877,42.123,15.14,0.900,bicubic,-51.960,-41.313,-139 -ecaresnet50d.miil_in1k,288,43.067,56.933,59.480,40.520,25.58,0.950,bicubic,-51.613,-39.620,-45 -efficientnet_b1.ra4_e3600_r240_in1k,240,43.057,56.943,59.263,40.737,7.79,0.900,bicubic,-51.163,-39.827,+85 -resmlp_36_224.fb_in1k,224,43.010,56.990,59.413,40.587,44.69,0.875,bicubic,-50.660,-39.287,+216 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,42.973,57.027,58.017,41.983,8.46,0.950,bicubic,-51.577,-40.883,-10 -resnet152.gluon_in1k,224,42.973,57.027,57.773,42.227,60.19,0.875,bicubic,-51.067,-41.247,+132 -mobilenet_edgetpu_v2_m,256,42.957,57.043,58.010,41.990,8.46,0.950,bicubic,-51.603,-40.810,-20 -resnet50.b1k_in1k,224,42.953,57.047,58.933,41.067,25.56,0.950,bicubic,-50.747,-39.867,+208 -twins_svt_small.in1k,224,42.940,57.060,58.433,41.567,24.06,0.900,bicubic,-51.830,-40.647,-80 -fastvit_sa12.apple_in1k,256,42.923,57.077,58.873,41.127,11.58,0.900,bicubic,-51.537,-40.197,+6 -fbnetv3_d.ra2_in1k,256,42.907,57.093,59.650,40.350,10.31,0.950,bilinear,-50.913,-39.250,+172 -tf_efficientnet_b1.ap_in1k,240,42.887,57.113,58.907,41.093,7.79,0.882,bicubic,-50.753,-39.873,+216 -dpn131.mx_in1k,224,42.883,57.117,57.167,42.833,79.25,0.875,bicubic,-50.907,-41.743,+180 -tf_efficientnet_lite4.in1k,380,42.877,57.123,57.723,42.277,13.01,0.920,bilinear,-52.003,-41.407,-106 -gcresnet50t.ra2_in1k,256,42.860,57.140,59.233,40.767,25.90,0.900,bicubic,-51.750,-39.687,-42 -resnet50d.ra4_e3600_r224_in1k,224,42.857,57.143,58.163,41.837,25.58,0.950,bicubic,-51.963,-40.947,-95 -resnet152c.gluon_in1k,224,42.850,57.150,57.793,42.207,60.21,0.875,bicubic,-51.040,-41.097,+149 -resnet50.tv2_in1k,224,42.840,57.160,58.543,41.457,25.56,0.965,bilinear,-51.750,-40.527,-40 -coatnet_0_rw_224.sw_in1k,224,42.807,57.193,56.297,43.703,27.44,0.950,bicubic,-52.123,-42.723,-131 -tresnet_l.miil_in1k_448,448,42.803,57.197,58.943,41.057,55.99,0.875,bilinear,-52.607,-40.457,-280 -cs3darknet_x.c2ns_in1k,256,42.803,57.197,58.367,41.633,35.05,0.950,bicubic,-52.227,-40.783,-162 -gcresnet50t.ra2_in1k,288,42.790,57.210,59.073,40.927,25.90,1.000,bicubic,-51.970,-40.047,-91 -levit_256.fb_dist_in1k,224,42.787,57.213,57.913,42.087,18.89,0.900,bicubic,-51.633,-40.967,+6 -levit_conv_256.fb_dist_in1k,224,42.783,57.217,57.913,42.087,18.89,0.900,bicubic,-51.627,-41.147,+9 -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,42.777,57.223,58.860,41.140,18.45,1.000,bicubic,-52.643,-40.440,-289 -cs3darknet_x.c2ns_in1k,288,42.770,57.230,58.157,41.843,35.05,1.000,bicubic,-52.500,-40.813,-247 -dpn107.mx_in1k,224,42.763,57.237,57.280,42.720,86.92,0.875,bicubic,-51.247,-41.610,+118 -resnext50_32x4d.tv2_in1k,224,42.753,57.247,57.563,42.437,25.03,0.965,bilinear,-51.737,-41.457,-20 -seresnext50_32x4d.gluon_in1k,224,42.700,57.300,58.657,41.343,27.56,0.875,bicubic,-51.470,-40.213,+73 -resnet152.a3_in1k,160,42.700,57.300,56.957,43.043,60.19,0.950,bicubic,-50.670,-41.623,+265 -resnet50d.ra2_in1k,224,42.693,57.307,58.750,41.250,25.58,0.875,bicubic,-51.367,-40.180,+104 -tresnet_m.miil_in1k,224,42.693,57.307,58.193,41.807,31.39,0.875,bilinear,-51.407,-40.837,+92 -convnext_nano_ols.d1h_in1k,224,42.693,57.307,57.663,42.337,15.65,0.950,bicubic,-51.457,-41.287,+79 -resnext101_32x8d.tv_in1k,224,42.600,57.400,58.370,41.630,88.79,0.875,bilinear,-51.180,-40.580,+160 -regnety_040.ra3_in1k,288,42.597,57.403,57.003,42.997,20.65,1.000,bicubic,-52.853,-42.187,-312 -resnetv2_50d_gn.ah_in1k,224,42.583,57.417,57.753,42.247,25.57,0.950,bicubic,-51.837,-41.307,-5 -convnext_nano.d1h_in1k,288,42.580,57.420,57.537,42.463,15.59,1.000,bicubic,-52.310,-41.713,-136 -xcit_tiny_12_p16_384.fb_dist_in1k,384,42.573,57.427,58.060,41.940,6.72,1.000,bicubic,-51.977,-41.130,-44 -resnetaa50d.sw_in12k_ft_in1k,288,42.550,57.450,58.457,41.543,25.58,1.000,bicubic,-52.740,-40.733,-266 -fastvit_s12.apple_dist_in1k,256,42.547,57.453,58.160,41.840,9.47,0.900,bicubic,-51.733,-40.960,+30 -mobilevitv2_175.cvnets_in22k_ft_in1k,256,42.527,57.473,58.297,41.703,14.25,0.888,bicubic,-52.243,-40.803,-114 -efficientvit_b1.r256_in1k,256,42.527,57.473,57.487,42.513,9.10,1.000,bicubic,-51.133,-41.273,+183 -resnetv2_50d_evos.ah_in1k,224,42.517,57.483,57.147,42.853,25.59,0.950,bicubic,-51.773,-41.943,+23 -seresnet50.ra2_in1k,224,42.487,57.513,58.747,41.253,28.09,0.875,bicubic,-51.633,-40.163,+77 -nf_resnet50.ra2_in1k,288,42.483,57.517,59.607,40.393,25.56,0.940,bicubic,-51.887,-39.443,-2 -resnet50.b2k_in1k,224,42.467,57.533,58.137,41.863,25.56,0.950,bicubic,-51.333,-40.303,+141 -seresnext50_32x4d.racm_in1k,288,42.467,57.533,58.127,41.873,27.56,0.950,bicubic,-52.543,-40.963,-180 -resnetrs101.tf_in1k,288,42.460,57.540,57.290,42.710,63.62,0.940,bicubic,-52.770,-41.920,-253 -resnet50.tv2_in1k,176,42.430,57.570,58.043,41.957,25.56,0.875,bilinear,-51.320,-40.707,+155 -poolformer_s36.sail_in1k,224,42.383,57.617,58.803,41.197,30.86,0.900,bicubic,-52.247,-40.227,-82 -repvit_m1.dist_in1k,224,42.370,57.630,59.640,40.360,5.49,0.950,bicubic,-50.970,-39.020,+245 -mobileone_s4.apple_in1k,224,42.370,57.630,58.053,41.947,14.95,0.900,bilinear,-51.370,-40.887,+156 -nest_tiny_jx.goog_in1k,224,42.347,57.653,57.040,42.960,17.06,0.875,bicubic,-52.593,-42.130,-166 -legacy_senet154.in1k,224,42.340,57.660,56.647,43.353,115.09,0.875,bilinear,-52.400,-42.453,-116 -tf_efficientnetv2_b3.in1k,300,42.333,57.667,58.017,41.983,14.36,0.904,bicubic,-52.807,-40.903,-230 -mobileone_s3.apple_in1k,224,42.300,57.700,59.327,40.673,10.17,0.900,bilinear,-50.700,-39.283,+284 -hgnet_small.paddle_in1k,288,42.287,57.713,58.703,41.297,24.36,1.000,bicubic,-52.803,-40.617,-217 -xcit_tiny_24_p16_224.fb_in1k,224,42.283,57.717,56.793,43.207,12.12,1.000,bicubic,-51.567,-42.107,+119 -tf_efficientnet_cc_b1_8e.in1k,240,42.277,57.723,58.540,41.460,39.72,0.882,bicubic,-51.313,-40.440,+183 -deit_small_patch16_224.fb_in1k,224,42.270,57.730,58.007,41.993,22.05,0.900,bicubic,-51.730,-40.943,+86 -convmixer_1024_20_ks9_p14.in1k,224,42.260,57.740,59.687,40.313,24.38,0.960,bicubic,-50.070,-38.723,+366 -tf_efficientnet_b2.aa_in1k,260,42.243,57.757,58.223,41.777,9.11,0.890,bicubic,-51.967,-40.617,+28 -resnet101.a1_in1k,224,42.233,57.767,55.470,44.530,44.55,0.950,bicubic,-52.247,-43.290,-52 -resnet152.a1_in1k,288,42.233,57.767,55.470,44.530,60.19,1.000,bicubic,-52.907,-43.600,-237 -dpn68b.ra_in1k,224,42.203,57.797,56.637,43.363,12.61,0.950,bicubic,-51.077,-42.233,+239 -dpn98.mx_in1k,224,42.170,57.830,56.677,43.323,61.57,0.875,bicubic,-51.790,-41.843,+86 -resnet50d.ra4_e3600_r224_in1k,288,42.163,57.837,57.627,42.373,25.58,1.000,bicubic,-53.117,-41.493,-290 -cait_xxs24_384.fb_dist_in1k,384,42.160,57.840,57.503,42.497,12.03,1.000,bicubic,-52.820,-41.727,-194 -resnext50_32x4d.gluon_in1k,224,42.140,57.860,57.693,42.307,25.03,0.875,bicubic,-51.560,-40.977,+148 -xception41p.ra3_in1k,299,42.070,57.930,56.817,43.183,26.91,0.940,bicubic,-53.010,-42.253,-225 -hgnet_tiny.paddle_in1k,224,42.053,57.947,59.000,41.000,14.74,0.965,bicubic,-51.817,-39.760,+97 -resnet50.ram_in1k,224,42.050,57.950,56.097,43.903,25.56,0.875,bicubic,-51.470,-42.703,+185 -convnext_nano_ols.d1h_in1k,288,42.037,57.963,56.863,43.137,15.65,1.000,bicubic,-52.553,-42.177,-94 -ecaresnet50d_pruned.miil_in1k,224,42.033,57.967,58.350,41.650,19.94,0.875,bicubic,-51.817,-40.520,+99 -edgenext_small_rw.sw_in1k,256,41.997,58.003,58.697,41.303,7.83,0.900,bicubic,-51.833,-40.023,+107 -resnet50.b1k_in1k,288,41.987,58.013,58.203,41.797,25.56,1.000,bicubic,-52.503,-40.787,-67 -resnet50.b2k_in1k,288,41.980,58.020,57.680,42.320,25.56,1.000,bicubic,-52.320,-41.230,-14 -pvt_v2_b1.in1k,224,41.963,58.037,59.583,40.417,14.01,0.900,bicubic,-51.547,-39.297,+180 -efficientnet_b2.ra_in1k,288,41.947,58.053,58.300,41.700,9.11,1.000,bicubic,-52.423,-40.740,-35 -tf_efficientnet_b3.in1k,300,41.913,58.087,58.147,41.853,12.23,0.904,bicubic,-52.367,-40.963,-13 -mobilevitv2_150.cvnets_in22k_ft_in1k,256,41.883,58.117,57.897,42.103,10.59,0.888,bicubic,-52.857,-41.023,-142 -resnext50_32x4d.a1h_in1k,224,41.880,58.120,56.757,43.243,25.03,0.950,bicubic,-52.680,-42.253,-91 -xcit_tiny_12_p16_224.fb_dist_in1k,224,41.843,58.157,57.303,42.697,6.72,1.000,bicubic,-51.497,-41.337,+212 -resnet152.a2_in1k,224,41.837,58.163,55.673,44.327,60.19,0.950,bicubic,-52.913,-43.377,-147 -fastvit_t12.apple_dist_in1k,256,41.827,58.173,57.600,42.400,7.55,0.900,bicubic,-52.273,-41.420,+38 -efficientformerv2_s1.snap_dist_in1k,224,41.813,58.187,57.973,42.027,6.19,0.950,bicubic,-51.807,-40.797,+147 -resnext50_32x4d.tv2_in1k,176,41.813,58.187,56.577,43.423,25.03,0.875,bilinear,-51.657,-42.093,+185 -resnet50d.ra2_in1k,288,41.797,58.203,58.137,41.863,25.58,0.950,bicubic,-53.043,-41.143,-170 -gcvit_xxtiny.in1k,224,41.763,58.237,58.327,41.673,12.00,0.875,bicubic,-52.327,-40.653,+37 -poolformer_s24.sail_in1k,224,41.760,58.240,58.520,41.480,21.39,0.900,bicubic,-52.670,-40.540,-62 -senet154.gluon_in1k,224,41.710,58.290,56.510,43.490,115.09,0.875,bicubic,-52.980,-42.590,-137 -resnext50_32x4d.a1h_in1k,288,41.710,58.290,56.380,43.620,25.03,1.000,bicubic,-53.290,-42.810,-222 -edgenext_small_rw.sw_in1k,320,41.693,58.307,58.520,41.480,7.83,1.000,bicubic,-52.677,-40.540,-48 -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,41.683,58.317,57.807,42.193,10.59,1.000,bicubic,-53.657,-41.323,-335 -dla102x2.in1k,224,41.677,58.323,58.043,41.957,41.28,0.875,bilinear,-52.353,-40.787,+43 -inception_v4.tf_in1k,299,41.663,58.337,55.370,44.630,42.68,0.875,bicubic,-52.707,-43.720,-50 -gcresnext50ts.ch_in1k,288,41.657,58.343,57.340,42.660,15.67,1.000,bicubic,-52.843,-41.750,-90 -efficientvit_b1.r224_in1k,224,41.637,58.363,56.627,43.373,9.10,0.950,bicubic,-51.683,-41.993,+201 -cs3sedarknet_l.c2ns_in1k,256,41.627,58.373,57.350,42.650,21.91,0.887,bicubic,-53.423,-41.790,-245 -hrnet_w64.ms_in1k,224,41.623,58.377,57.193,42.807,128.06,0.875,bilinear,-52.217,-41.837,+79 -seresnet50.ra2_in1k,288,41.603,58.397,57.953,42.047,28.09,0.950,bicubic,-53.167,-41.177,-174 -haloregnetz_b.ra3_in1k,224,41.563,58.437,57.063,42.937,11.68,0.940,bicubic,-52.957,-41.717,-102 -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,41.553,58.447,57.843,42.157,14.25,1.000,bicubic,-53.707,-41.537,-323 -cs3sedarknet_l.c2ns_in1k,288,41.553,58.447,57.483,42.517,21.91,0.950,bicubic,-53.547,-41.737,-267 -resnet50.c1_in1k,224,41.553,58.447,56.733,43.267,25.56,0.950,bicubic,-52.407,-42.217,+49 -tf_efficientnet_cc_b0_8e.in1k,224,41.520,58.480,57.390,42.610,24.01,0.875,bicubic,-51.360,-41.260,+263 -tf_efficientnetv2_b2.in1k,208,41.517,58.483,57.363,42.637,10.10,0.890,bicubic,-52.093,-41.447,+130 -efficientnet_el.ra_in1k,300,41.503,58.497,58.340,41.660,10.59,0.904,bicubic,-53.167,-40.790,-147 -convnextv2_pico.fcmae_ft_in1k,288,41.503,58.497,58.050,41.950,9.07,0.950,bicubic,-53.067,-41.100,-124 -efficientnet_em.ra2_in1k,240,41.490,58.510,58.863,41.137,6.90,0.882,bicubic,-52.270,-40.047,+91 -resnetv2_50.a1h_in1k,224,41.490,58.510,56.807,43.193,25.55,0.950,bicubic,-52.820,-42.123,-53 -nf_regnet_b1.ra2_in1k,256,41.487,58.513,58.893,41.107,10.22,0.900,bicubic,-51.963,-39.937,+163 -resnet50.a1h_in1k,224,41.463,58.537,56.793,43.207,25.56,1.000,bicubic,-52.747,-42.227,-22 -resnetaa50.a1h_in1k,224,41.450,58.550,56.423,43.577,25.56,0.950,bicubic,-53.010,-42.707,-96 -halo2botnet50ts_256.a1h_in1k,256,41.443,58.557,56.267,43.733,22.64,0.950,bicubic,-53.577,-42.723,-251 -cait_xxs24_224.fb_dist_in1k,224,41.430,58.570,57.580,42.420,11.96,1.000,bicubic,-52.070,-41.260,+145 -swinv2_cr_tiny_ns_224.sw_in1k,224,41.413,58.587,57.133,42.867,28.33,0.900,bicubic,-53.367,-41.997,-193 -resnetv2_50d_evos.ah_in1k,288,41.413,58.587,56.500,43.500,25.59,1.000,bicubic,-53.477,-42.760,-217 -swin_tiny_patch4_window7_224.ms_in1k,224,41.397,58.603,57.333,42.667,28.29,0.900,bicubic,-53.293,-41.737,-166 -resnext50_32x4d.ra_in1k,224,41.363,58.637,56.940,43.060,25.03,0.875,bicubic,-52.477,-41.980,+60 -resnet101.a2_in1k,224,41.360,58.640,55.430,44.570,44.55,0.950,bicubic,-53.190,-43.580,-123 -convnext_tiny.fb_in22k_ft_in1k,288,41.353,58.647,55.377,44.623,28.59,1.000,bicubic,-52.197,-43.243,+129 -efficientnet_b2.ra_in1k,256,41.343,58.657,57.987,42.013,9.11,0.875,bicubic,-52.747,-41.103,+4 -resnet152.tv_in1k,224,41.340,58.660,57.593,42.407,60.19,0.875,bilinear,-51.930,-41.197,+182 -resnet50.ra_in1k,224,41.330,58.670,57.467,42.533,25.56,0.875,bicubic,-52.100,-41.353,+154 -resnet50.ram_in1k,288,41.330,58.670,55.073,44.927,25.56,0.950,bicubic,-52.670,-43.807,+22 -xception71.tf_in1k,299,41.327,58.673,55.977,44.023,42.34,0.903,bicubic,-52.593,-43.103,+33 -gcresnext50ts.ch_in1k,256,41.320,58.680,57.143,42.857,15.67,0.900,bicubic,-53.100,-41.837,-98 -gernet_s.idstcv_in1k,224,41.313,58.687,58.893,41.107,8.17,0.875,bilinear,-51.127,-39.607,+287 -cs3darknet_l.c2ns_in1k,288,41.313,58.687,57.380,42.620,21.16,0.950,bicubic,-53.387,-41.740,-182 -swinv2_tiny_window8_256.ms_in1k,256,41.280,58.720,56.960,43.040,28.35,0.900,bicubic,-53.780,-42.140,-281 -resnet101.a1_in1k,288,41.273,58.727,54.253,45.747,44.55,1.000,bicubic,-53.627,-44.777,-235 -cs3darknet_l.c2ns_in1k,256,41.253,58.747,57.177,42.823,21.16,0.887,bicubic,-53.027,-41.853,-65 -dpn68b.ra_in1k,288,41.253,58.747,55.043,44.957,12.61,1.000,bicubic,-52.507,-43.907,+68 -regnetz_b16.ra3_in1k,224,41.250,58.750,57.210,42.790,9.72,0.940,bicubic,-52.900,-41.620,-27 -inception_v3.tf_adv_in1k,299,41.240,58.760,56.337,43.663,23.83,0.875,bicubic,-51.730,-42.403,+212 -resnet50.a1h_in1k,176,41.210,58.790,56.637,43.363,25.56,0.900,bicubic,-52.180,-42.253,+155 -dpn92.mx_in1k,224,41.207,58.793,56.210,43.790,37.67,0.875,bicubic,-52.943,-42.730,-28 -resnet101.a3_in1k,160,41.150,58.850,55.957,44.043,44.55,0.950,bicubic,-51.730,-42.733,+229 -resnetblur50.bt_in1k,224,41.113,58.887,57.097,42.903,25.56,0.875,bicubic,-52.597,-41.683,+72 -resnetv2_50d_gn.ah_in1k,288,41.110,58.890,56.607,43.393,25.57,1.000,bicubic,-54.130,-42.423,-349 -resnet50.c1_in1k,288,41.090,58.910,56.537,43.463,25.56,1.000,bicubic,-53.420,-42.533,-140 -resnet50d.gluon_in1k,224,41.040,58.960,57.170,42.830,25.58,0.875,bicubic,-52.530,-41.690,+105 -nf_regnet_b1.ra2_in1k,288,41.033,58.967,58.190,41.810,10.22,0.900,bicubic,-52.877,-40.660,+18 -ecaresnet50d_pruned.miil_in1k,288,40.990,59.010,57.737,42.263,19.94,0.950,bicubic,-53.310,-41.463,-85 -resnetv2_50.a1h_in1k,288,40.973,59.027,56.463,43.537,25.55,1.000,bicubic,-53.737,-42.777,-200 -fbnetv3_b.ra2_in1k,256,40.917,59.083,58.657,41.343,8.60,0.950,bilinear,-52.733,-40.243,+80 -fbnetv3_b.ra2_in1k,224,40.913,59.087,58.730,41.270,8.60,0.950,bilinear,-52.007,-40.030,+208 -tf_efficientnetv2_b1.in1k,192,40.893,59.107,56.740,43.260,8.14,0.882,bicubic,-52.337,-41.930,+161 -inception_v3.gluon_in1k,299,40.887,59.113,55.693,44.307,23.83,0.875,bicubic,-52.713,-43.047,+89 -ese_vovnet39b.ra_in1k,224,40.873,59.127,56.977,43.023,24.57,0.875,bicubic,-52.977,-41.983,+24 -resnet152.a3_in1k,224,40.870,59.130,55.033,44.967,60.19,0.950,bicubic,-53.590,-43.847,-133 -cs3darknet_focus_l.c2ns_in1k,288,40.867,59.133,56.653,43.347,21.15,0.950,bicubic,-53.943,-42.527,-229 -legacy_xception.tf_in1k,299,40.863,59.137,56.573,43.427,22.86,0.897,bicubic,-52.797,-42.257,+71 -resnet34d.ra2_in1k,224,40.860,59.140,56.507,43.493,21.82,0.875,bicubic,-51.820,-41.943,+234 -cs3darknet_focus_l.c2ns_in1k,256,40.850,59.150,56.567,43.433,21.15,0.887,bicubic,-53.400,-42.203,-77 -regnety_320.pycls_in1k,224,40.847,59.153,56.197,43.803,145.05,0.875,bicubic,-53.653,-42.823,-154 -maxvit_rmlp_pico_rw_256.sw_in1k,256,40.837,59.163,55.277,44.723,7.52,0.950,bicubic,-53.423,-43.733,-81 -levit_192.fb_dist_in1k,224,40.807,59.193,56.633,43.367,10.95,0.900,bicubic,-52.903,-42.167,+54 -regnetx_032.tv2_in1k,224,40.803,59.197,56.713,43.287,15.30,0.965,bicubic,-53.757,-41.977,-170 -resnet50_gn.a1h_in1k,224,40.797,59.203,55.703,44.297,25.56,0.940,bicubic,-53.383,-43.267,-61 -resnet152.a2_in1k,288,40.793,59.207,54.353,45.647,60.19,1.000,bicubic,-54.207,-44.867,-291 -levit_conv_192.fb_dist_in1k,224,40.790,59.210,56.687,43.313,10.95,0.900,bicubic,-52.920,-42.093,+51 -resnet101.gluon_in1k,224,40.787,59.213,56.230,43.770,44.55,0.875,bicubic,-53.033,-42.480,+20 -tiny_vit_5m_224.in1k,224,40.780,59.220,57.267,42.733,5.39,0.950,bicubic,-53.020,-41.413,+21 -halonet50ts.a1h_in1k,256,40.770,59.230,55.380,44.620,22.73,0.940,bicubic,-53.930,-43.690,-214 -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,40.767,59.233,56.167,43.833,5.76,1.000,bicubic,-53.693,-42.733,-152 -hrnet_w40.ms_in1k,224,40.720,59.280,56.843,43.157,57.56,0.875,bilinear,-53.030,-41.987,+35 -vit_base_patch32_384.augreg_in1k,384,40.707,59.293,55.243,44.757,88.30,1.000,bicubic,-52.473,-43.377,+148 -resnet50.c2_in1k,224,40.697,59.303,55.720,44.280,25.56,0.950,bicubic,-53.203,-43.270,-6 -repvgg_b1.rvgg_in1k,224,40.693,59.307,57.803,42.197,57.42,0.875,bilinear,-52.717,-40.857,+115 -skresnext50_32x4d.ra_in1k,224,40.690,59.310,56.000,44.000,27.48,0.875,bicubic,-53.290,-42.820,-22 -resmlp_24_224.fb_in1k,224,40.677,59.323,56.617,43.383,30.02,0.875,bicubic,-52.753,-42.203,+106 -lamhalobotnet50ts_256.a1h_in1k,256,40.670,59.330,56.137,43.863,22.57,0.950,bicubic,-54.080,-43.043,-239 -resnetaa50.a1h_in1k,288,40.663,59.337,56.157,43.843,25.56,1.000,bicubic,-54.197,-43.053,-261 -resnet50.d_in1k,224,40.643,59.357,55.223,44.777,25.56,0.950,bicubic,-53.157,-43.687,+13 -tf_efficientnet_lite3.in1k,300,40.640,59.360,56.750,43.250,8.20,0.904,bilinear,-53.520,-42.210,-70 -ese_vovnet39b.ra_in1k,288,40.637,59.363,56.693,43.307,24.57,0.950,bicubic,-53.863,-42.477,-174 -ecaresnet50t.a1_in1k,224,40.613,59.387,55.090,44.910,25.57,0.950,bicubic,-53.587,-43.750,-85 -resnet50.am_in1k,224,40.593,59.407,57.333,42.667,25.56,0.875,bicubic,-53.037,-41.627,+51 -convnext_pico_ols.d1_in1k,224,40.593,59.407,56.757,43.243,9.06,0.950,bicubic,-53.127,-42.103,+31 -resnext50_32x4d.ra_in1k,288,40.580,59.420,56.190,43.810,25.03,0.950,bicubic,-53.730,-42.770,-126 -mobilevitv2_175.cvnets_in1k,256,40.570,59.430,56.230,43.770,14.25,0.888,bicubic,-53.730,-42.670,-119 -dla169.in1k,224,40.547,59.453,57.387,42.613,53.39,0.875,bilinear,-53.233,-41.473,+11 -repvgg_b2.rvgg_in1k,224,40.533,59.467,57.787,42.213,89.02,0.875,bilinear,-53.037,-40.923,+61 -regnetx_320.pycls_in1k,224,40.533,59.467,55.650,44.350,107.81,0.875,bicubic,-53.677,-43.400,-97 -xcit_tiny_12_p8_224.fb_in1k,224,40.527,59.473,55.560,44.440,6.71,1.000,bicubic,-53.823,-43.530,-137 -pit_xs_224.in1k,224,40.523,59.477,56.523,43.477,10.62,0.900,bicubic,-52.377,-42.077,+171 -tresnet_m.miil_in1k_448,448,40.513,59.487,56.650,43.350,31.39,0.875,bilinear,-54.167,-42.490,-231 -wide_resnet101_2.tv_in1k,224,40.510,59.490,55.987,44.013,126.89,0.875,bilinear,-53.260,-42.983,+8 -efficientnet_b2_pruned.in1k,260,40.460,59.540,56.623,43.377,8.31,0.890,bicubic,-53.350,-42.287,-6 -regnetz_b16.ra3_in1k,288,40.440,59.560,56.050,43.950,9.72,1.000,bicubic,-54.260,-43.170,-242 -vit_base_patch16_384.augreg_in1k,384,40.420,59.580,53.270,46.730,86.86,1.000,bicubic,-54.050,-45.720,-181 -resnet50.a1_in1k,224,40.417,59.583,54.670,45.330,25.56,0.950,bicubic,-53.543,-44.250,-40 -eca_resnet33ts.ra2_in1k,288,40.393,59.607,57.343,42.657,19.68,1.000,bicubic,-53.867,-41.607,-121 -tf_efficientnet_b0.ap_in1k,224,40.393,59.607,56.837,43.163,5.29,0.875,bicubic,-52.227,-41.573,+203 -skresnet34.ra_in1k,224,40.390,59.610,56.777,43.223,22.28,0.875,bicubic,-52.180,-41.733,+209 -hgnet_tiny.paddle_in1k,288,40.377,59.623,56.560,43.440,14.74,1.000,bicubic,-53.923,-42.640,-136 -regnetx_160.pycls_in1k,224,40.343,59.657,56.110,43.890,54.28,0.875,bicubic,-53.577,-42.810,-40 -legacy_seresnext101_32x4d.in1k,224,40.330,59.670,54.863,45.137,48.96,0.875,bilinear,-53.920,-44.107,-119 -coat_mini.in1k,224,40.323,59.677,55.153,44.847,10.34,0.900,bicubic,-54.427,-43.837,-265 -resnet34d.ra2_in1k,288,40.310,59.690,56.160,43.840,21.82,0.950,bicubic,-53.330,-42.590,+28 -xception65.tf_in1k,299,40.303,59.697,55.263,44.737,39.92,0.903,bicubic,-53.497,-43.677,-16 -densenet201.tv_in1k,224,40.300,59.700,56.757,43.243,20.01,0.875,bicubic,-52.440,-41.893,+179 -coat_lite_mini.in1k,224,40.300,59.700,55.657,44.343,11.01,0.900,bicubic,-53.220,-42.943,+50 -sebotnet33ts_256.a1h_in1k,256,40.300,59.700,53.157,46.843,13.70,0.940,bicubic,-54.040,-45.383,-150 -mobileone_s2.apple_in1k,224,40.287,59.713,57.993,42.007,7.88,0.900,bilinear,-52.343,-40.687,+189 -efficientnet_el_pruned.in1k,300,40.283,59.717,56.727,43.273,10.59,0.904,bicubic,-53.787,-42.253,-77 -resnet101.a2_in1k,288,40.253,59.747,54.237,45.763,44.55,1.000,bicubic,-54.637,-44.853,-307 -resnet50.ra_in1k,288,40.247,59.753,56.273,43.727,25.56,0.950,bicubic,-53.923,-42.577,-105 -resnext50_32x4d.a1_in1k,224,40.230,59.770,54.167,45.833,25.03,0.950,bicubic,-53.570,-44.463,-21 -resnet50.c2_in1k,288,40.193,59.807,55.270,44.730,25.56,1.000,bicubic,-54.077,-43.690,-141 -eca_resnet33ts.ra2_in1k,256,40.190,59.810,56.977,43.023,19.68,0.900,bicubic,-53.690,-41.913,-46 -convnext_pico.d1_in1k,224,40.177,59.823,56.040,43.960,9.05,0.875,bicubic,-53.303,-42.800,+51 -hrnet_w48.ms_in1k,224,40.163,59.837,56.603,43.397,77.47,0.875,bilinear,-53.877,-42.127,-79 -resnext50d_32x4d.bt_in1k,224,40.160,59.840,55.673,44.327,25.05,0.875,bicubic,-53.680,-43.147,-35 -poolformerv2_s12.sail_in1k,224,40.150,59.850,57.463,42.537,11.89,1.000,bicubic,-52.760,-41.097,+141 -resnetblur50.bt_in1k,288,40.147,59.853,56.230,43.770,25.56,0.950,bicubic,-54.023,-42.630,-117 -darknetaa53.c2ns_in1k,288,40.137,59.863,55.777,44.223,36.02,1.000,bilinear,-54.113,-43.163,-137 -mobilevitv2_200.cvnets_in1k,256,40.137,59.863,55.583,44.417,18.45,0.888,bicubic,-54.423,-43.307,-231 -hrnet_w30.ms_in1k,224,40.120,59.880,57.083,42.917,37.71,0.875,bilinear,-53.280,-41.617,+67 -efficientnet_b0.ra4_e3600_r224_in1k,256,40.117,59.883,56.137,43.863,5.29,1.000,bicubic,-53.383,-42.543,+38 -vit_base_patch16_224.sam_in1k,224,40.113,59.887,55.553,44.447,86.57,0.900,bicubic,-53.777,-43.247,-58 -fastvit_t12.apple_in1k,256,40.083,59.917,55.250,44.750,7.55,0.900,bicubic,-53.417,-43.580,+39 -legacy_seresnet152.in1k,224,40.073,59.927,55.887,44.113,66.82,0.875,bilinear,-53.367,-42.963,+52 -tf_efficientnet_b1.aa_in1k,240,40.047,59.953,56.177,43.823,7.79,0.882,bicubic,-53.693,-42.623,-20 -resnet50_gn.a1h_in1k,288,40.037,59.963,54.967,45.033,25.56,0.950,bicubic,-54.583,-44.073,-257 -efficientnet_b0.ra4_e3600_r224_in1k,224,40.033,59.967,55.763,44.237,5.29,0.900,bicubic,-53.097,-42.947,+94 -regnetx_080.pycls_in1k,224,39.987,60.013,56.077,43.923,39.57,0.875,bicubic,-53.803,-42.863,-37 -resnet101c.gluon_in1k,224,39.983,60.017,55.233,44.767,44.57,0.875,bicubic,-53.747,-43.527,-22 -resnet50.d_in1k,288,39.983,60.017,54.683,45.317,25.56,1.000,bicubic,-54.487,-44.337,-217 -seresnet50.a1_in1k,224,39.973,60.027,55.193,44.807,28.09,0.950,bicubic,-53.577,-43.577,+20 -seresnet33ts.ra2_in1k,288,39.927,60.073,56.343,43.657,19.78,1.000,bicubic,-54.333,-42.697,-157 -fastvit_s12.apple_in1k,256,39.917,60.083,54.760,45.240,9.47,0.900,bicubic,-53.793,-43.960,-19 -resmlp_12_224.fb_distilled_in1k,224,39.883,60.117,57.423,42.577,15.35,0.875,bicubic,-52.997,-41.097,+130 -convnext_pico_ols.d1_in1k,288,39.847,60.153,55.583,44.417,9.06,1.000,bicubic,-54.213,-43.337,-102 -resnet34.a1_in1k,224,39.820,60.180,54.677,45.323,21.80,0.950,bicubic,-52.110,-43.683,+223 -seresnet33ts.ra2_in1k,256,39.807,60.193,56.517,43.483,19.78,0.900,bicubic,-54.443,-42.323,-153 -tf_efficientnetv2_b0.in1k,192,39.800,60.200,56.257,43.743,7.14,0.875,bicubic,-52.460,-42.113,+197 -tf_efficientnetv2_b0.in1k,224,39.790,60.210,56.303,43.697,7.14,0.875,bicubic,-53.250,-42.397,+94 -ecaresnet50t.a3_in1k,160,39.773,60.227,55.537,44.463,25.57,0.950,bicubic,-52.827,-43.063,+158 -res2net50_26w_8s.in1k,224,39.767,60.233,54.933,45.067,48.40,0.875,bilinear,-53.653,-43.737,+41 -darknetaa53.c2ns_in1k,256,39.760,60.240,55.423,44.577,36.02,0.887,bilinear,-54.030,-43.437,-52 -vit_small_patch32_224.augreg_in21k_ft_in1k,224,39.757,60.243,55.290,44.710,22.88,0.900,bicubic,-52.493,-43.190,+194 -res2net101_26w_4s.in1k,224,39.747,60.253,54.603,45.397,45.21,0.875,bilinear,-53.783,-44.017,+10 -darknet53.c2ns_in1k,288,39.740,60.260,55.370,44.630,41.61,1.000,bicubic,-54.630,-43.460,-204 -regnetx_120.pycls_in1k,224,39.737,60.263,55.663,44.337,46.11,0.875,bicubic,-54.563,-43.497,-186 -resnet50d.a1_in1k,224,39.737,60.263,54.137,45.863,25.58,0.950,bicubic,-54.203,-44.753,-91 -hrnet_w44.ms_in1k,224,39.680,60.320,55.307,44.693,67.06,0.875,bilinear,-53.970,-43.653,-23 -lambda_resnet50ts.a1h_in1k,256,39.667,60.333,54.307,45.693,21.54,0.950,bicubic,-54.893,-44.603,-258 -xception41.tf_in1k,299,39.663,60.337,55.010,44.990,26.97,0.903,bicubic,-53.817,-43.830,+17 -dla102x.in1k,224,39.653,60.347,56.490,43.510,26.31,0.875,bilinear,-53.917,-42.580,-5 -tf_efficientnetv2_b1.in1k,240,39.640,60.360,55.470,44.530,8.14,0.882,bicubic,-54.090,-43.380,-45 -tf_efficientnet_b2.in1k,260,39.630,60.370,56.187,43.813,9.11,0.890,bicubic,-54.110,-42.483,-50 -densenet161.tv_in1k,224,39.630,60.370,56.163,43.837,28.68,0.875,bicubic,-53.320,-42.497,+97 -sehalonet33ts.ra2_in1k,256,39.627,60.373,53.993,46.007,13.69,0.940,bicubic,-54.893,-44.967,-255 -resmlp_big_24_224.fb_in1k,224,39.593,60.407,54.773,45.227,129.14,0.875,bicubic,-54.677,-44.047,-183 -mixnet_xl.ra_in1k,224,39.563,60.437,55.837,44.163,11.90,0.875,bicubic,-54.687,-43.233,-174 -hrnet_w32.ms_in1k,224,39.550,60.450,56.247,43.753,41.23,0.875,bilinear,-53.420,-42.253,+83 -vit_small_patch16_384.augreg_in1k,384,39.523,60.477,54.200,45.800,22.20,1.000,bicubic,-55.127,-44.940,-294 -gcresnet33ts.ra2_in1k,256,39.503,60.497,55.847,44.153,19.88,0.900,bicubic,-54.367,-43.083,-92 -xcit_tiny_12_p16_224.fb_in1k,224,39.483,60.517,55.020,44.980,6.72,1.000,bicubic,-53.057,-43.630,+145 -levit_128.fb_dist_in1k,224,39.470,60.530,55.337,44.663,9.21,0.900,bicubic,-53.590,-43.483,+65 -levit_conv_128.fb_dist_in1k,224,39.460,60.540,55.440,44.560,9.21,0.900,bicubic,-53.590,-43.270,+68 -rexnet_130.nav_in1k,224,39.447,60.553,56.613,43.387,7.56,0.875,bicubic,-54.223,-42.187,-43 -ecaresnet50t.a1_in1k,288,39.443,60.557,53.623,46.377,25.57,1.000,bicubic,-55.457,-45.457,-371 -convnext_pico.d1_in1k,288,39.433,60.567,55.370,44.630,9.05,0.950,bicubic,-54.587,-43.340,-126 -darknet53.c2ns_in1k,256,39.417,60.583,55.090,44.910,41.61,0.887,bicubic,-54.653,-43.930,-136 -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,39.403,60.597,57.880,42.120,25.55,1.000,bilinear,-55.347,-40.930,-337 -convnextv2_femto.fcmae_ft_in1k,224,39.400,60.600,55.597,44.403,5.23,0.875,bicubic,-53.790,-43.063,+44 -regnety_064.pycls_in1k,224,39.397,60.603,55.817,44.183,30.58,0.875,bicubic,-54.723,-43.213,-151 -regnety_120.pycls_in1k,224,39.397,60.603,55.347,44.653,51.82,0.875,bicubic,-54.673,-43.583,-142 -inception_v3.tf_in1k,299,39.377,60.623,54.350,45.650,23.83,0.875,bicubic,-53.823,-44.330,+40 -tf_efficientnet_el.in1k,300,39.363,60.637,55.473,44.527,10.59,0.904,bicubic,-55.007,-43.587,-233 -gcresnet33ts.ra2_in1k,288,39.343,60.657,55.917,44.083,19.88,1.000,bicubic,-55.007,-43.133,-224 -densenetblur121d.ra_in1k,224,39.323,60.677,56.667,43.333,8.00,0.875,bicubic,-53.077,-41.743,+144 -resnet101.tv_in1k,224,39.297,60.703,55.857,44.143,44.55,0.875,bilinear,-53.593,-42.793,+85 -regnety_160.pycls_in1k,224,39.297,60.703,55.393,44.607,83.59,0.875,bicubic,-54.833,-43.607,-161 -resnext50_32x4d.a2_in1k,224,39.293,60.707,53.733,46.267,25.03,0.950,bicubic,-54.477,-45.187,-80 -repghostnet_200.in1k,224,39.287,60.713,56.507,43.493,9.80,0.875,bicubic,-54.253,-42.273,-26 -resnet101.a3_in1k,224,39.280,60.720,53.703,46.297,44.55,0.950,bicubic,-54.590,-45.297,-111 -resnet50s.gluon_in1k,224,39.267,60.733,55.093,44.907,25.68,0.875,bicubic,-54.313,-43.757,-39 -resnext50_32x4d.a1_in1k,288,39.267,60.733,53.370,46.630,25.03,1.000,bicubic,-55.123,-45.400,-244 -mobilevitv2_150.cvnets_in1k,256,39.260,60.740,55.193,44.807,10.59,0.888,bicubic,-54.820,-43.717,-155 -tf_efficientnetv2_b2.in1k,260,39.193,60.807,54.623,45.377,10.10,0.890,bicubic,-54.877,-44.387,-152 -densenet169.tv_in1k,224,39.190,60.810,55.857,44.143,14.15,0.875,bicubic,-53.150,-42.503,+139 -resnext50d_32x4d.bt_in1k,288,39.153,60.847,54.417,45.583,25.05,0.950,bicubic,-55.287,-44.813,-260 -legacy_seresnet101.in1k,224,39.120,60.880,55.110,44.890,49.33,0.875,bilinear,-54.170,-43.640,+12 -ecaresnet50t.a2_in1k,224,39.120,60.880,54.257,45.743,25.57,0.950,bicubic,-55.140,-44.743,-210 -efficientnet_b1_pruned.in1k,240,39.067,60.933,55.793,44.207,6.33,0.882,bicubic,-53.993,-42.767,+40 -repvgg_b1g4.rvgg_in1k,224,39.043,60.957,56.500,43.500,39.97,0.875,bilinear,-54.017,-42.170,+36 -resnet50.a1_in1k,288,38.990,61.010,53.270,46.730,25.56,1.000,bicubic,-55.320,-45.770,-233 -regnety_080.pycls_in1k,224,38.987,61.013,55.200,44.800,39.18,0.875,bicubic,-54.913,-43.590,-130 -resnext50_32x4d.a3_in1k,160,38.977,61.023,54.143,45.857,25.03,0.950,bicubic,-53.373,-44.117,+129 -inception_v3.tv_in1k,299,38.963,61.037,53.830,46.170,23.83,0.875,bicubic,-53.937,-44.490,+67 -crossvit_9_dagger_240.in1k,240,38.943,61.057,54.913,45.087,8.78,0.875,bicubic,-53.837,-43.687,+84 -seresnet50.a2_in1k,224,38.917,61.083,53.810,46.190,28.09,0.950,bicubic,-54.773,-45.140,-78 -dla102.in1k,224,38.913,61.087,55.377,44.623,33.27,0.875,bilinear,-54.367,-43.413,+4 -legacy_seresnext50_32x4d.in1k,224,38.913,61.087,54.627,45.373,27.56,0.875,bilinear,-54.497,-44.143,-13 -resnet33ts.ra2_in1k,256,38.907,61.093,55.540,44.460,19.68,0.900,bicubic,-54.733,-43.220,-71 -visformer_tiny.in1k,224,38.860,61.140,55.037,44.963,10.32,0.900,bicubic,-54.110,-43.513,+43 -regnety_040.pycls_in1k,224,38.833,61.167,55.620,44.380,20.65,0.875,bicubic,-54.797,-43.240,-71 -res2net101d.in1k,224,38.827,61.173,53.017,46.983,45.23,0.875,bilinear,-55.723,-46.153,-306 -regnetx_040.pycls_in1k,224,38.810,61.190,55.500,44.500,22.12,0.875,bicubic,-54.880,-43.150,-86 -efficientvit_m5.r224_in1k,224,38.777,61.223,55.013,44.987,12.47,0.875,bicubic,-53.353,-43.497,+143 -resnet50d.a2_in1k,224,38.770,61.230,53.583,46.417,25.58,0.950,bicubic,-55.230,-45.097,-158 -resnet32ts.ra2_in1k,256,38.760,61.240,55.847,44.153,17.96,0.900,bicubic,-54.820,-42.883,-62 -densenet121.ra_in1k,224,38.757,61.243,56.257,43.743,7.98,0.875,bicubic,-53.183,-42.023,+150 -regnetx_032.pycls_in1k,224,38.757,61.243,55.147,44.853,15.30,0.875,bicubic,-54.543,-43.553,-8 -res2net50_14w_8s.in1k,224,38.710,61.290,54.177,45.823,25.06,0.875,bilinear,-54.310,-44.523,+26 -dpn68.mx_in1k,224,38.707,61.293,54.750,45.250,12.61,0.875,bicubic,-53.583,-43.850,+120 -res2net50_26w_6s.in1k,224,38.700,61.300,53.780,46.220,37.05,0.875,bilinear,-54.880,-44.980,-68 -dla60_res2net.in1k,224,38.697,61.303,54.633,45.367,20.85,0.875,bilinear,-54.723,-44.207,-31 -densenetblur121d.ra_in1k,288,38.683,61.317,55.617,44.383,8.00,0.950,bicubic,-54.327,-42.983,+25 -wide_resnet50_2.tv_in1k,224,38.667,61.333,54.613,45.387,68.88,0.875,bilinear,-54.803,-44.357,-45 -selecsls60.in1k,224,38.653,61.347,55.710,44.290,30.67,0.875,bicubic,-54.337,-43.120,+24 -resnet33ts.ra2_in1k,288,38.653,61.347,55.223,44.777,19.68,1.000,bicubic,-55.297,-43.647,-161 -resnet50.bt_in1k,224,38.650,61.350,55.470,44.530,25.56,0.875,bicubic,-54.460,-43.290,+8 -regnetx_016.tv2_in1k,224,38.630,61.370,54.773,45.227,9.19,0.965,bicubic,-55.390,-44.237,-177 -dpn68b.mx_in1k,224,38.623,61.377,55.200,44.800,12.61,0.875,bicubic,-54.347,-43.580,+27 -dla60x.in1k,224,38.617,61.383,55.497,44.503,17.35,0.875,bilinear,-54.603,-43.223,-10 -resnet50.a2_in1k,224,38.603,61.397,53.107,46.893,25.56,0.950,bicubic,-55.127,-45.613,-112 -selecsls60b.in1k,224,38.583,61.417,55.337,44.663,32.77,0.875,bicubic,-54.897,-43.403,-56 -resnetrs50.tf_in1k,160,38.573,61.427,54.093,45.907,35.69,0.910,bicubic,-54.327,-44.697,+37 -tf_efficientnet_b0.aa_in1k,224,38.557,61.443,56.133,43.867,5.29,0.875,bicubic,-53.833,-42.347,+96 -resnet32ts.ra2_in1k,288,38.523,61.477,55.557,44.443,17.96,1.000,bicubic,-55.077,-43.303,-86 -dla60_res2next.in1k,224,38.523,61.477,55.037,44.963,17.03,0.875,bilinear,-55.087,-43.603,-91 -ecaresnet26t.ra2_in1k,256,38.520,61.480,55.373,44.627,16.01,0.875,bicubic,-54.900,-43.307,-44 -repvgg_a2.rvgg_in1k,224,38.513,61.487,55.817,44.183,28.21,0.875,bilinear,-54.147,-42.713,+65 -hardcorenas_f.miil_green_in1k,224,38.513,61.487,55.727,44.273,8.20,0.875,bilinear,-54.507,-42.983,+8 -seresnet50.a1_in1k,288,38.513,61.487,53.403,46.597,28.09,1.000,bicubic,-55.697,-45.507,-239 -hrnet_w18_small_v2.gluon_in1k,224,38.503,61.497,56.240,43.760,15.60,0.875,bicubic,-54.467,-42.590,+11 -regnetx_064.pycls_in1k,224,38.500,61.500,55.040,44.960,26.21,0.875,bicubic,-55.160,-44.010,-110 -resnet50.gluon_in1k,224,38.460,61.540,54.893,45.107,25.56,0.875,bicubic,-54.110,-43.647,+71 -resmlp_12_224.fb_in1k,224,38.450,61.550,56.363,43.637,15.35,0.875,bicubic,-53.680,-42.157,+111 -tf_efficientnet_cc_b0_4e.in1k,224,38.447,61.553,55.187,44.813,13.31,0.875,bicubic,-54.413,-43.253,+34 -resnet50d.a1_in1k,288,38.417,61.583,52.867,47.133,25.58,1.000,bicubic,-55.943,-46.293,-289 -hrnet_w18.ms_in1k,224,38.390,61.610,55.790,44.210,21.30,0.875,bilinear,-54.360,-42.840,+44 -ghostnetv2_160.in1k,224,38.373,61.627,55.637,44.363,12.39,0.875,bicubic,-54.757,-43.023,-18 -tinynet_a.in1k,192,38.347,61.653,55.497,44.503,6.19,0.875,bicubic,-54.473,-43.073,+33 -regnety_008_tv.tv2_in1k,224,38.330,61.670,54.383,45.617,6.43,0.965,bicubic,-54.840,-43.937,-23 -resnet34.a1_in1k,288,38.317,61.683,52.350,47.650,21.80,1.000,bicubic,-54.703,-46.240,-4 -densenet121.ra_in1k,288,38.237,61.763,55.203,44.797,7.98,0.950,bicubic,-54.513,-43.447,+39 -mixnet_l.ft_in1k,224,38.237,61.763,54.877,45.123,7.33,0.875,bicubic,-55.033,-43.803,-36 -convnext_femto.d1_in1k,224,38.207,61.793,54.717,45.283,5.22,0.875,bicubic,-54.673,-43.883,+22 -ecaresnet50t.a3_in1k,224,38.193,61.807,53.603,46.397,25.57,0.950,bicubic,-55.667,-45.257,-174 -regnety_032.pycls_in1k,224,38.190,61.810,54.477,45.523,19.44,0.875,bicubic,-55.300,-44.483,-83 -resnet50d.a3_in1k,160,38.187,61.813,53.827,46.173,25.58,0.950,bicubic,-54.093,-44.503,+84 -poolformer_s12.sail_in1k,224,38.180,61.820,56.390,43.610,11.92,0.900,bicubic,-54.330,-42.000,+59 -efficientnet_b1.ft_in1k,256,38.170,61.830,54.033,45.967,7.79,1.000,bicubic,-54.850,-44.617,-15 -ecaresnet50t.a2_in1k,288,38.147,61.853,53.023,46.977,25.57,1.000,bicubic,-56.433,-46.027,-369 -vit_base_patch16_224.augreg_in1k,224,38.140,61.860,50.707,49.293,86.57,0.900,bicubic,-55.200,-48.063,-54 -hardcorenas_e.miil_green_in1k,224,38.137,61.863,55.203,44.797,8.07,0.875,bilinear,-54.813,-43.377,0 -coat_lite_tiny.in1k,224,38.077,61.923,53.457,46.543,5.72,0.900,bicubic,-54.803,-45.203,+12 -gmixer_24_224.ra3_in1k,224,37.983,62.017,52.147,47.853,24.72,0.875,bicubic,-54.687,-46.543,+38 -hardcorenas_c.miil_green_in1k,224,37.980,62.020,55.700,44.300,5.52,0.875,bilinear,-54.340,-42.630,+73 -resnet50.a3_in1k,160,37.960,62.040,53.320,46.680,25.56,0.950,bicubic,-53.700,-44.940,+116 -resnext50_32x4d.a2_in1k,288,37.953,62.047,52.380,47.620,25.03,1.000,bicubic,-56.237,-46.710,-261 -resnetrs50.tf_in1k,224,37.947,62.053,53.297,46.703,35.69,0.910,bicubic,-56.083,-45.713,-220 -mobilevitv2_125.cvnets_in1k,256,37.927,62.073,54.103,45.897,7.48,0.888,bicubic,-55.553,-44.737,-94 -resnet50c.gluon_in1k,224,37.887,62.113,54.203,45.797,25.58,0.875,bicubic,-55.043,-44.507,-6 -res2net50_26w_4s.in1k,224,37.857,62.143,53.160,46.840,25.70,0.875,bilinear,-55.333,-45.710,-47 -resnest14d.gluon_in1k,224,37.840,62.160,56.617,43.383,10.61,0.875,bilinear,-53.300,-41.733,+139 -efficientnet_es.ra_in1k,224,37.840,62.160,54.977,45.023,5.44,0.875,bicubic,-55.120,-43.713,-14 -efficientformerv2_s0.snap_dist_in1k,224,37.810,62.190,54.017,45.983,3.60,0.950,bicubic,-54.050,-44.353,+98 -convnext_femto.d1_in1k,288,37.803,62.197,54.297,45.703,5.22,0.950,bicubic,-55.657,-44.473,-93 -resnext50_32x4d.tv_in1k,224,37.787,62.213,54.143,45.857,25.03,0.875,bilinear,-55.113,-44.587,-7 -mobilenetv1_125.ra4_e3600_r224_in1k,256,37.763,62.237,53.813,46.187,6.27,1.000,bicubic,-54.707,-44.767,+42 -pit_ti_distilled_224.in1k,224,37.760,62.240,55.683,44.317,5.10,0.900,bicubic,-52.990,-42.567,+147 -mobilenetv1_125.ra4_e3600_r224_in1k,224,37.753,62.247,54.160,45.840,6.27,0.900,bicubic,-54.327,-44.190,+82 -seresnet50.a2_in1k,288,37.737,62.263,52.320,47.680,28.09,1.000,bicubic,-56.713,-46.660,-348 -resnet26t.ra2_in1k,256,37.723,62.277,55.317,44.683,16.01,0.940,bicubic,-54.947,-42.923,+20 -resnet34.a2_in1k,224,37.707,62.293,52.573,47.427,21.80,0.950,bicubic,-54.063,-45.687,+93 -efficientnet_b1.ft_in1k,224,37.687,62.313,53.870,46.130,7.79,0.875,bicubic,-54.653,-44.700,+52 -seresnet50.a3_in1k,160,37.613,62.387,53.253,46.747,28.09,0.950,bicubic,-53.657,-44.697,+118 -ecaresnet26t.ra2_in1k,320,37.600,62.400,54.383,45.617,16.01,0.950,bicubic,-56.360,-44.457,-225 -hardcorenas_d.miil_green_in1k,224,37.593,62.407,54.723,45.277,7.50,0.875,bilinear,-55.027,-43.757,+20 -vit_base_patch32_224.augreg_in1k,224,37.590,62.410,51.877,48.123,88.22,0.900,bicubic,-52.990,-45.863,+144 -resnet50.bt_in1k,288,37.577,62.423,53.763,46.237,25.56,0.950,bicubic,-56.433,-45.057,-235 -convnext_femto_ols.d1_in1k,224,37.540,62.460,53.417,46.583,5.23,0.875,bicubic,-55.340,-45.093,-16 -res2next50.in1k,224,37.530,62.470,52.880,47.120,24.67,0.875,bilinear,-55.610,-45.770,-61 -fastvit_t8.apple_dist_in1k,256,37.513,62.487,53.863,46.137,4.03,0.900,bicubic,-55.077,-44.567,+22 -convnextv2_femto.fcmae_ft_in1k,288,37.487,62.513,53.620,46.380,5.23,0.950,bicubic,-56.273,-44.900,-183 -lambda_resnet26t.c1_in1k,256,37.397,62.603,53.533,46.467,10.96,0.940,bicubic,-56.043,-45.227,-106 -cs3darknet_focus_m.c2ns_in1k,256,37.380,62.620,54.130,45.870,9.30,0.887,bicubic,-55.420,-44.410,-8 -hrnet_w18.ms_aug_in1k,224,37.367,62.633,54.213,45.787,21.30,0.950,bilinear,-56.103,-44.667,-117 -convnext_femto_ols.d1_in1k,288,37.283,62.717,53.153,46.847,5.23,0.950,bicubic,-56.107,-45.607,-96 -hardcorenas_b.miil_green_in1k,224,37.280,62.720,55.010,44.990,5.18,0.875,bilinear,-54.680,-43.410,+68 -mobilenetv3_large_100.miil_in21k_ft_in1k,224,37.253,62.747,53.560,46.440,5.48,0.875,bilinear,-54.977,-44.910,+51 -resnet50d.a2_in1k,288,37.243,62.757,51.823,48.177,25.58,1.000,bicubic,-57.237,-47.087,-380 -res2net50d.in1k,224,37.220,62.780,51.303,48.697,25.72,0.875,bilinear,-57.050,-47.577,-318 -resnet50.a2_in1k,288,37.203,62.797,51.450,48.550,25.56,1.000,bicubic,-56.927,-47.700,-275 -res2net50_48w_2s.in1k,224,37.180,62.820,53.413,46.587,25.29,0.875,bilinear,-55.630,-45.187,-17 -dla60.in1k,224,37.177,62.823,54.313,45.687,22.04,0.875,bilinear,-55.533,-44.237,-8 -cs3darknet_focus_m.c2ns_in1k,288,37.157,62.843,53.963,46.037,9.30,0.950,bicubic,-55.963,-44.787,-72 -fastvit_t8.apple_in1k,256,37.153,62.847,53.160,46.840,4.03,0.900,bicubic,-54.787,-45.250,+62 -vit_small_patch16_224.augreg_in1k,224,37.130,62.870,51.603,48.397,22.05,0.900,bicubic,-56.330,-47.227,-123 -regnety_016.pycls_in1k,224,37.127,62.873,54.133,45.867,11.20,0.875,bicubic,-55.933,-44.527,-69 -lambda_resnet26rpt_256.c1_in1k,256,37.127,62.873,53.850,46.150,10.99,0.940,bicubic,-56.293,-45.030,-118 -eca_halonext26ts.c1_in1k,256,37.127,62.873,53.090,46.910,10.76,0.940,bicubic,-56.433,-45.600,-151 -convnextv2_atto.fcmae_ft_in1k,224,37.117,62.883,53.053,46.947,3.71,0.875,bicubic,-55.073,-45.307,+42 -bat_resnext26ts.ch_in1k,256,37.107,62.893,53.737,46.263,10.73,0.900,bicubic,-56.013,-44.983,-78 -tf_mixnet_l.in1k,224,37.057,62.943,52.760,47.240,7.33,0.875,bicubic,-55.993,-45.930,-70 -rexnet_100.nav_in1k,224,37.047,62.953,54.083,45.917,4.80,0.875,bicubic,-55.793,-44.557,-32 -mobileone_s1.apple_in1k,224,37.037,62.963,54.653,45.347,4.83,0.900,bilinear,-54.743,-43.817,+60 -tf_efficientnet_b1.in1k,240,37.027,62.973,53.460,46.540,7.79,0.882,bicubic,-55.913,-45.200,-52 -botnet26t_256.c1_in1k,256,36.980,63.020,53.090,46.910,12.49,0.950,bicubic,-56.430,-45.720,-120 -resnet34.a2_in1k,288,36.967,63.033,51.520,48.480,21.80,1.000,bicubic,-55.623,-46.930,-6 -resnet34.bt_in1k,224,36.927,63.073,53.617,46.383,21.80,0.875,bicubic,-54.273,-44.583,+89 -legacy_seresnet50.in1k,224,36.913,63.087,53.477,46.523,28.09,0.875,bilinear,-55.757,-45.183,-19 -tf_efficientnet_lite2.in1k,260,36.907,63.093,53.383,46.617,6.09,0.890,bicubic,-55.803,-45.237,-24 -ghostnetv2_130.in1k,224,36.870,63.130,54.220,45.780,8.96,0.875,bicubic,-55.400,-44.150,+22 -regnetx_016.pycls_in1k,224,36.863,63.137,53.423,46.577,9.19,0.875,bicubic,-55.737,-45.147,-13 -mobilenetv1_100h.ra4_e3600_r224_in1k,256,36.790,63.210,53.130,46.870,5.28,0.950,bicubic,-55.560,-45.230,+10 -halonet26t.a1h_in1k,256,36.783,63.217,52.233,47.767,12.48,0.950,bicubic,-56.827,-46.457,-177 -densenet121.tv_in1k,224,36.757,63.243,53.997,46.003,7.98,0.875,bicubic,-54.683,-44.243,+69 -mobilenetv2_120d.ra_in1k,224,36.727,63.273,53.953,46.047,5.83,0.875,bicubic,-55.933,-44.607,-23 -hardcorenas_a.miil_green_in1k,224,36.713,63.287,54.863,45.137,5.26,0.875,bilinear,-54.967,-43.277,+53 -eca_botnext26ts_256.c1_in1k,256,36.700,63.300,52.607,47.393,10.59,0.950,bicubic,-56.700,-46.143,-129 -repghostnet_150.in1k,224,36.693,63.307,54.193,45.807,6.58,0.875,bicubic,-55.707,-44.347,-2 -tf_efficientnet_lite1.in1k,240,36.687,63.313,53.733,46.267,5.42,0.882,bicubic,-55.623,-44.787,+9 -efficientnet_b0.ra_in1k,224,36.673,63.327,53.597,46.403,5.29,0.875,bicubic,-55.787,-45.083,-11 -resnext50_32x4d.a3_in1k,224,36.620,63.380,51.210,48.790,25.03,0.950,bicubic,-56.930,-47.360,-173 -vit_base_patch32_224.sam_in1k,224,36.590,63.410,53.083,46.917,88.22,0.900,bicubic,-53.290,-44.737,+118 -levit_128s.fb_dist_in1k,224,36.587,63.413,53.073,46.927,7.78,0.900,bicubic,-54.993,-45.347,+54 -cs3darknet_m.c2ns_in1k,256,36.580,63.420,53.610,46.390,9.31,0.887,bicubic,-56.120,-45.070,-38 -levit_conv_128s.fb_dist_in1k,224,36.570,63.430,53.073,46.927,7.78,0.900,bicubic,-54.970,-45.357,+54 -efficientvit_m4.r224_in1k,224,36.560,63.440,53.307,46.693,8.80,0.875,bicubic,-54.200,-44.763,+87 -xcit_nano_12_p8_224.fb_dist_in1k,224,36.530,63.470,52.887,47.113,3.05,1.000,bicubic,-55.870,-45.633,-10 -repvgg_a1.rvgg_in1k,224,36.520,63.480,53.820,46.180,14.09,0.875,bilinear,-54.640,-44.370,+71 -resnet34.a3_in1k,160,36.517,63.483,52.573,47.427,21.80,0.950,bicubic,-52.133,-44.797,+134 -tf_efficientnet_em.in1k,240,36.477,63.523,52.907,47.093,6.90,0.882,bicubic,-56.723,-45.573,-120 -mobilenetv1_100h.ra4_e3600_r224_in1k,224,36.470,63.530,52.867,47.133,5.28,0.875,bicubic,-55.180,-45.193,+41 -mobilevitv2_100.cvnets_in1k,256,36.450,63.550,53.080,46.920,4.90,0.888,bicubic,-56.660,-45.520,-109 -cs3darknet_m.c2ns_in1k,288,36.433,63.567,53.240,46.760,9.31,0.950,bicubic,-56.807,-45.470,-127 -skresnet18.ra_in1k,224,36.330,63.670,54.253,45.747,11.96,0.875,bicubic,-53.840,-43.527,+100 -repvgg_b0.rvgg_in1k,224,36.323,63.677,54.080,45.920,15.82,0.875,bilinear,-55.387,-44.320,+30 -resnet34.bt_in1k,288,36.313,63.687,52.847,47.153,21.80,0.950,bicubic,-56.007,-45.793,-10 -resnet50d.a3_in1k,224,36.310,63.690,51.330,48.670,25.58,0.950,bicubic,-57.090,-47.500,-150 -xcit_nano_12_p16_384.fb_dist_in1k,384,36.177,63.823,53.193,46.807,3.05,1.000,bicubic,-55.953,-45.377,+7 -resnet50.tv_in1k,224,36.157,63.843,52.870,47.130,25.56,0.875,bilinear,-55.993,-45.520,+3 -legacy_seresnet34.in1k,224,36.157,63.843,52.563,47.437,21.96,0.875,bilinear,-55.323,-45.657,+41 -resnet34.tv_in1k,224,36.140,63.860,53.553,46.447,21.80,0.875,bilinear,-54.150,-44.417,+88 -efficientvit_m3.r224_in1k,224,36.137,63.863,52.550,47.450,6.90,0.875,bicubic,-53.923,-45.280,+94 -deit_tiny_distilled_patch16_224.fb_in1k,224,36.120,63.880,54.293,45.707,5.91,0.900,bicubic,-55.010,-43.777,+59 -coat_tiny.in1k,224,36.097,63.903,51.083,48.917,5.50,0.900,bicubic,-57.403,-47.587,-184 -resnet50.a3_in1k,224,36.050,63.950,50.647,49.353,25.56,0.950,bicubic,-56.920,-48.063,-101 -convnext_atto.d2_in1k,224,36.040,63.960,52.943,47.057,3.70,0.875,bicubic,-56.180,-45.367,-7 -tf_efficientnet_lite0.in1k,224,36.033,63.967,53.487,46.513,4.65,0.875,bicubic,-55.327,-44.603,+39 -mobilenetv2_140.ra_in1k,224,36.010,63.990,53.977,46.023,6.11,0.875,bicubic,-56.070,-44.373,+3 -convnextv2_atto.fcmae_ft_in1k,288,36.000,64.000,51.140,48.860,3.71,0.950,bicubic,-56.910,-47.390,-94 -seresnext26ts.ch_in1k,256,35.830,64.170,53.997,46.003,10.39,0.900,bicubic,-56.980,-44.453,-77 -selecsls42b.in1k,224,35.823,64.177,52.557,47.443,32.46,0.875,bicubic,-56.657,-45.883,-45 -resnet34.gluon_in1k,224,35.823,64.177,52.363,47.637,21.80,0.875,bicubic,-55.287,-45.817,+54 -mobilenetv1_100.ra4_e3600_r224_in1k,256,35.787,64.213,52.617,47.383,4.23,0.950,bicubic,-56.293,-45.653,-4 -convnext_atto.d2_in1k,288,35.770,64.230,52.350,47.650,3.70,0.950,bicubic,-57.010,-46.150,-77 -resnet26t.ra2_in1k,320,35.753,64.247,53.583,46.417,16.01,1.000,bicubic,-57.207,-45.097,-107 -xcit_nano_12_p8_384.fb_dist_in1k,384,35.753,64.247,52.447,47.553,3.05,1.000,bicubic,-57.627,-46.433,-165 -seresnet50.a3_in1k,224,35.727,64.273,51.273,48.727,28.09,0.950,bicubic,-56.653,-47.057,-37 -seresnext26ts.ch_in1k,288,35.720,64.280,53.480,46.520,10.39,1.000,bicubic,-57.250,-45.010,-115 -mobilenetv1_100.ra4_e3600_r224_in1k,224,35.713,64.287,52.810,47.190,4.23,0.875,bicubic,-55.637,-45.330,+28 -efficientnet_lite0.ra_in1k,224,35.693,64.307,53.713,46.287,4.65,0.875,bicubic,-55.577,-44.507,+29 -mixnet_m.ft_in1k,224,35.660,64.340,52.463,47.537,5.01,0.875,bicubic,-56.610,-46.097,-28 -resnet18.fb_ssl_yfcc100m_ft_in1k,224,35.647,64.353,53.820,46.180,11.69,0.875,bilinear,-55.043,-44.220,+53 -dla34.in1k,224,35.647,64.353,52.837,47.163,15.74,0.875,bilinear,-55.613,-45.323,+30 -mobilenetv3_rw.rmsp_in1k,224,35.633,64.367,53.777,46.223,5.48,0.875,bicubic,-55.917,-44.493,+14 -regnetx_008.tv2_in1k,224,35.557,64.443,51.503,48.497,7.26,0.965,bicubic,-56.903,-46.947,-53 -convnext_atto_ols.a2_in1k,288,35.553,64.447,51.450,48.550,3.70,0.950,bicubic,-57.397,-47.350,-116 -convnext_atto_ols.a2_in1k,224,35.507,64.493,52.087,47.913,3.70,0.875,bicubic,-56.593,-46.343,-19 -efficientnet_es_pruned.in1k,224,35.397,64.603,52.883,47.117,5.44,0.875,bicubic,-56.313,-45.577,-1 -repghostnet_130.in1k,224,35.323,64.677,52.740,47.260,5.48,0.875,bicubic,-56.607,-45.650,-10 -mobilenetv2_110d.ra_in1k,224,35.300,64.700,52.807,47.193,4.52,0.875,bicubic,-56.020,-45.343,+18 -tf_mixnet_m.in1k,224,35.250,64.750,51.003,48.997,5.01,0.875,bicubic,-56.950,-47.417,-31 -hrnet_w18_small_v2.ms_in1k,224,35.233,64.767,52.547,47.453,15.60,0.875,bilinear,-55.957,-45.803,+25 -xcit_nano_12_p16_224.fb_dist_in1k,224,35.210,64.790,52.607,47.393,3.05,1.000,bicubic,-55.000,-45.153,+59 -mobilenetv4_conv_small.e2400_r224_in1k,256,35.183,64.817,53.027,46.973,3.77,0.950,bicubic,-55.917,-45.053,+33 -resnet18d.ra2_in1k,224,35.143,64.857,52.900,47.100,11.71,0.875,bicubic,-54.877,-44.940,+62 -resnext26ts.ra2_in1k,256,35.110,64.890,53.437,46.563,10.30,0.900,bicubic,-57.150,-44.833,-41 -convit_tiny.fb_in1k,224,35.093,64.907,51.840,48.160,5.71,0.875,bicubic,-55.487,-46.360,+42 -resnet34.a3_in1k,224,35.090,64.910,50.520,49.480,21.80,0.950,bicubic,-55.210,-47.370,+50 -resnet18.a1_in1k,224,35.033,64.967,50.983,49.017,11.69,0.950,bicubic,-54.117,-46.347,+76 -tinynet_b.in1k,188,35.017,64.983,52.120,47.880,3.73,0.875,bicubic,-56.113,-46.150,+23 -mobilenetv4_conv_small.e2400_r224_in1k,224,35.013,64.987,52.897,47.103,3.77,0.875,bicubic,-55.527,-45.063,+40 -gcresnext26ts.ch_in1k,288,35.013,64.987,51.460,48.540,10.48,1.000,bicubic,-57.797,-47.150,-109 -gcresnext26ts.ch_in1k,256,34.990,65.010,51.660,48.340,10.48,0.900,bicubic,-57.470,-46.880,-72 -eca_resnext26ts.ch_in1k,256,34.950,65.050,52.347,47.653,10.30,0.900,bicubic,-57.500,-46.263,-71 -regnety_004.tv2_in1k,224,34.937,65.063,51.397,48.603,4.34,0.965,bicubic,-56.653,-46.903,-10 -eca_resnext26ts.ch_in1k,288,34.933,65.067,52.367,47.633,10.30,1.000,bicubic,-57.837,-46.343,-107 -regnety_008.pycls_in1k,224,34.883,65.117,51.843,48.157,6.26,0.875,bicubic,-56.997,-46.577,-27 -ese_vovnet19b_dw.ra_in1k,224,34.830,65.170,51.993,48.007,6.54,0.875,bicubic,-57.180,-46.327,-36 -resnext26ts.ra2_in1k,288,34.780,65.220,52.823,47.177,10.30,1.000,bicubic,-57.650,-45.567,-74 -mobilenetv4_conv_small.e1200_r224_in1k,256,34.737,65.263,52.697,47.303,3.77,0.950,bicubic,-55.523,-45.393,+41 -mobilenetv3_large_100.ra_in1k,224,34.673,65.327,52.937,47.063,5.48,0.875,bicubic,-56.797,-45.383,-10 -crossvit_9_240.in1k,240,34.670,65.330,51.797,48.203,8.55,0.875,bicubic,-56.400,-46.513,+16 -tf_efficientnet_b0.in1k,224,34.670,65.330,51.157,48.843,5.29,0.875,bicubic,-57.600,-47.213,-62 -pit_ti_224.in1k,224,34.627,65.373,52.133,47.867,4.85,0.900,bicubic,-55.823,-45.877,+31 -seresnext26t_32x4d.bt_in1k,224,34.560,65.440,51.483,48.517,16.81,0.875,bicubic,-58.240,-47.117,-120 -seresnext26d_32x4d.bt_in1k,224,34.560,65.440,51.477,48.523,16.81,0.875,bicubic,-57.900,-47.033,-85 -pvt_v2_b0.in1k,224,34.410,65.590,53.093,46.907,3.67,0.900,bicubic,-54.580,-44.587,+60 -mixer_b16_224.goog_in21k_ft_in1k,224,34.373,65.627,48.057,51.943,59.88,0.875,bicubic,-56.747,-49.353,+6 -fbnetc_100.rmsp_in1k,224,34.337,65.663,51.490,48.510,5.57,0.875,bilinear,-56.913,-46.340,-5 -resnet26d.bt_in1k,224,34.330,65.670,51.837,48.163,16.01,0.875,bicubic,-57.900,-46.393,-63 -mobilenetv4_conv_small.e1200_r224_in1k,224,34.313,65.687,52.343,47.657,3.77,0.875,bicubic,-55.817,-45.637,+34 -tf_efficientnet_es.in1k,224,34.300,65.700,51.507,48.493,5.44,0.875,bicubic,-57.800,-46.873,-55 -regnety_006.pycls_in1k,224,34.283,65.717,51.423,48.577,6.06,0.875,bicubic,-57.317,-46.997,-29 -resnet18d.ra2_in1k,288,34.240,65.760,51.690,48.310,11.71,0.950,bicubic,-56.530,-46.460,+7 -ghostnetv2_100.in1k,224,34.167,65.833,52.050,47.950,6.16,0.875,bicubic,-57.463,-46.230,-32 -repvgg_a0.rvgg_in1k,224,34.090,65.910,52.000,48.000,9.11,0.875,bilinear,-55.720,-45.500,+35 -resnet18.a1_in1k,288,34.050,65.950,49.517,50.483,11.69,1.000,bicubic,-56.140,-48.263,+26 -tf_mobilenetv3_large_100.in1k,224,33.990,66.010,51.563,48.437,5.48,0.875,bilinear,-57.420,-46.677,-23 -mnasnet_100.rmsp_in1k,224,33.873,66.127,51.227,48.773,4.38,0.875,bicubic,-57.387,-46.803,-16 -regnetx_004_tv.tv2_in1k,224,33.837,66.163,49.890,50.110,5.50,0.965,bicubic,-57.323,-48.210,-10 -repghostnet_111.in1k,224,33.807,66.193,51.550,48.450,4.54,0.875,bicubic,-57.303,-46.500,-5 -mobilevit_s.cvnets_in1k,256,33.790,66.210,49.480,50.520,5.58,0.900,bicubic,-59.390,-49.320,-198 -ese_vovnet19b_dw.ra_in1k,288,33.763,66.237,50.940,49.060,6.54,0.950,bicubic,-58.977,-47.740,-130 -regnetx_008.pycls_in1k,224,33.750,66.250,50.593,49.407,7.26,0.875,bicubic,-57.470,-47.787,-19 -lcnet_100.ra2_in1k,224,33.730,66.270,52.107,47.893,2.95,0.875,bicubic,-55.190,-45.263,+44 -semnasnet_075.rmsp_in1k,224,33.707,66.293,52.433,47.567,2.91,0.875,bicubic,-56.573,-45.497,+14 -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,33.667,66.333,50.760,49.240,6.36,1.000,bicubic,-58.043,-47.470,-51 -xcit_nano_12_p8_224.fb_in1k,224,33.623,66.377,50.430,49.570,3.05,1.000,bicubic,-57.567,-47.850,-20 -mixnet_s.ft_in1k,224,33.620,66.380,51.023,48.977,4.13,0.875,bicubic,-58.200,-47.317,-57 -resnet26.bt_in1k,224,33.597,66.403,51.043,48.957,16.00,0.875,bicubic,-57.863,-47.227,-38 -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,33.557,66.443,50.963,49.037,5.79,1.000,bicubic,-59.943,-47.807,-264 -semnasnet_100.rmsp_in1k,224,33.553,66.447,50.837,49.163,3.89,0.875,bicubic,-58.107,-47.223,-52 -spnasnet_100.rmsp_in1k,224,33.503,66.497,51.287,48.713,4.42,0.875,bilinear,-57.167,-46.673,-6 -crossvit_tiny_240.in1k,240,33.443,66.557,49.960,50.040,7.01,0.875,bicubic,-57.097,-47.860,-3 -mobilevitv2_075.cvnets_in1k,256,33.423,66.577,50.133,49.867,2.87,0.888,bicubic,-58.587,-48.387,-72 -vgg19_bn.tv_in1k,224,33.307,66.693,50.877,49.123,143.68,0.875,bilinear,-57.673,-47.243,-16 -regnetx_006.pycls_in1k,224,33.277,66.723,50.327,49.673,6.20,0.875,bicubic,-57.473,-47.763,-12 -resnet18.a2_in1k,224,33.267,66.733,49.520,50.480,11.69,0.950,bicubic,-54.943,-47.910,+41 -efficientvit_m2.r224_in1k,224,33.190,66.810,49.777,50.223,4.19,0.875,bicubic,-55.750,-47.573,+29 -repghostnet_100.in1k,224,33.133,66.867,50.753,49.247,4.07,0.875,bicubic,-57.527,-47.357,-12 -edgenext_x_small.in1k,288,33.130,66.870,49.043,50.957,2.34,1.000,bicubic,-58.460,-49.147,-55 -seresnext26t_32x4d.bt_in1k,288,33.073,66.927,50.247,49.753,16.81,0.950,bicubic,-60.267,-48.453,-238 -xcit_nano_12_p16_224.fb_in1k,224,33.037,66.963,50.070,49.930,3.05,1.000,bicubic,-55.863,-47.370,+27 -resnet18.tv_in1k,224,33.023,66.977,51.143,48.857,11.69,0.875,bilinear,-55.177,-45.967,+36 -seresnext26d_32x4d.bt_in1k,288,32.993,67.007,49.840,50.160,16.81,0.950,bicubic,-60.057,-48.710,-206 -mobileone_s0.apple_in1k,224,32.983,67.017,51.093,48.907,5.29,0.875,bilinear,-55.797,-46.137,+25 -hrnet_w18_small.gluon_in1k,224,32.837,67.163,50.497,49.503,13.19,0.875,bicubic,-57.473,-47.263,-10 -legacy_seresnext26_32x4d.in1k,224,32.760,67.240,49.217,50.783,16.79,0.875,bicubic,-59.830,-49.383,-137 -hrnet_w18_small.ms_in1k,224,32.737,67.263,50.637,49.363,13.19,0.875,bilinear,-57.143,-47.253,-1 -edgenext_x_small.in1k,256,32.713,67.287,48.680,51.320,2.34,0.900,bicubic,-58.717,-49.480,-56 -deit_tiny_patch16_224.fb_in1k,224,32.700,67.300,50.330,49.670,5.72,0.900,bicubic,-56.940,-47.630,+3 -legacy_seresnet18.in1k,224,32.677,67.323,50.327,49.673,11.78,0.875,bicubic,-56.613,-47.383,+8 -regnetx_004.pycls_in1k,224,32.603,67.397,49.387,50.613,5.16,0.875,bicubic,-56.887,-48.433,+3 -mobilenetv2_100.ra_in1k,224,32.597,67.403,50.870,49.130,3.50,0.875,bicubic,-57.283,-46.730,-5 -ghostnet_100.in1k,224,32.583,67.417,50.407,49.593,5.18,0.875,bicubic,-57.887,-47.523,-21 -resnet26d.bt_in1k,288,32.477,67.523,50.093,49.907,16.01,0.950,bicubic,-60.113,-48.547,-147 -resnet18.gluon_in1k,224,32.423,67.577,49.730,50.270,11.69,0.875,bicubic,-56.267,-47.380,+15 -regnety_004.pycls_in1k,224,32.393,67.607,49.460,50.540,4.34,0.875,bicubic,-58.367,-48.580,-36 -tf_mixnet_s.in1k,224,32.210,67.790,48.593,51.407,4.13,0.875,bicubic,-59.500,-49.827,-81 -resnet18.a2_in1k,288,32.183,67.817,47.907,52.093,11.69,1.000,bicubic,-57.357,-49.753,-5 -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,32.140,67.860,49.097,50.903,5.72,0.900,bicubic,-59.810,-49.233,-96 -resnet26.bt_in1k,288,32.130,67.870,49.497,50.503,16.00,0.950,bicubic,-60.030,-49.053,-110 -tf_mobilenetv3_large_075.in1k,224,31.970,68.030,49.177,50.823,3.99,0.875,bilinear,-58.360,-48.683,-27 -tf_mobilenetv3_large_minimal_100.in1k,224,31.680,68.320,49.443,50.557,3.92,0.875,bilinear,-57.520,-47.847,0 -resnet18.a3_in1k,160,31.577,68.423,48.373,51.627,11.69,0.950,bicubic,-53.463,-47.567,+34 -efficientvit_m1.r224_in1k,224,31.260,68.740,48.470,51.530,2.98,0.875,bicubic,-55.930,-48.240,+19 -repghostnet_080.in1k,224,30.973,69.027,48.837,51.163,3.28,0.875,bicubic,-58.497,-48.603,-10 -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,30.870,69.130,47.680,52.320,6.34,0.900,bicubic,-58.540,-50.020,-10 -tinynet_c.in1k,184,30.537,69.463,48.543,51.457,2.46,0.875,bicubic,-57.883,-48.727,+6 -lcnet_075.ra2_in1k,224,30.383,69.617,48.763,51.237,2.36,0.875,bicubic,-56.627,-47.787,+19 -vgg16_bn.tv_in1k,224,30.380,69.620,47.317,52.683,138.37,0.875,bilinear,-60.140,-50.673,-38 -efficientvit_b0.r224_in1k,224,30.123,69.877,46.730,53.270,3.41,0.950,bicubic,-58.147,-50.150,+5 -resnet18.a3_in1k,224,30.093,69.907,46.313,53.687,11.69,0.950,bicubic,-56.927,-50.357,+15 -resnet10t.c3_in1k,176,29.783,70.217,47.810,52.190,5.44,0.875,bicubic,-55.707,-48.480,+21 -edgenext_xx_small.in1k,288,29.747,70.253,46.507,53.493,1.33,1.000,bicubic,-60.063,-51.283,-23 -mobilevit_xs.cvnets_in1k,256,29.703,70.297,46.087,53.913,2.32,0.900,bicubic,-61.567,-52.143,-76 -regnety_002.pycls_in1k,224,29.683,70.317,46.823,53.177,3.16,0.875,bicubic,-58.527,-50.357,+1 -edgenext_xx_small.in1k,256,29.447,70.553,46.373,53.627,1.33,0.900,bicubic,-59.813,-50.877,-17 -mobilenetv3_small_100.lamb_in1k,224,29.067,70.933,47.260,52.740,2.54,0.875,bicubic,-57.133,-49.210,+13 -mnasnet_small.lamb_in1k,224,28.990,71.010,47.210,52.790,2.03,0.875,bicubic,-56.500,-48.760,+16 -vgg13_bn.tv_in1k,224,28.963,71.037,46.820,53.180,133.05,0.875,bilinear,-60.267,-50.700,-18 -resnet10t.c3_in1k,224,28.907,71.093,46.967,53.033,5.44,0.950,bicubic,-57.803,-49.763,+9 -regnetx_002.pycls_in1k,224,28.867,71.133,45.607,54.393,2.68,0.875,bicubic,-58.473,-51.523,+1 -efficientvit_m0.r224_in1k,224,28.797,71.203,45.733,54.267,2.35,0.875,bicubic,-54.543,-49.897,+20 -resnet14t.c3_in1k,176,28.733,71.267,46.040,53.960,10.08,0.875,bicubic,-59.737,-50.910,-11 -mobilenetv2_050.lamb_in1k,224,28.700,71.300,46.610,53.390,1.97,0.875,bicubic,-56.290,-49.030,+13 -vgg19.tv_in1k,224,28.700,71.300,45.277,54.723,143.67,0.875,bilinear,-61.000,-52.253,-33 -mobilevitv2_050.cvnets_in1k,256,28.607,71.393,45.287,54.713,1.37,0.888,bicubic,-60.453,-52.303,-22 -dla60x_c.in1k,224,28.507,71.493,46.253,53.747,1.32,0.875,bilinear,-58.603,-50.897,-2 -repghostnet_058.in1k,224,28.497,71.503,46.607,53.393,2.55,0.875,bicubic,-58.693,-50.393,-4 -vgg11_bn.tv_in1k,224,28.447,71.553,46.480,53.520,132.87,0.875,bilinear,-59.963,-50.800,-15 -tinynet_d.in1k,152,27.997,72.003,45.893,54.107,2.34,0.875,bicubic,-57.483,-50.127,+5 -vgg16.tv_in1k,224,27.970,72.030,44.750,55.250,138.36,0.875,bilinear,-61.430,-52.750,-34 -resnet14t.c3_in1k,224,27.647,72.353,44.713,55.287,10.08,0.950,bicubic,-61.593,-52.737,-32 -tf_mobilenetv3_small_100.in1k,224,27.570,72.430,44.910,55.090,2.54,0.875,bilinear,-58.440,-51.480,-2 -repghostnet_050.in1k,224,27.140,72.860,45.050,54.950,2.31,0.875,bicubic,-58.420,-51.060,-2 -mixer_l16_224.goog_in21k_ft_in1k,224,26.777,73.223,37.857,62.143,208.20,0.875,bicubic,-60.223,-56.163,-7 -vgg11.tv_in1k,224,26.640,73.360,43.533,56.467,132.86,0.875,bilinear,-60.700,-53.447,-15 -mobilenetv3_small_075.lamb_in1k,224,26.590,73.410,43.943,56.057,2.04,0.875,bicubic,-57.550,-51.557,+4 -dla46x_c.in1k,224,26.403,73.597,43.907,56.093,1.07,0.875,bilinear,-59.047,-52.543,-2 -mobilevit_xxs.cvnets_in1k,256,26.400,73.600,43.140,56.860,1.27,0.900,bicubic,-61.570,-54.050,-20 -vgg13.tv_in1k,224,26.313,73.687,43.457,56.543,133.05,0.875,bilinear,-61.237,-53.663,-20 -tf_mobilenetv3_small_075.in1k,224,26.280,73.720,43.777,56.223,2.04,0.875,bilinear,-58.240,-52.013,-1 -lcnet_050.ra2_in1k,224,26.220,73.780,44.580,55.420,1.88,0.875,bicubic,-56.910,-50.370,+1 -tf_mobilenetv3_small_minimal_100.in1k,224,25.813,74.187,43.647,56.353,2.04,0.875,bilinear,-56.827,-51.343,+1 -dla46_c.in1k,224,25.540,74.460,43.877,56.123,1.30,0.875,bilinear,-59.180,-52.333,-5 -tinynet_e.in1k,106,23.473,76.527,41.177,58.823,2.04,0.875,bicubic,-56.367,-52.823,0 -mobilenetv3_small_050.lamb_in1k,224,21.793,78.207,38.930,61.070,1.59,0.875,bicubic,-56.297,-54.110,0 -test_byobnet.r160_in1k,160,17.107,82.893,33.970,66.030,0.46,0.875,bicubic,-50.253,-54.420,+1 -test_efficientnet.r160_in1k,160,16.507,83.493,32.900,67.100,0.36,0.875,bicubic,-51.193,-55.500,-1 -test_vit.r160_in1k,160,13.243,86.757,27.813,72.187,0.37,0.875,bicubic,-50.747,-59.867,0 +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.8467,9.1533,97.2133,2.7867,429.38,1.0,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.6167,9.3833,97.9133,2.0867,846.47,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,90.5167,9.4833,97.2133,2.7867,1013.01,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.4767,9.5233,97.2767,2.7233,305.08,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.2433,9.7567,97.1767,2.8233,305.08,1.0,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.24,9.76,96.9767,3.0233,414.14,1.0,bicubic 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+caformer_s18.sail_in1k,224,48.7433,51.2567,62.9433,37.0567,26.34,1.0,bicubic +regnetz_d8_evos.ch_in1k,256,48.7367,51.2633,64.3433,35.6567,23.46,0.95,bicubic +convformer_s18.sail_in1k,224,48.7267,51.2733,62.9367,37.0633,26.77,1.0,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.71,51.29,66.0633,33.9367,6.34,0.965,bicubic +efficientnetv2_rw_s.ra2_in1k,384,48.6833,51.3167,63.8767,36.1233,23.94,1.0,bicubic +regnetz_d32.ra3_in1k,320,48.6267,51.3733,65.2067,34.7933,27.58,0.95,bicubic +deit3_small_patch16_384.fb_in1k,384,48.6067,51.3933,62.75,37.25,22.21,1.0,bicubic +efficientnet_b3.ra2_in1k,320,48.5933,51.4067,64.34,35.66,12.23,1.0,bicubic +edgenext_base.usi_in1k,320,48.58,51.42,64.4067,35.5933,18.51,1.0,bicubic +mambaout_base.in1k,288,48.5733,51.4267,62.1567,37.8433,84.81,1.0,bicubic +swinv2_small_window16_256.ms_in1k,256,48.55,51.45,62.6533,37.3467,49.73,0.9,bicubic +seresnext101d_32x8d.ah_in1k,288,48.5133,51.4867,62.9533,37.0467,93.59,1.0,bicubic 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+resnext101_32x8d.tv2_in1k,224,48.1433,51.8567,62.7033,37.2967,88.79,0.965,bilinear +sequencer2d_l.in1k,224,48.13,51.87,62.2833,37.7167,54.3,0.875,bicubic +nextvit_small.bd_in1k_384,384,48.13,51.87,64.1167,35.8833,31.76,1.0,bicubic +gcvit_small.in1k,224,48.1,51.9,62.7767,37.2233,51.09,0.875,bicubic +regnety_160.deit_in1k,224,48.0567,51.9433,63.5933,36.4067,83.59,0.95,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,300,48.0533,51.9467,64.8267,35.1733,14.36,0.9,bicubic +regnetz_d8.ra3_in1k,320,48.0267,51.9733,64.3233,35.6767,23.37,1.0,bicubic +focalnet_small_lrf.ms_in1k,224,48.0167,51.9833,63.0933,36.9067,50.34,0.9,bicubic +resnetrs350.tf_in1k,384,47.9833,52.0167,62.6,37.4,163.96,1.0,bicubic +fastvit_sa24.apple_dist_in1k,256,47.9733,52.0267,62.84,37.16,21.55,0.9,bicubic +repvit_m1_5.dist_450e_in1k,224,47.9733,52.0267,63.67,36.33,14.64,0.95,bicubic +eca_nfnet_l1.ra2_in1k,256,47.9667,52.0333,63.09,36.91,41.41,0.9,bicubic +efficientnet_b3.ra2_in1k,288,47.9667,52.0333,63.93,36.07,12.23,0.875,bicubic +twins_svt_large.in1k,224,47.9267,52.0733,62.76,37.24,99.27,0.9,bicubic +convnextv2_tiny.fcmae_ft_in1k,224,47.9267,52.0733,63.2967,36.7033,28.64,0.875,bicubic +swiftformer_l3.dist_in1k,224,47.9233,52.0767,63.2067,36.7933,28.49,0.95,bicubic +resnext101_32x8d.tv2_in1k,176,47.92,52.08,62.8367,37.1633,88.79,0.875,bilinear +vit_relpos_base_patch16_224.sw_in1k,224,47.89,52.11,62.8433,37.1567,86.43,0.9,bicubic +resnetrs200.tf_in1k,256,47.89,52.11,62.1,37.9,93.21,1.0,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,224,47.8733,52.1267,63.92,36.08,15.62,0.875,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,47.8467,52.1533,63.3433,36.6567,59.88,0.875,bilinear +tf_efficientnet_b5.aa_in1k,456,47.8433,52.1567,63.9533,36.0467,30.39,0.934,bicubic +regnetv_064.ra3_in1k,224,47.7933,52.2067,63.4067,36.5933,30.58,0.95,bicubic +repvgg_b2g4.rvgg_in1k,224,47.7833,52.2167,64.4233,35.5767,61.76,0.875,bilinear 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+ecaresnet101d.miil_in1k,288,47.61,52.39,63.5167,36.4833,44.57,0.95,bicubic +seresnext101_32x8d.ah_in1k,288,47.5767,52.4233,61.3233,38.6767,93.57,1.0,bicubic +regnetz_d8_evos.ch_in1k,320,47.5567,52.4433,63.7567,36.2433,23.46,1.0,bicubic +pit_s_distilled_224.in1k,224,47.5567,52.4433,63.1867,36.8133,24.04,0.9,bicubic +mobilenetv4_conv_large.e500_r256_in1k,256,47.5367,52.4633,62.8633,37.1367,32.59,0.95,bicubic +focalnet_small_srf.ms_in1k,224,47.5167,52.4833,62.3267,37.6733,49.89,0.9,bicubic +resnest50d_4s2x40d.in1k,224,47.4867,52.5133,63.8633,36.1367,30.42,0.875,bicubic +dm_nfnet_f1.dm_in1k,320,47.46,52.54,62.14,37.86,132.63,0.91,bicubic +efficientnet_b3_pruned.in1k,300,47.4533,52.5467,62.8633,37.1367,9.86,0.904,bicubic +davit_tiny.msft_in1k,224,47.4333,52.5667,63.2767,36.7233,28.36,0.95,bicubic +coatnet_rmlp_1_rw_224.sw_in1k,224,47.41,52.59,61.3667,38.6333,41.69,0.95,bicubic +vit_base_patch16_224.orig_in21k_ft_in1k,224,47.4,52.6,61.6967,38.3033,86.57,0.9,bicubic +mobilenetv4_conv_large.e500_r256_in1k,320,47.3467,52.6533,62.4,37.6,32.59,1.0,bicubic +xcit_small_24_p8_224.fb_in1k,224,47.3467,52.6533,61.1133,38.8867,47.63,1.0,bicubic +crossvit_18_dagger_408.in1k,408,47.34,52.66,60.8833,39.1167,44.61,1.0,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.33,52.67,64.4833,35.5167,6.34,1.0,bicubic +tresnet_m.miil_in21k_ft_in1k,224,47.3033,52.6967,62.08,37.92,31.39,0.875,bilinear +resnet101d.ra2_in1k,256,47.3,52.7,62.96,37.04,44.57,0.95,bicubic +poolformerv2_m48.sail_in1k,224,47.2967,52.7033,63.8867,36.1133,73.35,1.0,bicubic +wide_resnet101_2.tv2_in1k,224,47.2467,52.7533,61.9667,38.0333,126.89,0.965,bilinear +efficientformer_l3.snap_dist_in1k,224,47.24,52.76,63.4533,36.5467,31.41,0.95,bicubic +repvit_m3.dist_in1k,224,47.2033,52.7967,63.4967,36.5033,10.68,0.95,bicubic +convnext_nano.in12k_ft_in1k,224,47.1933,52.8067,63.9667,36.0333,15.59,0.95,bicubic +regnety_032.ra_in1k,224,47.1933,52.8067,62.53,37.47,19.44,0.95,bicubic +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.1833,52.8167,63.4,36.6,44.18,0.875,bilinear +efficientvit_b2.r256_in1k,256,47.1833,52.8167,61.67,38.33,24.33,1.0,bicubic +regnety_080.ra3_in1k,224,47.16,52.84,62.11,37.89,39.18,0.95,bicubic +tf_efficientnet_b6.aa_in1k,528,47.1567,52.8433,63.0533,36.9467,43.04,0.942,bicubic +resnetrs270.tf_in1k,352,47.14,52.86,62.0467,37.9533,129.86,1.0,bicubic +convnext_tiny.fb_in1k,224,47.1333,52.8667,63.18,36.82,28.59,0.875,bicubic +regnety_320.tv2_in1k,224,47.08,52.92,62.06,37.94,145.05,0.965,bicubic +xcit_small_12_p8_224.fb_in1k,224,47.08,52.92,60.6567,39.3433,26.21,1.0,bicubic +efficientvit_b2.r288_in1k,288,47.0733,52.9267,61.6067,38.3933,24.33,1.0,bicubic +tf_efficientnet_b4.aa_in1k,380,47.0567,52.9433,62.8767,37.1233,19.34,0.922,bicubic +inception_next_tiny.sail_in1k,224,47.0367,52.9633,62.9567,37.0433,28.06,0.875,bicubic +vit_base_patch16_rpn_224.sw_in1k,224,47.0267,52.9733,62.4267,37.5733,86.54,0.9,bicubic +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.0233,52.9767,63.0033,36.9967,11.07,1.0,bicubic +regnetz_c16.ra3_in1k,256,47.01,52.99,63.67,36.33,13.46,0.94,bicubic +swin_base_patch4_window12_384.ms_in1k,384,46.9933,53.0067,61.8567,38.1433,87.9,1.0,bicubic +swinv2_small_window8_256.ms_in1k,256,46.99,53.01,62.16,37.84,49.73,0.9,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,224,46.9767,53.0233,64.36,35.64,6.34,0.965,bicubic +mambaout_tiny.in1k,224,46.9633,53.0367,61.84,38.16,26.55,1.0,bicubic +convnext_tiny_hnf.a2h_in1k,224,46.9567,53.0433,61.1433,38.8567,28.59,0.95,bicubic +convnextv2_tiny.fcmae_ft_in1k,288,46.9533,53.0467,62.47,37.53,28.64,1.0,bicubic +rexnetr_200.sw_in12k_ft_in1k,288,46.9367,53.0633,63.83,36.17,16.52,1.0,bicubic +resnet101d.ra2_in1k,320,46.93,53.07,62.4467,37.5533,44.57,1.0,bicubic +tnt_b_patch16_224.in1k,224,46.93,53.07,62.36,37.64,65.43,0.9,bicubic +coat_small.in1k,224,46.9267,53.0733,61.3633,38.6367,21.69,0.9,bicubic +xception65p.ra3_in1k,299,46.9067,53.0933,61.0633,38.9367,39.82,0.94,bicubic +xcit_large_24_p16_224.fb_in1k,224,46.89,53.11,60.7567,39.2433,189.1,1.0,bicubic +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,46.8833,53.1167,62.58,37.42,11.07,0.95,bicubic +maxvit_tiny_rw_224.sw_in1k,224,46.8467,53.1533,60.7667,39.2333,29.06,0.95,bicubic +resnet152.a1h_in1k,224,46.8467,53.1533,60.59,39.41,60.19,0.95,bicubic +nextvit_small.bd_in1k,224,46.8333,53.1667,62.8133,37.1867,31.76,0.95,bicubic +pvt_v2_b2_li.in1k,224,46.8,53.2,62.38,37.62,22.55,0.9,bicubic +gc_efficientnetv2_rw_t.agc_in1k,224,46.7867,53.2133,61.32,38.68,13.68,1.0,bicubic +resnet152.tv2_in1k,224,46.7767,53.2233,61.0033,38.9967,60.19,0.965,bilinear +efficientformerv2_s2.snap_dist_in1k,224,46.7533,53.2467,61.8233,38.1767,12.71,0.95,bicubic +seresnext101_64x4d.gluon_in1k,224,46.6767,53.3233,61.3633,38.6367,88.23,0.875,bicubic +fastvit_sa24.apple_in1k,256,46.6533,53.3467,61.6333,38.3667,21.55,0.9,bicubic +regnety_640.seer_ft_in1k,384,46.6133,53.3867,63.0833,36.9167,281.38,1.0,bicubic +fbnetv3_g.ra2_in1k,240,46.5833,53.4167,62.6,37.4,16.62,0.95,bilinear +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.5767,53.4233,63.9233,36.0767,28.29,0.9,bicubic +fasternet_s.in1k,224,46.5633,53.4367,62.6,37.4,31.18,1.0,bicubic +twins_pcpvt_large.in1k,224,46.5533,53.4467,62.2033,37.7967,60.99,0.9,bicubic +convnext_tiny.fb_in1k,288,46.53,53.47,63.2467,36.7533,28.59,1.0,bicubic +regnetv_064.ra3_in1k,288,46.5267,53.4733,62.29,37.71,30.58,1.0,bicubic +resnet152.a1h_in1k,288,46.52,53.48,60.5167,39.4833,60.19,1.0,bicubic +swin_base_patch4_window7_224.ms_in1k,224,46.5033,53.4967,61.4667,38.5333,87.77,0.9,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,288,46.46,53.54,62.8767,37.1233,15.62,1.0,bicubic +efficientnetv2_rw_t.ra2_in1k,224,46.4467,53.5533,61.4033,38.5967,13.65,1.0,bicubic +xcit_medium_24_p8_224.fb_in1k,224,46.4433,53.5567,59.5733,40.4267,84.32,1.0,bicubic 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+lcnet_050.ra2_in1k,224,26.2233,73.7767,44.59,55.41,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,25.8133,74.1867,43.6467,56.3533,2.04,0.875,bilinear +dla46_c.in1k,224,25.5133,74.4867,43.9033,56.0967,1.3,0.875,bilinear +test_vit3.r160_in1k,160,24.6233,75.3767,41.7367,58.2633,0.93,0.95,bicubic +tinynet_e.in1k,106,23.4733,76.5267,41.1767,58.8233,2.04,0.875,bicubic +test_convnext2.r160_in1k,160,22.4067,77.5933,40.41,59.59,0.48,0.95,bicubic +test_convnext3.r160_in1k,160,22.39,77.61,39.9633,60.0367,0.47,0.95,bicubic +mobilenetv3_small_050.lamb_in1k,224,21.7967,78.2033,38.7833,61.2167,1.59,0.875,bicubic +test_convnext.r160_in1k,160,19.6867,80.3133,36.7867,63.2133,0.27,0.95,bicubic +test_resnet.r160_in1k,160,18.2433,81.7567,35.14,64.86,0.47,0.95,bilinear +test_efficientnet_evos.r160_in1k,160,17.8967,82.1033,34.5733,65.4267,0.36,0.95,bicubic +test_nfnet.r160_in1k,160,17.5967,82.4033,34.2833,65.7167,0.38,0.95,bicubic +test_byobnet.r160_in1k,160,17.26,82.74,33.74,66.26,0.46,0.95,bicubic +test_efficientnet.r160_in1k,160,16.6633,83.3367,33.23,66.77,0.36,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,16.43,83.57,32.65,67.35,0.36,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,16.1233,83.8767,32.9067,67.0933,0.36,0.95,bicubic +test_vit2.r160_in1k,160,14.6333,85.3667,29.6933,70.3067,0.46,0.95,bicubic +test_vit.r160_in1k,160,13.4133,86.5867,27.98,72.02,0.37,0.95,bicubic +resmlp_12_224.fb_dino,224,0.5633,99.4367,2.7233,97.2767,15.35,0.875,bicubic +resmlp_24_224.fb_dino,224,0.5,99.5,2.38,97.62,30.02,0.875,bicubic diff --git a/results/results-imagenet-real.csv b/results/results-imagenet-real.csv index 09eba4e56b..32004f6ddd 100644 --- a/results/results-imagenet-real.csv +++ b/results/results-imagenet-real.csv @@ -1,1446 +1,1559 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,91.152,8.848,98.721,1.279,305.08,1.000,bicubic,+1.098,-0.335,0 -eva_giant_patch14_336.clip_ft_in1k,336,91.078,8.922,98.604,1.396,"1,013.01",1.000,bicubic,+1.616,-0.224,+5 -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,91.048,8.952,98.685,1.315,305.08,1.000,bicubic,+1.082,-0.331,-1 -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,90.956,9.044,98.676,1.324,"1,014.45",1.000,bicubic,+1.160,-0.314,-1 -eva02_large_patch14_448.mim_in22k_ft_in1k,448,90.930,9.070,98.678,1.322,305.08,1.000,bicubic,+1.298,-0.276,-1 -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,90.920,9.080,98.819,1.181,87.12,1.000,bicubic,+2.238,+0.091,+6 -eva_large_patch14_336.in22k_ft_in1k,336,90.915,9.085,98.789,1.211,304.53,1.000,bicubic,+2.225,+0.079,+4 -eva_giant_patch14_224.clip_ft_in1k,224,90.903,9.098,98.680,1.319,"1,012.56",0.900,bicubic,+2.017,+0.000,+1 -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,90.894,9.106,98.661,1.339,"1,013.01",1.000,bicubic,+1.324,-0.293,-4 -eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.888,9.113,98.648,1.351,305.08,1.000,bicubic,+1.334,-0.276,-4 -eva_large_patch14_336.in22k_ft_in22k_in1k,336,90.875,9.125,98.723,1.277,304.53,1.000,bicubic,+1.625,-0.129,-3 -caformer_b36.sail_in22k_ft_in1k_384,384,90.804,9.196,98.862,1.138,98.75,1.000,bicubic,+2.738,+0.272,+22 -eva02_base_patch14_448.mim_in22k_ft_in1k,448,90.787,9.213,98.738,1.262,87.12,1.000,bicubic,+2.521,+0.168,+12 -beit_large_patch16_512.in22k_ft_in22k_in1k,512,90.715,9.285,98.770,1.230,305.67,1.000,bicubic,+2.137,+0.110,+3 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,90.702,9.298,98.821,1.179,200.13,1.000,bicubic,+2.368,+0.247,+7 -regnety_1280.swag_ft_in1k,384,90.676,9.324,98.817,1.183,644.81,1.000,bicubic,+2.452,+0.119,+13 -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.668,9.332,98.806,1.194,846.47,1.000,bicubic,+2.046,+0.088,-2 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,90.668,9.332,98.762,1.238,200.13,1.000,bicubic,+2.778,+0.314,+22 -volo_d5_512.sail_in1k,512,90.627,9.373,98.702,1.298,296.09,1.150,bicubic,+3.561,+0.728,+51 -beit_large_patch16_384.in22k_ft_in22k_in1k,384,90.599,9.401,98.772,1.228,305.00,1.000,bicubic,+2.217,+0.164,0 -volo_d5_448.sail_in1k,448,90.587,9.414,98.689,1.311,295.91,1.150,bicubic,+3.609,+0.761,+55 -tf_efficientnet_l2.ns_jft_in1k,800,90.574,9.426,98.777,1.223,480.31,0.960,bicubic,+2.212,+0.121,-1 -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.569,9.431,98.621,1.379,116.14,1.000,bicubic,+2.757,+0.253,+20 -maxvit_base_tf_512.in21k_ft_in1k,512,90.567,9.433,98.702,1.298,119.88,1.000,bicubic,+2.355,+0.164,+6 -eva_large_patch14_196.in22k_ft_in22k_in1k,196,90.561,9.439,98.695,1.304,304.14,1.000,bicubic,+1.965,+0.033,-9 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,90.557,9.443,98.800,1.200,200.13,1.000,bicubic,+2.587,+0.326,+10 -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,90.542,9.458,98.683,1.317,304.53,1.000,bicubic,+2.278,+0.155,-1 -convnext_xlarge.fb_in22k_ft_in1k_384,384,90.537,9.463,98.770,1.230,350.20,1.000,bicubic,+2.771,+0.216,+16 -tf_efficientnet_l2.ns_jft_in1k_475,475,90.527,9.473,98.708,1.292,480.31,0.936,bicubic,+2.277,+0.152,-2 -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,90.527,9.473,98.704,1.296,660.29,1.000,bicubic,+1.667,-0.036,-20 -eva_large_patch14_196.in22k_ft_in1k,196,90.522,9.477,98.775,1.226,304.14,1.000,bicubic,+2.566,+0.294,+6 -volo_d4_448.sail_in1k,448,90.512,9.488,98.595,1.405,193.41,1.150,bicubic,+3.722,+0.715,+56 -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.501,9.499,98.634,1.366,632.46,1.000,bicubic,+1.873,-0.036,-19 -maxvit_xlarge_tf_512.in21k_ft_in1k,512,90.501,9.499,98.595,1.405,475.77,1.000,bicubic,+1.961,-0.057,-16 -convformer_b36.sail_in22k_ft_in1k_384,384,90.488,9.512,98.775,1.226,99.88,1.000,bicubic,+2.886,+0.343,+13 -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,90.475,9.524,98.687,1.313,660.29,1.000,bicubic,+1.813,-0.047,-24 -caformer_m36.sail_in22k_ft_in1k_384,384,90.475,9.524,98.668,1.332,56.20,1.000,bicubic,+3.004,+0.360,+17 -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,90.444,9.556,98.749,1.251,87.92,1.000,bicubic,+3.303,+0.521,+29 -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.444,9.556,98.642,1.358,632.05,1.000,bicubic,+2.165,+0.090,-15 -caformer_b36.sail_in22k_ft_in1k,224,90.437,9.563,98.760,1.240,98.75,1.000,bicubic,+2.997,+0.428,+14 -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.437,9.563,98.747,1.253,116.09,1.000,bicubic,+2.959,+0.373,+11 -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.435,9.565,98.642,1.358,304.53,1.000,bicubic,+2.243,+0.072,-11 -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,90.428,9.572,98.689,1.311,64.27,1.000,bicubic,+2.992,+0.431,+13 -beit_base_patch16_384.in22k_ft_in22k_in1k,384,90.407,9.593,98.738,1.262,86.74,1.000,bicubic,+3.591,+0.602,+42 -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,90.392,9.608,98.648,1.351,73.88,1.000,bicubic,+2.990,+0.340,+13 -maxvit_large_tf_512.in21k_ft_in1k,512,90.382,9.618,98.642,1.358,212.33,1.000,bicubic,+2.145,+0.034,-18 -convnextv2_base.fcmae_ft_in22k_in1k_384,384,90.375,9.625,98.666,1.334,88.72,1.000,bicubic,+2.737,+0.250,-1 -maxvit_xlarge_tf_384.in21k_ft_in1k,384,90.369,9.631,98.582,1.418,475.32,1.000,bicubic,+2.065,+0.042,-25 -maxvit_base_tf_384.in21k_ft_in1k,384,90.362,9.638,98.683,1.317,119.65,1.000,bicubic,+2.434,+0.145,-12 -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,90.362,9.638,98.582,1.418,304.43,0.950,bicubic,+1.956,-0.020,-30 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,90.358,9.642,98.770,1.230,88.59,1.000,bicubic,+3.208,+0.542,+15 -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,90.354,9.646,98.740,1.260,149.39,1.000,bicubic,+3.046,+0.406,+9 -convnextv2_large.fcmae_ft_in22k_in1k_384,384,90.352,9.648,98.646,1.354,197.96,1.000,bicubic,+2.174,+0.128,-21 -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,90.345,9.655,98.661,1.339,304.20,1.000,bicubic,+2.183,+0.121,-22 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,90.345,9.655,98.648,1.351,200.13,1.000,bicubic,+3.009,+0.427,+6 -convnext_base.fb_in22k_ft_in1k_384,384,90.343,9.657,98.796,1.204,88.59,1.000,bicubic,+3.517,+0.552,+29 -vit_large_patch14_clip_336.laion2b_ft_in1k,336,90.337,9.663,98.597,1.403,304.53,1.000,bicubic,+2.471,+0.243,-16 -maxvit_large_tf_384.in21k_ft_in1k,384,90.320,9.680,98.674,1.326,212.03,1.000,bicubic,+2.324,+0.106,-23 -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.317,9.682,98.670,1.330,304.20,1.000,bicubic,+2.419,+0.262,-20 -caformer_s36.sail_in22k_ft_in1k_384,384,90.315,9.685,98.806,1.194,39.30,1.000,bicubic,+3.451,+0.585,+21 -vit_large_patch14_clip_224.openai_ft_in1k,224,90.313,9.687,98.646,1.354,304.20,1.000,bicubic,+2.453,+0.216,-19 -convnext_large.fb_in22k_ft_in1k_384,384,90.307,9.693,98.666,1.334,197.77,1.000,bicubic,+2.851,+0.286,-8 -convformer_m36.sail_in22k_ft_in1k_384,384,90.251,9.749,98.657,1.343,57.05,1.000,bicubic,+3.383,+0.531,+17 -deit3_large_patch16_384.fb_in22k_ft_in1k,384,90.249,9.751,98.627,1.373,304.76,1.000,bicubic,+2.515,+0.119,-19 -convformer_b36.sail_in22k_ft_in1k,224,90.247,9.753,98.704,1.296,99.88,1.000,bicubic,+3.263,+0.546,+10 -regnety_320.swag_ft_in1k,384,90.245,9.755,98.768,1.232,145.05,1.000,bicubic,+3.385,+0.412,+16 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,90.243,9.757,98.781,1.219,93.59,1.000,bicubic,+3.521,+0.599,+25 -convnextv2_huge.fcmae_ft_in1k,288,90.236,9.764,98.550,1.450,660.29,1.000,bicubic,+3.618,+0.582,+27 -dm_nfnet_f6.dm_in1k,576,90.228,9.772,98.629,1.371,438.36,0.956,bicubic,+3.856,+0.737,+50 -nextvit_large.bd_ssld_6m_in1k_384,384,90.219,9.781,98.781,1.219,57.87,1.000,bicubic,+3.677,+0.649,+31 -vit_large_patch16_384.augreg_in21k_ft_in1k,384,90.219,9.781,98.653,1.347,304.72,1.000,bicubic,+3.125,+0.347,-1 -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,90.213,9.787,98.636,1.364,632.13,1.000,bicubic,+3.033,+0.372,-7 -tf_efficientnetv2_l.in21k_ft_in1k,480,90.211,9.789,98.721,1.279,118.52,1.000,bicubic,+3.409,+0.585,+14 -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,90.207,9.793,98.651,1.349,86.86,0.950,bicubic,+3.178,+0.457,-3 -vit_base_patch16_clip_384.laion2b_ft_in1k,384,90.198,9.802,98.698,1.302,86.86,1.000,bicubic,+3.560,+0.690,+19 -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,90.192,9.809,98.610,1.390,196.74,1.000,bicubic,+2.718,+0.346,-24 -nextvit_base.bd_ssld_6m_in1k_384,384,90.185,9.815,98.815,1.185,44.82,1.000,bicubic,+3.821,+0.775,+42 -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,90.185,9.815,98.555,1.445,632.05,1.000,bicubic,+2.561,+0.327,-30 -cait_m48_448.fb_dist_in1k,448,90.181,9.819,98.482,1.518,356.46,1.000,bicubic,+3.699,+0.736,+31 -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,90.177,9.823,98.565,1.435,86.86,1.000,bicubic,+2.965,+0.537,-16 -volo_d3_448.sail_in1k,448,90.177,9.823,98.537,1.462,86.63,1.000,bicubic,+3.665,+0.828,+26 -beit_large_patch16_224.in22k_ft_in22k_in1k,224,90.159,9.841,98.728,1.272,304.43,0.900,bicubic,+2.671,+0.412,-32 -tf_efficientnet_b7.ns_jft_in1k,600,90.151,9.849,98.604,1.396,66.35,0.949,bicubic,+3.299,+0.524,0 -dm_nfnet_f6.dm_in1k,448,90.117,9.883,98.572,1.428,438.36,0.956,bicubic,+3.963,+0.804,+54 -beitv2_large_patch16_224.in1k_ft_in1k,224,90.112,9.887,98.437,1.563,304.43,0.950,bicubic,+2.698,+0.221,-28 -vit_large_patch14_clip_224.laion2b_ft_in1k,224,90.110,9.890,98.559,1.441,304.20,1.000,bicubic,+2.812,+0.321,-24 -convnext_xlarge.fb_in22k_ft_in1k,288,90.095,9.905,98.629,1.371,350.20,1.000,bicubic,+2.721,+0.299,-28 -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,90.068,9.932,98.713,1.287,87.90,1.000,bicubic,+3.630,+0.645,+24 -caformer_b36.sail_in1k_384,384,90.068,9.932,98.501,1.499,98.75,1.000,bicubic,+3.664,+0.677,+26 -convnextv2_base.fcmae_ft_in22k_in1k,288,90.066,9.934,98.670,1.330,88.72,1.000,bicubic,+3.067,+0.506,-18 -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,90.066,9.934,98.663,1.337,196.74,1.000,bicubic,+2.927,+0.433,-22 -cait_m36_384.fb_dist_in1k,384,90.055,9.945,98.495,1.505,271.22,1.000,bicubic,+3.991,+0.763,+54 -convformer_s36.sail_in22k_ft_in1k_384,384,90.046,9.954,98.627,1.373,40.01,1.000,bicubic,+3.666,+0.651,+25 -tiny_vit_21m_512.dist_in22k_ft_in1k,512,90.031,9.969,98.482,1.518,21.27,1.000,bicubic,+3.579,+0.598,+18 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,90.027,9.973,98.691,1.309,93.59,1.000,bicubic,+3.509,+0.655,+11 -tf_efficientnetv2_m.in21k_ft_in1k,480,90.014,9.986,98.663,1.337,54.14,1.000,bicubic,+4.000,+0.707,+57 -hgnetv2_b6.ssld_stage1_in22k_in1k,288,90.008,9.992,98.683,1.317,75.26,1.000,bicubic,+3.710,+0.595,+26 -convnextv2_large.fcmae_ft_in22k_in1k,288,90.006,9.994,98.636,1.364,197.96,1.000,bicubic,+2.512,+0.276,-49 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,90.004,9.996,98.702,1.298,93.59,0.950,bicubic,+3.468,+0.608,+5 -deit3_large_patch16_224.fb_in22k_ft_in1k,224,90.004,9.996,98.661,1.339,304.37,1.000,bicubic,+3.018,+0.421,-26 -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.997,10.003,98.602,1.399,64.11,0.950,bicubic,+3.393,+0.665,-4 -convnext_base.clip_laiona_augreg_ft_in1k_384,384,89.997,10.003,98.548,1.452,88.59,1.000,bicubic,+3.509,+0.586,+8 -convnextv2_large.fcmae_ft_in22k_in1k,224,89.987,10.014,98.546,1.454,197.96,0.875,bicubic,+2.723,+0.302,-40 -hiera_huge_224.mae_in1k_ft_in1k,224,89.980,10.020,98.360,1.640,672.78,0.900,bicubic,+3.146,+0.350,-20 -convnext_xlarge.fb_in22k_ft_in1k,224,89.976,10.024,98.578,1.422,350.20,0.875,bicubic,+3.006,+0.374,-28 -maxvit_base_tf_512.in1k,512,89.972,10.028,98.446,1.554,119.88,1.000,bicubic,+3.374,+0.520,-6 -vit_base_patch16_384.augreg_in21k_ft_in1k,384,89.967,10.033,98.678,1.322,86.86,1.000,bicubic,+3.961,+0.678,+48 -nextvit_small.bd_ssld_6m_in1k_384,384,89.961,10.039,98.723,1.277,31.76,1.000,bicubic,+4.005,+0.823,+50 -convnextv2_large.fcmae_ft_in1k,288,89.961,10.039,98.548,1.452,197.96,1.000,bicubic,+3.835,+0.730,+32 -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.950,10.050,98.427,1.573,116.14,0.950,bicubic,+3.042,+0.422,-31 -caformer_m36.sail_in1k_384,384,89.944,10.056,98.444,1.556,56.20,1.000,bicubic,+3.784,+0.627,+26 -convnext_small.fb_in22k_ft_in1k_384,384,89.927,10.073,98.691,1.309,50.22,1.000,bicubic,+4.173,+0.809,+68 -regnety_160.swag_ft_in1k,384,89.925,10.075,98.638,1.362,83.59,1.000,bicubic,+3.907,+0.588,+39 -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,89.920,10.080,98.505,1.494,196.74,0.900,bicubic,+2.986,+0.401,-36 -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,89.899,10.101,98.657,1.343,87.92,0.900,bicubic,+3.623,+0.749,+9 -efficientnet_b5.sw_in12k_ft_in1k,448,89.899,10.101,98.574,1.426,30.39,1.000,bicubic,+4.007,+0.832,+47 -deit3_base_patch16_384.fb_in22k_ft_in1k,384,89.897,10.103,98.597,1.403,86.88,1.000,bicubic,+3.153,+0.487,-26 -xcit_large_24_p8_384.fb_dist_in1k,384,89.897,10.103,98.377,1.623,188.93,1.000,bicubic,+3.871,+0.687,+33 -convnext_large.fb_in22k_ft_in1k,288,89.891,10.110,98.608,1.392,197.77,1.000,bicubic,+2.877,+0.396,-47 -hgnet_base.ssld_in1k,288,89.888,10.112,98.544,1.456,71.58,1.000,bicubic,+4.416,+0.910,+83 -convnextv2_huge.fcmae_ft_in1k,224,89.880,10.120,98.412,1.589,660.29,0.875,bicubic,+3.620,+0.660,+5 -convnext_base.fb_in22k_ft_in1k,288,89.873,10.127,98.698,1.302,88.59,1.000,bicubic,+3.575,+0.758,-1 -volo_d5_224.sail_in1k,224,89.873,10.127,98.493,1.507,295.46,0.960,bicubic,+3.795,+0.915,+23 -caformer_m36.sail_in22k_ft_in1k,224,89.863,10.137,98.580,1.420,56.20,1.000,bicubic,+3.255,+0.542,-27 -hgnetv2_b6.ssld_stage2_ft_in1k,288,89.856,10.144,98.627,1.373,75.26,1.000,bicubic,+3.472,+0.689,-8 -tiny_vit_21m_384.dist_in22k_ft_in1k,384,89.854,10.146,98.503,1.497,21.23,1.000,bicubic,+3.760,+0.791,+18 -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,89.852,10.148,98.484,1.516,60.60,1.000,bicubic,+3.250,+0.462,-28 -convnextv2_base.fcmae_ft_in22k_in1k,224,89.837,10.163,98.544,1.456,88.72,0.875,bicubic,+3.085,+0.524,-39 -efficientvit_l2.r384_in1k,384,89.835,10.165,98.185,1.815,63.71,1.000,bicubic,+3.853,+0.671,+27 -convnext_large.fb_in22k_ft_in1k,224,89.831,10.169,98.512,1.488,197.77,0.875,bicubic,+3.219,+0.476,-35 -cait_s36_384.fb_dist_in1k,384,89.831,10.169,98.431,1.569,68.37,1.000,bicubic,+4.373,+0.951,+74 -convformer_m36.sail_in22k_ft_in1k,224,89.826,10.174,98.561,1.439,57.05,1.000,bicubic,+3.674,+0.709,+7 -coatnet_2_rw_224.sw_in12k_ft_in1k,224,89.822,10.178,98.531,1.469,73.87,0.950,bicubic,+3.242,+0.635,-32 -maxvit_large_tf_512.in1k,512,89.809,10.191,98.347,1.653,212.33,1.000,bicubic,+3.275,+0.468,-29 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,89.807,10.193,98.661,1.339,88.59,1.000,bicubic,+3.421,+0.685,-20 -xcit_medium_24_p8_384.fb_dist_in1k,384,89.807,10.193,98.365,1.635,84.32,1.000,bicubic,+3.965,+0.763,+32 -hgnetv2_b6.ssld_stage1_in22k_in1k,224,89.799,10.201,98.599,1.401,75.26,0.965,bicubic,+3.747,+0.793,+11 -volo_d4_224.sail_in1k,224,89.799,10.201,98.422,1.578,192.96,0.960,bicubic,+3.927,+0.966,+25 -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,89.790,10.210,98.646,1.354,196.53,0.900,bicubic,+3.460,+0.764,-18 -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.788,10.212,98.516,1.484,64.11,0.950,bicubic,+3.580,+0.634,-8 -volo_d2_384.sail_in1k,384,89.786,10.214,98.405,1.595,58.87,1.000,bicubic,+3.728,+0.821,+6 -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,89.784,10.216,98.514,1.486,329.09,1.000,bicubic,+3.600,+0.840,-7 -tf_efficientnetv2_xl.in21k_ft_in1k,512,89.782,10.218,98.294,1.706,208.12,1.000,bicubic,+3.034,+0.280,-53 -tf_efficientnet_b6.ns_jft_in1k,528,89.779,10.221,98.512,1.488,43.04,0.942,bicubic,+3.303,+0.644,-33 -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,89.777,10.223,98.473,1.527,73.88,0.950,bicubic,+3.237,+0.577,-42 -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,89.758,10.242,98.593,1.407,86.53,0.900,bicubic,+3.264,+0.537,-38 -xcit_small_24_p8_384.fb_dist_in1k,384,89.754,10.246,98.420,1.580,47.63,1.000,bicubic,+4.172,+0.848,+45 -dm_nfnet_f4.dm_in1k,512,89.745,10.255,98.403,1.597,316.07,0.951,bicubic,+3.885,+0.751,+16 -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.743,10.257,98.484,1.516,116.09,0.950,bicubic,+3.105,+0.470,-56 -caformer_s36.sail_in22k_ft_in1k,224,89.741,10.259,98.655,1.345,39.30,1.000,bicubic,+3.953,+0.827,+24 -caformer_s18.sail_in22k_ft_in1k_384,384,89.739,10.261,98.580,1.420,26.34,1.000,bicubic,+4.315,+0.998,+58 -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,89.733,10.268,98.514,1.486,86.58,0.900,bicubic,+3.505,+0.674,-23 -regnety_160.lion_in12k_ft_in1k,288,89.726,10.274,98.608,1.392,83.59,1.000,bicubic,+3.716,+0.762,0 -dm_nfnet_f5.dm_in1k,544,89.726,10.274,98.431,1.569,377.21,0.954,bicubic,+3.626,+0.745,-10 -efficientvit_l3.r384_in1k,384,89.722,10.278,98.014,1.986,246.04,1.000,bicubic,+3.324,+0.380,-40 -convformer_m36.sail_in1k_384,384,89.720,10.280,98.444,1.556,57.05,1.000,bicubic,+4.140,+0.895,+37 -volo_d1_384.sail_in1k,384,89.711,10.289,98.294,1.706,26.78,1.000,bicubic,+4.445,+1.076,+66 -vit_base_patch16_clip_384.openai_ft_in1k,384,89.696,10.304,98.518,1.482,86.86,1.000,bicubic,+3.478,+0.632,-28 -caformer_s36.sail_in1k_384,384,89.694,10.306,98.318,1.682,39.30,1.000,bicubic,+3.938,+0.650,+20 -deit3_large_patch16_384.fb_in1k,384,89.690,10.310,98.399,1.601,304.76,1.000,bicubic,+3.872,+0.797,+10 -hgnetv2_b6.ssld_stage2_ft_in1k,224,89.686,10.315,98.557,1.443,75.26,0.965,bicubic,+3.480,+0.747,-28 -convnext_base.clip_laion2b_augreg_ft_in1k,256,89.677,10.323,98.476,1.524,88.59,1.000,bicubic,+3.493,+0.548,-27 -convformer_b36.sail_in1k_384,384,89.677,10.323,98.384,1.616,99.88,1.000,bicubic,+3.899,+0.864,+13 -convnext_base.fb_in22k_ft_in1k,224,89.675,10.325,98.542,1.458,88.59,0.875,bicubic,+3.859,+0.688,+7 -xcit_large_24_p16_384.fb_dist_in1k,384,89.675,10.325,98.407,1.593,189.10,1.000,bicubic,+3.899,+0.879,+11 -tf_efficientnet_b5.ns_jft_in1k,456,89.666,10.334,98.488,1.512,30.39,0.934,bicubic,+3.564,+0.738,-24 -nextvit_large.bd_ssld_6m_in1k,224,89.660,10.340,98.634,1.366,57.87,0.950,bicubic,+4.136,+0.958,+31 -hgnetv2_b5.ssld_stage2_ft_in1k,288,89.658,10.342,98.497,1.503,39.57,1.000,bicubic,+4.508,+0.897,+70 -regnety_2560.seer_ft_in1k,384,89.628,10.372,98.403,1.597,"1,282.60",1.000,bicubic,+4.482,+0.959,+70 -dm_nfnet_f3.dm_in1k,416,89.624,10.376,98.461,1.539,254.92,0.940,bicubic,+3.952,+0.883,+14 -convnext_small.in12k_ft_in1k_384,384,89.621,10.379,98.450,1.550,50.22,1.000,bicubic,+3.435,+0.530,-37 -regnety_160.sw_in12k_ft_in1k,288,89.604,10.396,98.563,1.437,83.59,1.000,bicubic,+3.572,+0.733,-23 -maxvit_base_tf_384.in1k,384,89.604,10.396,98.320,1.680,119.65,1.000,bicubic,+3.310,+0.516,-48 -volo_d3_224.sail_in1k,224,89.592,10.408,98.369,1.631,86.33,0.960,bicubic,+4.150,+1.093,+32 -tf_efficientnetv2_l.in21k_ft_in1k,384,89.587,10.413,98.503,1.497,118.52,1.000,bicubic,+3.755,+0.733,-6 -convformer_s18.sail_in22k_ft_in1k_384,384,89.585,10.415,98.535,1.465,26.77,1.000,bicubic,+4.559,+0.955,+80 -tf_efficientnet_b8.ap_in1k,672,89.583,10.417,98.300,1.700,87.41,0.954,bicubic,+4.217,+1.002,+39 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,89.579,10.421,98.486,1.514,93.59,0.875,bicubic,+3.623,+0.662,-18 -maxvit_large_tf_384.in1k,384,89.575,10.425,98.189,1.810,212.03,1.000,bicubic,+3.338,+0.499,-52 -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,89.570,10.430,98.420,1.580,86.57,0.950,bicubic,+3.360,+0.664,-49 -maxvit_tiny_tf_512.in1k,512,89.562,10.438,98.335,1.665,31.05,1.000,bicubic,+3.902,+0.743,+4 -efficientvit_l2.r288_in1k,288,89.559,10.441,98.072,1.928,63.71,1.000,bicubic,+3.945,+0.712,+6 -tf_efficientnetv2_l.in1k,480,89.553,10.447,98.339,1.661,118.52,1.000,bicubic,+3.893,+0.867,+3 -flexivit_large.1200ep_in1k,240,89.547,10.453,98.397,1.603,304.36,0.950,bicubic,+3.903,+0.851,+1 -convnextv2_large.fcmae_ft_in1k,224,89.547,10.453,98.294,1.706,197.96,0.875,bicubic,+3.785,+0.708,-8 -efficientvit_l3.r320_in1k,320,89.547,10.453,97.859,2.142,246.04,1.000,bicubic,+3.317,+0.403,-56 -hiera_large_224.mae_in1k_ft_in1k,224,89.545,10.455,98.228,1.772,213.74,0.900,bicubic,+3.501,+0.580,-38 -dm_nfnet_f4.dm_in1k,384,89.536,10.464,98.275,1.725,316.07,0.951,bicubic,+4.040,+0.785,+12 -xcit_small_12_p8_384.fb_dist_in1k,384,89.519,10.481,98.296,1.704,26.21,1.000,bicubic,+4.447,+1.034,+62 -xcit_large_24_p8_224.fb_dist_in1k,224,89.517,10.483,98.219,1.781,188.93,1.000,bicubic,+4.115,+0.801,+23 -convformer_s36.sail_in22k_ft_in1k,224,89.513,10.487,98.467,1.533,40.01,1.000,bicubic,+4.089,+0.993,+19 -cait_s24_384.fb_dist_in1k,384,89.510,10.490,98.362,1.638,47.06,1.000,bicubic,+4.468,+1.012,+61 -hgnet_base.ssld_in1k,224,89.506,10.494,98.427,1.573,71.58,0.965,bicubic,+4.594,+1.087,+77 -flexivit_large.600ep_in1k,240,89.506,10.494,98.388,1.612,304.36,0.950,bicubic,+3.976,+0.894,+3 -nextvit_base.bd_ssld_6m_in1k,224,89.504,10.496,98.591,1.409,44.82,0.950,bicubic,+4.322,+0.997,+38 -regnety_160.lion_in12k_ft_in1k,224,89.502,10.498,98.427,1.573,83.59,0.950,bicubic,+3.900,+0.758,-7 -efficientvit_l3.r256_in1k,256,89.498,10.502,97.910,2.090,246.04,1.000,bicubic,+3.544,+0.572,-36 -hgnetv2_b5.ssld_stage1_in22k_in1k,288,89.496,10.505,98.522,1.478,39.57,1.000,bicubic,+4.572,+1.008,+70 -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,89.493,10.507,98.484,1.516,28.64,1.000,bicubic,+4.387,+0.852,+44 -convnext_tiny.in12k_ft_in1k_384,384,89.491,10.509,98.510,1.490,28.59,1.000,bicubic,+4.337,+0.876,+37 -rdnet_large.nv_in1k_ft_in1k_384,384,89.487,10.513,98.347,1.653,186.27,1.000,bicubic,+3.639,+0.663,-35 -convformer_s36.sail_in1k_384,384,89.478,10.522,98.367,1.633,40.01,1.000,bicubic,+4.098,+0.897,+12 -xcit_medium_24_p16_384.fb_dist_in1k,384,89.472,10.528,98.296,1.704,84.40,1.000,bicubic,+4.038,+0.888,+4 -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,89.470,10.530,98.403,1.597,88.34,1.000,bicubic,+3.670,+0.771,-31 -vit_base_patch16_clip_224.laion2b_ft_in1k,224,89.468,10.532,98.478,1.522,86.57,1.000,bicubic,+3.974,+0.906,-4 -deit3_base_patch16_224.fb_in22k_ft_in1k,224,89.466,10.534,98.555,1.445,86.59,1.000,bicubic,+3.738,+0.947,-25 -vit_base_patch8_224.augreg_in21k_ft_in1k,224,89.455,10.545,98.480,1.520,86.58,0.900,bicubic,+3.619,+0.706,-39 -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,89.453,10.547,98.463,1.537,86.57,0.900,bicubic,+4.343,+0.925,+34 -inception_next_base.sail_in1k_384,384,89.446,10.554,98.352,1.648,86.67,1.000,bicubic,+4.246,+0.928,+22 -maxvit_small_tf_512.in1k,512,89.442,10.558,98.360,1.640,69.13,1.000,bicubic,+3.338,+0.602,-70 -dm_nfnet_f5.dm_in1k,416,89.442,10.558,98.305,1.695,377.21,0.954,bicubic,+3.726,+0.753,-27 -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,89.434,10.566,98.403,1.597,86.57,0.950,bicubic,+3.472,+0.685,-54 -convnextv2_base.fcmae_ft_in1k,288,89.431,10.569,98.367,1.633,88.72,1.000,bicubic,+3.941,+0.987,-11 -regnety_120.sw_in12k_ft_in1k,288,89.429,10.571,98.525,1.475,51.82,1.000,bicubic,+3.987,+0.953,-10 -deit_base_distilled_patch16_384.fb_in1k,384,89.429,10.571,98.441,1.559,87.63,1.000,bicubic,+4.001,+1.113,-8 -tf_efficientnet_b7.ap_in1k,600,89.429,10.571,98.335,1.665,66.35,0.949,bicubic,+4.297,+1.079,+27 -beit_base_patch16_224.in22k_ft_in22k_in1k,224,89.425,10.575,98.520,1.480,86.53,0.900,bicubic,+4.181,+0.868,+8 -efficientvit_l3.r224_in1k,224,89.416,10.584,97.886,2.114,246.04,1.000,bicubic,+3.605,+0.676,-46 -caformer_b36.sail_in1k,224,89.406,10.594,98.224,1.776,98.75,1.000,bicubic,+3.904,+0.908,-20 -efficientvit_l2.r256_in1k,256,89.401,10.598,98.061,1.939,63.71,1.000,bicubic,+4.034,+0.805,-5 -hrnet_w48_ssld.paddle_in1k,288,89.399,10.601,98.386,1.614,77.47,1.000,bilinear,+4.915,+1.160,+93 -regnety_160.sw_in12k_ft_in1k,224,89.395,10.605,98.384,1.616,83.59,0.950,bicubic,+3.801,+0.716,-31 -regnetz_e8.ra3_in1k,320,89.380,10.620,98.459,1.542,57.70,1.000,bicubic,+4.340,+1.177,+31 -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,89.372,10.628,98.495,1.505,39.03,0.950,bicubic,+3.818,+0.855,-29 -deit3_small_patch16_384.fb_in22k_ft_in1k,384,89.372,10.628,98.390,1.610,22.21,1.000,bicubic,+4.530,+0.908,+53 -eva02_small_patch14_336.mim_in22k_ft_in1k,336,89.370,10.630,98.352,1.648,22.13,1.000,bicubic,+3.609,+0.742,-48 -tf_efficientnet_b4.ns_jft_in1k,380,89.363,10.637,98.375,1.625,19.34,0.922,bicubic,+4.187,+1.047,+7 -tf_efficientnetv2_m.in1k,480,89.350,10.650,98.324,1.676,54.14,1.000,bicubic,+4.140,+0.960,+1 -caformer_s18.sail_in1k_384,384,89.348,10.652,98.294,1.706,26.34,1.000,bicubic,+4.312,+0.934,+26 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,89.346,10.654,98.367,1.633,32.59,1.000,bicubic,+4.566,+1.025,+54 -convnext_small.fb_in22k_ft_in1k,288,89.344,10.656,98.358,1.642,50.22,1.000,bicubic,+4.068,+0.680,-10 -hgnetv2_b5.ssld_stage2_ft_in1k,224,89.342,10.658,98.328,1.672,39.57,0.965,bicubic,+4.532,+1.028,+49 -tf_efficientnet_b6.ap_in1k,528,89.340,10.660,98.285,1.714,43.04,0.942,bicubic,+4.548,+1.151,+50 -tf_efficientnet_b8.ra_in1k,672,89.329,10.671,98.307,1.693,87.41,0.954,bicubic,+3.973,+0.919,-17 -volo_d2_224.sail_in1k,224,89.329,10.671,98.207,1.794,58.68,0.960,bicubic,+4.127,+1.020,-5 -nextvit_small.bd_ssld_6m_in1k,224,89.320,10.680,98.422,1.578,31.76,0.950,bicubic,+4.464,+1.042,+41 -vit_large_patch16_224.augreg_in21k_ft_in1k,224,89.314,10.686,98.392,1.608,304.33,0.900,bicubic,+3.464,+0.566,-72 -xcit_small_24_p16_384.fb_dist_in1k,384,89.312,10.688,98.354,1.646,47.67,1.000,bicubic,+4.210,+0.972,+7 -flexivit_large.300ep_in1k,240,89.310,10.690,98.322,1.678,304.36,0.950,bicubic,+4.028,+0.918,-19 -xcit_medium_24_p8_224.fb_dist_in1k,224,89.299,10.701,98.196,1.804,84.32,1.000,bicubic,+4.223,+0.922,+10 -nextvit_large.bd_in1k_384,384,89.297,10.703,98.307,1.693,57.87,1.000,bicubic,+4.363,+1.009,+24 -nextvit_base.bd_in1k_384,384,89.290,10.710,98.313,1.687,44.82,1.000,bicubic,+4.564,+1.089,+46 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,89.288,10.712,98.258,1.742,32.59,1.000,bicubic,+4.298,+0.974,+16 -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.282,10.718,98.311,1.689,60.40,0.950,bicubic,+3.554,+0.565,-62 -dm_nfnet_f3.dm_in1k,320,89.280,10.720,98.275,1.725,254.92,0.940,bicubic,+4.184,+0.889,+2 -beitv2_base_patch16_224.in1k_ft_in1k,224,89.271,10.729,98.249,1.751,86.53,0.900,bicubic,+3.675,+0.735,-56 -xcit_small_12_p16_384.fb_dist_in1k,384,89.246,10.754,98.258,1.742,26.25,1.000,bicubic,+4.510,+1.122,+40 -hgnet_small.ssld_in1k,288,89.243,10.757,98.369,1.631,24.36,1.000,bicubic,+4.865,+1.239,+91 -xcit_small_24_p8_224.fb_dist_in1k,224,89.224,10.776,98.236,1.764,47.63,1.000,bicubic,+4.348,+1.036,+25 -deit3_huge_patch14_224.fb_in1k,224,89.222,10.778,98.166,1.834,632.13,0.900,bicubic,+4.000,+0.800,-22 -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,89.218,10.782,98.356,1.644,88.30,1.000,bicubic,+3.808,+0.696,-39 -coat_lite_medium_384.in1k,384,89.214,10.786,98.226,1.774,44.57,1.000,bicubic,+4.320,+0.850,+20 -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,89.199,10.801,98.435,1.565,87.77,0.900,bicubic,+3.929,+0.867,-31 -regnety_120.sw_in12k_ft_in1k,224,89.177,10.823,98.343,1.657,51.82,0.950,bicubic,+4.191,+0.921,+6 -dm_nfnet_f2.dm_in1k,352,89.175,10.825,98.232,1.768,193.78,0.920,bicubic,+3.999,+0.744,-20 -eca_nfnet_l2.ra3_in1k,384,89.165,10.835,98.311,1.689,56.72,1.000,bicubic,+4.459,+1.055,+35 -tf_efficientnetv2_m.in21k_ft_in1k,384,89.160,10.840,98.392,1.608,54.14,1.000,bicubic,+4.392,+0.952,+29 -cait_xs24_384.fb_dist_in1k,384,89.160,10.840,98.283,1.717,26.67,1.000,bicubic,+5.096,+1.401,+122 -vit_base_patch16_clip_224.openai_ft_in1k,224,89.158,10.842,98.273,1.727,86.57,0.900,bicubic,+3.872,+0.833,-40 -convnext_small.fb_in22k_ft_in1k,224,89.150,10.850,98.322,1.678,50.22,0.875,bicubic,+4.568,+0.908,+42 -maxvit_small_tf_384.in1k,384,89.126,10.874,98.153,1.847,69.02,1.000,bicubic,+3.592,+0.695,-65 -convformer_s18.sail_in1k_384,384,89.122,10.878,98.140,1.860,26.77,1.000,bicubic,+4.728,+1.028,+74 -fastvit_ma36.apple_dist_in1k,256,89.118,10.882,98.151,1.849,44.07,0.950,bicubic,+4.512,+1.145,+36 -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,89.115,10.885,98.185,1.815,468.53,0.875,bilinear,+4.017,+0.743,-18 -maxvit_tiny_tf_384.in1k,384,89.103,10.897,98.213,1.787,30.98,1.000,bicubic,+4.001,+0.895,-21 -tiny_vit_21m_224.dist_in22k_ft_in1k,224,89.098,10.902,98.239,1.761,21.20,0.950,bicubic,+4.010,+0.883,-18 -hgnetv2_b5.ssld_stage1_in22k_in1k,224,89.096,10.904,98.296,1.704,39.57,0.965,bicubic,+4.640,+1.468,+52 -tf_efficientnet_b7.ra_in1k,600,89.090,10.910,98.192,1.808,66.35,0.949,bicubic,+4.160,+0.992,-1 -ecaresnet269d.ra2_in1k,352,89.088,10.912,98.243,1.757,102.09,1.000,bicubic,+4.116,+1.019,-8 -efficientvit_l2.r224_in1k,224,89.079,10.921,98.034,1.966,63.71,1.000,bicubic,+4.035,+0.936,-18 -tf_efficientnetv2_l.in1k,384,89.077,10.923,98.234,1.766,118.52,1.000,bicubic,+3.881,+0.958,-39 -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.069,10.931,98.172,1.828,60.40,0.950,bicubic,+3.644,+0.460,-61 -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,89.060,10.940,98.283,1.717,88.30,0.950,bicubic,+3.834,+0.885,-46 -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.056,10.944,98.260,1.740,38.88,0.950,bicubic,+4.112,+0.872,-12 -xcit_large_24_p16_224.fb_dist_in1k,224,89.053,10.947,98.066,1.934,189.10,1.000,bicubic,+4.117,+0.938,-11 -regnety_1280.seer_ft_in1k,384,89.049,10.951,98.151,1.849,644.81,1.000,bicubic,+4.623,+1.067,+55 -convnext_small.in12k_ft_in1k,288,89.026,10.974,98.230,1.770,50.22,1.000,bicubic,+3.702,+0.676,-59 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,89.024,10.976,98.081,1.919,32.59,0.950,bicubic,+4.356,+0.973,+16 -xcit_small_12_p8_224.fb_dist_in1k,224,89.022,10.979,98.078,1.922,26.21,1.000,bicubic,+4.772,+1.204,+77 -dm_nfnet_f1.dm_in1k,320,89.019,10.981,98.260,1.740,132.63,0.910,bicubic,+4.323,+1.080,+12 -mobilenetv4_hybrid_large.e600_r384_in1k,448,89.004,10.996,98.053,1.947,37.76,1.000,bicubic,+4.730,+1.103,+70 -efficientnetv2_rw_m.agc_in1k,416,89.000,11.000,98.213,1.787,53.24,1.000,bicubic,+4.176,+1.063,-2 -caformer_m36.sail_in1k,224,88.998,11.002,98.029,1.971,56.20,1.000,bicubic,+3.758,+0.823,-57 -resmlp_big_24_224.fb_in22k_ft_in1k,224,88.994,11.006,98.236,1.764,129.14,0.875,bicubic,+4.606,+1.128,+53 -hgnetv2_b3.ssld_stage2_ft_in1k,288,88.992,11.008,98.179,1.821,16.29,1.000,bicubic,+5.412,+1.365,+177 -convnext_large.fb_in1k,288,88.990,11.011,98.044,1.956,197.77,1.000,bicubic,+4.128,+0.834,-10 -regnetz_040_h.ra3_in1k,320,88.979,11.021,98.196,1.804,28.94,1.000,bicubic,+4.469,+1.180,+25 -edgenext_base.in21k_ft_in1k,320,88.970,11.030,98.269,1.732,18.51,1.000,bicubic,+4.894,+1.061,+88 -hgnetv2_b4.ssld_stage2_ft_in1k,288,88.964,11.036,98.309,1.691,19.80,1.000,bicubic,+5.030,+1.245,+102 -caformer_s18.sail_in22k_ft_in1k,224,88.964,11.036,98.300,1.700,26.34,1.000,bicubic,+4.878,+1.112,+86 -regnetz_d8_evos.ch_in1k,320,88.957,11.043,98.177,1.823,23.46,1.000,bicubic,+4.805,+1.157,+77 -regnetz_e8.ra3_in1k,256,88.955,11.045,98.254,1.746,57.70,0.940,bicubic,+4.537,+1.267,+41 -regnety_1280.swag_lc_in1k,224,88.949,11.051,98.234,1.766,644.81,0.965,bicubic,+2.983,+0.382,-136 -tf_efficientnet_b5.ap_in1k,456,88.949,11.051,98.185,1.815,30.39,0.934,bicubic,+4.695,+1.207,+61 -mvitv2_large.fb_in1k,224,88.940,11.060,97.961,2.039,217.99,0.900,bicubic,+3.676,+0.773,-71 -convnext_small.in12k_ft_in1k,224,88.938,11.062,98.269,1.732,50.22,0.950,bicubic,+3.774,+0.767,-61 -deit3_base_patch16_384.fb_in1k,384,88.938,11.062,98.042,1.958,86.88,1.000,bicubic,+3.852,+0.794,-47 -hiera_base_plus_224.mae_in1k_ft_in1k,224,88.934,11.066,97.914,2.086,69.90,0.900,bicubic,+3.800,+0.756,-58 -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,88.925,11.075,98.294,1.706,38.85,1.000,bicubic,+4.359,+1.116,+5 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,88.917,11.083,98.187,1.813,32.59,0.950,bicubic,+4.603,+1.087,+45 -convnext_tiny.in12k_ft_in1k,288,88.908,11.092,98.303,1.697,28.59,1.000,bicubic,+4.460,+0.975,+22 -hgnetv2_b4.ssld_stage1_in22k_in1k,288,88.904,11.096,98.281,1.719,19.80,1.000,bicubic,+5.456,+1.359,+179 -nextvit_small.bd_in1k_384,384,88.900,11.100,98.038,1.962,31.76,1.000,bicubic,+4.858,+1.048,+80 -volo_d1_224.sail_in1k,224,88.900,11.100,98.027,1.973,26.63,0.960,bicubic,+4.748,+1.253,+65 -ecaresnet269d.ra2_in1k,320,88.895,11.104,98.215,1.785,102.09,0.950,bicubic,+4.175,+1.033,-15 -tf_efficientnetv2_s.in21k_ft_in1k,384,88.893,11.107,98.269,1.732,21.46,1.000,bicubic,+4.577,+1.001,+38 -tf_efficientnetv2_m.in1k,384,88.891,11.109,98.226,1.774,54.14,1.000,bicubic,+4.333,+1.170,-1 -tf_efficientnetv2_xl.in21k_ft_in1k,384,88.885,11.115,97.978,2.022,208.12,1.000,bicubic,+3.323,+0.528,-114 -resnetrs420.tf_in1k,416,88.874,11.126,98.019,1.981,191.89,1.000,bicubic,+3.860,+0.903,-52 -vit_base_patch16_224.augreg_in21k_ft_in1k,224,88.868,11.132,98.226,1.774,86.57,0.900,bicubic,+4.336,+0.928,0 -convnextv2_base.fcmae_ft_in1k,224,88.866,11.134,98.068,1.932,88.72,0.875,bicubic,+3.978,+0.988,-38 -convnext_tiny.fb_in22k_ft_in1k_384,384,88.864,11.136,98.290,1.710,28.59,1.000,bicubic,+4.766,+1.508,+60 -convformer_b36.sail_in1k,224,88.857,11.143,97.880,2.120,99.88,1.000,bicubic,+4.027,+0.930,-34 -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,88.857,11.143,97.863,2.137,41.72,0.950,bicubic,+3.917,+0.895,-51 -regnetz_d8.ra3_in1k,320,88.849,11.151,98.187,1.813,23.37,1.000,bicubic,+4.807,+1.185,+67 -resnetrs270.tf_in1k,352,88.842,11.158,98.140,1.860,129.86,1.000,bicubic,+4.402,+1.166,+10 -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,88.834,11.166,98.343,1.657,36.47,1.000,bicubic,+4.760,+1.029,+60 -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,88.825,11.175,98.115,1.885,34.36,0.950,bicubic,+3.925,+0.861,-47 -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,88.821,11.179,98.049,1.951,194.03,0.875,bilinear,+4.657,+0.861,+46 -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,88.817,11.184,98.335,1.665,49.61,0.900,bicubic,+5.487,+1.339,+185 -hrnet_w48_ssld.paddle_in1k,224,88.817,11.184,98.119,1.881,77.47,0.950,bilinear,+5.139,+1.271,+127 -maxxvit_rmlp_small_rw_256.sw_in1k,256,88.812,11.188,98.072,1.928,66.01,0.950,bicubic,+4.172,+1.010,-26 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,88.810,11.190,97.959,2.041,37.76,1.000,bicubic,+4.446,+1.051,+18 -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,88.806,11.194,98.243,1.757,98.95,1.000,bicubic,+3.812,+0.939,-66 -xcit_tiny_24_p8_384.fb_dist_in1k,384,88.804,11.196,98.183,1.817,12.11,1.000,bicubic,+5.020,+1.467,+99 -xcit_medium_24_p16_224.fb_dist_in1k,224,88.804,11.196,98.038,1.962,84.40,1.000,bicubic,+4.516,+1.102,+24 -seresnet152d.ra2_in1k,320,88.799,11.200,98.168,1.832,66.84,1.000,bicubic,+4.445,+1.126,+15 -rexnetr_300.sw_in12k_ft_in1k,288,88.797,11.203,98.345,1.655,34.81,1.000,bicubic,+4.211,+1.067,-27 -tf_efficientnet_b7.aa_in1k,600,88.797,11.203,98.055,1.945,66.35,0.949,bicubic,+4.361,+1.135,-1 -hgnetv2_b3.ssld_stage1_in22k_in1k,288,88.793,11.207,98.202,1.798,16.29,1.000,bicubic,+5.679,+1.490,+204 -fastvit_sa36.apple_dist_in1k,256,88.784,11.216,98.072,1.928,31.53,0.900,bicubic,+4.752,+1.222,+54 -convnext_base.fb_in1k,288,88.778,11.222,97.920,2.080,88.59,1.000,bicubic,+4.312,+0.938,-14 -deit3_large_patch16_224.fb_in1k,224,88.772,11.228,97.903,2.097,304.37,0.900,bicubic,+3.994,+0.857,-48 -tf_efficientnet_b6.aa_in1k,528,88.770,11.230,98.076,1.924,43.04,0.942,bicubic,+4.652,+1.190,+35 -convformer_m36.sail_in1k,224,88.770,11.230,97.765,2.235,57.05,1.000,bicubic,+4.284,+0.899,-21 -edgenext_base.usi_in1k,320,88.761,11.239,98.147,1.853,18.51,1.000,bicubic,+4.791,+1.377,+54 -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,88.761,11.239,98.140,1.860,88.79,0.875,bilinear,+4.479,+0.966,+13 -hiera_base_224.mae_in1k_ft_in1k,224,88.757,11.243,98.002,1.998,51.52,0.900,bicubic,+4.231,+0.962,-27 -eca_nfnet_l2.ra3_in1k,320,88.752,11.248,98.168,1.832,56.72,0.900,bicubic,+4.596,+1.436,+27 -resnetrs200.tf_in1k,320,88.752,11.248,98.102,1.898,93.21,1.000,bicubic,+4.306,+1.030,-15 -convnextv2_tiny.fcmae_ft_in22k_in1k,288,88.750,11.250,98.198,1.802,28.64,1.000,bicubic,+4.328,+0.944,-10 -caformer_s36.sail_in1k,224,88.750,11.250,98.025,1.975,39.30,1.000,bicubic,+4.206,+1.015,-33 -hgnet_small.ssld_in1k,224,88.748,11.252,98.155,1.845,24.36,0.965,bicubic,+4.938,+1.287,+76 -resnetrs350.tf_in1k,384,88.746,11.254,98.034,1.966,163.96,1.000,bicubic,+4.024,+1.062,-55 -convformer_s18.sail_in22k_ft_in1k,224,88.744,11.256,98.209,1.791,26.77,1.000,bicubic,+4.982,+1.161,+85 -vit_base_patch16_224_miil.in21k_ft_in1k,224,88.744,11.256,98.027,1.973,86.54,0.875,bilinear,+4.472,+1.229,+7 -efficientvit_l1.r224_in1k,224,88.740,11.260,97.797,2.203,52.65,1.000,bicubic,+4.292,+0.941,-23 -rdnet_large.nv_in1k,224,88.737,11.262,97.965,2.035,186.27,0.900,bicubic,+3.944,+0.811,-66 -regnetz_040.ra3_in1k,320,88.725,11.275,98.087,1.913,27.12,1.000,bicubic,+4.469,+1.153,+5 -convnext_tiny.in12k_ft_in1k,224,88.712,11.288,98.198,1.802,28.59,0.950,bicubic,+4.520,+1.066,+13 -efficientnetv2_rw_m.agc_in1k,320,88.712,11.288,98.038,1.962,53.24,1.000,bicubic,+4.418,+1.162,-2 -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,88.703,11.297,98.305,1.695,236.34,1.000,bilinear,+4.223,+0.889,-36 -davit_base.msft_in1k,224,88.703,11.297,97.869,2.131,87.95,0.950,bicubic,+4.053,+0.851,-58 -regnety_160.deit_in1k,288,88.699,11.301,98.068,1.932,83.59,1.000,bicubic,+4.999,+1.478,+86 -hgnetv2_b4.ssld_stage2_ft_in1k,224,88.693,11.307,98.140,1.860,19.80,0.965,bicubic,+4.999,+1.352,+88 -mobilenetv4_conv_aa_large.e600_r384_in1k,480,88.682,11.318,98.019,1.981,32.59,1.000,bicubic,+4.850,+1.287,+56 -flexivit_base.1200ep_in1k,240,88.667,11.333,97.957,2.043,86.59,0.950,bicubic,+3.979,+0.937,-64 -regnety_640.seer_ft_in1k,384,88.659,11.341,98.166,1.834,281.38,1.000,bicubic,+4.743,+1.246,+36 -davit_small.msft_in1k,224,88.659,11.341,97.955,2.045,49.75,0.950,bicubic,+4.392,+1.025,-6 -regnetz_d32.ra3_in1k,320,88.654,11.346,98.096,1.905,27.58,0.950,bicubic,+4.626,+1.225,+26 -mvitv2_base.fb_in1k,224,88.644,11.356,97.822,2.178,51.47,0.900,bicubic,+4.206,+0.960,-34 -vit_small_patch16_384.augreg_in21k_ft_in1k,384,88.641,11.358,98.245,1.755,22.20,1.000,bicubic,+4.837,+1.137,+60 -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,88.635,11.365,98.185,1.815,38.86,0.950,bicubic,+4.185,+0.967,-41 -eca_nfnet_l1.ra2_in1k,320,88.629,11.371,98.136,1.864,41.41,1.000,bicubic,+4.579,+1.102,+17 -regnety_080.ra3_in1k,288,88.626,11.373,97.957,2.043,39.18,1.000,bicubic,+4.686,+1.077,+26 -mobilenetv4_hybrid_large.e600_r384_in1k,384,88.614,11.386,97.927,2.073,37.76,0.950,bicubic,+4.792,+1.159,+50 -swinv2_base_window16_256.ms_in1k,256,88.609,11.391,97.901,2.099,87.92,0.900,bicubic,+4.001,+0.837,-70 -rdnet_base.nv_in1k,224,88.609,11.391,97.884,2.116,87.45,0.900,bicubic,+4.241,+1.012,-27 -repvgg_d2se.rvgg_in1k,320,88.607,11.393,98.010,1.990,133.33,1.000,bilinear,+5.053,+1.346,+94 -convnext_large.fb_in1k,224,88.594,11.405,97.841,2.159,197.77,0.875,bicubic,+4.296,+0.950,-23 -maxvit_base_tf_224.in1k,224,88.590,11.410,97.848,2.152,119.47,0.950,bicubic,+3.720,+0.844,-96 -flexivit_base.600ep_in1k,240,88.573,11.427,97.916,2.084,86.59,0.950,bicubic,+4.013,+1.006,-67 -seresnextaa101d_32x8d.ah_in1k,288,88.569,11.431,97.995,2.005,93.59,1.000,bicubic,+3.993,+0.921,-70 -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,88.567,11.433,98.192,1.808,936.53,1.000,bilinear,+3.643,+0.734,-105 -regnety_320.seer_ft_in1k,384,88.562,11.438,98.104,1.896,145.05,1.000,bicubic,+5.237,+1.392,+131 -efficientvit_b3.r288_in1k,288,88.560,11.440,97.720,2.280,48.65,1.000,bicubic,+4.404,+0.702,-9 -resnetaa101d.sw_in12k_ft_in1k,288,88.554,11.446,98.076,1.924,44.57,1.000,bicubic,+4.452,+0.958,-6 -xcit_small_24_p16_224.fb_dist_in1k,224,88.539,11.461,98.002,1.998,47.67,1.000,bicubic,+4.661,+1.268,+28 -swinv2_base_window8_256.ms_in1k,256,88.537,11.463,97.897,2.103,87.92,0.900,bicubic,+4.291,+0.995,-22 -maxvit_rmlp_small_rw_224.sw_in1k,224,88.537,11.463,97.779,2.220,64.90,0.900,bicubic,+4.053,+1.005,-64 -resnest269e.in1k,416,88.530,11.470,98.021,1.979,110.93,0.928,bicubic,+3.990,+1.031,-72 -regnetz_d8.ra3_in1k,256,88.516,11.485,97.970,2.030,23.37,0.940,bicubic,+4.968,+1.224,+81 -resnet200d.ra2_in1k,320,88.516,11.485,97.965,2.035,64.69,1.000,bicubic,+4.540,+1.145,+5 -coatnet_rmlp_2_rw_224.sw_in1k,224,88.516,11.485,97.579,2.421,73.88,0.950,bicubic,+3.913,+0.833,-82 -repvit_m2_3.dist_300e_in1k,224,88.507,11.493,97.927,2.073,23.69,0.950,bicubic,+4.983,+1.395,+83 -rexnetr_300.sw_in12k_ft_in1k,224,88.505,11.495,98.076,1.924,34.81,0.950,bicubic,+4.469,+1.076,-2 -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,88.505,11.495,98.049,1.951,34.36,0.950,bicubic,+3.951,+0.943,-80 -edgenext_base.in21k_ft_in1k,256,88.503,11.497,98.014,1.986,18.51,0.950,bicubic,+5.087,+1.218,+102 -fastvit_sa24.apple_dist_in1k,256,88.503,11.497,97.942,2.058,21.55,0.900,bicubic,+5.141,+1.366,+110 -convformer_s36.sail_in1k,224,88.498,11.502,97.775,2.225,40.01,1.000,bicubic,+4.426,+1.019,-12 -seresnext101_32x8d.ah_in1k,288,88.496,11.504,97.878,2.122,93.57,1.000,bicubic,+4.302,+1.016,-28 -dm_nfnet_f2.dm_in1k,256,88.494,11.506,97.961,2.039,193.78,0.920,bicubic,+4.402,+1.055,-19 -mobilenetv4_conv_large.e600_r384_in1k,448,88.494,11.506,97.950,2.050,32.59,1.000,bicubic,+5.076,+1.338,+97 -crossvit_18_dagger_408.in1k,408,88.492,11.508,97.882,2.118,44.61,1.000,bicubic,+4.290,+1.050,-32 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,88.492,11.508,97.765,2.235,37.76,0.950,bicubic,+4.508,+1.057,-7 -efficientnetv2_rw_s.ra2_in1k,384,88.488,11.512,97.974,2.026,23.94,1.000,bicubic,+4.658,+1.262,+17 -gcvit_base.in1k,224,88.484,11.517,97.777,2.223,90.32,0.875,bicubic,+4.030,+0.927,-76 -efficientformerv2_l.snap_dist_in1k,224,88.481,11.519,97.927,2.073,26.32,0.950,bicubic,+4.841,+1.387,+56 -repvit_m2_3.dist_450e_in1k,224,88.479,11.521,98.053,1.947,23.69,0.950,bicubic,+4.737,+1.411,+34 -flexivit_base.300ep_in1k,240,88.475,11.525,97.841,2.159,86.59,0.950,bicubic,+4.073,+0.919,-65 -hgnet_tiny.ssld_in1k,288,88.473,11.527,98.113,1.887,14.74,1.000,bicubic,+5.949,+1.979,+218 -regnetv_064.ra3_in1k,288,88.473,11.527,98.072,1.928,30.58,1.000,bicubic,+4.725,+1.326,+31 -tf_efficientnet_b3.ns_jft_in1k,300,88.473,11.527,98.021,1.979,12.23,0.904,bicubic,+4.409,+1.121,-23 -maxvit_small_tf_224.in1k,224,88.466,11.534,97.878,2.122,68.93,0.950,bicubic,+4.010,+0.660,-84 -maxvit_large_tf_224.in1k,224,88.466,11.534,97.820,2.180,211.79,0.950,bicubic,+3.532,+0.840,-139 -nextvit_base.bd_in1k,224,88.462,11.538,97.916,2.084,44.82,0.950,bicubic,+4.966,+1.270,+66 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,88.447,11.553,98.061,1.939,11.07,1.000,bicubic,+5.457,+1.391,+142 -cait_s24_224.fb_dist_in1k,224,88.445,11.555,97.950,2.050,46.92,1.000,bicubic,+4.961,+1.364,+67 -regnety_320.swag_lc_in1k,224,88.443,11.557,98.108,1.892,145.05,0.965,bicubic,+3.811,+0.624,-112 -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,88.439,11.561,98.162,1.838,387.93,1.000,bilinear,+4.009,+0.782,-83 -resmlp_big_24_224.fb_distilled_in1k,224,88.439,11.561,97.933,2.067,129.14,0.875,bicubic,+4.845,+1.279,+47 -resnetrs350.tf_in1k,288,88.439,11.561,97.891,2.109,163.96,1.000,bicubic,+4.131,+0.963,-64 -inception_next_base.sail_in1k,224,88.439,11.561,97.779,2.220,86.67,0.950,bicubic,+4.341,+0.641,-38 -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,88.434,11.566,98.125,1.875,22.52,0.950,bicubic,+4.632,+1.167,+9 -seresnext101d_32x8d.ah_in1k,288,88.432,11.568,97.953,2.047,93.59,1.000,bicubic,+4.030,+1.067,-81 -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,88.428,11.572,98.076,1.924,328.99,0.900,bicubic,+3.996,+0.924,-88 -swin_base_patch4_window12_384.ms_in1k,384,88.428,11.572,97.812,2.188,87.90,1.000,bicubic,+3.952,+0.926,-99 -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,88.415,11.585,98.185,1.815,217.32,1.000,bilinear,+4.423,+1.053,-33 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,88.415,11.585,98.059,1.941,11.07,1.000,bicubic,+4.993,+1.327,+68 -resnest200e.in1k,320,88.415,11.585,98.046,1.954,70.20,0.909,bicubic,+4.543,+1.170,-11 -convnext_small.fb_in1k,288,88.413,11.587,98.010,1.990,50.22,1.000,bicubic,+4.709,+1.194,+18 -nextvit_large.bd_in1k,224,88.407,11.593,97.957,2.043,57.87,0.950,bicubic,+4.765,+1.273,+31 -tf_efficientnet_b5.aa_in1k,456,88.404,11.595,97.940,2.060,30.39,0.934,bicubic,+4.709,+1.226,+19 -tf_efficientnetv2_s.in1k,384,88.396,11.604,97.931,2.069,21.46,1.000,bicubic,+4.500,+1.233,-24 -vit_base_patch16_384.orig_in21k_ft_in1k,384,88.389,11.611,98.149,1.851,86.86,1.000,bicubic,+4.181,+0.929,-64 -tresnet_v2_l.miil_in21k_ft_in1k,224,88.387,11.613,97.908,2.092,46.17,0.875,bilinear,+4.485,+1.412,-28 -edgenext_base.usi_in1k,256,88.385,11.615,98.061,1.939,18.51,0.950,bicubic,+4.701,+1.361,+20 -regnetz_c16_evos.ch_in1k,320,88.385,11.615,98.036,1.964,13.49,0.950,bicubic,+5.741,+1.556,+169 -convnext_base.fb_in1k,224,88.377,11.623,97.777,2.223,88.59,0.875,bicubic,+4.543,+1.031,-18 -efficientnet_b4.ra2_in1k,384,88.368,11.632,97.942,2.058,19.34,1.000,bicubic,+4.894,+1.358,+46 -swinv2_small_window16_256.ms_in1k,256,88.368,11.632,97.848,2.152,49.73,0.900,bicubic,+4.152,+0.974,-70 -hgnetv2_b4.ssld_stage1_in22k_in1k,224,88.366,11.634,98.085,1.915,19.80,0.965,bicubic,+5.480,+1.799,+132 -resnet152d.ra2_in1k,320,88.360,11.640,97.946,2.054,60.21,1.000,bicubic,+4.676,+1.196,+12 -tf_efficientnet_b4.ap_in1k,380,88.360,11.640,97.906,2.095,19.34,0.922,bicubic,+5.110,+1.516,+79 -seresnet152d.ra2_in1k,256,88.358,11.643,98.061,1.939,66.84,0.950,bicubic,+4.663,+1.277,+8 -convnextv2_tiny.fcmae_ft_in22k_in1k,224,88.358,11.643,97.948,2.052,28.64,0.875,bicubic,+4.454,+0.984,-38 -deit3_small_patch16_224.fb_in22k_ft_in1k,224,88.353,11.647,98.130,1.870,22.06,1.000,bicubic,+5.271,+1.350,+102 -fastvit_ma36.apple_in1k,256,88.353,11.647,97.927,2.073,44.07,0.950,bicubic,+4.469,+1.165,-34 -maxvit_rmlp_tiny_rw_256.sw_in1k,256,88.349,11.651,97.824,2.176,29.15,0.950,bicubic,+4.115,+1.040,-80 -resnetrs420.tf_in1k,320,88.343,11.658,97.856,2.144,191.89,1.000,bicubic,+4.093,+0.990,-83 -crossvit_15_dagger_408.in1k,408,88.338,11.662,97.882,2.118,28.50,1.000,bicubic,+4.498,+1.102,-31 -efficientvit_b3.r256_in1k,256,88.336,11.664,97.564,2.436,48.65,1.000,bicubic,+4.522,+1.050,-25 -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,88.332,11.668,97.775,2.225,63.95,0.950,bicubic,+4.010,+0.963,-100 -regnety_064.ra3_in1k,288,88.328,11.672,97.856,2.144,30.58,1.000,bicubic,+4.616,+1.128,-9 -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,88.321,11.679,97.940,2.060,15.62,1.000,bicubic,+4.959,+1.200,+53 -tf_efficientnet_b5.ra_in1k,456,88.304,11.696,97.916,2.084,30.39,0.934,bicubic,+4.476,+1.302,-33 -pvt_v2_b4.in1k,224,88.304,11.696,97.818,2.182,62.56,0.900,bicubic,+4.592,+1.148,-10 -deit3_small_patch16_384.fb_in1k,384,88.300,11.700,97.891,2.109,22.21,1.000,bicubic,+4.872,+1.255,+37 -cs3se_edgenet_x.c2ns_in1k,320,88.298,11.702,97.931,2.069,50.72,1.000,bicubic,+4.754,+1.267,+18 -hgnetv2_b3.ssld_stage2_ft_in1k,224,88.296,11.704,97.925,2.075,16.29,0.965,bicubic,+5.386,+1.563,+110 -resnetrs200.tf_in1k,256,88.291,11.709,97.938,2.062,93.21,1.000,bicubic,+4.405,+1.257,-49 -mvitv2_small.fb_in1k,224,88.289,11.711,97.707,2.293,34.87,0.900,bicubic,+4.517,+1.149,-24 -xcit_small_12_p16_224.fb_dist_in1k,224,88.283,11.717,97.854,2.146,26.25,1.000,bicubic,+4.929,+1.402,+49 -regnetz_040_h.ra3_in1k,256,88.278,11.722,97.918,2.082,28.94,1.000,bicubic,+4.510,+1.226,-26 -efficientformer_l7.snap_dist_in1k,224,88.278,11.722,97.886,2.114,82.23,0.950,bicubic,+4.892,+1.348,+42 -resnetrs270.tf_in1k,256,88.274,11.726,97.852,2.148,129.86,1.000,bicubic,+4.680,+1.236,+4 -regnetz_d8_evos.ch_in1k,256,88.270,11.730,97.961,2.039,23.46,0.950,bicubic,+4.876,+1.303,+37 -rdnet_small.nv_in1k,224,88.268,11.732,97.901,2.099,50.44,0.900,bicubic,+4.600,+1.381,-9 -inception_next_small.sail_in1k,224,88.268,11.732,97.799,2.201,49.37,0.875,bicubic,+4.684,+1.201,+2 -regnetz_040.ra3_in1k,256,88.266,11.734,97.876,2.124,27.12,1.000,bicubic,+4.606,+1.192,-9 -resnetrs152.tf_in1k,320,88.261,11.739,97.733,2.267,86.62,1.000,bicubic,+4.551,+1.123,-24 -deit3_base_patch16_224.fb_in1k,224,88.255,11.745,97.809,2.191,86.59,0.900,bicubic,+4.461,+1.227,-39 -gcvit_small.in1k,224,88.255,11.745,97.807,2.193,51.09,0.875,bicubic,+4.347,+1.147,-66 -regnetz_d32.ra3_in1k,256,88.253,11.747,97.880,2.120,27.58,0.950,bicubic,+4.825,+1.204,+22 -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,88.251,11.749,97.666,2.334,60.23,0.950,bicubic,+4.341,+0.980,-70 -regnetv_040.ra3_in1k,288,88.234,11.766,97.972,2.028,20.64,1.000,bicubic,+5.034,+1.314,+50 -resnetaa101d.sw_in12k_ft_in1k,224,88.219,11.781,97.940,2.060,44.57,0.950,bicubic,+4.675,+1.112,-1 -deit_base_distilled_patch16_224.fb_in1k,224,88.214,11.786,97.916,2.084,87.34,0.900,bicubic,+4.826,+1.426,+27 -hiera_small_224.mae_in1k_ft_in1k,224,88.210,11.790,97.658,2.342,35.01,0.900,bicubic,+4.324,+0.896,-66 -xcit_tiny_24_p16_384.fb_dist_in1k,384,88.195,11.805,97.940,2.060,12.12,1.000,bicubic,+5.615,+1.940,+144 -xception65p.ra3_in1k,299,88.195,11.805,97.792,2.208,39.82,0.940,bicubic,+5.031,+1.292,+53 -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,88.189,11.811,97.874,2.127,38.74,0.950,bicubic,+4.377,+1.052,-55 -swinv2_small_window8_256.ms_in1k,256,88.189,11.811,97.777,2.223,49.73,0.900,bicubic,+4.345,+1.127,-63 -cait_xxs36_384.fb_dist_in1k,384,88.174,11.826,97.906,2.095,17.37,1.000,bicubic,+5.966,+1.755,+203 -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,88.170,11.830,97.865,2.135,88.79,0.875,bilinear,+5.450,+1.241,+110 -regnety_160.deit_in1k,224,88.165,11.835,97.818,2.182,83.59,0.950,bicubic,+5.171,+1.318,+72 -caformer_s18.sail_in1k,224,88.165,11.835,97.741,2.259,26.34,1.000,bicubic,+4.497,+1.029,-27 -tiny_vit_21m_224.in1k,224,88.163,11.837,97.841,2.159,21.20,0.950,bicubic,+4.893,+1.239,+30 -xcit_large_24_p8_224.fb_in1k,224,88.163,11.837,97.387,2.613,188.93,1.000,bicubic,+3.777,+0.721,-141 -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,88.157,11.843,97.878,2.122,38.88,0.950,bicubic,+4.689,+1.256,-1 -mobilenetv4_conv_aa_large.e600_r384_in1k,384,88.153,11.848,97.726,2.274,32.59,0.950,bicubic,+4.889,+1.336,+30 -coat_lite_medium.in1k,224,88.150,11.850,97.884,2.116,44.57,0.900,bicubic,+4.548,+1.170,-24 -tf_efficientnetv2_s.in21k_ft_in1k,300,88.146,11.854,97.925,2.075,21.46,1.000,bicubic,+4.772,+1.215,+14 -hgnetv2_b2.ssld_stage2_ft_in1k,288,88.142,11.858,97.993,2.007,11.22,1.000,bicubic,+5.782,+1.589,+164 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,88.140,11.860,98.046,1.954,236.34,1.000,bicubic,+4.258,+0.930,-80 -hgnetv2_b3.ssld_stage1_in22k_in1k,224,88.140,11.860,97.965,2.035,16.29,0.965,bicubic,+5.530,+1.603,+119 -dm_nfnet_f0.dm_in1k,256,88.125,11.875,97.903,2.097,71.49,0.900,bicubic,+4.655,+1.335,-9 -pvt_v2_b3.in1k,224,88.123,11.877,97.775,2.225,45.24,0.900,bicubic,+5.005,+1.321,+43 -pvt_v2_b5.in1k,224,88.123,11.877,97.694,2.306,81.96,0.900,bicubic,+4.355,+1.062,-59 -tiny_vit_11m_224.dist_in22k_ft_in1k,224,88.118,11.882,97.801,2.199,11.00,0.950,bicubic,+4.886,+1.173,+24 -pit_b_distilled_224.in1k,224,88.116,11.884,97.647,2.353,74.79,0.900,bicubic,+4.342,+1.179,-64 -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,88.112,11.888,97.675,2.325,60.40,0.950,bicubic,+4.404,+1.057,-54 -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,88.108,11.892,97.963,2.037,44.18,0.875,bilinear,+4.840,+1.203,+16 -xcit_tiny_12_p8_384.fb_dist_in1k,384,88.101,11.899,97.925,2.075,6.71,1.000,bicubic,+5.709,+1.711,+147 -fastvit_sa36.apple_in1k,256,88.101,11.899,97.794,2.205,31.53,0.900,bicubic,+4.597,+1.165,-24 -rexnetr_200.sw_in12k_ft_in1k,288,88.088,11.912,98.006,1.994,16.52,1.000,bicubic,+4.918,+1.356,+24 -hrnet_w18_ssld.paddle_in1k,288,88.082,11.918,97.826,2.174,21.30,1.000,bilinear,+6.034,+1.582,+200 -dm_nfnet_f1.dm_in1k,224,88.069,11.931,97.835,2.165,132.63,0.910,bicubic,+4.625,+1.201,-16 -xception65.ra3_in1k,299,88.063,11.937,97.754,2.246,39.92,0.940,bicubic,+4.879,+1.156,+18 -regnety_160.swag_lc_in1k,224,88.059,11.941,98.036,1.964,83.59,0.965,bicubic,+4.251,+1.376,-80 -seresnextaa101d_32x8d.ah_in1k,224,88.059,11.941,97.724,2.276,93.59,0.950,bicubic,+4.159,+1.076,-102 -convnextv2_tiny.fcmae_ft_in1k,288,88.056,11.944,97.863,2.137,28.64,1.000,bicubic,+4.581,+1.145,-26 -resnet152.a1h_in1k,288,88.056,11.944,97.709,2.291,60.19,1.000,bicubic,+4.562,+1.187,-30 -xcit_tiny_24_p8_224.fb_dist_in1k,224,88.054,11.946,97.850,2.150,12.11,1.000,bicubic,+5.474,+1.666,+111 -mobilenetv4_conv_large.e600_r384_in1k,384,88.054,11.946,97.705,2.295,32.59,0.950,bicubic,+5.080,+1.461,+48 -convnext_small.fb_in1k,224,88.052,11.948,97.784,2.216,50.22,0.875,bicubic,+4.908,+1.352,+20 -swin_s3_base_224.ms_in1k,224,88.052,11.948,97.649,2.351,71.13,0.900,bicubic,+4.132,+0.999,-115 -efficientvit_b3.r224_in1k,224,88.052,11.948,97.575,2.425,48.65,0.950,bicubic,+4.608,+1.237,-23 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,88.037,11.963,97.794,2.205,11.07,0.950,bicubic,+5.077,+1.320,+45 -focalnet_base_srf.ms_in1k,224,88.033,11.967,97.639,2.361,88.15,0.900,bicubic,+4.225,+0.355,-89 -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,88.031,11.969,97.617,2.383,86.43,0.950,bicubic,+4.141,+0.943,-110 -maxvit_tiny_tf_224.in1k,224,88.024,11.976,97.824,2.176,30.92,0.950,bicubic,+4.602,+1.234,-25 -regnety_080.ra3_in1k,224,88.024,11.976,97.690,2.310,39.18,0.950,bicubic,+4.862,+1.212,+12 -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,88.020,11.980,97.728,2.272,38.88,0.950,bicubic,+4.562,+1.206,-34 -convnext_tiny.fb_in22k_ft_in1k,224,88.016,11.984,97.920,2.080,28.59,0.875,bicubic,+5.128,+1.592,+46 -eca_nfnet_l1.ra2_in1k,256,88.016,11.984,97.918,2.082,41.41,0.900,bicubic,+4.752,+1.244,-5 -focalnet_base_lrf.ms_in1k,224,88.012,11.988,97.621,2.378,88.75,0.900,bicubic,+4.184,+0.855,-102 -gcvit_tiny.in1k,224,88.010,11.991,97.728,2.272,28.22,0.875,bicubic,+4.609,+1.336,-26 -mobilenetv4_conv_large.e500_r256_in1k,320,88.010,11.991,97.679,2.321,32.59,1.000,bicubic,+5.335,+1.363,+72 -cs3sedarknet_x.c2ns_in1k,288,87.986,12.014,97.792,2.208,35.40,1.000,bicubic,+5.336,+1.444,+74 -resnet152d.ra2_in1k,256,87.986,12.014,97.724,2.276,60.21,0.950,bicubic,+4.830,+1.342,+5 -xcit_small_24_p8_224.fb_in1k,224,87.984,12.016,97.570,2.430,47.63,1.000,bicubic,+4.130,+0.934,-114 -tf_efficientnet_b5.in1k,456,87.975,12.025,97.923,2.077,30.39,0.934,bicubic,+4.809,+1.393,-1 -nfnet_l0.ra2_in1k,288,87.975,12.025,97.863,2.137,35.07,1.000,bicubic,+5.219,+1.369,+56 -efficientformer_l3.snap_dist_in1k,224,87.975,12.025,97.711,2.289,31.41,0.950,bicubic,+5.411,+1.469,+95 -regnetz_c16.ra3_in1k,320,87.973,12.027,97.779,2.220,13.46,1.000,bicubic,+5.313,+1.448,+66 -eca_nfnet_l0.ra2_in1k,288,87.971,12.029,97.880,2.120,24.14,1.000,bicubic,+5.375,+1.390,+83 -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,87.971,12.029,97.803,2.197,18.45,1.000,bicubic,+4.561,+1.231,-37 -tf_efficientnet_b4.aa_in1k,380,87.971,12.029,97.735,2.265,19.34,0.922,bicubic,+4.931,+1.445,+15 -regnety_032.ra_in1k,288,87.952,12.048,97.888,2.112,19.44,1.000,bicubic,+5.228,+1.464,+52 -resnet200d.ra2_in1k,256,87.952,12.048,97.814,2.186,64.69,0.950,bicubic,+4.712,+1.268,-17 -coatnet_1_rw_224.sw_in1k,224,87.948,12.052,97.463,2.537,41.72,0.950,bicubic,+4.336,+1.081,-76 -focalnet_small_lrf.ms_in1k,224,87.943,12.057,97.698,2.302,50.34,0.900,bicubic,+4.435,+1.112,-63 -resnet101d.ra2_in1k,320,87.937,12.063,97.906,2.095,44.57,1.000,bicubic,+4.919,+1.448,+10 -swinv2_cr_small_ns_224.sw_in1k,224,87.930,12.069,97.664,2.336,49.70,0.900,bicubic,+4.441,+1.178,-61 -hgnet_tiny.ssld_in1k,224,87.928,12.072,97.865,2.135,14.74,0.965,bicubic,+5.988,+1.751,+183 -resnetv2_101.a1h_in1k,288,87.918,12.082,97.660,2.340,44.54,1.000,bicubic,+4.916,+1.216,+9 -repvit_m1_5.dist_450e_in1k,224,87.915,12.085,97.707,2.293,14.64,0.950,bicubic,+5.395,+1.597,+84 -efficientvit_b2.r288_in1k,288,87.915,12.085,97.600,2.400,24.33,1.000,bicubic,+4.831,+1.298,0 -regnetv_064.ra3_in1k,224,87.911,12.089,97.754,2.246,30.58,0.950,bicubic,+4.793,+1.192,-9 -twins_svt_large.in1k,224,87.911,12.089,97.568,2.432,99.27,0.900,bicubic,+4.221,+0.960,-95 -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,87.909,12.091,97.590,2.410,60.40,0.950,bicubic,+4.265,+1.043,-90 -sequencer2d_l.in1k,224,87.907,12.093,97.711,2.289,54.30,0.875,bicubic,+4.497,+1.207,-51 -regnety_040.ra3_in1k,288,87.903,12.097,97.886,2.114,20.65,1.000,bicubic,+4.845,+1.388,-3 -flexivit_small.1200ep_in1k,240,87.903,12.097,97.600,2.400,22.06,0.950,bicubic,+5.311,+1.450,+69 -hgnetv2_b2.ssld_stage1_in22k_in1k,288,87.901,12.099,97.891,2.109,11.22,1.000,bicubic,+6.441,+1.883,+230 -twins_pcpvt_large.in1k,224,87.898,12.101,97.863,2.137,60.99,0.900,bicubic,+4.730,+1.253,-26 -vit_base_patch32_384.augreg_in21k_ft_in1k,384,87.896,12.104,98.021,1.979,88.30,1.000,bicubic,+4.544,+1.189,-45 -tf_efficientnetv2_s.in1k,300,87.890,12.110,97.745,2.255,21.46,1.000,bicubic,+4.718,+1.409,-30 -coatnet_rmlp_1_rw_224.sw_in1k,224,87.875,12.125,97.630,2.370,41.69,0.950,bicubic,+4.521,+1.206,-49 -maxvit_tiny_rw_224.sw_in1k,224,87.871,12.129,97.649,2.351,29.06,0.950,bicubic,+4.349,+1.161,-82 -swin_base_patch4_window7_224.ms_in1k,224,87.871,12.129,97.558,2.442,87.77,0.900,bicubic,+4.261,+1.108,-95 -convnext_nano.in12k_ft_in1k,288,87.864,12.136,97.895,2.105,15.59,1.000,bicubic,+4.982,+1.333,+13 -ecaresnet101d.miil_in1k,288,87.862,12.138,97.897,2.103,44.57,0.950,bicubic,+4.864,+1.373,-7 -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,87.858,12.142,97.720,2.280,14.25,1.000,bicubic,+4.930,+1.268,+2 -deit_base_patch16_384.fb_in1k,384,87.856,12.144,97.510,2.490,86.86,1.000,bicubic,+4.740,+1.144,-23 -efficientnetv2_rw_s.ra2_in1k,288,87.854,12.146,97.743,2.257,23.94,1.000,bicubic,+4.966,+1.115,+6 -swin_s3_small_224.ms_in1k,224,87.854,12.146,97.442,2.558,49.74,0.900,bicubic,+4.076,+0.982,-132 -vit_little_patch16_reg4_gap_256.sbb_in1k,256,87.847,12.153,97.703,2.297,22.52,0.950,bicubic,+5.333,+1.443,+66 -convformer_s18.sail_in1k,224,87.839,12.161,97.545,2.455,26.77,1.000,bicubic,+4.871,+1.301,-7 -focalnet_small_srf.ms_in1k,224,87.832,12.168,97.551,2.449,49.89,0.900,bicubic,+4.402,+1.117,-77 -xcit_small_12_p8_224.fb_in1k,224,87.828,12.172,97.564,2.436,26.21,1.000,bicubic,+4.472,+1.090,-62 -seresnext101_32x8d.ah_in1k,224,87.822,12.178,97.545,2.455,93.57,0.950,bicubic,+4.204,+1.133,-108 -maxxvit_rmlp_nano_rw_256.sw_in1k,256,87.815,12.185,97.752,2.248,16.78,0.950,bicubic,+4.789,+1.408,-21 -deit3_medium_patch16_224.fb_in1k,224,87.811,12.189,97.649,2.351,38.85,0.900,bicubic,+4.725,+1.363,-28 -flexivit_small.600ep_in1k,240,87.809,12.191,97.568,2.432,22.06,0.950,bicubic,+5.417,+1.528,+76 -tresnet_xl.miil_in1k_448,448,87.807,12.193,97.466,2.534,78.44,0.875,bilinear,+4.741,+1.286,-27 -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,87.805,12.195,97.760,2.240,88.22,0.900,bicubic,+4.499,+1.230,-61 -resnetv2_50x1_bit.goog_distilled_in1k,224,87.796,12.204,97.903,2.097,25.55,0.875,bicubic,+4.976,+1.377,+3 -nextvit_small.bd_in1k,224,87.796,12.204,97.677,2.323,31.76,0.950,bicubic,+5.176,+1.455,+33 -regnetz_c16_evos.ch_in1k,256,87.794,12.206,97.824,2.176,13.49,0.950,bicubic,+5.852,+1.854,+146 -tf_efficientnetv2_b3.in21k_ft_in1k,300,87.787,12.213,97.888,2.112,14.36,0.900,bicubic,+5.153,+1.258,+27 -repvit_m1_5.dist_300e_in1k,224,87.785,12.215,97.645,2.355,14.64,0.950,bicubic,+5.403,+1.619,+71 -convnext_tiny.fb_in1k,288,87.762,12.238,97.587,2.413,28.59,1.000,bicubic,+5.068,+1.443,+15 -efficientnet_b4.ra2_in1k,320,87.757,12.242,97.630,2.370,19.34,0.875,bicubic,+5.103,+1.494,+18 -regnety_064.ra3_in1k,224,87.751,12.249,97.609,2.391,30.58,0.950,bicubic,+4.745,+1.313,-31 -regnety_320.tv2_in1k,224,87.745,12.255,97.673,2.327,145.05,0.965,bicubic,+4.571,+1.257,-59 -rdnet_tiny.nv_in1k,224,87.743,12.257,97.703,2.297,23.86,0.900,bicubic,+4.923,+1.425,-4 -convnextv2_nano.fcmae_ft_in22k_in1k,288,87.738,12.262,97.891,2.109,15.62,1.000,bicubic,+5.072,+1.345,+12 -tresnet_m.miil_in21k_ft_in1k,224,87.736,12.264,97.525,2.474,31.39,0.875,bilinear,+4.646,+1.413,-44 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,87.728,12.272,97.686,2.314,11.07,1.000,bicubic,+5.232,+1.406,+47 -twins_pcpvt_base.in1k,224,87.725,12.274,97.722,2.278,43.83,0.900,bicubic,+5.004,+1.374,+2 -hgnet_small.paddle_in1k,288,87.725,12.274,97.664,2.336,24.36,1.000,bicubic,+5.511,+1.440,+91 -mvitv2_tiny.fb_in1k,224,87.723,12.277,97.562,2.438,24.17,0.900,bicubic,+5.315,+1.412,+54 -gc_efficientnetv2_rw_t.agc_in1k,288,87.719,12.281,97.814,2.186,13.68,1.000,bicubic,+5.239,+1.514,+45 -seresnext101d_32x8d.ah_in1k,224,87.717,12.283,97.709,2.291,93.59,0.950,bicubic,+4.017,+0.923,-145 -resnext101_64x4d.tv_in1k,224,87.717,12.283,97.585,2.415,83.46,0.875,bilinear,+4.739,+1.333,-36 -maxvit_rmlp_nano_rw_256.sw_in1k,256,87.708,12.292,97.572,2.428,15.50,0.950,bicubic,+4.728,+1.300,-38 -resnetrs152.tf_in1k,256,87.689,12.311,97.525,2.474,86.62,1.000,bicubic,+4.803,+0.893,-24 -swin_small_patch4_window7_224.ms_in1k,224,87.685,12.315,97.568,2.432,49.61,0.900,bicubic,+4.457,+1.242,-75 -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,87.681,12.319,97.946,2.054,44.54,1.000,bilinear,+5.349,+1.420,+61 -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,87.676,12.324,97.673,2.327,10.59,1.000,bicubic,+5.070,+1.363,+17 -rexnet_300.nav_in1k,224,87.674,12.326,97.611,2.389,34.71,0.875,bicubic,+4.894,+1.377,-16 -cs3edgenet_x.c2_in1k,288,87.672,12.328,97.662,2.338,47.82,1.000,bicubic,+4.926,+1.272,-13 -coat_small.in1k,224,87.664,12.336,97.538,2.462,21.69,0.900,bicubic,+5.288,+1.324,+50 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,87.662,12.338,97.788,2.212,11.07,0.950,bicubic,+5.300,+1.532,+51 -efficientnetv2_rw_t.ra2_in1k,288,87.655,12.345,97.679,2.321,13.65,1.000,bicubic,+5.301,+1.501,+53 -resnetaa50d.sw_in12k_ft_in1k,288,87.653,12.347,97.805,2.195,25.58,1.000,bicubic,+5.009,+1.315,-2 -pnasnet5large.tf_in1k,331,87.653,12.347,97.487,2.513,86.06,0.911,bicubic,+4.825,+1.449,-29 -fastvit_sa24.apple_in1k,256,87.644,12.356,97.703,2.297,21.55,0.900,bicubic,+4.938,+1.425,-14 -efficientvit_b2.r256_in1k,256,87.644,12.356,97.459,2.541,24.33,1.000,bicubic,+4.932,+1.367,-14 -maxxvitv2_nano_rw_256.sw_in1k,256,87.642,12.358,97.534,2.466,23.70,0.950,bicubic,+4.538,+1.200,-67 -twins_svt_base.in1k,224,87.642,12.358,97.523,2.477,56.07,0.900,bicubic,+4.518,+1.095,-74 -resnet101.a1h_in1k,288,87.636,12.364,97.577,2.423,44.55,1.000,bicubic,+4.834,+1.257,-28 -maxvit_nano_rw_256.sw_in1k,256,87.634,12.366,97.521,2.479,15.45,0.950,bicubic,+4.692,+1.297,-49 -swinv2_tiny_window16_256.ms_in1k,256,87.625,12.375,97.549,2.451,28.35,0.900,bicubic,+4.797,+1.327,-37 -xcit_medium_24_p8_224.fb_in1k,224,87.625,12.375,97.203,2.797,84.32,1.000,bicubic,+3.883,+0.811,-173 -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,87.615,12.386,97.824,2.176,194.03,0.875,bilinear,+4.269,+0.980,-105 -flexivit_small.300ep_in1k,240,87.615,12.386,97.607,2.393,22.06,0.950,bicubic,+5.445,+1.581,+74 -convnext_nano.in12k_ft_in1k,224,87.604,12.396,97.797,2.203,15.59,0.950,bicubic,+5.298,+1.459,+48 -regnetv_040.ra3_in1k,224,87.600,12.400,97.688,2.312,20.64,0.950,bicubic,+5.152,+1.484,+22 -convnextv2_tiny.fcmae_ft_in1k,224,87.600,12.400,97.600,2.400,28.64,0.875,bicubic,+4.652,+1.314,-56 -tf_efficientnet_b4.in1k,380,87.600,12.400,97.592,2.408,19.34,0.922,bicubic,+4.992,+1.568,-5 -nest_base_jx.goog_in1k,224,87.600,12.400,97.517,2.483,67.72,0.875,bicubic,+4.053,+1.151,-149 -cs3se_edgenet_x.c2ns_in1k,256,87.597,12.403,97.649,2.351,50.72,0.950,bicubic,+4.837,+1.343,-36 -convnextv2_nano.fcmae_ft_in1k,288,87.591,12.409,97.694,2.306,15.62,1.000,bicubic,+5.095,+1.466,+13 -regnetz_c16.ra3_in1k,256,87.578,12.422,97.617,2.383,13.46,0.940,bicubic,+5.418,+1.563,+68 -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,87.574,12.426,97.643,2.357,25.03,0.875,bilinear,+5.412,+1.419,+65 -davit_tiny.msft_in1k,224,87.574,12.426,97.585,2.415,28.36,0.950,bicubic,+4.876,+1.301,-31 -sequencer2d_m.in1k,224,87.574,12.426,97.583,2.417,38.31,0.875,bicubic,+4.736,+1.307,-53 -tf_efficientnet_b2.ns_jft_in1k,260,87.572,12.428,97.651,2.349,9.11,0.890,bicubic,+5.160,+1.417,+16 -levit_conv_384.fb_dist_in1k,224,87.565,12.435,97.549,2.451,39.13,0.900,bicubic,+4.965,+1.529,-13 -levit_384.fb_dist_in1k,224,87.565,12.435,97.545,2.455,39.13,0.900,bicubic,+4.967,+1.529,-11 -vit_base_patch32_clip_224.laion2b_ft_in1k,224,87.563,12.437,97.553,2.447,88.22,0.900,bicubic,+4.933,+1.349,-23 -ecaresnet50t.ra2_in1k,320,87.550,12.450,97.666,2.334,25.57,0.950,bicubic,+5.180,+1.546,+21 -regnetx_320.tv2_in1k,224,87.544,12.456,97.564,2.436,107.81,0.965,bicubic,+4.720,+1.372,-55 -inception_next_tiny.sail_in1k,224,87.527,12.473,97.528,2.472,28.06,0.875,bicubic,+5.019,+1.528,-1 -vit_base_patch16_rpn_224.sw_in1k,224,87.510,12.490,97.496,2.504,86.54,0.900,bicubic,+5.294,+1.498,+45 -pvt_v2_b2_li.in1k,224,87.510,12.490,97.476,2.524,22.55,0.900,bicubic,+5.308,+1.366,+49 -efficientformerv2_s2.snap_dist_in1k,224,87.506,12.494,97.617,2.383,12.71,0.950,bicubic,+5.356,+1.705,+56 -edgenext_small.usi_in1k,320,87.501,12.499,97.590,2.410,5.59,1.000,bicubic,+5.929,+1.877,+124 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,87.489,12.511,97.816,2.184,236.34,0.875,bicubic,+4.573,+1.240,-74 -nest_small_jx.goog_in1k,224,87.486,12.514,97.508,2.492,38.35,0.875,bicubic,+4.364,+1.174,-103 -coatnet_bn_0_rw_224.sw_in1k,224,87.484,12.516,97.553,2.447,27.44,0.950,bicubic,+5.090,+1.359,+5 -rexnetr_200.sw_in12k_ft_in1k,224,87.480,12.520,97.782,2.218,16.52,0.950,bicubic,+4.872,+1.656,-29 -efficientnet_b3.ra2_in1k,320,87.478,12.522,97.703,2.297,12.23,1.000,bicubic,+5.180,+1.575,+25 -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,87.476,12.524,97.528,2.472,86.43,0.900,bicubic,+4.714,+1.350,-59 -vit_relpos_base_patch16_224.sw_in1k,224,87.471,12.529,97.558,2.442,86.43,0.900,bicubic,+4.995,+1.413,-7 -regnety_080_tv.tv2_in1k,224,87.463,12.537,97.634,2.366,39.38,0.965,bicubic,+4.871,+1.390,-26 -resnet152.a1h_in1k,224,87.459,12.541,97.400,2.600,60.19,0.950,bicubic,+4.641,+1.276,-65 -wide_resnet50_2.racm_in1k,288,87.454,12.546,97.562,2.438,68.88,0.950,bicubic,+5.188,+1.500,+25 -regnetx_160.tv2_in1k,224,87.454,12.546,97.427,2.573,54.28,0.965,bicubic,+4.878,+1.371,-24 -fbnetv3_g.ra2_in1k,288,87.444,12.556,97.547,2.453,16.62,0.950,bilinear,+5.404,+1.483,+56 -resnext101_64x4d.c1_in1k,288,87.437,12.563,97.438,2.562,83.46,1.000,bicubic,+4.279,+1.068,-119 -resnet61q.ra2_in1k,288,87.435,12.565,97.607,2.393,36.85,1.000,bicubic,+4.911,+1.093,-23 -convnextv2_nano.fcmae_ft_in22k_in1k,224,87.424,12.575,97.598,2.402,15.62,0.875,bicubic,+5.386,+1.424,+54 -poolformerv2_m48.sail_in1k,224,87.424,12.575,97.406,2.594,73.35,1.000,bicubic,+4.812,+1.338,-43 -hgnetv2_b2.ssld_stage2_ft_in1k,224,87.416,12.584,97.647,2.353,11.22,0.965,bicubic,+5.850,+1.749,+108 -cait_xxs24_384.fb_dist_in1k,384,87.412,12.588,97.619,2.381,12.03,1.000,bicubic,+6.450,+1.977,+195 -cs3sedarknet_l.c2ns_in1k,288,87.412,12.588,97.568,2.432,21.91,0.950,bicubic,+5.646,+1.602,+90 -tresnet_l.miil_in1k_448,448,87.403,12.597,97.487,2.513,55.99,0.875,bilinear,+5.125,+1.499,+14 -cs3darknet_x.c2ns_in1k,288,87.395,12.605,97.607,2.393,35.05,1.000,bicubic,+5.159,+1.375,+17 -resnet51q.ra2_in1k,288,87.388,12.612,97.581,2.419,35.70,1.000,bilinear,+5.032,+1.403,-4 -pvt_v2_b2.in1k,224,87.384,12.616,97.530,2.470,25.36,0.900,bicubic,+5.290,+1.574,+38 -xcit_tiny_24_p8_224.fb_in1k,224,87.382,12.618,97.636,2.364,12.11,1.000,bicubic,+5.492,+1.656,+67 -sequencer2d_s.in1k,224,87.371,12.629,97.393,2.607,27.65,0.875,bicubic,+5.035,+1.361,-5 -swinv2_cr_small_224.sw_in1k,224,87.369,12.631,97.338,2.662,49.70,0.900,bicubic,+4.243,+1.228,-129 -resnetv2_50d_gn.ah_in1k,288,87.365,12.635,97.523,2.477,25.57,1.000,bicubic,+5.403,+1.587,+54 -nfnet_l0.ra2_in1k,224,87.363,12.637,97.515,2.485,35.07,0.900,bicubic,+5.495,+1.479,+63 -vit_relpos_medium_patch16_cls_224.sw_in1k,224,87.363,12.637,97.455,2.545,38.76,0.900,bicubic,+4.791,+1.379,-40 -nasnetalarge.tf_in1k,331,87.363,12.637,97.429,2.571,88.75,0.911,bicubic,+4.727,+1.369,-62 -seresnext50_32x4d.racm_in1k,288,87.358,12.642,97.609,2.391,27.56,0.950,bicubic,+5.172,+1.461,+17 -coat_lite_small.in1k,224,87.358,12.642,97.370,2.630,19.84,0.900,bicubic,+5.056,+1.536,-3 -fastvit_sa12.apple_dist_in1k,256,87.356,12.644,97.491,2.509,11.58,0.900,bicubic,+5.514,+1.767,+67 -resnet101d.ra2_in1k,256,87.350,12.650,97.624,2.376,44.57,0.950,bicubic,+5.098,+1.556,+2 -crossvit_18_dagger_240.in1k,240,87.341,12.659,97.451,2.549,44.27,0.875,bicubic,+4.837,+1.383,-39 -hiera_tiny_224.mae_in1k_ft_in1k,224,87.337,12.663,97.385,2.615,27.91,0.900,bicubic,+4.513,+1.183,-95 -wide_resnet101_2.tv2_in1k,224,87.331,12.669,97.406,2.594,126.89,0.965,bilinear,+4.814,+1.394,-44 -regnety_040.ra3_in1k,224,87.328,12.672,97.607,2.393,20.65,0.950,bicubic,+5.012,+1.531,-15 -crossvit_18_240.in1k,240,87.328,12.672,97.478,2.522,43.27,0.875,bicubic,+4.942,+1.412,-26 -repvit_m3.dist_in1k,224,87.324,12.676,97.474,2.526,10.68,0.950,bicubic,+5.830,+1.912,+96 -resnext101_32x8d.tv2_in1k,224,87.318,12.682,97.562,2.438,88.79,0.965,bilinear,+4.486,+1.330,-104 -hrnet_w18_ssld.paddle_in1k,224,87.316,12.684,97.472,2.528,21.30,0.950,bilinear,+6.184,+1.838,+153 -convnext_tiny.fb_in1k,224,87.309,12.691,97.444,2.556,28.59,0.875,bicubic,+5.243,+1.590,+20 -focalnet_tiny_srf.ms_in1k,224,87.303,12.697,97.412,2.588,28.43,0.900,bicubic,+5.159,+1.442,+12 -resnetv2_101.a1h_in1k,224,87.301,12.699,97.329,2.671,44.54,0.950,bicubic,+5.259,+1.463,+22 -resnest101e.in1k,256,87.299,12.701,97.558,2.442,48.28,0.875,bilinear,+4.383,+1.248,-118 -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,87.296,12.704,97.801,2.199,28.29,0.900,bicubic,+6.330,+1.781,+166 -ecaresnet101d.miil_in1k,224,87.296,12.704,97.560,2.440,44.57,0.875,bicubic,+5.110,+1.498,+1 -ecaresnet50d.miil_in1k,288,87.294,12.706,97.658,2.342,25.58,0.950,bicubic,+5.654,+1.772,+68 -gcvit_xtiny.in1k,224,87.292,12.708,97.478,2.522,19.98,0.875,bicubic,+5.324,+1.513,+29 -cs3sedarknet_x.c2ns_in1k,256,87.290,12.710,97.532,2.468,35.40,0.887,bicubic,+5.364,+1.510,+38 -tiny_vit_11m_224.in1k,224,87.286,12.714,97.500,2.500,11.00,0.950,bicubic,+5.748,+1.630,+77 -eca_nfnet_l0.ra2_in1k,224,87.281,12.719,97.551,2.449,24.14,0.900,bicubic,+5.517,+2.281,+56 -coatnet_rmlp_nano_rw_224.sw_in1k,224,87.277,12.723,97.442,2.558,15.15,0.900,bicubic,+5.215,+1.572,+11 -coatnext_nano_rw_224.sw_in1k,224,87.273,12.727,97.521,2.479,14.70,0.900,bicubic,+5.275,+2.227,+18 -mobilenetv4_conv_medium.e500_r256_in1k,320,87.264,12.736,97.536,2.464,9.72,1.000,bicubic,+6.384,+1.774,+172 -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,87.256,12.744,97.451,2.549,38.73,0.900,bicubic,+4.948,+1.469,-31 -ecaresnet101d_pruned.miil_in1k,288,87.254,12.746,97.718,2.282,24.88,0.950,bicubic,+5.248,+1.554,+13 -regnety_032.ra_in1k,224,87.251,12.748,97.551,2.449,19.44,0.950,bicubic,+5.309,+1.401,+28 -regnety_160.tv2_in1k,224,87.243,12.757,97.472,2.528,83.59,0.965,bicubic,+4.597,+1.242,-96 -tresnet_xl.miil_in1k,224,87.234,12.765,97.395,2.605,78.44,0.875,bilinear,+5.171,+1.465,+3 -poolformer_m48.sail_in1k,224,87.232,12.768,97.308,2.692,73.47,0.950,bicubic,+4.770,+1.340,-60 -resnetrs101.tf_in1k,288,87.230,12.770,97.455,2.545,63.62,0.940,bicubic,+4.936,+1.517,-31 -xcit_tiny_12_p8_224.fb_dist_in1k,224,87.222,12.778,97.438,2.562,6.71,1.000,bicubic,+6.010,+1.822,+119 -mixer_b16_224.miil_in21k_ft_in1k,224,87.215,12.785,97.419,2.581,59.88,0.875,bilinear,+4.905,+1.705,-40 -xcit_tiny_12_p16_384.fb_dist_in1k,384,87.207,12.793,97.470,2.530,6.72,1.000,bicubic,+6.255,+2.038,+150 -tf_efficientnet_b3.ap_in1k,300,87.207,12.793,97.389,2.611,12.23,0.904,bicubic,+5.353,+1.781,+31 -convit_base.fb_in1k,224,87.205,12.795,97.293,2.707,86.54,0.875,bicubic,+4.911,+1.293,-35 -resnetv2_50d_evos.ah_in1k,288,87.202,12.798,97.421,2.579,25.59,1.000,bicubic,+5.202,+1.523,+3 -resnet152.tv2_in1k,224,87.194,12.806,97.410,2.590,60.19,0.965,bilinear,+4.900,+1.410,-39 -vit_base_patch32_clip_224.openai_ft_in1k,224,87.185,12.815,97.461,2.539,88.22,0.900,bicubic,+5.239,+1.487,+13 -cs3edgenet_x.c2_in1k,256,87.177,12.823,97.519,2.481,47.82,0.887,bicubic,+4.963,+1.623,-28 -visformer_small.in1k,224,87.175,12.825,97.325,2.675,40.22,0.900,bicubic,+5.079,+1.449,-13 -focalnet_tiny_lrf.ms_in1k,224,87.172,12.828,97.374,2.626,28.65,0.900,bicubic,+4.998,+1.426,-24 -vit_srelpos_medium_patch16_224.sw_in1k,224,87.172,12.828,97.305,2.695,38.74,0.900,bicubic,+4.922,+1.377,-38 -convnext_tiny_hnf.a2h_in1k,288,87.162,12.838,97.282,2.718,28.59,1.000,bicubic,+4.554,+0.890,-99 -crossvit_15_dagger_240.in1k,240,87.156,12.845,97.440,2.560,28.21,0.875,bicubic,+4.850,+1.472,-49 -mobilenetv4_conv_large.e500_r256_in1k,256,87.153,12.847,97.301,2.699,32.59,0.950,bicubic,+5.289,+1.605,+16 -coatnet_0_rw_224.sw_in1k,224,87.153,12.847,97.214,2.786,27.44,0.950,bicubic,+4.759,+1.370,-70 -swin_s3_tiny_224.ms_in1k,224,87.149,12.851,97.308,2.692,28.33,0.900,bicubic,+5.021,+1.350,-23 -xcit_small_24_p16_224.fb_in1k,224,87.147,12.853,97.256,2.744,47.67,1.000,bicubic,+4.567,+1.002,-95 -vit_relpos_medium_patch16_224.sw_in1k,224,87.138,12.862,97.504,2.496,38.75,0.900,bicubic,+4.672,+1.420,-81 -resnetaa50d.sw_in12k_ft_in1k,224,87.130,12.870,97.594,2.406,25.58,0.950,bicubic,+5.348,+1.558,+23 -cs3darknet_x.c2ns_in1k,256,87.119,12.881,97.455,2.545,35.05,0.950,bicubic,+5.263,+1.715,+11 -repvit_m1_1.dist_450e_in1k,224,87.109,12.892,97.412,2.588,8.80,0.950,bicubic,+5.806,+1.840,+84 -efficientvit_b2.r224_in1k,224,87.106,12.894,97.184,2.816,24.33,0.950,bicubic,+4.944,+1.474,-33 -swinv2_tiny_window8_256.ms_in1k,256,87.100,12.900,97.517,2.483,28.35,0.900,bicubic,+5.276,+1.529,+15 -resnet101.a1h_in1k,224,87.083,12.917,97.263,2.737,44.55,0.950,bicubic,+5.133,+1.503,-5 -pit_s_distilled_224.in1k,224,87.081,12.919,97.372,2.628,24.04,0.900,bicubic,+5.239,+1.672,+10 -xception41p.ra3_in1k,299,87.074,12.926,97.212,2.788,26.91,0.940,bicubic,+5.094,+1.470,-13 -ecaresnet50t.a1_in1k,288,87.072,12.928,97.120,2.880,25.57,1.000,bicubic,+4.960,+1.466,-33 -hgnetv2_b2.ssld_stage1_in22k_in1k,224,87.066,12.934,97.523,2.477,11.22,0.965,bicubic,+6.320,+2.025,+156 -resnet101.a1_in1k,288,87.066,12.934,96.932,3.068,44.55,1.000,bicubic,+4.744,+1.304,-70 -resnext50_32x4d.a1h_in1k,288,87.057,12.943,97.331,2.669,25.03,1.000,bicubic,+5.045,+1.399,-24 -mobilevitv2_200.cvnets_in22k_ft_in1k,256,87.053,12.947,97.442,2.558,18.45,0.888,bicubic,+4.731,+1.502,-73 -regnetz_b16.ra3_in1k,288,87.049,12.951,97.410,2.590,9.72,1.000,bicubic,+6.311,+1.880,+153 -poolformerv2_m36.sail_in1k,224,87.044,12.956,97.265,2.735,56.08,1.000,bicubic,+4.830,+1.327,-52 -convit_small.fb_in1k,224,87.038,12.962,97.338,2.662,27.78,0.875,bicubic,+5.624,+1.602,+58 -gcresnet50t.ra2_in1k,288,87.036,12.964,97.395,2.605,25.90,1.000,bicubic,+5.578,+1.673,+46 -swinv2_cr_tiny_ns_224.sw_in1k,224,87.036,12.964,97.286,2.714,28.33,0.900,bicubic,+5.240,+1.462,+5 -crossvit_15_240.in1k,240,87.032,12.968,97.425,2.575,27.53,0.875,bicubic,+5.514,+1.729,+30 -nest_tiny_jx.goog_in1k,224,87.023,12.977,97.397,2.603,17.06,0.875,bicubic,+5.595,+1.771,+49 -tf_efficientnetv2_b3.in1k,300,87.023,12.977,97.297,2.703,14.36,0.904,bicubic,+5.063,+1.523,-20 -resnet152.a2_in1k,288,87.017,12.983,96.913,3.087,60.19,1.000,bicubic,+4.397,+1.169,-132 -coatnet_nano_rw_224.sw_in1k,224,87.006,12.994,97.261,2.739,15.14,0.900,bicubic,+5.302,+1.611,+7 -resnet50d.ra4_e3600_r224_in1k,288,87.000,13.000,97.425,2.575,25.58,1.000,bicubic,+5.170,+1.505,-7 -resnet61q.ra2_in1k,256,87.000,13.000,97.404,2.596,36.85,0.900,bicubic,+5.034,+1.552,-29 -efficientnet_b1.ra4_e3600_r240_in1k,288,87.000,13.000,97.320,2.679,7.79,1.000,bicubic,+5.566,+1.624,+44 -deit3_small_patch16_224.fb_in1k,224,87.000,13.000,97.150,2.850,22.06,0.900,bicubic,+5.626,+1.598,+54 -xcit_small_12_p16_224.fb_in1k,224,86.995,13.005,97.252,2.748,26.25,1.000,bicubic,+5.013,+1.438,-34 -mobilevitv2_175.cvnets_in22k_ft_in1k,256,86.991,13.009,97.355,2.645,14.25,0.888,bicubic,+5.047,+1.561,-26 -deit_small_distilled_patch16_224.fb_in1k,224,86.985,13.015,97.314,2.686,22.44,0.900,bicubic,+5.769,+1.934,+70 -resmlp_36_224.fb_distilled_in1k,224,86.980,13.020,97.271,2.729,44.69,0.875,bicubic,+5.830,+1.763,+76 -hgnet_small.paddle_in1k,224,86.976,13.024,97.412,2.588,24.36,0.965,bicubic,+5.550,+1.566,+39 -regnety_032.tv2_in1k,224,86.974,13.026,97.410,2.590,19.44,0.965,bicubic,+5.176,+1.564,-12 -poolformer_m36.sail_in1k,224,86.965,13.035,97.139,2.861,56.17,0.950,bicubic,+4.861,+1.441,-57 -xcit_large_24_p16_224.fb_in1k,224,86.961,13.039,96.921,3.079,189.10,1.000,bicubic,+4.071,+1.039,-187 -mobilenetv4_hybrid_medium.e500_r224_in1k,256,86.959,13.041,97.468,2.532,11.07,1.000,bicubic,+5.675,+1.728,+53 -resnet101.a2_in1k,288,86.946,13.054,96.987,3.013,44.55,1.000,bicubic,+4.722,+1.249,-78 -edgenext_small.usi_in1k,256,86.944,13.056,97.282,2.718,5.59,0.950,bicubic,+5.880,+1.952,+84 -xcit_medium_24_p16_224.fb_in1k,224,86.942,13.058,97.094,2.906,84.40,1.000,bicubic,+4.310,+1.114,-152 -resnet51q.ra2_in1k,256,86.940,13.060,97.466,2.534,35.70,0.875,bilinear,+5.162,+1.516,-15 -resnet101.tv2_in1k,224,86.927,13.073,97.252,2.748,44.55,0.965,bilinear,+5.021,+1.484,-33 -poolformerv2_s36.sail_in1k,224,86.925,13.075,97.359,2.641,30.79,1.000,bicubic,+5.349,+1.679,-1 -cs3sedarknet_l.c2ns_in1k,256,86.921,13.079,97.417,2.583,21.91,0.887,bicubic,+5.701,+1.611,+56 -resnetv2_50.a1h_in1k,288,86.918,13.082,97.338,2.662,25.55,1.000,bicubic,+5.510,+1.626,+31 -tnt_s_patch16_224,224,86.914,13.086,97.361,2.639,23.76,0.900,bicubic,+5.386,+1.627,+3 -convnext_tiny_hnf.a2h_in1k,224,86.908,13.092,97.271,2.729,28.59,0.950,bicubic,+4.678,+1.411,-89 -convmixer_1536_20.in1k,224,86.906,13.094,97.353,2.647,51.63,0.960,bicubic,+5.536,+1.723,+34 -vit_relpos_small_patch16_224.sw_in1k,224,86.903,13.097,97.489,2.511,21.98,0.900,bicubic,+5.427,+1.665,+10 -convnextv2_nano.fcmae_ft_in1k,224,86.891,13.109,97.267,2.733,15.62,0.875,bicubic,+5.035,+1.311,-35 -resnet152.a1_in1k,288,86.886,13.114,96.802,3.198,60.19,1.000,bicubic,+4.142,+1.082,-181 -rexnet_200.nav_in1k,224,86.863,13.137,97.278,2.722,16.37,0.875,bicubic,+5.223,+1.610,-15 -ecaresnetlight.miil_in1k,288,86.861,13.139,97.489,2.511,30.16,0.950,bicubic,+5.445,+1.695,+20 -vit_small_patch16_224.augreg_in21k_ft_in1k,224,86.859,13.141,97.596,2.404,22.05,0.900,bicubic,+5.445,+1.446,+19 -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,86.859,13.141,97.536,2.464,36.43,0.900,bicubic,+5.015,+1.512,-37 -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,86.852,13.148,97.519,2.481,194.03,0.875,bilinear,+4.972,+1.419,-45 -tf_efficientnet_b3.aa_in1k,300,86.848,13.152,97.297,2.703,12.23,0.904,bicubic,+5.200,+1.573,-22 -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,86.835,13.165,97.276,2.724,5.76,1.000,bicubic,+6.163,+1.750,+123 -deit_base_patch16_224.fb_in1k,224,86.827,13.173,97.062,2.938,86.57,0.900,bicubic,+4.847,+1.274,-62 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,86.825,13.175,97.329,2.671,11.07,0.950,bicubic,+5.350,+1.637,+1 -efficientnet_b3.ra2_in1k,288,86.818,13.182,97.346,2.654,12.23,0.875,bicubic,+5.344,+1.676,-1 -tresnet_m.miil_in1k_448,448,86.818,13.182,97.203,2.797,31.39,0.875,bilinear,+5.108,+1.641,-32 -coat_mini.in1k,224,86.816,13.184,97.154,2.846,10.34,0.900,bicubic,+5.512,+1.766,+24 -repvit_m1_1.dist_300e_in1k,224,86.807,13.193,97.314,2.686,8.80,0.950,bicubic,+5.981,+2.140,+92 -resnet50.fb_swsl_ig1b_ft_in1k,224,86.805,13.195,97.496,2.504,25.56,0.875,bilinear,+5.659,+1.930,+45 -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,86.801,13.199,97.474,2.526,88.79,0.875,bilinear,+5.181,+1.438,-28 -tf_efficientnet_lite4.in1k,380,86.801,13.199,97.254,2.746,13.01,0.920,bilinear,+5.255,+1.588,-20 -resnetaa50.a1h_in1k,288,86.799,13.201,97.359,2.641,25.56,1.000,bicubic,+5.195,+1.551,-28 -resnext101_64x4d.c1_in1k,224,86.784,13.216,97.152,2.848,83.46,0.950,bicubic,+4.338,+1.232,-145 -cs3darknet_l.c2ns_in1k,288,86.780,13.220,97.472,2.528,21.16,0.950,bicubic,+5.892,+1.810,+72 -ese_vovnet39b.ra_in1k,288,86.780,13.220,97.374,2.626,24.57,0.950,bicubic,+6.402,+1.676,+153 -cs3darknet_focus_l.c2ns_in1k,288,86.778,13.223,97.385,2.615,21.15,0.950,bicubic,+5.868,+1.707,+69 -gc_efficientnetv2_rw_t.agc_in1k,224,86.775,13.225,97.271,2.729,13.68,1.000,bicubic,+5.507,+1.645,+21 -regnetx_080.tv2_in1k,224,86.775,13.225,97.182,2.818,39.57,0.965,bicubic,+5.215,+1.640,-29 -tresnet_l.miil_in1k,224,86.773,13.227,97.273,2.727,55.99,0.875,bilinear,+5.275,+1.621,-21 -seresnet50.ra2_in1k,288,86.771,13.229,97.359,2.641,28.09,0.950,bicubic,+5.489,+1.707,+16 -twins_svt_small.in1k,224,86.769,13.231,97.173,2.827,24.06,0.900,bicubic,+5.077,+1.505,-45 -fbnetv3_g.ra2_in1k,240,86.767,13.233,97.244,2.756,16.62,0.950,bilinear,+5.515,+1.562,+19 -vit_base_patch16_224.orig_in21k_ft_in1k,224,86.756,13.244,97.453,2.547,86.57,0.900,bicubic,+4.970,+1.329,-56 -ecaresnet50t.a2_in1k,288,86.756,13.244,97.075,2.925,25.57,1.000,bicubic,+5.074,+1.543,-46 -resnet50d.ra2_in1k,288,86.752,13.248,97.374,2.626,25.58,0.950,bicubic,+5.402,+1.632,+2 -convnextv2_pico.fcmae_ft_in1k,288,86.748,13.252,97.329,2.671,9.07,0.950,bicubic,+5.692,+1.851,+42 -resnet50_gn.a1h_in1k,288,86.746,13.255,97.444,2.556,25.56,0.950,bicubic,+5.538,+1.812,+19 -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,86.746,13.255,97.248,2.752,13.42,0.950,bicubic,+6.478,+1.888,+156 -tiny_vit_5m_224.dist_in22k_ft_in1k,224,86.743,13.257,97.318,2.682,5.39,0.950,bicubic,+5.881,+1.646,+66 -efficientnetv2_rw_t.ra2_in1k,224,86.741,13.259,97.229,2.771,13.65,1.000,bicubic,+5.369,+1.677,-6 -mobilevitv2_150.cvnets_in22k_ft_in1k,256,86.741,13.259,97.220,2.780,10.59,0.888,bicubic,+5.271,+1.548,-25 -crossvit_base_240.in1k,240,86.741,13.259,97.118,2.882,105.03,0.875,bicubic,+4.513,+1.304,-127 -seresnet50.a1_in1k,288,86.741,13.259,96.953,3.047,28.09,1.000,bicubic,+5.637,+1.833,+29 -fastvit_s12.apple_dist_in1k,256,86.735,13.265,97.203,2.797,9.47,0.900,bicubic,+5.661,+1.925,+32 -convnext_nano_ols.d1h_in1k,288,86.731,13.269,97.030,2.970,15.65,1.000,bicubic,+5.119,+1.404,-52 -levit_256.fb_dist_in1k,224,86.724,13.276,97.254,2.746,18.89,0.900,bicubic,+5.218,+1.788,-40 -levit_conv_256.fb_dist_in1k,224,86.724,13.276,97.254,2.746,18.89,0.900,bicubic,+5.218,+1.166,-40 -crossvit_small_240.in1k,240,86.718,13.282,97.282,2.718,26.86,0.875,bicubic,+5.678,+1.814,+33 -vit_srelpos_small_patch16_224.sw_in1k,224,86.711,13.289,97.244,2.756,21.97,0.900,bicubic,+5.603,+1.664,+22 -pit_b_224.in1k,224,86.711,13.289,96.894,3.107,73.76,0.900,bicubic,+4.251,+1.186,-174 -seresnext50_32x4d.racm_in1k,224,86.705,13.295,97.203,2.797,27.56,0.875,bicubic,+5.437,+1.629,-5 -halo2botnet50ts_256.a1h_in1k,256,86.705,13.295,97.092,2.908,22.64,0.950,bicubic,+4.621,+1.434,-116 -hgnet_tiny.paddle_in1k,288,86.699,13.301,97.305,2.695,14.74,1.000,bicubic,+6.051,+1.763,+85 -wide_resnet50_2.racm_in1k,224,86.696,13.304,97.210,2.791,68.88,0.875,bicubic,+5.208,+1.666,-43 -ecaresnet50t.ra2_in1k,256,86.692,13.308,97.335,2.665,25.57,0.875,bicubic,+5.246,+1.657,-36 -resnet50.ram_in1k,288,86.692,13.308,97.195,2.805,25.56,0.950,bicubic,+6.718,+2.154,+169 -tf_efficientnet_b1.ns_jft_in1k,240,86.688,13.312,97.393,2.607,7.79,0.882,bicubic,+5.300,+1.853,-26 -swin_tiny_patch4_window7_224.ms_in1k,224,86.677,13.323,97.201,2.799,28.29,0.900,bicubic,+5.289,+1.443,-26 -gernet_l.idstcv_in1k,256,86.675,13.325,97.203,2.797,31.08,0.875,bilinear,+5.301,+1.749,-26 -resnet50d.a1_in1k,288,86.669,13.331,96.689,3.312,25.58,1.000,bicubic,+5.225,+1.465,-39 -ecaresnet50d_pruned.miil_in1k,288,86.666,13.334,97.429,2.571,19.94,0.950,bicubic,+5.858,+1.851,+53 -resnext101_32x8d.tv2_in1k,176,86.652,13.348,97.203,2.797,88.79,0.875,bilinear,+4.662,+1.487,-114 -poolformer_s36.sail_in1k,224,86.649,13.351,97.148,2.852,30.86,0.900,bicubic,+5.217,+1.704,-39 -twins_pcpvt_small.in1k,224,86.637,13.363,97.327,2.673,24.11,0.900,bicubic,+5.515,+1.711,+6 -resmlp_24_224.fb_distilled_in1k,224,86.635,13.366,97.139,2.861,30.02,0.875,bicubic,+5.868,+1.919,+53 -efficientnet_b3_pruned.in1k,300,86.632,13.368,97.175,2.825,9.86,0.904,bicubic,+5.760,+1.903,+38 -resnet50.c2_in1k,288,86.628,13.372,97.346,2.654,25.56,1.000,bicubic,+5.772,+1.820,+39 -repvit_m2.dist_in1k,224,86.628,13.372,97.212,2.788,8.80,0.950,bicubic,+6.160,+2.040,+91 -efficientnet_el.ra_in1k,300,86.617,13.383,97.180,2.820,10.59,0.904,bicubic,+5.311,+1.640,-29 -resnest50d_4s2x40d.in1k,224,86.615,13.385,97.284,2.716,30.42,0.875,bicubic,+5.469,+1.304,-5 -gcresnext50ts.ch_in1k,288,86.605,13.395,97.177,2.823,15.67,1.000,bicubic,+5.371,+1.641,-18 -nf_resnet50.ra2_in1k,288,86.598,13.402,97.297,2.703,25.56,0.940,bicubic,+5.942,+1.957,+64 -sehalonet33ts.ra2_in1k,256,86.594,13.406,97.022,2.978,13.69,0.940,bicubic,+5.622,+1.750,+12 -repvgg_b3.rvgg_in1k,224,86.592,13.408,97.133,2.867,123.09,0.875,bilinear,+6.074,+1.879,+78 -sebotnet33ts_256.a1h_in1k,256,86.583,13.417,96.782,3.217,13.70,0.940,bicubic,+5.431,+1.623,-14 -resnet50.a1_in1k,288,86.579,13.421,96.806,3.194,25.56,1.000,bicubic,+5.339,+1.694,-24 -fastvit_sa12.apple_in1k,256,86.575,13.425,97.207,2.793,11.58,0.900,bicubic,+5.735,+1.863,+31 -wide_resnet50_2.tv2_in1k,224,86.564,13.436,97.250,2.750,68.88,0.965,bilinear,+4.966,+1.486,-83 -xcit_tiny_24_p16_224.fb_dist_in1k,224,86.545,13.455,97.214,2.786,12.12,1.000,bicubic,+6.079,+2.012,+81 -repvit_m1_0.dist_450e_in1k,224,86.534,13.466,97.103,2.897,7.30,0.950,bicubic,+6.088,+1.797,+85 -seresnet50.a2_in1k,288,86.534,13.466,96.977,3.023,28.09,1.000,bicubic,+5.442,+1.741,-6 -convnext_nano.d1h_in1k,288,86.526,13.474,97.177,2.823,15.59,1.000,bicubic,+5.052,+1.465,-66 -resnet50.c1_in1k,288,86.521,13.479,97.244,2.756,25.56,1.000,bicubic,+5.593,+1.690,+10 -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.511,13.489,97.466,2.534,44.18,0.875,bilinear,+5.575,+1.734,+8 -maxvit_rmlp_pico_rw_256.sw_in1k,256,86.508,13.492,97.214,2.786,7.52,0.950,bicubic,+5.959,+2.028,+61 -dm_nfnet_f0.dm_in1k,192,86.506,13.494,97.293,2.707,71.49,0.900,bicubic,+5.068,+1.615,-64 -seresnet33ts.ra2_in1k,288,86.504,13.496,97.180,2.820,19.78,1.000,bicubic,+5.690,+1.834,+26 -mobilenet_edgetpu_v2_m,256,86.502,13.498,97.197,2.803,8.46,0.950,bicubic,+5.820,+1.753,+45 -vit_small_patch16_384.augreg_in1k,384,86.498,13.502,97.184,2.816,22.20,1.000,bicubic,+5.364,+1.608,-22 -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,86.489,13.511,97.278,2.722,9.72,1.000,bicubic,+6.337,+2.508,+118 -halonet50ts.a1h_in1k,256,86.487,13.513,97.160,2.840,22.73,0.940,bicubic,+4.837,+1.546,-103 -haloregnetz_b.ra3_in1k,224,86.487,13.513,96.955,3.045,11.68,0.940,bicubic,+5.435,+1.755,-13 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,86.483,13.517,97.197,2.803,8.46,0.950,bicubic,+5.799,+1.755,+38 -resnet152.a2_in1k,224,86.483,13.517,96.595,3.405,60.19,0.950,bicubic,+4.719,+0.597,-110 -ecaresnet50d.miil_in1k,224,86.472,13.528,97.184,2.816,25.58,0.875,bicubic,+5.854,+1.872,+45 -gcresnet50t.ra2_in1k,256,86.470,13.530,97.130,2.869,25.90,0.900,bicubic,+5.520,+1.666,-6 -resnet50.d_in1k,288,86.470,13.530,97.052,2.949,25.56,1.000,bicubic,+5.458,+1.596,-12 -resnet152s.gluon_in1k,224,86.466,13.534,97.139,2.861,60.32,0.875,bicubic,+5.418,+1.697,-18 -mobilevitv2_200.cvnets_in1k,256,86.464,13.536,96.981,3.019,18.45,0.888,bicubic,+5.316,+1.599,-36 -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,86.462,13.538,97.617,2.383,25.55,1.000,bilinear,+6.084,+2.257,+76 -tf_efficientnetv2_b3.in21k_ft_in1k,240,86.459,13.541,97.421,2.579,14.36,0.900,bicubic,+5.383,+1.501,-27 -repvit_m1_0.dist_300e_in1k,224,86.459,13.541,97.047,2.953,7.30,0.950,bicubic,+6.307,+1.749,+108 -resnet50.b1k_in1k,288,86.457,13.543,97.239,2.761,25.56,1.000,bicubic,+5.751,+1.807,+26 -resnext50d_32x4d.bt_in1k,288,86.453,13.547,97.154,2.846,25.05,0.950,bicubic,+5.773,+1.726,+30 -resnet50.tv2_in1k,224,86.449,13.551,97.145,2.855,25.56,0.965,bilinear,+5.605,+1.725,+2 -resnest50d_1s4x24d.in1k,224,86.438,13.562,97.150,2.850,25.68,0.875,bicubic,+5.420,+1.814,-23 -hgnetv2_b1.ssld_stage2_ft_in1k,288,86.427,13.573,97.173,2.827,6.34,1.000,bicubic,+6.523,+2.507,+126 -regnety_016.tv2_in1k,224,86.412,13.588,97.205,2.795,11.20,0.965,bicubic,+5.716,+1.865,+23 -mobilenetv4_conv_medium.e500_r224_in1k,256,86.410,13.590,97.218,2.782,9.72,1.000,bicubic,+6.572,+2.024,+136 -mobilenetv4_hybrid_medium.e500_r224_in1k,224,86.408,13.592,97.150,2.850,11.07,0.950,bicubic,+5.970,+1.774,+58 -poolformerv2_s24.sail_in1k,224,86.395,13.605,97.126,2.874,21.34,1.000,bicubic,+5.643,+1.808,+9 -resnet50d.ra4_e3600_r224_in1k,224,86.380,13.620,97.105,2.895,25.58,0.950,bicubic,+5.424,+1.725,-23 -resnet152.a1_in1k,224,86.380,13.620,96.513,3.487,60.19,0.950,bicubic,+4.382,+0.625,-166 -fastvit_t12.apple_dist_in1k,256,86.368,13.632,97.086,2.914,7.55,0.900,bicubic,+6.004,+2.044,+65 -darknet53.c2ns_in1k,288,86.365,13.634,97.115,2.885,41.61,1.000,bicubic,+5.823,+1.689,+34 -lamhalobotnet50ts_256.a1h_in1k,256,86.365,13.634,97.052,2.949,22.57,0.950,bicubic,+4.817,+1.558,-116 -darknetaa53.c2ns_in1k,288,86.361,13.639,97.145,2.855,36.02,1.000,bilinear,+5.833,+1.817,+33 -repvgg_b3g4.rvgg_in1k,224,86.361,13.639,97.041,2.959,83.83,0.875,bilinear,+6.113,+1.939,+81 -resnetv2_50d_gn.ah_in1k,224,86.353,13.647,97.148,2.852,25.57,0.950,bicubic,+5.559,+1.792,-3 -efficientformer_l1.snap_dist_in1k,224,86.344,13.656,97.017,2.983,12.29,0.950,bicubic,+5.842,+2.025,+33 -legacy_senet154.in1k,224,86.344,13.656,96.925,3.075,115.09,0.875,bilinear,+5.018,+1.430,-82 -mobilevitv2_175.cvnets_in1k,256,86.342,13.658,96.970,3.030,14.25,0.888,bicubic,+5.468,+1.710,-19 -tf_efficientnet_b3.in1k,300,86.342,13.658,96.936,3.064,12.23,0.904,bicubic,+5.462,+1.610,-21 -cait_xxs36_224.fb_dist_in1k,224,86.340,13.660,97.126,2.874,17.30,1.000,bicubic,+6.602,+2.264,+132 -resnet101.a1_in1k,224,86.340,13.660,96.543,3.457,44.55,0.950,bicubic,+4.846,+1.379,-115 -resnext50_32x4d.a1h_in1k,224,86.338,13.662,96.970,3.030,25.03,0.950,bicubic,+5.198,+1.650,-60 -resnet50.a1h_in1k,224,86.336,13.664,97.058,2.942,25.56,1.000,bicubic,+5.684,+1.746,+10 -nf_resnet50.ra2_in1k,256,86.331,13.669,97.062,2.938,25.56,0.940,bicubic,+6.107,+1.958,+75 -resnet50d.a2_in1k,288,86.329,13.671,96.682,3.318,25.58,1.000,bicubic,+5.161,+1.582,-69 -mobilenetv4_conv_medium.e500_r256_in1k,256,86.323,13.677,97.094,2.906,9.72,0.950,bicubic,+6.401,+1.908,+95 -gernet_m.idstcv_in1k,224,86.319,13.681,97.090,2.910,21.14,0.875,bilinear,+5.593,+1.906,-6 -cs3darknet_l.c2ns_in1k,256,86.316,13.684,97.214,2.786,21.16,0.887,bicubic,+5.962,+1.910,+47 -pit_s_224.in1k,224,86.316,13.684,97.047,2.953,23.46,0.900,bicubic,+5.190,+1.719,-63 -resnet50.b2k_in1k,288,86.308,13.692,97.066,2.934,25.56,1.000,bicubic,+5.838,+1.758,+24 -vit_small_patch32_384.augreg_in21k_ft_in1k,384,86.306,13.694,97.431,2.568,22.92,1.000,bicubic,+5.824,+1.826,+21 -efficientnet_b2.ra_in1k,288,86.304,13.696,96.994,3.006,9.11,1.000,bicubic,+5.694,+1.676,+6 -senet154.gluon_in1k,224,86.304,13.696,96.938,3.062,115.09,0.875,bicubic,+5.046,+1.580,-88 -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,86.295,13.705,97.133,2.867,15.25,0.950,bicubic,+6.217,+2.147,+79 -gcresnet33ts.ra2_in1k,288,86.291,13.709,97.047,2.953,19.88,1.000,bicubic,+5.703,+1.725,+5 -resnext50_32x4d.a1_in1k,288,86.291,13.709,96.708,3.292,25.03,1.000,bicubic,+4.807,+1.546,-128 -regnetz_b16.ra3_in1k,224,86.282,13.718,96.992,3.008,9.72,0.940,bicubic,+6.408,+2.014,+97 -resnext50_32x4d.a2_in1k,288,86.274,13.726,96.697,3.303,25.03,1.000,bicubic,+4.976,+1.587,-99 -hgnetv2_b1.ssld_stage1_in22k_in1k,288,86.272,13.729,97.143,2.857,6.34,1.000,bicubic,+7.224,+2.261,+192 -resnext50_32x4d.tv2_in1k,224,86.272,13.729,97.041,2.959,25.03,0.965,bilinear,+5.096,+1.693,-85 -eca_resnet33ts.ra2_in1k,288,86.257,13.743,97.165,2.835,19.68,1.000,bicubic,+5.541,+1.783,-19 -gcvit_xxtiny.in1k,224,86.252,13.748,97.103,2.897,12.00,0.875,bicubic,+6.502,+2.043,+107 -resnetv2_50d_evos.ah_in1k,224,86.248,13.752,97.017,2.983,25.59,0.950,bicubic,+5.420,+1.747,-38 -regnetx_032.tv2_in1k,224,86.240,13.761,97.084,2.917,15.30,0.965,bicubic,+5.314,+1.816,-54 -resnest50d.in1k,224,86.220,13.780,97.062,2.938,27.48,0.875,bilinear,+5.262,+1.690,-62 -convmixer_768_32.in1k,224,86.220,13.780,97.024,2.976,21.11,0.960,bicubic,+6.062,+1.954,+56 -vit_base_patch16_384.augreg_in1k,384,86.220,13.780,96.962,3.038,86.86,1.000,bicubic,+5.124,+1.628,-76 -cspdarknet53.ra_in1k,256,86.218,13.782,96.983,3.017,27.64,0.887,bilinear,+6.112,+1.915,+61 -cs3darknet_focus_l.c2ns_in1k,256,86.212,13.788,97.124,2.876,21.15,0.887,bicubic,+5.960,+1.826,+44 -ecaresnet101d_pruned.miil_in1k,224,86.207,13.793,97.327,2.673,24.88,0.875,bicubic,+5.394,+1.707,-42 -efficientnet_b1.ra4_e3600_r240_in1k,240,86.205,13.795,96.968,3.032,7.79,0.900,bicubic,+5.801,+1.820,+17 -efficientnet_el_pruned.in1k,300,86.197,13.803,97.022,2.978,10.59,0.904,bicubic,+5.903,+1.804,+32 -tresnet_m.miil_in1k,224,86.192,13.807,96.671,3.329,31.39,0.875,bilinear,+5.376,+1.809,-46 -rexnet_150.nav_in1k,224,86.178,13.822,97.073,2.927,9.73,0.875,bicubic,+5.868,+1.905,+25 -resnet101.a2_in1k,224,86.171,13.829,96.548,3.452,44.55,0.950,bicubic,+4.827,+1.350,-121 -xcit_tiny_12_p8_224.fb_in1k,224,86.160,13.839,97.030,2.970,6.71,1.000,bicubic,+6.448,+1.976,+99 -ecaresnet50t.a1_in1k,224,86.156,13.844,96.778,3.222,25.57,0.950,bicubic,+4.872,+1.628,-116 -inception_v4.tf_in1k,299,86.150,13.850,96.923,3.077,42.68,0.875,bicubic,+6.006,+1.941,+48 -resnetrs101.tf_in1k,192,86.148,13.852,96.881,3.119,63.62,0.940,bicubic,+5.438,+1.643,-35 -res2net101d.in1k,224,86.143,13.857,96.844,3.156,45.23,0.875,bilinear,+4.889,+1.496,-114 -resnet50.a2_in1k,288,86.135,13.865,96.676,3.324,25.56,1.000,bicubic,+5.355,+1.698,-48 -efficientvit_b1.r288_in1k,288,86.133,13.867,96.932,3.068,9.10,1.000,bicubic,+5.823,+1.956,+18 -inception_resnet_v2.tf_in1k,299,86.129,13.871,97.034,2.966,55.84,0.897,bicubic,+5.683,+2.114,-2 -convnext_nano_ols.d1h_in1k,224,86.118,13.882,96.834,3.166,15.65,0.950,bicubic,+5.212,+1.580,-72 -resnetaa50.a1h_in1k,224,86.109,13.891,96.960,3.040,25.56,0.950,bicubic,+5.495,+1.748,-28 -mobilevitv2_150.cvnets_in1k,256,86.090,13.910,96.853,3.147,10.59,0.888,bicubic,+5.686,+1.811,+3 -cspresnext50.ra_in1k,256,86.079,13.921,97.101,2.899,20.57,0.887,bilinear,+5.527,+1.771,-26 -tf_efficientnet_el.in1k,300,86.073,13.927,96.960,3.040,10.59,0.904,bicubic,+5.831,+1.842,+28 -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.071,13.929,97.205,2.795,25.03,0.875,bilinear,+5.755,+1.819,+9 -resnet101s.gluon_in1k,224,86.067,13.933,97.032,2.968,44.67,0.875,bicubic,+5.781,+1.882,+15 -ecaresnet50t.a2_in1k,224,86.064,13.936,96.725,3.275,25.57,0.950,bicubic,+5.180,+1.703,-75 -lambda_resnet50ts.a1h_in1k,256,86.060,13.940,96.742,3.258,21.54,0.950,bicubic,+4.874,+1.646,-118 -convnext_pico_ols.d1_in1k,288,86.052,13.948,97.022,2.978,9.06,1.000,bicubic,+5.594,+1.774,-15 -edgenext_small_rw.sw_in1k,320,86.052,13.948,96.943,3.057,7.83,1.000,bicubic,+5.600,+1.737,-14 -ecaresnetlight.miil_in1k,224,86.043,13.957,97.079,2.921,30.16,0.875,bicubic,+5.587,+1.831,-16 -poolformer_s24.sail_in1k,224,86.034,13.966,97.030,2.970,21.39,0.900,bicubic,+5.734,+1.970,+6 -convnext_pico.d1_in1k,288,86.022,13.978,96.938,3.062,9.05,0.950,bicubic,+5.592,+1.878,-11 -efficientformerv2_s1.snap_dist_in1k,224,86.020,13.980,96.829,3.171,6.19,0.950,bicubic,+6.336,+2.139,+80 -resnetv2_50.a1h_in1k,224,86.017,13.982,96.904,3.096,25.55,0.950,bicubic,+5.611,+1.820,-12 -convnextv2_pico.fcmae_ft_in1k,224,86.011,13.989,96.987,3.013,9.07,0.875,bicubic,+5.707,+1.905,+1 -seresnext101_32x4d.gluon_in1k,224,86.009,13.991,96.981,3.019,48.96,0.875,bicubic,+5.123,+1.673,-86 -gcresnext50ts.ch_in1k,256,86.007,13.993,96.966,3.034,15.67,0.900,bicubic,+5.399,+1.786,-43 -seresnet33ts.ra2_in1k,256,86.005,13.995,97.007,2.993,19.78,0.900,bicubic,+5.633,+1.901,-9 -ecaresnet26t.ra2_in1k,320,86.000,14.000,97.015,2.985,16.01,0.950,bicubic,+6.100,+1.945,+47 -resnet50d.ra2_in1k,224,86.000,14.000,96.990,3.010,25.58,0.875,bicubic,+5.452,+1.832,-42 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,86.000,14.000,96.966,3.034,8.46,0.900,bicubic,+5.870,+1.968,+21 -mobilenet_edgetpu_v2_m,224,85.983,14.017,96.953,3.047,8.46,0.900,bicubic,+5.865,+1.959,+21 -resnet152.a3_in1k,224,85.981,14.019,96.851,3.149,60.19,0.950,bicubic,+5.433,+1.847,-44 -resnetblur50.bt_in1k,288,85.979,14.021,96.985,3.015,25.56,0.950,bicubic,+5.731,+1.785,+4 -tf_efficientnet_b2.ap_in1k,260,85.979,14.021,96.819,3.181,9.11,0.890,bicubic,+5.683,+1.787,-6 -tf_efficientnetv2_b3.in1k,240,85.968,14.032,96.832,3.168,14.36,0.904,bicubic,+5.256,+1.656,-68 -vit_base_patch32_224.augreg_in21k_ft_in1k,224,85.960,14.040,97.124,2.876,88.22,0.900,bicubic,+5.224,+1.554,-73 -resnet50d.a1_in1k,224,85.956,14.044,96.366,3.634,25.58,0.950,bicubic,+5.225,+1.688,-73 -seresnext101_64x4d.gluon_in1k,224,85.953,14.047,96.985,3.015,88.23,0.875,bicubic,+5.067,+1.717,-100 -resnext50_32x4d.ra_in1k,288,85.947,14.053,97.030,2.970,25.03,0.950,bicubic,+5.241,+1.672,-69 -convnext_nano.d1h_in1k,224,85.926,14.074,96.855,3.145,15.59,0.950,bicubic,+5.164,+1.523,-81 -tf_efficientnetv2_b2.in1k,260,85.921,14.079,96.868,3.132,10.10,0.890,bicubic,+5.695,+1.858,+1 -fbnetv3_d.ra2_in1k,256,85.909,14.091,97.037,2.963,10.31,0.950,bilinear,+6.245,+2.081,+63 -vit_large_patch32_384.orig_in21k_ft_in1k,384,85.904,14.096,97.363,2.637,306.63,1.000,bicubic,+4.398,+1.875,-198 -darknet53.c2ns_in1k,256,85.900,14.100,96.857,3.143,41.61,0.887,bicubic,+5.898,+1.815,+18 -resnet152d.gluon_in1k,224,85.896,14.104,96.817,3.183,60.21,0.875,bicubic,+5.420,+1.621,-48 -tf_efficientnet_b2.aa_in1k,260,85.889,14.111,96.847,3.154,9.11,0.890,bicubic,+5.807,+1.934,+10 -resnet50_gn.a1h_in1k,224,85.883,14.117,96.847,3.154,25.56,0.940,bicubic,+5.817,+1.893,+12 -vit_base_patch16_224.sam_in1k,224,85.877,14.123,96.704,3.296,86.57,0.900,bicubic,+5.635,+1.936,-7 -resnet101d.gluon_in1k,224,85.877,14.123,96.684,3.316,44.57,0.875,bicubic,+5.411,+1.650,-48 -repvgg_b2g4.rvgg_in1k,224,85.870,14.130,96.817,3.183,61.76,0.875,bilinear,+6.474,+2.137,+80 -efficientvit_b1.r256_in1k,256,85.866,14.134,96.787,3.213,9.10,1.000,bicubic,+6.122,+2.009,+44 -hgnet_tiny.paddle_in1k,224,85.844,14.155,97.028,2.972,14.74,0.965,bicubic,+5.956,+1.980,+24 -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,85.832,14.168,96.947,3.053,9.72,0.950,bicubic,+6.386,+2.027,+75 -seresnet50.ra2_in1k,224,85.827,14.173,97.004,2.995,28.09,0.875,bicubic,+5.567,+1.936,-18 -inception_resnet_v2.tf_ens_adv_in1k,299,85.817,14.183,96.755,3.245,55.84,0.897,bicubic,+5.825,+1.799,+8 -resnet50.c2_in1k,224,85.810,14.190,96.900,3.100,25.56,0.950,bicubic,+5.942,+2.034,+23 -resnet50.ram_in1k,224,85.806,14.194,96.716,3.284,25.56,0.875,bicubic,+6.774,+2.330,+118 -mixnet_xl.ra_in1k,224,85.806,14.194,96.699,3.301,11.90,0.875,bicubic,+5.316,+1.761,-63 -gcresnet33ts.ra2_in1k,256,85.789,14.211,96.883,3.117,19.88,0.900,bicubic,+5.711,+1.753,-1 -seresnet50.a1_in1k,224,85.789,14.211,96.552,3.448,28.09,0.950,bicubic,+5.777,+1.846,+1 -legacy_seresnext101_32x4d.in1k,224,85.766,14.235,96.761,3.239,48.96,0.875,bilinear,+5.492,+1.729,-30 -res2net50d.in1k,224,85.763,14.237,96.772,3.228,25.72,0.875,bilinear,+5.493,+1.752,-30 -tf_efficientnet_lite3.in1k,300,85.759,14.241,96.881,3.119,8.20,0.904,bilinear,+5.927,+2.011,+24 -resnet50.c1_in1k,224,85.755,14.245,96.934,3.066,25.56,0.950,bicubic,+5.989,+1.976,+28 -xcit_tiny_24_p16_224.fb_in1k,224,85.744,14.256,96.938,3.062,12.12,1.000,bicubic,+6.286,+2.056,+58 -resnext101_32x4d.gluon_in1k,224,85.740,14.260,96.622,3.378,44.18,0.875,bicubic,+5.404,+1.714,-46 -resnet101.a3_in1k,224,85.740,14.260,96.494,3.506,44.55,0.950,bicubic,+5.920,+1.880,+23 -ese_vovnet39b.ra_in1k,224,85.738,14.262,96.913,3.087,24.57,0.875,bicubic,+6.422,+2.199,+75 -eca_resnet33ts.ra2_in1k,256,85.738,14.262,96.898,3.102,19.68,0.900,bicubic,+5.646,+1.918,-14 -regnety_320.pycls_in1k,224,85.734,14.267,96.721,3.280,145.05,0.875,bicubic,+4.938,+1.481,-115 -repvit_m0_9.dist_450e_in1k,224,85.729,14.271,96.823,3.177,5.49,0.950,bicubic,+6.671,+2.435,+101 -cspresnet50.ra_in1k,256,85.723,14.277,96.799,3.200,21.62,0.887,bilinear,+6.135,+2.109,+40 -xception71.tf_in1k,299,85.712,14.288,96.774,3.226,42.34,0.903,bicubic,+5.804,+1.934,-5 -resnet50.a1_in1k,224,85.712,14.288,96.486,3.514,25.56,0.950,bicubic,+5.330,+1.888,-58 -darknetaa53.c2ns_in1k,256,85.701,14.299,96.876,3.124,36.02,0.887,bilinear,+5.956,+1.974,+18 -resnext101_64x4d.gluon_in1k,224,85.701,14.299,96.644,3.356,83.46,0.875,bicubic,+5.061,+1.644,-96 -resnet50.ra_in1k,288,85.699,14.301,96.891,3.109,25.56,0.950,bicubic,+5.839,+2.089,+4 -resmlp_big_24_224.fb_in1k,224,85.697,14.303,96.419,3.580,129.14,0.875,bicubic,+4.663,+1.394,-156 -efficientnet_em.ra2_in1k,240,85.684,14.316,96.943,3.057,6.90,0.882,bicubic,+6.420,+2.147,+71 -resnet33ts.ra2_in1k,288,85.680,14.320,96.753,3.247,19.68,1.000,bicubic,+5.972,+1.939,+21 -deit_small_patch16_224.fb_in1k,224,85.674,14.326,96.911,3.089,22.05,0.900,bicubic,+5.812,+1.855,-2 -hgnetv2_b0.ssld_stage2_ft_in1k,288,85.674,14.326,96.819,3.181,6.00,1.000,bicubic,+7.076,+2.439,+131 -dpn107.mx_in1k,224,85.669,14.331,96.757,3.243,86.92,0.875,bicubic,+5.501,+1.821,-38 -ecaresnet50t.a3_in1k,224,85.667,14.333,96.736,3.264,25.57,0.950,bicubic,+6.119,+2.026,+31 -wide_resnet50_2.tv2_in1k,176,85.637,14.363,96.836,3.164,68.88,0.875,bilinear,+5.201,+1.754,-77 -efficientnet_b2_pruned.in1k,260,85.637,14.363,96.736,3.264,8.31,0.890,bicubic,+5.729,+1.826,-15 -resnet50d.a2_in1k,224,85.627,14.373,96.407,3.593,25.58,0.950,bicubic,+5.359,+1.765,-53 -resmlp_36_224.fb_in1k,224,85.623,14.377,96.795,3.205,44.69,0.875,bicubic,+5.850,+1.907,+3 -tiny_vit_5m_224.in1k,224,85.612,14.388,96.947,3.053,5.39,0.950,bicubic,+6.416,+2.145,+71 -seresnet50.a2_in1k,224,85.603,14.397,96.575,3.425,28.09,0.950,bicubic,+5.501,+1.855,-36 -resnet50.bt_in1k,288,85.601,14.399,96.812,3.188,25.56,0.950,bicubic,+5.949,+1.904,+15 -levit_192.fb_dist_in1k,224,85.601,14.399,96.742,3.258,10.95,0.900,bicubic,+5.751,+1.938,-7 -mobilevitv2_125.cvnets_in1k,256,85.597,14.403,96.669,3.331,7.48,0.888,bicubic,+5.919,+1.825,+10 -levit_conv_192.fb_dist_in1k,224,85.595,14.405,96.744,3.256,10.95,0.900,bicubic,+5.735,+1.774,-12 -ecaresnet50d_pruned.miil_in1k,224,85.586,14.414,96.934,3.066,19.94,0.875,bicubic,+5.864,+2.062,+3 -resnet152c.gluon_in1k,224,85.573,14.427,96.671,3.329,60.21,0.875,bicubic,+5.667,+2.067,-25 -pit_xs_distilled_224.in1k,224,85.569,14.431,96.689,3.312,11.00,0.900,bicubic,+6.401,+2.321,+65 -resnet32ts.ra2_in1k,288,85.565,14.435,96.866,3.134,17.96,1.000,bicubic,+6.177,+2.190,+32 -tf_efficientnetv2_b1.in1k,240,85.565,14.435,96.710,3.290,8.14,0.882,bicubic,+6.047,+2.128,+20 -regnety_120.pycls_in1k,224,85.563,14.437,96.755,3.245,51.82,0.875,bicubic,+5.181,+1.651,-86 -resnext50d_32x4d.bt_in1k,224,85.563,14.437,96.746,3.254,25.05,0.875,bicubic,+5.891,+1.868,+3 -resnext50_32x4d.a2_in1k,224,85.563,14.437,96.298,3.702,25.03,0.950,bicubic,+5.119,+1.668,-95 -nf_regnet_b1.ra2_in1k,288,85.539,14.461,96.797,3.203,10.22,0.900,bicubic,+6.171,+2.071,+32 -wide_resnet101_2.tv2_in1k,176,85.539,14.461,96.569,3.431,126.89,0.875,bilinear,+5.051,+1.589,-108 -regnetx_320.pycls_in1k,224,85.528,14.472,96.661,3.339,107.81,0.875,bicubic,+5.266,+1.649,-70 -convnextv2_femto.fcmae_ft_in1k,288,85.507,14.493,96.787,3.213,5.23,0.950,bicubic,+6.175,+2.185,+34 -fbnetv3_b.ra2_in1k,256,85.505,14.495,96.866,3.134,8.60,0.950,bilinear,+6.351,+2.134,+56 -mobilenetv4_conv_medium.e500_r224_in1k,224,85.496,14.504,96.932,3.068,9.72,0.950,bicubic,+6.404,+2.144,+59 -resnet152.gluon_in1k,224,85.496,14.504,96.565,3.435,60.19,0.875,bicubic,+5.784,+1.845,-8 -regnety_160.pycls_in1k,224,85.488,14.512,96.620,3.380,83.59,0.875,bicubic,+5.204,+1.638,-80 -dpn92.mx_in1k,224,85.484,14.516,96.661,3.339,37.67,0.875,bicubic,+5.456,+1.783,-51 -resnet152.tv2_in1k,176,85.484,14.516,96.499,3.502,60.19,0.875,bilinear,+5.272,+1.845,-68 -fastvit_s12.apple_in1k,256,85.479,14.521,96.725,3.275,9.47,0.900,bicubic,+5.559,+1.933,-48 -resnet50.b1k_in1k,224,85.479,14.521,96.721,3.280,25.56,0.950,bicubic,+5.915,+2.099,0 -resnet50.d_in1k,224,85.479,14.521,96.560,3.440,25.56,0.950,bicubic,+5.575,+1.412,-41 -resnetrs50.tf_in1k,224,85.477,14.523,96.748,3.252,35.69,0.910,bicubic,+5.561,+1.774,-48 -rexnet_130.nav_in1k,224,85.471,14.529,96.691,3.309,7.56,0.875,bicubic,+5.981,+2.007,+5 -resnet50.a2_in1k,224,85.447,14.553,96.492,3.508,25.56,0.950,bicubic,+5.619,+1.932,-30 -resnext50_32x4d.a1_in1k,224,85.443,14.557,96.144,3.856,25.03,0.950,bicubic,+4.917,+1.686,-128 -convnext_tiny.fb_in22k_ft_in1k,288,85.437,14.563,96.814,3.186,28.59,1.000,bicubic,+6.487,+2.106,+60 -dpn131.mx_in1k,224,85.437,14.563,96.633,3.367,79.25,0.875,bicubic,+5.603,+1.925,-35 -efficientnet_b0.ra4_e3600_r224_in1k,256,85.433,14.568,96.759,3.241,5.29,1.000,bicubic,+6.062,+2.007,+13 -resnet101.tv2_in1k,176,85.415,14.585,96.409,3.591,44.55,0.875,bilinear,+5.509,+1.559,-51 -tf_efficientnet_b2.in1k,260,85.392,14.608,96.597,3.403,9.11,0.890,bicubic,+5.778,+1.873,-15 -regnetx_160.pycls_in1k,224,85.385,14.614,96.646,3.354,54.28,0.875,bicubic,+5.527,+1.822,-42 -dla102x2.in1k,224,85.381,14.619,96.633,3.367,41.28,0.875,bilinear,+5.933,+1.979,+1 -resnet50.tv2_in1k,176,85.362,14.638,96.562,3.438,25.56,0.875,bilinear,+5.930,+1.930,+2 -repvit_m0_9.dist_300e_in1k,224,85.356,14.644,96.627,3.373,5.49,0.950,bicubic,+6.702,+2.513,+83 -gmlp_s16_224.ra3_in1k,224,85.353,14.646,96.644,3.356,19.42,0.875,bicubic,+5.709,+2.016,-21 -regnetx_016.tv2_in1k,224,85.351,14.649,96.823,3.177,9.19,0.965,bicubic,+5.899,+2.051,-5 -efficientnet_b2.ra_in1k,256,85.351,14.649,96.541,3.459,9.11,0.875,bicubic,+6.011,+1.965,+8 -dpn98.mx_in1k,224,85.345,14.655,96.503,3.497,61.57,0.875,bicubic,+5.689,+1.861,-27 -skresnext50_32x4d.ra_in1k,224,85.345,14.655,96.390,3.610,27.48,0.875,bicubic,+5.179,+1.746,-86 -lambda_resnet26t.c1_in1k,256,85.334,14.666,96.706,3.294,10.96,0.940,bicubic,+6.208,+2.152,+32 -seresnext50_32x4d.gluon_in1k,224,85.334,14.666,96.684,3.316,27.56,0.875,bicubic,+5.416,+1.868,-68 -botnet26t_256.c1_in1k,256,85.319,14.681,96.609,3.390,12.49,0.950,bicubic,+6.063,+2.079,+16 -xception65.tf_in1k,299,85.315,14.685,96.633,3.367,39.92,0.903,bicubic,+5.761,+1.973,-23 -resnet101c.gluon_in1k,224,85.313,14.687,96.417,3.583,44.57,0.875,bicubic,+5.771,+1.829,-21 -resnext50_32x4d.a3_in1k,224,85.313,14.687,96.336,3.664,25.03,0.950,bicubic,+6.061,+1.510,+15 -hgnetv2_b0.ssld_stage1_in22k_in1k,288,85.304,14.696,96.770,3.230,6.00,1.000,bicubic,+7.270,+2.522,+123 -convnext_pico_ols.d1_in1k,224,85.294,14.706,96.659,3.341,9.06,0.950,bicubic,+5.752,+1.953,-25 -resnetblur50.bt_in1k,224,85.289,14.711,96.528,3.472,25.56,0.875,bicubic,+5.983,+1.990,+3 -regnety_064.pycls_in1k,224,85.281,14.719,96.635,3.365,30.58,0.875,bicubic,+5.553,+1.871,-46 -resnet34d.ra2_in1k,288,85.279,14.721,96.691,3.309,21.82,0.950,bicubic,+6.839,+2.343,+88 -resmlp_24_224.fb_in1k,224,85.277,14.723,96.505,3.495,30.02,0.875,bicubic,+5.897,+1.955,-12 -coat_lite_mini.in1k,224,85.266,14.734,96.671,3.329,11.01,0.900,bicubic,+6.170,+2.079,+21 -cait_xxs24_224.fb_dist_in1k,224,85.257,14.743,96.727,3.273,11.96,1.000,bicubic,+6.865,+2.393,+89 -convnext_pico.d1_in1k,224,85.257,14.743,96.622,3.378,9.05,0.875,bicubic,+5.741,+2.068,-27 -convnext_femto_ols.d1_in1k,288,85.247,14.753,96.772,3.228,5.23,0.950,bicubic,+6.333,+2.224,+34 -regnety_080.pycls_in1k,224,85.247,14.753,96.614,3.386,39.18,0.875,bicubic,+5.365,+1.778,-73 -efficientvit_b1.r224_in1k,224,85.242,14.758,96.441,3.559,9.10,0.950,bicubic,+6.002,+2.147,+4 -resnet33ts.ra2_in1k,256,85.236,14.764,96.609,3.390,19.68,0.900,bicubic,+6.020,+2.034,+5 -resnext50_32x4d.ra_in1k,224,85.230,14.770,96.528,3.472,25.03,0.875,bicubic,+5.430,+1.920,-63 -halonet26t.a1h_in1k,256,85.217,14.783,96.475,3.525,12.48,0.950,bicubic,+6.083,+2.135,+10 -resnext101_32x8d.tv_in1k,224,85.217,14.783,96.441,3.559,88.79,0.875,bilinear,+5.903,+1.917,-10 -xcit_tiny_12_p16_224.fb_dist_in1k,224,85.215,14.785,96.603,3.397,6.72,1.000,bicubic,+6.637,+2.393,+58 -resnet50.b2k_in1k,224,85.210,14.790,96.637,3.363,25.56,0.950,bicubic,+5.830,+2.061,-25 -pvt_v2_b1.in1k,224,85.208,14.792,96.622,3.378,14.01,0.900,bicubic,+6.506,+2.130,+48 -resnet32ts.ra2_in1k,256,85.195,14.805,96.629,3.371,17.96,0.900,bicubic,+6.141,+2.261,+14 -fastvit_t12.apple_in1k,256,85.195,14.805,96.595,3.405,7.55,0.900,bicubic,+5.919,+2.025,-12 -inception_v3.gluon_in1k,299,85.180,14.819,96.535,3.465,23.83,0.875,bicubic,+6.376,+2.161,+33 -resnet50.a1h_in1k,176,85.176,14.824,96.586,3.414,25.56,0.900,bicubic,+5.916,+2.088,-11 -edgenext_small_rw.sw_in1k,256,85.170,14.830,96.432,3.568,7.83,0.900,bicubic,+5.580,+1.914,-52 -convnext_femto.d1_in1k,288,85.159,14.841,96.723,3.277,5.22,0.950,bicubic,+6.449,+2.475,+39 -hrnet_w48.ms_in1k,224,85.153,14.847,96.492,3.508,77.47,0.875,bilinear,+5.829,+1.958,-24 -hgnetv2_b1.ssld_stage1_in22k_in1k,224,85.148,14.851,96.659,3.341,6.34,0.965,bicubic,+7.070,+2.473,+93 -resnet101.gluon_in1k,224,85.148,14.851,96.381,3.619,44.55,0.875,bicubic,+5.843,+1.749,-20 -legacy_xception.tf_in1k,299,85.146,14.854,96.475,3.525,22.86,0.897,bicubic,+6.096,+2.089,+6 -resnet50.fb_ssl_yfcc100m_ft_in1k,224,85.138,14.862,96.821,3.179,25.56,0.875,bilinear,+5.886,+2.531,-16 -eca_halonext26ts.c1_in1k,256,85.136,14.864,96.586,3.414,10.76,0.940,bicubic,+5.618,+1.876,-51 -regnetx_120.pycls_in1k,224,85.136,14.864,96.479,3.521,46.11,0.875,bicubic,+5.528,+1.745,-61 -tf_efficientnet_b1.ap_in1k,240,85.133,14.867,96.409,3.591,7.79,0.882,bicubic,+5.846,+2.093,-25 -resnet50.am_in1k,224,85.131,14.869,96.562,3.438,25.56,0.875,bicubic,+6.127,+2.171,+4 -eca_botnext26ts_256.c1_in1k,256,85.129,14.871,96.509,3.491,10.59,0.950,bicubic,+5.857,+1.915,-25 -tf_efficientnetv2_b2.in1k,208,85.125,14.875,96.494,3.506,10.10,0.890,bicubic,+5.919,+1.892,-16 -repvit_m1.dist_in1k,224,85.112,14.888,96.605,3.395,5.49,0.950,bicubic,+6.570,+2.523,+42 -hrnet_w64.ms_in1k,224,85.108,14.892,96.740,3.260,128.06,0.875,bilinear,+5.650,+2.092,-53 -mobileone_s4.apple_in1k,224,85.099,14.901,96.437,3.563,14.95,0.900,bilinear,+5.649,+1.947,-52 -fbnetv3_d.ra2_in1k,224,85.097,14.903,96.686,3.314,10.31,0.950,bilinear,+6.441,+2.232,+30 -res2net101_26w_4s.in1k,224,85.093,14.907,96.375,3.625,45.21,0.875,bilinear,+5.907,+1.911,-19 -nf_regnet_b1.ra2_in1k,256,85.078,14.922,96.541,3.459,10.22,0.900,bicubic,+6.356,+2.155,+21 -lambda_resnet26rpt_256.c1_in1k,256,85.076,14.924,96.550,3.450,10.99,0.940,bicubic,+6.122,+2.128,-3 -ecaresnet26t.ra2_in1k,256,85.072,14.928,96.631,3.369,16.01,0.875,bicubic,+6.186,+2.087,+4 -dpn68b.ra_in1k,288,85.063,14.937,96.447,3.553,12.61,1.000,bicubic,+5.719,+2.021,-47 -tf_efficientnet_cc_b1_8e.in1k,240,85.063,14.937,96.428,3.572,39.72,0.882,bicubic,+5.741,+2.048,-42 -hgnetv2_b1.ssld_stage2_ft_in1k,224,85.044,14.956,96.678,3.322,6.34,0.965,bicubic,+6.148,+2.194,-2 -tf_efficientnet_b0.ns_jft_in1k,224,85.020,14.980,96.492,3.508,5.29,0.875,bicubic,+6.336,+2.122,+20 -xcit_nano_12_p8_384.fb_dist_in1k,384,85.008,14.992,96.624,3.376,3.05,1.000,bicubic,+7.188,+2.594,+98 -resnext50_32x4d.gluon_in1k,224,85.003,14.997,96.434,3.566,25.03,0.875,bicubic,+5.649,+2.010,-52 -resnest26d.gluon_in1k,224,84.997,15.003,96.635,3.365,17.07,0.875,bilinear,+6.521,+2.335,+38 -coat_tiny.in1k,224,84.971,15.029,96.407,3.593,5.50,0.900,bicubic,+6.529,+2.371,+40 -regnety_040.pycls_in1k,224,84.950,15.050,96.601,3.399,20.65,0.875,bicubic,+5.714,+1.937,-36 -resnet50d.a3_in1k,224,84.931,15.069,96.296,3.704,25.58,0.950,bicubic,+6.189,+2.060,+7 -mobilevitv2_100.cvnets_in1k,256,84.916,15.084,96.390,3.610,4.90,0.888,bicubic,+6.824,+2.222,+64 -tf_efficientnet_b1.aa_in1k,240,84.914,15.086,96.366,3.634,7.79,0.882,bicubic,+6.074,+2.166,-4 -legacy_seresnext50_32x4d.in1k,224,84.909,15.091,96.437,3.563,27.56,0.875,bilinear,+5.825,+2.005,-27 -dla169.in1k,224,84.903,15.097,96.524,3.476,53.39,0.875,bilinear,+6.197,+2.186,+8 -hrnet_w44.ms_in1k,224,84.884,15.116,96.432,3.568,67.06,0.875,bilinear,+6.002,+2.058,-10 -resnet50.ra_in1k,224,84.882,15.118,96.473,3.527,25.56,0.875,bicubic,+6.068,+2.153,-6 -regnety_008_tv.tv2_in1k,224,84.879,15.120,96.601,3.399,6.43,0.965,bicubic,+6.223,+2.219,+10 -regnetx_080.pycls_in1k,224,84.877,15.123,96.447,3.553,39.57,0.875,bicubic,+5.661,+1.899,-43 -resnet50s.gluon_in1k,224,84.867,15.133,96.441,3.559,25.68,0.875,bicubic,+6.157,+1.999,+2 -visformer_tiny.in1k,224,84.860,15.140,96.516,3.484,10.32,0.900,bicubic,+6.700,+2.274,+50 -dla60_res2net.in1k,224,84.845,15.155,96.471,3.529,20.85,0.875,bilinear,+6.365,+2.385,+22 -dla60_res2next.in1k,224,84.835,15.165,96.413,3.587,17.03,0.875,bilinear,+6.347,+2.413,+17 -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,84.828,15.172,96.710,3.290,5.79,1.000,bicubic,+6.382,+2.158,+24 -dla102x.in1k,224,84.826,15.174,96.537,3.463,26.31,0.875,bilinear,+6.326,+2.309,+11 -resnet50d.gluon_in1k,224,84.826,15.174,96.388,3.612,25.58,0.875,bicubic,+5.746,+1.930,-37 -res2net50_26w_8s.in1k,224,84.826,15.174,96.349,3.651,48.40,0.875,bilinear,+5.878,+2.069,-27 -resnet26t.ra2_in1k,320,84.820,15.180,96.422,3.578,16.01,1.000,bicubic,+6.490,+2.376,+30 -mixnet_l.ft_in1k,224,84.818,15.182,96.330,3.670,7.33,0.875,bicubic,+5.848,+2.150,-33 -resnet152.tv_in1k,224,84.815,15.185,96.219,3.781,60.19,0.875,bilinear,+6.485,+2.083,+29 -levit_conv_128.fb_dist_in1k,224,84.813,15.187,96.349,3.651,9.21,0.900,bicubic,+6.325,+2.205,+10 -levit_128.fb_dist_in1k,224,84.809,15.191,96.351,3.649,9.21,0.900,bicubic,+6.323,+2.353,+10 -repghostnet_200.in1k,224,84.807,15.193,96.413,3.587,9.80,0.875,bicubic,+6.017,+2.077,-18 -xception41.tf_in1k,299,84.800,15.200,96.413,3.587,26.97,0.903,bicubic,+6.276,+2.115,+3 -repvgg_b2.rvgg_in1k,224,84.794,15.206,96.499,3.502,89.02,0.875,bilinear,+6.000,+2.085,-21 -hrnet_w18.ms_aug_in1k,224,84.794,15.206,96.471,3.529,21.30,0.950,bilinear,+6.678,+2.409,+38 -pit_xs_224.in1k,224,84.785,15.214,96.486,3.514,10.62,0.900,bicubic,+6.573,+2.336,+30 -resnet152.a3_in1k,160,84.785,15.214,96.127,3.873,60.19,0.950,bicubic,+5.889,+2.003,-34 -efficientnet_b0.ra4_e3600_r224_in1k,224,84.783,15.217,96.451,3.549,5.29,0.900,bicubic,+6.211,+2.114,-6 -regnetx_064.pycls_in1k,224,84.781,15.219,96.499,3.502,26.21,0.875,bicubic,+5.721,+2.029,-51 -resnext50_32x4d.tv2_in1k,176,84.775,15.225,96.332,3.668,25.03,0.875,bilinear,+5.401,+2.030,-89 -gcresnext26ts.ch_in1k,288,84.771,15.229,96.306,3.694,10.48,1.000,bicubic,+6.333,+2.272,+9 -hrnet_w40.ms_in1k,224,84.756,15.244,96.562,3.438,57.56,0.875,bilinear,+5.832,+2.085,-43 -res2net50_26w_6s.in1k,224,84.747,15.253,96.285,3.715,37.05,0.875,bilinear,+6.163,+2.179,-14 -resnet34.a1_in1k,288,84.747,15.253,96.230,3.771,21.80,1.000,bicubic,+6.809,+2.481,+47 -poolformerv2_s12.sail_in1k,224,84.739,15.261,96.381,3.619,11.89,1.000,bicubic,+6.731,+2.517,+39 -resmlp_12_224.fb_distilled_in1k,224,84.724,15.276,96.227,3.773,15.35,0.875,bicubic,+6.776,+2.665,+43 -vit_base_patch32_384.augreg_in1k,384,84.719,15.281,96.332,3.668,88.30,1.000,bicubic,+5.965,+2.096,-31 -fbnetv3_b.ra2_in1k,224,84.709,15.291,96.475,3.525,8.60,0.950,bilinear,+6.549,+2.311,+21 -legacy_seresnet152.in1k,224,84.702,15.298,96.394,3.606,66.82,0.875,bilinear,+6.042,+2.022,-24 -bat_resnext26ts.ch_in1k,256,84.696,15.304,96.287,3.713,10.73,0.900,bicubic,+6.416,+2.173,+11 -cs3darknet_m.c2ns_in1k,288,84.689,15.310,96.496,3.504,9.31,0.950,bicubic,+7.061,+2.478,+63 -hrnet_w32.ms_in1k,224,84.677,15.323,96.415,3.585,41.23,0.875,bilinear,+6.221,+2.229,-6 -convnextv2_femto.fcmae_ft_in1k,224,84.672,15.328,96.434,3.566,5.23,0.875,bicubic,+6.188,+2.440,-11 -selecsls60b.in1k,224,84.655,15.345,96.296,3.704,32.77,0.875,bicubic,+6.245,+2.130,-2 -seresnext26d_32x4d.bt_in1k,288,84.647,15.353,96.274,3.726,16.81,0.950,bicubic,+5.821,+2.016,-46 -tf_efficientnetv2_b0.in1k,224,84.625,15.375,96.274,3.726,7.14,0.875,bicubic,+6.245,+2.248,-1 -regnetx_040.pycls_in1k,224,84.613,15.387,96.383,3.617,22.12,0.875,bicubic,+6.119,+2.141,-19 -efficientnet_b1.ft_in1k,256,84.611,15.389,96.334,3.666,7.79,1.000,bicubic,+5.812,+1.992,-46 -efficientnet_es.ra_in1k,224,84.604,15.396,96.313,3.687,5.44,0.875,bicubic,+6.512,+2.381,+17 -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,84.596,15.405,96.014,3.986,119.42,0.900,bicubic,+5.100,+1.900,-122 -hrnet_w30.ms_in1k,224,84.591,15.409,96.398,3.602,37.71,0.875,bilinear,+6.377,+2.184,+4 -regnety_032.pycls_in1k,224,84.576,15.424,96.432,3.568,19.44,0.875,bicubic,+5.680,+2.004,-60 -seresnext26t_32x4d.bt_in1k,288,84.570,15.430,96.383,3.617,16.81,0.950,bicubic,+5.832,+2.067,-46 -resnet50.bt_in1k,224,84.570,15.430,96.362,3.638,25.56,0.875,bicubic,+6.138,+2.092,-12 -wide_resnet101_2.tv_in1k,224,84.559,15.441,96.349,3.651,126.89,0.875,bilinear,+5.711,+2.037,-60 -tf_mixnet_l.in1k,224,84.559,15.441,96.247,3.753,7.33,0.875,bicubic,+5.783,+2.249,-50 -hrnet_w18_small_v2.gluon_in1k,224,84.544,15.456,96.293,3.707,15.60,0.875,bicubic,+6.360,+2.381,0 -dla60x.in1k,224,84.525,15.475,96.261,3.739,17.35,0.875,bilinear,+6.295,+2.242,-4 -seresnext26ts.ch_in1k,288,84.523,15.477,96.328,3.672,10.39,1.000,bicubic,+6.231,+2.252,-9 -legacy_seresnet101.in1k,224,84.514,15.486,96.343,3.657,49.33,0.875,bilinear,+6.118,+2.085,-17 -vit_small_patch16_224.augreg_in1k,224,84.510,15.490,96.287,3.713,22.05,0.900,bicubic,+5.668,+2.009,-64 -cs3darknet_focus_m.c2ns_in1k,288,84.480,15.520,96.426,3.574,9.30,0.950,bicubic,+7.188,+2.456,+66 -resnet50.a3_in1k,224,84.480,15.520,95.986,4.014,25.56,0.950,bicubic,+6.428,+2.206,+5 -resnet26t.ra2_in1k,256,84.476,15.524,96.208,3.792,16.01,0.940,bicubic,+6.592,+2.370,+22 -coat_lite_tiny.in1k,224,84.465,15.535,96.366,3.634,5.72,0.900,bicubic,+6.917,+2.442,+46 -tf_efficientnet_b1.in1k,240,84.461,15.539,96.086,3.914,7.79,0.882,bicubic,+5.903,+1.984,-43 -tf_efficientnet_em.in1k,240,84.459,15.541,96.187,3.813,6.90,0.882,bicubic,+6.323,+2.125,-5 -dpn68b.ra_in1k,224,84.453,15.547,96.155,3.845,12.61,0.950,bicubic,+5.909,+2.177,-44 -convnext_femto_ols.d1_in1k,224,84.433,15.567,96.227,3.773,5.23,0.875,bicubic,+6.589,+2.403,+22 -repvgg_b1.rvgg_in1k,224,84.425,15.575,96.217,3.783,57.42,0.875,bilinear,+6.053,+2.109,-24 -wide_resnet50_2.tv_in1k,224,84.408,15.592,96.247,3.753,68.88,0.875,bilinear,+5.928,+2.045,-37 -efficientnet_b1_pruned.in1k,240,84.403,15.597,96.125,3.875,6.33,0.882,bicubic,+6.151,+2.305,-20 -res2net50_26w_4s.in1k,224,84.380,15.620,96.082,3.918,25.70,0.875,bilinear,+6.394,+2.220,+2 -vit_base_patch16_224.augreg_in1k,224,84.380,15.620,96.052,3.948,86.57,0.900,bicubic,+5.238,+1.962,-102 -res2net50_14w_8s.in1k,224,84.341,15.659,96.059,3.941,25.06,0.875,bilinear,+6.195,+2.209,-14 -hardcorenas_f.miil_green_in1k,224,84.324,15.676,96.016,3.984,8.20,0.875,bilinear,+6.216,+2.216,-12 -selecsls60.in1k,224,84.284,15.716,96.091,3.909,30.67,0.875,bicubic,+6.298,+2.265,0 -hgnetv2_b0.ssld_stage2_ft_in1k,224,84.279,15.720,96.287,3.713,6.00,0.965,bicubic,+6.938,+2.501,+46 -mobilevit_s.cvnets_in1k,256,84.271,15.729,96.264,3.736,5.58,0.900,bicubic,+5.969,+2.098,-30 -resnet101.a3_in1k,160,84.260,15.740,95.960,4.040,44.55,0.950,bicubic,+6.332,+2.274,+2 -ese_vovnet19b_dw.ra_in1k,288,84.241,15.759,96.253,3.747,6.54,0.950,bicubic,+6.443,+2.475,+14 -regnetx_032.pycls_in1k,224,84.237,15.763,96.253,3.747,15.30,0.875,bicubic,+6.071,+2.163,-24 -mobileone_s3.apple_in1k,224,84.233,15.767,96.118,3.881,10.17,0.900,bilinear,+6.231,+2.209,-8 -eca_resnext26ts.ch_in1k,288,84.228,15.772,96.198,3.803,10.30,1.000,bicubic,+6.212,+2.266,-11 -convnextv2_atto.fcmae_ft_in1k,288,84.226,15.774,96.056,3.943,3.71,0.950,bicubic,+6.436,+2.367,+11 -res2next50.in1k,224,84.220,15.780,96.007,3.993,24.67,0.875,bilinear,+5.984,+2.103,-33 -convnext_atto_ols.a2_in1k,288,84.209,15.791,96.236,3.764,3.70,0.950,bicubic,+6.989,+2.536,+47 -resnet50c.gluon_in1k,224,84.205,15.795,96.165,3.835,25.58,0.875,bicubic,+6.189,+2.171,-16 -mobileone_s2.apple_in1k,224,84.192,15.808,96.063,3.937,7.88,0.900,bilinear,+6.688,+2.399,+26 -dla102.in1k,224,84.190,15.810,96.202,3.798,33.27,0.875,bilinear,+6.172,+2.254,-19 -gcresnext26ts.ch_in1k,256,84.186,15.814,96.072,3.929,10.48,0.900,bicubic,+6.370,+2.249,+3 -cs3darknet_m.c2ns_in1k,256,84.162,15.838,96.242,3.758,9.31,0.887,bicubic,+7.180,+2.640,+57 -ecaresnet50t.a3_in1k,160,84.158,15.842,95.937,4.063,25.57,0.950,bicubic,+6.378,+2.325,+5 -rexnet_100.nav_in1k,224,84.149,15.851,96.255,3.745,4.80,0.875,bicubic,+6.303,+2.379,-5 -convnext_atto.d2_in1k,288,84.149,15.851,96.200,3.800,3.70,0.950,bicubic,+7.135,+2.498,+51 -fastvit_t8.apple_dist_in1k,256,84.149,15.851,96.059,3.941,4.03,0.900,bicubic,+6.977,+2.785,+43 -densenetblur121d.ra_in1k,288,84.145,15.855,96.242,3.758,8.00,0.950,bicubic,+6.835,+2.442,+29 -seresnext26ts.ch_in1k,256,84.139,15.861,96.065,3.935,10.39,0.900,bicubic,+6.283,+2.275,-10 -inception_v3.tf_in1k,299,84.136,15.864,95.913,4.087,23.83,0.875,bicubic,+6.270,+2.273,-12 -tf_efficientnetv2_b1.in1k,192,84.134,15.866,96.037,3.963,8.14,0.882,bicubic,+6.204,+2.215,-19 -convnext_femto.d1_in1k,224,84.119,15.881,96.200,3.800,5.22,0.875,bicubic,+6.611,+2.512,+13 -res2net50_48w_2s.in1k,224,84.115,15.885,95.967,4.033,25.29,0.875,bilinear,+6.579,+2.403,+11 -xcit_tiny_12_p16_224.fb_in1k,224,84.107,15.893,96.240,3.760,6.72,1.000,bicubic,+6.965,+2.510,+36 -ghostnetv2_160.in1k,224,84.104,15.896,96.204,3.796,12.39,0.875,bicubic,+6.268,+2.262,-12 -tf_efficientnet_lite2.in1k,260,84.104,15.896,96.069,3.931,6.09,0.890,bicubic,+6.632,+2.325,+12 -resnet34d.ra2_in1k,224,84.096,15.904,95.971,4.029,21.82,0.875,bicubic,+6.992,+2.595,+34 -hgnetv2_b0.ssld_stage1_in22k_in1k,224,84.070,15.930,96.234,3.766,6.00,0.965,bicubic,+7.226,+2.622,+51 -poolformer_s12.sail_in1k,224,84.060,15.940,96.174,3.826,11.92,0.900,bicubic,+6.816,+2.636,+24 -efficientnet_b0.ra_in1k,224,84.036,15.964,95.967,4.033,5.29,0.875,bicubic,+6.340,+2.427,-9 -resnet34.a2_in1k,288,84.030,15.970,95.926,4.074,21.80,1.000,bicubic,+6.882,+2.636,+28 -crossvit_9_dagger_240.in1k,240,84.028,15.972,96.067,3.933,8.78,0.875,bicubic,+7.042,+2.465,+37 -tf_efficientnet_cc_b0_8e.in1k,224,83.998,16.002,96.035,3.965,24.01,0.875,bicubic,+6.074,+2.385,-30 -regnety_016.pycls_in1k,224,83.998,16.002,96.007,3.993,11.20,0.875,bicubic,+6.090,+2.283,-27 -resnext50_32x4d.tv_in1k,224,83.989,16.011,95.960,4.040,25.03,0.875,bilinear,+6.357,+2.286,-11 -cs3darknet_focus_m.c2ns_in1k,256,83.985,16.015,96.048,3.952,9.30,0.887,bicubic,+7.211,+2.504,+45 -resnet50.gluon_in1k,224,83.981,16.019,96.027,3.973,25.56,0.875,bicubic,+6.401,+2.301,-6 -gmixer_24_224.ra3_in1k,224,83.972,16.028,95.852,4.148,24.72,0.875,bicubic,+5.924,+2.198,-48 -hardcorenas_e.miil_green_in1k,224,83.970,16.030,95.913,4.087,8.07,0.875,bilinear,+6.180,+2.181,-21 -densenet161.tv_in1k,224,83.931,16.069,96.020,3.980,28.68,0.875,bicubic,+6.582,+2.366,+4 -mobilenetv1_125.ra4_e3600_r224_in1k,256,83.912,16.088,96.095,3.905,6.27,1.000,bicubic,+6.328,+2.301,-11 -mobilenetv2_120d.ra_in1k,224,83.904,16.096,95.909,4.091,5.83,0.875,bicubic,+6.606,+2.393,+6 -seresnext26t_32x4d.bt_in1k,224,83.889,16.111,95.941,4.059,16.81,0.875,bicubic,+5.909,+2.191,-44 -inception_v3.tf_adv_in1k,299,83.882,16.118,95.941,4.059,23.83,0.875,bicubic,+6.286,+2.215,-17 -resnext50_32x4d.a3_in1k,160,83.868,16.133,95.625,4.375,25.03,0.950,bicubic,+6.134,+2.311,-25 -resnet101.tv_in1k,224,83.863,16.137,95.892,4.108,44.55,0.875,bilinear,+6.459,+2.340,-3 -tinynet_a.in1k,192,83.842,16.158,95.805,4.195,6.19,0.875,bicubic,+6.178,+2.273,-25 -resnet26d.bt_in1k,288,83.812,16.188,95.965,4.035,16.01,0.950,bicubic,+6.388,+2.335,-6 -dpn68b.mx_in1k,224,83.803,16.197,95.986,4.014,12.61,0.875,bicubic,+6.261,+2.144,-16 -hardcorenas_d.miil_green_in1k,224,83.795,16.205,95.717,4.283,7.50,0.875,bilinear,+6.345,+2.237,-10 -inception_v3.tv_in1k,299,83.793,16.207,95.898,4.101,23.83,0.875,bicubic,+6.319,+2.424,-14 -xcit_nano_12_p8_224.fb_dist_in1k,224,83.742,16.259,95.937,4.063,3.05,1.000,bicubic,+7.413,+2.867,+53 -seresnext26d_32x4d.bt_in1k,224,83.742,16.259,95.839,4.161,16.81,0.875,bicubic,+6.156,+2.229,-23 -dla60.in1k,224,83.718,16.282,95.926,4.074,22.04,0.875,bilinear,+6.672,+2.608,+12 -resnext26ts.ra2_in1k,288,83.703,16.297,95.978,4.022,10.30,1.000,bicubic,+6.521,+2.504,+2 -eca_resnext26ts.ch_in1k,256,83.695,16.305,95.924,4.076,10.30,0.900,bicubic,+6.253,+2.348,-15 -repvgg_b1g4.rvgg_in1k,224,83.692,16.308,96.027,3.973,39.97,0.875,bilinear,+6.090,+2.183,-31 -convmixer_1024_20_ks9_p14.in1k,224,83.686,16.314,95.892,4.108,24.38,0.960,bicubic,+6.742,+2.528,+15 -skresnet34.ra_in1k,224,83.680,16.320,95.920,4.080,22.28,0.875,bicubic,+6.724,+2.602,+13 -regnetx_008.tv2_in1k,224,83.675,16.325,95.986,4.014,7.26,0.965,bicubic,+6.387,+2.324,-10 -legacy_seresnet50.in1k,224,83.660,16.340,95.963,4.037,28.09,0.875,bilinear,+6.016,+2.243,-38 -tf_efficientnet_b0.ap_in1k,224,83.660,16.340,95.796,4.204,5.29,0.875,bicubic,+6.566,+2.536,+1 -resnetrs50.tf_in1k,160,83.645,16.355,95.828,4.172,35.69,0.910,bicubic,+5.795,+2.014,-55 -tf_efficientnet_cc_b0_4e.in1k,224,83.645,16.355,95.728,4.272,13.31,0.875,bicubic,+6.321,+2.396,-17 -seresnet50.a3_in1k,224,83.645,16.355,95.679,4.321,28.09,0.950,bicubic,+6.609,+2.607,+3 -repghostnet_150.in1k,224,83.639,16.361,95.916,4.084,6.58,0.875,bicubic,+6.169,+2.418,-27 -resnet50d.a3_in1k,160,83.618,16.382,95.642,4.358,25.58,0.950,bicubic,+6.396,+2.386,-13 -densenet121.ra_in1k,288,83.598,16.402,96.048,3.952,7.98,0.950,bicubic,+7.118,+2.674,+32 -efficientnet_b1.ft_in1k,224,83.584,16.416,95.773,4.227,7.79,0.875,bicubic,+5.990,+2.143,-41 -resmlp_12_224.fb_in1k,224,83.566,16.434,95.760,4.240,15.35,0.875,bicubic,+6.906,+2.590,+17 -tf_efficientnet_b0.aa_in1k,224,83.552,16.448,95.758,4.242,5.29,0.875,bicubic,+6.669,+2.488,+6 -densenet201.tv_in1k,224,83.549,16.451,95.805,4.195,20.01,0.875,bicubic,+6.265,+2.325,-21 -mobilenetv3_large_100.miil_in21k_ft_in1k,224,83.537,16.463,95.433,4.567,5.48,0.875,bilinear,+5.627,+2.549,-68 -gernet_s.idstcv_in1k,224,83.526,16.474,95.798,4.202,8.17,0.875,bilinear,+6.624,+2.662,+2 -mixnet_m.ft_in1k,224,83.519,16.481,95.698,4.302,5.01,0.875,bicubic,+6.245,+2.270,-23 -legacy_seresnext26_32x4d.in1k,224,83.513,16.487,95.738,4.262,16.79,0.875,bicubic,+6.413,+2.406,-14 -hrnet_w18.ms_in1k,224,83.509,16.491,95.903,4.097,21.30,0.875,bilinear,+6.749,+2.457,+7 -resnet34.bt_in1k,288,83.485,16.515,95.960,4.040,21.80,0.950,bicubic,+6.977,+2.617,+20 -densenetblur121d.ra_in1k,224,83.481,16.519,95.811,4.189,8.00,0.875,bicubic,+6.909,+2.625,+13 -resnext26ts.ra2_in1k,256,83.468,16.532,95.732,4.268,10.30,0.900,bicubic,+6.694,+2.594,+2 -selecsls42b.in1k,224,83.462,16.538,95.738,4.262,32.46,0.875,bicubic,+6.276,+2.346,-25 -efficientvit_m5.r224_in1k,224,83.451,16.549,95.796,4.204,12.47,0.875,bicubic,+6.369,+2.630,-17 -resnet34.a1_in1k,224,83.438,16.562,95.519,4.481,21.80,0.950,bicubic,+7.024,+2.633,+18 -efficientformerv2_s0.snap_dist_in1k,224,83.408,16.592,95.809,4.191,3.60,0.950,bicubic,+7.292,+2.955,+25 -hardcorenas_c.miil_green_in1k,224,83.379,16.622,95.702,4.298,5.52,0.875,bilinear,+6.285,+2.510,-21 -ghostnetv2_130.in1k,224,83.364,16.636,95.830,4.170,8.96,0.875,bicubic,+6.602,+2.470,-3 -tf_efficientnet_lite1.in1k,240,83.349,16.651,95.647,4.353,5.42,0.882,bicubic,+6.677,+2.415,-1 -tf_efficientnetv2_b0.in1k,192,83.285,16.715,95.636,4.364,7.14,0.875,bicubic,+6.405,+2.452,-10 -mobilenetv1_125.ra4_e3600_r224_in1k,224,83.276,16.724,95.657,4.343,6.27,0.900,bicubic,+6.348,+2.441,-15 -fastvit_t8.apple_in1k,256,83.240,16.760,95.828,4.172,4.03,0.900,bicubic,+7.056,+2.786,+17 -tf_efficientnet_es.in1k,224,83.193,16.807,95.583,4.417,5.44,0.875,bicubic,+6.585,+2.407,-1 -mobilenetv2_140.ra_in1k,224,83.191,16.809,95.668,4.332,6.11,0.875,bicubic,+6.663,+2.660,+4 -dpn68.mx_in1k,224,83.191,16.809,95.615,4.385,12.61,0.875,bicubic,+6.853,+2.625,+11 -convnextv2_atto.fcmae_ft_in1k,224,83.191,16.809,95.527,4.473,3.71,0.875,bicubic,+6.545,+2.483,-6 -tf_mixnet_m.in1k,224,83.189,16.811,95.474,4.526,5.01,0.875,bicubic,+6.225,+2.306,-24 -regnetx_016.pycls_in1k,224,83.174,16.826,95.747,4.253,9.19,0.875,bicubic,+6.250,+2.317,-21 -mobilenetv1_100h.ra4_e3600_r224_in1k,256,83.161,16.839,95.713,4.287,5.28,0.950,bicubic,+6.567,+2.447,-6 -xcit_nano_12_p16_384.fb_dist_in1k,384,83.148,16.852,95.736,4.264,3.05,1.000,bicubic,+7.680,+3.066,+34 -levit_conv_128s.fb_dist_in1k,224,83.118,16.882,95.585,4.415,7.78,0.900,bicubic,+6.584,+2.703,-4 -ese_vovnet19b_dw.ra_in1k,224,83.101,16.899,95.794,4.206,6.54,0.875,bicubic,+6.303,+2.522,-20 -levit_128s.fb_dist_in1k,224,83.078,16.922,95.574,4.426,7.78,0.900,bicubic,+6.555,+2.700,-4 -resnet26d.bt_in1k,224,83.052,16.948,95.606,4.394,16.01,0.875,bicubic,+6.354,+2.450,-17 -repvgg_a2.rvgg_in1k,224,83.011,16.989,95.600,4.400,28.21,0.875,bilinear,+6.519,+2.584,-4 -convnext_atto_ols.a2_in1k,224,83.007,16.993,95.536,4.464,3.70,0.875,bicubic,+7.105,+2.692,+13 -resnet50.tv_in1k,224,82.969,17.031,95.474,4.526,25.56,0.875,bilinear,+6.813,+2.608,+3 -convnext_atto.d2_in1k,224,82.966,17.034,95.706,4.294,3.70,0.875,bicubic,+7.298,+2.794,+15 -resnet26.bt_in1k,288,82.939,17.061,95.726,4.274,16.00,0.950,bicubic,+6.561,+2.550,-5 -mobilenetv1_100.ra4_e3600_r224_in1k,256,82.930,17.070,95.636,4.364,4.23,0.950,bicubic,+6.844,+2.624,+2 -repghostnet_130.in1k,224,82.896,17.104,95.444,4.556,5.48,0.875,bicubic,+6.530,+2.546,-6 -hardcorenas_b.miil_green_in1k,224,82.873,17.128,95.386,4.614,5.18,0.875,bilinear,+6.320,+2.620,-17 -mobileone_s1.apple_in1k,224,82.853,17.147,95.525,4.475,4.83,0.900,bilinear,+7.079,+2.737,+8 -densenet121.ra_in1k,224,82.813,17.187,95.580,4.420,7.98,0.875,bicubic,+7.237,+2.932,+15 -mobilevitv2_075.cvnets_in1k,256,82.789,17.211,95.576,4.424,2.87,0.888,bicubic,+7.185,+2.822,+12 -resnet50.a3_in1k,160,82.766,17.234,95.085,4.915,25.56,0.950,bicubic,+6.772,+2.591,-1 -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,82.674,17.326,95.864,4.136,6.36,1.000,bicubic,+6.712,+2.588,-2 -densenet169.tv_in1k,224,82.674,17.326,95.568,4.432,14.15,0.875,bicubic,+6.752,+2.592,+1 -regnety_004.tv2_in1k,224,82.631,17.369,95.504,4.496,4.34,0.965,bicubic,+7.043,+2.806,+9 -tf_efficientnet_b0.in1k,224,82.582,17.418,95.422,4.578,5.29,0.875,bicubic,+6.046,+2.412,-24 -resnet34.a2_in1k,224,82.574,17.426,95.249,4.750,21.80,0.950,bicubic,+7.058,+2.793,+10 -edgenext_x_small.in1k,288,82.569,17.431,95.427,4.573,2.34,1.000,bicubic,+6.863,+2.667,0 -mixnet_s.ft_in1k,224,82.525,17.476,95.354,4.646,4.13,0.875,bicubic,+6.523,+2.554,-10 -regnety_008.pycls_in1k,224,82.507,17.493,95.489,4.511,6.26,0.875,bicubic,+6.173,+2.429,-17 -vit_small_patch32_224.augreg_in21k_ft_in1k,224,82.503,17.497,95.668,4.332,22.88,0.900,bicubic,+6.507,+2.396,-11 -mobilenetv1_100h.ra4_e3600_r224_in1k,224,82.405,17.595,95.194,4.806,5.28,0.875,bicubic,+6.747,+2.690,-2 -efficientnet_lite0.ra_in1k,224,82.379,17.621,95.279,4.721,4.65,0.875,bicubic,+6.889,+2.765,+6 -resnest14d.gluon_in1k,224,82.373,17.627,95.331,4.669,10.61,0.875,bilinear,+6.857,+2.817,+2 -hardcorenas_a.miil_green_in1k,224,82.335,17.666,95.271,4.729,5.26,0.875,bilinear,+6.409,+2.785,-12 -mobilenetv1_100.ra4_e3600_r224_in1k,224,82.296,17.704,95.055,4.945,4.23,0.875,bicubic,+6.912,+2.743,+7 -efficientnet_es_pruned.in1k,224,82.279,17.721,95.305,4.695,5.44,0.875,bicubic,+7.279,+2.857,+18 -mobilenetv3_rw.rmsp_in1k,224,82.277,17.723,95.239,4.761,5.48,0.875,bicubic,+6.663,+2.541,-6 -semnasnet_100.rmsp_in1k,224,82.266,17.734,95.232,4.768,3.89,0.875,bicubic,+6.802,+2.620,+2 -mobilenetv3_large_100.ra_in1k,224,82.159,17.841,95.198,4.802,5.48,0.875,bicubic,+6.373,+2.670,-14 -resnet34.bt_in1k,224,82.155,17.845,95.064,4.936,21.80,0.875,bicubic,+6.993,+2.644,+7 -mobilenetv2_110d.ra_in1k,224,82.068,17.932,95.059,4.941,4.52,0.875,bicubic,+7.014,+2.873,+12 -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,82.055,17.945,95.482,4.518,5.72,0.900,bicubic,+6.603,+2.628,-1 -mixer_b16_224.goog_in21k_ft_in1k,224,82.031,17.969,94.449,5.551,59.88,0.875,bicubic,+5.391,+2.221,-47 -tf_mixnet_s.in1k,224,82.021,17.979,95.117,4.883,4.13,0.875,bicubic,+6.369,+2.489,-14 -deit_tiny_distilled_patch16_224.fb_in1k,224,82.014,17.986,95.145,4.855,5.91,0.900,bicubic,+7.474,+3.251,+22 -repvgg_b0.rvgg_in1k,224,82.014,17.986,95.117,4.883,15.82,0.875,bilinear,+6.852,+2.947,0 -tf_efficientnet_lite0.in1k,224,81.957,18.043,95.162,4.838,4.65,0.875,bicubic,+7.111,+2.982,+11 -hrnet_w18_small_v2.ms_in1k,224,81.952,18.048,95.164,4.836,15.60,0.875,bilinear,+6.854,+2.746,+2 -resnet26.bt_in1k,224,81.937,18.063,95.249,4.750,16.00,0.875,bicubic,+6.645,+2.677,-6 -ghostnetv2_100.in1k,224,81.901,18.099,95.100,4.900,6.16,0.875,bicubic,+6.725,+2.766,-5 -edgenext_x_small.in1k,256,81.899,18.101,95.027,4.973,2.34,0.900,bicubic,+7.019,+2.723,+6 -seresnet50.a3_in1k,160,81.888,18.112,94.961,5.039,28.09,0.950,bicubic,+6.788,+2.865,-3 -tf_mobilenetv3_large_100.in1k,224,81.863,18.137,95.066,4.934,5.48,0.875,bilinear,+6.349,+2.464,-17 -tinynet_b.in1k,188,81.863,18.137,94.882,5.118,3.73,0.875,bicubic,+6.897,+2.686,+2 -pit_ti_distilled_224.in1k,224,81.779,18.221,95.094,4.906,5.10,0.900,bicubic,+7.501,+3.166,+16 -repghostnet_111.in1k,224,81.743,18.257,94.829,5.171,4.54,0.875,bicubic,+6.675,+2.645,-5 -densenet121.tv_in1k,224,81.722,18.278,95.015,4.985,7.98,0.875,bicubic,+6.974,+2.861,+3 -regnety_006.pycls_in1k,224,81.700,18.300,95.124,4.877,6.06,0.875,bicubic,+6.438,+2.598,-14 -regnetx_004_tv.tv2_in1k,224,81.688,18.312,95.055,4.945,5.50,0.965,bicubic,+7.104,+2.885,+6 -xcit_nano_12_p8_224.fb_in1k,224,81.675,18.325,95.256,4.744,3.05,1.000,bicubic,+7.775,+3.110,+19 -resnet18d.ra2_in1k,288,81.673,18.327,95.044,4.955,11.71,0.950,bicubic,+7.879,+3.210,+20 -mobilenetv4_conv_small.e2400_r224_in1k,256,81.668,18.332,94.991,5.009,3.77,0.950,bicubic,+7.024,+2.969,0 -dla34.in1k,224,81.649,18.351,94.867,5.133,15.74,0.875,bilinear,+7.017,+2.815,+1 -crossvit_9_240.in1k,240,81.632,18.368,94.987,5.013,8.55,0.875,bicubic,+7.656,+3.011,+12 -fbnetc_100.rmsp_in1k,224,81.549,18.451,94.951,5.049,5.57,0.875,bilinear,+6.435,+2.569,-17 -mobilevit_xs.cvnets_in1k,256,81.544,18.456,95.034,4.966,2.32,0.900,bicubic,+6.912,+2.686,-3 -legacy_seresnet34.in1k,224,81.542,18.458,94.901,5.098,21.96,0.875,bilinear,+6.754,+2.767,-8 -regnetx_008.pycls_in1k,224,81.515,18.485,95.059,4.941,7.26,0.875,bicubic,+6.453,+2.719,-16 -mnasnet_100.rmsp_in1k,224,81.481,18.520,94.904,5.096,4.38,0.875,bicubic,+6.819,+2.796,-8 -efficientvit_m4.r224_in1k,224,81.472,18.528,95.002,4.998,8.80,0.875,bicubic,+7.126,+3.018,-2 -resnet34.gluon_in1k,224,81.472,18.528,94.797,5.203,21.80,0.875,bicubic,+6.898,+2.809,-4 -vgg19_bn.tv_in1k,224,81.455,18.545,94.773,5.227,143.68,0.875,bilinear,+7.219,+2.929,0 -mobilenetv4_conv_small.e1200_r224_in1k,256,81.431,18.569,95.070,4.930,3.77,0.950,bicubic,+7.141,+2.958,-3 -repvgg_a1.rvgg_in1k,224,81.271,18.729,94.699,5.301,14.09,0.875,bilinear,+6.803,+2.859,-6 -vit_base_patch32_224.augreg_in1k,224,81.139,18.861,94.436,5.564,88.22,0.900,bicubic,+6.233,+2.666,-19 -convit_tiny.fb_in1k,224,81.122,18.878,95.049,4.951,5.71,0.875,bicubic,+7.996,+3.359,+16 -crossvit_tiny_240.in1k,240,81.088,18.912,94.985,5.015,7.01,0.875,bicubic,+7.758,+3.075,+11 -resnet18.a1_in1k,288,81.047,18.953,94.372,5.628,11.69,1.000,bicubic,+7.883,+3.318,+13 -repghostnet_100.in1k,224,80.936,19.064,94.528,5.472,4.07,0.875,bicubic,+6.736,+2.978,-6 -spnasnet_100.rmsp_in1k,224,80.866,19.134,94.524,5.476,4.42,0.875,bilinear,+6.784,+2.696,-6 -resnet34.a3_in1k,224,80.840,19.160,94.361,5.639,21.80,0.950,bicubic,+7.858,+3.245,+14 -mobilenetv4_conv_small.e2400_r224_in1k,224,80.799,19.201,94.603,5.397,3.77,0.875,bicubic,+7.069,+3.177,0 -efficientvit_m3.r224_in1k,224,80.699,19.301,94.558,5.442,6.90,0.875,bicubic,+7.291,+3.210,+3 -ghostnet_100.in1k,224,80.675,19.325,94.363,5.637,5.18,0.875,bicubic,+6.716,+2.821,-7 -regnetx_006.pycls_in1k,224,80.631,19.369,94.532,5.468,6.20,0.875,bicubic,+6.747,+2.866,-6 -skresnet18.ra_in1k,224,80.631,19.369,94.383,5.617,11.96,0.875,bicubic,+7.611,+3.209,+8 -regnety_004.pycls_in1k,224,80.624,19.376,94.697,5.303,4.34,0.875,bicubic,+6.618,+2.941,-12 -pit_ti_224.in1k,224,80.603,19.397,94.611,5.389,4.85,0.900,bicubic,+7.679,+3.199,+9 -resnet18.fb_swsl_ig1b_ft_in1k,224,80.564,19.436,94.758,5.242,11.69,0.875,bilinear,+7.276,+3.004,+1 -mobilenetv4_conv_small.e1200_r224_in1k,224,80.543,19.457,94.383,5.617,3.77,0.875,bicubic,+7.107,+3.041,-5 -vgg16_bn.tv_in1k,224,80.535,19.465,94.581,5.419,138.37,0.875,bilinear,+7.179,+3.081,-4 -semnasnet_075.rmsp_in1k,224,80.486,19.515,94.323,5.677,2.91,0.875,bicubic,+7.478,+3.197,+2 -hrnet_w18_small.gluon_in1k,224,80.411,19.589,94.018,5.982,13.19,0.875,bicubic,+6.479,+2.846,-15 -resnet34.tv_in1k,224,80.394,19.606,94.408,5.592,21.80,0.875,bilinear,+7.096,+2.986,-5 -resnet18d.ra2_in1k,224,80.392,19.608,94.229,5.771,11.71,0.875,bicubic,+8.124,+3.547,+11 -resnet18.a2_in1k,288,80.289,19.711,94.094,5.906,11.69,1.000,bicubic,+7.927,+3.478,+6 -xcit_nano_12_p16_224.fb_dist_in1k,224,80.249,19.752,94.361,5.639,3.05,1.000,bicubic,+7.931,+3.535,+7 -mobilenetv2_100.ra_in1k,224,80.240,19.760,94.195,5.805,3.50,0.875,bicubic,+7.304,+3.193,-2 -vit_base_patch32_224.sam_in1k,224,80.221,19.779,93.825,6.175,88.22,0.900,bicubic,+6.515,+2.813,-16 -resnet18.fb_ssl_yfcc100m_ft_in1k,224,80.112,19.888,94.590,5.410,11.69,0.875,bilinear,+7.476,+3.174,-2 -tf_mobilenetv3_large_075.in1k,224,80.080,19.920,94.191,5.809,3.99,0.875,bilinear,+6.632,+2.847,-17 -deit_tiny_patch16_224.fb_in1k,224,80.024,19.976,94.451,5.549,5.72,0.900,bicubic,+7.828,+3.351,+7 -hrnet_w18_small.ms_in1k,224,79.533,20.467,93.911,6.089,13.19,0.875,bilinear,+7.199,+3.225,0 -repvgg_a0.rvgg_in1k,224,79.529,20.471,93.768,6.232,9.11,0.875,bilinear,+7.105,+3.254,-4 -vgg19.tv_in1k,224,79.486,20.514,93.868,6.132,143.67,0.875,bilinear,+7.086,+2.990,-4 -regnetx_004.pycls_in1k,224,79.450,20.550,93.862,6.138,5.16,0.875,bicubic,+7.018,+3.014,-7 -resnet18.a1_in1k,224,79.450,20.550,93.655,6.345,11.69,0.950,bicubic,+7.962,+3.579,+10 -tf_mobilenetv3_large_minimal_100.in1k,224,79.251,20.749,93.734,6.266,3.92,0.875,bilinear,+6.981,+3.072,-3 -edgenext_xx_small.in1k,288,79.211,20.789,93.823,6.177,1.33,1.000,bicubic,+7.325,+3.289,+3 -legacy_seresnet18.in1k,224,79.155,20.845,93.774,6.226,11.78,0.875,bicubic,+7.413,+3.434,+4 -resnet14t.c3_in1k,224,79.126,20.875,93.599,6.401,10.08,0.950,bicubic,+6.883,+3.281,-4 -repghostnet_080.in1k,224,79.108,20.892,93.687,6.313,3.28,0.875,bicubic,+6.872,+3.197,-4 -vgg16.tv_in1k,224,79.038,20.962,93.657,6.343,138.36,0.875,bilinear,+7.438,+3.259,+2 -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,79.025,20.975,93.872,6.128,6.34,0.900,bicubic,+7.205,+3.058,-1 -vgg13_bn.tv_in1k,224,78.985,21.015,93.640,6.360,133.05,0.875,bilinear,+7.429,+3.268,+1 -lcnet_100.ra2_in1k,224,78.906,21.094,93.537,6.463,2.95,0.875,bicubic,+6.778,+3.169,-6 -pvt_v2_b0.in1k,224,78.739,21.261,93.855,6.145,3.67,0.900,bicubic,+8.083,+3.643,+8 -edgenext_xx_small.in1k,256,78.694,21.306,93.505,6.495,1.33,0.900,bicubic,+7.578,+3.465,+4 -efficientvit_m2.r224_in1k,224,78.615,21.385,93.561,6.439,4.19,0.875,bicubic,+7.815,+3.401,+5 -mobileone_s0.apple_in1k,224,78.513,21.487,93.337,6.663,5.29,0.875,bilinear,+7.115,+3.472,-1 -resnet18.a2_in1k,224,78.489,21.511,93.294,6.706,11.69,0.950,bicubic,+7.855,+3.808,+5 -efficientvit_b0.r224_in1k,224,78.442,21.558,92.796,7.204,3.41,0.950,bicubic,+7.038,+3.362,-4 -tinynet_c.in1k,184,78.429,21.571,93.140,6.860,2.46,0.875,bicubic,+7.205,+3.394,-2 -resnet18.gluon_in1k,224,78.387,21.613,93.132,6.869,11.69,0.875,bicubic,+7.543,+3.382,-1 -resnet14t.c3_in1k,176,78.329,21.671,93.140,6.860,10.08,0.875,bicubic,+7.011,+3.460,-5 -resnet34.a3_in1k,160,78.291,21.709,93.208,6.792,21.80,0.950,bicubic,+7.719,+3.686,+1 -mobilevitv2_050.cvnets_in1k,256,78.128,21.872,93.580,6.420,1.37,0.888,bicubic,+7.970,+3.644,+3 -vgg11_bn.tv_in1k,224,77.951,22.049,93.232,6.768,132.87,0.875,bilinear,+7.567,+3.424,0 -xcit_nano_12_p16_224.fb_in1k,224,77.906,22.094,93.435,6.565,3.05,1.000,bicubic,+7.924,+3.653,+2 -regnety_002.pycls_in1k,224,77.415,22.585,92.909,7.090,3.16,0.875,bicubic,+7.121,+3.375,-1 -mixer_l16_224.goog_in21k_ft_in1k,224,77.319,22.681,90.542,9.458,208.20,0.875,bicubic,+5.229,+2.892,-20 -resnet18.tv_in1k,224,77.291,22.709,92.760,7.240,11.69,0.875,bilinear,+7.540,+3.680,+1 -vgg13.tv_in1k,224,77.234,22.766,92.704,7.295,133.05,0.875,bilinear,+7.294,+3.448,-1 -mobilevit_xxs.cvnets_in1k,256,76.604,23.396,92.675,7.325,1.27,0.900,bicubic,+7.676,+3.735,+2 -resnet18.a3_in1k,224,76.442,23.558,92.228,7.772,11.69,0.950,bicubic,+8.196,+4.070,+6 -efficientvit_m1.r224_in1k,224,76.405,23.595,92.551,7.449,2.98,0.875,bicubic,+8.053,+3.867,+3 -vgg11.tv_in1k,224,76.395,23.605,92.160,7.840,132.86,0.875,bilinear,+7.347,+3.528,-3 -repghostnet_058.in1k,224,76.262,23.738,92.064,7.936,2.55,0.875,bicubic,+7.328,+3.678,-3 -resnet10t.c3_in1k,224,76.164,23.836,92.207,7.793,5.44,0.950,bicubic,+7.818,+4.185,+1 -regnetx_002.pycls_in1k,224,76.124,23.876,92.196,7.804,2.68,0.875,bicubic,+7.364,+3.632,-2 -lcnet_075.ra2_in1k,224,76.053,23.947,92.083,7.917,2.36,0.875,bicubic,+7.269,+3.695,-4 -dla60x_c.in1k,224,75.671,24.329,92.164,7.836,1.32,0.875,bilinear,+7.743,+3.738,+1 -mobilenetv3_small_100.lamb_in1k,224,74.879,25.121,91.483,8.517,2.54,0.875,bicubic,+7.241,+3.833,+1 -tf_mobilenetv3_small_100.in1k,224,74.729,25.271,91.268,8.732,2.54,0.875,bilinear,+6.797,+3.584,-2 -resnet10t.c3_in1k,176,74.541,25.459,91.174,8.826,5.44,0.875,bicubic,+7.817,+4.200,+2 -tinynet_d.in1k,152,74.272,25.727,90.924,9.076,2.34,0.875,bicubic,+7.306,+3.860,0 -repghostnet_050.in1k,224,74.255,25.745,90.830,9.170,2.31,0.875,bicubic,+7.275,+3.890,-2 -mnasnet_small.lamb_in1k,224,73.805,26.195,90.713,9.287,2.03,0.875,bicubic,+7.609,+4.241,0 -dla46x_c.in1k,224,73.638,26.362,91.114,8.886,1.07,0.875,bilinear,+7.630,+4.168,0 -resnet18.a3_in1k,160,73.626,26.374,90.618,9.382,11.69,0.950,bicubic,+7.962,+4.340,+2 -mobilenetv2_050.lamb_in1k,224,73.440,26.560,90.330,9.670,1.97,0.875,bicubic,+7.510,+4.228,-1 -tf_mobilenetv3_small_075.in1k,224,72.825,27.175,90.042,9.958,2.04,0.875,bilinear,+7.093,+3.900,-1 -dla46_c.in1k,224,72.611,27.389,90.501,9.499,1.30,0.875,bilinear,+7.731,+4.171,+1 -mobilenetv3_small_075.lamb_in1k,224,72.321,27.679,89.698,10.302,2.04,0.875,bicubic,+7.055,+4.232,-1 -efficientvit_m0.r224_in1k,224,71.106,28.894,89.589,10.411,2.35,0.875,bicubic,+7.812,+4.439,0 -lcnet_050.ra2_in1k,224,70.438,29.562,88.829,11.171,1.88,0.875,bicubic,+7.308,+4.429,0 -tf_mobilenetv3_small_minimal_100.in1k,224,70.066,29.934,88.530,11.470,2.04,0.875,bilinear,+7.172,+4.246,0 -tinynet_e.in1k,106,66.836,33.164,86.259,13.741,2.04,0.875,bicubic,+6.962,+4.489,0 -mobilenetv3_small_050.lamb_in1k,224,64.705,35.295,84.835,15.165,1.59,0.875,bicubic,+6.781,+4.693,0 -test_efficientnet.r160_in1k,160,52.858,47.142,76.826,23.174,0.36,0.875,bicubic,+6.434,+5.868,0 -test_byobnet.r160_in1k,160,51.991,48.009,76.403,23.597,0.46,0.875,bicubic,+6.591,+5.793,0 -test_vit.r160_in1k,160,46.762,53.238,72.658,27.342,0.37,0.875,bicubic,+5.930,+5.452,0 +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,91.1438,8.8562,98.7254,1.2746,305.08,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,91.0776,8.9224,98.6037,1.3963,1013.01,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,91.0498,8.9502,98.6848,1.3152,305.08,1.0,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,90.9495,9.0505,98.6741,1.3259,1014.45,1.0,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.9388,9.0612,98.6485,1.3515,414.14,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,90.9302,9.0698,98.6784,1.3216,305.08,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,90.911,9.089,98.8108,1.1892,87.12,1.0,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,90.9068,9.0932,98.7809,1.2191,304.53,1.0,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,90.8961,9.1039,98.6827,1.3173,1012.56,0.9,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,90.8961,9.1039,98.6613,1.3387,1013.01,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.8854,9.1146,98.6592,1.3408,305.08,1.0,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,90.8769,9.1231,98.7211,1.2789,304.53,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,90.8043,9.1957,98.862,1.138,98.75,1.0,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.7979,9.2021,98.6869,1.3131,429.38,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,90.7893,9.2107,98.7382,1.2618,87.12,1.0,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,90.7167,9.2833,98.7424,1.2576,136.5,1.0,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,90.7146,9.2854,98.7702,1.2298,305.67,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,90.7018,9.2982,98.8214,1.1786,200.13,1.0,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,90.6698,9.3302,98.7617,1.2383,200.13,1.0,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.6676,9.3324,98.8065,1.1935,846.47,1.0,bicubic +regnety_1280.swag_ft_in1k,384,90.6612,9.3388,98.8193,1.1807,644.81,1.0,bicubic +volo_d5_512.sail_in1k,512,90.6335,9.3665,98.7019,1.2981,296.09,1.15,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,90.6143,9.3857,98.7723,1.2277,136.33,1.0,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,90.5993,9.4007,98.7723,1.2277,305.0,1.0,bicubic +volo_d5_448.sail_in1k,448,90.5865,9.4135,98.6912,1.3088,295.91,1.15,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.5758,9.4242,98.6229,1.3771,116.14,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,90.5694,9.4306,98.7766,1.2234,480.31,0.96,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,90.5673,9.4327,98.7019,1.2981,119.88,1.0,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,90.5609,9.4391,98.6997,1.3003,304.14,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,90.5566,9.4434,98.8001,1.1999,200.13,1.0,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,90.5481,9.4519,98.6741,1.3259,304.53,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,90.5395,9.4605,98.7702,1.2298,350.2,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,90.5267,9.4733,98.7083,1.2917,480.31,0.936,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,90.5267,9.4733,98.7681,1.2319,304.14,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,90.5246,9.4754,98.704,1.296,660.29,1.0,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,90.5203,9.4797,98.7958,1.2042,101.66,1.0,bicubic +volo_d4_448.sail_in1k,448,90.5096,9.4904,98.5951,1.4049,193.41,1.15,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,90.5054,9.4946,98.5973,1.4027,475.77,1.0,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.5032,9.4968,98.6272,1.3728,632.46,1.0,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,90.4926,9.5074,98.6528,1.3472,304.57,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,90.4862,9.5138,98.7723,1.2277,99.88,1.0,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,90.4819,9.5181,98.7019,1.2981,304.57,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,90.4755,9.5245,98.6827,1.3173,660.29,1.0,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,90.4733,9.5267,98.6699,1.3301,56.2,1.0,bicubic +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,90.4435,9.5565,98.7489,1.2511,87.92,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k,224,90.4413,9.5587,98.7659,1.2341,98.75,1.0,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.4413,9.5587,98.7467,1.2533,116.09,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.4392,9.5608,98.64,1.36,632.05,1.0,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,90.4349,9.5651,98.6891,1.3109,64.27,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.4285,9.5715,98.6442,1.3558,304.53,1.0,bicubic +beit_base_patch16_384.in22k_ft_in22k_in1k,384,90.4072,9.5928,98.7382,1.2618,86.74,1.0,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,90.3943,9.6057,98.6464,1.3536,73.88,1.0,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,90.3751,9.6249,98.64,1.36,212.33,1.0,bicubic +convnextv2_base.fcmae_ft_in22k_in1k_384,384,90.3751,9.6249,98.6656,1.3344,88.72,1.0,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,90.373,9.627,98.5823,1.4177,475.32,1.0,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,90.3687,9.6313,98.6805,1.3195,119.65,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,90.3623,9.6377,98.6656,1.3344,304.2,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,90.3623,9.6377,98.5823,1.4177,304.43,0.95,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,90.3581,9.6419,98.7702,1.2298,88.59,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,90.3538,9.6462,98.6464,1.3536,197.96,1.0,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,90.3538,9.6462,98.736,1.264,149.39,1.0,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,90.3495,9.6505,98.6485,1.3515,200.13,1.0,bicubic +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,90.3452,9.6548,98.7745,1.2255,136.06,1.0,bicubic +convnext_base.fb_in22k_ft_in1k_384,384,90.3431,9.6569,98.7958,1.2042,88.59,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in1k,336,90.341,9.659,98.5951,1.4049,304.53,1.0,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.326,9.674,98.6699,1.3301,304.2,1.0,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,90.3175,9.6825,98.6699,1.3301,212.03,1.0,bicubic +caformer_s36.sail_in22k_ft_in1k_384,384,90.3153,9.6847,98.8065,1.1935,39.3,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,90.3111,9.6889,98.6421,1.3579,304.2,1.0,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,90.3068,9.6932,98.6656,1.3344,197.77,1.0,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,90.2791,9.7209,98.7638,1.2362,134.42,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k,224,90.2513,9.7487,98.7019,1.2981,99.88,1.0,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,90.2513,9.7487,98.657,1.343,57.05,1.0,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,90.247,9.753,98.6293,1.3707,304.76,1.0,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,90.2406,9.7594,98.783,1.217,93.59,1.0,bicubic +dm_nfnet_f6.dm_in1k,576,90.2406,9.7594,98.6293,1.3707,438.36,0.956,bicubic +convnextv2_huge.fcmae_ft_in1k,288,90.2364,9.7636,98.5503,1.4497,660.29,1.0,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,90.2193,9.7807,98.6528,1.3472,304.72,1.0,bicubic +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,90.215,9.785,98.6357,1.3643,632.13,1.0,bicubic +tf_efficientnetv2_l.in21k_ft_in1k,480,90.2129,9.7871,98.7254,1.2746,118.52,1.0,bicubic +regnety_320.swag_ft_in1k,384,90.2107,9.7893,98.7723,1.2277,145.05,1.0,bicubic +nextvit_large.bd_ssld_6m_in1k_384,384,90.2107,9.7893,98.7937,1.2063,57.87,1.0,bicubic +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,90.2065,9.7935,98.6506,1.3494,86.86,0.95,bicubic +vit_base_patch16_clip_384.laion2b_ft_in1k,384,90.1915,9.8085,98.6976,1.3024,86.86,1.0,bicubic 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+fastvit_sa24.apple_in1k,256,87.6487,12.3513,97.7027,2.2973,21.55,0.9,bicubic +efficientvit_b2.r256_in1k,256,87.6444,12.3556,97.4593,2.5407,24.33,1.0,bicubic +maxvit_nano_rw_256.sw_in1k,256,87.6422,12.3578,97.5212,2.4788,15.45,0.95,bicubic +maxxvitv2_nano_rw_256.sw_in1k,256,87.6422,12.3578,97.534,2.466,23.7,0.95,bicubic +resnet101.a1h_in1k,288,87.6358,12.3642,97.5596,2.4404,44.55,1.0,bicubic +xcit_medium_24_p8_224.fb_in1k,224,87.6358,12.3642,97.2009,2.7991,84.32,1.0,bicubic +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,87.6358,12.3642,97.4465,2.5535,86.46,1.0,bicubic +twins_svt_base.in1k,224,87.6316,12.3684,97.5255,2.4745,56.07,0.9,bicubic +swinv2_tiny_window16_256.ms_in1k,256,87.6252,12.3748,97.5489,2.4511,28.35,0.9,bicubic +tf_efficientnet_b4.in1k,380,87.6124,12.3876,97.5916,2.4084,19.34,0.922,bicubic +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,87.6124,12.3876,97.8265,2.1735,194.03,0.875,bilinear +flexivit_small.300ep_in1k,240,87.6102,12.3898,97.613,2.387,22.06,0.95,bicubic +convnext_nano.in12k_ft_in1k,224,87.6038,12.3962,97.7966,2.2034,15.59,0.95,bicubic +cs3se_edgenet_x.c2ns_in1k,256,87.5995,12.4005,97.645,2.355,50.72,0.95,bicubic +nest_base_jx.goog_in1k,224,87.5995,12.4005,97.5148,2.4852,67.72,0.875,bicubic +convnextv2_tiny.fcmae_ft_in1k,224,87.5995,12.4005,97.6002,2.3998,28.64,0.875,bicubic +convnextv2_nano.fcmae_ft_in1k,288,87.591,12.409,97.6941,2.3059,15.62,1.0,bicubic +regnetv_040.ra3_in1k,224,87.5889,12.4111,97.6706,2.3294,20.64,0.95,bicubic +tnt_b_patch16_224.in1k,224,87.5846,12.4154,97.4806,2.5194,65.43,0.9,bicubic +resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,87.5739,12.4261,97.6429,2.3571,25.03,0.875,bilinear +regnetz_c16.ra3_in1k,256,87.5739,12.4261,97.6215,2.3785,13.46,0.94,bicubic +sequencer2d_m.in1k,224,87.5718,12.4282,97.5831,2.4169,38.31,0.875,bicubic +tf_efficientnet_b2.ns_jft_in1k,260,87.5697,12.4303,97.6514,2.3486,9.11,0.89,bicubic +naflexvit_base_patch16_gap.e300_s576_in1k,384,87.5697,12.4303,97.3717,2.6283,86.63,1.0,bicubic +levit_384.fb_dist_in1k,224,87.5654,12.4346,97.5489,2.4511,39.13,0.9,bicubic +levit_conv_384.fb_dist_in1k,224,87.5654,12.4346,97.5489,2.4511,39.13,0.9,bicubic +vit_base_patch32_clip_224.laion2b_ft_in1k,224,87.5654,12.4346,97.5767,2.4233,88.22,0.9,bicubic +davit_tiny.msft_in1k,224,87.5611,12.4389,97.5788,2.4212,28.36,0.95,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,256,87.5547,12.4453,97.5191,2.4809,38.61,0.95,bicubic +ecaresnet50t.ra2_in1k,320,87.5504,12.4496,97.6664,2.3336,25.57,0.95,bicubic +regnetx_320.tv2_in1k,224,87.5462,12.4538,97.5682,2.4318,107.81,0.965,bicubic +inception_next_tiny.sail_in1k,224,87.527,12.473,97.5276,2.4724,28.06,0.875,bicubic +nest_small_jx.goog_in1k,224,87.5099,12.4901,97.5191,2.4809,38.35,0.875,bicubic +pvt_v2_b2_li.in1k,224,87.5099,12.4901,97.4742,2.5258,22.55,0.9,bicubic +vit_base_patch16_rpn_224.sw_in1k,224,87.5077,12.4923,97.4892,2.5108,86.54,0.9,bicubic +efficientformerv2_s2.snap_dist_in1k,224,87.5077,12.4923,97.6151,2.3849,12.71,0.95,bicubic +edgenext_small.usi_in1k,320,87.5056,12.4944,97.5874,2.4126,5.59,1.0,bicubic +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,87.4907,12.5093,97.8009,2.1991,236.34,0.875,bicubic +coatnet_bn_0_rw_224.sw_in1k,224,87.4843,12.5157,97.5532,2.4468,27.44,0.95,bicubic +rexnetr_200.sw_in12k_ft_in1k,224,87.4843,12.5157,97.7646,2.2354,16.52,0.95,bicubic +efficientnet_b3.ra2_in1k,320,87.48,12.52,97.6984,2.3016,12.23,1.0,bicubic +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,87.4714,12.5286,97.5276,2.4724,86.43,0.9,bicubic +regnety_080_tv.tv2_in1k,224,87.4714,12.5286,97.6343,2.3657,39.38,0.965,bicubic +vit_relpos_base_patch16_224.sw_in1k,224,87.4714,12.5286,97.5575,2.4425,86.43,0.9,bicubic +resnet152.a1h_in1k,224,87.4586,12.5414,97.3995,2.6005,60.19,0.95,bicubic +regnetx_160.tv2_in1k,224,87.4522,12.5478,97.4315,2.5685,54.28,0.965,bicubic +fbnetv3_g.ra2_in1k,288,87.448,12.552,97.5468,2.4532,16.62,0.95,bilinear +wide_resnet50_2.racm_in1k,288,87.4458,12.5542,97.5618,2.4382,68.88,0.95,bicubic +resnext101_64x4d.c1_in1k,288,87.4373,12.5627,97.4379,2.5621,83.46,1.0,bicubic +resnet61q.ra2_in1k,288,87.4351,12.5649,97.6066,2.3934,36.85,1.0,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,224,87.4245,12.5755,97.5981,2.4019,15.62,0.875,bicubic +poolformerv2_m48.sail_in1k,224,87.4245,12.5755,97.4059,2.5941,73.35,1.0,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,224,87.4202,12.5798,97.6493,2.3507,11.22,0.965,bicubic +cs3sedarknet_l.c2ns_in1k,288,87.4181,12.5819,97.566,2.434,21.91,0.95,bicubic +cait_xxs24_384.fb_dist_in1k,384,87.4138,12.5862,97.6194,2.3806,12.03,1.0,bicubic +tresnet_l.miil_in1k_448,448,87.4031,12.5969,97.487,2.513,55.99,0.875,bilinear +cs3darknet_x.c2ns_in1k,288,87.3967,12.6033,97.6002,2.3998,35.05,1.0,bicubic +resnet51q.ra2_in1k,288,87.386,12.614,97.5852,2.4148,35.7,1.0,bilinear +xcit_tiny_24_p8_224.fb_in1k,224,87.3839,12.6161,97.6386,2.3614,12.11,1.0,bicubic +nasnetalarge.tf_in1k,331,87.3711,12.6289,97.4294,2.5706,88.75,0.911,bicubic +sequencer2d_s.in1k,224,87.3711,12.6289,97.3952,2.6048,27.65,0.875,bicubic +swinv2_cr_small_224.sw_in1k,224,87.369,12.631,97.3376,2.6624,49.7,0.9,bicubic +coat_lite_small.in1k,224,87.3668,12.6332,97.3675,2.6325,19.84,0.9,bicubic +pvt_v2_b2.in1k,224,87.3647,12.6353,97.5276,2.4724,25.36,0.9,bicubic +nfnet_l0.ra2_in1k,224,87.3626,12.6374,97.5169,2.4831,35.07,0.9,bicubic +seresnext50_32x4d.racm_in1k,288,87.3604,12.6396,97.6023,2.3977,27.56,0.95,bicubic +resnetv2_50d_gn.ah_in1k,288,87.3583,12.6417,97.5361,2.4639,25.57,1.0,bicubic +resnet101d.ra2_in1k,256,87.3583,12.6417,97.6194,2.3806,44.57,0.95,bicubic +vit_relpos_medium_patch16_cls_224.sw_in1k,224,87.3583,12.6417,97.455,2.545,38.76,0.9,bicubic +fastvit_sa12.apple_dist_in1k,256,87.354,12.646,97.4913,2.5087,11.58,0.9,bicubic +hiera_tiny_224.mae_in1k_ft_in1k,224,87.3433,12.6567,97.376,2.624,27.91,0.9,bicubic +crossvit_18_dagger_240.in1k,240,87.3348,12.6652,97.4529,2.5471,44.27,0.875,bicubic +wide_resnet101_2.tv2_in1k,224,87.3284,12.6716,97.3974,2.6026,126.89,0.965,bilinear +repvit_m3.dist_in1k,224,87.3241,12.6759,97.4742,2.5258,10.68,0.95,bicubic +regnety_040.ra3_in1k,224,87.3177,12.6823,97.6066,2.3934,20.65,0.95,bicubic +resnext101_32x8d.tv2_in1k,224,87.3113,12.6887,97.5575,2.4425,88.79,0.965,bilinear +crossvit_18_240.in1k,240,87.3092,12.6908,97.4849,2.5151,43.27,0.875,bicubic +convnext_tiny.fb_in1k,224,87.3092,12.6908,97.4443,2.5557,28.59,0.875,bicubic +focalnet_tiny_srf.ms_in1k,224,87.307,12.693,97.4123,2.5877,28.43,0.9,bicubic +resnetv2_101.a1h_in1k,224,87.3006,12.6994,97.329,2.671,44.54,0.95,bicubic +ecaresnet50d.miil_in1k,288,87.2985,12.7015,97.6642,2.3358,25.58,0.95,bicubic +resnest101e.in1k,256,87.2985,12.7015,97.5575,2.4425,48.28,0.875,bilinear +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,87.2964,12.7036,97.8009,2.1991,28.29,0.9,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,87.2942,12.7058,97.5639,2.4361,14.62,1.0,bilinear +ecaresnet101d.miil_in1k,224,87.2921,12.7079,97.5596,2.4404,44.57,0.875,bicubic +cs3sedarknet_x.c2ns_in1k,256,87.2857,12.7143,97.534,2.466,35.4,0.887,bicubic +tiny_vit_11m_224.in1k,224,87.2857,12.7143,97.4998,2.5002,11.0,0.95,bicubic +hrnet_w18_ssld.paddle_in1k,224,87.2836,12.7164,97.4806,2.5194,21.3,0.95,bilinear +gcvit_xtiny.in1k,224,87.2836,12.7164,97.4806,2.5194,19.98,0.875,bicubic +eca_nfnet_l0.ra2_in1k,224,87.2814,12.7186,97.5511,2.4489,24.14,0.9,bicubic +coatnet_rmlp_nano_rw_224.sw_in1k,224,87.2772,12.7228,97.4465,2.5535,15.15,0.9,bicubic +coatnext_nano_rw_224.sw_in1k,224,87.2729,12.7271,97.5212,2.4788,14.7,0.9,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,320,87.2686,12.7314,97.5233,2.4767,9.72,1.0,bicubic +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,87.2579,12.7421,97.4486,2.5514,38.73,0.9,bicubic +ecaresnet101d_pruned.miil_in1k,288,87.2579,12.7421,97.7133,2.2867,24.88,0.95,bicubic +regnety_160.tv2_in1k,224,87.243,12.757,97.4721,2.5279,83.59,0.965,bicubic +regnety_032.ra_in1k,224,87.243,12.757,97.5489,2.4511,19.44,0.95,bicubic +tresnet_xl.miil_in1k,224,87.2366,12.7634,97.3952,2.6048,78.44,0.875,bilinear +resnetrs101.tf_in1k,288,87.2323,12.7677,97.4571,2.5429,63.62,0.94,bicubic +poolformer_m48.sail_in1k,224,87.2323,12.7677,97.3077,2.6923,73.47,0.95,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,87.2302,12.7698,97.4166,2.5834,59.88,0.875,bilinear +xcit_tiny_12_p8_224.fb_dist_in1k,224,87.2259,12.7741,97.4379,2.5621,6.71,1.0,bicubic +resnetv2_50d_evos.ah_in1k,288,87.2152,12.7848,97.423,2.577,25.59,1.0,bicubic +xcit_tiny_12_p16_384.fb_dist_in1k,384,87.2088,12.7912,97.4678,2.5322,6.72,1.0,bicubic +tf_efficientnet_b3.ap_in1k,300,87.2088,12.7912,97.3931,2.6069,12.23,0.904,bicubic +convit_base.fb_in1k,224,87.2003,12.7997,97.297,2.703,86.54,0.875,bicubic +resnet152.tv2_in1k,224,87.1939,12.8061,97.4102,2.5898,60.19,0.965,bilinear +vit_base_patch32_clip_224.openai_ft_in1k,224,87.1853,12.8147,97.4614,2.5386,88.22,0.9,bicubic 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+tf_mixnet_m.in1k,224,83.1906,16.8094,95.4822,4.5178,5.01,0.875,bicubic +mobilenetv2_140.ra_in1k,224,83.1906,16.8094,95.668,4.332,6.11,0.875,bicubic +convnextv2_atto.fcmae_ft_in1k,224,83.1885,16.8115,95.5206,4.4794,3.71,0.875,bicubic +dpn68.mx_in1k,224,83.1821,16.8179,95.6317,4.3683,12.61,0.875,bicubic +regnetx_016.pycls_in1k,224,83.1821,16.8179,95.7512,4.2488,9.19,0.875,bicubic +mobilenetv1_100h.ra4_e3600_r224_in1k,256,83.1586,16.8414,95.7149,4.2851,5.28,0.95,bicubic +xcit_nano_12_p16_384.fb_dist_in1k,384,83.1394,16.8606,95.732,4.268,3.05,1.0,bicubic +levit_conv_128s.fb_dist_in1k,224,83.118,16.882,95.5847,4.4153,7.78,0.9,bicubic +resnet18d.ra4_e3600_r224_in1k,288,83.1095,16.8905,95.6978,4.3022,11.71,1.0,bicubic +ese_vovnet19b_dw.ra_in1k,224,83.101,16.899,95.7939,4.2061,6.54,0.875,bicubic +levit_128s.fb_dist_in1k,224,83.0775,16.9225,95.574,4.426,7.78,0.9,bicubic +resnet26d.bt_in1k,224,83.0519,16.9481,95.606,4.394,16.01,0.875,bicubic 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+swiftformer_xs.dist_in1k,224,82.1658,17.8342,95.179,4.821,3.48,0.95,bicubic +resnet34.bt_in1k,224,82.1637,17.8363,95.0552,4.9448,21.8,0.875,bicubic +mobilenetv2_110d.ra_in1k,224,82.0804,17.9196,95.0637,4.9363,4.52,0.875,bicubic +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,82.0612,17.9388,95.4929,4.5071,5.72,0.9,bicubic +shvit_s2.in1k,224,82.027,17.973,95.1897,4.8103,11.48,0.875,bicubic +tf_mixnet_s.in1k,224,82.027,17.973,95.1192,4.8808,4.13,0.875,bicubic +repvgg_b0.rvgg_in1k,224,82.0185,17.9815,95.1171,4.8829,15.82,0.875,bilinear +mixer_b16_224.goog_in21k_ft_in1k,224,82.0121,17.9879,94.4552,5.5448,59.88,0.875,bicubic +deit_tiny_distilled_patch16_224.fb_in1k,224,82.0121,17.9879,95.1449,4.8551,5.91,0.9,bicubic +hrnet_w18_small_v2.ms_in1k,224,81.9694,18.0306,95.1662,4.8338,15.6,0.875,bilinear +starnet_s2.in1k,224,81.9672,18.0328,95.3413,4.6587,3.68,0.875,bicubic +tf_efficientnet_lite0.in1k,224,81.9566,18.0434,95.1619,4.8381,4.65,0.875,bicubic 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+vgg16_bn.tv_in1k,224,80.5325,19.4675,94.5769,5.4231,138.37,0.875,bilinear +semnasnet_075.rmsp_in1k,224,80.4919,19.5081,94.3293,5.6707,2.91,0.875,bicubic +hrnet_w18_small.gluon_in1k,224,80.4065,19.5935,94.024,5.976,13.19,0.875,bicubic +resnet18d.ra2_in1k,224,80.4001,19.5999,94.2567,5.7433,11.71,0.875,bicubic +resnet34.tv_in1k,224,80.3958,19.6042,94.4083,5.5917,21.8,0.875,bilinear +convnext_zepto_rms.ra4_e3600_r224_in1k,224,80.3211,19.6789,94.2118,5.7882,2.16,0.875,bicubic +resnet18.a2_in1k,288,80.2891,19.7109,94.0987,5.9013,11.69,1.0,bicubic +xcit_nano_12_p16_224.fb_dist_in1k,224,80.2464,19.7536,94.3613,5.6387,3.05,1.0,bicubic +mobilenetv2_100.ra_in1k,224,80.225,19.775,94.2161,5.7839,3.5,0.875,bicubic +vit_base_patch32_224.sam_in1k,224,80.2165,19.7835,93.8233,6.1767,88.22,0.9,bicubic +shvit_s1.in1k,224,80.1695,19.8305,94.2396,5.7604,6.33,0.875,bicubic +resnet18.fb_ssl_yfcc100m_ft_in1k,224,80.1119,19.8881,94.5897,5.4103,11.69,0.875,bilinear +tf_mobilenetv3_large_075.in1k,224,80.0777,19.9223,94.182,5.818,3.99,0.875,bilinear +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,80.0457,19.9543,94.3399,5.6601,3.27,0.887,bicubic +deit_tiny_patch16_224.fb_in1k,224,80.0265,19.9735,94.4638,5.5362,5.72,0.9,bicubic +repvgg_a0.rvgg_in1k,224,79.5418,20.4582,93.7806,6.2194,9.11,0.875,bilinear +hrnet_w18_small.ms_in1k,224,79.5333,20.4667,93.9108,6.0892,13.19,0.875,bilinear +vgg19.tv_in1k,224,79.4863,20.5137,93.8681,6.1319,143.67,0.875,bilinear +regnetx_004.pycls_in1k,224,79.465,20.535,93.8788,6.1212,5.16,0.875,bicubic +resnet18.a1_in1k,224,79.45,20.55,93.6546,6.3454,11.69,0.95,bicubic +tf_mobilenetv3_large_minimal_100.in1k,224,79.2514,20.7486,93.7379,6.2621,3.92,0.875,bilinear +edgenext_xx_small.in1k,288,79.2109,20.7891,93.8233,6.1767,1.33,1.0,bicubic +legacy_seresnet18.in1k,224,79.1554,20.8446,93.7742,6.2258,11.78,0.875,bicubic +resnet14t.c3_in1k,224,79.1255,20.8745,93.5991,6.4009,10.08,0.95,bicubic +repghostnet_080.in1k,224,79.1127,20.8873,93.6823,6.3177,3.28,0.875,bicubic +vgg16.tv_in1k,224,79.0294,20.9706,93.6525,6.3475,138.36,0.875,bilinear +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,79.0145,20.9855,93.866,6.134,6.34,0.9,bicubic +vgg13_bn.tv_in1k,224,78.9846,21.0154,93.6396,6.3604,133.05,0.875,bilinear +lcnet_100.ra2_in1k,224,78.9141,21.0859,93.5436,6.4564,2.95,0.875,bicubic +pvt_v2_b0.in1k,224,78.7412,21.2588,93.8467,6.1533,3.67,0.9,bicubic +edgenext_xx_small.in1k,256,78.6985,21.3015,93.503,6.497,1.33,0.9,bicubic +efficientvit_m2.r224_in1k,224,78.6152,21.3848,93.5542,6.4458,4.19,0.875,bicubic +fasternet_t0.in1k,224,78.5533,21.4467,93.4646,6.5354,3.91,1.0,bicubic +mobileone_s0.apple_in1k,224,78.5084,21.4916,93.3343,6.6657,5.29,0.875,bilinear +resnet18.a2_in1k,224,78.4956,21.5044,93.3044,6.6956,11.69,0.95,bicubic +efficientvit_b0.r224_in1k,224,78.4337,21.5663,92.807,7.193,3.41,0.95,bicubic +tinynet_c.in1k,184,78.4209,21.5791,93.1358,6.8642,2.46,0.875,bicubic +resnet18.gluon_in1k,224,78.3867,21.6133,93.1315,6.8685,11.69,0.875,bicubic +resnet14t.c3_in1k,176,78.3291,21.6709,93.14,6.86,10.08,0.875,bicubic +resnet34.a3_in1k,160,78.3056,21.6944,93.2212,6.7788,21.8,0.95,bicubic +mobilevitv2_050.cvnets_in1k,256,78.1284,21.8716,93.5841,6.4159,1.37,0.888,bicubic +vgg11_bn.tv_in1k,224,77.9448,22.0552,93.2254,6.7746,132.87,0.875,bilinear +xcit_nano_12_p16_224.fb_in1k,224,77.9064,22.0936,93.4347,6.5653,3.05,1.0,bicubic +regnety_002.pycls_in1k,224,77.4132,22.5868,92.9159,7.0841,3.16,0.875,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,77.3064,22.6936,90.5438,9.4562,208.2,0.875,bicubic +resnet18.tv_in1k,224,77.2915,22.7085,92.76,7.24,11.69,0.875,bilinear +vgg13.tv_in1k,224,77.2381,22.7619,92.7066,7.2934,133.05,0.875,bilinear +mobilevit_xxs.cvnets_in1k,256,76.604,23.396,92.6767,7.3233,1.27,0.9,bicubic +resnet18.a3_in1k,224,76.446,23.554,92.2369,7.7631,11.69,0.95,bicubic +vgg11.tv_in1k,224,76.3969,23.6031,92.16,7.84,132.86,0.875,bilinear +efficientvit_m1.r224_in1k,224,76.3969,23.6031,92.5508,7.4492,2.98,0.875,bicubic +repghostnet_058.in1k,224,76.2624,23.7376,92.0618,7.9382,2.55,0.875,bicubic +resnet10t.c3_in1k,224,76.1684,23.8316,92.2284,7.7716,5.44,0.95,bicubic +regnetx_002.pycls_in1k,224,76.1193,23.8807,92.2049,7.7951,2.68,0.875,bicubic +lcnet_075.ra2_in1k,224,76.0531,23.9469,92.0832,7.9168,2.36,0.875,bicubic +dla60x_c.in1k,224,75.6709,24.3291,92.1643,7.8357,1.32,0.875,bilinear +mobilenetv3_small_100.lamb_in1k,224,74.8874,25.1126,91.4704,8.5296,2.54,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,74.7272,25.2728,91.274,8.726,2.54,0.875,bilinear +resnet10t.c3_in1k,176,74.5415,25.4585,91.1758,8.8242,5.44,0.875,bicubic +tinynet_d.in1k,152,74.2639,25.7361,90.8769,9.1231,2.34,0.875,bicubic +repghostnet_050.in1k,224,74.2575,25.7425,90.8256,9.1744,2.31,0.875,bicubic +mnasnet_small.lamb_in1k,224,73.8092,26.1908,90.7061,9.2939,2.03,0.875,bicubic +dla46x_c.in1k,224,73.6448,26.3552,91.1224,8.8776,1.07,0.875,bilinear +resnet18.a3_in1k,160,73.6341,26.3659,90.6185,9.3815,11.69,0.95,bicubic +mobilenetv2_050.lamb_in1k,224,73.4462,26.5538,90.3218,9.6782,1.97,0.875,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,256,73.4185,26.5815,90.6869,9.3131,2.24,0.95,bicubic +tf_mobilenetv3_small_075.in1k,224,72.81,27.19,90.0122,9.9878,2.04,0.875,bilinear +dla46_c.in1k,224,72.6114,27.3886,90.5032,9.4968,1.3,0.875,bilinear +mobilenetv3_small_075.lamb_in1k,224,72.336,27.664,89.694,10.306,2.04,0.875,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,224,72.1694,27.8306,89.8307,10.1693,2.24,0.875,bicubic +efficientvit_m0.r224_in1k,224,71.1169,28.8831,89.5788,10.4212,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,70.4464,29.5536,88.8272,11.1728,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,70.0685,29.9315,88.5176,11.4824,2.04,0.875,bilinear +tinynet_e.in1k,106,66.8318,33.1682,86.2587,13.7413,2.04,0.875,bicubic +mobilenetv3_small_050.lamb_in1k,224,64.6988,35.3012,84.8389,15.1611,1.59,0.875,bicubic +test_vit3.r160_in1k,160,64.4213,35.5787,85.5755,14.4245,0.93,0.95,bicubic +test_convnext2.r160_in1k,160,60.9625,39.0375,83.8653,16.1347,0.48,0.95,bicubic +test_convnext3.r160_in1k,160,60.8429,39.1571,83.7799,16.2201,0.47,0.95,bicubic +test_convnext.r160_in1k,160,54.7815,45.2185,79.7105,20.2895,0.27,0.95,bicubic +test_nfnet.r160_in1k,160,54.5722,45.4278,78.7775,21.2225,0.38,0.95,bicubic +test_efficientnet_evos.r160_in1k,160,52.9816,47.0184,76.8089,23.1911,0.36,0.95,bicubic +test_efficientnet.r160_in1k,160,52.9432,47.0568,76.9029,23.0971,0.36,0.95,bicubic +test_byobnet.r160_in1k,160,52.3881,47.6119,76.7854,23.2146,0.46,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,50.2381,49.7619,74.96,25.04,0.36,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,50.1954,49.8046,75.2866,24.7134,0.36,0.95,bicubic +test_vit2.r160_in1k,160,48.4339,51.5661,74.4689,25.5311,0.46,0.95,bicubic +test_resnet.r160_in1k,160,47.9108,52.0892,73.8476,26.1524,0.47,0.95,bilinear +test_vit.r160_in1k,160,47.0867,52.9133,72.8036,27.1964,0.37,0.95,bicubic +resmlp_12_224.fb_dino,224,0.158,99.842,0.7772,99.2228,15.35,0.875,bicubic +resmlp_24_224.fb_dino,224,0.1174,99.8826,0.6362,99.3638,30.02,0.875,bicubic diff --git a/results/results-imagenet.csv b/results/results-imagenet.csv index ed6c928855..d6f70cd64c 100644 --- a/results/results-imagenet.csv +++ b/results/results-imagenet.csv @@ -1,1446 +1,1559 @@ model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.054,9.946,99.056,0.944,305.08,1.000,bicubic -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,89.966,10.034,99.016,0.984,305.08,1.000,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,89.796,10.204,98.990,1.010,"1,014.45",1.000,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,89.632,10.368,98.954,1.046,305.08,1.000,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,89.570,10.430,98.954,1.046,"1,013.01",1.000,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,89.554,10.446,98.924,1.076,305.08,1.000,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,89.462,10.538,98.828,1.172,"1,013.01",1.000,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,89.250,10.750,98.852,1.148,304.53,1.000,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,88.886,11.114,98.680,1.320,"1,012.56",0.900,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,88.860,11.140,98.740,1.260,660.29,1.000,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,88.690,11.310,98.710,1.290,304.53,1.000,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,88.682,11.318,98.728,1.272,87.12,1.000,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,88.662,11.338,98.734,1.266,660.29,1.000,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.628,11.372,98.670,1.330,632.46,1.000,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,88.622,11.378,98.718,1.282,846.47,1.000,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,88.596,11.404,98.662,1.338,304.14,1.000,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,88.578,11.422,98.660,1.340,305.67,1.000,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,88.540,11.460,98.652,1.348,475.77,1.000,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,88.406,11.594,98.602,1.398,304.43,0.950,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,88.382,11.618,98.608,1.392,305.00,1.000,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,88.362,11.638,98.656,1.344,480.31,0.960,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,88.334,11.666,98.574,1.426,200.13,1.000,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,88.304,11.696,98.540,1.460,475.32,1.000,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,88.278,11.722,98.552,1.448,632.05,1.000,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,88.266,11.734,98.570,1.430,87.12,1.000,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,88.264,11.736,98.528,1.472,304.53,1.000,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,88.250,11.750,98.556,1.444,480.31,0.936,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,88.236,11.764,98.608,1.392,212.33,1.000,bicubic -regnety_1280.swag_ft_in1k,384,88.224,11.776,98.698,1.302,644.81,1.000,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,88.212,11.788,98.538,1.462,119.88,1.000,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.192,11.808,98.570,1.430,304.53,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,88.178,11.822,98.518,1.482,197.96,1.000,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,88.162,11.838,98.540,1.460,304.20,1.000,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,88.066,11.934,98.590,1.410,98.75,1.000,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,87.996,12.004,98.568,1.432,212.03,1.000,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,87.970,12.030,98.474,1.526,200.13,1.000,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,87.956,12.044,98.480,1.520,304.14,1.000,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,87.928,12.072,98.538,1.462,119.65,1.000,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,87.898,12.102,98.408,1.592,304.20,1.000,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,87.890,12.110,98.448,1.552,200.13,1.000,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,87.866,12.134,98.354,1.646,304.53,1.000,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,87.860,12.140,98.430,1.570,304.20,1.000,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.812,12.188,98.368,1.632,116.14,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,87.766,12.234,98.554,1.446,350.20,1.000,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,87.734,12.266,98.508,1.492,304.76,1.000,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,87.638,12.362,98.416,1.584,88.72,1.000,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,87.624,12.376,98.228,1.772,632.05,1.000,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,87.602,12.398,98.432,1.568,99.88,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,87.494,12.506,98.360,1.640,197.96,1.000,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,87.488,12.512,98.316,1.684,304.43,0.900,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.478,12.522,98.374,1.626,116.09,1.000,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,87.474,12.526,98.264,1.736,196.74,1.000,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,87.472,12.528,98.308,1.692,56.20,1.000,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,87.456,12.544,98.380,1.620,197.77,1.000,bicubic -caformer_b36.sail_in22k_ft_in1k,224,87.440,12.560,98.332,1.668,98.75,1.000,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,87.436,12.564,98.258,1.742,64.27,1.000,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,87.414,12.586,98.216,1.784,304.43,0.950,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,87.402,12.598,98.308,1.692,73.88,1.000,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,87.374,12.626,98.330,1.670,350.20,1.000,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,87.336,12.664,98.222,1.778,200.13,1.000,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,87.308,12.692,98.334,1.666,149.39,1.000,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,87.298,12.702,98.238,1.762,304.20,1.000,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,87.264,12.736,98.244,1.756,197.96,0.875,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,87.212,12.788,98.028,1.972,86.86,1.000,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,87.180,12.820,98.264,1.736,632.13,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,87.150,12.850,98.228,1.772,88.59,1.000,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,87.140,12.860,98.228,1.772,87.92,1.000,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,87.138,12.862,98.230,1.770,196.74,1.000,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,87.094,12.906,98.306,1.694,304.72,1.000,bicubic -volo_d5_512.sail_in1k,512,87.066,12.934,97.974,2.026,296.09,1.150,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,87.028,12.972,98.194,1.806,86.86,0.950,bicubic -convnext_large.fb_in22k_ft_in1k,288,87.014,12.986,98.212,1.788,197.77,1.000,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,86.998,13.002,98.164,1.836,88.72,1.000,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,86.986,13.014,98.240,1.760,304.37,1.000,bicubic -convformer_b36.sail_in22k_ft_in1k,224,86.984,13.016,98.158,1.842,99.88,1.000,bicubic -volo_d5_448.sail_in1k,448,86.978,13.022,97.928,2.072,295.91,1.150,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,86.970,13.030,98.204,1.796,350.20,0.875,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,86.934,13.066,98.104,1.896,196.74,0.900,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.908,13.092,98.004,1.996,116.14,0.950,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,86.868,13.132,98.126,1.874,57.05,1.000,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,86.864,13.136,98.222,1.778,39.30,1.000,bicubic -regnety_320.swag_ft_in1k,384,86.860,13.140,98.356,1.644,145.05,1.000,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,86.852,13.148,98.080,1.920,66.35,0.949,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,86.834,13.166,98.010,1.990,672.78,0.900,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,86.826,13.174,98.244,1.756,88.59,1.000,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,86.816,13.184,98.136,1.864,86.74,1.000,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,86.802,13.198,98.136,1.864,118.52,1.000,bicubic -volo_d4_448.sail_in1k,448,86.790,13.210,97.880,2.120,193.41,1.150,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,86.752,13.248,98.020,1.980,88.72,0.875,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,86.748,13.252,98.014,1.986,208.12,1.000,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,86.744,13.256,98.110,1.890,86.88,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,86.722,13.278,98.182,1.818,93.59,1.000,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.638,13.362,98.014,1.986,116.09,0.950,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,86.638,13.362,98.008,1.992,86.86,1.000,bicubic -convnextv2_huge.fcmae_ft_in1k,288,86.618,13.382,97.968,2.032,660.29,1.000,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.056,9.944,99.054,0.946,305.08,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,89.956,10.044,99.014,0.986,305.08,1.0,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,89.79,10.21,98.99,1.01,1014.45,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,89.634,10.366,98.954,1.046,305.08,1.0,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,89.566,10.434,98.952,1.048,1013.01,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,89.55,10.45,98.924,1.076,305.08,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,89.462,10.538,98.828,1.172,1013.01,1.0,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,89.41,10.59,98.854,1.146,429.38,1.0,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,89.238,10.762,98.848,1.152,304.53,1.0,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,89.056,10.944,98.752,1.248,414.14,1.0,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,88.896,11.104,98.672,1.328,1012.56,0.9,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,88.86,11.14,98.74,1.26,660.29,1.0,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,88.68,11.32,98.714,1.286,304.53,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,88.678,11.322,98.726,1.274,87.12,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,88.666,11.334,98.734,1.266,660.29,1.0,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.634,11.366,98.668,1.332,632.46,1.0,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,88.622,11.378,98.718,1.282,846.47,1.0,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,88.59,11.41,98.662,1.338,304.14,1.0,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,88.576,11.424,98.656,1.344,305.67,1.0,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,88.54,11.46,98.65,1.35,475.77,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,88.406,11.594,98.602,1.398,304.43,0.95,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,88.38,11.62,98.604,1.396,305.0,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,88.36,11.64,98.656,1.344,480.31,0.96,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,88.334,11.666,98.574,1.426,200.13,1.0,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,88.302,11.698,98.538,1.462,475.32,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,88.288,11.712,98.55,1.45,632.05,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,88.262,11.738,98.57,1.43,87.12,1.0,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,88.26,11.74,98.524,1.476,304.53,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,88.246,11.754,98.554,1.446,480.31,0.936,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,88.236,11.764,98.608,1.392,212.33,1.0,bicubic +regnety_1280.swag_ft_in1k,384,88.228,11.772,98.684,1.316,644.81,1.0,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,88.214,11.786,98.538,1.462,119.88,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.19,11.81,98.566,1.434,304.53,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,88.18,11.82,98.52,1.48,197.96,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,88.162,11.838,98.538,1.462,304.2,1.0,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,88.074,11.926,98.558,1.442,136.5,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,88.058,11.942,98.59,1.41,98.75,1.0,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,87.994,12.006,98.576,1.424,212.03,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,87.97,12.03,98.474,1.526,200.13,1.0,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,87.952,12.048,98.49,1.51,304.14,1.0,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,87.932,12.068,98.5,1.5,136.33,1.0,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,87.93,12.07,98.546,1.454,119.65,1.0,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,87.9,12.1,98.408,1.592,304.2,1.0,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,87.89,12.11,98.448,1.552,200.13,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in1k,336,87.87,12.13,98.36,1.64,304.53,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,87.858,12.142,98.43,1.57,304.2,1.0,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.81,12.19,98.366,1.634,116.14,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,87.764,12.236,98.552,1.448,350.2,1.0,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,87.736,12.264,98.508,1.492,304.76,1.0,bicubic +convnextv2_base.fcmae_ft_in22k_in1k_384,384,87.638,12.362,98.416,1.584,88.72,1.0,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,87.628,12.372,98.334,1.666,304.57,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,87.612,12.388,98.226,1.774,632.05,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,87.606,12.394,98.424,1.576,99.88,1.0,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,87.534,12.466,98.364,1.636,304.57,1.0,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,87.508,12.492,98.428,1.572,101.66,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,288,87.494,12.506,98.36,1.64,197.96,1.0,bicubic +beit_large_patch16_224.in22k_ft_in22k_in1k,224,87.486,12.514,98.318,1.682,304.43,0.9,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.48,12.52,98.376,1.624,116.09,1.0,bicubic +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,87.474,12.526,98.264,1.736,196.74,1.0,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,87.47,12.53,98.308,1.692,56.2,1.0,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,87.456,12.544,98.38,1.62,197.77,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k,224,87.45,12.55,98.336,1.664,98.75,1.0,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,87.438,12.562,98.256,1.744,64.27,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in1k,224,87.414,12.586,98.216,1.784,304.43,0.95,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,87.388,12.612,98.312,1.688,73.88,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k,288,87.378,12.622,98.33,1.67,350.2,1.0,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,87.37,12.63,98.314,1.686,134.42,1.0,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,87.344,12.656,98.222,1.778,200.13,1.0,bicubic +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,87.318,12.682,98.328,1.672,136.06,1.0,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,87.304,12.696,98.334,1.666,149.39,1.0,bicubic +vit_large_patch14_clip_224.laion2b_ft_in1k,224,87.288,12.712,98.236,1.764,304.2,1.0,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,224,87.266,12.734,98.24,1.76,197.96,0.875,bicubic +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,87.21,12.79,98.032,1.968,86.86,1.0,bicubic +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,87.18,12.82,98.264,1.736,632.13,1.0,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,87.144,12.856,98.228,1.772,88.59,1.0,bicubic +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,87.142,12.858,98.228,1.772,87.92,1.0,bicubic +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,87.142,12.858,98.228,1.772,196.74,1.0,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,87.096,12.904,98.302,1.698,304.72,1.0,bicubic +volo_d5_512.sail_in1k,512,87.068,12.932,97.97,2.03,296.09,1.15,bicubic +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,87.03,12.97,98.186,1.814,86.86,0.95,bicubic +convnext_large.fb_in22k_ft_in1k,288,87.012,12.988,98.212,1.788,197.77,1.0,bicubic +convnextv2_base.fcmae_ft_in22k_in1k,288,86.994,13.006,98.168,1.832,88.72,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k,224,86.992,13.008,98.164,1.836,99.88,1.0,bicubic +deit3_large_patch16_224.fb_in22k_ft_in1k,224,86.99,13.01,98.246,1.754,304.37,1.0,bicubic +volo_d5_448.sail_in1k,448,86.974,13.026,97.928,2.072,295.91,1.15,bicubic +convnext_xlarge.fb_in22k_ft_in1k,224,86.97,13.03,98.204,1.796,350.2,0.875,bicubic +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,86.934,13.066,98.106,1.894,196.74,0.9,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,86.916,13.084,98.238,1.762,101.66,1.0,bicubic +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.908,13.092,98.004,1.996,116.14,0.95,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,86.868,13.132,98.122,1.878,57.05,1.0,bicubic +caformer_s36.sail_in22k_ft_in1k_384,384,86.86,13.14,98.22,1.78,39.3,1.0,bicubic +tf_efficientnet_b7.ns_jft_in1k,600,86.85,13.15,98.08,1.92,66.35,0.949,bicubic +hiera_huge_224.mae_in1k_ft_in1k,224,86.84,13.16,98.008,1.992,672.78,0.9,bicubic +regnety_320.swag_ft_in1k,384,86.83,13.17,98.362,1.638,145.05,1.0,bicubic +convnext_base.fb_in22k_ft_in1k_384,384,86.826,13.174,98.244,1.756,88.59,1.0,bicubic +beit_base_patch16_384.in22k_ft_in22k_in1k,384,86.814,13.186,98.136,1.864,86.74,1.0,bicubic +tf_efficientnetv2_l.in21k_ft_in1k,480,86.802,13.198,98.124,1.876,118.52,1.0,bicubic +volo_d4_448.sail_in1k,448,86.788,13.212,97.88,2.12,193.41,1.15,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,512,86.754,13.246,98.014,1.986,208.12,1.0,bicubic +convnextv2_base.fcmae_ft_in22k_in1k,224,86.752,13.248,98.02,1.98,88.72,0.875,bicubic +deit3_base_patch16_384.fb_in22k_ft_in1k,384,86.742,13.258,98.11,1.89,86.88,1.0,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,86.722,13.278,98.184,1.816,93.59,1.0,bicubic +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,86.72,13.28,98.024,1.976,134.13,0.95,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,86.642,13.358,98.15,1.85,101.66,1.0,bicubic +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.64,13.36,98.014,1.986,116.09,0.95,bicubic +vit_base_patch16_clip_384.laion2b_ft_in1k,384,86.638,13.362,98.008,1.992,86.86,1.0,bicubic +convnextv2_huge.fcmae_ft_in1k,288,86.618,13.382,97.968,2.032,660.29,1.0,bicubic +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,86.618,13.382,98.01,1.99,60.6,1.0,bicubic convnext_large.fb_in22k_ft_in1k,224,86.612,13.388,98.036,1.964,197.77,0.875,bicubic -caformer_m36.sail_in22k_ft_in1k,224,86.608,13.392,98.038,1.962,56.20,1.000,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,86.604,13.396,97.936,2.064,64.11,0.950,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,86.602,13.398,98.022,1.978,60.60,1.000,bicubic -maxvit_base_tf_512.in1k,512,86.598,13.402,97.926,2.074,119.88,1.000,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,86.580,13.420,97.896,2.104,73.87,0.950,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,86.542,13.458,98.132,1.868,57.87,1.000,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,86.540,13.460,97.896,2.104,73.88,0.950,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,86.536,13.464,98.094,1.906,93.59,0.950,bicubic -maxvit_large_tf_512.in1k,512,86.534,13.466,97.880,2.120,212.33,1.000,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,86.518,13.482,98.036,1.964,93.59,1.000,bicubic -volo_d3_448.sail_in1k,448,86.512,13.488,97.710,2.290,86.63,1.000,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,86.494,13.506,98.056,1.944,86.53,0.900,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,86.488,13.512,97.962,2.038,88.59,1.000,bicubic -cait_m48_448.fb_dist_in1k,448,86.482,13.518,97.746,2.254,356.46,1.000,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,86.476,13.524,97.868,2.132,43.04,0.942,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,86.452,13.548,97.884,2.116,21.27,1.000,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,86.438,13.562,98.068,1.932,87.90,1.000,bicubic -caformer_b36.sail_in1k_384,384,86.404,13.596,97.824,2.176,98.75,1.000,bicubic -efficientvit_l3.r384_in1k,384,86.398,13.602,97.634,2.366,246.04,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,86.386,13.614,97.976,2.024,88.59,1.000,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,86.384,13.616,97.938,2.062,75.26,1.000,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,86.380,13.620,97.976,2.024,40.01,1.000,bicubic -dm_nfnet_f6.dm_in1k,576,86.372,13.628,97.892,2.108,438.36,0.956,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,86.364,13.636,98.040,1.960,44.82,1.000,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,86.330,13.670,97.882,2.118,196.53,0.900,bicubic -convnext_base.fb_in22k_ft_in1k,288,86.298,13.702,98.088,1.912,88.59,1.000,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,86.298,13.702,97.940,2.060,75.26,1.000,bicubic -maxvit_base_tf_384.in1k,384,86.294,13.706,97.804,2.196,119.65,1.000,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,86.276,13.724,97.908,2.092,87.92,0.900,bicubic -convnextv2_huge.fcmae_ft_in1k,224,86.260,13.740,97.752,2.248,660.29,0.875,bicubic -maxvit_large_tf_384.in1k,384,86.236,13.764,97.690,2.310,212.03,1.000,bicubic -efficientvit_l3.r320_in1k,320,86.230,13.770,97.456,2.544,246.04,1.000,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,86.228,13.772,97.840,2.160,86.58,0.900,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,86.218,13.782,97.886,2.114,86.86,1.000,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,86.210,13.790,97.756,2.244,86.57,0.950,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,86.208,13.792,97.882,2.118,64.11,0.950,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,86.206,13.794,97.810,2.190,75.26,0.965,bicubic -convnext_small.in12k_ft_in1k_384,384,86.186,13.814,97.920,2.080,50.22,1.000,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,86.184,13.816,97.928,2.072,329.09,1.000,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,86.184,13.816,97.674,2.326,88.59,1.000,bicubic -caformer_m36.sail_in1k_384,384,86.160,13.840,97.816,2.184,56.20,1.000,bicubic -dm_nfnet_f6.dm_in1k,448,86.154,13.846,97.768,2.232,438.36,0.956,bicubic -convformer_m36.sail_in22k_ft_in1k,224,86.152,13.848,97.852,2.148,57.05,1.000,bicubic -convnextv2_large.fcmae_ft_in1k,288,86.126,13.874,97.818,2.182,197.96,1.000,bicubic -maxvit_small_tf_512.in1k,512,86.104,13.896,97.758,2.242,69.13,1.000,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,86.102,13.898,97.750,2.250,30.39,0.934,bicubic -dm_nfnet_f5.dm_in1k,544,86.100,13.900,97.686,2.314,377.21,0.954,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,86.094,13.906,97.712,2.288,21.23,1.000,bicubic -volo_d5_224.sail_in1k,224,86.078,13.922,97.578,2.422,295.46,0.960,bicubic -cait_m36_384.fb_dist_in1k,384,86.064,13.936,97.732,2.268,271.22,1.000,bicubic -volo_d2_384.sail_in1k,384,86.058,13.942,97.584,2.416,58.87,1.000,bicubic +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,86.608,13.392,97.934,2.066,64.11,0.95,bicubic +caformer_m36.sail_in22k_ft_in1k,224,86.606,13.394,98.038,1.962,56.2,1.0,bicubic +maxvit_base_tf_512.in1k,512,86.598,13.402,97.924,2.076,119.88,1.0,bicubic +coatnet_2_rw_224.sw_in12k_ft_in1k,224,86.582,13.418,97.896,2.104,73.87,0.95,bicubic +nextvit_large.bd_ssld_6m_in1k_384,384,86.544,13.456,98.126,1.874,57.87,1.0,bicubic +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,86.538,13.462,97.894,2.106,73.88,0.95,bicubic +maxvit_large_tf_512.in1k,512,86.534,13.466,97.884,2.116,212.33,1.0,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,86.53,13.47,98.094,1.906,93.59,0.95,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,86.524,13.476,98.034,1.966,93.59,1.0,bicubic +volo_d3_448.sail_in1k,448,86.514,13.486,97.71,2.29,86.63,1.0,bicubic +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,86.494,13.506,98.056,1.944,86.53,0.9,bicubic +convnext_base.clip_laiona_augreg_ft_in1k_384,384,86.49,13.51,97.96,2.04,88.59,1.0,bicubic +cait_m48_448.fb_dist_in1k,448,86.48,13.52,97.748,2.252,356.46,1.0,bicubic +tf_efficientnet_b6.ns_jft_in1k,528,86.476,13.524,97.864,2.136,43.04,0.942,bicubic +tiny_vit_21m_512.dist_in22k_ft_in1k,512,86.444,13.556,97.884,2.116,21.27,1.0,bicubic +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,86.442,13.558,98.068,1.932,87.9,1.0,bicubic +caformer_b36.sail_in1k_384,384,86.4,13.6,97.824,2.176,98.75,1.0,bicubic +efficientvit_l3.r384_in1k,384,86.396,13.604,97.64,2.36,246.04,1.0,bicubic +hgnetv2_b6.ssld_stage2_ft_in1k,288,86.38,13.62,97.942,2.058,75.26,1.0,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,86.378,13.622,97.976,2.024,88.59,1.0,bicubic +convformer_s36.sail_in22k_ft_in1k_384,384,86.374,13.626,97.98,2.02,40.01,1.0,bicubic +nextvit_base.bd_ssld_6m_in1k_384,384,86.372,13.628,98.04,1.96,44.82,1.0,bicubic +dm_nfnet_f6.dm_in1k,576,86.364,13.636,97.9,2.1,438.36,0.956,bicubic +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,86.32,13.68,97.89,2.11,196.53,0.9,bicubic +convnext_base.fb_in22k_ft_in1k,288,86.302,13.698,98.088,1.912,88.59,1.0,bicubic +hgnetv2_b6.ssld_stage1_in22k_in1k,288,86.3,13.7,97.942,2.058,75.26,1.0,bicubic +maxvit_base_tf_384.in1k,384,86.29,13.71,97.802,2.198,119.65,1.0,bicubic +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,86.27,13.73,97.906,2.094,87.92,0.9,bicubic +convnextv2_huge.fcmae_ft_in1k,224,86.26,13.74,97.752,2.248,660.29,0.875,bicubic +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,86.252,13.748,97.84,2.16,86.58,0.9,bicubic +maxvit_large_tf_384.in1k,384,86.242,13.758,97.684,2.316,212.03,1.0,bicubic +efficientvit_l3.r320_in1k,320,86.23,13.77,97.476,2.524,246.04,1.0,bicubic +vit_base_patch16_clip_384.openai_ft_in1k,384,86.21,13.79,97.894,2.106,86.86,1.0,bicubic +hgnetv2_b6.ssld_stage2_ft_in1k,224,86.206,13.794,97.81,2.19,75.26,0.965,bicubic +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,86.204,13.796,97.762,2.238,86.57,0.95,bicubic +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,86.198,13.802,97.888,2.112,64.11,0.95,bicubic +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,86.188,13.812,97.928,2.072,329.09,1.0,bicubic +convnext_small.in12k_ft_in1k_384,384,86.186,13.814,97.92,2.08,50.22,1.0,bicubic +convnext_base.clip_laion2b_augreg_ft_in1k,256,86.184,13.816,97.674,2.326,88.59,1.0,bicubic +caformer_m36.sail_in1k_384,384,86.164,13.836,97.812,2.188,56.2,1.0,bicubic +dm_nfnet_f6.dm_in1k,448,86.156,13.844,97.762,2.238,438.36,0.956,bicubic +convformer_m36.sail_in22k_ft_in1k,224,86.152,13.848,97.852,2.148,57.05,1.0,bicubic +convnextv2_large.fcmae_ft_in1k,288,86.132,13.868,97.82,2.18,197.96,1.0,bicubic +dm_nfnet_f5.dm_in1k,544,86.102,13.898,97.688,2.312,377.21,0.954,bicubic +maxvit_small_tf_512.in1k,512,86.102,13.898,97.758,2.242,69.13,1.0,bicubic +tf_efficientnet_b5.ns_jft_in1k,456,86.096,13.904,97.744,2.256,30.39,0.934,bicubic +tiny_vit_21m_384.dist_in22k_ft_in1k,384,86.088,13.912,97.716,2.284,21.23,1.0,bicubic +volo_d5_224.sail_in1k,224,86.076,13.924,97.574,2.426,295.46,0.96,bicubic +cait_m36_384.fb_dist_in1k,384,86.06,13.94,97.732,2.268,271.22,1.0,bicubic +volo_d2_384.sail_in1k,384,86.054,13.946,97.582,2.418,58.87,1.0,bicubic hgnetv2_b6.ssld_stage1_in22k_in1k,224,86.052,13.948,97.806,2.194,75.26,0.965,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,86.044,13.956,97.648,2.352,213.74,0.900,bicubic -regnety_160.sw_in12k_ft_in1k,288,86.032,13.968,97.830,2.170,83.59,1.000,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,86.026,13.974,97.690,2.310,188.93,1.000,bicubic -regnety_160.swag_ft_in1k,384,86.018,13.982,98.050,1.950,83.59,1.000,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,86.014,13.986,97.956,2.044,54.14,1.000,bicubic -regnety_160.lion_in12k_ft_in1k,288,86.010,13.990,97.846,2.154,83.59,1.000,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,86.006,13.994,98.000,2.000,86.86,1.000,bicubic -efficientvit_l2.r384_in1k,384,85.982,14.018,97.514,2.486,63.71,1.000,bicubic -regnety_1280.swag_lc_in1k,224,85.966,14.034,97.852,2.148,644.81,0.965,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,85.962,14.038,97.718,2.282,86.57,0.950,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,85.956,14.044,97.900,2.100,31.76,1.000,bicubic +hiera_large_224.mae_in1k_ft_in1k,224,86.046,13.954,97.646,2.354,213.74,0.9,bicubic +regnety_160.sw_in12k_ft_in1k,288,86.028,13.972,97.836,2.164,83.59,1.0,bicubic +xcit_large_24_p8_384.fb_dist_in1k,384,86.024,13.976,97.69,2.31,188.93,1.0,bicubic +regnety_160.swag_ft_in1k,384,86.02,13.98,98.046,1.954,83.59,1.0,bicubic +tf_efficientnetv2_m.in21k_ft_in1k,480,86.014,13.986,97.956,2.044,54.14,1.0,bicubic +vit_base_patch16_384.augreg_in21k_ft_in1k,384,86.01,13.99,97.998,2.002,86.86,1.0,bicubic +regnety_160.lion_in12k_ft_in1k,288,86.004,13.996,97.834,2.166,83.59,1.0,bicubic +efficientvit_l2.r384_in1k,384,85.984,14.016,97.51,2.49,63.71,1.0,bicubic +nextvit_small.bd_ssld_6m_in1k_384,384,85.966,14.034,97.904,2.096,31.76,1.0,bicubic +regnety_1280.swag_lc_in1k,224,85.964,14.036,97.852,2.148,644.81,0.965,bicubic seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,85.956,14.044,97.824,2.176,93.59,0.875,bicubic -efficientvit_l3.r256_in1k,256,85.954,14.046,97.338,2.662,246.04,1.000,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,85.892,14.108,97.742,2.258,30.39,1.000,bicubic -volo_d4_224.sail_in1k,224,85.872,14.128,97.456,2.544,192.96,0.960,bicubic -dm_nfnet_f4.dm_in1k,512,85.860,14.140,97.652,2.348,316.07,0.951,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,85.850,14.150,97.826,2.174,304.33,0.900,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,85.848,14.152,97.684,2.316,186.27,1.000,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,85.842,14.158,97.602,2.398,84.32,1.000,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,85.836,14.164,97.774,2.226,86.58,0.900,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,85.832,14.168,97.770,2.230,118.52,1.000,bicubic -deit3_large_patch16_384.fb_in1k,384,85.818,14.182,97.602,2.398,304.76,1.000,bicubic -convnext_base.fb_in22k_ft_in1k,224,85.816,14.184,97.854,2.146,88.59,0.875,bicubic -efficientvit_l3.r224_in1k,224,85.812,14.188,97.210,2.790,246.04,1.000,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,85.800,14.200,97.632,2.368,88.34,1.000,bicubic -caformer_s36.sail_in22k_ft_in1k,224,85.788,14.212,97.828,2.172,39.30,1.000,bicubic -convformer_b36.sail_in1k_384,384,85.778,14.222,97.520,2.480,99.88,1.000,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,85.776,14.224,97.528,2.472,189.10,1.000,bicubic -convnextv2_large.fcmae_ft_in1k,224,85.762,14.238,97.586,2.414,197.96,0.875,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,85.760,14.240,97.610,2.390,22.13,1.000,bicubic -caformer_s36.sail_in1k_384,384,85.756,14.244,97.668,2.332,39.30,1.000,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,85.754,14.246,97.882,2.118,50.22,1.000,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,85.728,14.272,97.746,2.254,86.59,1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,85.728,14.272,97.608,2.392,60.40,0.950,bicubic -dm_nfnet_f5.dm_in1k,416,85.716,14.284,97.552,2.448,377.21,0.954,bicubic -dm_nfnet_f3.dm_in1k,416,85.672,14.328,97.578,2.422,254.92,0.940,bicubic -maxvit_tiny_tf_512.in1k,512,85.660,14.340,97.592,2.408,31.05,1.000,bicubic -tf_efficientnetv2_l.in1k,480,85.660,14.340,97.472,2.528,118.52,1.000,bicubic -flexivit_large.1200ep_in1k,240,85.644,14.356,97.546,2.454,304.36,0.950,bicubic -efficientvit_l2.r288_in1k,288,85.614,14.386,97.360,2.640,63.71,1.000,bicubic -regnety_160.lion_in12k_ft_in1k,224,85.602,14.398,97.668,2.332,83.59,0.950,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,85.596,14.404,97.514,2.486,86.53,0.900,bicubic -regnety_160.sw_in12k_ft_in1k,224,85.594,14.406,97.668,2.332,83.59,0.950,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,85.582,14.418,97.572,2.428,47.63,1.000,bicubic -convformer_m36.sail_in1k_384,384,85.580,14.420,97.548,2.452,57.05,1.000,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,85.562,14.438,97.450,2.550,208.12,1.000,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,85.554,14.446,97.640,2.360,39.03,0.950,bicubic -maxvit_small_tf_384.in1k,384,85.534,14.466,97.458,2.542,69.02,1.000,bicubic -flexivit_large.600ep_in1k,240,85.530,14.470,97.494,2.506,304.36,0.950,bicubic -nextvit_large.bd_ssld_6m_in1k,224,85.524,14.476,97.676,2.324,57.87,0.950,bicubic -caformer_b36.sail_in1k,224,85.502,14.498,97.316,2.684,98.75,1.000,bicubic -dm_nfnet_f4.dm_in1k,384,85.496,14.504,97.490,2.510,316.07,0.951,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,85.494,14.506,97.572,2.428,86.57,1.000,bicubic -convnextv2_base.fcmae_ft_in1k,288,85.490,14.510,97.380,2.620,88.72,1.000,bicubic -hgnet_base.ssld_in1k,288,85.472,14.528,97.634,2.366,71.58,1.000,bicubic -cait_s36_384.fb_dist_in1k,384,85.458,14.542,97.480,2.520,68.37,1.000,bicubic -regnety_120.sw_in12k_ft_in1k,288,85.442,14.558,97.572,2.428,51.82,1.000,bicubic -volo_d3_224.sail_in1k,224,85.442,14.558,97.276,2.724,86.33,0.960,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,85.434,14.566,97.408,2.592,84.40,1.000,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,85.428,14.572,97.328,2.672,87.63,1.000,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,85.424,14.576,97.712,2.288,26.34,1.000,bicubic -convformer_s36.sail_in22k_ft_in1k,224,85.424,14.576,97.582,2.418,40.01,1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,85.424,14.576,97.474,2.526,60.40,0.950,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,85.410,14.590,97.660,2.340,88.30,1.000,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,85.402,14.598,97.418,2.582,188.93,1.000,bicubic -convformer_s36.sail_in1k_384,384,85.380,14.620,97.470,2.530,40.01,1.000,bicubic -efficientvit_l2.r256_in1k,256,85.368,14.632,97.256,2.744,63.71,1.000,bicubic -tf_efficientnet_b8.ap_in1k,672,85.366,14.634,97.298,2.702,87.41,0.954,bicubic -tf_efficientnet_b8.ra_in1k,672,85.356,14.644,97.388,2.612,87.41,0.954,bicubic -convnext_small.in12k_ft_in1k,288,85.324,14.676,97.554,2.446,50.22,1.000,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,85.286,14.714,97.440,2.560,86.57,0.900,bicubic -flexivit_large.300ep_in1k,240,85.282,14.718,97.404,2.596,304.36,0.950,bicubic -convnext_small.fb_in22k_ft_in1k,288,85.276,14.724,97.678,2.322,50.22,1.000,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,85.270,14.730,97.568,2.432,87.77,0.900,bicubic -volo_d1_384.sail_in1k,384,85.266,14.734,97.218,2.782,26.78,1.000,bicubic -mvitv2_large.fb_in1k,224,85.264,14.736,97.188,2.812,217.99,0.900,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,85.244,14.756,97.652,2.348,86.53,0.900,bicubic -caformer_m36.sail_in1k,224,85.240,14.760,97.206,2.794,56.20,1.000,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,85.226,14.774,97.398,2.602,88.30,0.950,bicubic -deit3_huge_patch14_224.fb_in1k,224,85.222,14.778,97.366,2.634,632.13,0.900,bicubic -tf_efficientnetv2_m.in1k,480,85.210,14.790,97.364,2.636,54.14,1.000,bicubic -volo_d2_224.sail_in1k,224,85.202,14.798,97.186,2.814,58.68,0.960,bicubic -inception_next_base.sail_in1k_384,384,85.200,14.800,97.424,2.576,86.67,1.000,bicubic -tf_efficientnetv2_l.in1k,384,85.196,14.804,97.276,2.724,118.52,1.000,bicubic -nextvit_base.bd_ssld_6m_in1k,224,85.182,14.818,97.594,2.406,44.82,0.950,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,85.176,14.824,97.488,2.512,19.34,0.922,bicubic -dm_nfnet_f2.dm_in1k,352,85.176,14.824,97.328,2.672,193.78,0.920,bicubic -convnext_small.in12k_ft_in1k,224,85.164,14.836,97.502,2.498,50.22,0.950,bicubic -convnext_tiny.in12k_ft_in1k_384,384,85.154,14.846,97.634,2.366,28.59,1.000,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,85.150,14.850,97.600,2.400,39.57,1.000,bicubic -regnety_2560.seer_ft_in1k,384,85.146,14.854,97.444,2.556,"1,282.60",1.000,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,85.134,14.866,97.158,2.842,69.90,0.900,bicubic +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,85.954,14.046,97.724,2.276,86.57,0.95,bicubic +efficientvit_l3.r256_in1k,256,85.952,14.048,97.34,2.66,246.04,1.0,bicubic +efficientnet_b5.sw_in12k_ft_in1k,448,85.894,14.106,97.742,2.258,30.39,1.0,bicubic +volo_d4_224.sail_in1k,224,85.868,14.132,97.464,2.536,192.96,0.96,bicubic +vit_large_patch16_224.augreg_in21k_ft_in1k,224,85.856,14.144,97.822,2.178,304.33,0.9,bicubic +tf_efficientnetv2_l.in21k_ft_in1k,384,85.846,14.154,97.766,2.234,118.52,1.0,bicubic +rdnet_large.nv_in1k_ft_in1k_384,384,85.844,14.156,97.68,2.32,186.27,1.0,bicubic +xcit_medium_24_p8_384.fb_dist_in1k,384,85.842,14.158,97.602,2.398,84.32,1.0,bicubic +dm_nfnet_f4.dm_in1k,512,85.838,14.162,97.652,2.348,316.07,0.951,bicubic +vit_base_patch8_224.augreg_in21k_ft_in1k,224,85.838,14.162,97.776,2.224,86.58,0.9,bicubic +deit3_large_patch16_384.fb_in1k,384,85.82,14.18,97.602,2.398,304.76,1.0,bicubic +convnext_base.fb_in22k_ft_in1k,224,85.814,14.186,97.856,2.144,88.59,0.875,bicubic +efficientvit_l3.r224_in1k,224,85.81,14.19,97.21,2.79,246.04,1.0,bicubic +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,85.792,14.208,97.634,2.366,88.34,1.0,bicubic +caformer_s36.sail_in22k_ft_in1k,224,85.78,14.22,97.832,2.168,39.3,1.0,bicubic +xcit_large_24_p16_384.fb_dist_in1k,384,85.778,14.222,97.53,2.47,189.1,1.0,bicubic +eva02_small_patch14_336.mim_in22k_ft_in1k,336,85.77,14.23,97.616,2.384,22.13,1.0,bicubic +convformer_b36.sail_in1k_384,384,85.77,14.23,97.522,2.478,99.88,1.0,bicubic +caformer_s36.sail_in1k_384,384,85.762,14.238,97.666,2.334,39.3,1.0,bicubic +convnextv2_large.fcmae_ft_in1k,224,85.762,14.238,97.574,2.426,197.96,0.875,bicubic +convnext_small.fb_in22k_ft_in1k_384,384,85.752,14.248,97.878,2.122,50.22,1.0,bicubic +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,85.734,14.266,97.61,2.39,60.4,0.95,bicubic +deit3_base_patch16_224.fb_in22k_ft_in1k,224,85.728,14.272,97.746,2.254,86.59,1.0,bicubic +dm_nfnet_f5.dm_in1k,416,85.712,14.288,97.55,2.45,377.21,0.954,bicubic +dm_nfnet_f3.dm_in1k,416,85.676,14.324,97.576,2.424,254.92,0.94,bicubic +tf_efficientnetv2_l.in1k,480,85.66,14.34,97.472,2.528,118.52,1.0,bicubic +maxvit_tiny_tf_512.in1k,512,85.658,14.342,97.592,2.408,31.05,1.0,bicubic +flexivit_large.1200ep_in1k,240,85.646,14.354,97.546,2.454,304.36,0.95,bicubic +efficientvit_l2.r288_in1k,288,85.614,14.386,97.364,2.636,63.71,1.0,bicubic +regnety_160.lion_in12k_ft_in1k,224,85.602,14.398,97.668,2.332,83.59,0.95,bicubic +regnety_160.sw_in12k_ft_in1k,224,85.596,14.404,97.668,2.332,83.59,0.95,bicubic +beitv2_base_patch16_224.in1k_ft_in1k,224,85.596,14.404,97.514,2.486,86.53,0.9,bicubic +convformer_m36.sail_in1k_384,384,85.58,14.42,97.548,2.452,57.05,1.0,bicubic +xcit_small_24_p8_384.fb_dist_in1k,384,85.58,14.42,97.572,2.428,47.63,1.0,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,384,85.562,14.438,97.456,2.544,208.12,1.0,bicubic +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,85.556,14.444,97.638,2.362,39.03,0.95,bicubic +maxvit_small_tf_384.in1k,384,85.534,14.466,97.466,2.534,69.02,1.0,bicubic +flexivit_large.600ep_in1k,240,85.53,14.47,97.494,2.506,304.36,0.95,bicubic +dm_nfnet_f4.dm_in1k,384,85.514,14.486,97.488,2.512,316.07,0.951,bicubic +nextvit_large.bd_ssld_6m_in1k,224,85.514,14.486,97.678,2.322,57.87,0.95,bicubic +caformer_b36.sail_in1k,224,85.502,14.498,97.316,2.684,98.75,1.0,bicubic +convnextv2_base.fcmae_ft_in1k,288,85.49,14.51,97.38,2.62,88.72,1.0,bicubic +hgnet_base.ssld_in1k,288,85.488,14.512,97.63,2.37,71.58,1.0,bicubic +vit_base_patch16_clip_224.laion2b_ft_in1k,224,85.488,14.512,97.586,2.414,86.57,1.0,bicubic +cait_s36_384.fb_dist_in1k,384,85.458,14.542,97.48,2.52,68.37,1.0,bicubic +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,85.454,14.546,97.62,2.38,86.66,1.0,bicubic +caformer_s18.sail_in22k_ft_in1k_384,384,85.442,14.558,97.718,2.282,26.34,1.0,bicubic +volo_d3_224.sail_in1k,224,85.44,14.56,97.274,2.726,86.33,0.96,bicubic +deit_base_distilled_patch16_384.fb_in1k,384,85.438,14.562,97.332,2.668,87.63,1.0,bicubic +xcit_medium_24_p16_384.fb_dist_in1k,384,85.434,14.566,97.408,2.592,84.4,1.0,bicubic +regnety_120.sw_in12k_ft_in1k,288,85.428,14.572,97.576,2.424,51.82,1.0,bicubic +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,85.426,14.574,97.478,2.522,60.4,0.95,bicubic +convformer_s36.sail_in22k_ft_in1k,224,85.42,14.58,97.574,2.426,40.01,1.0,bicubic +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,85.398,14.602,97.664,2.336,88.3,1.0,bicubic +xcit_large_24_p8_224.fb_dist_in1k,224,85.396,14.604,97.418,2.582,188.93,1.0,bicubic +beit3_base_patch16_224.in22k_ft_in1k,224,85.39,14.61,97.64,2.36,86.66,1.0,bicubic 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-deit3_base_patch16_384.fb_in1k,384,85.086,14.914,97.248,2.752,86.88,1.000,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,85.076,14.924,97.274,2.726,84.32,1.000,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,85.072,14.928,97.262,2.738,26.21,1.000,bicubic -efficientvit_l2.r224_in1k,224,85.044,14.956,97.098,2.902,63.71,1.000,bicubic -cait_s24_384.fb_dist_in1k,384,85.042,14.958,97.350,2.650,47.06,1.000,bicubic -regnetz_e8.ra3_in1k,320,85.040,14.960,97.282,2.718,57.70,1.000,bicubic -caformer_s18.sail_in1k_384,384,85.036,14.964,97.360,2.640,26.34,1.000,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,85.026,14.974,97.580,2.420,26.77,1.000,bicubic -resnetrs420.tf_in1k,416,85.014,14.986,97.116,2.884,191.89,1.000,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,84.994,15.006,97.304,2.696,98.95,1.000,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,84.990,15.010,97.284,2.716,32.59,1.000,bicubic -regnety_120.sw_in12k_ft_in1k,224,84.986,15.014,97.422,2.578,51.82,0.950,bicubic -ecaresnet269d.ra2_in1k,352,84.972,15.028,97.224,2.776,102.09,1.000,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,84.944,15.056,97.388,2.612,38.88,0.950,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,84.940,15.060,96.968,3.032,41.72,0.950,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,84.936,15.064,97.128,2.872,189.10,1.000,bicubic -nextvit_large.bd_in1k_384,384,84.934,15.066,97.298,2.702,57.87,1.000,bicubic -maxvit_large_tf_224.in1k,224,84.934,15.066,96.980,3.020,211.79,0.950,bicubic -tf_efficientnet_b7.ra_in1k,600,84.930,15.070,97.200,2.800,66.35,0.949,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,84.924,15.076,97.514,2.486,39.57,1.000,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,84.924,15.076,97.458,2.542,936.53,1.000,bilinear -hgnet_base.ssld_in1k,224,84.912,15.088,97.340,2.660,71.58,0.965,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,84.900,15.100,97.254,2.746,34.36,0.950,bicubic -coat_lite_medium_384.in1k,384,84.894,15.106,97.376,2.624,44.57,1.000,bicubic -convnextv2_base.fcmae_ft_in1k,224,84.888,15.112,97.080,2.920,88.72,0.875,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,84.876,15.124,97.200,2.800,47.63,1.000,bicubic -maxvit_base_tf_224.in1k,224,84.870,15.130,97.004,2.996,119.47,0.950,bicubic -convnext_large.fb_in1k,288,84.862,15.138,97.210,2.790,197.77,1.000,bicubic -nextvit_small.bd_ssld_6m_in1k,224,84.856,15.144,97.380,2.620,31.76,0.950,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,84.842,15.158,97.482,2.518,22.21,1.000,bicubic -convformer_b36.sail_in1k,224,84.830,15.170,96.950,3.050,99.88,1.000,bicubic -efficientnetv2_rw_m.agc_in1k,416,84.824,15.176,97.150,2.850,53.24,1.000,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,84.810,15.190,97.300,2.700,39.57,0.965,bicubic -rdnet_large.nv_in1k,224,84.794,15.206,97.154,2.846,186.27,0.900,bicubic -tf_efficientnet_b6.ap_in1k,528,84.792,15.208,97.134,2.866,43.04,0.942,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,84.780,15.220,97.342,2.658,32.59,1.000,bicubic -deit3_large_patch16_224.fb_in1k,224,84.778,15.222,97.046,2.954,304.37,0.900,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,84.768,15.232,97.440,2.560,54.14,1.000,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,84.736,15.264,97.136,2.864,26.25,1.000,bicubic -nextvit_base.bd_in1k_384,384,84.726,15.274,97.224,2.776,44.82,1.000,bicubic -resnetrs350.tf_in1k,384,84.722,15.278,96.972,3.028,163.96,1.000,bicubic -ecaresnet269d.ra2_in1k,320,84.720,15.280,97.182,2.818,102.09,0.950,bicubic -eca_nfnet_l2.ra3_in1k,384,84.706,15.294,97.256,2.744,56.72,1.000,bicubic -dm_nfnet_f1.dm_in1k,320,84.696,15.304,97.180,2.820,132.63,0.910,bicubic -flexivit_base.1200ep_in1k,240,84.688,15.312,97.020,2.980,86.59,0.950,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,84.668,15.332,97.108,2.892,32.59,0.950,bicubic -davit_base.msft_in1k,224,84.650,15.350,97.018,2.982,87.95,0.950,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,84.640,15.360,97.062,2.938,66.01,0.950,bicubic -regnety_320.swag_lc_in1k,224,84.632,15.368,97.484,2.516,145.05,0.965,bicubic -swinv2_base_window16_256.ms_in1k,256,84.608,15.392,97.064,2.936,87.92,0.900,bicubic -fastvit_ma36.apple_dist_in1k,256,84.606,15.394,97.006,2.994,44.07,0.950,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,84.602,15.398,96.746,3.254,73.88,0.950,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,84.586,15.414,97.278,2.722,34.81,1.000,bicubic +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,85.108,14.892,97.53,2.47,86.57,0.9,bicubic +maxvit_tiny_tf_384.in1k,384,85.106,14.894,97.382,2.618,30.98,1.0,bicubic +xcit_small_24_p16_384.fb_dist_in1k,384,85.102,14.898,97.318,2.682,47.67,1.0,bicubic +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,85.098,14.902,97.632,2.368,28.64,1.0,bicubic +dm_nfnet_f3.dm_in1k,320,85.092,14.908,97.386,2.614,254.92,0.94,bicubic +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,85.09,14.91,97.442,2.558,468.53,0.875,bilinear 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+mambaout_base_tall_rw.sw_e500_in1k,288,84.988,15.012,97.334,2.666,86.48,1.0,bicubic +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,84.988,15.012,97.296,2.704,98.95,1.0,bicubic +ecaresnet269d.ra2_in1k,352,84.968,15.032,97.224,2.776,102.09,1.0,bicubic +mambaout_base_wide_rw.sw_e500_in1k,288,84.966,15.034,97.222,2.778,94.45,1.0,bicubic +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,84.956,15.044,97.384,2.616,38.88,0.95,bicubic +efficientnet_h_b5.sw_r448_e450_in1k,576,84.942,15.058,97.39,2.61,45.88,1.0,bicubic +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,84.94,15.06,96.968,3.032,41.72,0.95,bicubic +maxvit_large_tf_224.in1k,224,84.938,15.062,96.98,3.02,211.79,0.95,bicubic +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,84.936,15.064,97.456,2.544,936.53,1.0,bilinear +xcit_large_24_p16_224.fb_dist_in1k,224,84.936,15.064,97.128,2.872,189.1,1.0,bicubic +nextvit_large.bd_in1k_384,384,84.93,15.07,97.29,2.71,57.87,1.0,bicubic +hgnetv2_b5.ssld_stage1_in22k_in1k,288,84.93,15.07,97.494,2.506,39.57,1.0,bicubic +efficientnet_x_b5.sw_r448_e450_in1k,576,84.928,15.072,97.312,2.688,33.44,1.0,bicubic +tf_efficientnet_b7.ra_in1k,600,84.926,15.074,97.22,2.78,66.35,0.949,bicubic +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,84.912,15.088,97.26,2.74,34.36,0.95,bicubic +hgnet_base.ssld_in1k,224,84.908,15.092,97.342,2.658,71.58,0.965,bicubic +coat_lite_medium_384.in1k,384,84.89,15.11,97.376,2.624,44.57,1.0,bicubic +convnextv2_base.fcmae_ft_in1k,224,84.89,15.11,97.088,2.912,88.72,0.875,bicubic +maxvit_base_tf_224.in1k,224,84.884,15.116,97.002,2.998,119.47,0.95,bicubic +xcit_small_24_p8_224.fb_dist_in1k,224,84.878,15.122,97.2,2.8,47.63,1.0,bicubic +nextvit_small.bd_ssld_6m_in1k,224,84.872,15.128,97.372,2.628,31.76,0.95,bicubic +convnext_large.fb_in1k,288,84.862,15.138,97.21,2.79,197.77,1.0,bicubic +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,84.846,15.154,97.118,2.882,304.4,0.9,bicubic +deit3_small_patch16_384.fb_in22k_ft_in1k,384,84.846,15.154,97.486,2.514,22.21,1.0,bicubic +mambaout_base_short_rw.sw_e500_in1k,288,84.842,15.158,97.286,2.714,88.83,1.0,bicubic +vit_large_patch16_rope_mixed_224.naver_in1k,224,84.84,15.16,97.128,2.872,304.2,0.9,bicubic +efficientnetv2_rw_m.agc_in1k,416,84.83,15.17,97.148,2.852,53.24,1.0,bicubic +convformer_b36.sail_in1k,224,84.826,15.174,96.948,3.052,99.88,1.0,bicubic +hgnetv2_b5.ssld_stage2_ft_in1k,224,84.824,15.176,97.294,2.706,39.57,0.965,bicubic +rdnet_large.nv_in1k,224,84.794,15.206,97.156,2.844,186.27,0.9,bicubic +tf_efficientnet_b6.ap_in1k,528,84.794,15.206,97.138,2.862,43.04,0.942,bicubic +deit3_large_patch16_224.fb_in1k,224,84.772,15.228,97.048,2.952,304.37,0.9,bicubic +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,84.772,15.228,97.344,2.656,32.59,1.0,bicubic +tf_efficientnetv2_m.in21k_ft_in1k,384,84.768,15.232,97.434,2.566,54.14,1.0,bicubic +xcit_small_12_p16_384.fb_dist_in1k,384,84.734,15.266,97.136,2.864,26.25,1.0,bicubic +mambaout_base.in1k,288,84.73,15.27,96.934,3.066,84.81,1.0,bicubic +ecaresnet269d.ra2_in1k,320,84.724,15.276,97.18,2.82,102.09,0.95,bicubic +resnetrs350.tf_in1k,384,84.71,15.29,96.992,3.008,163.96,1.0,bicubic +eca_nfnet_l2.ra3_in1k,384,84.71,15.29,97.256,2.744,56.72,1.0,bicubic +nextvit_base.bd_in1k_384,384,84.706,15.294,97.22,2.78,44.82,1.0,bicubic +dm_nfnet_f1.dm_in1k,320,84.7,15.3,97.178,2.822,132.63,0.91,bicubic +flexivit_base.1200ep_in1k,240,84.678,15.322,96.98,3.02,86.59,0.95,bicubic +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,84.668,15.332,97.108,2.892,32.59,0.95,bicubic +vit_large_patch16_rope_ape_224.naver_in1k,224,84.66,15.34,97.146,2.854,304.37,0.9,bicubic +regnety_320.swag_lc_in1k,224,84.654,15.346,97.492,2.508,145.05,0.965,bicubic +davit_base.msft_in1k,224,84.652,15.348,97.02,2.98,87.95,0.95,bicubic +vit_large_patch16_rope_224.naver_in1k,224,84.646,15.354,97.12,2.88,304.17,0.9,bicubic +maxxvit_rmlp_small_rw_256.sw_in1k,256,84.634,15.366,97.062,2.938,66.01,0.95,bicubic +swinv2_base_window16_256.ms_in1k,256,84.608,15.392,97.064,2.936,87.92,0.9,bicubic +fastvit_ma36.apple_dist_in1k,256,84.608,15.392,96.996,3.004,44.07,0.95,bicubic +coatnet_rmlp_2_rw_224.sw_in1k,224,84.608,15.392,96.744,3.256,73.88,0.95,bicubic +mambaout_small_rw.sw_e450_in1k,288,84.604,15.396,97.096,2.904,48.5,1.0,bicubic +rexnetr_300.sw_in12k_ft_in1k,288,84.582,15.418,97.278,2.722,34.81,1.0,bicubic convnext_small.fb_in22k_ft_in1k,224,84.582,15.418,97.414,2.586,50.22,0.875,bicubic -seresnextaa101d_32x8d.ah_in1k,288,84.576,15.424,97.074,2.926,93.59,1.000,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,84.566,15.434,97.178,2.822,38.85,1.000,bicubic -flexivit_base.600ep_in1k,240,84.560,15.440,96.910,3.090,86.59,0.950,bicubic -tf_efficientnetv2_m.in1k,384,84.558,15.442,97.056,2.944,54.14,1.000,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,84.554,15.446,97.106,2.894,34.36,0.950,bicubic -caformer_s36.sail_in1k,224,84.544,15.456,97.010,2.990,39.30,1.000,bicubic -resnest269e.in1k,416,84.540,15.460,96.990,3.010,110.93,0.928,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,84.532,15.468,97.298,2.702,86.57,0.900,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,84.526,15.474,97.040,2.960,51.52,0.900,bicubic -regnetz_040_h.ra3_in1k,320,84.510,15.490,97.016,2.984,28.94,1.000,bicubic -convformer_m36.sail_in1k,224,84.486,15.514,96.866,3.134,57.05,1.000,bicubic -hrnet_w48_ssld.paddle_in1k,288,84.484,15.516,97.226,2.774,77.47,1.000,bilinear -maxvit_rmlp_small_rw_224.sw_in1k,224,84.484,15.516,96.774,3.226,64.90,0.900,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,84.480,15.520,97.416,2.584,236.34,1.000,bilinear -swin_base_patch4_window12_384.ms_in1k,384,84.476,15.524,96.886,3.114,87.90,1.000,bicubic -convnext_base.fb_in1k,288,84.466,15.534,96.982,3.018,88.59,1.000,bicubic +seresnextaa101d_32x8d.ah_in1k,288,84.58,15.42,97.062,2.938,93.59,1.0,bicubic +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,84.564,15.436,97.108,2.892,34.36,0.95,bicubic +flexivit_base.600ep_in1k,240,84.564,15.436,96.91,3.09,86.59,0.95,bicubic +tf_efficientnetv2_m.in1k,384,84.554,15.446,97.058,2.942,54.14,1.0,bicubic +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,84.55,15.45,97.18,2.82,38.85,1.0,bicubic +resnest269e.in1k,416,84.542,15.458,96.988,3.012,110.93,0.928,bicubic +vit_base_patch16_224.augreg_in21k_ft_in1k,224,84.534,15.466,97.3,2.7,86.57,0.9,bicubic +caformer_s36.sail_in1k,224,84.528,15.472,97.01,2.99,39.3,1.0,bicubic +hiera_base_224.mae_in1k_ft_in1k,224,84.528,15.472,97.022,2.978,51.52,0.9,bicubic +mambaout_small.in1k,288,84.512,15.488,96.97,3.03,48.49,1.0,bicubic +regnetz_040_h.ra3_in1k,320,84.498,15.502,97.006,2.994,28.94,1.0,bicubic +maxvit_rmlp_small_rw_224.sw_in1k,224,84.488,15.512,96.772,3.228,64.9,0.9,bicubic +convformer_m36.sail_in1k,224,84.486,15.514,96.866,3.134,57.05,1.0,bicubic +hrnet_w48_ssld.paddle_in1k,288,84.484,15.516,97.224,2.776,77.47,1.0,bilinear +swin_base_patch4_window12_384.ms_in1k,384,84.478,15.522,96.886,3.114,87.9,1.0,bicubic +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,84.468,15.532,97.432,2.568,236.34,1.0,bilinear +convnext_base.fb_in1k,288,84.466,15.534,96.982,3.018,88.59,1.0,bicubic +efficientvit_l1.r224_in1k,224,84.464,15.536,96.86,3.14,52.65,1.0,bicubic +gcvit_base.in1k,224,84.456,15.544,96.848,3.152,90.32,0.875,bicubic hgnetv2_b5.ssld_stage1_in22k_in1k,224,84.456,15.544,97.218,2.782,39.57,0.965,bicubic -maxvit_small_tf_224.in1k,224,84.456,15.544,96.828,3.172,68.93,0.950,bicubic -gcvit_base.in1k,224,84.454,15.546,96.850,3.150,90.32,0.875,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,84.450,15.550,97.218,2.782,38.86,0.950,bicubic -convnext_tiny.in12k_ft_in1k,288,84.448,15.552,97.328,2.672,28.59,1.000,bicubic -efficientvit_l1.r224_in1k,224,84.448,15.552,96.856,3.144,52.65,1.000,bicubic -resnetrs200.tf_in1k,320,84.446,15.554,97.072,2.928,93.21,1.000,bicubic -resnetrs270.tf_in1k,352,84.440,15.560,96.974,3.026,129.86,1.000,bicubic -mvitv2_base.fb_in1k,224,84.438,15.562,96.862,3.138,51.47,0.900,bicubic -tf_efficientnet_b7.aa_in1k,600,84.436,15.564,96.920,3.080,66.35,0.949,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,84.432,15.568,97.152,2.848,328.99,0.900,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,84.430,15.570,97.380,2.620,387.93,1.000,bilinear -regnety_1280.seer_ft_in1k,384,84.426,15.574,97.084,2.916,644.81,1.000,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,84.422,15.578,97.254,2.746,28.64,1.000,bicubic -regnetz_e8.ra3_in1k,256,84.418,15.582,96.986,3.014,57.70,0.940,bicubic -seresnext101d_32x8d.ah_in1k,288,84.402,15.598,96.922,3.078,93.59,1.000,bicubic -flexivit_base.300ep_in1k,240,84.402,15.598,96.886,3.114,86.59,0.950,bicubic -convformer_s18.sail_in1k_384,384,84.394,15.606,97.112,2.888,26.77,1.000,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,84.388,15.612,97.108,2.892,129.14,0.875,bicubic -xcit_large_24_p8_224.fb_in1k,224,84.386,15.614,96.666,3.334,188.93,1.000,bicubic -hgnet_small.ssld_in1k,288,84.378,15.622,97.130,2.870,24.36,1.000,bicubic -rdnet_base.nv_in1k,224,84.368,15.632,96.872,3.128,87.45,0.900,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,84.364,15.636,96.908,3.092,37.76,1.000,bicubic -seresnet152d.ra2_in1k,320,84.354,15.646,97.042,2.958,66.84,1.000,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,84.322,15.678,96.812,3.188,63.95,0.950,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,84.316,15.684,97.268,2.732,21.46,1.000,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,84.314,15.686,97.100,2.900,32.59,0.950,bicubic -resnetrs350.tf_in1k,288,84.308,15.692,96.928,3.072,163.96,1.000,bicubic -convnext_large.fb_in1k,224,84.298,15.702,96.892,3.108,197.77,0.875,bicubic -efficientnetv2_rw_m.agc_in1k,320,84.294,15.706,96.876,3.124,53.24,1.000,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,84.288,15.712,96.936,3.064,84.40,1.000,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,84.282,15.718,97.174,2.826,88.79,0.875,bilinear -mobilenetv4_hybrid_large.e600_r384_in1k,448,84.274,15.726,96.950,3.050,37.76,1.000,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,84.272,15.728,96.798,3.202,86.54,0.875,bilinear -davit_small.msft_in1k,224,84.266,15.734,96.930,3.070,49.75,0.950,bicubic -regnetz_040.ra3_in1k,320,84.256,15.744,96.934,3.066,27.12,1.000,bicubic -tf_efficientnet_b5.ap_in1k,456,84.254,15.746,96.978,3.022,30.39,0.934,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,84.250,15.750,96.874,3.126,26.21,1.000,bicubic -resnetrs420.tf_in1k,320,84.250,15.750,96.866,3.134,191.89,1.000,bicubic -swinv2_base_window8_256.ms_in1k,256,84.246,15.754,96.902,3.098,87.92,0.900,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,84.234,15.766,96.784,3.216,29.15,0.950,bicubic -swinv2_small_window16_256.ms_in1k,256,84.216,15.784,96.874,3.126,49.73,0.900,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,84.208,15.792,97.220,2.780,86.86,1.000,bicubic -crossvit_18_dagger_408.in1k,408,84.202,15.798,96.832,3.168,44.61,1.000,bicubic -seresnext101_32x8d.ah_in1k,288,84.194,15.806,96.862,3.138,93.57,1.000,bicubic -convnext_tiny.in12k_ft_in1k,224,84.192,15.808,97.132,2.868,28.59,0.950,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,84.164,15.836,97.188,2.812,194.03,0.875,bilinear -eca_nfnet_l2.ra3_in1k,320,84.156,15.844,97.018,2.982,56.72,0.900,bicubic -efficientvit_b3.r288_in1k,288,84.156,15.844,96.732,3.268,48.65,1.000,bicubic -regnetz_d8_evos.ch_in1k,320,84.152,15.848,97.020,2.980,23.46,1.000,bicubic -volo_d1_224.sail_in1k,224,84.152,15.848,96.774,3.226,26.63,0.960,bicubic -tf_efficientnet_b6.aa_in1k,528,84.118,15.882,96.886,3.114,43.04,0.942,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,84.102,15.898,97.118,2.882,44.57,1.000,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,84.098,15.902,97.138,2.862,28.59,1.000,bicubic -inception_next_base.sail_in1k,224,84.098,15.902,96.782,3.218,86.67,0.950,bicubic -dm_nfnet_f2.dm_in1k,256,84.092,15.908,96.906,3.094,193.78,0.920,bicubic -caformer_s18.sail_in22k_ft_in1k,224,84.086,15.914,97.188,2.812,26.34,1.000,bicubic -edgenext_base.in21k_ft_in1k,320,84.076,15.924,97.208,2.792,18.51,1.000,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,84.074,15.926,97.314,2.686,36.47,1.000,bicubic -convformer_s36.sail_in1k,224,84.072,15.928,96.756,3.244,40.01,1.000,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,84.064,15.936,96.900,3.100,12.23,0.904,bicubic -cait_xs24_384.fb_dist_in1k,384,84.064,15.936,96.882,3.118,26.67,1.000,bicubic -eca_nfnet_l1.ra2_in1k,320,84.050,15.950,97.034,2.966,41.41,1.000,bicubic -regnetz_d8.ra3_in1k,320,84.042,15.958,97.002,2.998,23.37,1.000,bicubic -nextvit_small.bd_in1k_384,384,84.042,15.958,96.990,3.010,31.76,1.000,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,84.036,15.964,97.000,3.000,34.81,0.950,bicubic -fastvit_sa36.apple_dist_in1k,256,84.032,15.968,96.850,3.150,31.53,0.900,bicubic -regnetz_d32.ra3_in1k,320,84.028,15.972,96.870,3.130,27.58,0.950,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,83.992,16.008,97.132,2.868,217.32,1.000,bilinear -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,83.984,16.016,96.708,3.292,37.76,0.950,bicubic -resnet200d.ra2_in1k,320,83.976,16.024,96.820,3.180,64.69,1.000,bicubic -edgenext_base.usi_in1k,320,83.970,16.030,96.770,3.230,18.51,1.000,bicubic -regnety_080.ra3_in1k,288,83.940,16.060,96.880,3.120,39.18,1.000,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,83.934,16.066,97.064,2.936,19.80,1.000,bicubic -swin_s3_base_224.ms_in1k,224,83.920,16.080,96.650,3.350,71.13,0.900,bicubic -regnety_640.seer_ft_in1k,384,83.916,16.084,96.920,3.080,281.38,1.000,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,83.910,16.090,96.686,3.314,60.23,0.950,bicubic -gcvit_small.in1k,224,83.908,16.092,96.660,3.340,51.09,0.875,bicubic +maxvit_small_tf_224.in1k,224,84.452,15.548,96.824,3.176,68.93,0.95,bicubic +resnetrs200.tf_in1k,320,84.448,15.552,97.074,2.926,93.21,1.0,bicubic +mambaout_base_wide_rw.sw_e500_in1k,224,84.448,15.552,96.872,3.128,94.45,0.95,bicubic +convnext_tiny.in12k_ft_in1k,288,84.448,15.552,97.328,2.672,28.59,1.0,bicubic +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,84.442,15.558,97.214,2.786,38.86,0.95,bicubic +resnetrs270.tf_in1k,352,84.438,15.562,96.972,3.028,129.86,1.0,bicubic +mambaout_base_tall_rw.sw_e500_in1k,224,84.436,15.564,96.956,3.044,86.48,0.95,bicubic +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,84.434,15.566,97.152,2.848,328.99,0.9,bicubic +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,84.43,15.57,97.38,2.62,387.93,1.0,bilinear +convnextv2_tiny.fcmae_ft_in22k_in1k,288,84.428,15.572,97.26,2.74,28.64,1.0,bicubic +regnety_1280.seer_ft_in1k,384,84.426,15.574,97.086,2.914,644.81,1.0,bicubic +mvitv2_base.fb_in1k,224,84.424,15.576,96.864,3.136,51.47,0.9,bicubic +tf_efficientnet_b7.aa_in1k,600,84.424,15.576,96.908,3.092,66.35,0.949,bicubic +efficientnet_h_b5.sw_r448_e450_in1k,448,84.418,15.582,97.14,2.86,45.88,1.0,bicubic +regnetz_e8.ra3_in1k,256,84.418,15.582,96.988,3.012,57.7,0.94,bicubic +resmlp_big_24_224.fb_in22k_ft_in1k,224,84.414,15.586,97.108,2.892,129.14,0.875,bicubic +flexivit_base.300ep_in1k,240,84.402,15.598,96.884,3.116,86.59,0.95,bicubic +convformer_s18.sail_in1k_384,384,84.392,15.608,97.11,2.89,26.77,1.0,bicubic +xcit_large_24_p8_224.fb_in1k,224,84.38,15.62,96.664,3.336,188.93,1.0,bicubic +seresnext101d_32x8d.ah_in1k,288,84.38,15.62,96.918,3.082,93.59,1.0,bicubic +hgnet_small.ssld_in1k,288,84.368,15.632,97.13,2.87,24.36,1.0,bicubic +rdnet_base.nv_in1k,224,84.366,15.634,96.878,3.122,87.45,0.9,bicubic +mambaout_base_short_rw.sw_e500_in1k,224,84.364,15.636,96.944,3.056,88.83,0.95,bicubic +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,84.352,15.648,96.888,3.112,37.76,1.0,bicubic +seresnet152d.ra2_in1k,320,84.344,15.656,97.044,2.956,66.84,1.0,bicubic +tf_efficientnetv2_s.in21k_ft_in1k,384,84.332,15.668,97.274,2.726,21.46,1.0,bicubic +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,84.316,15.684,96.81,3.19,63.95,0.95,bicubic +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,84.314,15.686,97.102,2.898,32.59,0.95,bicubic +convnext_large.fb_in1k,224,84.304,15.696,96.892,3.108,197.77,0.875,bicubic +resnetrs350.tf_in1k,288,84.304,15.696,96.942,3.058,163.96,1.0,bicubic +efficientnetv2_rw_m.agc_in1k,320,84.296,15.704,96.872,3.128,53.24,1.0,bicubic +xcit_medium_24_p16_224.fb_dist_in1k,224,84.292,15.708,96.936,3.064,84.4,1.0,bicubic +vit_base_patch16_224_miil.in21k_ft_in1k,224,84.278,15.722,96.798,3.202,86.54,0.875,bilinear +resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,84.276,15.724,97.188,2.812,88.79,0.875,bilinear +mobilenetv4_hybrid_large.e600_r384_in1k,448,84.264,15.736,96.956,3.044,37.76,1.0,bicubic +tf_efficientnet_b5.ap_in1k,456,84.258,15.742,96.984,3.016,30.39,0.934,bicubic +davit_small.msft_in1k,224,84.252,15.748,96.942,3.058,49.75,0.95,bicubic +xcit_small_12_p8_224.fb_dist_in1k,224,84.252,15.748,96.874,3.126,26.21,1.0,bicubic +swinv2_base_window8_256.ms_in1k,256,84.246,15.754,96.902,3.098,87.92,0.9,bicubic +regnetz_040.ra3_in1k,320,84.242,15.758,96.936,3.064,27.12,1.0,bicubic +resnetrs420.tf_in1k,320,84.24,15.76,96.862,3.138,191.89,1.0,bicubic +maxvit_rmlp_tiny_rw_256.sw_in1k,256,84.226,15.774,96.782,3.218,29.15,0.95,bicubic +swinv2_small_window16_256.ms_in1k,256,84.216,15.784,96.874,3.126,49.73,0.9,bicubic +vit_base_patch16_384.orig_in21k_ft_in1k,384,84.212,15.788,97.21,2.79,86.86,1.0,bicubic +efficientnet_x_b5.sw_r448_e450_in1k,448,84.202,15.798,96.972,3.028,33.44,1.0,bicubic +crossvit_18_dagger_408.in1k,408,84.198,15.802,96.834,3.166,44.61,1.0,bicubic +mambaout_base.in1k,224,84.194,15.806,96.668,3.332,84.81,1.0,bicubic +seresnext101_32x8d.ah_in1k,288,84.192,15.808,96.86,3.14,93.57,1.0,bicubic +convnext_tiny.in12k_ft_in1k,224,84.192,15.808,97.132,2.868,28.59,0.95,bicubic +eca_nfnet_l2.ra3_in1k,320,84.17,15.83,97.016,2.984,56.72,0.9,bicubic +resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,84.166,15.834,97.192,2.808,194.03,0.875,bilinear +efficientvit_b3.r288_in1k,288,84.162,15.838,96.732,3.268,48.65,1.0,bicubic +volo_d1_224.sail_in1k,224,84.148,15.852,96.772,3.228,26.63,0.96,bicubic +regnetz_d8_evos.ch_in1k,320,84.138,15.862,97.018,2.982,23.46,1.0,bicubic +tf_efficientnet_b6.aa_in1k,528,84.124,15.876,96.89,3.11,43.04,0.942,bicubic +resnetaa101d.sw_in12k_ft_in1k,288,84.114,15.886,97.114,2.886,44.57,1.0,bicubic +dm_nfnet_f2.dm_in1k,256,84.1,15.9,96.91,3.09,193.78,0.92,bicubic +inception_next_base.sail_in1k,224,84.098,15.902,96.782,3.218,86.67,0.95,bicubic +convnext_tiny.fb_in22k_ft_in1k_384,384,84.098,15.902,97.138,2.862,28.59,1.0,bicubic +mambaout_small.in1k,224,84.094,15.906,96.626,3.374,48.49,1.0,bicubic +caformer_s18.sail_in22k_ft_in1k,224,84.092,15.908,97.182,2.818,26.34,1.0,bicubic +edgenext_base.in21k_ft_in1k,320,84.076,15.924,97.208,2.792,18.51,1.0,bicubic +convformer_s36.sail_in1k,224,84.068,15.932,96.744,3.256,40.01,1.0,bicubic +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,84.066,15.934,97.31,2.69,36.47,1.0,bicubic +cait_xs24_384.fb_dist_in1k,384,84.064,15.936,96.888,3.112,26.67,1.0,bicubic +eca_nfnet_l1.ra2_in1k,320,84.062,15.938,97.026,2.974,41.41,1.0,bicubic +tf_efficientnet_b3.ns_jft_in1k,300,84.054,15.946,96.926,3.074,12.23,0.904,bicubic +regnetz_d8.ra3_in1k,320,84.044,15.956,97.004,2.996,23.37,1.0,bicubic +mambaout_small_rw.sw_e450_in1k,224,84.04,15.96,96.742,3.258,48.5,1.0,bicubic +nextvit_small.bd_in1k_384,384,84.036,15.964,96.992,3.008,31.76,1.0,bicubic +rexnetr_300.sw_in12k_ft_in1k,224,84.036,15.964,96.994,3.006,34.81,0.95,bicubic +fastvit_sa36.apple_dist_in1k,256,84.028,15.972,96.85,3.15,31.53,0.9,bicubic +regnetz_d32.ra3_in1k,320,84.028,15.972,96.872,3.128,27.58,0.95,bicubic +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,83.996,16.004,96.714,3.286,37.76,0.95,bicubic +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,83.982,16.018,97.13,2.87,217.32,1.0,bilinear +resnet200d.ra2_in1k,320,83.976,16.024,96.82,3.18,64.69,1.0,bicubic +edgenext_base.usi_in1k,320,83.97,16.03,96.77,3.23,18.51,1.0,bicubic +hgnetv2_b4.ssld_stage2_ft_in1k,288,83.952,16.048,97.066,2.934,19.8,1.0,bicubic +regnety_080.ra3_in1k,288,83.94,16.06,96.884,3.116,39.18,1.0,bicubic +regnety_640.seer_ft_in1k,384,83.924,16.076,96.926,3.074,281.38,1.0,bicubic +swin_s3_base_224.ms_in1k,224,83.92,16.08,96.65,3.35,71.13,0.9,bicubic +tresnet_v2_l.miil_in21k_ft_in1k,224,83.91,16.09,96.492,3.508,46.17,0.875,bilinear +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,83.906,16.094,96.678,3.322,60.23,0.95,bicubic +gcvit_small.in1k,224,83.904,16.096,96.662,3.338,51.09,0.875,bicubic convnextv2_tiny.fcmae_ft_in22k_in1k,224,83.904,16.096,96.964,3.036,28.64,0.875,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,83.902,16.098,96.496,3.504,46.17,0.875,bilinear -seresnextaa101d_32x8d.ah_in1k,224,83.900,16.100,96.648,3.352,93.59,0.950,bicubic -tf_efficientnetv2_s.in1k,384,83.896,16.104,96.698,3.302,21.46,1.000,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,83.890,16.110,96.674,3.326,86.43,0.950,bicubic -resnetrs200.tf_in1k,256,83.886,16.114,96.762,3.238,93.21,1.000,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,83.886,16.114,96.680,3.320,35.01,0.900,bicubic -fastvit_ma36.apple_in1k,256,83.884,16.116,96.762,3.238,44.07,0.950,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,83.882,16.118,97.116,2.884,236.34,1.000,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,83.878,16.122,96.734,3.266,47.67,1.000,bicubic -resnest200e.in1k,320,83.872,16.128,96.876,3.124,70.20,0.909,bicubic -xcit_small_24_p8_224.fb_in1k,224,83.854,16.146,96.636,3.364,47.63,1.000,bicubic -swinv2_small_window8_256.ms_in1k,256,83.844,16.156,96.650,3.350,49.73,0.900,bicubic -crossvit_15_dagger_408.in1k,408,83.840,16.160,96.780,3.220,28.50,1.000,bicubic -convnext_base.fb_in1k,224,83.834,16.166,96.746,3.254,88.59,0.875,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,83.832,16.168,96.732,3.268,32.59,1.000,bicubic -efficientnetv2_rw_s.ra2_in1k,384,83.830,16.170,96.712,3.288,23.94,1.000,bicubic -tf_efficientnet_b5.ra_in1k,456,83.828,16.172,96.766,3.234,30.39,0.934,bicubic -focalnet_base_lrf.ms_in1k,224,83.828,16.172,96.614,3.386,88.75,0.900,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,83.822,16.178,96.768,3.232,37.76,0.950,bicubic -efficientvit_b3.r256_in1k,256,83.814,16.186,96.514,3.486,48.65,1.000,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,83.812,16.188,96.822,3.178,38.74,0.950,bicubic -hgnet_small.ssld_in1k,224,83.810,16.190,96.868,3.132,24.36,0.965,bicubic -regnety_160.swag_lc_in1k,224,83.808,16.192,97.284,2.716,83.59,0.965,bicubic -focalnet_base_srf.ms_in1k,224,83.808,16.192,96.660,3.340,88.15,0.900,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,83.804,16.196,97.108,2.892,22.20,1.000,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,83.802,16.198,96.958,3.042,22.52,0.950,bicubic -deit3_base_patch16_224.fb_in1k,224,83.794,16.206,96.582,3.418,86.59,0.900,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,83.784,16.216,96.716,3.284,12.11,1.000,bicubic -swin_s3_small_224.ms_in1k,224,83.778,16.222,96.460,3.540,49.74,0.900,bicubic -pit_b_distilled_224.in1k,224,83.774,16.226,96.468,3.532,74.79,0.900,bicubic -mvitv2_small.fb_in1k,224,83.772,16.228,96.558,3.442,34.87,0.900,bicubic -regnetz_040_h.ra3_in1k,256,83.768,16.232,96.692,3.308,28.94,1.000,bicubic -pvt_v2_b5.in1k,224,83.768,16.232,96.632,3.368,81.96,0.900,bicubic -convformer_s18.sail_in22k_ft_in1k,224,83.762,16.238,97.048,2.952,26.77,1.000,bicubic -regnetv_064.ra3_in1k,288,83.748,16.252,96.746,3.254,30.58,1.000,bicubic -repvit_m2_3.dist_450e_in1k,224,83.742,16.258,96.642,3.358,23.69,0.950,bicubic -xcit_medium_24_p8_224.fb_in1k,224,83.742,16.258,96.392,3.608,84.32,1.000,bicubic -regnety_064.ra3_in1k,288,83.712,16.288,96.728,3.272,30.58,1.000,bicubic -pvt_v2_b4.in1k,224,83.712,16.288,96.670,3.330,62.56,0.900,bicubic -resnetrs152.tf_in1k,320,83.710,16.290,96.610,3.390,86.62,1.000,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,83.708,16.292,96.618,3.382,60.40,0.950,bicubic -convnext_small.fb_in1k,288,83.704,16.296,96.816,3.184,50.22,1.000,bicubic -regnety_160.deit_in1k,288,83.700,16.300,96.786,3.214,83.59,1.000,bicubic -seresnext101d_32x8d.ah_in1k,224,83.700,16.300,96.590,3.410,93.59,0.950,bicubic -tf_efficientnet_b5.aa_in1k,456,83.696,16.304,96.714,3.286,30.39,0.934,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,83.694,16.306,96.788,3.212,19.80,0.965,bicubic -seresnet152d.ra2_in1k,256,83.694,16.306,96.784,3.216,66.84,0.950,bicubic -twins_svt_large.in1k,224,83.690,16.310,96.608,3.392,99.27,0.900,bicubic -resnet152d.ra2_in1k,320,83.684,16.316,96.750,3.250,60.21,1.000,bicubic -edgenext_base.usi_in1k,256,83.684,16.316,96.700,3.300,18.51,0.950,bicubic -hrnet_w48_ssld.paddle_in1k,224,83.678,16.322,96.848,3.152,77.47,0.950,bilinear -rdnet_small.nv_in1k,224,83.668,16.332,96.712,3.288,50.44,0.900,bicubic -caformer_s18.sail_in1k,224,83.668,16.332,96.520,3.480,26.34,1.000,bicubic -regnetz_040.ra3_in1k,256,83.660,16.340,96.684,3.316,27.12,1.000,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,83.644,16.356,96.546,3.454,60.40,0.950,bicubic -nextvit_large.bd_in1k,224,83.642,16.358,96.684,3.316,57.87,0.950,bicubic -efficientformerv2_l.snap_dist_in1k,224,83.640,16.360,96.540,3.460,26.32,0.950,bicubic -seresnext101_32x8d.ah_in1k,224,83.618,16.382,96.412,3.588,93.57,0.950,bicubic -coatnet_1_rw_224.sw_in1k,224,83.612,16.388,96.382,3.618,41.72,0.950,bicubic -swin_base_patch4_window7_224.ms_in1k,224,83.610,16.390,96.450,3.550,87.77,0.900,bicubic -coat_lite_medium.in1k,224,83.602,16.398,96.714,3.286,44.57,0.900,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,83.594,16.406,96.654,3.346,129.14,0.875,bicubic -resnetrs270.tf_in1k,256,83.594,16.406,96.616,3.384,129.86,1.000,bicubic +tf_efficientnetv2_s.in1k,384,83.9,16.1,96.702,3.298,21.46,1.0,bicubic +seresnextaa101d_32x8d.ah_in1k,224,83.9,16.1,96.648,3.352,93.59,0.95,bicubic +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,83.898,16.102,96.752,3.248,86.59,0.9,bicubic +hiera_small_224.mae_in1k_ft_in1k,224,83.888,16.112,96.668,3.332,35.01,0.9,bicubic +resnetrs200.tf_in1k,256,83.884,16.116,96.762,3.238,93.21,1.0,bicubic +fastvit_ma36.apple_in1k,256,83.884,16.116,96.756,3.244,44.07,0.95,bicubic +resnest200e.in1k,320,83.88,16.12,96.88,3.12,70.2,0.909,bicubic +xcit_small_24_p16_224.fb_dist_in1k,224,83.88,16.12,96.734,3.266,47.67,1.0,bicubic +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,83.872,16.128,96.676,3.324,86.43,0.95,bicubic +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,83.858,16.142,97.13,2.87,236.34,1.0,bicubic +xcit_small_24_p8_224.fb_in1k,224,83.854,16.146,96.636,3.364,47.63,1.0,bicubic +swinv2_small_window8_256.ms_in1k,256,83.844,16.156,96.65,3.35,49.73,0.9,bicubic +crossvit_15_dagger_408.in1k,408,83.842,16.158,96.786,3.214,28.5,1.0,bicubic +convnext_base.fb_in1k,224,83.838,16.162,96.746,3.254,88.59,0.875,bicubic +tf_efficientnet_b5.ra_in1k,456,83.834,16.166,96.764,3.236,30.39,0.934,bicubic +efficientnetv2_rw_s.ra2_in1k,384,83.83,16.17,96.712,3.288,23.94,1.0,bicubic +focalnet_base_lrf.ms_in1k,224,83.828,16.172,96.61,3.39,88.75,0.9,bicubic +mobilenetv4_hybrid_large.e600_r384_in1k,384,83.826,16.174,96.748,3.252,37.76,0.95,bicubic +mobilenetv4_conv_aa_large.e600_r384_in1k,480,83.826,16.174,96.72,3.28,32.59,1.0,bicubic +hgnet_small.ssld_in1k,224,83.818,16.182,96.846,3.154,24.36,0.965,bicubic +vit_small_patch16_384.augreg_in21k_ft_in1k,384,83.814,16.186,97.106,2.894,22.2,1.0,bicubic +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,83.81,16.19,96.824,3.176,38.74,0.95,bicubic +focalnet_base_srf.ms_in1k,224,83.808,16.192,96.66,3.34,88.15,0.9,bicubic +regnety_160.swag_lc_in1k,224,83.806,16.194,97.284,2.716,83.59,0.965,bicubic +vit_base_patch16_rope_mixed_224.naver_in1k,224,83.806,16.194,96.722,3.278,86.44,0.9,bicubic +deit3_base_patch16_224.fb_in1k,224,83.8,16.2,96.584,3.416,86.59,0.9,bicubic +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,83.8,16.2,96.972,3.028,22.52,0.95,bicubic +xcit_tiny_24_p8_384.fb_dist_in1k,384,83.784,16.216,96.716,3.284,12.11,1.0,bicubic +efficientvit_b3.r256_in1k,256,83.782,16.218,96.498,3.502,48.65,1.0,bicubic +vit_base_patch16_rope_ape_224.naver_in1k,224,83.78,16.22,96.61,3.39,86.59,0.9,bicubic +swin_s3_small_224.ms_in1k,224,83.778,16.222,96.46,3.54,49.74,0.9,bicubic +pit_b_distilled_224.in1k,224,83.774,16.226,96.468,3.532,74.79,0.9,bicubic +mvitv2_small.fb_in1k,224,83.772,16.228,96.558,3.442,34.87,0.9,bicubic +convformer_s18.sail_in22k_ft_in1k,224,83.768,16.232,97.046,2.954,26.77,1.0,bicubic +regnetz_040_h.ra3_in1k,256,83.764,16.236,96.7,3.3,28.94,1.0,bicubic +pvt_v2_b5.in1k,224,83.76,16.24,96.634,3.366,81.96,0.9,bicubic +regnetv_064.ra3_in1k,288,83.746,16.254,96.746,3.254,30.58,1.0,bicubic +repvit_m2_3.dist_450e_in1k,224,83.746,16.254,96.65,3.35,23.69,0.95,bicubic +xcit_medium_24_p8_224.fb_in1k,224,83.744,16.256,96.394,3.606,84.32,1.0,bicubic +twins_svt_large.in1k,224,83.718,16.282,96.6,3.4,99.27,0.9,bicubic +regnety_064.ra3_in1k,288,83.716,16.284,96.724,3.276,30.58,1.0,bicubic +vit_base_patch16_rope_224.naver_in1k,224,83.714,16.286,96.674,3.326,86.43,0.9,bicubic +resnetrs152.tf_in1k,320,83.71,16.29,96.614,3.386,86.62,1.0,bicubic +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,83.71,16.29,96.616,3.384,60.4,0.95,bicubic +pvt_v2_b4.in1k,224,83.71,16.29,96.672,3.328,62.56,0.9,bicubic +regnety_160.deit_in1k,288,83.704,16.296,96.79,3.21,83.59,1.0,bicubic +convnext_small.fb_in1k,288,83.704,16.296,96.816,3.184,50.22,1.0,bicubic +seresnext101d_32x8d.ah_in1k,224,83.702,16.298,96.62,3.38,93.59,0.95,bicubic +seresnet152d.ra2_in1k,256,83.702,16.298,96.794,3.206,66.84,0.95,bicubic +hgnetv2_b4.ssld_stage2_ft_in1k,224,83.7,16.3,96.788,3.212,19.8,0.965,bicubic +tf_efficientnet_b5.aa_in1k,456,83.696,16.304,96.712,3.288,30.39,0.934,bicubic +edgenext_base.usi_in1k,256,83.684,16.316,96.698,3.302,18.51,0.95,bicubic +resnet152d.ra2_in1k,320,83.684,16.316,96.75,3.25,60.21,1.0,bicubic +caformer_s18.sail_in1k,224,83.664,16.336,96.526,3.474,26.34,1.0,bicubic +rdnet_small.nv_in1k,224,83.658,16.342,96.704,3.296,50.44,0.9,bicubic +hrnet_w48_ssld.paddle_in1k,224,83.656,16.344,96.848,3.152,77.47,0.95,bilinear +nextvit_large.bd_in1k,224,83.654,16.346,96.682,3.318,57.87,0.95,bicubic +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,83.652,16.348,96.546,3.454,60.4,0.95,bicubic +regnetz_040.ra3_in1k,256,83.644,16.356,96.682,3.318,27.12,1.0,bicubic +efficientformerv2_l.snap_dist_in1k,224,83.642,16.358,96.546,3.454,26.32,0.95,bicubic +coatnet_1_rw_224.sw_in1k,224,83.62,16.38,96.382,3.618,41.72,0.95,bicubic +seresnext101_32x8d.ah_in1k,224,83.618,16.382,96.412,3.588,93.57,0.95,bicubic +swin_base_patch4_window7_224.ms_in1k,224,83.604,16.396,96.45,3.55,87.77,0.9,bicubic +coat_lite_medium.in1k,224,83.602,16.398,96.714,3.286,44.57,0.9,bicubic +resnetrs270.tf_in1k,256,83.596,16.404,96.616,3.384,129.86,1.0,bicubic +resmlp_big_24_224.fb_distilled_in1k,224,83.594,16.406,96.658,3.342,129.14,0.875,bicubic +hgnetv2_b3.ssld_stage2_ft_in1k,288,83.588,16.412,96.812,3.188,16.29,1.0,bicubic inception_next_small.sail_in1k,224,83.584,16.416,96.598,3.402,49.37,0.875,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,83.580,16.420,96.814,3.186,16.29,1.000,bicubic -repvgg_d2se.rvgg_in1k,320,83.554,16.446,96.664,3.336,133.33,1.000,bilinear -regnetz_d8.ra3_in1k,256,83.548,16.452,96.746,3.254,23.37,0.940,bicubic -nest_base_jx.goog_in1k,224,83.546,16.454,96.366,3.634,67.72,0.875,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,83.544,16.456,96.828,3.172,44.57,0.950,bicubic -cs3se_edgenet_x.c2ns_in1k,320,83.544,16.456,96.664,3.336,50.72,1.000,bicubic -repvit_m2_3.dist_300e_in1k,224,83.524,16.476,96.532,3.468,23.69,0.950,bicubic -maxvit_tiny_rw_224.sw_in1k,224,83.522,16.478,96.488,3.512,29.06,0.950,bicubic -focalnet_small_lrf.ms_in1k,224,83.508,16.492,96.586,3.414,50.34,0.900,bicubic -fastvit_sa36.apple_in1k,256,83.504,16.496,96.630,3.370,31.53,0.900,bicubic -nextvit_base.bd_in1k,224,83.496,16.504,96.646,3.354,44.82,0.950,bicubic -resnet152.a1h_in1k,288,83.494,16.506,96.522,3.478,60.19,1.000,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,83.490,16.510,96.486,3.514,49.70,0.900,bicubic -cait_s24_224.fb_dist_in1k,224,83.484,16.516,96.586,3.414,46.92,1.000,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,83.476,16.524,96.718,3.282,28.64,1.000,bicubic -efficientnet_b4.ra2_in1k,384,83.474,16.526,96.584,3.416,19.34,1.000,bicubic -dm_nfnet_f0.dm_in1k,256,83.470,16.530,96.568,3.432,71.49,0.900,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,83.468,16.532,96.622,3.378,38.88,0.950,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,83.458,16.542,96.522,3.478,38.88,0.950,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,83.448,16.552,96.922,3.078,19.80,1.000,bicubic -dm_nfnet_f1.dm_in1k,224,83.444,16.556,96.634,3.366,132.63,0.910,bicubic -efficientvit_b3.r224_in1k,224,83.444,16.556,96.338,3.662,48.65,0.950,bicubic -focalnet_small_srf.ms_in1k,224,83.430,16.570,96.434,3.566,49.89,0.900,bicubic -deit3_small_patch16_384.fb_in1k,384,83.428,16.572,96.676,3.324,22.21,1.000,bicubic -regnetz_d32.ra3_in1k,256,83.428,16.572,96.636,3.364,27.58,0.950,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,83.422,16.578,96.732,3.268,11.07,1.000,bicubic -maxvit_tiny_tf_224.in1k,224,83.422,16.578,96.590,3.410,30.92,0.950,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,83.418,16.582,96.612,3.388,32.59,1.000,bicubic -edgenext_base.in21k_ft_in1k,256,83.416,16.584,96.796,3.204,18.51,0.950,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,83.410,16.590,96.572,3.428,18.45,1.000,bicubic -sequencer2d_l.in1k,224,83.410,16.590,96.504,3.496,54.30,0.875,bicubic -gcvit_tiny.in1k,224,83.400,16.600,96.392,3.608,28.22,0.875,bicubic -regnetz_d8_evos.ch_in1k,256,83.394,16.606,96.658,3.342,23.46,0.950,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,83.388,16.612,96.490,3.510,87.34,0.900,bicubic -efficientformer_l7.snap_dist_in1k,224,83.386,16.614,96.538,3.462,82.23,0.950,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,83.374,16.626,96.710,3.290,21.46,1.000,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,83.362,16.638,96.740,3.260,15.62,1.000,bicubic -fastvit_sa24.apple_dist_in1k,256,83.362,16.638,96.576,3.424,21.55,0.900,bicubic -xcit_small_12_p8_224.fb_in1k,224,83.356,16.644,96.474,3.526,26.21,1.000,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,83.354,16.646,96.452,3.548,41.69,0.950,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,83.354,16.646,96.424,3.576,26.25,1.000,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,83.352,16.648,96.832,3.168,88.30,1.000,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,83.346,16.654,96.844,3.156,194.03,0.875,bilinear -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,83.330,16.670,96.996,3.004,49.61,0.900,bicubic -regnety_320.seer_ft_in1k,384,83.326,16.674,96.712,3.288,145.05,1.000,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,83.306,16.694,96.530,3.470,88.22,0.900,bicubic -tiny_vit_21m_224.in1k,224,83.270,16.730,96.602,3.398,21.20,0.950,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,83.268,16.732,96.760,3.240,44.18,0.875,bilinear -eca_nfnet_l1.ra2_in1k,256,83.264,16.736,96.674,3.326,41.41,0.900,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,83.264,16.736,96.390,3.610,32.59,0.950,bicubic -tf_efficientnet_b4.ap_in1k,380,83.250,16.750,96.390,3.610,19.34,0.922,bicubic -resnet200d.ra2_in1k,256,83.240,16.760,96.546,3.454,64.69,0.950,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,83.232,16.768,96.628,3.372,11.00,0.950,bicubic -swin_small_patch4_window7_224.ms_in1k,224,83.228,16.772,96.326,3.674,49.61,0.900,bicubic -regnetv_040.ra3_in1k,288,83.200,16.800,96.658,3.342,20.64,1.000,bicubic -xception65.ra3_in1k,299,83.184,16.816,96.598,3.402,39.92,0.940,bicubic -regnety_320.tv2_in1k,224,83.174,16.826,96.416,3.584,145.05,0.965,bicubic -tf_efficientnetv2_s.in1k,300,83.172,16.828,96.336,3.664,21.46,1.000,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,83.170,16.830,96.650,3.350,16.52,1.000,bicubic -twins_pcpvt_large.in1k,224,83.168,16.832,96.610,3.390,60.99,0.900,bicubic -tf_efficientnet_b5.in1k,456,83.166,16.834,96.530,3.470,30.39,0.934,bicubic -xception65p.ra3_in1k,299,83.164,16.836,96.500,3.500,39.82,0.940,bicubic -regnety_080.ra3_in1k,224,83.162,16.838,96.478,3.522,39.18,0.950,bicubic -resnext101_64x4d.c1_in1k,288,83.158,16.842,96.370,3.630,83.46,1.000,bicubic -resnet152d.ra2_in1k,256,83.156,16.844,96.382,3.618,60.21,0.950,bicubic +nest_base_jx.goog_in1k,224,83.552,16.448,96.364,3.636,67.72,0.875,bicubic +cs3se_edgenet_x.c2ns_in1k,320,83.55,16.45,96.662,3.338,50.72,1.0,bicubic +repvgg_d2se.rvgg_in1k,320,83.55,16.45,96.666,3.334,133.33,1.0,bilinear +regnetz_d8.ra3_in1k,256,83.546,16.454,96.746,3.254,23.37,0.94,bicubic +resnetaa101d.sw_in12k_ft_in1k,224,83.544,16.456,96.828,3.172,44.57,0.95,bicubic +repvit_m2_3.dist_300e_in1k,224,83.524,16.476,96.532,3.468,23.69,0.95,bicubic +maxvit_tiny_rw_224.sw_in1k,224,83.522,16.478,96.488,3.512,29.06,0.95,bicubic +fasternet_l.in1k,224,83.516,16.484,96.658,3.342,93.47,1.0,bicubic +focalnet_small_lrf.ms_in1k,224,83.508,16.492,96.586,3.414,50.34,0.9,bicubic +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,83.508,16.492,96.37,3.63,86.63,1.0,bicubic +fastvit_sa36.apple_in1k,256,83.502,16.498,96.632,3.368,31.53,0.9,bicubic +nextvit_base.bd_in1k,224,83.498,16.502,96.648,3.352,44.82,0.95,bicubic +resnet152.a1h_in1k,288,83.494,16.506,96.522,3.478,60.19,1.0,bicubic +swinv2_cr_small_ns_224.sw_in1k,224,83.49,16.51,96.486,3.514,49.7,0.9,bicubic +cait_s24_224.fb_dist_in1k,224,83.484,16.516,96.586,3.414,46.92,1.0,bicubic +convnextv2_tiny.fcmae_ft_in1k,288,83.478,16.522,96.718,3.282,28.64,1.0,bicubic +efficientnet_b4.ra2_in1k,384,83.468,16.532,96.574,3.426,19.34,1.0,bicubic +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,83.468,16.532,96.422,3.578,86.46,1.0,bicubic +dm_nfnet_f0.dm_in1k,256,83.468,16.532,96.57,3.43,71.49,0.9,bicubic +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,83.466,16.534,96.622,3.378,38.88,0.95,bicubic +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,83.462,16.538,96.548,3.452,38.88,0.95,bicubic +mambaout_tiny.in1k,288,83.452,16.548,96.54,3.46,26.55,1.0,bicubic +hgnetv2_b4.ssld_stage1_in22k_in1k,288,83.45,16.55,96.92,3.08,19.8,1.0,bicubic +dm_nfnet_f1.dm_in1k,224,83.444,16.556,96.634,3.366,132.63,0.91,bicubic +efficientvit_b3.r224_in1k,224,83.444,16.556,96.338,3.662,48.65,0.95,bicubic +deit3_small_patch16_384.fb_in1k,384,83.432,16.568,96.674,3.326,22.21,1.0,bicubic +regnetz_d32.ra3_in1k,256,83.432,16.568,96.634,3.366,27.58,0.95,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,83.43,16.57,96.576,3.424,18.45,1.0,bicubic +focalnet_small_srf.ms_in1k,224,83.428,16.572,96.432,3.568,49.89,0.9,bicubic +maxvit_tiny_tf_224.in1k,224,83.426,16.574,96.584,3.416,30.92,0.95,bicubic +mobilenetv4_conv_large.e600_r384_in1k,448,83.418,16.582,96.612,3.388,32.59,1.0,bicubic +edgenext_base.in21k_ft_in1k,256,83.416,16.584,96.8,3.2,18.51,0.95,bicubic +sequencer2d_l.in1k,224,83.406,16.594,96.504,3.496,54.3,0.875,bicubic +regnetz_d8_evos.ch_in1k,256,83.404,16.596,96.662,3.338,23.46,0.95,bicubic +gcvit_tiny.in1k,224,83.4,16.6,96.394,3.606,28.22,0.875,bicubic +efficientformer_l7.snap_dist_in1k,224,83.396,16.604,96.532,3.468,82.23,0.95,bicubic +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,83.39,16.61,96.766,3.234,11.07,1.0,bicubic +deit_base_distilled_patch16_224.fb_in1k,224,83.384,16.616,96.492,3.508,87.34,0.9,bicubic +fastvit_sa24.apple_dist_in1k,256,83.368,16.632,96.574,3.426,21.55,0.9,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,83.366,16.634,96.74,3.26,15.62,1.0,bicubic +vit_base_patch32_384.augreg_in21k_ft_in1k,384,83.358,16.642,96.828,3.172,88.3,1.0,bicubic +xcit_small_12_p16_224.fb_dist_in1k,224,83.354,16.646,96.42,3.58,26.25,1.0,bicubic +xcit_small_12_p8_224.fb_in1k,224,83.354,16.646,96.472,3.528,26.21,1.0,bicubic +coatnet_rmlp_1_rw_224.sw_in1k,224,83.35,16.65,96.452,3.548,41.69,0.95,bicubic +tf_efficientnetv2_s.in21k_ft_in1k,300,83.348,16.652,96.71,3.29,21.46,1.0,bicubic +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,83.34,16.66,96.844,3.156,194.03,0.875,bilinear +naflexvit_base_patch16_gap.e300_s576_in1k,384,83.34,16.66,96.366,3.634,86.63,1.0,bicubic +convnext_nano.r384_in12k_ft_in1k,384,83.334,16.666,96.624,3.376,15.59,1.0,bicubic +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,83.33,16.67,96.996,3.004,49.61,0.9,bicubic +regnety_320.seer_ft_in1k,384,83.324,16.676,96.712,3.288,145.05,1.0,bicubic +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,83.304,16.696,96.528,3.472,88.22,0.9,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,320,83.298,16.702,96.522,3.478,38.61,1.0,bicubic +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,83.268,16.732,96.76,3.24,44.18,0.875,bilinear +tiny_vit_21m_224.in1k,224,83.268,16.732,96.602,3.398,21.2,0.95,bicubic +eca_nfnet_l1.ra2_in1k,256,83.264,16.736,96.684,3.316,41.41,0.9,bicubic +mobilenetv4_conv_aa_large.e600_r384_in1k,384,83.264,16.736,96.39,3.61,32.59,0.95,bicubic +resnet200d.ra2_in1k,256,83.25,16.75,96.552,3.448,64.69,0.95,bicubic +tf_efficientnet_b4.ap_in1k,380,83.246,16.754,96.392,3.608,19.34,0.922,bicubic +tiny_vit_11m_224.dist_in22k_ft_in1k,224,83.232,16.768,96.628,3.372,11.0,0.95,bicubic +swin_small_patch4_window7_224.ms_in1k,224,83.228,16.772,96.326,3.674,49.61,0.9,bicubic +regnetv_040.ra3_in1k,288,83.204,16.796,96.682,3.318,20.64,1.0,bicubic +xception65.ra3_in1k,299,83.186,16.814,96.596,3.404,39.92,0.94,bicubic +tf_efficientnet_b5.in1k,456,83.17,16.83,96.534,3.466,30.39,0.934,bicubic +regnety_320.tv2_in1k,224,83.17,16.83,96.416,3.584,145.05,0.965,bicubic +regnety_080.ra3_in1k,224,83.166,16.834,96.48,3.52,39.18,0.95,bicubic +tf_efficientnetv2_s.in1k,300,83.162,16.838,96.334,3.666,21.46,1.0,bicubic +xception65p.ra3_in1k,299,83.16,16.84,96.506,3.494,39.82,0.94,bicubic +resnet152d.ra2_in1k,256,83.16,16.84,96.37,3.63,60.21,0.95,bicubic +rexnetr_200.sw_in12k_ft_in1k,288,83.16,16.84,96.646,3.354,16.52,1.0,bicubic +resnext101_64x4d.c1_in1k,288,83.158,16.842,96.37,3.63,83.46,1.0,bicubic +twins_pcpvt_large.in1k,224,83.158,16.842,96.626,3.374,60.99,0.9,bicubic convnext_small.fb_in1k,224,83.144,16.856,96.432,3.568,50.22,0.875,bicubic -swinv2_cr_small_224.sw_in1k,224,83.126,16.874,96.110,3.890,49.70,0.900,bicubic -twins_svt_base.in1k,224,83.124,16.876,96.428,3.572,56.07,0.900,bicubic -nest_small_jx.goog_in1k,224,83.122,16.878,96.334,3.666,38.35,0.875,bicubic -pvt_v2_b3.in1k,224,83.118,16.882,96.562,3.438,45.24,0.900,bicubic -regnetv_064.ra3_in1k,224,83.118,16.882,96.454,3.546,30.58,0.950,bicubic -deit_base_patch16_384.fb_in1k,384,83.116,16.884,96.366,3.634,86.86,1.000,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,83.114,16.886,96.712,3.288,16.29,1.000,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,83.104,16.896,96.334,3.666,23.70,0.950,bicubic -tresnet_m.miil_in21k_ft_in1k,224,83.090,16.910,96.112,3.888,31.39,0.875,bilinear -deit3_medium_patch16_224.fb_in1k,224,83.086,16.914,96.286,3.714,38.85,0.900,bicubic -efficientvit_b2.r288_in1k,288,83.084,16.916,96.302,3.698,24.33,1.000,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,83.082,16.918,96.780,3.220,22.06,1.000,bicubic -tresnet_xl.miil_in1k_448,448,83.066,16.934,96.180,3.820,78.44,0.875,bilinear -regnety_040.ra3_in1k,288,83.058,16.942,96.498,3.502,20.65,1.000,bicubic -tf_efficientnet_b4.aa_in1k,380,83.040,16.960,96.290,3.710,19.34,0.922,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,83.026,16.974,96.344,3.656,16.78,0.950,bicubic -resnet101d.ra2_in1k,320,83.018,16.982,96.458,3.542,44.57,1.000,bicubic -regnety_064.ra3_in1k,224,83.006,16.994,96.296,3.704,30.58,0.950,bicubic -resnetv2_101.a1h_in1k,288,83.002,16.998,96.444,3.556,44.54,1.000,bicubic -ecaresnet101d.miil_in1k,288,82.998,17.002,96.524,3.476,44.57,0.950,bicubic -regnety_160.deit_in1k,224,82.994,17.006,96.500,3.500,83.59,0.950,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,82.990,17.010,96.670,3.330,11.07,1.000,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,82.980,17.020,96.272,3.728,15.50,0.950,bicubic +nest_small_jx.goog_in1k,224,83.132,16.868,96.33,3.67,38.35,0.875,bicubic +swinv2_cr_small_224.sw_in1k,224,83.126,16.874,96.11,3.89,49.7,0.9,bicubic +twins_svt_base.in1k,224,83.122,16.878,96.43,3.57,56.07,0.9,bicubic +pvt_v2_b3.in1k,224,83.12,16.88,96.56,3.44,45.24,0.9,bicubic +regnetv_064.ra3_in1k,224,83.118,16.882,96.454,3.546,30.58,0.95,bicubic +hgnetv2_b3.ssld_stage1_in22k_in1k,288,83.118,16.882,96.712,3.288,16.29,1.0,bicubic +deit_base_patch16_384.fb_in1k,384,83.108,16.892,96.376,3.624,86.86,1.0,bicubic +maxxvitv2_nano_rw_256.sw_in1k,256,83.108,16.892,96.332,3.668,23.7,0.95,bicubic +tresnet_m.miil_in21k_ft_in1k,224,83.09,16.91,96.112,3.888,31.39,0.875,bilinear +deit3_medium_patch16_224.fb_in1k,224,83.09,16.91,96.284,3.716,38.85,0.9,bicubic +deit3_small_patch16_224.fb_in22k_ft_in1k,224,83.082,16.918,96.774,3.226,22.06,1.0,bicubic +efficientvit_b2.r288_in1k,288,83.078,16.922,96.286,3.714,24.33,1.0,bicubic +tresnet_xl.miil_in1k_448,448,83.066,16.934,96.18,3.82,78.44,0.875,bilinear +regnety_040.ra3_in1k,288,83.048,16.952,96.502,3.498,20.65,1.0,bicubic +tf_efficientnet_b4.aa_in1k,380,83.04,16.96,96.298,3.702,19.34,0.922,bicubic +maxxvit_rmlp_nano_rw_256.sw_in1k,256,83.036,16.964,96.344,3.656,16.78,0.95,bicubic +resnet101d.ra2_in1k,320,83.02,16.98,96.456,3.544,44.57,1.0,bicubic +regnety_064.ra3_in1k,224,83.006,16.994,96.296,3.704,30.58,0.95,bicubic +ecaresnet101d.miil_in1k,288,83.006,16.994,96.524,3.476,44.57,0.95,bicubic +resnetv2_101.a1h_in1k,288,83.002,16.998,96.444,3.556,44.54,1.0,bicubic +regnety_160.deit_in1k,224,83.0,17.0,96.502,3.498,83.59,0.95,bicubic +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,82.998,17.002,96.676,3.324,11.07,1.0,bicubic +swiftformer_l3.dist_in1k,224,82.994,17.006,96.236,3.764,28.49,0.95,bicubic resnext101_64x4d.tv_in1k,224,82.978,17.022,96.252,3.748,83.46,0.875,bilinear -mobilenetv4_conv_large.e600_r384_in1k,384,82.974,17.026,96.244,3.756,32.59,0.950,bicubic -convformer_s18.sail_in1k,224,82.968,17.032,96.244,3.756,26.77,1.000,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,82.960,17.040,96.474,3.526,11.07,0.950,bicubic +maxvit_rmlp_nano_rw_256.sw_in1k,256,82.978,17.022,96.274,3.726,15.5,0.95,bicubic +mobilenetv4_conv_large.e600_r384_in1k,384,82.974,17.026,96.244,3.756,32.59,0.95,bicubic +convformer_s18.sail_in1k,224,82.968,17.032,96.246,3.754,26.77,1.0,bicubic +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,82.952,17.048,96.47,3.53,11.07,0.95,bicubic convnextv2_tiny.fcmae_ft_in1k,224,82.948,17.052,96.286,3.714,28.64,0.875,bicubic -maxvit_nano_rw_256.sw_in1k,256,82.942,17.058,96.224,3.776,15.45,0.950,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,82.928,17.072,96.452,3.548,14.25,1.000,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,82.916,17.084,96.576,3.424,236.34,0.875,bicubic -resnest101e.in1k,256,82.916,17.084,96.310,3.690,48.28,0.875,bilinear -hgnetv2_b3.ssld_stage2_ft_in1k,224,82.910,17.090,96.362,3.638,16.29,0.965,bicubic -xcit_large_24_p16_224.fb_in1k,224,82.890,17.110,95.882,4.118,189.10,1.000,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,82.888,17.112,96.628,3.372,28.59,0.875,bicubic -efficientnetv2_rw_s.ra2_in1k,288,82.888,17.112,96.328,3.672,23.94,1.000,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,82.886,17.114,96.632,3.368,19.80,0.965,bicubic -resnetrs152.tf_in1k,256,82.886,17.114,96.286,3.714,86.62,1.000,bicubic -convnext_nano.in12k_ft_in1k,288,82.882,17.118,96.562,3.438,15.59,1.000,bicubic -sequencer2d_m.in1k,224,82.838,17.162,96.276,3.724,38.31,0.875,bicubic -resnext101_32x8d.tv2_in1k,224,82.832,17.168,96.232,3.768,88.79,0.965,bilinear -swinv2_tiny_window16_256.ms_in1k,256,82.828,17.172,96.222,3.778,28.35,0.900,bicubic -pnasnet5large.tf_in1k,331,82.828,17.172,96.038,3.962,86.06,0.911,bicubic -regnetx_320.tv2_in1k,224,82.824,17.176,96.202,3.798,107.81,0.965,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,82.824,17.176,96.192,3.808,27.91,0.900,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,82.820,17.180,96.526,3.474,25.55,0.875,bicubic -rdnet_tiny.nv_in1k,224,82.820,17.180,96.278,3.722,23.86,0.900,bicubic -resnet152.a1h_in1k,224,82.818,17.182,96.124,3.876,60.19,0.950,bicubic -resnet101.a1h_in1k,288,82.802,17.198,96.320,3.680,44.55,1.000,bicubic -rexnet_300.nav_in1k,224,82.780,17.220,96.234,3.766,34.71,0.875,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,82.762,17.238,96.178,3.822,86.43,0.900,bicubic -cs3se_edgenet_x.c2ns_in1k,256,82.760,17.240,96.306,3.694,50.72,0.950,bicubic -nfnet_l0.ra2_in1k,288,82.756,17.244,96.494,3.506,35.07,1.000,bicubic -cs3edgenet_x.c2_in1k,288,82.746,17.254,96.390,3.610,47.82,1.000,bicubic -resnet152.a1_in1k,288,82.744,17.256,95.720,4.280,60.19,1.000,bicubic -regnety_032.ra_in1k,288,82.724,17.276,96.424,3.576,19.44,1.000,bicubic -twins_pcpvt_base.in1k,224,82.722,17.278,96.348,3.652,43.83,0.900,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,82.720,17.280,96.624,3.376,88.79,0.875,bilinear -efficientvit_b2.r256_in1k,256,82.712,17.288,96.092,3.908,24.33,1.000,bicubic -fastvit_sa24.apple_in1k,256,82.706,17.294,96.278,3.722,21.55,0.900,bicubic -davit_tiny.msft_in1k,224,82.698,17.302,96.284,3.716,28.36,0.950,bicubic -convnext_tiny.fb_in1k,288,82.694,17.306,96.144,3.856,28.59,1.000,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,82.674,17.326,96.316,3.684,32.59,1.000,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,82.666,17.334,96.546,3.454,15.62,1.000,bicubic -regnetz_c16.ra3_in1k,320,82.660,17.340,96.332,3.668,13.46,1.000,bicubic -efficientnet_b4.ra2_in1k,320,82.654,17.346,96.136,3.864,19.34,0.875,bicubic -cs3sedarknet_x.c2ns_in1k,288,82.650,17.350,96.348,3.652,35.40,1.000,bicubic -regnety_160.tv2_in1k,224,82.646,17.354,96.230,3.770,83.59,0.965,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,82.644,17.356,96.490,3.510,25.58,1.000,bicubic -regnetz_c16_evos.ch_in1k,320,82.644,17.356,96.480,3.520,13.49,0.950,bicubic -nasnetalarge.tf_in1k,331,82.636,17.364,96.060,3.940,88.75,0.911,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,82.634,17.366,96.630,3.370,14.36,0.900,bicubic -xcit_medium_24_p16_224.fb_in1k,224,82.632,17.368,95.980,4.020,84.40,1.000,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,82.630,17.370,96.204,3.796,88.22,0.900,bicubic -nextvit_small.bd_in1k,224,82.620,17.380,96.222,3.778,31.76,0.950,bicubic -resnet152.a2_in1k,288,82.620,17.380,95.744,4.256,60.19,1.000,bicubic -poolformerv2_m48.sail_in1k,224,82.612,17.388,96.068,3.932,73.35,1.000,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,82.610,17.390,96.362,3.638,16.29,0.965,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,82.608,17.392,96.392,3.608,16.52,0.950,bicubic -tf_efficientnet_b4.in1k,380,82.608,17.392,96.126,3.874,19.34,0.922,bicubic -convnext_tiny_hnf.a2h_in1k,288,82.608,17.392,96.024,3.976,28.59,1.000,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,82.606,17.394,96.310,3.690,10.59,1.000,bicubic -levit_conv_384.fb_dist_in1k,224,82.600,17.400,96.020,3.980,39.13,0.900,bicubic -levit_384.fb_dist_in1k,224,82.598,17.402,96.016,3.984,39.13,0.900,bicubic -eca_nfnet_l0.ra2_in1k,288,82.596,17.404,96.490,3.510,24.14,1.000,bicubic -regnety_080_tv.tv2_in1k,224,82.592,17.408,96.244,3.756,39.38,0.965,bicubic -flexivit_small.1200ep_in1k,240,82.592,17.408,96.150,3.850,22.06,0.950,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,82.580,17.420,96.254,3.746,12.12,1.000,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,82.580,17.420,96.184,3.816,12.11,1.000,bicubic -xcit_small_24_p16_224.fb_in1k,224,82.580,17.420,96.000,4.000,47.67,1.000,bicubic -regnetx_160.tv2_in1k,224,82.576,17.424,96.056,3.944,54.28,0.965,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,82.572,17.428,96.076,3.924,38.76,0.900,bicubic -efficientformer_l3.snap_dist_in1k,224,82.564,17.436,96.242,3.758,31.41,0.950,bicubic -hgnet_tiny.ssld_in1k,288,82.524,17.476,96.514,3.486,14.74,1.000,bicubic -resnet61q.ra2_in1k,288,82.524,17.476,96.134,3.866,36.85,1.000,bicubic -repvit_m1_5.dist_450e_in1k,224,82.520,17.480,96.110,3.890,14.64,0.950,bicubic -wide_resnet101_2.tv2_in1k,224,82.516,17.484,96.012,3.988,126.89,0.965,bilinear -vit_little_patch16_reg4_gap_256.sbb_in1k,256,82.514,17.486,96.260,3.740,22.52,0.950,bicubic -inception_next_tiny.sail_in1k,224,82.508,17.492,96.000,4.000,28.06,0.875,bicubic -crossvit_18_dagger_240.in1k,240,82.504,17.496,96.068,3.932,44.27,0.875,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,82.496,17.504,96.280,3.720,11.07,1.000,bicubic -convnextv2_nano.fcmae_ft_in1k,288,82.496,17.504,96.228,3.772,15.62,1.000,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,82.480,17.520,96.300,3.700,13.68,1.000,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,82.476,17.524,96.144,3.856,86.43,0.900,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,82.466,17.534,96.084,3.916,38.75,0.900,bicubic -poolformer_m48.sail_in1k,224,82.462,17.538,95.968,4.032,73.47,0.950,bicubic -pit_b_224.in1k,224,82.460,17.540,95.708,4.292,73.76,0.900,bicubic -regnetv_040.ra3_in1k,224,82.448,17.552,96.204,3.796,20.64,0.950,bicubic -resnext101_64x4d.c1_in1k,224,82.446,17.554,95.920,4.080,83.46,0.950,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,82.412,17.588,96.234,3.766,9.11,0.890,bicubic -mvitv2_tiny.fb_in1k,224,82.408,17.592,96.150,3.850,24.17,0.900,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,82.394,17.606,96.194,3.806,27.44,0.950,bicubic -coatnet_0_rw_224.sw_in1k,224,82.394,17.606,95.844,4.156,27.44,0.950,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,82.392,17.608,96.214,3.786,6.71,1.000,bicubic -flexivit_small.600ep_in1k,240,82.392,17.608,96.040,3.960,22.06,0.950,bicubic -crossvit_18_240.in1k,240,82.386,17.614,96.066,3.934,43.27,0.875,bicubic -repvit_m1_5.dist_300e_in1k,224,82.382,17.618,96.026,3.974,14.64,0.950,bicubic -coat_small.in1k,224,82.376,17.624,96.214,3.786,21.69,0.900,bicubic -ecaresnet50t.ra2_in1k,320,82.370,17.630,96.120,3.880,25.57,0.950,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,82.362,17.638,96.256,3.744,11.07,0.950,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,82.360,17.640,96.404,3.596,11.22,1.000,bicubic -resnet51q.ra2_in1k,288,82.356,17.644,96.178,3.822,35.70,1.000,bilinear -efficientnetv2_rw_t.ra2_in1k,288,82.354,17.646,96.178,3.822,13.65,1.000,bicubic +maxvit_nano_rw_256.sw_in1k,256,82.934,17.066,96.224,3.776,15.45,0.95,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,82.92,17.08,96.45,3.55,14.25,1.0,bicubic +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,82.918,17.082,96.568,3.432,236.34,0.875,bicubic +resnest101e.in1k,256,82.916,17.084,96.31,3.69,48.28,0.875,bilinear +hgnetv2_b3.ssld_stage2_ft_in1k,224,82.914,17.086,96.36,3.64,16.29,0.965,bicubic +resnetrs152.tf_in1k,256,82.9,17.1,96.29,3.71,86.62,1.0,bicubic +convnext_tiny.fb_in22k_ft_in1k,224,82.9,17.1,96.616,3.384,28.59,0.875,bicubic +hgnetv2_b4.ssld_stage1_in22k_in1k,224,82.892,17.108,96.632,3.368,19.8,0.965,bicubic +efficientnetv2_rw_s.ra2_in1k,288,82.888,17.112,96.328,3.672,23.94,1.0,bicubic +xcit_large_24_p16_224.fb_in1k,224,82.886,17.114,95.88,4.12,189.1,1.0,bicubic +convnext_nano.in12k_ft_in1k,288,82.882,17.118,96.562,3.438,15.59,1.0,bicubic +tnt_b_patch16_224.in1k,224,82.864,17.136,96.23,3.77,65.43,0.9,bicubic +fasternet_m.in1k,224,82.848,17.152,96.388,3.612,53.52,1.0,bicubic +sequencer2d_m.in1k,224,82.836,17.164,96.276,3.724,38.31,0.875,bicubic +resnext101_32x8d.tv2_in1k,224,82.832,17.168,96.234,3.766,88.79,0.965,bilinear +swinv2_tiny_window16_256.ms_in1k,256,82.828,17.172,96.222,3.778,28.35,0.9,bicubic +hiera_tiny_224.mae_in1k_ft_in1k,224,82.826,17.174,96.188,3.812,27.91,0.9,bicubic +regnetx_320.tv2_in1k,224,82.824,17.176,96.2,3.8,107.81,0.965,bicubic +resnetv2_50x1_bit.goog_distilled_in1k,224,82.82,17.18,96.526,3.474,25.55,0.875,bicubic +resnet152.a1h_in1k,224,82.818,17.182,96.124,3.876,60.19,0.95,bicubic +pnasnet5large.tf_in1k,331,82.814,17.186,96.032,3.968,86.06,0.911,bicubic +rdnet_tiny.nv_in1k,224,82.814,17.186,96.284,3.716,23.86,0.9,bicubic +resnet101.a1h_in1k,288,82.796,17.204,96.324,3.676,44.55,1.0,bicubic +rexnet_300.nav_in1k,224,82.78,17.22,96.23,3.77,34.71,0.875,bicubic +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,82.776,17.224,96.448,3.552,9.72,0.95,bicubic +cs3se_edgenet_x.c2ns_in1k,256,82.768,17.232,96.306,3.694,50.72,0.95,bicubic +nfnet_l0.ra2_in1k,288,82.766,17.234,96.494,3.506,35.07,1.0,bicubic +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,82.758,17.242,96.178,3.822,86.43,0.9,bicubic +resnet152.a1_in1k,288,82.742,17.258,95.734,4.266,60.19,1.0,bicubic +mambaout_tiny.in1k,224,82.742,17.258,96.098,3.902,26.55,1.0,bicubic +cs3edgenet_x.c2_in1k,288,82.734,17.266,96.374,3.626,47.82,1.0,bicubic +regnety_032.ra_in1k,288,82.724,17.276,96.426,3.574,19.44,1.0,bicubic +twins_pcpvt_base.in1k,224,82.724,17.276,96.35,3.65,43.83,0.9,bicubic +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,82.72,17.28,96.624,3.376,88.79,0.875,bilinear +efficientvit_b2.r256_in1k,256,82.712,17.288,96.092,3.908,24.33,1.0,bicubic +fastvit_sa24.apple_in1k,256,82.706,17.294,96.278,3.722,21.55,0.9,bicubic +davit_tiny.msft_in1k,224,82.694,17.306,96.264,3.736,28.36,0.95,bicubic +convnext_tiny.fb_in1k,288,82.694,17.306,96.144,3.856,28.59,1.0,bicubic +mobilenetv4_conv_large.e500_r256_in1k,320,82.672,17.328,96.31,3.69,32.59,1.0,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,288,82.666,17.334,96.546,3.454,15.62,1.0,bicubic +regnetz_c16.ra3_in1k,320,82.662,17.338,96.332,3.668,13.46,1.0,bicubic +regnetz_c16_evos.ch_in1k,320,82.66,17.34,96.48,3.52,13.49,0.95,bicubic +efficientnet_b4.ra2_in1k,320,82.658,17.342,96.134,3.866,19.34,0.875,bicubic +resnetaa50d.sw_in12k_ft_in1k,288,82.656,17.344,96.492,3.508,25.58,1.0,bicubic +cs3sedarknet_x.c2ns_in1k,288,82.654,17.346,96.348,3.652,35.4,1.0,bicubic +regnety_160.tv2_in1k,224,82.646,17.354,96.23,3.77,83.59,0.965,bicubic +nasnetalarge.tf_in1k,331,82.638,17.362,96.066,3.934,88.75,0.911,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,300,82.634,17.366,96.628,3.372,14.36,0.9,bicubic +xcit_medium_24_p16_224.fb_in1k,224,82.63,17.37,95.978,4.022,84.4,1.0,bicubic +nextvit_small.bd_in1k,224,82.626,17.374,96.224,3.776,31.76,0.95,bicubic +vit_base_patch32_clip_224.laion2b_ft_in1k,224,82.614,17.386,96.206,3.794,88.22,0.9,bicubic +resnet152.a2_in1k,288,82.614,17.386,95.748,4.252,60.19,1.0,bicubic +poolformerv2_m48.sail_in1k,224,82.612,17.388,96.068,3.932,73.35,1.0,bicubic +convnext_tiny_hnf.a2h_in1k,288,82.608,17.392,96.024,3.976,28.59,1.0,bicubic +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,82.606,17.394,96.314,3.686,10.59,1.0,bicubic +rexnetr_200.sw_in12k_ft_in1k,224,82.602,17.398,96.396,3.604,16.52,0.95,bicubic +levit_conv_384.fb_dist_in1k,224,82.6,17.4,96.02,3.98,39.13,0.9,bicubic +levit_384.fb_dist_in1k,224,82.6,17.4,96.02,3.98,39.13,0.9,bicubic +tf_efficientnet_b4.in1k,380,82.598,17.402,96.132,3.868,19.34,0.922,bicubic +hgnetv2_b3.ssld_stage1_in22k_in1k,224,82.594,17.406,96.364,3.636,16.29,0.965,bicubic +eca_nfnet_l0.ra2_in1k,288,82.59,17.41,96.486,3.514,24.14,1.0,bicubic +xcit_small_24_p16_224.fb_in1k,224,82.588,17.412,95.996,4.004,47.67,1.0,bicubic +xcit_tiny_24_p16_384.fb_dist_in1k,384,82.58,17.42,96.254,3.746,12.12,1.0,bicubic +regnety_080_tv.tv2_in1k,224,82.58,17.42,96.26,3.74,39.38,0.965,bicubic +xcit_tiny_24_p8_224.fb_dist_in1k,224,82.578,17.422,96.186,3.814,12.11,1.0,bicubic +flexivit_small.1200ep_in1k,240,82.576,17.424,96.152,3.848,22.06,0.95,bicubic +regnetx_160.tv2_in1k,224,82.574,17.426,96.058,3.942,54.28,0.965,bicubic +efficientformer_l3.snap_dist_in1k,224,82.562,17.438,96.25,3.75,31.41,0.95,bicubic +vit_relpos_medium_patch16_cls_224.sw_in1k,224,82.558,17.442,96.076,3.924,38.76,0.9,bicubic +resnet61q.ra2_in1k,288,82.532,17.468,96.132,3.868,36.85,1.0,bicubic +hgnet_tiny.ssld_in1k,288,82.528,17.472,96.52,3.48,14.74,1.0,bicubic +repvit_m1_5.dist_450e_in1k,224,82.52,17.48,96.112,3.888,14.64,0.95,bicubic +vit_little_patch16_reg4_gap_256.sbb_in1k,256,82.52,17.48,96.258,3.742,22.52,0.95,bicubic +wide_resnet101_2.tv2_in1k,224,82.514,17.486,96.012,3.988,126.89,0.965,bilinear +inception_next_tiny.sail_in1k,224,82.508,17.492,96.0,4.0,28.06,0.875,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,82.5,17.5,96.286,3.714,11.07,1.0,bicubic +crossvit_18_dagger_240.in1k,240,82.494,17.506,96.07,3.93,44.27,0.875,bicubic +convnextv2_nano.fcmae_ft_in1k,288,82.49,17.51,96.226,3.774,15.62,1.0,bicubic +gc_efficientnetv2_rw_t.agc_in1k,288,82.486,17.514,96.302,3.698,13.68,1.0,bicubic +vit_relpos_base_patch16_224.sw_in1k,224,82.482,17.518,96.144,3.856,86.43,0.9,bicubic +poolformer_m48.sail_in1k,224,82.462,17.538,95.968,4.032,73.47,0.95,bicubic +vit_relpos_medium_patch16_224.sw_in1k,224,82.462,17.538,96.086,3.914,38.75,0.9,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,256,82.46,17.54,96.006,3.994,38.61,0.95,bicubic +pit_b_224.in1k,224,82.458,17.542,95.704,4.296,73.76,0.9,bicubic +resnext101_64x4d.c1_in1k,224,82.446,17.554,95.92,4.08,83.46,0.95,bicubic +regnetv_040.ra3_in1k,224,82.44,17.56,96.202,3.798,20.64,0.95,bicubic +tf_efficientnet_b2.ns_jft_in1k,260,82.412,17.588,96.238,3.762,9.11,0.89,bicubic +mvitv2_tiny.fb_in1k,224,82.408,17.592,96.15,3.85,24.17,0.9,bicubic +coatnet_0_rw_224.sw_in1k,224,82.396,17.604,95.844,4.156,27.44,0.95,bicubic +coatnet_bn_0_rw_224.sw_in1k,224,82.394,17.606,96.194,3.806,27.44,0.95,bicubic +xcit_tiny_12_p8_384.fb_dist_in1k,384,82.394,17.606,96.222,3.778,6.71,1.0,bicubic +crossvit_18_240.in1k,240,82.39,17.61,96.064,3.936,43.27,0.875,bicubic +flexivit_small.600ep_in1k,240,82.388,17.612,96.042,3.958,22.06,0.95,bicubic +repvit_m1_5.dist_300e_in1k,224,82.382,17.618,96.026,3.974,14.64,0.95,bicubic +coat_small.in1k,224,82.378,17.622,96.214,3.786,21.69,0.9,bicubic +ecaresnet50t.ra2_in1k,320,82.37,17.63,96.12,3.88,25.57,0.95,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,288,82.362,17.638,96.412,3.588,11.22,1.0,bicubic +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,82.36,17.64,96.256,3.744,11.07,0.95,bicubic +resnet51q.ra2_in1k,288,82.356,17.644,96.182,3.818,35.7,1.0,bilinear +efficientnetv2_rw_t.ra2_in1k,288,82.354,17.646,96.178,3.822,13.65,1.0,bicubic sequencer2d_s.in1k,224,82.336,17.664,96.032,3.968,27.65,0.875,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,82.332,17.668,96.526,3.474,44.54,1.000,bilinear -mobilevitv2_200.cvnets_in22k_ft_in1k,256,82.322,17.678,95.940,4.060,18.45,0.888,bicubic -resnet101.a1_in1k,288,82.322,17.678,95.628,4.372,44.55,1.000,bicubic -regnety_040.ra3_in1k,224,82.316,17.684,96.076,3.924,20.65,0.950,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,82.310,17.690,95.714,4.286,59.88,0.875,bilinear -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,82.308,17.692,95.982,4.018,38.73,0.900,bicubic -convnext_nano.in12k_ft_in1k,224,82.306,17.694,96.338,3.662,15.59,0.950,bicubic -crossvit_15_dagger_240.in1k,240,82.306,17.694,95.968,4.032,28.21,0.875,bicubic -coat_lite_small.in1k,224,82.302,17.698,95.834,4.166,19.84,0.900,bicubic -efficientnet_b3.ra2_in1k,320,82.298,17.702,96.128,3.872,12.23,1.000,bicubic -resnet152.tv2_in1k,224,82.294,17.706,96.000,4.000,60.19,0.965,bilinear -resnetrs101.tf_in1k,288,82.294,17.706,96.000,4.000,63.62,0.940,bicubic -convit_base.fb_in1k,224,82.294,17.706,95.938,4.062,86.54,0.875,bicubic +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,82.332,17.668,96.524,3.476,44.54,1.0,bilinear +resnet101.a1_in1k,288,82.326,17.674,95.63,4.37,44.55,1.0,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k,256,82.32,17.68,95.942,4.058,18.45,0.888,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,82.314,17.686,95.71,4.29,59.88,0.875,bilinear +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,82.314,17.686,95.986,4.014,38.73,0.9,bicubic +regnety_040.ra3_in1k,224,82.308,17.692,96.078,3.922,20.65,0.95,bicubic +convnext_nano.in12k_ft_in1k,224,82.306,17.694,96.338,3.662,15.59,0.95,bicubic +coat_lite_small.in1k,224,82.304,17.696,95.854,4.146,19.84,0.9,bicubic +crossvit_15_dagger_240.in1k,240,82.302,17.698,95.96,4.04,28.21,0.875,bicubic +convit_base.fb_in1k,224,82.296,17.704,95.936,4.064,86.54,0.875,bicubic +efficientnet_b3.ra2_in1k,320,82.296,17.704,96.124,3.876,12.23,1.0,bicubic +resnet152.tv2_in1k,224,82.294,17.706,96.0,4.0,60.19,0.965,bilinear +resnetrs101.tf_in1k,288,82.288,17.712,96.0,4.0,63.62,0.94,bicubic tresnet_l.miil_in1k_448,448,82.278,17.722,95.988,4.012,55.99,0.875,bilinear -wide_resnet50_2.racm_in1k,288,82.266,17.734,96.062,3.938,68.88,0.950,bicubic -resnet101d.ra2_in1k,256,82.252,17.748,96.068,3.932,44.57,0.950,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,82.250,17.750,95.928,4.072,38.74,0.900,bicubic -cs3darknet_x.c2ns_in1k,288,82.236,17.764,96.232,3.768,35.05,1.000,bicubic -convnext_tiny_hnf.a2h_in1k,224,82.230,17.770,95.860,4.140,28.59,0.950,bicubic -crossvit_base_240.in1k,240,82.228,17.772,95.814,4.186,105.03,0.875,bicubic -resnet101.a2_in1k,288,82.224,17.776,95.738,4.262,44.55,1.000,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,82.216,17.784,95.998,4.002,86.54,0.900,bicubic -hgnet_small.paddle_in1k,288,82.214,17.786,96.224,3.776,24.36,1.000,bicubic -cs3edgenet_x.c2_in1k,256,82.214,17.786,95.938,4.062,47.82,0.887,bicubic -poolformerv2_m36.sail_in1k,224,82.214,17.786,95.896,4.104,56.08,1.000,bicubic -cait_xxs36_384.fb_dist_in1k,384,82.208,17.792,96.150,3.850,17.37,1.000,bicubic -pvt_v2_b2_li.in1k,224,82.202,17.798,96.110,3.890,22.55,0.900,bicubic -seresnext50_32x4d.racm_in1k,288,82.186,17.814,96.148,3.852,27.56,0.950,bicubic -ecaresnet101d.miil_in1k,224,82.186,17.814,96.062,3.938,44.57,0.875,bicubic -focalnet_tiny_lrf.ms_in1k,224,82.174,17.826,95.948,4.052,28.65,0.900,bicubic -flexivit_small.300ep_in1k,240,82.170,17.830,96.026,3.974,22.06,0.950,bicubic +wide_resnet50_2.racm_in1k,288,82.26,17.74,96.062,3.938,68.88,0.95,bicubic +vit_srelpos_medium_patch16_224.sw_in1k,224,82.256,17.744,95.932,4.068,38.74,0.9,bicubic +resnet101d.ra2_in1k,256,82.254,17.746,96.07,3.93,44.57,0.95,bicubic +cs3darknet_x.c2ns_in1k,288,82.234,17.766,96.234,3.766,35.05,1.0,bicubic +convnext_tiny_hnf.a2h_in1k,224,82.23,17.77,95.86,4.14,28.59,0.95,bicubic +hgnet_small.paddle_in1k,288,82.222,17.778,96.224,3.776,24.36,1.0,bicubic +vit_base_patch16_rpn_224.sw_in1k,224,82.218,17.782,95.996,4.004,86.54,0.9,bicubic +resnet101.a2_in1k,288,82.218,17.782,95.74,4.26,44.55,1.0,bicubic +poolformerv2_m36.sail_in1k,224,82.214,17.786,95.896,4.104,56.08,1.0,bicubic +crossvit_base_240.in1k,240,82.212,17.788,95.826,4.174,105.03,0.875,bicubic +cait_xxs36_384.fb_dist_in1k,384,82.204,17.796,96.148,3.852,17.37,1.0,bicubic +pvt_v2_b2_li.in1k,224,82.2,17.8,96.108,3.892,22.55,0.9,bicubic +cs3edgenet_x.c2_in1k,256,82.198,17.802,95.956,4.044,47.82,0.887,bicubic +seresnext50_32x4d.racm_in1k,288,82.186,17.814,96.146,3.854,27.56,0.95,bicubic +ecaresnet101d.miil_in1k,224,82.18,17.82,96.062,3.938,44.57,0.875,bicubic +focalnet_tiny_lrf.ms_in1k,224,82.174,17.826,95.948,4.052,28.65,0.9,bicubic +flexivit_small.300ep_in1k,240,82.17,17.83,96.032,3.968,22.06,0.95,bicubic +regnetz_c16.ra3_in1k,256,82.162,17.838,96.056,3.944,13.46,0.94,bicubic resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,82.162,17.838,96.224,3.776,25.03,0.875,bilinear -efficientvit_b2.r224_in1k,224,82.162,17.838,95.710,4.290,24.33,0.950,bicubic -regnetz_c16.ra3_in1k,256,82.160,17.840,96.054,3.946,13.46,0.940,bicubic -efficientformerv2_s2.snap_dist_in1k,224,82.150,17.850,95.912,4.088,12.71,0.950,bicubic -focalnet_tiny_srf.ms_in1k,224,82.144,17.856,95.970,4.030,28.43,0.900,bicubic -swin_s3_tiny_224.ms_in1k,224,82.128,17.872,95.958,4.042,28.33,0.900,bicubic -ecaresnet50t.a1_in1k,288,82.112,17.888,95.654,4.346,25.57,1.000,bicubic -poolformer_m36.sail_in1k,224,82.104,17.896,95.698,4.302,56.17,0.950,bicubic -visformer_small.in1k,224,82.096,17.904,95.876,4.124,40.22,0.900,bicubic -pvt_v2_b2.in1k,224,82.094,17.906,95.956,4.044,25.36,0.900,bicubic -halo2botnet50ts_256.a1h_in1k,256,82.084,17.916,95.658,4.342,22.64,0.950,bicubic +efficientvit_b2.r224_in1k,224,82.162,17.838,95.71,4.29,24.33,0.95,bicubic +efficientformerv2_s2.snap_dist_in1k,224,82.156,17.844,95.912,4.088,12.71,0.95,bicubic +focalnet_tiny_srf.ms_in1k,224,82.146,17.854,95.972,4.028,28.43,0.9,bicubic +swin_s3_tiny_224.ms_in1k,224,82.128,17.872,95.958,4.042,28.33,0.9,bicubic +ecaresnet50t.a1_in1k,288,82.11,17.89,95.654,4.346,25.57,1.0,bicubic +poolformer_m36.sail_in1k,224,82.104,17.896,95.698,4.302,56.17,0.95,bicubic +visformer_small.in1k,224,82.092,17.908,95.876,4.124,40.22,0.9,bicubic +halo2botnet50ts_256.a1h_in1k,256,82.084,17.916,95.658,4.342,22.64,0.95,bicubic convnext_tiny.fb_in1k,224,82.066,17.934,95.854,4.146,28.59,0.875,bicubic -tresnet_xl.miil_in1k,224,82.064,17.936,95.930,4.070,78.44,0.875,bilinear -coatnet_rmlp_nano_rw_224.sw_in1k,224,82.062,17.938,95.870,4.130,15.15,0.900,bicubic -hrnet_w18_ssld.paddle_in1k,288,82.048,17.952,96.244,3.756,21.30,1.000,bilinear -resnetv2_101.a1h_in1k,224,82.042,17.958,95.866,4.134,44.54,0.950,bicubic -fbnetv3_g.ra2_in1k,288,82.040,17.960,96.064,3.936,16.62,0.950,bilinear +coatnet_rmlp_nano_rw_224.sw_in1k,224,82.064,17.936,95.874,4.126,15.15,0.9,bicubic +pvt_v2_b2.in1k,224,82.062,17.938,95.966,4.034,25.36,0.9,bicubic +tresnet_xl.miil_in1k,224,82.06,17.94,95.932,4.068,78.44,0.875,bilinear +hrnet_w18_ssld.paddle_in1k,288,82.052,17.948,96.25,3.75,21.3,1.0,bilinear +resnetv2_101.a1h_in1k,224,82.042,17.958,95.866,4.134,44.54,0.95,bicubic convnextv2_nano.fcmae_ft_in22k_in1k,224,82.038,17.962,96.174,3.826,15.62,0.875,bicubic -resnext50_32x4d.a1h_in1k,288,82.012,17.988,95.932,4.068,25.03,1.000,bicubic -ecaresnet101d_pruned.miil_in1k,288,82.006,17.994,96.164,3.836,24.88,0.950,bicubic -resnetv2_50d_evos.ah_in1k,288,82.000,18.000,95.898,4.102,25.59,1.000,bicubic -coatnext_nano_rw_224.sw_in1k,224,81.998,18.002,95.888,4.112,14.70,0.900,bicubic -resnet152.a1_in1k,224,81.998,18.002,95.294,4.706,60.19,0.950,bicubic -resnext101_32x8d.tv2_in1k,176,81.990,18.010,95.716,4.284,88.79,0.875,bilinear -xcit_small_12_p16_224.fb_in1k,224,81.982,18.018,95.814,4.186,26.25,1.000,bicubic -xception41p.ra3_in1k,299,81.980,18.020,95.788,4.212,26.91,0.940,bicubic -deit_base_patch16_224.fb_in1k,224,81.980,18.020,95.742,4.258,86.57,0.900,bicubic -gcvit_xtiny.in1k,224,81.968,18.032,95.966,4.034,19.98,0.875,bicubic -resnet61q.ra2_in1k,256,81.966,18.034,95.852,4.148,36.85,0.900,bicubic -resnetv2_50d_gn.ah_in1k,288,81.962,18.038,95.936,4.064,25.57,1.000,bicubic -tf_efficientnetv2_b3.in1k,300,81.960,18.040,95.774,4.226,14.36,0.904,bicubic -resnet101.a1h_in1k,224,81.950,18.050,95.760,4.240,44.55,0.950,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,81.946,18.054,95.974,4.026,88.22,0.900,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,81.944,18.056,95.794,4.206,14.25,0.888,bicubic -regnetz_c16_evos.ch_in1k,256,81.942,18.058,96.150,3.850,13.49,0.950,bicubic -regnety_032.ra_in1k,224,81.942,18.058,95.970,4.030,19.44,0.950,bicubic -hgnet_tiny.ssld_in1k,224,81.940,18.060,96.114,3.886,14.74,0.965,bicubic -cs3sedarknet_x.c2ns_in1k,256,81.926,18.074,96.022,3.978,35.40,0.887,bicubic +fbnetv3_g.ra2_in1k,288,82.034,17.966,96.064,3.936,16.62,0.95,bilinear +resnetv2_50d_evos.ah_in1k,288,82.024,17.976,95.916,4.084,25.59,1.0,bicubic +ecaresnet101d_pruned.miil_in1k,288,82.016,17.984,96.18,3.82,24.88,0.95,bicubic +resnext50_32x4d.a1h_in1k,288,82.016,17.984,95.934,4.066,25.03,1.0,bicubic +resnet152.a1_in1k,224,81.998,18.002,95.294,4.706,60.19,0.95,bicubic +coatnext_nano_rw_224.sw_in1k,224,81.998,18.002,95.888,4.112,14.7,0.9,bicubic +resnext101_32x8d.tv2_in1k,176,81.99,18.01,95.716,4.284,88.79,0.875,bilinear +xcit_small_12_p16_224.fb_in1k,224,81.982,18.018,95.814,4.186,26.25,1.0,bicubic +deit_base_patch16_224.fb_in1k,224,81.98,18.02,95.74,4.26,86.57,0.9,bicubic +xception41p.ra3_in1k,299,81.978,18.022,95.784,4.216,26.91,0.94,bicubic +resnet61q.ra2_in1k,256,81.97,18.03,95.848,4.152,36.85,0.9,bicubic +gcvit_xtiny.in1k,224,81.964,18.036,95.966,4.034,19.98,0.875,bicubic +tf_efficientnetv2_b3.in1k,300,81.96,18.04,95.78,4.22,14.36,0.904,bicubic +resnetv2_50d_gn.ah_in1k,288,81.96,18.04,95.932,4.068,25.57,1.0,bicubic +resnet101.a1h_in1k,224,81.95,18.05,95.76,4.24,44.55,0.95,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k,256,81.95,18.05,95.796,4.204,14.25,0.888,bicubic +regnety_032.ra_in1k,224,81.948,18.052,95.972,4.028,19.44,0.95,bicubic +vit_base_patch32_clip_224.openai_ft_in1k,224,81.944,18.056,95.972,4.028,88.22,0.9,bicubic +hgnet_tiny.ssld_in1k,224,81.942,18.058,96.118,3.882,14.74,0.965,bicubic +regnetz_c16_evos.ch_in1k,256,81.94,18.06,96.15,3.85,13.49,0.95,bicubic +cs3sedarknet_x.c2ns_in1k,256,81.926,18.074,96.022,3.978,35.4,0.887,bicubic resnet101.tv2_in1k,224,81.906,18.094,95.768,4.232,44.55,0.965,bilinear -xcit_tiny_24_p8_224.fb_in1k,224,81.890,18.110,95.980,4.020,12.11,1.000,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,81.880,18.120,96.100,3.900,194.03,0.875,bilinear -nfnet_l0.ra2_in1k,224,81.868,18.132,96.036,3.964,35.07,0.900,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,81.864,18.136,95.696,4.304,32.59,0.950,bicubic -cs3darknet_x.c2ns_in1k,256,81.856,18.144,95.956,4.044,35.05,0.950,bicubic -convnextv2_nano.fcmae_ft_in1k,224,81.856,18.144,95.740,4.260,15.62,0.875,bicubic -tf_efficientnet_b3.ap_in1k,300,81.854,18.146,95.608,4.392,12.23,0.904,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,81.844,18.156,96.024,3.976,36.43,0.900,bicubic -pit_s_distilled_224.in1k,224,81.842,18.158,95.724,4.276,24.04,0.900,bicubic -fastvit_sa12.apple_dist_in1k,256,81.842,18.158,95.700,4.300,11.58,0.900,bicubic -resnet50d.ra4_e3600_r224_in1k,288,81.830,18.170,95.920,4.080,25.58,1.000,bicubic -swinv2_tiny_window8_256.ms_in1k,256,81.824,18.176,95.988,4.012,28.35,0.900,bicubic -regnety_032.tv2_in1k,224,81.798,18.202,95.846,4.154,19.44,0.965,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,81.796,18.204,95.824,4.176,28.33,0.900,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,81.786,18.214,96.124,3.876,86.57,0.900,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,81.782,18.218,96.036,3.964,25.58,0.950,bicubic -resnet51q.ra2_in1k,256,81.778,18.222,95.950,4.050,35.70,0.875,bilinear -cs3sedarknet_l.c2ns_in1k,288,81.766,18.234,95.966,4.034,21.91,0.950,bicubic -eca_nfnet_l0.ra2_in1k,224,81.764,18.236,95.998,4.002,24.14,0.900,bicubic -resnet152.a2_in1k,224,81.764,18.236,95.270,4.730,60.19,0.950,bicubic -tresnet_m.miil_in1k_448,448,81.710,18.290,95.562,4.438,31.39,0.875,bilinear -coatnet_nano_rw_224.sw_in1k,224,81.704,18.296,95.650,4.350,15.14,0.900,bicubic -twins_svt_small.in1k,224,81.692,18.308,95.668,4.332,24.06,0.900,bicubic -ecaresnet50t.a2_in1k,288,81.682,18.318,95.532,4.468,25.57,1.000,bicubic -halonet50ts.a1h_in1k,256,81.650,18.350,95.614,4.386,22.73,0.940,bicubic +xcit_tiny_24_p8_224.fb_in1k,224,81.888,18.112,95.978,4.022,12.11,1.0,bicubic +nfnet_l0.ra2_in1k,224,81.87,18.13,96.034,3.966,35.07,0.9,bicubic +mobilenetv4_conv_large.e500_r256_in1k,256,81.864,18.136,95.696,4.304,32.59,0.95,bicubic +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,81.856,18.144,96.038,3.962,36.43,0.9,bicubic +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,81.856,18.144,96.084,3.916,194.03,0.875,bilinear +convnextv2_nano.fcmae_ft_in1k,224,81.856,18.144,95.74,4.26,15.62,0.875,bicubic +cs3darknet_x.c2ns_in1k,256,81.856,18.144,95.956,4.044,35.05,0.95,bicubic +tf_efficientnet_b3.ap_in1k,300,81.842,18.158,95.614,4.386,12.23,0.904,bicubic +resnet50d.ra4_e3600_r224_in1k,288,81.84,18.16,95.926,4.074,25.58,1.0,bicubic +fastvit_sa12.apple_dist_in1k,256,81.838,18.162,95.7,4.3,11.58,0.9,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,81.832,18.168,95.878,4.122,14.62,1.0,bilinear +pit_s_distilled_224.in1k,224,81.826,18.174,95.72,4.28,24.04,0.9,bicubic +swinv2_tiny_window8_256.ms_in1k,256,81.824,18.176,95.988,4.012,28.35,0.9,bicubic +swinv2_cr_tiny_ns_224.sw_in1k,224,81.796,18.204,95.824,4.176,28.33,0.9,bicubic +regnety_032.tv2_in1k,224,81.788,18.212,95.826,4.174,19.44,0.965,bicubic +resnetaa50d.sw_in12k_ft_in1k,224,81.782,18.218,96.036,3.964,25.58,0.95,bicubic +vit_base_patch16_224.orig_in21k_ft_in1k,224,81.782,18.218,96.122,3.878,86.57,0.9,bicubic +resnet51q.ra2_in1k,256,81.774,18.226,95.932,4.068,35.7,0.875,bilinear +cs3sedarknet_l.c2ns_in1k,288,81.77,18.23,95.962,4.038,21.91,0.95,bicubic +resnet152.a2_in1k,224,81.764,18.236,95.27,4.73,60.19,0.95,bicubic +eca_nfnet_l0.ra2_in1k,224,81.762,18.238,95.994,4.006,24.14,0.9,bicubic +tresnet_m.miil_in1k_448,448,81.71,18.29,95.562,4.438,31.39,0.875,bilinear +coatnet_nano_rw_224.sw_in1k,224,81.704,18.296,95.65,4.35,15.14,0.9,bicubic +twins_svt_small.in1k,224,81.694,18.306,95.67,4.33,24.06,0.9,bicubic +ecaresnet50t.a2_in1k,288,81.682,18.318,95.524,4.476,25.57,1.0,bicubic +ecaresnet50d.miil_in1k,288,81.648,18.352,95.884,4.116,25.58,0.95,bicubic tf_efficientnet_b3.aa_in1k,300,81.648,18.352,95.724,4.276,12.23,0.904,bicubic -ecaresnet50d.miil_in1k,288,81.640,18.360,95.886,4.114,25.58,0.950,bicubic -rexnet_200.nav_in1k,224,81.640,18.360,95.668,4.332,16.37,0.875,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,81.620,18.380,96.036,3.964,88.79,0.875,bilinear -convnext_nano_ols.d1h_in1k,288,81.612,18.388,95.626,4.374,15.65,1.000,bicubic -resnetaa50.a1h_in1k,288,81.604,18.396,95.808,4.192,25.56,1.000,bicubic -wide_resnet50_2.tv2_in1k,224,81.598,18.402,95.764,4.236,68.88,0.965,bilinear -poolformerv2_s36.sail_in1k,224,81.576,18.424,95.680,4.320,30.79,1.000,bicubic -edgenext_small.usi_in1k,320,81.572,18.428,95.712,4.288,5.59,1.000,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,81.566,18.434,95.898,4.102,11.22,0.965,bicubic -regnetx_080.tv2_in1k,224,81.560,18.440,95.542,4.458,39.57,0.965,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,81.548,18.452,95.494,4.506,22.57,0.950,bicubic -tf_efficientnet_lite4.in1k,380,81.546,18.454,95.666,4.334,13.01,0.920,bilinear -tiny_vit_11m_224.in1k,224,81.538,18.462,95.870,4.130,11.00,0.950,bicubic -tnt_s_patch16_224,224,81.528,18.472,95.734,4.266,23.76,0.900,bicubic -crossvit_15_240.in1k,240,81.518,18.482,95.696,4.304,27.53,0.875,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,81.506,18.494,96.088,3.912,306.63,1.000,bicubic -levit_conv_256.fb_dist_in1k,224,81.506,18.494,95.488,4.512,18.89,0.900,bicubic -levit_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.900,bicubic +halonet50ts.a1h_in1k,256,81.64,18.36,95.612,4.388,22.73,0.94,bicubic +rexnet_200.nav_in1k,224,81.636,18.364,95.672,4.328,16.37,0.875,bicubic +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,81.62,18.38,96.036,3.964,88.79,0.875,bilinear +resnetaa50.a1h_in1k,288,81.618,18.382,95.794,4.206,25.56,1.0,bicubic +wide_resnet50_2.tv2_in1k,224,81.612,18.388,95.766,4.234,68.88,0.965,bilinear +convnext_nano_ols.d1h_in1k,288,81.612,18.388,95.626,4.374,15.65,1.0,bicubic +poolformerv2_s36.sail_in1k,224,81.576,18.424,95.68,4.32,30.79,1.0,bicubic +edgenext_small.usi_in1k,320,81.574,18.426,95.712,4.288,5.59,1.0,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,224,81.564,18.436,95.894,4.106,11.22,0.965,bicubic +regnetx_080.tv2_in1k,224,81.552,18.448,95.54,4.46,39.57,0.965,bicubic +lamhalobotnet50ts_256.a1h_in1k,256,81.552,18.448,95.51,4.49,22.57,0.95,bicubic +tf_efficientnet_lite4.in1k,380,81.54,18.46,95.668,4.332,13.01,0.92,bilinear +tiny_vit_11m_224.in1k,224,81.538,18.462,95.87,4.13,11.0,0.95,bicubic +crossvit_15_240.in1k,240,81.522,18.478,95.694,4.306,27.53,0.875,bicubic +tnt_s_legacy_patch16_224.in1k,224,81.512,18.488,95.742,4.258,23.76,0.9,bicubic +vit_large_patch32_384.orig_in21k_ft_in1k,384,81.508,18.492,96.086,3.914,306.63,1.0,bicubic +tnt_s_patch16_224.in1k,224,81.506,18.494,95.766,4.234,23.77,0.9,bicubic +levit_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.9,bicubic +levit_conv_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.9,bicubic tresnet_l.miil_in1k,224,81.498,18.502,95.652,4.348,55.99,0.875,bilinear -repvit_m3.dist_in1k,224,81.494,18.506,95.562,4.438,10.68,0.950,bicubic -resnet101.a1_in1k,224,81.494,18.506,95.164,4.836,44.55,0.950,bicubic -wide_resnet50_2.racm_in1k,224,81.488,18.512,95.544,4.456,68.88,0.875,bicubic -resnext50_32x4d.a1_in1k,288,81.484,18.516,95.162,4.838,25.03,1.000,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,81.476,18.524,95.824,4.176,21.98,0.900,bicubic -efficientnet_b3.ra2_in1k,288,81.474,18.526,95.712,4.288,12.23,0.875,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,81.474,18.526,95.692,4.308,11.07,0.950,bicubic -convnext_nano.d1h_in1k,288,81.474,18.526,95.670,4.330,15.59,1.000,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,81.470,18.530,95.672,4.328,10.59,0.888,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,81.460,18.540,96.008,3.992,11.22,1.000,bicubic -gcresnet50t.ra2_in1k,288,81.458,18.542,95.722,4.278,25.90,1.000,bicubic -ecaresnet50t.ra2_in1k,256,81.446,18.554,95.678,4.322,25.57,0.875,bicubic -resnet50d.a1_in1k,288,81.444,18.556,95.224,4.776,25.58,1.000,bicubic -dm_nfnet_f0.dm_in1k,192,81.438,18.562,95.678,4.322,71.49,0.900,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,81.434,18.566,95.696,4.304,7.79,1.000,bicubic -poolformer_s36.sail_in1k,224,81.432,18.568,95.444,4.556,30.86,0.900,bicubic -nest_tiny_jx.goog_in1k,224,81.428,18.572,95.626,4.374,17.06,0.875,bicubic +repvit_m3.dist_in1k,224,81.494,18.506,95.562,4.438,10.68,0.95,bicubic +resnet101.a1_in1k,224,81.494,18.506,95.164,4.836,44.55,0.95,bicubic +resnext50_32x4d.a1_in1k,288,81.48,18.52,95.152,4.848,25.03,1.0,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,81.478,18.522,95.692,4.308,11.07,0.95,bicubic +vit_relpos_small_patch16_224.sw_in1k,224,81.476,18.524,95.824,4.176,21.98,0.9,bicubic +convnext_nano.d1h_in1k,288,81.474,18.526,95.67,4.33,15.59,1.0,bicubic +efficientnet_b3.ra2_in1k,288,81.472,18.528,95.696,4.304,12.23,0.875,bicubic +wide_resnet50_2.racm_in1k,224,81.466,18.534,95.544,4.456,68.88,0.875,bicubic +resnet50d.a1_in1k,288,81.466,18.534,95.218,4.782,25.58,1.0,bicubic +mobilevitv2_150.cvnets_in22k_ft_in1k,256,81.466,18.534,95.678,4.322,10.59,0.888,bicubic +gcresnet50t.ra2_in1k,288,81.458,18.542,95.724,4.276,25.9,1.0,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,288,81.456,18.544,96.016,3.984,11.22,1.0,bicubic +ecaresnet50t.ra2_in1k,256,81.45,18.55,95.678,4.322,25.57,0.875,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,288,81.444,18.556,95.698,4.302,7.79,1.0,bicubic +dm_nfnet_f0.dm_in1k,192,81.436,18.564,95.672,4.328,71.49,0.9,bicubic +ecaresnetlight.miil_in1k,288,81.43,18.57,95.79,4.21,30.16,0.95,bicubic +poolformer_s36.sail_in1k,224,81.428,18.572,95.442,4.558,30.86,0.9,bicubic +nest_tiny_jx.goog_in1k,224,81.428,18.572,95.63,4.37,17.06,0.875,bicubic hgnet_small.paddle_in1k,224,81.426,18.574,95.846,4.154,24.36,0.965,bicubic -ecaresnetlight.miil_in1k,288,81.416,18.584,95.794,4.206,30.16,0.950,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,81.414,18.586,96.150,3.850,22.05,0.900,bicubic -convit_small.fb_in1k,224,81.414,18.586,95.736,4.264,27.78,0.875,bicubic -resnetv2_50.a1h_in1k,288,81.408,18.592,95.712,4.288,25.55,1.000,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,81.388,18.612,95.758,4.242,7.79,0.882,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,81.388,18.612,95.540,4.460,28.29,0.900,bicubic -gernet_l.idstcv_in1k,256,81.374,18.626,95.552,4.448,31.08,0.875,bilinear -deit3_small_patch16_224.fb_in1k,224,81.374,18.626,95.454,4.546,22.06,0.900,bicubic -efficientnetv2_rw_t.ra2_in1k,224,81.372,18.628,95.552,4.448,13.65,1.000,bicubic -convmixer_1536_20.in1k,224,81.370,18.630,95.630,4.370,51.63,0.960,bicubic -resnet50d.ra2_in1k,288,81.350,18.650,95.742,4.258,25.58,0.950,bicubic -resnet101.a2_in1k,224,81.344,18.656,95.198,4.802,44.55,0.950,bicubic -legacy_senet154.in1k,224,81.326,18.674,95.496,4.504,115.09,0.875,bilinear -efficientnet_el.ra_in1k,300,81.306,18.694,95.540,4.460,10.59,0.904,bicubic -coat_mini.in1k,224,81.304,18.696,95.388,4.612,10.34,0.900,bicubic -repvit_m1_1.dist_450e_in1k,224,81.302,18.698,95.572,4.428,8.80,0.950,bicubic -resnext50_32x4d.a2_in1k,288,81.298,18.702,95.110,4.890,25.03,1.000,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,81.284,18.716,95.740,4.260,11.07,1.000,bicubic -ecaresnet50t.a1_in1k,224,81.284,18.716,95.150,4.850,25.57,0.950,bicubic -seresnet50.ra2_in1k,288,81.282,18.718,95.652,4.348,28.09,0.950,bicubic -seresnext50_32x4d.racm_in1k,224,81.268,18.732,95.626,4.374,27.56,0.875,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,81.268,18.732,95.574,4.426,13.68,1.000,bicubic +convit_small.fb_in1k,224,81.412,18.588,95.74,4.26,27.78,0.875,bicubic +resnetv2_50.a1h_in1k,288,81.406,18.594,95.712,4.288,25.55,1.0,bicubic +vit_small_patch16_224.augreg_in21k_ft_in1k,224,81.402,18.598,96.15,3.85,22.05,0.9,bicubic +swin_tiny_patch4_window7_224.ms_in1k,224,81.388,18.612,95.54,4.46,28.29,0.9,bicubic +tf_efficientnet_b1.ns_jft_in1k,240,81.388,18.612,95.756,4.244,7.79,0.882,bicubic +deit3_small_patch16_224.fb_in1k,224,81.382,18.618,95.454,4.546,22.06,0.9,bicubic +convmixer_1536_20.in1k,224,81.382,18.618,95.618,4.382,51.63,0.96,bicubic +efficientnetv2_rw_t.ra2_in1k,224,81.37,18.63,95.55,4.45,13.65,1.0,bicubic +gernet_l.idstcv_in1k,256,81.354,18.646,95.558,4.442,31.08,0.875,bilinear +resnet50d.ra2_in1k,288,81.354,18.646,95.742,4.258,25.58,0.95,bicubic +resnet101.a2_in1k,224,81.344,18.656,95.198,4.802,44.55,0.95,bicubic +fasternet_s.in1k,224,81.328,18.672,95.678,4.322,31.18,1.0,bicubic +legacy_senet154.in1k,224,81.32,18.68,95.502,4.498,115.09,0.875,bilinear +coat_mini.in1k,224,81.32,18.68,95.388,4.612,10.34,0.9,bicubic +repvit_m1_1.dist_450e_in1k,224,81.314,18.686,95.568,4.432,8.8,0.95,bicubic +efficientnet_el.ra_in1k,300,81.308,18.692,95.538,4.462,10.59,0.904,bicubic +resnext50_32x4d.a2_in1k,288,81.304,18.696,95.114,4.886,25.03,1.0,bicubic +seresnet50.ra2_in1k,288,81.288,18.712,95.652,4.348,28.09,0.95,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,256,81.284,18.716,95.746,4.254,11.07,1.0,bicubic +ecaresnet50t.a1_in1k,224,81.282,18.718,95.15,4.85,25.57,0.95,bicubic +gc_efficientnetv2_rw_t.agc_in1k,224,81.276,18.724,95.58,4.42,13.68,1.0,bicubic +seresnext50_32x4d.racm_in1k,224,81.268,18.732,95.624,4.376,27.56,0.875,bicubic senet154.gluon_in1k,224,81.258,18.742,95.358,4.642,115.09,0.875,bicubic -res2net101d.in1k,224,81.254,18.746,95.348,4.652,45.23,0.875,bilinear -fbnetv3_g.ra2_in1k,240,81.252,18.748,95.682,4.318,16.62,0.950,bilinear -resnet50.a1_in1k,288,81.240,18.760,95.112,4.888,25.56,1.000,bicubic -gcresnext50ts.ch_in1k,288,81.234,18.766,95.536,4.464,15.67,1.000,bicubic -cs3sedarknet_l.c2ns_in1k,256,81.220,18.780,95.806,4.194,21.91,0.887,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,81.216,18.784,95.380,4.620,22.44,0.900,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,81.212,18.788,95.616,4.384,6.71,1.000,bicubic -resnet50_gn.a1h_in1k,288,81.208,18.792,95.632,4.368,25.56,0.950,bicubic -lambda_resnet50ts.a1h_in1k,256,81.186,18.814,95.096,4.904,21.54,0.950,bicubic -resnext50_32x4d.tv2_in1k,224,81.176,18.824,95.348,4.652,25.03,0.965,bilinear -resnet50d.a2_in1k,288,81.168,18.832,95.100,4.900,25.58,1.000,bicubic -sebotnet33ts_256.a1h_in1k,256,81.152,18.848,95.160,4.840,13.70,0.940,bicubic -resmlp_36_224.fb_distilled_in1k,224,81.150,18.850,95.508,4.492,44.69,0.875,bicubic -mobilevitv2_200.cvnets_in1k,256,81.148,18.852,95.382,4.618,18.45,0.888,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,81.146,18.854,95.980,4.020,25.56,0.875,bilinear +vit_small_patch16_rope_mixed_224.naver_in1k,224,81.252,18.748,95.056,4.944,21.99,0.9,bicubic +fbnetv3_g.ra2_in1k,240,81.246,18.754,95.686,4.314,16.62,0.95,bilinear +gcresnext50ts.ch_in1k,288,81.242,18.758,95.536,4.464,15.67,1.0,bicubic +resnet50.a1_in1k,288,81.24,18.76,95.112,4.888,25.56,1.0,bicubic +res2net101d.in1k,224,81.236,18.764,95.346,4.654,45.23,0.875,bilinear +vit_small_patch16_rope_224.naver_in1k,224,81.222,18.778,95.02,4.98,21.98,0.9,bicubic +resnet50_gn.a1h_in1k,288,81.216,18.784,95.634,4.366,25.56,0.95,bicubic +xcit_tiny_12_p8_224.fb_dist_in1k,224,81.214,18.786,95.614,4.386,6.71,1.0,bicubic +cs3sedarknet_l.c2ns_in1k,256,81.208,18.792,95.798,4.202,21.91,0.887,bicubic +deit_small_distilled_patch16_224.fb_in1k,224,81.204,18.796,95.378,4.622,22.44,0.9,bicubic +resnext50_32x4d.tv2_in1k,224,81.19,18.81,95.344,4.656,25.03,0.965,bilinear +lambda_resnet50ts.a1h_in1k,256,81.184,18.816,95.094,4.906,21.54,0.95,bicubic +resnet50d.a2_in1k,288,81.164,18.836,95.1,4.9,25.58,1.0,bicubic +sebotnet33ts_256.a1h_in1k,256,81.156,18.844,95.16,4.84,13.7,0.94,bicubic +resmlp_36_224.fb_distilled_in1k,224,81.15,18.85,95.508,4.492,44.69,0.875,bicubic +mobilevitv2_200.cvnets_in1k,256,81.148,18.852,95.38,4.62,18.45,0.888,bicubic +resnet50.fb_swsl_ig1b_ft_in1k,224,81.146,18.854,95.98,4.02,25.56,0.875,bilinear resnest50d_4s2x40d.in1k,224,81.146,18.854,95.566,4.434,30.42,0.875,bicubic -resnext50_32x4d.a1h_in1k,224,81.140,18.860,95.320,4.680,25.03,0.950,bicubic -vit_small_patch16_384.augreg_in1k,384,81.134,18.866,95.576,4.424,22.20,1.000,bicubic -hrnet_w18_ssld.paddle_in1k,224,81.132,18.868,95.634,4.366,21.30,0.950,bilinear -pit_s_224.in1k,224,81.126,18.874,95.328,4.672,23.46,0.900,bicubic -twins_pcpvt_small.in1k,224,81.122,18.878,95.616,4.384,24.11,0.900,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,81.108,18.892,95.580,4.420,21.97,0.900,bicubic -seresnet50.a1_in1k,288,81.104,18.896,95.120,4.880,28.09,1.000,bicubic -vit_base_patch16_384.augreg_in1k,384,81.096,18.904,95.334,4.666,86.86,1.000,bicubic -seresnet50.a2_in1k,288,81.092,18.908,95.236,4.764,28.09,1.000,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,81.076,18.924,95.920,4.080,14.36,0.900,bicubic -fastvit_s12.apple_dist_in1k,256,81.074,18.926,95.278,4.722,9.47,0.900,bicubic -edgenext_small.usi_in1k,256,81.064,18.936,95.330,4.670,5.59,0.950,bicubic -convnextv2_pico.fcmae_ft_in1k,288,81.056,18.944,95.478,4.522,9.07,0.950,bicubic -haloregnetz_b.ra3_in1k,224,81.052,18.948,95.200,4.800,11.68,0.940,bicubic +resnext50_32x4d.a1h_in1k,224,81.14,18.86,95.32,4.68,25.03,0.95,bicubic +vit_small_patch16_384.augreg_in1k,384,81.13,18.87,95.59,4.41,22.2,1.0,bicubic +twins_pcpvt_small.in1k,224,81.116,18.884,95.624,4.376,24.11,0.9,bicubic +seresnet50.a1_in1k,288,81.114,18.886,95.122,4.878,28.09,1.0,bicubic +hrnet_w18_ssld.paddle_in1k,224,81.114,18.886,95.638,4.362,21.3,0.95,bilinear +pit_s_224.in1k,224,81.114,18.886,95.336,4.664,23.46,0.9,bicubic +vit_srelpos_small_patch16_224.sw_in1k,224,81.108,18.892,95.58,4.42,21.97,0.9,bicubic +vit_base_patch16_384.augreg_in1k,384,81.102,18.898,95.334,4.666,86.86,1.0,bicubic +seresnet50.a2_in1k,288,81.094,18.906,95.23,4.77,28.09,1.0,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,240,81.078,18.922,95.92,4.08,14.36,0.9,bicubic +fastvit_s12.apple_dist_in1k,256,81.074,18.926,95.278,4.722,9.47,0.9,bicubic +edgenext_small.usi_in1k,256,81.068,18.932,95.33,4.67,5.59,0.95,bicubic +mambaout_kobe.in1k,288,81.064,18.936,95.682,4.318,9.14,1.0,bicubic +convnextv2_pico.fcmae_ft_in1k,288,81.062,18.938,95.476,4.524,9.07,0.95,bicubic +haloregnetz_b.ra3_in1k,224,81.058,18.942,95.196,4.804,11.68,0.94,bicubic resnet152s.gluon_in1k,224,81.048,18.952,95.442,4.558,60.32,0.875,bicubic -crossvit_small_240.in1k,240,81.040,18.960,95.468,4.532,26.86,0.875,bicubic +crossvit_small_240.in1k,240,81.036,18.964,95.466,4.534,26.86,0.875,bicubic resmlp_big_24_224.fb_in1k,224,81.034,18.966,95.026,4.974,129.14,0.875,bicubic -resnest50d_1s4x24d.in1k,224,81.018,18.982,95.336,4.664,25.68,0.875,bicubic -resnet50.d_in1k,288,81.012,18.988,95.456,4.544,25.56,1.000,bicubic -sehalonet33ts.ra2_in1k,256,80.972,19.028,95.272,4.728,13.69,0.940,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,80.966,19.034,96.020,3.980,28.29,0.900,bicubic -cait_xxs24_384.fb_dist_in1k,384,80.962,19.038,95.642,4.358,12.03,1.000,bicubic +resnest50d_1s4x24d.in1k,224,81.024,18.976,95.338,4.662,25.68,0.875,bicubic +vit_small_patch16_rope_ape_224.naver_in1k,224,81.016,18.984,94.988,5.012,22.06,0.9,bicubic +resnet50.d_in1k,288,81.012,18.988,95.456,4.544,25.56,1.0,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,80.994,19.006,95.474,4.526,14.62,0.95,bilinear +sehalonet33ts.ra2_in1k,256,80.976,19.024,95.272,4.728,13.69,0.94,bicubic +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,80.974,19.026,94.976,5.024,22.06,0.9,bicubic +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,80.966,19.034,96.02,3.98,28.29,0.9,bicubic resnest50d.in1k,224,80.958,19.042,95.372,4.628,27.48,0.875,bilinear -resnet50d.ra4_e3600_r224_in1k,224,80.956,19.044,95.380,4.620,25.58,0.950,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,80.952,19.048,95.432,4.568,6.72,1.000,bicubic -gcresnet50t.ra2_in1k,256,80.950,19.050,95.464,4.536,25.90,0.900,bicubic +resnet50d.ra4_e3600_r224_in1k,224,80.956,19.044,95.38,4.62,25.58,0.95,bicubic +xcit_tiny_12_p16_384.fb_dist_in1k,384,80.954,19.046,95.43,4.57,6.72,1.0,bicubic +cait_xxs24_384.fb_dist_in1k,384,80.954,19.046,95.638,4.362,12.03,1.0,bicubic +gcresnet50t.ra2_in1k,256,80.944,19.056,95.458,4.542,25.9,0.9,bicubic resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,80.936,19.064,95.732,4.268,44.18,0.875,bilinear -resnet50.c1_in1k,288,80.928,19.072,95.554,4.446,25.56,1.000,bicubic -regnetx_032.tv2_in1k,224,80.926,19.074,95.268,4.732,15.30,0.965,bicubic -cs3darknet_focus_l.c2ns_in1k,288,80.910,19.090,95.678,4.322,21.15,0.950,bicubic -convnext_nano_ols.d1h_in1k,224,80.906,19.094,95.254,4.746,15.65,0.950,bicubic -cs3darknet_l.c2ns_in1k,288,80.888,19.112,95.662,4.338,21.16,0.950,bicubic -seresnext101_64x4d.gluon_in1k,224,80.886,19.114,95.308,4.692,88.23,0.875,bicubic +resnet50.c1_in1k,288,80.928,19.072,95.554,4.446,25.56,1.0,bicubic +regnetx_032.tv2_in1k,224,80.916,19.084,95.248,4.752,15.3,0.965,bicubic +convnext_nano_ols.d1h_in1k,224,80.906,19.094,95.254,4.746,15.65,0.95,bicubic +swiftformer_l1.dist_in1k,224,80.906,19.094,95.374,4.626,12.06,0.95,bicubic +cs3darknet_focus_l.c2ns_in1k,288,80.894,19.106,95.674,4.326,21.15,0.95,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,320,80.89,19.11,95.75,4.25,9.72,1.0,bicubic seresnext101_32x4d.gluon_in1k,224,80.886,19.114,95.268,4.732,48.96,0.875,bicubic -ecaresnet50t.a2_in1k,224,80.884,19.116,95.022,4.978,25.57,0.950,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,80.880,19.120,95.762,4.238,9.72,1.000,bicubic -tf_efficientnet_b3.in1k,300,80.880,19.120,95.326,4.674,12.23,0.904,bicubic -mobilevitv2_175.cvnets_in1k,256,80.874,19.126,95.260,4.740,14.25,0.888,bicubic -efficientnet_b3_pruned.in1k,300,80.872,19.128,95.272,4.728,9.86,0.904,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,80.862,19.138,95.672,4.328,5.39,0.950,bicubic -resnet50.c2_in1k,288,80.856,19.144,95.526,4.474,25.56,1.000,bicubic -resnet50.tv2_in1k,224,80.844,19.156,95.420,4.580,25.56,0.965,bilinear -fastvit_sa12.apple_in1k,256,80.840,19.160,95.344,4.656,11.58,0.900,bicubic -resnetv2_50d_evos.ah_in1k,224,80.828,19.172,95.270,4.730,25.59,0.950,bicubic -repvit_m1_1.dist_300e_in1k,224,80.826,19.174,95.174,4.826,8.80,0.950,bicubic +seresnext101_64x4d.gluon_in1k,224,80.884,19.116,95.308,4.692,88.23,0.875,bicubic +ecaresnet50t.a2_in1k,224,80.884,19.116,95.022,4.978,25.57,0.95,bicubic +cs3darknet_l.c2ns_in1k,288,80.882,19.118,95.662,4.338,21.16,0.95,bicubic +tf_efficientnet_b3.in1k,300,80.878,19.122,95.308,4.692,12.23,0.904,bicubic +tiny_vit_5m_224.dist_in22k_ft_in1k,224,80.874,19.126,95.668,4.332,5.39,0.95,bicubic +mobilevitv2_175.cvnets_in1k,256,80.87,19.13,95.28,4.72,14.25,0.888,bicubic +efficientnet_b3_pruned.in1k,300,80.864,19.136,95.266,4.734,9.86,0.904,bicubic +resnet50.c2_in1k,288,80.862,19.138,95.53,4.47,25.56,1.0,bicubic +resnet50.tv2_in1k,224,80.846,19.154,95.43,4.57,25.56,0.965,bilinear +fastvit_sa12.apple_in1k,256,80.846,19.154,95.346,4.654,11.58,0.9,bicubic +resnetv2_50d_evos.ah_in1k,224,80.828,19.172,95.27,4.73,25.59,0.95,bicubic +repvit_m1_1.dist_300e_in1k,224,80.826,19.174,95.174,4.826,8.8,0.95,bicubic tresnet_m.miil_in1k,224,80.816,19.184,94.862,5.138,31.39,0.875,bilinear -ecaresnet101d_pruned.miil_in1k,224,80.814,19.186,95.620,4.380,24.88,0.875,bicubic -seresnet33ts.ra2_in1k,288,80.814,19.186,95.346,4.654,19.78,1.000,bicubic -ecaresnet50d_pruned.miil_in1k,288,80.808,19.192,95.578,4.422,19.94,0.950,bicubic -regnety_320.pycls_in1k,224,80.796,19.204,95.240,4.760,145.05,0.875,bicubic -resnetv2_50d_gn.ah_in1k,224,80.794,19.206,95.356,4.644,25.57,0.950,bicubic -resnet50.a2_in1k,288,80.780,19.220,94.978,5.022,25.56,1.000,bicubic -resmlp_24_224.fb_distilled_in1k,224,80.766,19.234,95.220,4.780,30.02,0.875,bicubic -convnext_nano.d1h_in1k,224,80.762,19.238,95.332,4.668,15.59,0.950,bicubic -poolformerv2_s24.sail_in1k,224,80.752,19.248,95.318,4.682,21.34,1.000,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,80.746,19.254,95.498,4.502,11.22,0.965,bicubic -regnetz_b16.ra3_in1k,288,80.738,19.262,95.530,4.470,9.72,1.000,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,80.736,19.264,95.570,4.430,88.22,0.900,bicubic -resnet50d.a1_in1k,224,80.730,19.270,94.678,5.322,25.58,0.950,bicubic -gernet_m.idstcv_in1k,224,80.726,19.274,95.184,4.816,21.14,0.875,bilinear -eca_resnet33ts.ra2_in1k,288,80.716,19.284,95.382,4.618,19.68,1.000,bicubic -tf_efficientnetv2_b3.in1k,240,80.712,19.288,95.176,4.824,14.36,0.904,bicubic -resnetrs101.tf_in1k,192,80.710,19.290,95.238,4.762,63.62,0.940,bicubic -resnet50.b1k_in1k,288,80.706,19.294,95.432,4.568,25.56,1.000,bicubic -resnext50_32x4d.ra_in1k,288,80.706,19.294,95.358,4.642,25.03,0.950,bicubic -regnety_016.tv2_in1k,224,80.696,19.304,95.340,4.660,11.20,0.965,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,80.684,19.316,95.442,4.558,8.46,0.950,bicubic -mobilenet_edgetpu_v2_m,256,80.682,19.318,95.444,4.556,8.46,0.950,bicubic -resnext50d_32x4d.bt_in1k,288,80.680,19.320,95.428,4.572,25.05,0.950,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,80.672,19.328,95.526,4.474,5.76,1.000,bicubic -nf_resnet50.ra2_in1k,288,80.656,19.344,95.340,4.660,25.56,0.940,bicubic -resnet50.a1h_in1k,224,80.652,19.348,95.312,4.688,25.56,1.000,bicubic -hgnet_tiny.paddle_in1k,288,80.648,19.352,95.542,4.458,14.74,1.000,bicubic -resnext101_64x4d.gluon_in1k,224,80.640,19.360,95.000,5.000,83.46,0.875,bicubic -ecaresnet50d.miil_in1k,224,80.618,19.382,95.312,4.688,25.58,0.875,bicubic -resnetaa50.a1h_in1k,224,80.614,19.386,95.212,4.788,25.56,0.950,bicubic -efficientnet_b2.ra_in1k,288,80.610,19.390,95.318,4.682,9.11,1.000,bicubic -gcresnext50ts.ch_in1k,256,80.608,19.392,95.180,4.820,15.67,0.900,bicubic -gcresnet33ts.ra2_in1k,288,80.588,19.412,95.322,4.678,19.88,1.000,bicubic -cspresnext50.ra_in1k,256,80.552,19.448,95.330,4.670,20.57,0.887,bilinear -maxvit_rmlp_pico_rw_256.sw_in1k,256,80.550,19.450,95.186,4.814,7.52,0.950,bicubic -resnet50d.ra2_in1k,224,80.548,19.452,95.158,4.842,25.58,0.875,bicubic -resnet152.a3_in1k,224,80.548,19.452,95.004,4.996,60.19,0.950,bicubic -darknet53.c2ns_in1k,288,80.542,19.458,95.426,4.574,41.61,1.000,bicubic -darknetaa53.c2ns_in1k,288,80.528,19.472,95.328,4.672,36.02,1.000,bilinear -resnext50_32x4d.a1_in1k,224,80.526,19.474,94.458,5.542,25.03,0.950,bicubic -repvgg_b3.rvgg_in1k,224,80.518,19.482,95.254,4.746,123.09,0.875,bilinear -efficientformer_l1.snap_dist_in1k,224,80.502,19.498,94.992,5.008,12.29,0.950,bicubic -mixnet_xl.ra_in1k,224,80.490,19.510,94.938,5.062,11.90,0.875,bicubic -wide_resnet101_2.tv2_in1k,176,80.488,19.512,94.980,5.020,126.89,0.875,bilinear -vit_small_patch32_384.augreg_in21k_ft_in1k,384,80.482,19.518,95.606,4.394,22.92,1.000,bicubic -resnet152d.gluon_in1k,224,80.476,19.524,95.196,4.804,60.21,0.875,bicubic -resnet50.b2k_in1k,288,80.470,19.530,95.308,4.692,25.56,1.000,bicubic -repvit_m2.dist_in1k,224,80.468,19.532,95.172,4.828,8.80,0.950,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,80.466,19.534,95.202,4.798,12.12,1.000,bicubic +seresnet33ts.ra2_in1k,288,80.814,19.186,95.346,4.654,19.78,1.0,bicubic +ecaresnet101d_pruned.miil_in1k,224,80.81,19.19,95.642,4.358,24.88,0.875,bicubic +ecaresnet50d_pruned.miil_in1k,288,80.808,19.192,95.566,4.434,19.94,0.95,bicubic +resnetv2_50d_gn.ah_in1k,224,80.8,19.2,95.356,4.644,25.57,0.95,bicubic +regnety_320.pycls_in1k,224,80.796,19.204,95.246,4.754,145.05,0.875,bicubic +resnet50.a2_in1k,288,80.774,19.226,94.978,5.022,25.56,1.0,bicubic +resmlp_24_224.fb_distilled_in1k,224,80.766,19.234,95.22,4.78,30.02,0.875,bicubic +convnext_nano.d1h_in1k,224,80.762,19.238,95.332,4.668,15.59,0.95,bicubic +poolformerv2_s24.sail_in1k,224,80.746,19.254,95.318,4.682,21.34,1.0,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,224,80.742,19.258,95.5,4.5,11.22,0.965,bicubic +regnetz_b16.ra3_in1k,288,80.74,19.26,95.528,4.472,9.72,1.0,bicubic +vit_base_patch32_224.augreg_in21k_ft_in1k,224,80.732,19.268,95.574,4.426,88.22,0.9,bicubic +resnet50d.a1_in1k,224,80.73,19.27,94.678,5.322,25.58,0.95,bicubic +resnext50_32x4d.ra_in1k,288,80.72,19.28,95.344,4.656,25.03,0.95,bicubic +eca_resnet33ts.ra2_in1k,288,80.716,19.284,95.382,4.618,19.68,1.0,bicubic +tf_efficientnetv2_b3.in1k,240,80.708,19.292,95.178,4.822,14.36,0.904,bicubic +resnet50.b1k_in1k,288,80.708,19.292,95.43,4.57,25.56,1.0,bicubic +resnetrs101.tf_in1k,192,80.706,19.294,95.24,4.76,63.62,0.94,bicubic +gernet_m.idstcv_in1k,224,80.702,19.298,95.186,4.814,21.14,0.875,bilinear +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,80.684,19.316,95.442,4.558,8.46,0.95,bicubic +resnext50d_32x4d.bt_in1k,288,80.676,19.324,95.426,4.574,25.05,0.95,bicubic +regnety_016.tv2_in1k,224,80.668,19.332,95.336,4.664,11.2,0.965,bicubic +nf_resnet50.ra2_in1k,288,80.658,19.342,95.35,4.65,25.56,0.94,bicubic +resnet50.a1h_in1k,224,80.654,19.346,95.312,4.688,25.56,1.0,bicubic +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,80.648,19.352,95.52,4.48,5.76,1.0,bicubic +hgnet_tiny.paddle_in1k,288,80.644,19.356,95.556,4.444,14.74,1.0,bicubic +resnext101_64x4d.gluon_in1k,224,80.64,19.36,95.0,5.0,83.46,0.875,bicubic +ecaresnet50d.miil_in1k,224,80.634,19.366,95.31,4.69,25.58,0.875,bicubic +resnetaa50.a1h_in1k,224,80.614,19.386,95.212,4.788,25.56,0.95,bicubic +efficientnet_b2.ra_in1k,288,80.612,19.388,95.32,4.68,9.11,1.0,bicubic +gcresnext50ts.ch_in1k,256,80.608,19.392,95.18,4.82,15.67,0.9,bicubic +gcresnet33ts.ra2_in1k,288,80.588,19.412,95.318,4.682,19.88,1.0,bicubic +maxvit_rmlp_pico_rw_256.sw_in1k,256,80.55,19.45,95.186,4.814,7.52,0.95,bicubic +cspresnext50.ra_in1k,256,80.548,19.452,95.33,4.67,20.57,0.887,bilinear +resnet152.a3_in1k,224,80.548,19.452,95.004,4.996,60.19,0.95,bicubic +resnet50d.ra2_in1k,224,80.546,19.454,95.16,4.84,25.58,0.875,bicubic +darknet53.c2ns_in1k,288,80.542,19.458,95.428,4.572,41.61,1.0,bicubic +repvgg_b3.rvgg_in1k,224,80.528,19.472,95.254,4.746,123.09,0.875,bilinear +darknetaa53.c2ns_in1k,288,80.528,19.472,95.328,4.672,36.02,1.0,bilinear +resnext50_32x4d.a1_in1k,224,80.526,19.474,94.458,5.542,25.03,0.95,bicubic +efficientformer_l1.snap_dist_in1k,224,80.502,19.498,94.992,5.008,12.29,0.95,bicubic +mixnet_xl.ra_in1k,224,80.494,19.506,94.938,5.062,11.9,0.875,bicubic +wide_resnet101_2.tv2_in1k,176,80.494,19.506,94.978,5.022,126.89,0.875,bilinear +resnet152d.gluon_in1k,224,80.476,19.524,95.194,4.806,60.21,0.875,bicubic +vit_small_patch32_384.augreg_in21k_ft_in1k,384,80.476,19.524,95.594,4.406,22.92,1.0,bicubic +repvit_m2.dist_in1k,224,80.468,19.532,95.172,4.828,8.8,0.95,bicubic resnet101d.gluon_in1k,224,80.466,19.534,95.034,4.966,44.57,0.875,bicubic -convnext_pico_ols.d1_in1k,288,80.458,19.542,95.248,4.752,9.06,1.000,bicubic -ecaresnetlight.miil_in1k,224,80.456,19.544,95.248,4.752,30.16,0.875,bicubic -edgenext_small_rw.sw_in1k,320,80.452,19.548,95.206,4.794,7.83,1.000,bicubic -inception_resnet_v2.tf_in1k,299,80.446,19.554,95.306,4.694,55.84,0.897,bicubic -repvit_m1_0.dist_450e_in1k,224,80.446,19.554,94.920,5.080,7.30,0.950,bicubic -resnext50_32x4d.a2_in1k,224,80.444,19.556,94.630,5.370,25.03,0.950,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,80.438,19.562,95.376,4.624,11.07,0.950,bicubic -wide_resnet50_2.tv2_in1k,176,80.436,19.564,95.082,4.918,68.88,0.875,bilinear -convnext_pico.d1_in1k,288,80.430,19.570,95.060,4.940,9.05,0.950,bicubic -resnetv2_50.a1h_in1k,224,80.406,19.594,95.084,4.916,25.55,0.950,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,80.404,19.596,95.148,4.852,7.79,0.900,bicubic -mobilevitv2_150.cvnets_in1k,256,80.404,19.596,95.042,4.958,10.59,0.888,bicubic +resnet50.b2k_in1k,288,80.466,19.534,95.306,4.694,25.56,1.0,bicubic +xcit_tiny_24_p16_224.fb_dist_in1k,224,80.462,19.538,95.202,4.798,12.12,1.0,bicubic +convnext_pico_ols.d1_in1k,288,80.458,19.542,95.248,4.752,9.06,1.0,bicubic +ecaresnetlight.miil_in1k,224,80.454,19.546,95.248,4.752,30.16,0.875,bicubic +edgenext_small_rw.sw_in1k,320,80.452,19.548,95.206,4.794,7.83,1.0,bicubic +resnext50_32x4d.a2_in1k,224,80.444,19.556,94.63,5.37,25.03,0.95,bicubic +wide_resnet50_2.tv2_in1k,176,80.442,19.558,95.076,4.924,68.88,0.875,bilinear +inception_resnet_v2.tf_in1k,299,80.434,19.566,95.312,4.688,55.84,0.8975,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,224,80.432,19.568,95.378,4.622,11.07,0.95,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,448,80.43,19.57,95.282,4.718,21.82,1.0,bicubic +repvit_m1_0.dist_450e_in1k,224,80.43,19.57,94.922,5.078,7.3,0.95,bicubic +convnext_pico.d1_in1k,288,80.426,19.574,95.062,4.938,9.05,0.95,bicubic +resnetv2_50.a1h_in1k,224,80.41,19.59,95.082,4.918,25.55,0.95,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,240,80.404,19.596,95.152,4.848,7.79,0.9,bicubic +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,80.386,19.614,95.694,4.306,25.55,1.0,bilinear regnety_120.pycls_in1k,224,80.382,19.618,95.104,4.896,51.82,0.875,bicubic -resnet50.a1_in1k,224,80.382,19.618,94.598,5.402,25.56,0.950,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,80.378,19.622,95.698,4.302,25.55,1.000,bilinear -ese_vovnet39b.ra_in1k,288,80.378,19.622,95.360,4.640,24.57,0.950,bicubic -seresnet33ts.ra2_in1k,256,80.372,19.628,95.106,4.894,19.78,0.900,bicubic -fastvit_t12.apple_dist_in1k,256,80.364,19.636,95.042,4.958,7.55,0.900,bicubic -cs3darknet_l.c2ns_in1k,256,80.354,19.646,95.304,4.696,21.16,0.887,bicubic +resnet50.a1_in1k,224,80.382,19.618,94.598,5.402,25.56,0.95,bicubic +mobilevitv2_150.cvnets_in1k,256,80.38,19.62,95.05,4.95,10.59,0.888,bicubic +seresnet33ts.ra2_in1k,256,80.38,19.62,95.106,4.894,19.78,0.9,bicubic +ese_vovnet39b.ra_in1k,288,80.378,19.622,95.36,4.64,24.57,0.95,bicubic +fastvit_t12.apple_dist_in1k,256,80.364,19.636,95.04,4.96,7.55,0.9,bicubic +cs3darknet_l.c2ns_in1k,256,80.35,19.65,95.304,4.696,21.16,0.887,bicubic resnext101_32x4d.gluon_in1k,224,80.336,19.664,94.908,5.092,44.18,0.875,bicubic +efficientvit_b1.r288_in1k,288,80.322,19.678,94.98,5.02,9.1,1.0,bicubic +rexnet_150.nav_in1k,224,80.322,19.678,95.164,4.836,9.73,0.875,bicubic resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,80.316,19.684,95.386,4.614,25.03,0.875,bilinear -rexnet_150.nav_in1k,224,80.310,19.690,95.168,4.832,9.73,0.875,bicubic -efficientvit_b1.r288_in1k,288,80.310,19.690,94.976,5.024,9.10,1.000,bicubic convnextv2_pico.fcmae_ft_in1k,224,80.304,19.696,95.082,4.918,9.07,0.875,bicubic -poolformer_s24.sail_in1k,224,80.300,19.700,95.060,4.940,21.39,0.900,bicubic -tf_efficientnet_b2.ap_in1k,260,80.296,19.704,95.032,4.968,9.11,0.890,bicubic -efficientnet_el_pruned.in1k,300,80.294,19.706,95.218,4.782,10.59,0.904,bicubic -resnet101s.gluon_in1k,224,80.286,19.714,95.150,4.850,44.67,0.875,bicubic +tf_efficientnet_b2.ap_in1k,260,80.3,19.7,95.032,4.968,9.11,0.89,bicubic +poolformer_s24.sail_in1k,224,80.294,19.706,95.06,4.94,21.39,0.9,bicubic +efficientnet_el_pruned.in1k,300,80.284,19.716,95.218,4.782,10.59,0.904,bicubic regnety_160.pycls_in1k,224,80.284,19.716,94.982,5.018,83.59,0.875,bicubic +res2net50d.in1k,224,80.28,19.72,95.028,4.972,25.72,0.875,bilinear +resnet101s.gluon_in1k,224,80.278,19.722,95.16,4.84,44.67,0.875,bicubic legacy_seresnext101_32x4d.in1k,224,80.274,19.726,95.032,4.968,48.96,0.875,bilinear -res2net50d.in1k,224,80.270,19.730,95.020,4.980,25.72,0.875,bilinear -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,80.268,19.732,95.360,4.640,13.42,0.950,bicubic -resnet50d.a2_in1k,224,80.268,19.732,94.642,5.358,25.58,0.950,bicubic -regnetx_320.pycls_in1k,224,80.262,19.738,95.012,4.988,107.81,0.875,bicubic -seresnet50.ra2_in1k,224,80.260,19.740,95.068,4.932,28.09,0.875,bicubic -cs3darknet_focus_l.c2ns_in1k,256,80.252,19.748,95.298,4.702,21.15,0.887,bicubic -resnetblur50.bt_in1k,288,80.248,19.752,95.200,4.800,25.56,0.950,bicubic -repvgg_b3g4.rvgg_in1k,224,80.248,19.752,95.102,4.898,83.83,0.875,bilinear -tf_efficientnet_el.in1k,300,80.242,19.758,95.118,4.882,10.59,0.904,bicubic -vit_base_patch16_224.sam_in1k,224,80.242,19.758,94.768,5.232,86.57,0.900,bicubic -tf_efficientnetv2_b2.in1k,260,80.226,19.774,95.010,4.990,10.10,0.890,bicubic -nf_resnet50.ra2_in1k,256,80.224,19.776,95.104,4.896,25.56,0.940,bicubic -resnet152.tv2_in1k,176,80.212,19.788,94.654,5.346,60.19,0.875,bilinear -dpn107.mx_in1k,224,80.168,19.832,94.936,5.064,86.92,0.875,bicubic -skresnext50_32x4d.ra_in1k,224,80.166,19.834,94.644,5.356,27.48,0.875,bicubic -convmixer_768_32.in1k,224,80.158,19.842,95.070,4.930,21.11,0.960,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,80.152,19.848,95.298,4.702,9.72,1.000,bicubic -repvit_m1_0.dist_300e_in1k,224,80.152,19.848,94.770,5.230,7.30,0.950,bicubic +resnet50d.a2_in1k,224,80.268,19.732,94.642,5.358,25.58,0.95,bicubic +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,80.262,19.738,95.36,4.64,13.42,0.95,bicubic +seresnet50.ra2_in1k,224,80.26,19.74,95.068,4.932,28.09,0.875,bicubic +regnetx_320.pycls_in1k,224,80.258,19.742,95.016,4.984,107.81,0.875,bicubic +cs3darknet_focus_l.c2ns_in1k,256,80.254,19.746,95.294,4.706,21.15,0.887,bicubic +resnetblur50.bt_in1k,288,80.248,19.752,95.2,4.8,25.56,0.95,bicubic +vit_base_patch16_224.sam_in1k,224,80.246,19.754,94.764,5.236,86.57,0.9,bicubic +tf_efficientnet_el.in1k,300,80.246,19.754,95.122,4.878,10.59,0.904,bicubic +nf_resnet50.ra2_in1k,256,80.236,19.764,95.104,4.896,25.56,0.94,bicubic +tf_efficientnetv2_b2.in1k,260,80.226,19.774,95.01,4.99,10.1,0.89,bicubic +repvgg_b3g4.rvgg_in1k,224,80.224,19.776,95.1,4.9,83.83,0.875,bilinear +resnet152.tv2_in1k,176,80.222,19.778,94.65,5.35,60.19,0.875,bilinear +skresnext50_32x4d.ra_in1k,224,80.168,19.832,94.644,5.356,27.48,0.875,bicubic +dpn107.mx_in1k,224,80.166,19.834,94.932,5.068,86.92,0.875,bicubic +convmixer_768_32.in1k,224,80.158,19.842,95.07,4.93,21.11,0.96,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,80.152,19.848,95.298,4.702,9.72,1.0,bicubic +repvit_m1_0.dist_300e_in1k,224,80.152,19.848,94.77,5.23,7.3,0.95,bicubic inception_v4.tf_in1k,299,80.144,19.856,94.982,5.018,42.68,0.875,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,80.130,19.870,94.998,5.002,8.46,0.900,bicubic -mobilenet_edgetpu_v2_m,224,80.118,19.882,94.994,5.006,8.46,0.900,bicubic -cspdarknet53.ra_in1k,256,80.106,19.894,95.068,4.932,27.64,0.887,bilinear -seresnet50.a2_in1k,224,80.102,19.898,94.720,5.280,28.09,0.950,bicubic -eca_resnet33ts.ra2_in1k,256,80.092,19.908,94.980,5.020,19.68,0.900,bicubic -tf_efficientnet_b2.aa_in1k,260,80.082,19.918,94.912,5.088,9.11,0.890,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,80.078,19.922,95.130,4.870,15.25,0.950,bicubic -gcresnet33ts.ra2_in1k,256,80.078,19.922,94.986,5.014,19.88,0.900,bicubic -resnet50_gn.a1h_in1k,224,80.066,19.934,94.954,5.046,25.56,0.940,bicubic -dpn92.mx_in1k,224,80.028,19.972,94.878,5.122,37.67,0.875,bicubic -seresnet50.a1_in1k,224,80.012,19.988,94.706,5.294,28.09,0.950,bicubic -darknet53.c2ns_in1k,256,80.002,19.998,95.042,4.958,41.61,0.887,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,79.992,20.008,94.956,5.044,55.84,0.897,bicubic -resnet50.ram_in1k,288,79.974,20.026,95.040,4.960,25.56,0.950,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,79.922,20.078,95.186,4.814,9.72,0.950,bicubic -fastvit_s12.apple_in1k,256,79.920,20.080,94.792,5.208,9.47,0.900,bicubic -seresnext50_32x4d.gluon_in1k,224,79.918,20.082,94.816,5.184,27.56,0.875,bicubic -resnetrs50.tf_in1k,224,79.916,20.084,94.974,5.026,35.69,0.910,bicubic -xception71.tf_in1k,299,79.908,20.092,94.910,5.090,42.34,0.903,bicubic -efficientnet_b2_pruned.in1k,260,79.908,20.092,94.840,5.160,8.31,0.890,bicubic -resnet152c.gluon_in1k,224,79.906,20.094,94.850,5.150,60.21,0.875,bicubic -resnet101.tv2_in1k,176,79.906,20.094,94.604,5.396,44.55,0.875,bilinear -hgnetv2_b1.ssld_stage2_ft_in1k,288,79.904,20.096,95.148,4.852,6.34,1.000,bicubic -resnet50.d_in1k,224,79.904,20.096,94.666,5.334,25.56,0.950,bicubic -ecaresnet26t.ra2_in1k,320,79.900,20.100,95.070,4.930,16.01,0.950,bicubic -hgnet_tiny.paddle_in1k,224,79.888,20.112,95.048,4.952,14.74,0.965,bicubic -regnety_080.pycls_in1k,224,79.882,20.118,94.836,5.164,39.18,0.875,bicubic -regnetz_b16.ra3_in1k,224,79.874,20.126,94.978,5.022,9.72,0.940,bicubic -resnet50.c2_in1k,224,79.868,20.132,94.866,5.134,25.56,0.950,bicubic -deit_small_patch16_224.fb_in1k,224,79.862,20.138,95.056,4.944,22.05,0.900,bicubic -resnet50.ra_in1k,288,79.860,20.140,94.970,5.030,25.56,0.950,bicubic -levit_conv_192.fb_dist_in1k,224,79.860,20.140,94.802,5.198,10.95,0.900,bicubic -regnetx_160.pycls_in1k,224,79.858,20.142,94.824,5.176,54.28,0.875,bicubic -levit_192.fb_dist_in1k,224,79.850,20.150,94.804,5.196,10.95,0.900,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,79.838,20.162,95.194,4.806,9.72,1.000,bicubic -dpn131.mx_in1k,224,79.834,20.166,94.708,5.292,79.25,0.875,bicubic -tf_efficientnet_lite3.in1k,300,79.832,20.168,94.870,5.130,8.20,0.904,bilinear -resnet50.a2_in1k,224,79.828,20.172,94.560,5.440,25.56,0.950,bicubic -resnet101.a3_in1k,224,79.820,20.180,94.614,5.386,44.55,0.950,bicubic -resnext50_32x4d.ra_in1k,224,79.800,20.200,94.608,5.392,25.03,0.875,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,80.116,19.884,94.994,5.006,8.46,0.9,bicubic +seresnet50.a2_in1k,224,80.102,19.898,94.72,5.28,28.09,0.95,bicubic +eca_resnet33ts.ra2_in1k,256,80.084,19.916,94.98,5.02,19.68,0.9,bicubic +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,80.082,19.918,95.138,4.862,15.25,0.95,bicubic +cspdarknet53.ra_in1k,256,80.078,19.922,95.06,4.94,27.64,0.887,bilinear +tf_efficientnet_b2.aa_in1k,260,80.074,19.926,94.906,5.094,9.11,0.89,bicubic +resnet50_gn.a1h_in1k,224,80.074,19.926,94.958,5.042,25.56,0.94,bicubic +gcresnet33ts.ra2_in1k,256,80.072,19.928,94.986,5.014,19.88,0.9,bicubic +dpn92.mx_in1k,224,80.032,19.968,94.876,5.124,37.67,0.875,bicubic +seresnet50.a1_in1k,224,80.012,19.988,94.704,5.296,28.09,0.95,bicubic +darknet53.c2ns_in1k,256,80.008,19.992,95.046,4.954,41.61,0.887,bicubic +inception_resnet_v2.tf_ens_adv_in1k,299,79.998,20.002,94.94,5.06,55.84,0.8975,bicubic +mambaout_kobe.in1k,224,79.986,20.014,94.982,5.018,9.14,1.0,bicubic +resnet50.ram_in1k,288,79.982,20.018,95.038,4.962,25.56,0.95,bicubic +resnetrs50.tf_in1k,224,79.934,20.066,94.972,5.028,35.69,0.91,bicubic +xception71.tf_in1k,299,79.92,20.08,94.908,5.092,42.34,0.903,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,288,79.916,20.084,95.164,4.836,6.34,1.0,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,256,79.916,20.084,95.188,4.812,9.72,0.95,bicubic +seresnext50_32x4d.gluon_in1k,224,79.916,20.084,94.816,5.184,27.56,0.875,bicubic +mambaout_femto.in1k,288,79.912,20.088,95.134,4.866,7.3,1.0,bicubic +resnet101.tv2_in1k,176,79.908,20.092,94.606,5.394,44.55,0.875,bilinear +resnet152c.gluon_in1k,224,79.904,20.096,94.854,5.146,60.21,0.875,bicubic +resnet50.d_in1k,224,79.904,20.096,94.666,5.334,25.56,0.95,bicubic +efficientnet_b2_pruned.in1k,260,79.904,20.096,94.838,5.162,8.31,0.89,bicubic +ecaresnet26t.ra2_in1k,320,79.9,20.1,95.07,4.93,16.01,0.95,bicubic +hgnet_tiny.paddle_in1k,224,79.892,20.108,95.054,4.946,14.74,0.965,bicubic +fastvit_s12.apple_in1k,256,79.882,20.118,94.798,5.202,9.47,0.9,bicubic +regnety_080.pycls_in1k,224,79.874,20.126,94.834,5.166,39.18,0.875,bicubic +resnet50.c2_in1k,224,79.868,20.132,94.862,5.138,25.56,0.95,bicubic +regnetz_b16.ra3_in1k,224,79.864,20.136,94.982,5.018,9.72,0.94,bicubic +resnet50.ra_in1k,288,79.864,20.136,94.97,5.03,25.56,0.95,bicubic +levit_conv_192.fb_dist_in1k,224,79.86,20.14,94.802,5.198,10.95,0.9,bicubic +levit_192.fb_dist_in1k,224,79.858,20.142,94.808,5.192,10.95,0.9,bicubic +deit_small_patch16_224.fb_in1k,224,79.856,20.144,95.056,4.944,22.05,0.9,bicubic +regnetx_160.pycls_in1k,224,79.844,20.156,94.852,5.148,54.28,0.875,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,256,79.836,20.164,95.192,4.808,9.72,1.0,bicubic +resnet101.a3_in1k,224,79.836,20.164,94.608,5.392,44.55,0.95,bicubic +dpn131.mx_in1k,224,79.836,20.164,94.708,5.292,79.25,0.875,bicubic +resnet50.a2_in1k,224,79.828,20.172,94.56,5.44,25.56,0.95,bicubic +tf_efficientnet_lite3.in1k,300,79.808,20.192,94.908,5.092,8.2,0.904,bilinear +resnext50_32x4d.ra_in1k,224,79.8,20.2,94.608,5.392,25.03,0.875,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,384,79.792,20.208,94.902,5.098,21.82,1.0,bicubic resmlp_36_224.fb_in1k,224,79.772,20.228,94.888,5.112,44.69,0.875,bicubic -resnet50.c1_in1k,224,79.766,20.234,94.958,5.042,25.56,0.950,bicubic -gcvit_xxtiny.in1k,224,79.750,20.250,95.060,4.940,12.00,0.875,bicubic -darknetaa53.c2ns_in1k,256,79.746,20.254,94.902,5.098,36.02,0.887,bilinear -efficientvit_b1.r256_in1k,256,79.744,20.256,94.778,5.222,9.10,1.000,bicubic -cait_xxs36_224.fb_dist_in1k,224,79.738,20.262,94.862,5.138,17.30,1.000,bicubic -regnety_064.pycls_in1k,224,79.728,20.272,94.764,5.236,30.58,0.875,bicubic -ecaresnet50d_pruned.miil_in1k,224,79.722,20.278,94.872,5.128,19.94,0.875,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,79.712,20.288,95.054,4.946,6.71,1.000,bicubic -resnet152.gluon_in1k,224,79.712,20.288,94.720,5.280,60.19,0.875,bicubic -resnet33ts.ra2_in1k,288,79.708,20.292,94.814,5.186,19.68,1.000,bicubic -efficientformerv2_s1.snap_dist_in1k,224,79.684,20.316,94.690,5.310,6.19,0.950,bicubic -mobilevitv2_125.cvnets_in1k,256,79.678,20.322,94.844,5.156,7.48,0.888,bicubic +resnet50.c1_in1k,224,79.766,20.234,94.954,5.046,25.56,0.95,bicubic +gcvit_xxtiny.in1k,224,79.756,20.244,95.058,4.942,12.0,0.875,bicubic +darknetaa53.c2ns_in1k,256,79.754,20.246,94.904,5.096,36.02,0.887,bilinear +cait_xxs36_224.fb_dist_in1k,224,79.75,20.25,94.866,5.134,17.3,1.0,bicubic +efficientvit_b1.r256_in1k,256,79.734,20.266,94.786,5.214,9.1,1.0,bicubic +regnety_064.pycls_in1k,224,79.734,20.266,94.768,5.232,30.58,0.875,bicubic +ecaresnet50d_pruned.miil_in1k,224,79.714,20.286,94.862,5.138,19.94,0.875,bicubic +resnet152.gluon_in1k,224,79.712,20.288,94.72,5.28,60.19,0.875,bicubic +resnet33ts.ra2_in1k,288,79.71,20.29,94.818,5.182,19.68,1.0,bicubic +xcit_tiny_12_p8_224.fb_in1k,224,79.71,20.29,95.058,4.942,6.71,1.0,bicubic +efficientformerv2_s1.snap_dist_in1k,224,79.684,20.316,94.712,5.288,6.19,0.95,bicubic +fbnetv3_d.ra2_in1k,256,79.682,20.318,94.952,5.048,10.31,0.95,bilinear +mobilevitv2_125.cvnets_in1k,256,79.682,20.318,94.844,5.156,7.48,0.888,bicubic resnext50d_32x4d.bt_in1k,224,79.672,20.328,94.878,5.122,25.05,0.875,bicubic -fbnetv3_d.ra2_in1k,256,79.664,20.336,94.956,5.044,10.31,0.950,bilinear -dpn98.mx_in1k,224,79.656,20.344,94.642,5.358,61.57,0.875,bicubic -resnet50.bt_in1k,288,79.652,20.348,94.908,5.092,25.56,0.950,bicubic -gmlp_s16_224.ra3_in1k,224,79.644,20.356,94.628,5.372,19.42,0.875,bicubic -tf_efficientnet_b2.in1k,260,79.614,20.386,94.724,5.276,9.11,0.890,bicubic +dpn98.mx_in1k,224,79.664,20.336,94.644,5.356,61.57,0.875,bicubic +resnet50.bt_in1k,288,79.652,20.348,94.908,5.092,25.56,0.95,bicubic +gmlp_s16_224.ra3_in1k,224,79.652,20.348,94.624,5.376,19.42,0.875,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,288,79.614,20.386,94.76,5.24,21.82,1.0,bicubic +tf_efficientnet_b2.in1k,260,79.612,20.388,94.714,5.286,9.11,0.89,bicubic regnetx_120.pycls_in1k,224,79.608,20.392,94.734,5.266,46.11,0.875,bicubic -edgenext_small_rw.sw_in1k,256,79.590,20.410,94.518,5.482,7.83,0.900,bicubic -cspresnet50.ra_in1k,256,79.588,20.412,94.690,5.310,21.62,0.887,bilinear -resnet50.b1k_in1k,224,79.564,20.436,94.622,5.378,25.56,0.950,bicubic -xception65.tf_in1k,299,79.554,20.446,94.660,5.340,39.92,0.903,bicubic -ecaresnet50t.a3_in1k,224,79.548,20.452,94.710,5.290,25.57,0.950,bicubic -convnext_pico_ols.d1_in1k,224,79.542,20.458,94.706,5.294,9.06,0.950,bicubic +edgenext_small_rw.sw_in1k,256,79.596,20.404,94.518,5.482,7.83,0.9,bicubic +cspresnet50.ra_in1k,256,79.578,20.422,94.698,5.302,21.62,0.887,bilinear +resnet50.b1k_in1k,224,79.564,20.436,94.622,5.378,25.56,0.95,bicubic +xception65.tf_in1k,299,79.558,20.442,94.656,5.344,39.92,0.903,bicubic +ecaresnet50t.a3_in1k,224,79.548,20.452,94.71,5.29,25.57,0.95,bicubic resnet101c.gluon_in1k,224,79.542,20.458,94.588,5.412,44.57,0.875,bicubic -tf_efficientnetv2_b1.in1k,240,79.518,20.482,94.710,5.290,8.14,0.882,bicubic -eca_halonext26ts.c1_in1k,256,79.518,20.482,94.582,5.418,10.76,0.940,bicubic +convnext_pico_ols.d1_in1k,224,79.542,20.458,94.706,5.294,9.06,0.95,bicubic +eca_halonext26ts.c1_in1k,256,79.518,20.482,94.582,5.418,10.76,0.94,bicubic +tf_efficientnetv2_b1.in1k,240,79.518,20.482,94.71,5.29,8.14,0.882,bicubic convnext_pico.d1_in1k,224,79.516,20.484,94.554,5.446,9.05,0.875,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,79.496,20.504,94.114,5.886,119.42,0.900,bicubic -rexnet_130.nav_in1k,224,79.490,20.510,94.684,5.316,7.56,0.875,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,79.458,20.542,94.882,5.118,12.12,1.000,bicubic -hrnet_w64.ms_in1k,224,79.458,20.542,94.648,5.352,128.06,0.875,bilinear -regnetx_016.tv2_in1k,224,79.452,20.548,94.772,5.228,9.19,0.965,bicubic -mobileone_s4.apple_in1k,224,79.450,20.550,94.490,5.510,14.95,0.900,bilinear +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,79.508,20.492,94.11,5.89,119.42,0.9,bicubic +rexnet_130.nav_in1k,224,79.492,20.508,94.68,5.32,7.56,0.875,bicubic +xcit_tiny_24_p16_224.fb_in1k,224,79.474,20.526,94.878,5.122,12.12,1.0,bicubic +hrnet_w64.ms_in1k,224,79.458,20.542,94.646,5.354,128.06,0.875,bilinear dla102x2.in1k,224,79.448,20.552,94.654,5.346,41.28,0.875,bilinear -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,79.446,20.554,94.920,5.080,9.72,0.950,bicubic -resnet50.tv2_in1k,176,79.432,20.568,94.632,5.368,25.56,0.875,bilinear -repvgg_b2g4.rvgg_in1k,224,79.396,20.604,94.680,5.320,61.76,0.875,bilinear -resnet32ts.ra2_in1k,288,79.388,20.612,94.676,5.324,17.96,1.000,bicubic -resnet50.b2k_in1k,224,79.380,20.620,94.576,5.424,25.56,0.950,bicubic -resmlp_24_224.fb_in1k,224,79.380,20.620,94.550,5.450,30.02,0.875,bicubic -resnext50_32x4d.tv2_in1k,176,79.374,20.626,94.302,5.698,25.03,0.875,bilinear -efficientnet_b0.ra4_e3600_r224_in1k,256,79.370,20.630,94.752,5.248,5.29,1.000,bicubic -nf_regnet_b1.ra2_in1k,288,79.368,20.632,94.726,5.274,10.22,0.900,bicubic +mobileone_s4.apple_in1k,224,79.446,20.554,94.49,5.51,14.95,0.9,bilinear +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,79.446,20.554,94.92,5.08,9.72,0.95,bicubic +regnetx_016.tv2_in1k,224,79.44,20.56,94.768,5.232,9.19,0.965,bicubic +resnet50.tv2_in1k,176,79.434,20.566,94.64,5.36,25.56,0.875,bilinear +repvgg_b2g4.rvgg_in1k,224,79.396,20.604,94.68,5.32,61.76,0.875,bilinear +resnet50.b2k_in1k,224,79.388,20.612,94.58,5.42,25.56,0.95,bicubic +resnet32ts.ra2_in1k,288,79.388,20.612,94.676,5.324,17.96,1.0,bicubic +resnext50_32x4d.tv2_in1k,176,79.384,20.616,94.302,5.698,25.03,0.875,bilinear +resmlp_24_224.fb_in1k,224,79.38,20.62,94.55,5.45,30.02,0.875,bicubic +nf_regnet_b1.ra2_in1k,288,79.368,20.632,94.726,5.274,10.22,0.9,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,256,79.364,20.636,94.754,5.246,5.29,1.0,bicubic +shvit_s4.in1k,256,79.362,20.638,94.37,5.63,16.59,0.875,bicubic resnext50_32x4d.gluon_in1k,224,79.354,20.646,94.424,5.576,25.03,0.875,bicubic -dpn68b.ra_in1k,288,79.344,20.656,94.426,5.574,12.61,1.000,bicubic -efficientnet_b2.ra_in1k,256,79.340,20.660,94.576,5.424,9.11,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,288,79.332,20.668,94.602,5.398,5.23,0.950,bicubic -hrnet_w48.ms_in1k,224,79.324,20.676,94.534,5.466,77.47,0.875,bilinear -tf_efficientnet_cc_b1_8e.in1k,240,79.322,20.678,94.380,5.620,39.72,0.882,bicubic -ese_vovnet39b.ra_in1k,224,79.316,20.684,94.714,5.286,24.57,0.875,bicubic -resnext101_32x8d.tv_in1k,224,79.314,20.686,94.524,5.476,88.79,0.875,bilinear -resnetblur50.bt_in1k,224,79.306,20.694,94.632,5.368,25.56,0.875,bicubic +convnextv2_femto.fcmae_ft_in1k,288,79.342,20.658,94.59,5.41,5.23,0.95,bicubic +dpn68b.ra_in1k,288,79.342,20.658,94.43,5.57,12.61,1.0,bicubic +hrnet_w48.ms_in1k,224,79.328,20.672,94.516,5.484,77.47,0.875,bilinear +efficientnet_b2.ra_in1k,256,79.324,20.676,94.582,5.418,9.11,0.875,bicubic +tf_efficientnet_cc_b1_8e.in1k,240,79.318,20.682,94.384,5.616,39.72,0.882,bicubic +ese_vovnet39b.ra_in1k,224,79.312,20.688,94.722,5.278,24.57,0.875,bicubic +resnext101_32x8d.tv_in1k,224,79.308,20.692,94.53,5.47,88.79,0.875,bilinear resnet101.gluon_in1k,224,79.306,20.694,94.538,5.462,44.55,0.875,bicubic +resnetblur50.bt_in1k,224,79.306,20.694,94.632,5.368,25.56,0.875,bicubic tf_efficientnet_b1.ap_in1k,240,79.288,20.712,94.316,5.684,7.79,0.882,bicubic -fastvit_t12.apple_in1k,256,79.276,20.724,94.570,5.430,7.55,0.900,bicubic -eca_botnext26ts_256.c1_in1k,256,79.272,20.728,94.594,5.406,10.59,0.950,bicubic -efficientnet_em.ra2_in1k,240,79.264,20.736,94.796,5.204,6.90,0.882,bicubic -resnet50.a1h_in1k,176,79.260,20.740,94.498,5.502,25.56,0.900,bicubic -botnet26t_256.c1_in1k,256,79.256,20.744,94.530,5.470,12.49,0.950,bicubic +fastvit_t12.apple_in1k,256,79.276,20.724,94.57,5.43,7.55,0.9,bicubic +resnet50.a1h_in1k,176,79.264,20.736,94.498,5.502,25.56,0.9,bicubic +eca_botnext26ts_256.c1_in1k,256,79.262,20.738,94.6,5.4,10.59,0.95,bicubic +resnext50_32x4d.a3_in1k,224,79.258,20.742,94.308,5.692,25.03,0.95,bicubic +botnet26t_256.c1_in1k,256,79.256,20.744,94.528,5.472,12.49,0.95,bicubic +efficientnet_em.ra2_in1k,240,79.256,20.744,94.794,5.206,6.9,0.882,bicubic +efficientvit_b1.r224_in1k,224,79.254,20.746,94.3,5.7,9.1,0.95,bicubic resnet50.fb_ssl_yfcc100m_ft_in1k,224,79.252,20.748,94.826,5.174,25.56,0.875,bilinear -resnext50_32x4d.a3_in1k,224,79.252,20.748,94.290,5.710,25.03,0.950,bicubic -efficientvit_b1.r224_in1k,224,79.240,20.760,94.294,5.706,9.10,0.950,bicubic -regnety_040.pycls_in1k,224,79.236,20.764,94.664,5.336,20.65,0.875,bicubic -resnet33ts.ra2_in1k,256,79.216,20.784,94.576,5.424,19.68,0.900,bicubic -regnetx_080.pycls_in1k,224,79.216,20.784,94.548,5.452,39.57,0.875,bicubic -tf_efficientnetv2_b2.in1k,208,79.206,20.794,94.602,5.398,10.10,0.890,bicubic -tiny_vit_5m_224.in1k,224,79.196,20.804,94.802,5.198,5.39,0.950,bicubic -res2net101_26w_4s.in1k,224,79.186,20.814,94.464,5.536,45.21,0.875,bilinear -pit_xs_distilled_224.in1k,224,79.168,20.832,94.368,5.632,11.00,0.900,bicubic -fbnetv3_b.ra2_in1k,256,79.154,20.846,94.732,5.268,8.60,0.950,bilinear -vit_base_patch16_224.augreg_in1k,224,79.142,20.858,94.090,5.910,86.57,0.900,bicubic -halonet26t.a1h_in1k,256,79.134,20.866,94.340,5.660,12.48,0.950,bicubic -lambda_resnet26t.c1_in1k,256,79.126,20.874,94.554,5.446,10.96,0.940,bicubic -coat_lite_mini.in1k,224,79.096,20.904,94.592,5.408,11.01,0.900,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,79.092,20.908,94.788,5.212,9.72,0.950,bicubic -legacy_seresnext50_32x4d.in1k,224,79.084,20.916,94.432,5.568,27.56,0.875,bilinear -resnet50d.gluon_in1k,224,79.080,20.920,94.458,5.542,25.58,0.875,bicubic -regnetx_064.pycls_in1k,224,79.060,20.940,94.470,5.530,26.21,0.875,bicubic -repvit_m0_9.dist_450e_in1k,224,79.058,20.942,94.388,5.612,5.49,0.950,bicubic -resnet32ts.ra2_in1k,256,79.054,20.946,94.368,5.632,17.96,0.900,bicubic -legacy_xception.tf_in1k,299,79.050,20.950,94.386,5.614,22.86,0.897,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,79.048,20.952,94.882,5.118,6.34,1.000,bicubic -resnet50.ram_in1k,224,79.032,20.968,94.386,5.614,25.56,0.875,bicubic +regnety_040.pycls_in1k,224,79.246,20.754,94.666,5.334,20.65,0.875,bicubic +resnet33ts.ra2_in1k,256,79.216,20.784,94.576,5.424,19.68,0.9,bicubic +regnetx_080.pycls_in1k,224,79.214,20.786,94.542,5.458,39.57,0.875,bicubic +tf_efficientnetv2_b2.in1k,208,79.208,20.792,94.602,5.398,10.1,0.89,bicubic +tiny_vit_5m_224.in1k,224,79.196,20.804,94.792,5.208,5.39,0.95,bicubic +res2net101_26w_4s.in1k,224,79.192,20.808,94.466,5.534,45.21,0.875,bilinear +pit_xs_distilled_224.in1k,224,79.172,20.828,94.35,5.65,11.0,0.9,bicubic +vit_base_patch16_224.augreg_in1k,224,79.154,20.846,94.108,5.892,86.57,0.9,bicubic +fbnetv3_b.ra2_in1k,256,79.154,20.846,94.732,5.268,8.6,0.95,bilinear +halonet26t.a1h_in1k,256,79.134,20.866,94.34,5.66,12.48,0.95,bicubic +lambda_resnet26t.c1_in1k,256,79.126,20.874,94.554,5.446,10.96,0.94,bicubic +coat_lite_mini.in1k,224,79.104,20.896,94.606,5.394,11.01,0.9,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,224,79.092,20.908,94.788,5.212,9.72,0.95,bicubic +resnet50d.gluon_in1k,224,79.08,20.92,94.458,5.542,25.58,0.875,bicubic +legacy_seresnext50_32x4d.in1k,224,79.08,20.92,94.428,5.572,27.56,0.875,bilinear +resnetv2_34.ra4_e3600_r224_in1k,288,79.07,20.93,94.56,5.44,21.8,1.0,bicubic +regnetx_064.pycls_in1k,224,79.062,20.938,94.468,5.532,26.21,0.875,bicubic +legacy_xception.tf_in1k,299,79.058,20.942,94.396,5.604,22.86,0.8975,bicubic +repvit_m0_9.dist_450e_in1k,224,79.058,20.942,94.388,5.612,5.49,0.95,bicubic +resnet32ts.ra2_in1k,256,79.054,20.946,94.368,5.632,17.96,0.9,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,288,79.05,20.95,94.89,5.11,6.34,1.0,bicubic +resnet50.ram_in1k,224,79.034,20.966,94.386,5.614,25.56,0.875,bicubic resnet50.am_in1k,224,79.004,20.996,94.392,5.608,25.56,0.875,bicubic -mixnet_l.ft_in1k,224,78.970,21.030,94.180,5.820,7.33,0.875,bicubic -lambda_resnet26rpt_256.c1_in1k,256,78.954,21.046,94.422,5.578,10.99,0.940,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,78.950,21.050,94.708,5.292,28.59,1.000,bicubic -res2net50_26w_8s.in1k,224,78.948,21.052,94.280,5.720,48.40,0.875,bilinear -hrnet_w40.ms_in1k,224,78.924,21.076,94.478,5.522,57.56,0.875,bilinear -convnext_femto_ols.d1_in1k,288,78.914,21.086,94.548,5.452,5.23,0.950,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,78.896,21.104,94.484,5.516,6.34,0.965,bicubic -regnety_032.pycls_in1k,224,78.896,21.104,94.428,5.572,19.44,0.875,bicubic -resnet152.a3_in1k,160,78.896,21.104,94.124,5.876,60.19,0.950,bicubic -ecaresnet26t.ra2_in1k,256,78.886,21.114,94.544,5.456,16.01,0.875,bicubic -hrnet_w44.ms_in1k,224,78.882,21.118,94.374,5.626,67.06,0.875,bilinear -wide_resnet101_2.tv_in1k,224,78.848,21.152,94.312,5.688,126.89,0.875,bilinear -vit_small_patch16_224.augreg_in1k,224,78.842,21.158,94.278,5.722,22.05,0.900,bicubic -tf_efficientnet_b1.aa_in1k,240,78.840,21.160,94.200,5.800,7.79,0.882,bicubic -seresnext26d_32x4d.bt_in1k,288,78.826,21.174,94.258,5.742,16.81,0.950,bicubic -resnet50.ra_in1k,224,78.814,21.186,94.320,5.680,25.56,0.875,bicubic -inception_v3.gluon_in1k,299,78.804,21.196,94.374,5.626,23.83,0.875,bicubic -efficientnet_b1.ft_in1k,256,78.798,21.202,94.342,5.658,7.79,1.000,bicubic -repvgg_b2.rvgg_in1k,224,78.794,21.206,94.414,5.586,89.02,0.875,bilinear -repghostnet_200.in1k,224,78.790,21.210,94.336,5.664,9.80,0.875,bicubic -tf_mixnet_l.in1k,224,78.776,21.224,93.998,6.002,7.33,0.875,bicubic -vit_base_patch32_384.augreg_in1k,384,78.754,21.246,94.236,5.764,88.30,1.000,bicubic -resnet50d.a3_in1k,224,78.742,21.258,94.236,5.764,25.58,0.950,bicubic -seresnext26t_32x4d.bt_in1k,288,78.738,21.262,94.316,5.684,16.81,0.950,bicubic -nf_regnet_b1.ra2_in1k,256,78.722,21.278,94.386,5.614,10.22,0.900,bicubic -convnext_femto.d1_in1k,288,78.710,21.290,94.442,5.558,5.22,0.950,bicubic -resnet50s.gluon_in1k,224,78.710,21.290,94.248,5.752,25.68,0.875,bicubic -dla169.in1k,224,78.706,21.294,94.338,5.662,53.39,0.875,bilinear -pvt_v2_b1.in1k,224,78.702,21.298,94.492,5.508,14.01,0.900,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,78.684,21.316,94.370,5.630,5.29,0.875,bicubic -legacy_seresnet152.in1k,224,78.660,21.340,94.372,5.628,66.82,0.875,bilinear -fbnetv3_d.ra2_in1k,224,78.656,21.344,94.454,5.546,10.31,0.950,bilinear -regnety_008_tv.tv2_in1k,224,78.656,21.344,94.382,5.618,6.43,0.965,bicubic -repvit_m0_9.dist_300e_in1k,224,78.654,21.346,94.114,5.886,5.49,0.950,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,78.598,21.402,94.380,5.620,6.00,1.000,bicubic -res2net50_26w_6s.in1k,224,78.584,21.416,94.106,5.894,37.05,0.875,bilinear -xcit_tiny_12_p16_224.fb_dist_in1k,224,78.578,21.422,94.210,5.790,6.72,1.000,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,78.572,21.428,94.338,5.662,5.29,0.900,bicubic -tf_efficientnet_b1.in1k,240,78.558,21.442,94.102,5.898,7.79,0.882,bicubic -dpn68b.ra_in1k,224,78.544,21.456,93.978,6.022,12.61,0.950,bicubic -repvit_m1.dist_in1k,224,78.542,21.458,94.082,5.918,5.49,0.950,bicubic -xception41.tf_in1k,299,78.524,21.476,94.298,5.702,26.97,0.903,bicubic -dla102x.in1k,224,78.500,21.500,94.228,5.772,26.31,0.875,bilinear -regnetx_040.pycls_in1k,224,78.494,21.506,94.242,5.758,22.12,0.875,bicubic +resnet34.ra4_e3600_r224_in1k,288,78.972,21.028,94.454,5.546,21.8,1.0,bicubic +mixnet_l.ft_in1k,224,78.97,21.03,94.18,5.82,7.33,0.875,bicubic +lambda_resnet26rpt_256.c1_in1k,256,78.96,21.04,94.42,5.58,10.99,0.94,bicubic +res2net50_26w_8s.in1k,224,78.95,21.05,94.28,5.72,48.4,0.875,bilinear +convnext_tiny.fb_in22k_ft_in1k,288,78.95,21.05,94.708,5.292,28.59,1.0,bicubic +hrnet_w40.ms_in1k,224,78.928,21.072,94.48,5.52,57.56,0.875,bilinear +convnext_femto_ols.d1_in1k,288,78.916,21.084,94.534,5.466,5.23,0.95,bicubic +regnety_032.pycls_in1k,224,78.902,21.098,94.426,5.574,19.44,0.875,bicubic +resnet152.a3_in1k,160,78.896,21.104,94.14,5.86,60.19,0.95,bicubic +ecaresnet26t.ra2_in1k,256,78.894,21.106,94.548,5.452,16.01,0.875,bicubic +hrnet_w44.ms_in1k,224,78.89,21.11,94.376,5.624,67.06,0.875,bilinear +hgnetv2_b1.ssld_stage2_ft_in1k,224,78.884,21.116,94.484,5.516,6.34,0.965,bicubic +mambaout_femto.in1k,224,78.88,21.12,94.408,5.592,7.3,1.0,bicubic +wide_resnet101_2.tv_in1k,224,78.862,21.138,94.312,5.688,126.89,0.875,bilinear +vit_small_patch16_224.augreg_in1k,224,78.842,21.158,94.28,5.72,22.05,0.9,bicubic +tf_efficientnet_b1.aa_in1k,240,78.84,21.16,94.202,5.798,7.79,0.882,bicubic +starnet_s4.in1k,224,78.824,21.176,94.296,5.704,7.48,0.875,bicubic +resnet50.ra_in1k,224,78.82,21.18,94.314,5.686,25.56,0.875,bicubic +seresnext26d_32x4d.bt_in1k,288,78.816,21.184,94.266,5.734,16.81,0.95,bicubic +inception_v3.gluon_in1k,299,78.806,21.194,94.372,5.628,23.83,0.875,bicubic +efficientnet_b1.ft_in1k,256,78.806,21.194,94.346,5.654,7.79,1.0,bicubic +repghostnet_200.in1k,224,78.802,21.198,94.332,5.668,9.8,0.875,bicubic +repvgg_b2.rvgg_in1k,224,78.788,21.212,94.414,5.586,89.02,0.875,bilinear +tf_mixnet_l.in1k,224,78.774,21.226,94.0,6.0,7.33,0.875,bicubic +vit_base_patch32_384.augreg_in1k,384,78.75,21.25,94.238,5.762,88.3,1.0,bicubic +resnet50d.a3_in1k,224,78.742,21.258,94.236,5.764,25.58,0.95,bicubic +fasternet_t2.in1k,224,78.738,21.262,94.332,5.668,14.98,1.0,bicubic +seresnext26t_32x4d.bt_in1k,288,78.736,21.264,94.318,5.682,16.81,0.95,bicubic +convnext_femto.d1_in1k,288,78.712,21.288,94.436,5.564,5.22,0.95,bicubic +nf_regnet_b1.ra2_in1k,256,78.71,21.29,94.38,5.62,10.22,0.9,bicubic +resnet50s.gluon_in1k,224,78.71,21.29,94.248,5.752,25.68,0.875,bicubic +dla169.in1k,224,78.702,21.298,94.334,5.666,53.39,0.875,bilinear +pvt_v2_b1.in1k,224,78.698,21.302,94.49,5.51,14.01,0.9,bicubic +tf_efficientnet_b0.ns_jft_in1k,224,78.68,21.32,94.372,5.628,5.29,0.875,bicubic +regnety_008_tv.tv2_in1k,224,78.672,21.328,94.38,5.62,6.43,0.965,bicubic +legacy_seresnet152.in1k,224,78.662,21.338,94.37,5.63,66.82,0.875,bilinear +fbnetv3_d.ra2_in1k,224,78.658,21.342,94.454,5.546,10.31,0.95,bilinear +repvit_m0_9.dist_300e_in1k,224,78.652,21.348,94.114,5.886,5.49,0.95,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,288,78.59,21.41,94.388,5.612,6.0,1.0,bicubic +res2net50_26w_6s.in1k,224,78.586,21.414,94.12,5.88,37.05,0.875,bilinear +xcit_tiny_12_p16_224.fb_dist_in1k,224,78.572,21.428,94.21,5.79,6.72,1.0,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,224,78.568,21.432,94.34,5.66,5.29,0.9,bicubic +xception41.tf_in1k,299,78.55,21.45,94.282,5.718,26.97,0.903,bicubic +dpn68b.ra_in1k,224,78.546,21.454,93.982,6.018,12.61,0.95,bicubic +tf_efficientnet_b1.in1k,240,78.546,21.454,94.096,5.904,7.79,0.882,bicubic +repvit_m1.dist_in1k,224,78.542,21.458,94.082,5.918,5.49,0.95,bicubic +dla102x.in1k,224,78.516,21.484,94.226,5.774,26.31,0.875,bilinear +levit_conv_128.fb_dist_in1k,224,78.488,21.512,94.0,6.0,9.21,0.9,bicubic dla60_res2next.in1k,224,78.488,21.512,94.144,5.856,17.03,0.875,bilinear -levit_conv_128.fb_dist_in1k,224,78.488,21.512,94.000,6.000,9.21,0.900,bicubic -levit_128.fb_dist_in1k,224,78.486,21.514,93.998,6.002,9.21,0.900,bicubic -convnextv2_femto.fcmae_ft_in1k,224,78.484,21.516,93.994,6.006,5.23,0.875,bicubic -dla60_res2net.in1k,224,78.480,21.520,94.202,5.798,20.85,0.875,bilinear -wide_resnet50_2.tv_in1k,224,78.480,21.520,94.086,5.914,68.88,0.875,bilinear -resnest26d.gluon_in1k,224,78.476,21.524,94.300,5.700,17.07,0.875,bilinear -hrnet_w32.ms_in1k,224,78.456,21.544,94.186,5.814,41.23,0.875,bilinear -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,78.446,21.554,94.552,5.448,5.79,1.000,bicubic -coat_tiny.in1k,224,78.442,21.558,94.036,5.964,5.50,0.900,bicubic -resnet34d.ra2_in1k,288,78.440,21.560,94.348,5.652,21.82,0.950,bicubic -gcresnext26ts.ch_in1k,288,78.438,21.562,94.034,5.966,10.48,1.000,bicubic -resnet50.bt_in1k,224,78.432,21.568,94.270,5.730,25.56,0.875,bicubic -selecsls60b.in1k,224,78.410,21.590,94.166,5.834,32.77,0.875,bicubic -legacy_seresnet101.in1k,224,78.396,21.604,94.258,5.742,49.33,0.875,bilinear -cait_xxs24_224.fb_dist_in1k,224,78.392,21.608,94.334,5.666,11.96,1.000,bicubic -tf_efficientnetv2_b0.in1k,224,78.380,21.620,94.026,5.974,7.14,0.875,bicubic -repvgg_b1.rvgg_in1k,224,78.372,21.628,94.108,5.892,57.42,0.875,bilinear -resnet26t.ra2_in1k,320,78.330,21.670,94.136,5.864,16.01,1.000,bicubic -resnet152.tv_in1k,224,78.330,21.670,94.046,5.954,60.19,0.875,bilinear -mobilevit_s.cvnets_in1k,256,78.302,21.698,94.166,5.834,5.58,0.900,bicubic -seresnext26ts.ch_in1k,288,78.292,21.708,94.076,5.924,10.39,1.000,bicubic -bat_resnext26ts.ch_in1k,256,78.280,21.720,94.114,5.886,10.73,0.900,bicubic -efficientnet_b1_pruned.in1k,240,78.252,21.748,93.820,6.180,6.33,0.882,bicubic -res2next50.in1k,224,78.236,21.764,93.904,6.096,24.67,0.875,bilinear -dla60x.in1k,224,78.230,21.770,94.020,5.980,17.35,0.875,bilinear -hrnet_w30.ms_in1k,224,78.214,21.786,94.214,5.786,37.71,0.875,bilinear -pit_xs_224.in1k,224,78.212,21.788,94.150,5.850,10.62,0.900,bicubic -hrnet_w18_small_v2.gluon_in1k,224,78.184,21.816,93.912,6.088,15.60,0.875,bicubic -regnetx_032.pycls_in1k,224,78.166,21.834,94.090,5.910,15.30,0.875,bicubic -fbnetv3_b.ra2_in1k,224,78.160,21.840,94.242,5.758,8.60,0.950,bilinear -visformer_tiny.in1k,224,78.160,21.840,94.164,5.836,10.32,0.900,bicubic -res2net50_14w_8s.in1k,224,78.146,21.854,93.850,6.150,25.06,0.875,bilinear -tf_efficientnet_em.in1k,240,78.136,21.864,94.062,5.938,6.90,0.882,bicubic -hrnet_w18.ms_aug_in1k,224,78.116,21.884,94.062,5.938,21.30,0.950,bilinear -hardcorenas_f.miil_green_in1k,224,78.108,21.892,93.800,6.200,8.20,0.875,bilinear -mobilevitv2_100.cvnets_in1k,256,78.092,21.908,94.168,5.832,4.90,0.888,bicubic -efficientnet_es.ra_in1k,224,78.092,21.908,93.932,6.068,5.44,0.875,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,78.078,21.922,94.186,5.814,6.34,0.965,bicubic -resnet50.a3_in1k,224,78.052,21.948,93.780,6.220,25.56,0.950,bicubic +wide_resnet50_2.tv_in1k,224,78.486,21.514,94.084,5.916,68.88,0.875,bilinear +regnetx_040.pycls_in1k,224,78.486,21.514,94.252,5.748,22.12,0.875,bicubic +levit_128.fb_dist_in1k,224,78.486,21.514,93.998,6.002,9.21,0.9,bicubic +dla60_res2net.in1k,224,78.48,21.52,94.204,5.796,20.85,0.875,bilinear +resnest26d.gluon_in1k,224,78.476,21.524,94.3,5.7,17.07,0.875,bilinear +convnextv2_femto.fcmae_ft_in1k,224,78.476,21.524,93.984,6.016,5.23,0.875,bicubic +swiftformer_s.dist_in1k,224,78.462,21.538,93.98,6.02,6.09,0.95,bicubic +hrnet_w32.ms_in1k,224,78.452,21.548,94.184,5.816,41.23,0.875,bilinear +resnet50.bt_in1k,224,78.444,21.556,94.274,5.726,25.56,0.875,bicubic +coat_tiny.in1k,224,78.442,21.558,94.044,5.956,5.5,0.9,bicubic +resnet34d.ra2_in1k,288,78.44,21.56,94.348,5.652,21.82,0.95,bicubic +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,78.438,21.562,94.542,5.458,5.79,1.0,bicubic +gcresnext26ts.ch_in1k,288,78.436,21.564,94.028,5.972,10.48,1.0,bicubic +selecsls60b.in1k,224,78.41,21.59,94.166,5.834,32.77,0.875,bicubic +cait_xxs24_224.fb_dist_in1k,224,78.4,21.6,94.326,5.674,11.96,1.0,bicubic +tf_efficientnetv2_b0.in1k,224,78.386,21.614,94.034,5.966,7.14,0.875,bicubic +repvgg_b1.rvgg_in1k,224,78.37,21.63,94.106,5.894,57.42,0.875,bilinear +legacy_seresnet101.in1k,224,78.37,21.63,94.264,5.736,49.33,0.875,bilinear +resnet152.tv_in1k,224,78.33,21.67,94.046,5.954,60.19,0.875,bilinear +resnet26t.ra2_in1k,320,78.33,21.67,94.136,5.864,16.01,1.0,bicubic +mobilevit_s.cvnets_in1k,256,78.298,21.702,94.168,5.832,5.58,0.9,bicubic +seresnext26ts.ch_in1k,288,78.292,21.708,94.076,5.924,10.39,1.0,bicubic +bat_resnext26ts.ch_in1k,256,78.28,21.72,94.114,5.886,10.73,0.9,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,224,78.27,21.73,93.95,6.05,21.82,0.9,bicubic +efficientnet_b1_pruned.in1k,240,78.252,21.748,93.82,6.18,6.33,0.882,bicubic +res2next50.in1k,224,78.238,21.762,93.904,6.096,24.67,0.875,bilinear +dla60x.in1k,224,78.234,21.766,94.022,5.978,17.35,0.875,bilinear +hrnet_w30.ms_in1k,224,78.202,21.798,94.22,5.78,37.71,0.875,bilinear +hrnet_w18_small_v2.gluon_in1k,224,78.202,21.798,93.906,6.094,15.6,0.875,bicubic +pit_xs_224.in1k,224,78.196,21.804,94.156,5.844,10.62,0.9,bicubic +fbnetv3_b.ra2_in1k,224,78.184,21.816,94.238,5.762,8.6,0.95,bilinear +regnetx_032.pycls_in1k,224,78.16,21.84,94.088,5.912,15.3,0.875,bicubic +visformer_tiny.in1k,224,78.16,21.84,94.164,5.836,10.32,0.9,bicubic +res2net50_14w_8s.in1k,224,78.142,21.858,93.852,6.148,25.06,0.875,bilinear +tf_efficientnet_em.in1k,240,78.128,21.872,94.052,5.948,6.9,0.882,bicubic +hrnet_w18.ms_aug_in1k,224,78.11,21.89,94.062,5.938,21.3,0.95,bilinear +efficientnet_es.ra_in1k,224,78.1,21.9,93.928,6.072,5.44,0.875,bicubic +hardcorenas_f.miil_green_in1k,224,78.1,21.9,93.8,6.2,8.2,0.875,bilinear +mobilevitv2_100.cvnets_in1k,256,78.088,21.912,94.17,5.83,4.9,0.888,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,224,78.08,21.92,94.172,5.828,6.34,0.965,bicubic +resnet50.a3_in1k,224,78.052,21.948,93.78,6.22,25.56,0.95,bicubic gmixer_24_224.ra3_in1k,224,78.048,21.952,93.654,6.346,24.72,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,78.034,21.966,94.248,5.752,6.00,1.000,bicubic -dla102.in1k,224,78.018,21.982,93.948,6.052,33.27,0.875,bilinear +hgnetv2_b0.ssld_stage1_in22k_in1k,288,78.038,21.962,94.244,5.756,6.0,1.0,bicubic +eca_resnext26ts.ch_in1k,288,78.02,21.98,93.932,6.068,10.3,1.0,bicubic +dla102.in1k,224,78.016,21.984,93.952,6.048,33.27,0.875,bilinear resnet50c.gluon_in1k,224,78.016,21.984,93.994,6.006,25.58,0.875,bicubic -eca_resnext26ts.ch_in1k,288,78.016,21.984,93.932,6.068,10.30,1.000,bicubic -poolformerv2_s12.sail_in1k,224,78.008,21.992,93.864,6.136,11.89,1.000,bicubic -mobileone_s3.apple_in1k,224,78.002,21.998,93.910,6.090,10.17,0.900,bilinear -res2net50_26w_4s.in1k,224,77.986,22.014,93.862,6.138,25.70,0.875,bilinear -selecsls60.in1k,224,77.986,22.014,93.826,6.174,30.67,0.875,bicubic -seresnext26t_32x4d.bt_in1k,224,77.980,22.020,93.750,6.250,16.81,0.875,bicubic -resmlp_12_224.fb_distilled_in1k,224,77.948,22.052,93.562,6.438,15.35,0.875,bicubic -resnet34.a1_in1k,288,77.938,22.062,93.748,6.252,21.80,1.000,bicubic -tf_efficientnetv2_b1.in1k,192,77.930,22.070,93.822,6.178,8.14,0.882,bicubic -resnet101.a3_in1k,160,77.928,22.072,93.686,6.314,44.55,0.950,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,77.924,22.076,93.650,6.350,24.01,0.875,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,77.910,22.090,92.884,7.116,5.48,0.875,bilinear -regnety_016.pycls_in1k,224,77.908,22.092,93.724,6.276,11.20,0.875,bicubic -resnet26t.ra2_in1k,256,77.884,22.116,93.838,6.162,16.01,0.940,bicubic -inception_v3.tf_in1k,299,77.866,22.134,93.640,6.360,23.83,0.875,bicubic -seresnext26ts.ch_in1k,256,77.856,22.144,93.790,6.210,10.39,0.900,bicubic -resnetrs50.tf_in1k,160,77.850,22.150,93.814,6.186,35.69,0.910,bicubic -rexnet_100.nav_in1k,224,77.846,22.154,93.876,6.124,4.80,0.875,bicubic -convnext_femto_ols.d1_in1k,224,77.844,22.156,93.824,6.176,5.23,0.875,bicubic -ghostnetv2_160.in1k,224,77.836,22.164,93.942,6.058,12.39,0.875,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,77.820,22.180,94.030,5.970,3.05,1.000,bicubic -gcresnext26ts.ch_in1k,256,77.816,22.184,93.822,6.178,10.48,0.900,bicubic -ese_vovnet19b_dw.ra_in1k,288,77.798,22.202,93.778,6.222,6.54,0.950,bicubic -convnextv2_atto.fcmae_ft_in1k,288,77.790,22.210,93.732,6.268,3.71,0.950,bicubic -hardcorenas_e.miil_green_in1k,224,77.790,22.210,93.690,6.310,8.07,0.875,bilinear -ecaresnet50t.a3_in1k,160,77.780,22.220,93.612,6.388,25.57,0.950,bicubic -resnext50_32x4d.a3_in1k,160,77.734,22.266,93.314,6.686,25.03,0.950,bicubic -efficientnet_b0.ra_in1k,224,77.696,22.304,93.540,6.460,5.29,0.875,bicubic -tinynet_a.in1k,192,77.664,22.336,93.532,6.468,6.19,0.875,bicubic -legacy_seresnet50.in1k,224,77.644,22.356,93.720,6.280,28.09,0.875,bilinear +poolformerv2_s12.sail_in1k,224,78.008,21.992,93.864,6.136,11.89,1.0,bicubic +mobileone_s3.apple_in1k,224,78.002,21.998,93.864,6.136,10.17,0.9,bilinear +res2net50_26w_4s.in1k,224,77.994,22.006,93.86,6.14,25.7,0.875,bilinear +seresnext26t_32x4d.bt_in1k,224,77.98,22.02,93.75,6.25,16.81,0.875,bicubic +selecsls60.in1k,224,77.974,22.026,93.822,6.178,30.67,0.875,bicubic +tf_efficientnet_cc_b0_8e.in1k,224,77.956,22.044,93.638,6.362,24.01,0.875,bicubic +resmlp_12_224.fb_distilled_in1k,224,77.948,22.052,93.57,6.43,15.35,0.875,bicubic +tf_efficientnetv2_b1.in1k,192,77.934,22.066,93.822,6.178,8.14,0.882,bicubic +resnet34.a1_in1k,288,77.93,22.07,93.758,6.242,21.8,1.0,bicubic +resnet101.a3_in1k,160,77.928,22.072,93.686,6.314,44.55,0.95,bicubic +mobilenetv3_large_100.miil_in21k_ft_in1k,224,77.92,22.08,92.894,7.106,5.48,0.875,bilinear +regnety_016.pycls_in1k,224,77.88,22.12,93.726,6.274,11.2,0.875,bicubic +resnet26t.ra2_in1k,256,77.878,22.122,93.838,6.162,16.01,0.94,bicubic +inception_v3.tf_in1k,299,77.866,22.134,93.644,6.356,23.83,0.875,bicubic +rexnet_100.nav_in1k,224,77.862,22.138,93.89,6.11,4.8,0.875,bicubic +seresnext26ts.ch_in1k,256,77.86,22.14,93.79,6.21,10.39,0.9,bicubic +resnetrs50.tf_in1k,160,77.858,22.142,93.81,6.19,35.69,0.91,bicubic +convnext_femto_ols.d1_in1k,224,77.852,22.148,93.826,6.174,5.23,0.875,bicubic +ghostnetv2_160.in1k,224,77.836,22.164,93.948,6.052,12.39,0.875,bicubic +gcresnext26ts.ch_in1k,256,77.81,22.19,93.816,6.184,10.48,0.9,bicubic +xcit_nano_12_p8_384.fb_dist_in1k,384,77.81,22.19,94.036,5.964,3.05,1.0,bicubic +convnextv2_atto.fcmae_ft_in1k,288,77.794,22.206,93.728,6.272,3.71,0.95,bicubic +hardcorenas_e.miil_green_in1k,224,77.788,22.212,93.692,6.308,8.07,0.875,bilinear +ese_vovnet19b_dw.ra_in1k,288,77.788,22.212,93.772,6.228,6.54,0.95,bicubic +ecaresnet50t.a3_in1k,160,77.786,22.214,93.62,6.38,25.57,0.95,bicubic +resnext50_32x4d.a3_in1k,160,77.732,22.268,93.314,6.686,25.03,0.95,bicubic +efficientnet_b0.ra_in1k,224,77.698,22.302,93.538,6.462,5.29,0.875,bicubic +tinynet_a.in1k,192,77.666,22.334,93.532,6.468,6.19,0.875,bicubic +legacy_seresnet50.in1k,224,77.65,22.35,93.732,6.268,28.09,0.875,bilinear +cs3darknet_m.c2ns_in1k,288,77.636,22.364,94.016,5.984,9.31,0.95,bicubic resnext50_32x4d.tv_in1k,224,77.632,22.368,93.674,6.326,25.03,0.875,bilinear -cs3darknet_m.c2ns_in1k,288,77.628,22.372,94.018,5.982,9.31,0.950,bicubic -repvgg_b1g4.rvgg_in1k,224,77.602,22.398,93.844,6.156,39.97,0.875,bilinear -inception_v3.tf_adv_in1k,299,77.596,22.404,93.726,6.274,23.83,0.875,bicubic -efficientnet_b1.ft_in1k,224,77.594,22.406,93.630,6.370,7.79,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,77.586,22.414,93.610,6.390,16.81,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,77.584,22.416,93.794,6.206,6.27,1.000,bicubic -resnet50.gluon_in1k,224,77.580,22.420,93.726,6.274,25.56,0.875,bicubic -coat_lite_tiny.in1k,224,77.548,22.452,93.924,6.076,5.72,0.900,bicubic -dpn68b.mx_in1k,224,77.542,22.458,93.842,6.158,12.61,0.875,bicubic -res2net50_48w_2s.in1k,224,77.536,22.464,93.564,6.436,25.29,0.875,bilinear -convnext_femto.d1_in1k,224,77.508,22.492,93.688,6.312,5.22,0.875,bicubic -mobileone_s2.apple_in1k,224,77.504,22.496,93.664,6.336,7.88,0.900,bilinear -inception_v3.tv_in1k,299,77.474,22.526,93.474,6.526,23.83,0.875,bicubic -tf_efficientnet_lite2.in1k,260,77.472,22.528,93.744,6.256,6.09,0.890,bicubic -repghostnet_150.in1k,224,77.470,22.530,93.498,6.502,6.58,0.875,bicubic -hardcorenas_d.miil_green_in1k,224,77.450,22.550,93.480,6.520,7.50,0.875,bilinear -eca_resnext26ts.ch_in1k,256,77.442,22.558,93.576,6.424,10.30,0.900,bicubic -resnet26d.bt_in1k,288,77.424,22.576,93.630,6.370,16.01,0.950,bicubic +resnetv2_34.ra4_e3600_r224_in1k,224,77.626,22.374,93.518,6.482,21.8,0.9,bicubic +mobilenetv1_125.ra4_e3600_r224_in1k,256,77.612,22.388,93.754,6.246,6.27,1.0,bicubic +repvgg_b1g4.rvgg_in1k,224,77.608,22.392,93.846,6.154,39.97,0.875,bilinear +inception_v3.tf_adv_in1k,299,77.598,22.402,93.726,6.274,23.83,0.875,bicubic +efficientnet_b1.ft_in1k,224,77.592,22.408,93.636,6.364,7.79,0.875,bicubic +seresnext26d_32x4d.bt_in1k,224,77.592,22.408,93.614,6.386,16.81,0.875,bicubic +resnet50.gluon_in1k,224,77.58,22.42,93.704,6.296,25.56,0.875,bicubic +coat_lite_tiny.in1k,224,77.548,22.452,93.924,6.076,5.72,0.9,bicubic +res2net50_48w_2s.in1k,224,77.528,22.472,93.562,6.438,25.29,0.875,bilinear +mobileone_s2.apple_in1k,224,77.504,22.496,93.664,6.336,7.88,0.9,bilinear +convnext_femto.d1_in1k,224,77.498,22.502,93.678,6.322,5.22,0.875,bicubic +dpn68b.mx_in1k,224,77.494,22.506,93.834,6.166,12.61,0.875,bicubic +resnet34.ra4_e3600_r224_in1k,224,77.492,22.508,93.498,6.502,21.8,0.9,bicubic +repghostnet_150.in1k,224,77.474,22.526,93.496,6.504,6.58,0.875,bicubic +inception_v3.tv_in1k,299,77.472,22.528,93.468,6.532,23.83,0.875,bicubic +tf_efficientnet_lite2.in1k,260,77.47,22.53,93.756,6.244,6.09,0.89,bicubic +hardcorenas_d.miil_green_in1k,224,77.45,22.55,93.48,6.52,7.5,0.875,bilinear +eca_resnext26ts.ch_in1k,256,77.446,22.554,93.574,6.426,10.3,0.9,bicubic +resnet26d.bt_in1k,288,77.422,22.578,93.634,6.366,16.01,0.95,bicubic resnet101.tv_in1k,224,77.404,22.596,93.552,6.448,44.55,0.875,bilinear -densenet161.tv_in1k,224,77.350,22.650,93.654,6.346,28.68,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,77.342,22.658,93.786,6.214,6.00,0.965,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,77.324,22.676,93.332,6.668,13.31,0.875,bicubic -densenetblur121d.ra_in1k,288,77.310,22.690,93.800,6.200,8.00,0.950,bicubic -mobilenetv2_120d.ra_in1k,224,77.298,22.702,93.516,6.484,5.83,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,288,77.292,22.708,93.970,6.030,9.30,0.950,bicubic -regnetx_008.tv2_in1k,224,77.288,22.712,93.662,6.338,7.26,0.965,bicubic -densenet201.tv_in1k,224,77.284,22.716,93.480,6.520,20.01,0.875,bicubic -mixnet_m.ft_in1k,224,77.274,22.726,93.428,6.572,5.01,0.875,bicubic -poolformer_s12.sail_in1k,224,77.244,22.756,93.538,6.462,11.92,0.900,bicubic -resnet50d.a3_in1k,160,77.222,22.778,93.256,6.744,25.58,0.950,bicubic -convnext_atto_ols.a2_in1k,288,77.220,22.780,93.700,6.300,3.70,0.950,bicubic -selecsls42b.in1k,224,77.186,22.814,93.392,6.608,32.46,0.875,bicubic -resnext26ts.ra2_in1k,288,77.182,22.818,93.474,6.526,10.30,1.000,bicubic -fastvit_t8.apple_dist_in1k,256,77.172,22.828,93.274,6.726,4.03,0.900,bicubic -resnet34.a2_in1k,288,77.148,22.852,93.290,6.710,21.80,1.000,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,77.142,22.858,93.730,6.270,6.72,1.000,bicubic -resnet34d.ra2_in1k,224,77.104,22.896,93.376,6.624,21.82,0.875,bicubic -legacy_seresnext26_32x4d.in1k,224,77.100,22.900,93.332,6.668,16.79,0.875,bicubic -tf_efficientnet_b0.ap_in1k,224,77.094,22.906,93.260,6.740,5.29,0.875,bicubic -hardcorenas_c.miil_green_in1k,224,77.094,22.906,93.192,6.808,5.52,0.875,bilinear -efficientvit_m5.r224_in1k,224,77.082,22.918,93.166,6.834,12.47,0.875,bicubic -dla60.in1k,224,77.046,22.954,93.318,6.682,22.04,0.875,bilinear -seresnet50.a3_in1k,224,77.036,22.964,93.072,6.928,28.09,0.950,bicubic -convnext_atto.d2_in1k,288,77.014,22.986,93.702,6.298,3.70,0.950,bicubic -crossvit_9_dagger_240.in1k,240,76.986,23.014,93.602,6.398,8.78,0.875,bicubic -cs3darknet_m.c2ns_in1k,256,76.982,23.018,93.602,6.398,9.31,0.887,bicubic -tf_mixnet_m.in1k,224,76.964,23.036,93.168,6.832,5.01,0.875,bicubic -skresnet34.ra_in1k,224,76.956,23.044,93.318,6.682,22.28,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,76.944,23.056,93.364,6.636,24.38,0.960,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,76.928,23.072,93.216,6.784,6.27,0.900,bicubic -regnetx_016.pycls_in1k,224,76.924,23.076,93.430,6.570,9.19,0.875,bicubic -gernet_s.idstcv_in1k,224,76.902,23.098,93.136,6.864,8.17,0.875,bilinear -tf_efficientnet_b0.aa_in1k,224,76.882,23.118,93.270,6.730,5.29,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,76.880,23.120,93.184,6.816,7.14,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,76.844,23.156,93.612,6.388,6.00,0.965,bicubic -ese_vovnet19b_dw.ra_in1k,224,76.798,23.202,93.272,6.728,6.54,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,256,76.774,23.226,93.544,6.456,9.30,0.887,bicubic -resnext26ts.ra2_in1k,256,76.774,23.226,93.138,6.862,10.30,0.900,bicubic -ghostnetv2_130.in1k,224,76.762,23.238,93.360,6.640,8.96,0.875,bicubic -hrnet_w18.ms_in1k,224,76.760,23.240,93.446,6.554,21.30,0.875,bilinear +densenet161.tv_in1k,224,77.384,22.616,93.656,6.344,28.68,0.875,bicubic +starnet_s3.in1k,224,77.378,22.622,93.616,6.384,5.75,0.875,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,224,77.362,22.638,93.808,6.192,6.0,0.965,bicubic +shvit_s3.in1k,224,77.356,22.644,93.31,6.69,14.25,0.875,bicubic +tf_efficientnet_cc_b0_4e.in1k,224,77.324,22.676,93.334,6.666,13.31,0.875,bicubic +densenetblur121d.ra_in1k,288,77.32,22.68,93.796,6.204,8.0,0.95,bicubic +mobilenetv2_120d.ra_in1k,224,77.3,22.7,93.516,6.484,5.83,0.875,bicubic +regnetx_008.tv2_in1k,224,77.294,22.706,93.664,6.336,7.26,0.965,bicubic +cs3darknet_focus_m.c2ns_in1k,288,77.286,22.714,93.966,6.034,9.3,0.95,bicubic +densenet201.tv_in1k,224,77.284,22.716,93.48,6.52,20.01,0.875,bicubic +mixnet_m.ft_in1k,224,77.268,22.732,93.418,6.582,5.01,0.875,bicubic +poolformer_s12.sail_in1k,224,77.238,22.762,93.538,6.462,11.92,0.9,bicubic +resnet50d.a3_in1k,160,77.222,22.778,93.256,6.744,25.58,0.95,bicubic +convnext_atto_ols.a2_in1k,288,77.22,22.78,93.7,6.3,3.7,0.95,bicubic +resnext26ts.ra2_in1k,288,77.186,22.814,93.47,6.53,10.3,1.0,bicubic +selecsls42b.in1k,224,77.184,22.816,93.39,6.61,32.46,0.875,bicubic +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,77.182,22.818,93.328,6.672,5.48,1.0,bicubic +fastvit_t8.apple_dist_in1k,256,77.17,22.83,93.274,6.726,4.03,0.9,bicubic +resnet34.a2_in1k,288,77.15,22.85,93.288,6.712,21.8,1.0,bicubic +xcit_tiny_12_p16_224.fb_in1k,224,77.122,22.878,93.728,6.272,6.72,1.0,bicubic +resnet34d.ra2_in1k,224,77.108,22.892,93.372,6.628,21.82,0.875,bicubic +tf_efficientnet_b0.ap_in1k,224,77.1,22.9,93.258,6.742,5.29,0.875,bicubic +legacy_seresnext26_32x4d.in1k,224,77.1,22.9,93.332,6.668,16.79,0.875,bicubic +hardcorenas_c.miil_green_in1k,224,77.092,22.908,93.192,6.808,5.52,0.875,bilinear +efficientvit_m5.r224_in1k,224,77.092,22.908,93.168,6.832,12.47,0.875,bicubic +seresnet50.a3_in1k,224,77.036,22.964,93.072,6.928,28.09,0.95,bicubic +dla60.in1k,224,77.036,22.964,93.316,6.684,22.04,0.875,bilinear +convnext_atto.d2_in1k,288,77.016,22.984,93.704,6.296,3.7,0.95,bicubic +crossvit_9_dagger_240.in1k,240,76.99,23.01,93.602,6.398,8.78,0.875,bicubic +cs3darknet_m.c2ns_in1k,256,76.974,23.026,93.582,6.418,9.31,0.887,bicubic +skresnet34.ra_in1k,224,76.956,23.044,93.32,6.68,22.28,0.875,bicubic +tf_mixnet_m.in1k,224,76.952,23.048,93.164,6.836,5.01,0.875,bicubic +convmixer_1024_20_ks9_p14.in1k,224,76.944,23.056,93.364,6.636,24.38,0.96,bicubic +regnetx_016.pycls_in1k,224,76.936,23.064,93.432,6.568,9.19,0.875,bicubic +ghostnetv3_100.in1k,224,76.936,23.064,93.124,6.876,8.13,0.875,bicubic +mobilenetv1_125.ra4_e3600_r224_in1k,224,76.92,23.08,93.232,6.768,6.27,0.9,bicubic +tf_efficientnet_b0.aa_in1k,224,76.882,23.118,93.27,6.73,5.29,0.875,bicubic +tf_efficientnetv2_b0.in1k,192,76.876,23.124,93.184,6.816,7.14,0.875,bicubic +gernet_s.idstcv_in1k,224,76.874,23.126,93.142,6.858,8.17,0.875,bilinear +hgnetv2_b0.ssld_stage1_in22k_in1k,224,76.868,23.132,93.62,6.38,6.0,0.965,bicubic +ese_vovnet19b_dw.ra_in1k,224,76.828,23.172,93.276,6.724,6.54,0.875,bicubic +hrnet_w18.ms_in1k,224,76.77,23.23,93.448,6.552,21.3,0.875,bilinear +resnext26ts.ra2_in1k,256,76.768,23.232,93.138,6.862,10.3,0.9,bicubic +cs3darknet_focus_m.c2ns_in1k,256,76.754,23.246,93.55,6.45,9.3,0.887,bicubic +ghostnetv2_130.in1k,224,76.746,23.254,93.364,6.636,8.96,0.875,bicubic resnet26d.bt_in1k,224,76.698,23.302,93.156,6.844,16.01,0.875,bicubic -tf_efficientnet_lite1.in1k,240,76.672,23.328,93.232,6.768,5.42,0.882,bicubic -resmlp_12_224.fb_in1k,224,76.660,23.340,93.170,6.830,15.35,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,224,76.646,23.354,93.044,6.956,3.71,0.875,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,76.640,23.360,92.228,7.772,59.88,0.875,bicubic +tf_efficientnet_lite1.in1k,240,76.674,23.326,93.232,6.768,5.42,0.882,bicubic +resmlp_12_224.fb_in1k,224,76.66,23.34,93.17,6.83,15.35,0.875,bicubic +convnextv2_atto.fcmae_ft_in1k,224,76.644,23.356,93.042,6.958,3.71,0.875,bicubic +mixer_b16_224.goog_in21k_ft_in1k,224,76.616,23.384,92.25,7.75,59.88,0.875,bicubic tf_efficientnet_es.in1k,224,76.608,23.392,93.176,6.824,5.44,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,76.594,23.406,93.266,6.734,5.28,0.950,bicubic -densenetblur121d.ra_in1k,224,76.572,23.428,93.186,6.814,8.00,0.875,bicubic -hardcorenas_b.miil_green_in1k,224,76.552,23.448,92.766,7.234,5.18,0.875,bilinear -tf_efficientnet_b0.in1k,224,76.536,23.464,93.010,6.990,5.29,0.875,bicubic -levit_conv_128s.fb_dist_in1k,224,76.534,23.466,92.882,7.118,7.78,0.900,bicubic +mobilenetv1_100h.ra4_e3600_r224_in1k,256,76.598,23.402,93.272,6.728,5.28,0.95,bicubic +densenetblur121d.ra_in1k,224,76.574,23.426,93.188,6.812,8.0,0.875,bicubic +hardcorenas_b.miil_green_in1k,224,76.55,23.45,92.766,7.234,5.18,0.875,bilinear +tf_efficientnet_b0.in1k,224,76.542,23.458,93.008,6.992,5.29,0.875,bicubic +levit_conv_128s.fb_dist_in1k,224,76.534,23.466,92.882,7.118,7.78,0.9,bicubic mobilenetv2_140.ra_in1k,224,76.528,23.472,93.008,6.992,6.11,0.875,bicubic -levit_128s.fb_dist_in1k,224,76.522,23.478,92.874,7.126,7.78,0.900,bicubic -resnet34.bt_in1k,288,76.508,23.492,93.344,6.656,21.80,0.950,bicubic -repvgg_a2.rvgg_in1k,224,76.492,23.508,93.016,6.984,28.21,0.875,bilinear -densenet121.ra_in1k,288,76.480,23.520,93.374,6.626,7.98,0.950,bicubic -resnet34.a1_in1k,224,76.414,23.586,92.886,7.114,21.80,0.950,bicubic -resnet26.bt_in1k,288,76.378,23.622,93.176,6.824,16.00,0.950,bicubic -repghostnet_130.in1k,224,76.366,23.634,92.898,7.102,5.48,0.875,bicubic -dpn68.mx_in1k,224,76.338,23.662,92.990,7.010,12.61,0.875,bicubic -regnety_008.pycls_in1k,224,76.334,23.666,93.060,6.940,6.26,0.875,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,76.328,23.672,93.070,6.930,3.05,1.000,bicubic -fastvit_t8.apple_in1k,256,76.184,23.816,93.042,6.958,4.03,0.900,bicubic +levit_128s.fb_dist_in1k,224,76.52,23.48,92.87,7.13,7.78,0.9,bicubic +resnet34.bt_in1k,288,76.506,23.494,93.342,6.658,21.8,0.95,bicubic +repvgg_a2.rvgg_in1k,224,76.488,23.512,93.016,6.984,28.21,0.875,bilinear +densenet121.ra_in1k,288,76.486,23.514,93.378,6.622,7.98,0.95,bicubic +resnet34.a1_in1k,224,76.42,23.58,92.896,7.104,21.8,0.95,bicubic +resnet26.bt_in1k,288,76.384,23.616,93.178,6.822,16.0,0.95,bicubic +repghostnet_130.in1k,224,76.378,23.622,92.898,7.102,5.48,0.875,bicubic +regnety_008.pycls_in1k,224,76.334,23.666,93.06,6.94,6.26,0.875,bicubic +xcit_nano_12_p8_224.fb_dist_in1k,224,76.33,23.67,93.07,6.93,3.05,1.0,bicubic +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,76.31,23.69,92.842,7.158,5.48,0.95,bicubic +dpn68.mx_in1k,224,76.304,23.696,92.994,7.006,12.61,0.875,bicubic +fastvit_t8.apple_in1k,256,76.184,23.816,93.042,6.958,4.03,0.9,bicubic resnet50.tv_in1k,224,76.156,23.844,92.866,7.134,25.56,0.875,bilinear -efficientformerv2_s0.snap_dist_in1k,224,76.116,23.884,92.854,7.146,3.60,0.950,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,76.086,23.914,93.012,6.988,4.23,0.950,bicubic -mixnet_s.ft_in1k,224,76.002,23.998,92.800,7.200,4.13,0.875,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,75.996,24.004,93.272,6.728,22.88,0.900,bicubic -resnet50.a3_in1k,160,75.994,24.006,92.494,7.506,25.56,0.950,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,75.962,24.038,93.276,6.724,6.36,1.000,bicubic +efficientformerv2_s0.snap_dist_in1k,224,76.102,23.898,92.85,7.15,3.6,0.95,bicubic +mobilenetv1_100.ra4_e3600_r224_in1k,256,76.088,23.912,93.006,6.994,4.23,0.95,bicubic +resnetv2_18d.ra4_e3600_r224_in1k,288,76.058,23.942,93.01,6.99,11.71,1.0,bicubic +resnet18d.ra4_e3600_r224_in1k,288,76.012,23.988,92.784,7.216,11.71,1.0,bicubic +vit_small_patch32_224.augreg_in21k_ft_in1k,224,76.01,23.99,93.266,6.734,22.88,0.9,bicubic +mixnet_s.ft_in1k,224,76.0,24.0,92.796,7.204,4.13,0.875,bicubic +resnet50.a3_in1k,160,75.994,24.006,92.494,7.506,25.56,0.95,bicubic +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,75.962,24.038,93.272,6.728,6.36,1.0,bicubic hardcorenas_a.miil_green_in1k,224,75.926,24.074,92.486,7.514,5.26,0.875,bilinear +fasternet_t1.in1k,224,75.922,24.078,92.808,7.192,7.6,1.0,bicubic densenet169.tv_in1k,224,75.922,24.078,92.976,7.024,14.15,0.875,bicubic -convnext_atto_ols.a2_in1k,224,75.902,24.098,92.844,7.156,3.70,0.875,bicubic -mobilenetv3_large_100.ra_in1k,224,75.786,24.214,92.528,7.472,5.48,0.875,bicubic -mobileone_s1.apple_in1k,224,75.774,24.226,92.788,7.212,4.83,0.900,bilinear -edgenext_x_small.in1k,288,75.706,24.294,92.760,7.240,2.34,1.000,bicubic -convnext_atto.d2_in1k,224,75.668,24.332,92.912,7.088,3.70,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,75.658,24.342,92.504,7.496,5.28,0.875,bicubic -tf_mixnet_s.in1k,224,75.652,24.348,92.628,7.372,4.13,0.875,bicubic -mobilenetv3_rw.rmsp_in1k,224,75.614,24.386,92.698,7.302,5.48,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,75.604,24.396,92.754,7.246,2.87,0.888,bicubic -regnety_004.tv2_in1k,224,75.588,24.412,92.698,7.302,4.34,0.965,bicubic -densenet121.ra_in1k,224,75.576,24.424,92.648,7.352,7.98,0.875,bicubic -resnest14d.gluon_in1k,224,75.516,24.484,92.514,7.486,10.61,0.875,bilinear -resnet34.a2_in1k,224,75.516,24.484,92.456,7.544,21.80,0.950,bicubic -tf_mobilenetv3_large_100.in1k,224,75.514,24.486,92.602,7.398,5.48,0.875,bilinear -efficientnet_lite0.ra_in1k,224,75.490,24.510,92.514,7.486,4.65,0.875,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,75.468,24.532,92.670,7.330,3.05,1.000,bicubic -semnasnet_100.rmsp_in1k,224,75.464,24.536,92.612,7.388,3.89,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,75.452,24.548,92.854,7.146,5.72,0.900,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,75.384,24.616,92.312,7.688,4.23,0.875,bicubic -resnet26.bt_in1k,224,75.292,24.708,92.572,7.428,16.00,0.875,bicubic -regnety_006.pycls_in1k,224,75.262,24.738,92.526,7.474,6.06,0.875,bicubic -ghostnetv2_100.in1k,224,75.176,24.824,92.334,7.666,6.16,0.875,bicubic -repvgg_b0.rvgg_in1k,224,75.162,24.838,92.420,7.580,15.82,0.875,bilinear -resnet34.bt_in1k,224,75.162,24.838,92.170,7.830,21.80,0.875,bicubic -fbnetc_100.rmsp_in1k,224,75.114,24.886,92.382,7.618,5.57,0.875,bilinear -seresnet50.a3_in1k,160,75.100,24.900,92.096,7.904,28.09,0.950,bicubic -hrnet_w18_small_v2.ms_in1k,224,75.098,24.902,92.418,7.582,15.60,0.875,bilinear -repghostnet_111.in1k,224,75.068,24.932,92.184,7.816,4.54,0.875,bicubic -regnetx_008.pycls_in1k,224,75.062,24.938,92.340,7.660,7.26,0.875,bicubic -mobilenetv2_110d.ra_in1k,224,75.054,24.946,92.186,7.814,4.52,0.875,bicubic -efficientnet_es_pruned.in1k,224,75.000,25.000,92.448,7.552,5.44,0.875,bicubic -tinynet_b.in1k,188,74.966,25.034,92.196,7.804,3.73,0.875,bicubic -vit_base_patch32_224.augreg_in1k,224,74.906,25.094,91.770,8.230,88.22,0.900,bicubic -edgenext_x_small.in1k,256,74.880,25.120,92.304,7.696,2.34,0.900,bicubic -tf_efficientnet_lite0.in1k,224,74.846,25.154,92.180,7.820,4.65,0.875,bicubic +convnext_atto_ols.a2_in1k,224,75.902,24.098,92.842,7.158,3.7,0.875,bicubic +mobilenetv3_large_100.ra_in1k,224,75.784,24.216,92.528,7.472,5.48,0.875,bicubic +mobileone_s1.apple_in1k,224,75.76,24.24,92.788,7.212,4.83,0.9,bilinear +edgenext_x_small.in1k,288,75.706,24.294,92.76,7.24,2.34,1.0,bicubic +convnext_atto.d2_in1k,224,75.672,24.328,92.914,7.086,3.7,0.875,bicubic +mobilenetv1_100h.ra4_e3600_r224_in1k,224,75.664,24.336,92.522,7.478,5.28,0.875,bicubic +tf_mixnet_s.in1k,224,75.656,24.344,92.632,7.368,4.13,0.875,bicubic +mobilenetv4_conv_small.e3600_r256_in1k,320,75.616,24.384,92.768,7.232,3.77,1.0,bicubic +mobilenetv3_rw.rmsp_in1k,224,75.616,24.384,92.696,7.304,5.48,0.875,bicubic +mobilevitv2_075.cvnets_in1k,256,75.612,24.388,92.754,7.246,2.87,0.888,bicubic +swiftformer_xs.dist_in1k,224,75.6,24.4,92.314,7.686,3.48,0.95,bicubic +regnety_004.tv2_in1k,224,75.594,24.406,92.706,7.294,4.34,0.965,bicubic +densenet121.ra_in1k,224,75.574,24.426,92.648,7.352,7.98,0.875,bicubic +resnet34.a2_in1k,224,75.52,24.48,92.454,7.546,21.8,0.95,bicubic +resnest14d.gluon_in1k,224,75.516,24.484,92.512,7.488,10.61,0.875,bilinear +tf_mobilenetv3_large_100.in1k,224,75.51,24.49,92.6,7.4,5.48,0.875,bilinear +efficientnet_lite0.ra_in1k,224,75.488,24.512,92.508,7.492,4.65,0.875,bicubic +xcit_nano_12_p16_384.fb_dist_in1k,384,75.46,24.54,92.672,7.328,3.05,1.0,bicubic +semnasnet_100.rmsp_in1k,224,75.452,24.548,92.608,7.392,3.89,0.875,bicubic +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,75.452,24.548,92.858,7.142,5.72,0.9,bicubic +mobilenetv1_100.ra4_e3600_r224_in1k,224,75.388,24.612,92.31,7.69,4.23,0.875,bicubic +resnetv2_18.ra4_e3600_r224_in1k,288,75.364,24.636,92.692,7.308,11.69,1.0,bicubic +inception_next_atto.sail_in1k,224,75.348,24.652,92.558,7.442,4.16,0.875,bicubic +resnet26.bt_in1k,224,75.298,24.702,92.578,7.422,16.0,0.875,bicubic +regnety_006.pycls_in1k,224,75.274,24.726,92.532,7.468,6.06,0.875,bicubic +ghostnetv2_100.in1k,224,75.186,24.814,92.334,7.666,6.16,0.875,bicubic +shvit_s2.in1k,224,75.184,24.816,92.316,7.684,11.48,0.875,bicubic +resnet34.bt_in1k,224,75.176,24.824,92.166,7.834,21.8,0.875,bicubic +repvgg_b0.rvgg_in1k,224,75.158,24.842,92.41,7.59,15.82,0.875,bilinear +fbnetc_100.rmsp_in1k,224,75.12,24.88,92.384,7.616,5.57,0.875,bilinear +seresnet50.a3_in1k,160,75.104,24.896,92.096,7.904,28.09,0.95,bicubic +hrnet_w18_small_v2.ms_in1k,224,75.094,24.906,92.414,7.586,15.6,0.875,bilinear +repghostnet_111.in1k,224,75.06,24.94,92.196,7.804,4.54,0.875,bicubic +mobilenetv2_110d.ra_in1k,224,75.056,24.944,92.186,7.814,4.52,0.875,bicubic +regnetx_008.pycls_in1k,224,75.054,24.946,92.338,7.662,7.26,0.875,bicubic +efficientnet_es_pruned.in1k,224,75.01,24.99,92.438,7.562,5.44,0.875,bicubic +tinynet_b.in1k,188,74.946,25.054,92.194,7.806,3.73,0.875,bicubic +vit_base_patch32_224.augreg_in1k,224,74.908,25.092,91.77,8.23,88.22,0.9,bicubic +edgenext_x_small.in1k,256,74.874,25.126,92.304,7.696,2.34,0.9,bicubic +tf_efficientnet_lite0.in1k,224,74.846,25.154,92.18,7.82,4.65,0.875,bicubic legacy_seresnet34.in1k,224,74.788,25.212,92.134,7.866,21.96,0.875,bilinear -densenet121.tv_in1k,224,74.748,25.252,92.154,7.846,7.98,0.875,bicubic -mnasnet_100.rmsp_in1k,224,74.662,25.338,92.108,7.892,4.38,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,74.644,25.356,92.022,7.978,3.77,0.950,bicubic -mobilevit_xs.cvnets_in1k,256,74.632,25.368,92.348,7.652,2.32,0.900,bicubic +densenet121.tv_in1k,224,74.75,25.25,92.158,7.842,7.98,0.875,bicubic +mnasnet_100.rmsp_in1k,224,74.672,25.328,92.108,7.892,4.38,0.875,bicubic +starnet_s2.in1k,224,74.666,25.334,92.144,7.856,3.68,0.875,bicubic +mobilenetv4_conv_small.e2400_r224_in1k,256,74.644,25.356,92.022,7.978,3.77,0.95,bicubic dla34.in1k,224,74.632,25.368,92.052,7.948,15.74,0.875,bilinear -regnetx_004_tv.tv2_in1k,224,74.584,25.416,92.170,7.830,5.50,0.965,bicubic -resnet34.gluon_in1k,224,74.574,25.426,91.988,8.012,21.80,0.875,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,74.540,25.460,91.894,8.106,5.91,0.900,bicubic -repvgg_a1.rvgg_in1k,224,74.468,25.532,91.840,8.160,14.09,0.875,bilinear -efficientvit_m4.r224_in1k,224,74.346,25.654,91.984,8.016,8.80,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,74.290,25.710,92.112,7.888,3.77,0.950,bicubic -pit_ti_distilled_224.in1k,224,74.278,25.722,91.928,8.072,5.10,0.900,bicubic -vgg19_bn.tv_in1k,224,74.236,25.764,91.844,8.156,143.68,0.875,bilinear -repghostnet_100.in1k,224,74.200,25.800,91.550,8.450,4.07,0.875,bicubic -spnasnet_100.rmsp_in1k,224,74.082,25.918,91.828,8.172,4.42,0.875,bilinear -regnety_004.pycls_in1k,224,74.006,25.994,91.756,8.244,4.34,0.875,bicubic -crossvit_9_240.in1k,240,73.976,26.024,91.976,8.024,8.55,0.875,bicubic -ghostnet_100.in1k,224,73.960,26.040,91.542,8.458,5.18,0.875,bicubic -hrnet_w18_small.gluon_in1k,224,73.932,26.068,91.172,8.828,13.19,0.875,bicubic -xcit_nano_12_p8_224.fb_in1k,224,73.900,26.100,92.146,7.854,3.05,1.000,bicubic -regnetx_006.pycls_in1k,224,73.884,26.116,91.666,8.334,6.20,0.875,bicubic -resnet18d.ra2_in1k,288,73.794,26.206,91.834,8.166,11.71,0.950,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,73.730,26.270,91.426,8.574,3.77,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,73.706,26.294,91.012,8.988,88.22,0.900,bicubic -tf_mobilenetv3_large_075.in1k,224,73.448,26.552,91.344,8.656,3.99,0.875,bilinear -mobilenetv4_conv_small.e1200_r224_in1k,224,73.436,26.564,91.342,8.658,3.77,0.875,bicubic -efficientvit_m3.r224_in1k,224,73.408,26.592,91.348,8.652,6.90,0.875,bicubic -vgg16_bn.tv_in1k,224,73.356,26.644,91.500,8.500,138.37,0.875,bilinear -crossvit_tiny_240.in1k,240,73.330,26.670,91.910,8.090,7.01,0.875,bicubic -resnet34.tv_in1k,224,73.298,26.702,91.422,8.578,21.80,0.875,bilinear -resnet18.fb_swsl_ig1b_ft_in1k,224,73.288,26.712,91.754,8.246,11.69,0.875,bilinear -resnet18.a1_in1k,288,73.164,26.836,91.054,8.946,11.69,1.000,bicubic -convit_tiny.fb_in1k,224,73.126,26.874,91.690,8.310,5.71,0.875,bicubic -skresnet18.ra_in1k,224,73.020,26.980,91.174,8.826,11.96,0.875,bicubic -semnasnet_075.rmsp_in1k,224,73.008,26.992,91.126,8.874,2.91,0.875,bicubic -resnet34.a3_in1k,224,72.982,27.018,91.116,8.884,21.80,0.950,bicubic -mobilenetv2_100.ra_in1k,224,72.936,27.064,91.002,8.998,3.50,0.875,bicubic -pit_ti_224.in1k,224,72.924,27.076,91.412,8.588,4.85,0.900,bicubic +mobilevit_xs.cvnets_in1k,256,74.618,25.382,92.35,7.65,2.32,0.9,bicubic +regnetx_004_tv.tv2_in1k,224,74.596,25.404,92.14,7.86,5.5,0.965,bicubic +resnet34.gluon_in1k,224,74.574,25.426,91.988,8.012,21.8,0.875,bicubic +deit_tiny_distilled_patch16_224.fb_in1k,224,74.538,25.462,91.898,8.102,5.91,0.9,bicubic +mobilenetv4_conv_small.e3600_r256_in1k,256,74.534,25.466,91.94,8.06,3.77,0.95,bicubic +repvgg_a1.rvgg_in1k,224,74.474,25.526,91.852,8.148,14.09,0.875,bilinear +resnetv2_18d.ra4_e3600_r224_in1k,224,74.422,25.578,91.928,8.072,11.71,0.9,bicubic +resnet18d.ra4_e3600_r224_in1k,224,74.356,25.644,91.826,8.174,11.71,0.9,bicubic +efficientvit_m4.r224_in1k,224,74.344,25.656,91.96,8.04,8.8,0.875,bicubic +mobilenetv4_conv_small.e1200_r224_in1k,256,74.282,25.718,92.122,7.878,3.77,0.95,bicubic +pit_ti_distilled_224.in1k,224,74.276,25.724,91.92,8.08,5.1,0.9,bicubic +vgg19_bn.tv_in1k,224,74.23,25.77,91.848,8.152,143.68,0.875,bilinear +repghostnet_100.in1k,224,74.208,25.792,91.55,8.45,4.07,0.875,bicubic +spnasnet_100.rmsp_in1k,224,74.086,25.914,91.826,8.174,4.42,0.875,bilinear +regnety_004.pycls_in1k,224,74.004,25.996,91.756,8.244,4.34,0.875,bicubic +crossvit_9_240.in1k,240,73.994,26.006,91.976,8.024,8.55,0.875,bicubic +ghostnet_100.in1k,224,73.958,26.042,91.542,8.458,5.18,0.875,bicubic +hrnet_w18_small.gluon_in1k,224,73.934,26.066,91.178,8.822,13.19,0.875,bicubic +regnetx_006.pycls_in1k,224,73.904,26.096,91.64,8.36,6.2,0.875,bicubic +xcit_nano_12_p8_224.fb_in1k,224,73.9,26.1,92.154,7.846,3.05,1.0,bicubic +resnet18d.ra2_in1k,288,73.79,26.21,91.834,8.166,11.71,0.95,bicubic +mobilenetv4_conv_small.e2400_r224_in1k,224,73.756,26.244,91.43,8.57,3.77,0.875,bicubic +vit_base_patch32_224.sam_in1k,224,73.704,26.296,91.012,8.988,88.22,0.9,bicubic +resnetv2_18.ra4_e3600_r224_in1k,224,73.572,26.428,91.356,8.644,11.69,0.9,bicubic +starnet_s1.in1k,224,73.532,26.468,91.504,8.496,2.87,0.875,bicubic +mobilenetv4_conv_small.e1200_r224_in1k,224,73.45,26.55,91.34,8.66,3.77,0.875,bicubic +tf_mobilenetv3_large_075.in1k,224,73.442,26.558,91.332,8.668,3.99,0.875,bilinear +efficientvit_m3.r224_in1k,224,73.394,26.606,91.336,8.664,6.9,0.875,bicubic +vgg16_bn.tv_in1k,224,73.354,26.646,91.49,8.51,138.37,0.875,bilinear +crossvit_tiny_240.in1k,240,73.352,26.648,91.906,8.094,7.01,0.875,bicubic +resnet34.tv_in1k,224,73.298,26.702,91.422,8.578,21.8,0.875,bilinear +resnet18.fb_swsl_ig1b_ft_in1k,224,73.286,26.714,91.754,8.246,11.69,0.875,bilinear +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,73.234,26.766,91.27,8.73,2.16,0.9,bicubic +resnet18.a1_in1k,288,73.164,26.836,91.054,8.946,11.69,1.0,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,73.158,26.842,91.458,8.542,3.27,1.0,bicubic +convit_tiny.fb_in1k,224,73.14,26.86,91.704,8.296,5.71,0.875,bicubic +skresnet18.ra_in1k,224,73.02,26.98,91.172,8.828,11.96,0.875,bicubic +semnasnet_075.rmsp_in1k,224,73.0,27.0,91.124,8.876,2.91,0.875,bicubic +resnet34.a3_in1k,224,72.996,27.004,91.116,8.884,21.8,0.95,bicubic +pit_ti_224.in1k,224,72.926,27.074,91.412,8.588,4.85,0.9,bicubic +mobilenetv2_100.ra_in1k,224,72.91,27.09,91.0,9.0,3.5,0.875,bicubic +convnext_zepto_rms.ra4_e3600_r224_in1k,224,72.82,27.18,91.106,8.894,2.16,0.875,bicubic +shvit_s1.in1k,224,72.78,27.22,91.024,8.976,6.33,0.875,bicubic resnet18.fb_ssl_yfcc100m_ft_in1k,224,72.636,27.364,91.416,8.584,11.69,0.875,bilinear -regnetx_004.pycls_in1k,224,72.432,27.568,90.848,9.152,5.16,0.875,bicubic -repvgg_a0.rvgg_in1k,224,72.424,27.576,90.514,9.486,9.11,0.875,bilinear -vgg19.tv_in1k,224,72.400,27.600,90.878,9.122,143.67,0.875,bilinear -resnet18.a2_in1k,288,72.362,27.638,90.616,9.384,11.69,1.000,bicubic -hrnet_w18_small.ms_in1k,224,72.334,27.666,90.686,9.314,13.19,0.875,bilinear -xcit_nano_12_p16_224.fb_dist_in1k,224,72.318,27.682,90.826,9.174,3.05,1.000,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,72.270,27.730,90.662,9.338,3.92,0.875,bilinear -resnet18d.ra2_in1k,224,72.268,27.732,90.682,9.318,11.71,0.875,bicubic -resnet14t.c3_in1k,224,72.242,27.758,90.318,9.682,10.08,0.950,bicubic -repghostnet_080.in1k,224,72.236,27.764,90.490,9.510,3.28,0.875,bicubic -deit_tiny_patch16_224.fb_in1k,224,72.196,27.804,91.100,8.900,5.72,0.900,bicubic -lcnet_100.ra2_in1k,224,72.128,27.872,90.368,9.632,2.95,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,72.090,27.910,87.650,12.350,208.20,0.875,bicubic -edgenext_xx_small.in1k,288,71.886,28.114,90.534,9.466,1.33,1.000,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,71.820,28.180,90.814,9.186,6.34,0.900,bicubic -legacy_seresnet18.in1k,224,71.742,28.258,90.340,9.660,11.78,0.875,bicubic -vgg16.tv_in1k,224,71.600,28.400,90.398,9.602,138.36,0.875,bilinear -vgg13_bn.tv_in1k,224,71.556,28.444,90.372,9.628,133.05,0.875,bilinear -resnet18.a1_in1k,224,71.488,28.512,90.076,9.924,11.69,0.950,bicubic -efficientvit_b0.r224_in1k,224,71.404,28.596,89.434,10.566,3.41,0.950,bicubic +regnetx_004.pycls_in1k,224,72.482,27.518,90.84,9.16,5.16,0.875,bicubic +repvgg_a0.rvgg_in1k,224,72.426,27.574,90.506,9.494,9.11,0.875,bilinear +vgg19.tv_in1k,224,72.4,27.6,90.878,9.122,143.67,0.875,bilinear +resnet18.a2_in1k,288,72.364,27.636,90.62,9.38,11.69,1.0,bicubic +hrnet_w18_small.ms_in1k,224,72.34,27.66,90.688,9.312,13.19,0.875,bilinear +xcit_nano_12_p16_224.fb_dist_in1k,224,72.318,27.682,90.826,9.174,3.05,1.0,bicubic +resnet18d.ra2_in1k,224,72.296,27.704,90.682,9.318,11.71,0.875,bicubic +tf_mobilenetv3_large_minimal_100.in1k,224,72.27,27.73,90.664,9.336,3.92,0.875,bilinear +resnet14t.c3_in1k,224,72.242,27.758,90.318,9.682,10.08,0.95,bicubic +repghostnet_080.in1k,224,72.24,27.76,90.492,9.508,3.28,0.875,bicubic +deit_tiny_patch16_224.fb_in1k,224,72.19,27.81,91.1,8.9,5.72,0.9,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,72.178,27.822,90.83,9.17,3.27,0.887,bicubic +lcnet_100.ra2_in1k,224,72.13,27.87,90.376,9.624,2.95,0.875,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,72.084,27.916,87.632,12.368,208.2,0.875,bicubic +edgenext_xx_small.in1k,288,71.886,28.114,90.534,9.466,1.33,1.0,bicubic +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,71.8,28.2,90.81,9.19,6.34,0.9,bicubic +legacy_seresnet18.in1k,224,71.742,28.258,90.34,9.66,11.78,0.875,bicubic +fasternet_t0.in1k,224,71.732,28.268,90.074,9.926,3.91,1.0,bicubic +vgg16.tv_in1k,224,71.594,28.406,90.398,9.602,138.36,0.875,bilinear +vgg13_bn.tv_in1k,224,71.56,28.44,90.372,9.628,133.05,0.875,bilinear +resnet18.a1_in1k,224,71.504,28.496,90.086,9.914,11.69,0.95,bicubic +efficientvit_b0.r224_in1k,224,71.408,28.592,89.434,10.566,3.41,0.95,bicubic mobileone_s0.apple_in1k,224,71.398,28.602,89.864,10.136,5.29,0.875,bilinear -resnet14t.c3_in1k,176,71.318,28.682,89.680,10.320,10.08,0.875,bicubic -tinynet_c.in1k,184,71.224,28.776,89.746,10.254,2.46,0.875,bicubic -edgenext_xx_small.in1k,256,71.116,28.884,90.040,9.960,1.33,0.900,bicubic -resnet18.gluon_in1k,224,70.844,29.156,89.750,10.250,11.69,0.875,bicubic -efficientvit_m2.r224_in1k,224,70.800,29.200,90.160,9.840,4.19,0.875,bicubic -pvt_v2_b0.in1k,224,70.656,29.344,90.212,9.788,3.67,0.900,bicubic -resnet18.a2_in1k,224,70.634,29.366,89.486,10.514,11.69,0.950,bicubic -resnet34.a3_in1k,160,70.572,29.428,89.522,10.478,21.80,0.950,bicubic -vgg11_bn.tv_in1k,224,70.384,29.616,89.808,10.192,132.87,0.875,bilinear -regnety_002.pycls_in1k,224,70.294,29.706,89.534,10.466,3.16,0.875,bicubic -mobilevitv2_050.cvnets_in1k,256,70.158,29.842,89.936,10.064,1.37,0.888,bicubic -xcit_nano_12_p16_224.fb_in1k,224,69.982,30.018,89.782,10.218,3.05,1.000,bicubic -vgg13.tv_in1k,224,69.940,30.060,89.256,10.744,133.05,0.875,bilinear -resnet18.tv_in1k,224,69.752,30.248,89.080,10.920,11.69,0.875,bilinear -vgg11.tv_in1k,224,69.048,30.952,88.632,11.368,132.86,0.875,bilinear -repghostnet_058.in1k,224,68.934,31.066,88.386,11.614,2.55,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,68.928,31.072,88.940,11.060,1.27,0.900,bicubic -lcnet_075.ra2_in1k,224,68.784,31.216,88.388,11.612,2.36,0.875,bicubic -regnetx_002.pycls_in1k,224,68.760,31.240,88.564,11.436,2.68,0.875,bicubic -efficientvit_m1.r224_in1k,224,68.352,31.648,88.684,11.316,2.98,0.875,bicubic -resnet10t.c3_in1k,224,68.346,31.654,88.022,11.978,5.44,0.950,bicubic -resnet18.a3_in1k,224,68.246,31.754,88.158,11.842,11.69,0.950,bicubic -tf_mobilenetv3_small_100.in1k,224,67.932,32.068,87.684,12.316,2.54,0.875,bilinear +resnet14t.c3_in1k,176,71.318,28.682,89.68,10.32,10.08,0.875,bicubic +tinynet_c.in1k,184,71.214,28.786,89.746,10.254,2.46,0.875,bicubic +edgenext_xx_small.in1k,256,71.132,28.868,90.042,9.958,1.33,0.9,bicubic +resnet18.gluon_in1k,224,70.844,29.156,89.75,10.25,11.69,0.875,bicubic +efficientvit_m2.r224_in1k,224,70.796,29.204,90.152,9.848,4.19,0.875,bicubic +pvt_v2_b0.in1k,224,70.654,29.346,90.206,9.794,3.67,0.9,bicubic +resnet18.a2_in1k,224,70.634,29.366,89.486,10.514,11.69,0.95,bicubic +resnet34.a3_in1k,160,70.58,29.42,89.54,10.46,21.8,0.95,bicubic +vgg11_bn.tv_in1k,224,70.374,29.626,89.802,10.198,132.87,0.875,bilinear +regnety_002.pycls_in1k,224,70.288,29.712,89.544,10.456,3.16,0.875,bicubic +mobilevitv2_050.cvnets_in1k,256,70.156,29.844,89.93,10.07,1.37,0.888,bicubic +xcit_nano_12_p16_224.fb_in1k,224,69.982,30.018,89.78,10.22,3.05,1.0,bicubic +vgg13.tv_in1k,224,69.95,30.05,89.262,10.738,133.05,0.875,bilinear +resnet18.tv_in1k,224,69.752,30.248,89.082,10.918,11.69,0.875,bilinear +vgg11.tv_in1k,224,69.05,30.95,88.63,11.37,132.86,0.875,bilinear +repghostnet_058.in1k,224,68.938,31.062,88.386,11.614,2.55,0.875,bicubic +mobilevit_xxs.cvnets_in1k,256,68.936,31.064,88.942,11.058,1.27,0.9,bicubic +lcnet_075.ra2_in1k,224,68.786,31.214,88.384,11.616,2.36,0.875,bicubic +regnetx_002.pycls_in1k,224,68.758,31.242,88.568,11.432,2.68,0.875,bicubic +resnet10t.c3_in1k,224,68.354,31.646,88.034,11.966,5.44,0.95,bicubic +efficientvit_m1.r224_in1k,224,68.34,31.66,88.692,11.308,2.98,0.875,bicubic +resnet18.a3_in1k,224,68.25,31.75,88.172,11.828,11.69,0.95,bicubic dla60x_c.in1k,224,67.928,32.072,88.426,11.574,1.32,0.875,bilinear -mobilenetv3_small_100.lamb_in1k,224,67.638,32.362,87.650,12.350,2.54,0.875,bicubic -repghostnet_050.in1k,224,66.980,33.020,86.940,13.060,2.31,0.875,bicubic -tinynet_d.in1k,152,66.966,33.034,87.064,12.936,2.34,0.875,bicubic -resnet10t.c3_in1k,176,66.724,33.276,86.974,13.026,5.44,0.875,bicubic -mnasnet_small.lamb_in1k,224,66.196,33.804,86.472,13.528,2.03,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,67.922,32.078,87.686,12.314,2.54,0.875,bilinear +mobilenetv3_small_100.lamb_in1k,224,67.636,32.364,87.638,12.362,2.54,0.875,bicubic +repghostnet_050.in1k,224,66.978,33.022,86.936,13.064,2.31,0.875,bicubic +tinynet_d.in1k,152,66.936,33.064,87.078,12.922,2.34,0.875,bicubic +resnet10t.c3_in1k,176,66.724,33.276,86.976,13.024,5.44,0.875,bicubic +mnasnet_small.lamb_in1k,224,66.204,33.796,86.47,13.53,2.03,0.875,bicubic dla46x_c.in1k,224,66.008,33.992,86.946,13.054,1.07,0.875,bilinear -mobilenetv2_050.lamb_in1k,224,65.930,34.070,86.102,13.898,1.97,0.875,bicubic -tf_mobilenetv3_small_075.in1k,224,65.732,34.268,86.142,13.858,2.04,0.875,bilinear -resnet18.a3_in1k,160,65.664,34.336,86.278,13.722,11.69,0.950,bicubic -mobilenetv3_small_075.lamb_in1k,224,65.266,34.734,85.466,14.534,2.04,0.875,bicubic -dla46_c.in1k,224,64.880,35.120,86.330,13.670,1.30,0.875,bilinear -efficientvit_m0.r224_in1k,224,63.294,36.706,85.150,14.850,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,63.130,36.870,84.400,15.600,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,62.894,37.106,84.284,15.716,2.04,0.875,bilinear -tinynet_e.in1k,106,59.874,40.126,81.770,18.230,2.04,0.875,bicubic -mobilenetv3_small_050.lamb_in1k,224,57.924,42.076,80.142,19.858,1.59,0.875,bicubic -test_efficientnet.r160_in1k,160,46.424,53.576,70.958,29.042,0.36,0.875,bicubic -test_byobnet.r160_in1k,160,45.400,54.600,70.610,29.390,0.46,0.875,bicubic -test_vit.r160_in1k,160,40.832,59.168,67.206,32.794,0.37,0.875,bicubic +mobilenetv2_050.lamb_in1k,224,65.928,34.072,86.114,13.886,1.97,0.875,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,256,65.826,34.174,86.416,13.584,2.24,0.95,bicubic +tf_mobilenetv3_small_075.in1k,224,65.706,34.294,86.13,13.87,2.04,0.875,bilinear +resnet18.a3_in1k,160,65.67,34.33,86.268,13.732,11.69,0.95,bicubic +mobilenetv3_small_075.lamb_in1k,224,65.284,34.716,85.462,14.538,2.04,0.875,bicubic +dla46_c.in1k,224,64.88,35.12,86.33,13.67,1.3,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,224,64.778,35.222,85.5,14.5,2.24,0.875,bicubic +efficientvit_m0.r224_in1k,224,63.304,36.696,85.14,14.86,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,63.138,36.862,84.402,15.598,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,62.892,37.108,84.27,15.73,2.04,0.875,bilinear +tinynet_e.in1k,106,59.874,40.126,81.774,18.226,2.04,0.875,bicubic +mobilenetv3_small_050.lamb_in1k,224,57.918,42.082,80.144,19.856,1.59,0.875,bicubic +test_vit3.r160_in1k,160,56.908,43.092,80.748,19.252,0.93,0.95,bicubic +test_convnext2.r160_in1k,160,53.52,46.48,78.558,21.442,0.48,0.95,bicubic +test_convnext3.r160_in1k,160,53.302,46.698,78.326,21.674,0.47,0.95,bicubic +test_convnext.r160_in1k,160,47.774,52.226,74.166,25.834,0.27,0.95,bicubic +test_nfnet.r160_in1k,160,47.634,52.366,72.88,27.12,0.38,0.95,bicubic +test_efficientnet.r160_in1k,160,46.506,53.494,71.036,28.964,0.36,0.95,bicubic +test_efficientnet_evos.r160_in1k,160,46.504,53.496,71.022,28.978,0.36,0.95,bicubic +test_byobnet.r160_in1k,160,45.858,54.142,71.004,28.996,0.46,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,43.958,56.042,69.326,30.674,0.36,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,43.888,56.112,69.156,30.844,0.36,0.95,bicubic +test_vit2.r160_in1k,160,42.25,57.75,68.982,31.018,0.46,0.95,bicubic +test_resnet.r160_in1k,160,41.602,58.398,67.984,32.016,0.47,0.95,bilinear +test_vit.r160_in1k,160,40.982,59.018,67.382,32.618,0.37,0.95,bicubic +resmlp_12_224.fb_dino,224,0.136,99.864,0.64,99.36,15.35,0.875,bicubic +resmlp_24_224.fb_dino,224,0.102,99.898,0.522,99.478,30.02,0.875,bicubic diff --git a/results/results-imagenetv2-matched-frequency.csv b/results/results-imagenetv2-matched-frequency.csv index 4816b9b0be..e860dabb5f 100644 --- a/results/results-imagenetv2-matched-frequency.csv +++ b/results/results-imagenetv2-matched-frequency.csv @@ -1,1446 +1,1559 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,82.740,17.260,96.440,3.560,305.08,1.000,bicubic,-7.226,-2.576,+1 -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,82.720,17.280,96.550,3.450,305.08,1.000,bicubic,-7.334,-2.506,-1 -eva02_large_patch14_448.mim_m38m_ft_in1k,448,82.390,17.610,96.180,3.820,305.08,1.000,bicubic,-7.164,-2.744,+3 -eva02_large_patch14_448.mim_in22k_ft_in1k,448,82.190,17.810,96.320,3.680,305.08,1.000,bicubic,-7.442,-2.634,-1 -eva_giant_patch14_336.clip_ft_in1k,336,82.190,17.810,96.250,3.750,"1,013.01",1.000,bicubic,-7.272,-2.578,+3 -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,81.810,18.190,96.340,3.660,"1,014.45",1.000,bicubic,-7.986,-2.650,-3 -eva_giant_patch14_224.clip_ft_in1k,224,81.680,18.320,96.070,3.930,"1,012.56",0.900,bicubic,-7.206,-2.610,+2 -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,81.660,18.340,96.200,3.800,"1,013.01",1.000,bicubic,-7.910,-2.754,-3 -eva_large_patch14_336.in22k_ft_in1k,336,81.070,18.930,95.810,4.190,304.53,1.000,bicubic,-7.620,-2.900,+2 -beit_large_patch16_512.in22k_ft_in22k_in1k,512,80.820,19.180,95.860,4.140,305.67,1.000,bicubic,-7.758,-2.800,+7 -eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.780,19.220,95.990,4.010,304.53,1.000,bicubic,-8.470,-2.862,-3 -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,80.620,19.380,95.900,4.100,846.47,1.000,bicubic,-8.002,-2.818,+3 -tf_efficientnet_l2.ns_jft_in1k_475,475,80.520,19.480,95.630,4.370,480.31,0.936,bicubic,-7.730,-2.926,+14 -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,80.480,19.520,95.520,4.480,304.53,1.000,bicubic,-7.784,-3.008,+12 -regnety_1280.swag_ft_in1k,384,80.420,19.580,96.110,3.890,644.81,1.000,bicubic,-7.804,-2.588,+14 -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,80.410,19.590,95.210,4.790,304.43,0.950,bicubic,-7.996,-3.392,+3 -beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.270,19.730,95.610,4.390,305.00,1.000,bicubic,-8.112,-2.998,+3 -eva_large_patch14_196.in22k_ft_in22k_in1k,196,80.180,19.820,95.410,4.590,304.14,1.000,bicubic,-8.416,-3.252,-2 -eva_large_patch14_196.in22k_ft_in1k,196,80.150,19.850,95.390,4.610,304.14,1.000,bicubic,-7.806,-3.090,+18 -caformer_b36.sail_in22k_ft_in1k_384,384,80.140,19.860,95.440,4.560,98.75,1.000,bicubic,-7.926,-3.150,+14 -tf_efficientnet_l2.ns_jft_in1k,800,80.130,19.870,95.860,4.140,480.31,0.960,bicubic,-8.232,-2.796,0 -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,80.050,19.950,95.520,4.480,87.12,1.000,bicubic,-8.632,-3.208,-10 -maxvit_large_tf_512.in21k_ft_in1k,512,80.040,19.960,95.160,4.840,212.33,1.000,bicubic,-8.196,-3.448,+5 -maxvit_base_tf_512.in21k_ft_in1k,512,79.960,20.040,95.390,4.610,119.88,1.000,bicubic,-8.252,-3.148,+6 -maxvit_xlarge_tf_512.in21k_ft_in1k,512,79.830,20.170,95.400,4.600,475.77,1.000,bicubic,-8.710,-3.252,-7 -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.730,20.270,95.580,4.420,660.29,1.000,bicubic,-8.932,-3.154,-13 -vit_large_patch14_clip_224.openai_ft_in1k,224,79.660,20.340,94.960,5.040,304.20,1.000,bicubic,-8.200,-3.470,+15 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,79.620,20.380,95.260,4.740,200.13,1.000,bicubic,-8.714,-3.314,-6 -maxvit_xlarge_tf_384.in21k_ft_in1k,384,79.610,20.390,95.070,4.930,475.32,1.000,bicubic,-8.694,-3.470,-6 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,79.580,20.420,95.250,4.750,200.13,1.000,bicubic,-8.310,-3.198,+10 -eva02_base_patch14_448.mim_in22k_ft_in1k,448,79.530,20.470,95.170,4.830,87.12,1.000,bicubic,-8.736,-3.400,-6 -maxvit_large_tf_384.in21k_ft_in1k,384,79.510,20.490,95.070,4.930,212.03,1.000,bicubic,-8.486,-3.498,+2 -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,79.510,20.490,94.990,5.010,632.46,1.000,bicubic,-9.118,-3.680,-18 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,79.490,20.510,94.990,5.010,200.13,1.000,bicubic,-8.480,-3.484,+1 -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,79.490,20.510,94.910,5.090,632.05,1.000,bicubic,-8.134,-3.318,+13 -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,79.420,20.580,95.690,4.310,660.29,1.000,bicubic,-9.440,-3.050,-26 -beit_large_patch16_224.in22k_ft_in22k_in1k,224,79.360,20.640,94.930,5.070,304.43,0.900,bicubic,-8.128,-3.386,+13 -maxvit_base_tf_384.in21k_ft_in1k,384,79.330,20.670,95.020,4.980,119.65,1.000,bicubic,-8.598,-3.518,0 -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,79.270,20.730,95.140,4.860,632.05,1.000,bicubic,-9.008,-3.412,-15 -vit_large_patch14_clip_336.laion2b_ft_in1k,336,79.250,20.750,95.010,4.990,304.53,1.000,bicubic,-8.616,-3.344,+1 -convformer_b36.sail_in22k_ft_in1k_384,384,79.230,20.770,94.890,5.110,99.88,1.000,bicubic,-8.372,-3.542,+7 -deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.210,20.790,95.060,4.940,304.76,1.000,bicubic,-8.524,-3.448,+3 -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,79.200,20.800,94.880,5.120,632.13,1.000,bicubic,-7.980,-3.384,+22 -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,79.190,20.810,94.680,5.320,116.14,1.000,bicubic,-8.622,-3.688,-1 -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,79.150,20.850,94.890,5.110,304.20,1.000,bicubic,-9.012,-3.650,-12 -caformer_m36.sail_in22k_ft_in1k_384,384,79.120,20.880,94.780,5.220,56.20,1.000,bicubic,-8.352,-3.528,+7 -caformer_b36.sail_in22k_ft_in1k,224,78.920,21.080,94.680,5.320,98.75,1.000,bicubic,-8.520,-3.652,+8 -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.860,21.140,94.830,5.170,304.53,1.000,bicubic,-9.332,-3.740,-17 -convnext_xlarge.fb_in22k_ft_in1k_384,384,78.810,21.190,95.110,4.890,350.20,1.000,bicubic,-8.956,-3.444,-5 -convnext_large.fb_in22k_ft_in1k_384,384,78.700,21.300,94.870,5.130,197.77,1.000,bicubic,-8.756,-3.510,+4 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,78.670,21.330,94.570,5.430,200.13,1.000,bicubic,-8.666,-3.652,+9 -deit3_large_patch16_224.fb_in22k_ft_in1k,224,78.650,21.350,94.740,5.260,304.37,1.000,bicubic,-8.336,-3.500,+22 -hiera_huge_224.mae_in1k_ft_in1k,224,78.630,21.370,93.830,6.170,672.78,0.900,bicubic,-8.204,-4.180,+31 -beitv2_large_patch16_224.in1k_ft_in1k,224,78.600,21.400,94.190,5.810,304.43,0.950,bicubic,-8.814,-4.026,+3 -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.510,21.490,94.680,5.320,304.20,1.000,bicubic,-9.388,-3.728,-16 -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,78.480,21.520,94.340,5.660,73.88,1.000,bicubic,-8.922,-3.968,+2 -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,78.420,21.580,94.710,5.290,87.92,1.000,bicubic,-8.720,-3.518,+10 -vit_large_patch14_clip_224.laion2b_ft_in1k,224,78.410,21.590,94.570,5.430,304.20,1.000,bicubic,-8.888,-3.668,+4 -caformer_s36.sail_in22k_ft_in1k_384,384,78.370,21.630,94.310,5.690,39.30,1.000,bicubic,-8.494,-3.912,+22 -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,78.340,21.660,94.360,5.640,196.74,1.000,bicubic,-8.798,-3.870,+8 -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,78.310,21.690,94.640,5.360,196.74,1.000,bicubic,-9.164,-3.624,-9 -regnety_320.swag_ft_in1k,384,78.300,21.700,95.160,4.840,145.05,1.000,bicubic,-8.560,-3.196,+20 -convnext_xlarge.fb_in22k_ft_in1k,288,78.280,21.720,94.530,5.470,350.20,1.000,bicubic,-9.094,-3.800,-4 -convformer_m36.sail_in22k_ft_in1k_384,384,78.240,21.760,94.310,5.690,57.05,1.000,bicubic,-8.628,-3.816,+16 -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,78.160,21.840,94.230,5.770,64.27,1.000,bicubic,-9.276,-4.028,-9 -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,78.150,21.850,94.420,5.580,116.09,1.000,bicubic,-9.328,-3.954,-17 -volo_d5_512.sail_in1k,512,78.150,21.850,94.230,5.770,296.09,1.150,bicubic,-8.916,-3.744,+4 -convformer_b36.sail_in22k_ft_in1k,224,78.150,21.850,94.190,5.810,99.88,1.000,bicubic,-8.834,-3.968,+8 -convnext_large.fb_in22k_ft_in1k,288,78.070,21.930,94.390,5.610,197.77,1.000,bicubic,-8.944,-3.822,+3 -convnextv2_huge.fcmae_ft_in1k,288,78.050,21.950,94.040,5.960,660.29,1.000,bicubic,-8.568,-3.928,+25 -deit3_base_patch16_384.fb_in22k_ft_in1k,384,77.950,22.050,94.220,5.780,86.88,1.000,bicubic,-8.794,-3.890,+20 -tf_efficientnet_b7.ns_jft_in1k,600,77.940,22.060,94.330,5.670,66.35,0.949,bicubic,-8.912,-3.750,+11 -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,77.930,22.070,94.040,5.960,116.14,0.950,bicubic,-8.978,-3.964,+6 -volo_d5_448.sail_in1k,448,77.920,22.080,94.130,5.870,295.91,1.150,bicubic,-9.058,-3.798,+2 -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,77.910,22.090,93.990,6.010,196.74,0.900,bicubic,-9.024,-4.114,+3 -convnextv2_large.fcmae_ft_in22k_in1k_384,384,77.890,22.110,94.630,5.370,197.96,1.000,bicubic,-10.288,-3.888,-44 -convnext_xlarge.fb_in22k_ft_in1k,224,77.880,22.120,94.000,6.000,350.20,0.875,bicubic,-9.090,-4.204,0 -caformer_m36.sail_in22k_ft_in1k,224,77.870,22.130,93.970,6.030,56.20,1.000,bicubic,-8.738,-4.068,+19 -vit_large_patch16_384.augreg_in21k_ft_in1k,384,77.810,22.190,94.290,5.710,304.72,1.000,bicubic,-9.284,-4.016,-10 -convnext_base.fb_in22k_ft_in1k_384,384,77.790,22.210,94.170,5.830,88.59,1.000,bicubic,-9.036,-4.074,+5 -beit_base_patch16_384.in22k_ft_in22k_in1k,384,77.770,22.230,94.320,5.680,86.74,1.000,bicubic,-9.046,-3.816,+5 -nextvit_base.bd_ssld_6m_in1k_384,384,77.760,22.240,94.160,5.840,44.82,1.000,bicubic,-8.604,-3.880,+38 -volo_d4_448.sail_in1k,448,77.750,22.250,93.920,6.080,193.41,1.150,bicubic,-9.040,-3.960,+5 -nextvit_large.bd_ssld_6m_in1k_384,384,77.730,22.270,94.360,5.640,57.87,1.000,bicubic,-8.812,-3.772,+18 -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,77.650,22.350,94.070,5.930,149.39,1.000,bicubic,-9.658,-4.264,-24 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,77.630,22.370,94.330,5.670,88.59,1.000,bicubic,-9.520,-3.898,-20 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,77.590,22.410,94.060,5.940,93.59,1.000,bicubic,-9.132,-4.122,+5 -tf_efficientnetv2_xl.in21k_ft_in1k,512,77.590,22.410,93.800,6.200,208.12,1.000,bicubic,-9.158,-4.214,+2 -regnety_1280.swag_lc_in1k,224,77.560,22.440,94.480,5.520,644.81,0.965,bicubic,-8.406,-3.372,+67 -convnext_large.fb_in22k_ft_in1k,224,77.560,22.440,93.970,6.030,197.77,0.875,bicubic,-9.052,-4.066,+7 -convnextv2_base.fcmae_ft_in22k_in1k_384,384,77.510,22.490,94.350,5.650,88.72,1.000,bicubic,-10.128,-4.066,-45 -caformer_b36.sail_in1k_384,384,77.480,22.520,93.540,6.460,98.75,1.000,bicubic,-8.924,-4.284,+22 -convformer_m36.sail_in22k_ft_in1k,224,77.470,22.530,93.810,6.190,57.05,1.000,bicubic,-8.682,-4.042,+46 -maxvit_base_tf_512.in1k,512,77.460,22.540,93.900,6.100,119.88,1.000,bicubic,-9.138,-4.026,+6 -convnext_base.clip_laiona_augreg_ft_in1k_384,384,77.450,22.550,93.920,6.080,88.59,1.000,bicubic,-9.038,-4.042,+14 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,77.450,22.550,93.780,6.220,93.59,0.950,bicubic,-9.086,-4.314,+8 -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,77.410,22.590,93.540,6.460,73.88,0.950,bicubic,-9.130,-4.356,+6 -efficientvit_l3.r384_in1k,384,77.410,22.590,93.300,6.700,246.04,1.000,bicubic,-8.988,-4.334,+17 -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,77.380,22.620,94.320,5.680,87.90,1.000,bicubic,-9.058,-3.748,+13 -tf_efficientnetv2_l.in21k_ft_in1k,480,77.380,22.620,94.230,5.770,118.52,1.000,bicubic,-9.422,-3.906,-12 -hgnetv2_b6.ssld_stage2_ft_in1k,288,77.360,22.640,94.240,5.760,75.26,1.000,bicubic,-9.024,-3.698,+15 -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,77.360,22.640,93.680,6.320,60.60,1.000,bicubic,-9.242,-4.342,-2 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,77.340,22.660,93.810,6.190,93.59,1.000,bicubic,-9.178,-4.226,+3 -hgnetv2_b6.ssld_stage1_in22k_in1k,288,77.320,22.680,94.230,5.770,75.26,1.000,bicubic,-8.978,-3.858,+19 -convnextv2_large.fcmae_ft_in22k_in1k,288,77.280,22.720,94.230,5.770,197.96,1.000,bicubic,-10.214,-4.130,-56 -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,77.270,22.730,94.030,5.970,86.53,0.900,bicubic,-9.224,-4.026,+2 -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,77.270,22.730,94.020,5.980,87.92,0.900,bicubic,-9.006,-3.888,+18 -efficientvit_l3.r320_in1k,320,77.260,22.740,93.150,6.850,246.04,1.000,bicubic,-8.970,-4.306,+20 -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,77.240,22.760,93.660,6.340,86.86,1.000,bicubic,-9.972,-4.368,-45 -caformer_m36.sail_in1k_384,384,77.240,22.760,93.630,6.370,56.20,1.000,bicubic,-8.920,-4.186,+27 -maxvit_large_tf_512.in1k,512,77.230,22.770,93.700,6.300,212.33,1.000,bicubic,-9.304,-4.180,-7 -convnextv2_huge.fcmae_ft_in1k,224,77.230,22.770,93.580,6.420,660.29,0.875,bicubic,-9.030,-4.172,+15 -convnextv2_large.fcmae_ft_in22k_in1k,224,77.210,22.790,93.970,6.030,197.96,0.875,bicubic,-10.054,-4.274,-50 -volo_d3_448.sail_in1k,448,77.190,22.810,94.030,5.970,86.63,1.000,bicubic,-9.322,-3.680,-8 -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,77.190,22.810,93.770,6.230,196.53,0.900,bicubic,-9.140,-4.112,+7 -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,77.190,22.810,93.600,6.400,64.11,0.950,bicubic,-9.018,-4.282,+16 -tf_efficientnet_b6.ns_jft_in1k,528,77.180,22.820,93.800,6.200,43.04,0.942,bicubic,-9.296,-4.068,-6 -regnety_160.swag_ft_in1k,384,77.160,22.840,94.560,5.440,83.59,1.000,bicubic,-8.858,-3.490,+34 -convnextv2_base.fcmae_ft_in22k_in1k,288,77.150,22.850,94.080,5.920,88.72,1.000,bicubic,-9.848,-4.084,-46 -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,77.140,22.860,93.780,6.220,64.11,0.950,bicubic,-9.464,-4.156,-22 -coatnet_2_rw_224.sw_in12k_ft_in1k,224,77.100,22.900,93.610,6.390,73.87,0.950,bicubic,-9.480,-4.286,-20 -vit_base_patch16_clip_384.laion2b_ft_in1k,384,77.070,22.930,93.870,6.130,86.86,1.000,bicubic,-9.568,-4.138,-28 -convnextv2_base.fcmae_ft_in22k_in1k,224,77.030,22.970,93.590,6.410,88.72,0.875,bicubic,-9.722,-4.430,-34 -hgnetv2_b6.ssld_stage2_ft_in1k,224,77.000,23.000,93.880,6.120,75.26,0.965,bicubic,-9.206,-3.930,+9 -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,76.990,23.010,93.750,6.250,86.86,0.950,bicubic,-10.038,-4.444,-54 -convnext_base.fb_in22k_ft_in1k,288,76.960,23.040,93.950,6.050,88.59,1.000,bicubic,-9.338,-3.990,-4 -vit_base_patch16_clip_384.openai_ft_in1k,384,76.920,23.080,93.680,6.320,86.86,1.000,bicubic,-9.298,-4.206,+3 -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,76.900,23.100,93.680,6.320,329.09,1.000,bicubic,-9.284,-3.994,+7 -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,76.890,23.110,93.560,6.440,116.09,0.950,bicubic,-9.748,-4.454,-36 -maxvit_large_tf_384.in1k,384,76.850,23.150,93.450,6.550,212.03,1.000,bicubic,-9.386,-4.240,-3 -hiera_large_224.mae_in1k_ft_in1k,224,76.850,23.150,93.200,6.800,213.74,0.900,bicubic,-9.194,-4.448,+18 -cait_m48_448.fb_dist_in1k,448,76.840,23.160,93.420,6.580,356.46,1.000,bicubic,-9.642,-4.326,-22 -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,76.830,23.170,93.640,6.360,86.58,0.900,bicubic,-9.398,-4.200,-4 -convformer_s36.sail_in22k_ft_in1k_384,384,76.810,23.190,94.080,5.920,40.01,1.000,bicubic,-9.570,-3.896,-16 -hgnetv2_b6.ssld_stage1_in22k_in1k,224,76.790,23.210,93.860,6.140,75.26,0.965,bicubic,-9.262,-3.946,+13 -hgnet_base.ssld_in1k,288,76.780,23.220,93.480,6.520,71.58,1.000,bicubic,-8.692,-4.154,+67 -tf_efficientnetv2_m.in21k_ft_in1k,480,76.750,23.250,93.600,6.400,54.14,1.000,bicubic,-9.264,-4.356,+16 -xcit_large_24_p8_384.fb_dist_in1k,384,76.750,23.250,93.110,6.890,188.93,1.000,bicubic,-9.276,-4.580,+13 -caformer_s36.sail_in22k_ft_in1k,224,76.740,23.260,93.570,6.430,39.30,1.000,bicubic,-9.048,-4.258,+35 -deit3_large_patch16_384.fb_in1k,384,76.730,23.270,93.340,6.660,304.76,1.000,bicubic,-9.088,-4.262,+30 -regnety_160.sw_in12k_ft_in1k,288,76.710,23.290,93.770,6.230,83.59,1.000,bicubic,-9.322,-4.060,+9 -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,76.690,23.310,93.210,6.790,468.53,0.875,bilinear,-8.408,-4.232,+104 -efficientvit_l2.r384_in1k,384,76.680,23.320,93.100,6.900,63.71,1.000,bicubic,-9.302,-4.414,+13 -tf_efficientnet_b5.ns_jft_in1k,456,76.670,23.330,93.500,6.500,30.39,0.934,bicubic,-9.432,-4.250,-2 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,76.660,23.340,94.010,5.990,88.59,1.000,bicubic,-9.726,-3.966,-29 -convnextv2_large.fcmae_ft_in1k,288,76.650,23.350,93.610,6.390,197.96,1.000,bicubic,-9.476,-4.208,-6 -volo_d5_224.sail_in1k,224,76.600,23.400,93.360,6.640,295.46,0.960,bicubic,-9.478,-4.218,-2 -deit3_base_patch16_224.fb_in22k_ft_in1k,224,76.560,23.440,93.560,6.440,86.59,1.000,bicubic,-9.168,-4.048,+31 -maxvit_base_tf_384.in1k,384,76.560,23.440,93.490,6.510,119.65,1.000,bicubic,-9.734,-4.314,-24 -tiny_vit_21m_512.dist_in22k_ft_in1k,512,76.560,23.440,93.460,6.540,21.27,1.000,bicubic,-9.892,-4.424,-37 -regnety_160.lion_in12k_ft_in1k,288,76.530,23.470,93.830,6.170,83.59,1.000,bicubic,-9.480,-4.016,+3 -maxvit_small_tf_512.in1k,512,76.520,23.480,93.220,6.780,69.13,1.000,bicubic,-9.584,-4.538,-12 -rdnet_large.nv_in1k_ft_in1k_384,384,76.520,23.480,93.080,6.920,186.27,1.000,bicubic,-9.328,-4.604,+14 -nextvit_small.bd_ssld_6m_in1k_384,384,76.460,23.540,93.870,6.130,31.76,1.000,bicubic,-9.496,-4.030,+4 -beitv2_base_patch16_224.in1k_ft_in1k,224,76.460,23.540,92.900,7.100,86.53,0.900,bicubic,-9.136,-4.614,+36 -efficientvit_l3.r256_in1k,256,76.450,23.550,92.620,7.380,246.04,1.000,bicubic,-9.504,-4.718,+5 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,76.440,23.560,93.420,6.580,93.59,0.875,bicubic,-9.516,-4.404,+3 -convnext_base.clip_laion2b_augreg_ft_in1k,256,76.420,23.580,93.580,6.420,88.59,1.000,bicubic,-9.764,-4.348,-22 -convformer_m36.sail_in1k_384,384,76.410,23.590,93.100,6.900,57.05,1.000,bicubic,-9.170,-4.448,+33 -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,76.410,23.590,92.900,7.100,60.40,0.950,bicubic,-9.318,-4.846,+23 -cait_m36_384.fb_dist_in1k,384,76.370,23.630,93.030,6.970,271.22,1.000,bicubic,-9.694,-4.702,-15 -caformer_s36.sail_in1k_384,384,76.360,23.640,93.430,6.570,39.30,1.000,bicubic,-9.396,-4.238,+17 -convnext_small.in12k_ft_in1k_384,384,76.350,23.650,93.360,6.640,50.22,1.000,bicubic,-9.836,-4.560,-29 -xcit_medium_24_p8_384.fb_dist_in1k,384,76.300,23.700,92.990,7.010,84.32,1.000,bicubic,-9.542,-4.612,+3 -tiny_vit_21m_384.dist_in22k_ft_in1k,384,76.290,23.710,93.020,6.980,21.23,1.000,bicubic,-9.804,-4.692,-21 -efficientvit_l2.r288_in1k,288,76.270,23.730,92.800,7.200,63.71,1.000,bicubic,-9.344,-4.560,+22 -nextvit_large.bd_ssld_6m_in1k,224,76.260,23.740,93.330,6.670,57.87,0.950,bicubic,-9.264,-4.346,+31 -convformer_b36.sail_in1k_384,384,76.250,23.750,92.750,7.250,99.88,1.000,bicubic,-9.528,-4.770,+7 -volo_d2_384.sail_in1k,384,76.240,23.760,93.170,6.830,58.87,1.000,bicubic,-9.818,-4.414,-22 -hgnetv2_b5.ssld_stage1_in22k_in1k,288,76.210,23.790,93.360,6.640,39.57,1.000,bicubic,-8.714,-4.154,+98 -vit_large_patch16_224.augreg_in21k_ft_in1k,224,76.180,23.820,93.510,6.490,304.33,0.900,bicubic,-9.670,-4.316,-7 -maxvit_tiny_tf_512.in1k,512,76.180,23.820,93.060,6.940,31.05,1.000,bicubic,-9.480,-4.532,+14 -convnext_small.fb_in22k_ft_in1k_384,384,76.170,23.830,93.590,6.410,50.22,1.000,bicubic,-9.584,-4.292,+7 -tf_efficientnetv2_l.in21k_ft_in1k,384,76.170,23.830,93.350,6.650,118.52,1.000,bicubic,-9.662,-4.420,-5 -convnext_base.fb_in22k_ft_in1k,224,76.160,23.840,93.350,6.650,88.59,0.875,bicubic,-9.656,-4.504,-4 -dm_nfnet_f6.dm_in1k,576,76.160,23.840,93.200,6.800,438.36,0.956,bicubic,-10.212,-4.692,-57 -vit_base_patch16_384.augreg_in21k_ft_in1k,384,76.150,23.850,93.590,6.410,86.86,1.000,bicubic,-9.856,-4.410,-22 -regnety_160.lion_in12k_ft_in1k,224,76.130,23.870,93.300,6.700,83.59,0.950,bicubic,-9.472,-4.368,+10 -volo_d4_224.sail_in1k,224,76.130,23.870,93.080,6.920,192.96,0.960,bicubic,-9.742,-4.376,-15 -caformer_s18.sail_in22k_ft_in1k_384,384,76.090,23.910,93.630,6.370,26.34,1.000,bicubic,-9.334,-3.952,+28 -vit_base_patch16_clip_224.openai_ft_in1k,224,76.090,23.910,93.020,6.980,86.57,0.900,bicubic,-9.196,-4.420,+39 -convnextv2_large.fcmae_ft_in1k,224,76.080,23.920,93.140,6.860,197.96,0.875,bicubic,-9.682,-4.446,-6 -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,76.080,23.920,92.930,7.070,86.57,0.950,bicubic,-10.130,-4.826,-51 -flexivit_large.1200ep_in1k,240,76.050,23.950,93.010,6.990,304.36,0.950,bicubic,-9.594,-4.536,+3 -xcit_large_24_p8_224.fb_dist_in1k,224,76.050,23.950,92.710,7.290,188.93,1.000,bicubic,-9.352,-4.708,+28 -regnety_160.sw_in12k_ft_in1k,224,76.040,23.960,93.050,6.950,83.59,0.950,bicubic,-9.554,-4.618,+5 -flexivit_large.600ep_in1k,240,76.020,23.980,92.790,7.210,304.36,0.950,bicubic,-9.510,-4.704,+10 -maxvit_small_tf_384.in1k,384,76.020,23.980,92.610,7.390,69.02,1.000,bicubic,-9.514,-4.848,+8 -cait_s36_384.fb_dist_in1k,384,76.010,23.990,92.920,7.080,68.37,1.000,bicubic,-9.448,-4.560,+15 -tf_efficientnetv2_l.in1k,480,76.000,24.000,93.040,6.960,118.52,1.000,bicubic,-9.660,-4.432,-4 -tf_efficientnet_b7.ap_in1k,600,75.990,24.010,92.930,7.070,66.35,0.949,bicubic,-9.142,-4.326,+50 -efficientvit_l3.r224_in1k,224,75.960,24.040,92.460,7.540,246.04,1.000,bicubic,-9.852,-4.750,-20 -tf_efficientnet_b8.ap_in1k,672,75.950,24.050,92.650,7.350,87.41,0.954,bicubic,-9.416,-4.648,+23 -convformer_s36.sail_in1k_384,384,75.940,24.060,93.070,6.930,40.01,1.000,bicubic,-9.440,-4.400,+20 -tf_efficientnetv2_xl.in21k_ft_in1k,384,75.900,24.100,92.820,7.180,208.12,1.000,bicubic,-9.662,-4.630,-1 -hgnet_base.ssld_in1k,224,75.890,24.110,92.790,7.210,71.58,0.965,bicubic,-9.022,-4.550,+74 -hgnetv2_b5.ssld_stage2_ft_in1k,288,75.880,24.120,93.520,6.480,39.57,1.000,bicubic,-9.270,-4.080,+40 -dm_nfnet_f6.dm_in1k,448,75.880,24.120,93.000,7.000,438.36,0.956,bicubic,-10.274,-4.768,-59 -dm_nfnet_f4.dm_in1k,512,75.850,24.150,92.990,7.010,316.07,0.951,bicubic,-10.010,-4.662,-35 -efficientvit_l2.r256_in1k,256,75.850,24.150,92.490,7.510,63.71,1.000,bicubic,-9.518,-4.766,+15 -eva02_small_patch14_336.mim_in22k_ft_in1k,336,75.840,24.160,92.790,7.210,22.13,1.000,bicubic,-9.920,-4.820,-23 -vit_base_patch8_224.augreg_in21k_ft_in1k,224,75.830,24.170,93.390,6.610,86.58,0.900,bicubic,-10.006,-4.384,-36 -xcit_large_24_p16_384.fb_dist_in1k,384,75.830,24.170,92.780,7.220,189.10,1.000,bicubic,-9.946,-4.748,-27 -flexivit_large.300ep_in1k,240,75.830,24.170,92.670,7.330,304.36,0.950,bicubic,-9.452,-4.734,+18 -xcit_small_24_p8_384.fb_dist_in1k,384,75.810,24.190,92.960,7.040,47.63,1.000,bicubic,-9.772,-4.612,-13 -deit3_huge_patch14_224.fb_in1k,224,75.800,24.200,92.730,7.270,632.13,0.900,bicubic,-9.422,-4.636,+22 -convformer_s36.sail_in22k_ft_in1k,224,75.790,24.210,93.330,6.670,40.01,1.000,bicubic,-9.634,-4.144,+3 -efficientnet_b5.sw_in12k_ft_in1k,448,75.780,24.220,93.160,6.840,30.39,1.000,bicubic,-10.112,-4.582,-46 -vit_base_patch16_clip_224.laion2b_ft_in1k,224,75.750,24.250,92.890,7.110,86.57,1.000,bicubic,-9.744,-4.682,-8 -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,75.720,24.280,92.930,7.070,86.57,0.950,bicubic,-10.242,-4.788,-52 -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,75.710,24.290,92.940,7.060,39.03,0.950,bicubic,-9.844,-4.700,-16 -beit_base_patch16_224.in22k_ft_in22k_in1k,224,75.700,24.300,93.430,6.570,86.53,0.900,bicubic,-9.544,-4.222,+11 -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,75.700,24.300,93.210,6.790,87.77,0.900,bicubic,-9.570,-4.358,+10 -volo_d1_384.sail_in1k,384,75.700,24.300,92.990,7.010,26.78,1.000,bicubic,-9.566,-4.228,+10 -volo_d3_224.sail_in1k,224,75.690,24.310,92.980,7.020,86.33,0.960,bicubic,-9.752,-4.296,-9 -caformer_b36.sail_in1k,224,75.690,24.310,92.680,7.320,98.75,1.000,bicubic,-9.812,-4.636,-17 -hgnetv2_b5.ssld_stage1_in22k_in1k,224,75.680,24.320,92.730,7.270,39.57,0.965,bicubic,-8.776,-4.098,+102 -xcit_medium_24_p8_224.fb_dist_in1k,224,75.660,24.340,92.780,7.220,84.32,1.000,bicubic,-9.416,-4.494,+32 -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,75.650,24.350,92.940,7.060,194.03,0.875,bilinear,-8.514,-4.248,+146 -regnety_120.sw_in12k_ft_in1k,288,75.630,24.370,92.940,7.060,51.82,1.000,bicubic,-9.812,-4.632,-15 -hgnetv2_b5.ssld_stage2_ft_in1k,224,75.610,24.390,92.900,7.100,39.57,0.965,bicubic,-9.200,-4.400,+60 -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,75.610,24.390,92.830,7.170,88.34,1.000,bicubic,-10.190,-4.802,-49 -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,75.600,24.400,92.490,7.510,60.40,0.950,bicubic,-9.824,-5.222,-12 -hiera_base_plus_224.mae_in1k_ft_in1k,224,75.580,24.420,92.470,7.530,69.90,0.900,bicubic,-9.554,-4.688,+16 -hrnet_w48_ssld.paddle_in1k,288,75.570,24.430,92.850,7.150,77.47,1.000,bilinear,-8.914,-4.376,+89 -convnextv2_base.fcmae_ft_in1k,288,75.560,24.440,92.830,7.170,88.72,1.000,bicubic,-9.930,-4.550,-24 -caformer_m36.sail_in1k,224,75.560,24.440,92.350,7.650,56.20,1.000,bicubic,-9.680,-4.856,-1 -convnext_small.fb_in22k_ft_in1k,288,75.540,24.460,93.200,6.800,50.22,1.000,bicubic,-9.736,-4.478,-7 -regnety_320.swag_lc_in1k,224,75.520,24.480,93.800,6.200,145.05,0.965,bicubic,-9.112,-3.684,+68 -tf_efficientnet_b4.ns_jft_in1k,380,75.520,24.480,92.850,7.150,19.34,0.922,bicubic,-9.656,-4.478,+4 -nextvit_base.bd_ssld_6m_in1k,224,75.500,24.500,93.180,6.820,44.82,0.950,bicubic,-9.682,-4.414,+2 -regnetz_e8.ra3_in1k,320,75.470,24.530,92.550,7.450,57.70,1.000,bicubic,-9.570,-4.732,+21 -inception_next_base.sail_in1k_384,384,75.470,24.530,92.530,7.470,86.67,1.000,bicubic,-9.730,-4.894,-3 -volo_d2_224.sail_in1k,224,75.470,24.530,92.480,7.520,58.68,0.960,bicubic,-9.732,-4.706,-2 -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.460,24.540,92.680,7.320,88.79,0.875,bilinear,-8.822,-4.494,+115 -dm_nfnet_f3.dm_in1k,416,75.430,24.570,92.900,7.100,254.92,0.940,bicubic,-10.242,-4.678,-52 -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,75.420,24.580,92.740,7.260,98.95,1.000,bicubic,-9.574,-4.564,+21 -dm_nfnet_f5.dm_in1k,544,75.410,24.590,92.770,7.230,377.21,0.954,bicubic,-10.690,-4.916,-95 -deit_base_distilled_patch16_384.fb_in1k,384,75.400,24.600,92.520,7.480,87.63,1.000,bicubic,-10.028,-4.808,-31 -cait_s24_384.fb_dist_in1k,384,75.380,24.620,92.520,7.480,47.06,1.000,bicubic,-9.662,-4.830,+13 -tf_efficientnet_b6.ap_in1k,528,75.370,24.630,92.300,7.700,43.04,0.942,bicubic,-9.422,-4.834,+42 -tf_efficientnetv2_m.in21k_ft_in1k,384,75.340,24.660,92.660,7.340,54.14,1.000,bicubic,-9.428,-4.780,+44 -tf_efficientnetv2_l.in1k,384,75.330,24.670,92.330,7.670,118.52,1.000,bicubic,-9.866,-4.946,-11 -convnext_small.in12k_ft_in1k,224,75.320,24.680,92.800,7.200,50.22,0.950,bicubic,-9.844,-4.702,-8 -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,75.320,24.680,92.690,7.310,88.30,1.000,bicubic,-10.090,-4.970,-34 -hgnet_small.ssld_in1k,288,75.320,24.680,92.660,7.340,24.36,1.000,bicubic,-9.058,-4.470,+94 -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,75.310,24.690,93.270,6.730,86.57,0.900,bicubic,-9.800,-4.268,-5 -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,75.290,24.710,92.410,7.590,38.88,0.950,bicubic,-9.654,-4.978,+14 -dm_nfnet_f4.dm_in1k,384,75.280,24.720,92.450,7.550,316.07,0.951,bicubic,-10.216,-5.040,-49 -dm_nfnet_f5.dm_in1k,416,75.270,24.730,92.490,7.510,377.21,0.954,bicubic,-10.446,-5.062,-67 -efficientvit_l2.r224_in1k,224,75.260,24.740,92.010,7.990,63.71,1.000,bicubic,-9.784,-5.088,+1 -caformer_s18.sail_in1k_384,384,75.230,24.770,92.640,7.360,26.34,1.000,bicubic,-9.806,-4.720,+3 -coat_lite_medium_384.in1k,384,75.210,24.790,92.210,7.790,44.57,1.000,bicubic,-9.684,-5.166,+19 -nextvit_small.bd_ssld_6m_in1k,224,75.200,24.800,92.820,7.180,31.76,0.950,bicubic,-9.656,-4.560,+23 -xcit_medium_24_p16_384.fb_dist_in1k,384,75.190,24.810,92.320,7.680,84.40,1.000,bicubic,-10.244,-5.088,-48 -tf_efficientnetv2_m.in1k,480,75.140,24.860,92.630,7.370,54.14,1.000,bicubic,-10.070,-4.734,-27 -deit3_small_patch16_384.fb_in22k_ft_in1k,384,75.130,24.870,92.810,7.190,22.21,1.000,bicubic,-9.712,-4.672,+20 -efficientnetv2_rw_m.agc_in1k,416,75.130,24.870,92.540,7.460,53.24,1.000,bicubic,-9.694,-4.610,+23 -regnety_2560.seer_ft_in1k,384,75.100,24.900,92.710,7.290,"1,282.60",1.000,bicubic,-10.046,-4.734,-20 -rdnet_large.nv_in1k,224,75.100,24.900,92.140,7.860,186.27,0.900,bicubic,-9.694,-5.014,+22 -dm_nfnet_f2.dm_in1k,352,75.080,24.920,92.300,7.700,193.78,0.920,bicubic,-10.096,-5.188,-26 -deit3_large_patch16_224.fb_in1k,224,75.070,24.930,92.220,7.780,304.37,0.900,bicubic,-9.708,-4.826,+23 -convformer_s18.sail_in22k_ft_in1k_384,384,75.050,24.950,93.020,6.980,26.77,1.000,bicubic,-9.976,-4.560,-7 -xcit_small_12_p8_384.fb_dist_in1k,384,75.040,24.960,92.450,7.550,26.21,1.000,bicubic,-10.032,-4.812,-14 -mvitv2_large.fb_in1k,224,75.040,24.960,92.270,7.730,217.99,0.900,bicubic,-10.224,-4.918,-40 -tiny_vit_21m_224.dist_in22k_ft_in1k,224,75.010,24.990,92.560,7.440,21.20,0.950,bicubic,-10.078,-4.796,-18 -convnextv2_base.fcmae_ft_in1k,224,74.990,25.010,92.290,7.710,88.72,0.875,bicubic,-9.898,-4.790,+6 -xcit_small_24_p8_224.fb_dist_in1k,224,74.980,25.020,92.400,7.600,47.63,1.000,bicubic,-9.896,-4.800,+6 -convnext_small.in12k_ft_in1k,288,74.970,25.030,92.610,7.390,50.22,1.000,bicubic,-10.354,-4.944,-51 -regnety_120.sw_in12k_ft_in1k,224,74.910,25.090,92.590,7.410,51.82,0.950,bicubic,-10.076,-4.832,-11 -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,74.910,25.090,92.390,7.610,34.36,0.950,bicubic,-9.990,-4.864,+1 -efficientnetv2_rw_m.agc_in1k,320,74.900,25.100,92.090,7.910,53.24,1.000,bicubic,-9.394,-4.786,+75 -convnext_large.fb_in1k,288,74.900,25.100,92.080,7.920,197.77,1.000,bicubic,-9.962,-5.130,+4 -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,74.890,25.110,91.940,8.060,41.72,0.950,bicubic,-10.050,-5.028,-11 -ecaresnet269d.ra2_in1k,352,74.870,25.130,92.770,7.230,102.09,1.000,bicubic,-10.102,-4.454,-14 -maxvit_tiny_tf_384.in1k,384,74.870,25.130,92.380,7.620,30.98,1.000,bicubic,-10.232,-4.938,-32 -convformer_b36.sail_in1k,224,74.840,25.160,91.640,8.360,99.88,1.000,bicubic,-9.990,-5.310,+2 -convnext_small.fb_in22k_ft_in1k,224,74.800,25.200,92.900,7.100,50.22,0.875,bicubic,-9.782,-4.514,+24 -ecaresnet269d.ra2_in1k,320,74.800,25.200,92.440,7.560,102.09,0.950,bicubic,-9.920,-4.742,+11 -convnext_tiny.in12k_ft_in1k_384,384,74.790,25.210,92.830,7.170,28.59,1.000,bicubic,-10.364,-4.804,-43 -deit3_base_patch16_384.fb_in1k,384,74.790,25.210,92.170,7.830,86.88,1.000,bicubic,-10.296,-5.078,-32 -convformer_s18.sail_in1k_384,384,74.770,25.230,92.530,7.470,26.77,1.000,bicubic,-9.624,-4.582,+54 -maxxvit_rmlp_small_rw_256.sw_in1k,256,74.750,25.250,91.910,8.090,66.01,0.950,bicubic,-9.890,-5.152,+13 -dm_nfnet_f3.dm_in1k,320,74.710,25.290,91.920,8.080,254.92,0.940,bicubic,-10.386,-5.466,-37 -maxvit_large_tf_224.in1k,224,74.690,25.310,91.810,8.190,211.79,0.950,bicubic,-10.244,-5.170,-19 -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,74.680,25.320,92.550,7.450,38.85,1.000,bicubic,-9.886,-4.628,+18 -hrnet_w48_ssld.paddle_in1k,224,74.680,25.320,92.080,7.920,77.47,0.950,bilinear,-8.998,-4.768,+161 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,74.680,25.320,91.920,8.080,32.59,1.000,bicubic,-10.310,-5.364,-29 -xcit_small_24_p16_384.fb_dist_in1k,384,74.650,25.350,92.530,7.470,47.67,1.000,bicubic,-10.452,-4.852,-44 -regnetz_e8.ra3_in1k,256,74.630,25.370,91.870,8.130,57.70,0.940,bicubic,-9.788,-5.116,+42 -hiera_base_224.mae_in1k_ft_in1k,224,74.630,25.370,91.850,8.150,51.52,0.900,bicubic,-9.896,-5.190,+21 -caformer_s36.sail_in1k,224,74.620,25.380,92.020,7.980,39.30,1.000,bicubic,-9.924,-4.990,+16 -eca_nfnet_l2.ra3_in1k,384,74.600,25.400,92.680,7.320,56.72,1.000,bicubic,-10.106,-4.576,-2 -tf_efficientnet_b8.ra_in1k,672,74.560,25.440,92.170,7.830,87.41,0.954,bicubic,-10.796,-5.218,-79 -xcit_large_24_p16_224.fb_dist_in1k,224,74.560,25.440,91.990,8.010,189.10,1.000,bicubic,-10.376,-5.138,-30 -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,74.560,25.440,91.880,8.120,38.86,0.950,bicubic,-9.890,-5.338,+27 -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,74.550,25.450,91.600,8.400,63.95,0.950,bicubic,-9.772,-5.212,+46 -regnety_160.swag_lc_in1k,224,74.500,25.500,93.040,6.960,83.59,0.965,bicubic,-9.308,-3.620,+122 -gcvit_base.in1k,224,74.490,25.510,91.780,8.220,90.32,0.875,bicubic,-9.964,-5.070,+22 -nextvit_large.bd_in1k_384,384,74.480,25.520,92.540,7.460,57.87,1.000,bicubic,-10.454,-4.758,-35 -tf_efficientnet_b7.ra_in1k,600,74.470,25.530,92.130,7.870,66.35,0.949,bicubic,-10.460,-5.070,-34 -convnext_tiny.in12k_ft_in1k,288,74.460,25.540,92.600,7.400,28.59,1.000,bicubic,-9.988,-4.728,+21 -maxvit_rmlp_small_rw_224.sw_in1k,224,74.460,25.540,91.480,8.520,64.90,0.900,bicubic,-10.024,-5.294,+12 -fastvit_ma36.apple_dist_in1k,256,74.450,25.550,91.940,8.060,44.07,0.950,bicubic,-10.156,-5.066,-5 -caformer_s18.sail_in22k_ft_in1k,224,74.440,25.560,92.520,7.480,26.34,1.000,bicubic,-9.646,-4.668,+70 -davit_base.msft_in1k,224,74.410,25.590,91.700,8.300,87.95,0.950,bicubic,-10.240,-5.318,-11 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,74.400,25.600,92.090,7.910,32.59,1.000,bicubic,-10.380,-5.252,-24 -dm_nfnet_f1.dm_in1k,320,74.400,25.600,92.020,7.980,132.63,0.910,bicubic,-10.296,-5.160,-15 -convformer_m36.sail_in1k,224,74.390,25.610,91.480,8.520,57.05,1.000,bicubic,-10.096,-5.386,+4 -rexnetr_300.sw_in12k_ft_in1k,288,74.380,25.620,92.460,7.540,34.81,1.000,bicubic,-10.206,-4.818,-10 -xcit_small_12_p16_384.fb_dist_in1k,384,74.380,25.620,92.130,7.870,26.25,1.000,bicubic,-10.356,-5.006,-23 -tf_efficientnet_b5.ap_in1k,456,74.360,25.640,91.920,8.080,30.39,0.934,bicubic,-9.894,-5.058,+43 -regnetz_040_h.ra3_in1k,320,74.340,25.660,92.230,7.770,28.94,1.000,bicubic,-10.170,-4.786,-1 -rdnet_base.nv_in1k,224,74.330,25.670,91.820,8.180,87.45,0.900,bicubic,-10.038,-5.052,+26 -tf_efficientnetv2_s.in21k_ft_in1k,384,74.320,25.680,92.390,7.610,21.46,1.000,bicubic,-9.996,-4.878,+29 -hgnet_small.ssld_in1k,224,74.310,25.690,92.090,7.910,24.36,0.965,bicubic,-9.500,-4.778,+103 -maxvit_base_tf_224.in1k,224,74.310,25.690,91.870,8.130,119.47,0.950,bicubic,-10.560,-5.134,-42 -regnetz_040.ra3_in1k,320,74.300,25.700,91.800,8.200,27.12,1.000,bicubic,-9.956,-5.134,+36 -eca_nfnet_l2.ra3_in1k,320,74.270,25.730,92.320,7.680,56.72,0.900,bicubic,-9.886,-4.412,+47 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,74.270,25.730,91.630,8.370,37.76,1.000,bicubic,-10.094,-5.278,+21 -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,74.260,25.740,92.480,7.520,88.30,0.950,bicubic,-10.966,-4.918,-94 -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,74.260,25.740,92.330,7.670,328.99,0.900,bicubic,-10.172,-4.822,+7 -resnest200e.in1k,320,74.250,25.750,91.870,8.130,70.20,0.909,bicubic,-9.622,-5.006,+84 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,74.230,25.770,91.610,8.390,32.59,0.950,bicubic,-10.438,-5.498,-30 -hgnetv2_b4.ssld_stage2_ft_in1k,288,74.220,25.780,92.540,7.460,19.80,1.000,bicubic,-9.714,-4.524,+67 -coatnet_rmlp_2_rw_224.sw_in1k,224,74.210,25.790,91.240,8.760,73.88,0.950,bicubic,-10.392,-5.506,-26 -resmlp_big_24_224.fb_in22k_ft_in1k,224,74.200,25.800,92.070,7.930,129.14,0.875,bicubic,-10.188,-5.038,+9 -convnext_large.fb_in1k,224,74.200,25.800,91.550,8.450,197.77,0.875,bicubic,-10.098,-5.342,+20 -nextvit_base.bd_in1k_384,384,74.190,25.810,92.210,7.790,44.82,1.000,bicubic,-10.536,-5.014,-42 -resnetrs200.tf_in1k,320,74.190,25.810,91.860,8.140,93.21,1.000,bicubic,-10.256,-5.212,-6 -flexivit_base.1200ep_in1k,240,74.190,25.810,91.770,8.230,86.59,0.950,bicubic,-10.498,-5.250,-39 -mvitv2_base.fb_in1k,224,74.190,25.810,91.510,8.490,51.47,0.900,bicubic,-10.248,-5.352,-2 -seresnet152d.ra2_in1k,320,74.180,25.820,91.990,8.010,66.84,1.000,bicubic,-10.174,-5.052,+8 -swinv2_base_window16_256.ms_in1k,256,74.180,25.820,91.870,8.130,87.92,0.900,bicubic,-10.428,-5.194,-35 -convnext_base.fb_in1k,288,74.180,25.820,91.660,8.340,88.59,1.000,bicubic,-10.286,-5.322,-17 -xcit_large_24_p8_224.fb_in1k,224,74.170,25.830,90.850,9.150,188.93,1.000,bicubic,-10.216,-5.816,+2 -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,74.130,25.870,92.460,7.540,28.64,1.000,bicubic,-10.976,-5.172,-94 -cait_xs24_384.fb_dist_in1k,384,74.130,25.870,91.930,8.070,26.67,1.000,bicubic,-9.934,-4.952,+42 -convnext_tiny.in12k_ft_in1k,224,74.120,25.880,92.170,7.830,28.59,0.950,bicubic,-10.072,-4.962,+24 -tf_efficientnetv2_m.in1k,384,74.120,25.880,91.940,8.060,54.14,1.000,bicubic,-10.438,-5.116,-35 -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,74.120,25.880,91.670,8.330,22.52,0.950,bicubic,-9.682,-5.288,+84 -mobilenetv4_hybrid_large.e600_r384_in1k,448,74.110,25.890,91.960,8.040,37.76,1.000,bicubic,-10.164,-4.990,+8 -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,74.110,25.890,91.060,8.940,86.43,0.950,bicubic,-9.780,-5.614,+59 -volo_d1_224.sail_in1k,224,74.100,25.900,92.060,7.940,26.63,0.960,bicubic,-10.052,-4.714,+25 -seresnextaa101d_32x8d.ah_in1k,288,74.090,25.910,91.620,8.380,93.59,1.000,bicubic,-10.486,-5.454,-43 -convformer_s36.sail_in1k,224,74.090,25.910,91.210,8.790,40.01,1.000,bicubic,-9.982,-5.546,+33 -vit_base_patch16_224.augreg_in21k_ft_in1k,224,74.080,25.920,92.390,7.610,86.57,0.900,bicubic,-10.452,-4.908,-37 -efficientnetv2_rw_s.ra2_in1k,384,74.080,25.920,91.760,8.240,23.94,1.000,bicubic,-9.750,-4.952,+65 -efficientvit_l1.r224_in1k,224,74.070,25.930,91.650,8.350,52.65,1.000,bicubic,-10.378,-5.206,-25 -vit_base_patch16_224_miil.in21k_ft_in1k,224,74.060,25.940,91.600,8.400,86.54,0.875,bilinear,-10.212,-5.198,+2 -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,74.040,25.960,91.940,8.060,44.18,0.875,bilinear,-9.228,-4.820,+157 -tf_efficientnetv2_s.in1k,384,74.040,25.960,91.420,8.580,21.46,1.000,bicubic,-9.856,-5.278,+49 -flexivit_base.600ep_in1k,240,74.030,25.970,91.680,8.320,86.59,0.950,bicubic,-10.530,-5.230,-48 -seresnext101d_32x8d.ah_in1k,288,74.030,25.970,91.670,8.330,93.59,1.000,bicubic,-10.372,-5.216,-20 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,74.020,25.980,91.210,8.790,32.59,0.950,bicubic,-10.294,-5.890,-10 -crossvit_18_dagger_408.in1k,408,74.010,25.990,91.310,8.690,44.61,1.000,bicubic,-10.192,-5.522,+6 -flexivit_base.300ep_in1k,240,74.000,26.000,91.350,8.650,86.59,0.950,bicubic,-10.402,-5.572,-23 -inception_next_base.sail_in1k,224,74.000,26.000,91.350,8.650,86.67,0.950,bicubic,-10.098,-5.788,+16 -hgnetv2_b4.ssld_stage2_ft_in1k,224,73.960,26.040,91.950,8.050,19.80,0.965,bicubic,-9.734,-4.838,+84 -davit_small.msft_in1k,224,73.950,26.050,91.560,8.440,49.75,0.950,bicubic,-10.316,-5.370,-7 -resnest269e.in1k,416,73.940,26.060,92.040,7.960,110.93,0.928,bicubic,-10.600,-4.950,-53 -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,73.940,26.060,91.740,8.260,34.36,0.950,bicubic,-10.614,-5.366,-54 -fastvit_sa36.apple_dist_in1k,256,73.930,26.070,91.670,8.330,31.53,0.900,bicubic,-10.102,-5.180,+22 -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,73.910,26.090,92.190,7.810,36.47,1.000,bicubic,-10.164,-5.124,+12 -xcit_small_12_p8_224.fb_dist_in1k,224,73.910,26.090,91.690,8.310,26.21,1.000,bicubic,-10.340,-5.184,-8 -eca_nfnet_l1.ra2_in1k,320,73.870,26.130,92.020,7.980,41.41,1.000,bicubic,-10.180,-5.014,+15 -deit3_small_patch16_224.fb_in22k_ft_in1k,224,73.870,26.130,91.970,8.030,22.06,1.000,bicubic,-9.212,-4.810,+172 -tf_efficientnet_b6.aa_in1k,528,73.860,26.140,91.720,8.280,43.04,0.942,bicubic,-10.258,-5.166,+2 -tf_efficientnet_b7.aa_in1k,600,73.850,26.150,91.770,8.230,66.35,0.949,bicubic,-10.586,-5.150,-41 -repvgg_d2se.rvgg_in1k,320,73.850,26.150,91.390,8.610,133.33,1.000,bilinear,-9.704,-5.274,+93 -resnetrs420.tf_in1k,416,73.840,26.160,91.700,8.300,191.89,1.000,bicubic,-11.174,-5.416,-114 -pit_b_distilled_224.in1k,224,73.840,26.160,90.690,9.310,74.79,0.900,bicubic,-9.934,-5.778,+55 -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,73.810,26.190,91.150,8.850,60.23,0.950,bicubic,-10.100,-5.536,+21 -focalnet_base_lrf.ms_in1k,224,73.810,26.190,91.070,8.930,88.75,0.900,bicubic,-10.018,-5.696,+42 -regnety_1280.seer_ft_in1k,384,73.800,26.200,91.780,8.220,644.81,1.000,bicubic,-10.626,-5.304,-44 -rdnet_small.nv_in1k,224,73.800,26.200,91.260,8.740,50.44,0.900,bicubic,-9.868,-5.260,+73 -vit_base_patch16_384.orig_in21k_ft_in1k,384,73.780,26.220,92.100,7.900,86.86,1.000,bicubic,-10.428,-5.120,-17 -tf_efficientnet_b3.ns_jft_in1k,300,73.780,26.220,91.840,8.160,12.23,0.904,bicubic,-10.284,-5.060,0 -convnext_base.fb_in1k,224,73.780,26.220,91.250,8.750,88.59,0.875,bicubic,-10.054,-5.496,+34 -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,73.770,26.230,91.500,8.500,38.74,0.950,bicubic,-10.042,-5.322,+37 -seresnext101_32x8d.ah_in1k,288,73.770,26.230,91.390,8.610,93.57,1.000,bicubic,-10.424,-5.472,-17 -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,73.760,26.240,92.040,7.960,194.03,0.875,bilinear,-9.586,-4.804,+122 -regnetz_d32.ra3_in1k,320,73.750,26.250,91.860,8.140,27.58,0.950,bicubic,-10.278,-5.010,+3 -fastvit_ma36.apple_in1k,256,73.750,26.250,91.550,8.450,44.07,0.950,bicubic,-10.134,-5.212,+20 -resnetrs420.tf_in1k,320,73.750,26.250,91.080,8.920,191.89,1.000,bicubic,-10.500,-5.786,-28 -regnetz_d8.ra3_in1k,320,73.730,26.270,91.980,8.020,23.37,1.000,bicubic,-10.312,-5.022,-4 -regnetz_040.ra3_in1k,256,73.730,26.270,91.280,8.720,27.12,1.000,bicubic,-9.930,-5.404,+64 -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,73.710,26.290,92.180,7.820,88.79,0.875,bilinear,-9.010,-4.444,+196 -maxvit_small_tf_224.in1k,224,73.710,26.290,91.400,8.600,68.93,0.950,bicubic,-10.746,-5.818,-68 -resnetaa101d.sw_in12k_ft_in1k,288,73.700,26.300,91.770,8.230,44.57,1.000,bicubic,-10.402,-5.348,-19 -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,73.690,26.310,92.330,7.670,49.61,0.900,bicubic,-9.640,-4.666,+114 -gcvit_small.in1k,224,73.680,26.320,91.310,8.690,51.09,0.875,bicubic,-10.228,-5.350,+4 -swinv2_base_window8_256.ms_in1k,256,73.670,26.330,91.610,8.390,87.92,0.900,bicubic,-10.576,-5.292,-35 -xcit_medium_24_p16_224.fb_dist_in1k,224,73.670,26.330,91.490,8.510,84.40,1.000,bicubic,-10.618,-5.446,-46 -efficientvit_b3.r288_in1k,288,73.670,26.330,91.390,8.610,48.65,1.000,bicubic,-10.486,-5.628,-27 -edgenext_base.usi_in1k,320,73.640,26.360,91.760,8.240,18.51,1.000,bicubic,-10.330,-5.010,-6 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,73.640,26.360,91.090,8.910,37.76,0.950,bicubic,-10.344,-5.618,-9 -maxvit_rmlp_tiny_rw_256.sw_in1k,256,73.620,26.380,91.420,8.580,29.15,0.950,bicubic,-10.614,-5.364,-39 -edgenext_base.in21k_ft_in1k,320,73.610,26.390,91.870,8.130,18.51,1.000,bicubic,-10.466,-5.338,-23 -hgnetv2_b4.ssld_stage1_in22k_in1k,288,73.600,26.400,92.340,7.660,19.80,1.000,bicubic,-9.848,-4.582,+81 -maxvit_tiny_rw_224.sw_in1k,224,73.590,26.410,90.860,9.140,29.06,0.950,bicubic,-9.932,-5.628,+68 -sequencer2d_l.in1k,224,73.580,26.420,91.100,8.900,54.30,0.875,bicubic,-9.830,-5.404,+90 -dm_nfnet_f2.dm_in1k,256,73.570,26.430,91.430,8.570,193.78,0.920,bicubic,-10.522,-5.476,-31 -convnext_small.fb_in1k,288,73.570,26.430,91.390,8.610,50.22,1.000,bicubic,-10.134,-5.426,+35 -seresnextaa101d_32x8d.ah_in1k,224,73.570,26.430,90.940,9.060,93.59,0.950,bicubic,-10.330,-5.708,-4 -seresnet152d.ra2_in1k,256,73.560,26.440,91.530,8.470,66.84,0.950,bicubic,-10.134,-5.254,+38 -hiera_small_224.mae_in1k_ft_in1k,224,73.550,26.450,91.300,8.700,35.01,0.900,bicubic,-10.336,-5.462,-4 -convnextv2_tiny.fcmae_ft_in22k_in1k,288,73.530,26.470,91.950,8.050,28.64,1.000,bicubic,-10.892,-5.304,-76 -pvt_v2_b4.in1k,224,73.530,26.470,91.110,8.890,62.56,0.900,bicubic,-10.182,-5.560,+27 -edgenext_base.in21k_ft_in1k,256,73.490,26.510,91.240,8.760,18.51,0.950,bicubic,-9.926,-5.556,+80 -coat_lite_medium.in1k,224,73.480,26.520,91.230,8.770,44.57,0.900,bicubic,-10.122,-5.484,+46 -inception_next_small.sail_in1k,224,73.480,26.520,91.140,8.860,49.37,0.875,bicubic,-10.104,-5.458,+50 -regnety_080.ra3_in1k,288,73.470,26.530,91.700,8.300,39.18,1.000,bicubic,-10.470,-5.180,-23 -resnetrs270.tf_in1k,352,73.470,26.530,91.460,8.540,129.86,1.000,bicubic,-10.970,-5.514,-89 -resnetrs350.tf_in1k,288,73.470,26.530,91.150,8.850,163.96,1.000,bicubic,-10.838,-5.778,-67 -regnetz_040_h.ra3_in1k,256,73.460,26.540,91.530,8.470,28.94,1.000,bicubic,-10.308,-5.162,+13 -xcit_tiny_24_p8_384.fb_dist_in1k,384,73.450,26.550,91.660,8.340,12.11,1.000,bicubic,-10.334,-5.056,+5 -mobilenetv4_hybrid_large.e600_r384_in1k,384,73.450,26.550,91.510,8.490,37.76,0.950,bicubic,-10.372,-5.258,-1 -repvit_m2_3.dist_450e_in1k,224,73.450,26.550,91.080,8.920,23.69,0.950,bicubic,-10.292,-5.562,+14 -tresnet_v2_l.miil_in21k_ft_in1k,224,73.450,26.550,91.030,8.970,46.17,0.875,bilinear,-10.452,-5.466,-20 -twins_svt_large.in1k,224,73.440,26.560,90.880,9.120,99.27,0.900,bicubic,-10.250,-5.728,+24 -deit3_base_patch16_224.fb_in1k,224,73.420,26.580,91.260,8.740,86.59,0.900,bicubic,-10.374,-5.322,+1 -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,73.420,26.580,91.240,8.760,60.40,0.950,bicubic,-10.288,-5.378,+16 -swinv2_small_window16_256.ms_in1k,256,73.400,26.600,91.280,8.720,49.73,0.900,bicubic,-10.816,-5.594,-64 -resnetaa101d.sw_in12k_ft_in1k,224,73.400,26.600,91.100,8.900,44.57,0.950,bicubic,-10.144,-5.728,+41 -convformer_s18.sail_in22k_ft_in1k,224,73.390,26.610,91.930,8.070,26.77,1.000,bicubic,-10.372,-5.118,+3 -resnetrs200.tf_in1k,256,73.390,26.610,91.280,8.720,93.21,1.000,bicubic,-10.496,-5.400,-24 -edgenext_base.usi_in1k,256,73.390,26.610,91.170,8.830,18.51,0.950,bicubic,-10.294,-5.530,+20 -resmlp_big_24_224.fb_distilled_in1k,224,73.380,26.620,91.090,8.910,129.14,0.875,bicubic,-10.214,-5.564,+30 -convnext_tiny.fb_in22k_ft_in1k_384,384,73.360,26.640,91.860,8.140,28.59,1.000,bicubic,-10.738,-4.922,-61 -rexnetr_300.sw_in12k_ft_in1k,224,73.360,26.640,91.810,8.190,34.81,0.950,bicubic,-10.676,-5.190,-47 -swin_s3_base_224.ms_in1k,224,73.360,26.640,91.270,8.730,71.13,0.900,bicubic,-10.560,-5.380,-37 -regnety_064.ra3_in1k,288,73.360,26.640,91.240,8.760,30.58,1.000,bicubic,-10.352,-5.488,+3 -resnet200d.ra2_in1k,320,73.350,26.650,91.460,8.540,64.69,1.000,bicubic,-10.626,-5.360,-45 -tf_efficientnet_b5.ra_in1k,456,73.340,26.660,91.370,8.630,30.39,0.934,bicubic,-10.488,-5.244,-21 -regnety_160.deit_in1k,288,73.330,26.670,91.620,8.380,83.59,1.000,bicubic,-10.370,-4.970,+4 -swin_base_patch4_window12_384.ms_in1k,384,73.320,26.680,91.350,8.650,87.90,1.000,bicubic,-11.156,-5.536,-120 -hgnetv2_b3.ssld_stage2_ft_in1k,288,73.310,26.690,91.830,8.170,16.29,1.000,bicubic,-10.270,-4.984,+24 -efficientnet_b4.ra2_in1k,384,73.310,26.690,91.320,8.680,19.34,1.000,bicubic,-10.164,-5.264,+38 -hgnetv2_b3.ssld_stage1_in22k_in1k,288,73.300,26.700,91.960,8.040,16.29,1.000,bicubic,-9.814,-4.752,+94 -regnetz_d8_evos.ch_in1k,256,73.300,26.700,90.750,9.250,23.46,0.950,bicubic,-10.094,-5.908,+53 -hgnetv2_b4.ssld_stage1_in22k_in1k,224,73.290,26.710,91.800,8.200,19.80,0.965,bicubic,-9.596,-4.486,+122 -regnetv_064.ra3_in1k,288,73.280,26.720,91.650,8.350,30.58,1.000,bicubic,-10.468,-5.096,-12 -tf_efficientnet_b5.aa_in1k,456,73.280,26.720,91.070,8.930,30.39,0.934,bicubic,-10.416,-5.644,-1 -focalnet_base_srf.ms_in1k,224,73.270,26.730,91.300,8.700,88.15,0.900,bicubic,-10.538,-5.984,-24 -focalnet_small_srf.ms_in1k,224,73.270,26.730,90.630,9.370,49.89,0.900,bicubic,-10.160,-5.804,+38 -regnetz_d8.ra3_in1k,256,73.260,26.740,91.300,8.700,23.37,0.940,bicubic,-10.288,-5.446,+16 -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,73.260,26.740,91.140,8.860,60.40,0.950,bicubic,-10.384,-5.406,+5 -tiny_vit_21m_224.in1k,224,73.250,26.750,91.410,8.590,21.20,0.950,bicubic,-10.020,-5.192,+57 -resnet152d.ra2_in1k,320,73.250,26.750,91.200,8.800,60.21,1.000,bicubic,-10.434,-5.550,-3 -mvitv2_small.fb_in1k,224,73.250,26.750,91.120,8.880,34.87,0.900,bicubic,-10.522,-5.438,-22 -gcvit_tiny.in1k,224,73.230,26.770,90.890,9.110,28.22,0.875,bicubic,-10.170,-5.502,+41 -pvt_v2_b5.in1k,224,73.200,26.800,91.240,8.760,81.96,0.900,bicubic,-10.568,-5.392,-23 -mobilenetv4_conv_aa_large.e600_r384_in1k,480,73.200,26.800,91.180,8.820,32.59,1.000,bicubic,-10.632,-5.552,-42 -swinv2_small_window8_256.ms_in1k,256,73.200,26.800,91.040,8.960,49.73,0.900,bicubic,-10.644,-5.610,-46 -seresnext101d_32x8d.ah_in1k,224,73.180,26.820,91.200,8.800,93.59,0.950,bicubic,-10.520,-5.586,-15 -regnetz_d8_evos.ch_in1k,320,73.170,26.830,91.630,8.370,23.46,1.000,bicubic,-10.982,-5.390,-92 -fastvit_sa24.apple_dist_in1k,256,73.170,26.830,91.390,8.610,21.55,0.900,bicubic,-10.192,-5.186,+40 -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,73.170,26.830,91.200,8.800,38.88,0.950,bicubic,-10.298,-5.422,+22 -nest_base_jx.goog_in1k,224,73.170,26.830,90.990,9.010,67.72,0.875,bicubic,-10.376,-5.376,+7 -vit_small_patch16_384.augreg_in21k_ft_in1k,384,73.160,26.840,91.900,8.100,22.20,1.000,bicubic,-10.644,-5.208,-40 -cs3se_edgenet_x.c2ns_in1k,320,73.160,26.840,91.280,8.720,50.72,1.000,bicubic,-10.384,-5.384,+6 -nextvit_large.bd_in1k,224,73.150,26.850,91.500,8.500,57.87,0.950,bicubic,-10.492,-5.184,-10 -fastvit_sa36.apple_in1k,256,73.150,26.850,90.960,9.040,31.53,0.900,bicubic,-10.354,-5.670,+7 -xcit_small_24_p8_224.fb_in1k,224,73.140,26.860,91.230,8.770,47.63,1.000,bicubic,-10.714,-5.406,-58 -xcit_medium_24_p8_224.fb_in1k,224,73.140,26.860,90.440,9.560,84.32,1.000,bicubic,-10.602,-5.952,-31 -xcit_small_24_p16_224.fb_dist_in1k,224,73.130,26.870,91.460,8.540,47.67,1.000,bicubic,-10.748,-5.274,-61 -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,73.120,26.880,91.790,8.210,936.53,1.000,bilinear,-11.804,-5.668,-201 -regnetz_d32.ra3_in1k,256,73.120,26.880,91.450,8.550,27.58,0.950,bicubic,-10.308,-5.226,+18 -resnetrs350.tf_in1k,384,73.120,26.880,91.180,8.820,163.96,1.000,bicubic,-11.602,-5.792,-182 -seresnext101_32x8d.ah_in1k,224,73.120,26.880,90.480,9.520,93.57,0.950,bicubic,-10.498,-5.932,-14 -resnet200d.ra2_in1k,256,73.110,26.890,90.850,9.150,64.69,0.950,bicubic,-10.130,-5.696,+41 -eca_nfnet_l1.ra2_in1k,256,73.100,26.900,91.370,8.630,41.41,0.900,bicubic,-10.164,-5.304,+37 -efficientvit_b3.r256_in1k,256,73.100,26.900,90.880,9.120,48.65,1.000,bicubic,-10.714,-5.634,-57 -pvt_v2_b3.in1k,224,73.080,26.920,90.980,9.020,45.24,0.900,bicubic,-10.038,-5.474,+56 -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,73.070,26.930,91.960,8.040,236.34,1.000,bilinear,-11.410,-5.456,-160 -resnet152.a1h_in1k,288,73.060,26.940,91.140,8.860,60.19,1.000,bicubic,-10.434,-5.382,-4 -nextvit_small.bd_in1k_384,384,73.050,26.950,91.450,8.550,31.76,1.000,bicubic,-10.992,-5.540,-95 -deit3_small_patch16_384.fb_in1k,384,73.050,26.950,91.290,8.710,22.21,1.000,bicubic,-10.378,-5.346,+6 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,73.040,26.960,91.340,8.660,11.07,1.000,bicubic,-10.382,-5.392,+7 -swin_s3_small_224.ms_in1k,224,73.030,26.970,90.720,9.280,49.74,0.900,bicubic,-10.748,-5.740,-55 -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,73.020,26.980,91.080,8.920,38.88,0.950,bicubic,-10.438,-5.442,-3 -repvit_m2_3.dist_300e_in1k,224,73.020,26.980,90.860,9.140,23.69,0.950,bicubic,-10.504,-5.672,-14 -cait_s24_224.fb_dist_in1k,224,73.010,26.990,91.200,8.800,46.92,1.000,bicubic,-10.474,-5.386,-9 -efficientvit_b3.r224_in1k,224,73.010,26.990,90.530,9.470,48.65,0.950,bicubic,-10.434,-5.808,-2 -convnextv2_tiny.fcmae_ft_in22k_in1k,224,72.990,27.010,91.580,8.420,28.64,0.875,bicubic,-10.914,-5.384,-89 -mobilenetv4_conv_large.e600_r384_in1k,448,72.990,27.010,91.260,8.740,32.59,1.000,bicubic,-10.428,-5.352,+2 -caformer_s18.sail_in1k,224,72.970,27.030,90.990,9.010,26.34,1.000,bicubic,-10.698,-5.722,-39 -deit_base_distilled_patch16_224.fb_in1k,224,72.970,27.030,90.960,9.040,87.34,0.900,bicubic,-10.418,-5.530,+7 -maxvit_tiny_tf_224.in1k,224,72.960,27.040,90.820,9.180,30.92,0.950,bicubic,-10.462,-5.770,-2 -regnety_080.ra3_in1k,224,72.950,27.050,90.750,9.250,39.18,0.950,bicubic,-10.212,-5.728,+33 -resnetrs270.tf_in1k,256,72.940,27.060,90.630,9.370,129.86,1.000,bicubic,-10.654,-5.986,-32 -regnety_640.seer_ft_in1k,384,72.910,27.090,91.280,8.720,281.38,1.000,bicubic,-11.006,-5.640,-99 -efficientnetv2_rw_s.ra2_in1k,288,72.900,27.100,91.290,8.710,23.94,1.000,bicubic,-9.988,-5.338,+69 -resnetrs152.tf_in1k,320,72.900,27.100,91.210,8.790,86.62,1.000,bicubic,-10.810,-5.400,-58 -regnety_320.tv2_in1k,224,72.880,27.120,90.780,9.220,145.05,0.965,bicubic,-10.294,-5.636,+22 -efficientformerv2_l.snap_dist_in1k,224,72.870,27.130,90.850,9.150,26.32,0.950,bicubic,-10.770,-5.690,-43 -hgnet_tiny.ssld_in1k,288,72.860,27.140,91.590,8.410,14.74,1.000,bicubic,-9.664,-4.544,+123 -rexnet_300.nav_in1k,224,72.850,27.150,90.700,9.300,34.71,0.875,bicubic,-9.930,-5.534,+78 -coatnet_rmlp_1_rw_224.sw_in1k,224,72.840,27.160,90.800,9.200,41.69,0.950,bicubic,-10.514,-5.624,+1 -convnextv2_tiny.fcmae_ft_in1k,288,72.800,27.200,91.080,8.920,28.64,1.000,bicubic,-10.676,-5.638,-26 -crossvit_15_dagger_408.in1k,408,72.800,27.200,91.070,8.930,28.50,1.000,bicubic,-11.040,-5.710,-94 -regnety_160.deit_in1k,224,72.800,27.200,90.930,9.070,83.59,0.950,bicubic,-10.194,-5.570,+47 -regnetv_064.ra3_in1k,224,72.800,27.200,90.710,9.290,30.58,0.950,bicubic,-10.318,-5.852,+29 -swinv2_cr_small_ns_224.sw_in1k,224,72.770,27.230,90.590,9.410,49.70,0.900,bicubic,-10.720,-5.896,-31 -tf_efficientnetv2_s.in21k_ft_in1k,300,72.750,27.250,91.390,8.610,21.46,1.000,bicubic,-10.624,-5.320,-9 -tf_efficientnetv2_s.in1k,300,72.750,27.250,90.760,9.240,21.46,1.000,bicubic,-10.422,-5.576,+12 -nextvit_base.bd_in1k,224,72.740,27.260,91.240,8.760,44.82,0.950,bicubic,-10.756,-5.406,-37 -tf_efficientnet_b4.ap_in1k,380,72.740,27.260,90.990,9.010,19.34,0.922,bicubic,-10.510,-5.400,+2 -focalnet_small_lrf.ms_in1k,224,72.740,27.260,90.800,9.200,50.34,0.900,bicubic,-10.768,-5.786,-38 -twins_svt_base.in1k,224,72.720,27.280,90.430,9.570,56.07,0.900,bicubic,-10.404,-5.998,+18 -regnetv_040.ra3_in1k,288,72.710,27.290,91.110,8.890,20.64,1.000,bicubic,-10.490,-5.548,+4 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,72.710,27.290,90.930,9.070,236.34,1.000,bicubic,-11.172,-6.186,-108 -resnetv2_101.a1h_in1k,288,72.700,27.300,90.580,9.420,44.54,1.000,bicubic,-10.302,-5.864,+32 -efficientformer_l7.snap_dist_in1k,224,72.690,27.310,90.690,9.310,82.23,0.950,bicubic,-10.696,-5.848,-19 -ecaresnet101d.miil_in1k,288,72.680,27.320,91.020,8.980,44.57,0.950,bicubic,-10.318,-5.504,+30 -coatnet_1_rw_224.sw_in1k,224,72.680,27.320,90.800,9.200,41.72,0.950,bicubic,-10.932,-5.582,-60 -xcit_small_12_p8_224.fb_in1k,224,72.670,27.330,90.700,9.300,26.21,1.000,bicubic,-10.686,-5.774,-18 -vit_base_patch32_384.augreg_in21k_ft_in1k,384,72.660,27.340,91.110,8.890,88.30,1.000,bicubic,-10.692,-5.722,-16 -regnety_032.ra_in1k,288,72.650,27.350,90.840,9.160,19.44,1.000,bicubic,-10.074,-5.584,+63 -regnety_064.ra3_in1k,224,72.650,27.350,90.630,9.370,30.58,0.950,bicubic,-10.356,-5.666,+24 -regnety_040.ra3_in1k,288,72.600,27.400,90.720,9.280,20.65,1.000,bicubic,-10.458,-5.778,+19 -xception65p.ra3_in1k,299,72.590,27.410,90.740,9.260,39.82,0.940,bicubic,-10.574,-5.760,0 -convnext_tiny.fb_in22k_ft_in1k,224,72.580,27.420,91.340,8.660,28.59,0.875,bicubic,-10.308,-4.988,+38 -twins_pcpvt_large.in1k,224,72.570,27.430,90.870,9.130,60.99,0.900,bicubic,-10.598,-5.740,-4 -pnasnet5large.tf_in1k,331,72.560,27.440,90.520,9.480,86.06,0.911,bicubic,-10.268,-5.518,+43 -deit_base_patch16_384.fb_in1k,384,72.560,27.440,90.200,9.800,86.86,1.000,bicubic,-10.556,-6.166,+7 -xcit_small_12_p16_224.fb_dist_in1k,224,72.540,27.460,91.080,8.920,26.25,1.000,bicubic,-10.814,-5.372,-27 -xception65.ra3_in1k,299,72.540,27.460,90.700,9.300,39.92,0.940,bicubic,-10.644,-5.898,-11 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,72.530,27.470,91.290,8.710,11.07,1.000,bicubic,-10.460,-5.380,+19 -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,72.530,27.470,90.910,9.090,88.22,0.900,bicubic,-10.776,-5.620,-24 -hgnetv2_b3.ssld_stage2_ft_in1k,224,72.520,27.480,91.290,8.710,16.29,0.965,bicubic,-10.390,-5.072,+28 -nfnet_l0.ra2_in1k,288,72.520,27.480,90.890,9.110,35.07,1.000,bicubic,-10.236,-5.604,+47 -deit3_medium_patch16_224.fb_in1k,224,72.490,27.510,90.810,9.190,38.85,0.900,bicubic,-10.596,-5.476,+3 -mobilenetv4_conv_aa_large.e600_r384_in1k,384,72.480,27.520,90.480,9.520,32.59,0.950,bicubic,-10.784,-5.910,-24 -tf_efficientnet_b5.in1k,456,72.470,27.530,90.900,9.100,30.39,0.934,bicubic,-10.696,-5.630,-15 -resnext101_64x4d.c1_in1k,288,72.470,27.530,90.660,9.340,83.46,1.000,bicubic,-10.688,-5.710,-11 -hgnetv2_b3.ssld_stage1_in22k_in1k,224,72.460,27.540,91.170,8.830,16.29,0.965,bicubic,-10.150,-5.192,+67 -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,72.460,27.540,90.850,9.150,25.03,0.875,bilinear,-9.702,-5.374,+144 -regnety_080_tv.tv2_in1k,224,72.450,27.550,90.550,9.450,39.38,0.965,bicubic,-10.142,-5.694,+73 -gc_efficientnetv2_rw_t.agc_in1k,288,72.440,27.560,90.790,9.210,13.68,1.000,bicubic,-10.040,-5.510,+89 -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,72.430,27.570,92.070,7.930,387.93,1.000,bilinear,-12.000,-5.310,-212 -convformer_s18.sail_in1k,224,72.430,27.570,90.560,9.440,26.77,1.000,bicubic,-10.538,-5.684,+10 -xcit_tiny_24_p8_224.fb_dist_in1k,224,72.410,27.590,90.790,9.210,12.11,1.000,bicubic,-10.170,-5.394,+72 -cs3sedarknet_x.c2ns_in1k,288,72.400,27.600,91.040,8.960,35.40,1.000,bicubic,-10.250,-5.308,+47 -swin_base_patch4_window7_224.ms_in1k,224,72.400,27.600,90.840,9.160,87.77,0.900,bicubic,-11.210,-5.610,-88 -mobilenetv4_conv_large.e600_r384_in1k,384,72.400,27.600,90.800,9.200,32.59,0.950,bicubic,-10.574,-5.444,+6 -sequencer2d_m.in1k,224,72.390,27.610,90.670,9.330,38.31,0.875,bicubic,-10.448,-5.606,+19 -rdnet_tiny.nv_in1k,224,72.390,27.610,90.470,9.530,23.86,0.900,bicubic,-10.430,-5.808,+25 -resnet101d.ra2_in1k,320,72.380,27.620,90.570,9.430,44.57,1.000,bicubic,-10.638,-5.888,-6 -tf_efficientnet_b2.ns_jft_in1k,260,72.360,27.640,91.010,8.990,9.11,0.890,bicubic,-10.052,-5.224,+86 -nest_small_jx.goog_in1k,224,72.360,27.640,90.730,9.270,38.35,0.875,bicubic,-10.762,-5.604,-23 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,72.360,27.640,90.690,9.310,11.07,0.950,bicubic,-10.600,-5.784,+2 -hrnet_w18_ssld.paddle_in1k,288,72.340,27.660,90.780,9.220,21.30,1.000,bilinear,-9.708,-5.464,+143 -resnest101e.in1k,256,72.330,27.670,90.770,9.230,48.28,0.875,bilinear,-10.586,-5.540,+3 -nasnetalarge.tf_in1k,331,72.330,27.670,90.520,9.480,88.75,0.911,bicubic,-10.306,-5.540,+43 -efficientvit_b2.r288_in1k,288,72.310,27.690,90.840,9.160,24.33,1.000,bicubic,-10.774,-5.462,-21 -maxxvit_rmlp_nano_rw_256.sw_in1k,256,72.310,27.690,90.780,9.220,16.78,0.950,bicubic,-10.716,-5.564,-15 -efficientnetv2_rw_t.ra2_in1k,288,72.310,27.690,90.450,9.550,13.65,1.000,bicubic,-10.044,-5.728,+93 -convnext_small.fb_in1k,224,72.300,27.700,90.860,9.140,50.22,0.875,bicubic,-10.844,-5.572,-33 -resnet152d.ra2_in1k,256,72.280,27.720,90.540,9.460,60.21,0.950,bicubic,-10.876,-5.842,-35 -twins_pcpvt_base.in1k,224,72.250,27.750,90.550,9.450,43.83,0.900,bicubic,-10.472,-5.798,+22 -resnext101_32x8d.tv2_in1k,224,72.240,27.760,90.160,9.840,88.79,0.965,bilinear,-10.592,-6.072,+5 -hgnetv2_b2.ssld_stage2_ft_in1k,288,72.230,27.770,90.850,9.150,11.22,1.000,bicubic,-10.130,-5.554,+84 -resnext101_64x4d.tv_in1k,224,72.200,27.800,90.610,9.390,83.46,0.875,bilinear,-10.778,-5.642,-15 -tresnet_xl.miil_in1k_448,448,72.200,27.800,90.110,9.890,78.44,0.875,bilinear,-10.866,-6.070,-25 -crossvit_18_240.in1k,240,72.190,27.810,90.290,9.710,43.27,0.875,bicubic,-10.196,-5.776,+76 -resnetv2_50x1_bit.goog_distilled_in1k,224,72.180,27.820,91.080,8.920,25.55,0.875,bicubic,-10.640,-5.446,+5 -cs3se_edgenet_x.c2ns_in1k,256,72.170,27.830,90.710,9.290,50.72,0.950,bicubic,-10.590,-5.596,+10 -tf_efficientnet_b4.aa_in1k,380,72.170,27.830,90.500,9.500,19.34,0.922,bicubic,-10.870,-5.790,-28 -efficientnet_b4.ra2_in1k,320,72.160,27.840,90.580,9.420,19.34,0.875,bicubic,-10.494,-5.556,+20 -maxvit_nano_rw_256.sw_in1k,256,72.160,27.840,90.440,9.560,15.45,0.950,bicubic,-10.782,-5.784,-16 -regnetx_320.tv2_in1k,224,72.160,27.840,90.180,9.820,107.81,0.965,bicubic,-10.664,-6.012,0 -rexnetr_200.sw_in12k_ft_in1k,288,72.150,27.850,91.240,8.760,16.52,1.000,bicubic,-11.020,-5.410,-54 -tiny_vit_11m_224.dist_in22k_ft_in1k,224,72.140,27.860,91.380,8.620,11.00,0.950,bicubic,-11.092,-5.248,-61 -maxvit_rmlp_nano_rw_256.sw_in1k,256,72.140,27.860,90.320,9.680,15.50,0.950,bicubic,-10.840,-5.952,-26 -cait_xxs36_384.fb_dist_in1k,384,72.130,27.870,90.790,9.210,17.37,1.000,bicubic,-10.078,-5.360,+100 -maxxvitv2_nano_rw_256.sw_in1k,256,72.120,27.880,90.510,9.490,23.70,0.950,bicubic,-10.984,-5.824,-43 -dm_nfnet_f1.dm_in1k,224,72.120,27.880,90.430,9.570,132.63,0.910,bicubic,-11.324,-6.204,-97 -tresnet_m.miil_in21k_ft_in1k,224,72.120,27.880,90.160,9.840,31.39,0.875,bilinear,-10.970,-5.952,-44 -repvit_m1_5.dist_450e_in1k,224,72.110,27.890,90.400,9.600,14.64,0.950,bicubic,-10.410,-5.710,+42 -vit_relpos_medium_patch16_cls_224.sw_in1k,224,72.110,27.890,90.300,9.700,38.76,0.900,bicubic,-10.462,-5.776,+37 -regnetz_c16.ra3_in1k,320,72.090,27.910,90.950,9.050,13.46,1.000,bicubic,-10.570,-5.382,+9 -fastvit_sa24.apple_in1k,256,72.080,27.920,90.740,9.260,21.55,0.900,bicubic,-10.626,-5.538,+2 -xcit_tiny_24_p16_384.fb_dist_in1k,384,72.080,27.920,90.520,9.480,12.12,1.000,bicubic,-10.500,-5.480,+31 -regnetz_c16_evos.ch_in1k,320,72.050,27.950,91.010,8.990,13.49,0.950,bicubic,-10.594,-5.470,+11 -convnext_nano.in12k_ft_in1k,288,72.030,27.970,90.870,9.130,15.59,1.000,bicubic,-10.852,-5.692,-22 -convnextv2_tiny.fcmae_ft_in1k,224,72.030,27.970,90.350,9.650,28.64,0.875,bicubic,-10.918,-5.936,-34 -crossvit_18_dagger_240.in1k,240,72.030,27.970,90.110,9.890,44.27,0.875,bicubic,-10.474,-5.958,+40 -regnety_320.seer_ft_in1k,384,72.020,27.980,90.860,9.140,145.05,1.000,bicubic,-11.306,-5.852,-84 -coat_small.in1k,224,72.000,28.000,90.450,9.550,21.69,0.900,bicubic,-10.376,-5.764,+54 -resnext101_64x4d.c1_in1k,224,71.980,28.020,89.710,10.290,83.46,0.950,bicubic,-10.466,-6.210,+44 -regnety_040.ra3_in1k,224,71.970,28.030,90.350,9.650,20.65,0.950,bicubic,-10.346,-5.726,+62 -regnetv_040.ra3_in1k,224,71.960,28.040,90.480,9.520,20.64,0.950,bicubic,-10.488,-5.724,+41 -resnet101.a1h_in1k,288,71.950,28.050,90.760,9.240,44.55,1.000,bicubic,-10.852,-5.560,-19 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,71.950,28.050,90.420,9.580,11.07,0.950,bicubic,-10.412,-5.836,+51 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,71.930,28.070,90.740,9.260,11.07,1.000,bicubic,-10.566,-5.540,+31 -cs3edgenet_x.c2_in1k,288,71.930,28.070,90.390,9.610,47.82,1.000,bicubic,-10.816,-6.000,-17 -mobilenetv4_conv_large.e500_r256_in1k,320,71.930,28.070,90.190,9.810,32.59,1.000,bicubic,-10.744,-6.126,-9 -regnety_160.tv2_in1k,224,71.920,28.080,90.220,9.780,83.59,0.965,bicubic,-10.726,-6.010,-5 -convnext_tiny_hnf.a2h_in1k,288,71.920,28.080,89.620,10.380,28.59,1.000,bicubic,-10.688,-6.772,+7 -swinv2_tiny_window16_256.ms_in1k,256,71.910,28.090,90.490,9.510,28.35,0.900,bicubic,-10.918,-5.732,-33 -regnetz_c16_evos.ch_in1k,256,71.890,28.110,90.750,9.250,13.49,0.950,bicubic,-10.052,-5.220,+112 -dm_nfnet_f0.dm_in1k,256,71.890,28.110,90.670,9.330,71.49,0.900,bicubic,-11.580,-5.898,-126 -davit_tiny.msft_in1k,224,71.890,28.110,90.230,9.770,28.36,0.950,bicubic,-10.808,-6.054,-15 -inception_next_tiny.sail_in1k,224,71.890,28.110,90.020,9.980,28.06,0.875,bicubic,-10.618,-5.980,+20 -vit_little_patch16_reg4_gap_256.sbb_in1k,256,71.880,28.120,90.760,9.240,22.52,0.950,bicubic,-10.634,-5.500,+18 -convnext_tiny.fb_in1k,288,71.870,28.130,90.180,9.820,28.59,1.000,bicubic,-10.824,-5.964,-19 -resnet101.a1_in1k,288,71.850,28.150,89.120,10.880,44.55,1.000,bicubic,-10.472,-6.508,+45 -resnetrs152.tf_in1k,256,71.840,28.160,90.200,9.800,86.62,1.000,bicubic,-11.046,-6.432,-45 -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,71.820,28.180,91.260,8.740,217.32,1.000,bilinear,-12.172,-5.872,-225 -convnextv2_nano.fcmae_ft_in22k_in1k,288,71.820,28.180,90.760,9.240,15.62,1.000,bicubic,-10.846,-5.786,-20 -xcit_tiny_12_p8_384.fb_dist_in1k,384,71.790,28.210,90.720,9.280,6.71,1.000,bicubic,-10.602,-5.494,+28 -seresnext50_32x4d.racm_in1k,288,71.790,28.210,89.950,10.050,27.56,0.950,bicubic,-10.396,-6.198,+65 -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,71.770,28.230,90.510,9.490,18.45,1.000,bicubic,-11.640,-6.062,-125 -efficientformer_l3.snap_dist_in1k,224,71.770,28.230,90.190,9.810,31.41,0.950,bicubic,-10.794,-6.052,+5 -resnet152.a1h_in1k,224,71.760,28.240,90.270,9.730,60.19,0.950,bicubic,-11.058,-5.854,-43 -regnetx_160.tv2_in1k,224,71.760,28.240,90.120,9.880,54.28,0.965,bicubic,-10.816,-5.936,+1 -sequencer2d_s.in1k,224,71.750,28.250,90.520,9.480,27.65,0.875,bicubic,-10.586,-5.512,+32 -swin_small_patch4_window7_224.ms_in1k,224,71.750,28.250,90.220,9.780,49.61,0.900,bicubic,-11.478,-6.106,-105 -hgnet_tiny.ssld_in1k,224,71.740,28.260,90.530,9.470,14.74,0.965,bicubic,-10.200,-5.584,+98 -resnet152.a2_in1k,288,71.740,28.260,89.300,10.700,60.19,1.000,bicubic,-10.880,-6.444,-19 -efficientvit_b2.r256_in1k,256,71.730,28.270,90.250,9.750,24.33,1.000,bicubic,-10.982,-5.842,-38 -pvt_v2_b2_li.in1k,224,71.730,28.270,90.080,9.920,22.55,0.900,bicubic,-10.472,-6.030,+55 -convnext_nano.in12k_ft_in1k,224,71.670,28.330,90.600,9.400,15.59,0.950,bicubic,-10.636,-5.738,+29 -resnet50.fb_swsl_ig1b_ft_in1k,224,71.670,28.330,90.580,9.420,25.56,0.875,bilinear,-9.476,-4.986,+196 -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,71.670,28.330,90.290,9.710,86.43,0.900,bicubic,-11.092,-5.888,-52 -flexivit_small.1200ep_in1k,240,71.670,28.330,90.260,9.740,22.06,0.950,bicubic,-10.922,-5.890,-13 -hiera_tiny_224.mae_in1k_ft_in1k,224,71.670,28.330,89.950,10.050,27.91,0.900,bicubic,-11.154,-6.252,-53 -crossvit_15_dagger_240.in1k,240,71.670,28.330,89.790,10.210,28.21,0.875,bicubic,-10.636,-6.178,+31 -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,71.660,28.340,90.540,9.460,14.25,1.000,bicubic,-11.268,-5.912,-74 -pit_b_224.in1k,224,71.650,28.350,89.290,10.710,73.76,0.900,bicubic,-10.810,-6.418,+2 -repvit_m1_5.dist_300e_in1k,224,71.630,28.370,90.210,9.790,14.64,0.950,bicubic,-10.752,-5.816,+11 -vit_relpos_base_patch16_224.sw_in1k,224,71.620,28.380,90.230,9.770,86.43,0.900,bicubic,-10.856,-5.914,-4 -gcvit_xtiny.in1k,224,71.620,28.380,90.150,9.850,19.98,0.875,bicubic,-10.348,-5.816,+76 -flexivit_small.600ep_in1k,240,71.610,28.390,90.120,9.880,22.06,0.950,bicubic,-10.782,-5.920,+6 -hgnetv2_b2.ssld_stage1_in22k_in1k,288,71.600,28.400,90.540,9.460,11.22,1.000,bicubic,-9.860,-5.468,+139 -swinv2_cr_small_224.sw_in1k,224,71.600,28.400,90.140,9.860,49.70,0.900,bicubic,-11.526,-5.970,-111 -resnet61q.ra2_in1k,288,71.600,28.400,90.130,9.870,36.85,1.000,bicubic,-10.924,-6.384,-16 -resnetaa50d.sw_in12k_ft_in1k,224,71.600,28.400,89.690,10.310,25.58,0.950,bicubic,-10.182,-6.346,+97 -eca_nfnet_l0.ra2_in1k,288,71.590,28.410,91.000,9.000,24.14,1.000,bicubic,-11.006,-5.490,-30 -coatnet_bn_0_rw_224.sw_in1k,224,71.590,28.410,90.310,9.690,27.44,0.950,bicubic,-10.804,-5.884,-4 -efficientnet_b3.ra2_in1k,320,71.590,28.410,89.990,10.010,12.23,1.000,bicubic,-10.708,-6.138,+20 -resnet152.tv2_in1k,224,71.580,28.420,89.880,10.120,60.19,0.965,bilinear,-10.714,-6.120,+17 -flexivit_small.300ep_in1k,240,71.580,28.420,89.830,10.170,22.06,0.950,bicubic,-10.590,-6.196,+38 -mvitv2_tiny.fb_in1k,224,71.560,28.440,90.220,9.780,24.17,0.900,bicubic,-10.848,-5.930,-8 -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,71.520,28.480,90.640,9.360,15.62,1.000,bicubic,-11.842,-6.100,-150 -xcit_large_24_p16_224.fb_in1k,224,71.520,28.480,89.200,10.800,189.10,1.000,bicubic,-11.370,-6.682,-86 -convit_base.fb_in1k,224,71.510,28.490,90.090,9.910,86.54,0.875,bicubic,-10.784,-5.910,+14 -poolformer_m48.sail_in1k,224,71.510,28.490,89.720,10.280,73.47,0.950,bicubic,-10.952,-6.248,-16 -resnetv2_50d_evos.ah_in1k,288,71.500,28.500,90.050,9.950,25.59,1.000,bicubic,-10.500,-5.848,+52 -resnet101d.ra2_in1k,256,71.490,28.510,89.860,10.140,44.57,0.950,bicubic,-10.762,-6.208,+15 -ecaresnet101d_pruned.miil_in1k,288,71.480,28.520,90.440,9.560,24.88,0.950,bicubic,-10.526,-5.724,+48 -tresnet_l.miil_in1k_448,448,71.480,28.520,89.960,10.040,55.99,0.875,bilinear,-10.798,-6.028,+12 -regnety_032.ra_in1k,224,71.450,28.550,90.190,9.810,19.44,0.950,bicubic,-10.492,-5.960,+63 -tresnet_xl.miil_in1k,224,71.450,28.550,89.470,10.530,78.44,0.875,bilinear,-10.614,-6.460,+39 -resnetaa50d.sw_in12k_ft_in1k,288,71.440,28.560,90.360,9.640,25.58,1.000,bicubic,-11.204,-6.130,-62 -poolformerv2_m48.sail_in1k,224,71.440,28.560,89.820,10.180,73.35,1.000,bicubic,-11.172,-6.248,-53 -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,71.430,28.570,90.310,9.690,88.79,0.875,bilinear,-10.190,-5.726,+91 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,71.430,28.570,90.230,9.770,236.34,0.875,bicubic,-11.486,-6.346,-102 -fbnetv3_g.ra2_in1k,288,71.410,28.590,90.270,9.730,16.62,0.950,bilinear,-10.630,-5.794,+38 -nextvit_small.bd_in1k,224,71.390,28.610,90.380,9.620,31.76,0.950,bicubic,-11.230,-5.842,-60 -efficientvit_b2.r224_in1k,224,71.390,28.610,89.670,10.330,24.33,0.950,bicubic,-10.772,-6.040,+21 -vit_base_patch32_clip_224.laion2b_ft_in1k,224,71.370,28.630,90.450,9.550,88.22,0.900,bicubic,-11.260,-5.754,-63 -pvt_v2_b2.in1k,224,71.350,28.650,89.980,10.020,25.36,0.900,bicubic,-10.744,-5.976,+27 -coatnet_0_rw_224.sw_in1k,224,71.350,28.650,89.370,10.630,27.44,0.950,bicubic,-11.044,-6.474,-26 -resnet152.a1_in1k,288,71.330,28.670,89.280,10.720,60.19,1.000,bicubic,-11.414,-6.440,-85 -xcit_tiny_24_p8_224.fb_in1k,224,71.310,28.690,90.300,9.700,12.11,1.000,bicubic,-10.580,-5.680,+54 -wide_resnet50_2.racm_in1k,288,71.310,28.690,90.160,9.840,68.88,0.950,bicubic,-10.956,-5.902,-3 -ecaresnet101d.miil_in1k,224,71.300,28.700,90.190,9.810,44.57,0.875,bicubic,-10.886,-5.872,+10 -wide_resnet101_2.tv2_in1k,224,71.300,28.700,89.730,10.270,126.89,0.965,bilinear,-11.216,-6.282,-47 -nfnet_l0.ra2_in1k,224,71.300,28.700,89.530,10.470,35.07,0.900,bicubic,-10.568,-6.506,+52 -resnetv2_101.a1h_in1k,224,71.290,28.710,89.770,10.230,44.54,0.950,bicubic,-10.752,-6.096,+24 -resnext101_32x8d.tv2_in1k,176,71.290,28.710,89.310,10.690,88.79,0.875,bilinear,-10.700,-6.406,+33 -regnetz_c16.ra3_in1k,256,71.260,28.740,90.270,9.730,13.46,0.940,bicubic,-10.900,-5.784,+10 -hgnet_small.paddle_in1k,288,71.240,28.760,90.170,9.830,24.36,1.000,bicubic,-10.974,-6.054,-2 -tf_efficientnet_b4.in1k,380,71.240,28.760,90.030,9.970,19.34,0.922,bicubic,-11.368,-5.994,-70 -cs3sedarknet_x.c2ns_in1k,256,71.230,28.770,90.400,9.600,35.40,0.887,bicubic,-10.696,-5.622,+42 -hgnetv2_b2.ssld_stage2_ft_in1k,224,71.220,28.780,90.390,9.610,11.22,0.965,bicubic,-10.346,-5.508,+76 -vit_relpos_medium_patch16_224.sw_in1k,224,71.220,28.780,89.960,10.040,38.75,0.900,bicubic,-11.246,-6.124,-47 -mixer_b16_224.miil_in21k_ft_in1k,224,71.200,28.800,89.520,10.480,59.88,0.875,bilinear,-11.110,-6.194,-25 -rexnetr_200.sw_in12k_ft_in1k,224,71.190,28.810,90.500,9.500,16.52,0.950,bicubic,-11.418,-5.626,-77 -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,71.190,28.810,90.440,9.560,194.03,0.875,bilinear,-10.690,-5.660,+41 -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,71.170,28.830,90.240,9.760,10.59,1.000,bicubic,-11.436,-6.070,-76 -ecaresnet50t.a1_in1k,288,71.170,28.830,89.540,10.460,25.57,1.000,bicubic,-10.942,-6.114,+5 -pit_s_distilled_224.in1k,224,71.160,28.840,89.670,10.330,24.04,0.900,bicubic,-10.682,-6.030,+44 -convnext_tiny_hnf.a2h_in1k,224,71.150,28.850,89.320,10.680,28.59,0.950,bicubic,-11.080,-6.540,-17 -crossvit_base_240.in1k,240,71.140,28.860,89.760,10.240,105.03,0.875,bicubic,-11.088,-6.054,-17 -ecaresnet50t.ra2_in1k,320,71.130,28.870,90.400,9.600,25.57,0.950,bicubic,-11.240,-5.720,-44 -xcit_small_24_p16_224.fb_in1k,224,71.130,28.870,89.520,10.480,47.67,1.000,bicubic,-11.450,-6.734,-72 -convnextv2_nano.fcmae_ft_in22k_in1k,224,71.120,28.880,90.300,9.700,15.62,0.875,bicubic,-10.918,-5.874,+9 -convmixer_1536_20.in1k,224,71.120,28.880,89.450,10.550,51.63,0.960,bicubic,-10.250,-6.180,+102 -resnet51q.ra2_in1k,288,71.110,28.890,90.040,9.960,35.70,1.000,bilinear,-11.246,-6.138,-45 -hrnet_w18_ssld.paddle_in1k,224,71.110,28.890,89.870,10.130,21.30,0.950,bilinear,-10.022,-5.764,+133 -resnext50_32x4d.a1h_in1k,288,71.100,28.900,89.680,10.320,25.03,1.000,bicubic,-10.912,-6.252,+5 -focalnet_tiny_srf.ms_in1k,224,71.100,28.900,89.580,10.420,28.43,0.900,bicubic,-11.044,-6.390,-8 -tf_efficientnet_b3.ap_in1k,300,71.100,28.900,89.320,10.680,12.23,0.904,bicubic,-10.754,-6.288,+31 -efficientformerv2_s2.snap_dist_in1k,224,71.090,28.910,90.080,9.920,12.71,0.950,bicubic,-11.060,-5.832,-13 -xcit_small_12_p16_224.fb_in1k,224,71.090,28.910,89.660,10.340,26.25,1.000,bicubic,-10.892,-6.154,+9 -tf_efficientnetv2_b3.in21k_ft_in1k,300,71.060,28.940,90.530,9.470,14.36,0.900,bicubic,-11.574,-6.100,-103 -cs3edgenet_x.c2_in1k,256,71.060,28.940,89.880,10.120,47.82,0.887,bicubic,-11.154,-6.016,-26 -focalnet_tiny_lrf.ms_in1k,224,71.060,28.940,89.520,10.480,28.65,0.900,bicubic,-11.114,-6.428,-19 -vit_base_patch16_224.orig_in21k_ft_in1k,224,71.050,28.950,90.420,9.580,86.57,0.900,bicubic,-10.736,-5.704,+32 -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,71.050,28.950,89.950,10.050,38.73,0.900,bicubic,-11.258,-6.032,-46 -coat_lite_small.in1k,224,71.030,28.970,89.580,10.420,19.84,0.900,bicubic,-11.272,-6.254,-45 -convnextv2_nano.fcmae_ft_in1k,288,71.020,28.980,90.120,9.880,15.62,1.000,bicubic,-11.476,-6.108,-77 -deit_base_patch16_224.fb_in1k,224,71.010,28.990,89.190,10.810,86.57,0.900,bicubic,-10.970,-6.598,+2 -mobilenetv4_conv_large.e500_r256_in1k,256,71.000,29.000,89.410,10.590,32.59,0.950,bicubic,-10.864,-6.286,+17 -ecaresnet50d.miil_in1k,288,70.990,29.010,90.280,9.720,25.58,0.950,bicubic,-10.650,-5.606,+38 -edgenext_small.usi_in1k,320,70.990,29.010,89.790,10.210,5.59,1.000,bicubic,-10.582,-5.922,+44 -repvit_m3.dist_in1k,224,70.990,29.010,89.500,10.500,10.68,0.950,bicubic,-10.504,-6.062,+58 -resnetv2_50d_gn.ah_in1k,288,70.980,29.020,89.810,10.190,25.57,1.000,bicubic,-10.982,-6.126,0 -fastvit_sa12.apple_dist_in1k,256,70.980,29.020,89.210,10.790,11.58,0.900,bicubic,-10.862,-6.514,+18 -swin_s3_tiny_224.ms_in1k,224,70.970,29.030,89.870,10.130,28.33,0.900,bicubic,-11.158,-6.088,-26 -tiny_vit_11m_224.in1k,224,70.960,29.040,89.840,10.160,11.00,0.950,bicubic,-10.578,-6.030,+45 -xcit_tiny_12_p8_224.fb_dist_in1k,224,70.960,29.040,89.720,10.280,6.71,1.000,bicubic,-10.252,-5.896,+98 -mobilevitv2_200.cvnets_in22k_ft_in1k,256,70.950,29.050,89.560,10.440,18.45,0.888,bicubic,-11.372,-6.380,-64 -rexnet_200.nav_in1k,224,70.940,29.060,89.880,10.120,16.37,0.875,bicubic,-10.700,-5.788,+30 -xcit_medium_24_p16_224.fb_in1k,224,70.940,29.060,89.420,10.580,84.40,1.000,bicubic,-11.692,-6.560,-118 -convnext_tiny.fb_in1k,224,70.930,29.070,89.820,10.180,28.59,0.875,bicubic,-11.136,-6.034,-26 -tnt_s_patch16_224,224,70.920,29.080,89.520,10.480,23.76,0.900,bicubic,-10.608,-6.214,+40 -visformer_small.in1k,224,70.920,29.080,89.330,10.670,40.22,0.900,bicubic,-11.176,-6.546,-31 -halo2botnet50ts_256.a1h_in1k,256,70.910,29.090,89.540,10.460,22.64,0.950,bicubic,-11.174,-6.118,-30 -vit_large_patch32_384.orig_in21k_ft_in1k,384,70.890,29.110,90.440,9.560,306.63,1.000,bicubic,-10.616,-5.048,+39 -vit_srelpos_medium_patch16_224.sw_in1k,224,70.890,29.110,89.900,10.100,38.74,0.900,bicubic,-11.360,-6.028,-57 -cs3sedarknet_l.c2ns_in1k,288,70.870,29.130,90.290,9.710,21.91,0.950,bicubic,-10.896,-5.676,+12 -coatnext_nano_rw_224.sw_in1k,224,70.870,29.130,90.190,9.810,14.70,0.900,bicubic,-11.128,-5.104,-22 -cs3darknet_x.c2ns_in1k,288,70.870,29.130,90.040,9.960,35.05,1.000,bicubic,-11.366,-6.192,-61 -coatnet_rmlp_nano_rw_224.sw_in1k,224,70.870,29.130,89.910,10.090,15.15,0.900,bicubic,-11.192,-5.960,-32 -resnet101.a1h_in1k,224,70.870,29.130,89.590,10.410,44.55,0.950,bicubic,-11.080,-6.170,-15 -resnest50d_4s2x40d.in1k,224,70.860,29.140,89.520,10.480,30.42,0.875,bicubic,-10.286,-6.460,+91 -poolformer_m36.sail_in1k,224,70.860,29.140,89.430,10.570,56.17,0.950,bicubic,-11.244,-6.268,-41 -nest_tiny_jx.goog_in1k,224,70.840,29.160,89.770,10.230,17.06,0.875,bicubic,-10.588,-5.856,+50 -vit_base_patch16_rpn_224.sw_in1k,224,70.840,29.160,89.760,10.240,86.54,0.900,bicubic,-11.376,-6.238,-61 -resnet101.a2_in1k,288,70.820,29.180,89.250,10.750,44.55,1.000,bicubic,-11.404,-6.488,-64 -wide_resnet50_2.tv2_in1k,224,70.820,29.180,89.170,10.830,68.88,0.965,bilinear,-10.778,-6.594,+18 -eca_nfnet_l0.ra2_in1k,224,70.800,29.200,89.840,10.160,24.14,0.900,bicubic,-10.964,-5.430,+3 -deit3_small_patch16_224.fb_in1k,224,70.790,29.210,89.430,10.570,22.06,0.900,bicubic,-10.584,-6.122,+54 -lamhalobotnet50ts_256.a1h_in1k,256,70.790,29.210,89.010,10.990,22.57,0.950,bicubic,-10.758,-6.484,+19 -tresnet_m.miil_in1k_448,448,70.780,29.220,88.700,11.300,31.39,0.875,bilinear,-10.930,-6.862,+2 -resnetrs101.tf_in1k,288,70.770,29.230,89.690,10.310,63.62,0.940,bicubic,-11.524,-6.248,-79 -efficientnet_b3.ra2_in1k,288,70.770,29.230,89.390,10.610,12.23,0.875,bicubic,-10.704,-6.280,+31 -convnext_nano.d1h_in1k,288,70.760,29.240,89.390,10.610,15.59,1.000,bicubic,-10.714,-6.322,+29 -regnetx_080.tv2_in1k,224,70.760,29.240,89.200,10.800,39.57,0.965,bicubic,-10.800,-6.342,+13 -resnet152.a2_in1k,224,70.760,29.240,88.540,11.460,60.19,0.950,bicubic,-11.004,-7.458,-2 -poolformerv2_m36.sail_in1k,224,70.750,29.250,89.460,10.540,56.08,1.000,bicubic,-11.464,-6.478,-70 -coatnet_nano_rw_224.sw_in1k,224,70.740,29.260,89.610,10.390,15.14,0.900,bicubic,-10.964,-6.040,-4 -vit_base_patch32_clip_224.openai_ft_in1k,224,70.730,29.270,89.920,10.080,88.22,0.900,bicubic,-11.216,-6.054,-33 -seresnet50.ra2_in1k,288,70.730,29.270,89.740,10.260,28.09,0.950,bicubic,-10.552,-5.912,+55 -tf_efficientnet_b1.ns_jft_in1k,240,70.720,29.280,89.970,10.030,7.79,0.882,bicubic,-10.668,-5.570,+39 -swinv2_cr_tiny_ns_224.sw_in1k,224,70.720,29.280,89.380,10.620,28.33,0.900,bicubic,-11.076,-6.444,-17 -wide_resnet50_2.racm_in1k,224,70.720,29.280,89.100,10.900,68.88,0.875,bicubic,-10.768,-6.444,+18 -regnety_032.tv2_in1k,224,70.710,29.290,89.850,10.150,19.44,0.965,bicubic,-11.088,-5.996,-20 -convit_small.fb_in1k,224,70.710,29.290,89.500,10.500,27.78,0.875,bicubic,-10.704,-6.236,+34 -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,70.700,29.300,90.970,9.030,44.54,1.000,bilinear,-11.632,-5.556,-103 -ecaresnetlight.miil_in1k,288,70.690,29.310,89.870,10.130,30.16,0.950,bicubic,-10.726,-5.924,+29 -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,70.680,29.320,90.490,9.510,28.29,0.900,bicubic,-10.286,-5.530,+85 -cs3darknet_x.c2ns_in1k,256,70.680,29.320,89.780,10.220,35.05,0.950,bicubic,-11.176,-5.960,-31 -tf_efficientnetv2_b3.in1k,300,70.680,29.320,89.420,10.580,14.36,0.904,bicubic,-11.280,-6.354,-45 -tresnet_l.miil_in1k,224,70.670,29.330,89.630,10.370,55.99,0.875,bilinear,-10.828,-6.022,+4 -levit_384.fb_dist_in1k,224,70.670,29.330,89.290,10.710,39.13,0.900,bicubic,-11.928,-6.726,-150 -levit_conv_384.fb_dist_in1k,224,70.670,29.330,89.290,10.710,39.13,0.900,bicubic,-11.930,-6.730,-150 -vit_small_patch16_224.augreg_in21k_ft_in1k,224,70.660,29.340,90.090,9.910,22.05,0.900,bicubic,-10.754,-6.060,+23 -resnet50d.ra4_e3600_r224_in1k,288,70.650,29.350,89.500,10.500,25.58,1.000,bicubic,-11.180,-6.420,-32 -resnet61q.ra2_in1k,256,70.630,29.370,89.800,10.200,36.85,0.900,bicubic,-11.336,-6.052,-54 -crossvit_small_240.in1k,240,70.610,29.390,89.350,10.650,26.86,0.875,bicubic,-10.430,-6.118,+73 -mobilevitv2_175.cvnets_in22k_ft_in1k,256,70.570,29.430,89.630,10.370,14.25,0.888,bicubic,-11.374,-6.164,-51 -resnet50_gn.a1h_in1k,288,70.570,29.430,89.480,10.520,25.56,0.950,bicubic,-10.638,-6.152,+46 -resnet152.a1_in1k,224,70.570,29.430,88.420,11.580,60.19,0.950,bicubic,-11.428,-7.468,-63 -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,70.560,29.440,90.040,9.960,36.43,0.900,bicubic,-11.284,-5.984,-43 -cait_xxs24_384.fb_dist_in1k,384,70.560,29.440,89.780,10.220,12.03,1.000,bicubic,-10.402,-5.862,+74 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,70.560,29.440,89.530,10.470,11.07,0.950,bicubic,-10.914,-6.162,+3 -convnextv2_nano.fcmae_ft_in1k,224,70.550,29.450,89.360,10.640,15.62,0.875,bicubic,-11.306,-6.596,-46 -resnet51q.ra2_in1k,256,70.530,29.470,89.490,10.510,35.70,0.875,bilinear,-11.248,-6.460,-37 -resnet101.tv2_in1k,224,70.530,29.470,89.360,10.640,44.55,0.965,bilinear,-11.376,-6.408,-53 -twins_pcpvt_small.in1k,224,70.520,29.480,89.100,10.900,24.11,0.900,bicubic,-10.602,-6.516,+52 -gc_efficientnetv2_rw_t.agc_in1k,224,70.510,29.490,89.660,10.340,13.68,1.000,bicubic,-10.758,-5.966,+29 -coat_mini.in1k,224,70.510,29.490,89.580,10.420,10.34,0.900,bicubic,-10.794,-5.808,+21 -vit_relpos_small_patch16_224.sw_in1k,224,70.490,29.510,89.970,10.030,21.98,0.900,bicubic,-10.986,-5.854,-10 -efficientnet_b1.ra4_e3600_r240_in1k,288,70.490,29.510,89.580,10.420,7.79,1.000,bicubic,-10.944,-6.116,+1 -legacy_senet154.in1k,224,70.490,29.510,88.930,11.070,115.09,0.875,bilinear,-10.836,-6.566,+18 -deit_small_distilled_patch16_224.fb_in1k,224,70.480,29.520,89.410,10.590,22.44,0.900,bicubic,-10.736,-5.970,+31 -halonet50ts.a1h_in1k,256,70.480,29.520,89.180,10.820,22.73,0.940,bicubic,-11.170,-6.434,-37 -seresnext101_64x4d.gluon_in1k,224,70.470,29.530,89.180,10.820,88.23,0.875,bicubic,-10.416,-6.088,+72 -swinv2_tiny_window8_256.ms_in1k,256,70.450,29.550,89.450,10.550,28.35,0.900,bicubic,-11.374,-6.538,-52 -hgnet_small.paddle_in1k,224,70.440,29.560,89.480,10.520,24.36,0.965,bicubic,-10.986,-6.366,-4 -tf_efficientnet_b3.aa_in1k,300,70.440,29.560,89.330,10.670,12.23,0.904,bicubic,-11.208,-6.394,-39 -resnetv2_50.a1h_in1k,288,70.440,29.560,89.200,10.800,25.55,1.000,bicubic,-10.968,-6.512,+1 -crossvit_15_240.in1k,240,70.420,29.580,89.520,10.480,27.53,0.875,bicubic,-11.098,-6.176,-30 -twins_svt_small.in1k,224,70.420,29.580,89.350,10.650,24.06,0.900,bicubic,-11.272,-6.318,-46 -regnetz_b16.ra3_in1k,288,70.420,29.580,89.220,10.780,9.72,1.000,bicubic,-10.318,-6.310,+89 -seresnext50_32x4d.racm_in1k,224,70.420,29.580,89.120,10.880,27.56,0.875,bicubic,-10.848,-6.454,+16 -hgnetv2_b2.ssld_stage1_in22k_in1k,224,70.410,29.590,89.650,10.350,11.22,0.965,bicubic,-10.336,-5.848,+86 -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,70.400,29.600,89.810,10.190,44.18,0.875,bilinear,-10.536,-5.922,+56 -resnest50d_1s4x24d.in1k,224,70.400,29.600,89.200,10.800,25.68,0.875,bicubic,-10.618,-6.136,+46 -poolformerv2_s36.sail_in1k,224,70.390,29.610,89.610,10.390,30.79,1.000,bicubic,-11.186,-6.070,-44 -resnet50d.ra2_in1k,288,70.390,29.610,89.290,10.710,25.58,0.950,bicubic,-10.960,-6.452,-5 -resnet50.c2_in1k,288,70.390,29.610,89.180,10.820,25.56,1.000,bicubic,-10.466,-6.346,+65 -gernet_l.idstcv_in1k,256,70.390,29.610,88.960,11.040,31.08,0.875,bilinear,-10.984,-6.494,-5 -senet154.gluon_in1k,224,70.390,29.610,88.920,11.080,115.09,0.875,bicubic,-10.868,-6.438,+10 -repvit_m1_1.dist_450e_in1k,224,70.370,29.630,89.240,10.760,8.80,0.950,bicubic,-10.932,-6.332,-1 -ecaresnet50t.a2_in1k,288,70.360,29.640,89.080,10.920,25.57,1.000,bicubic,-11.322,-6.452,-57 -fbnetv3_g.ra2_in1k,240,70.350,29.650,89.600,10.400,16.62,0.950,bilinear,-10.902,-6.082,+6 -convnext_nano_ols.d1h_in1k,288,70.330,29.670,88.980,11.020,15.65,1.000,bicubic,-11.282,-6.646,-53 -tf_efficientnet_lite4.in1k,380,70.320,29.680,89.180,10.820,13.01,0.920,bilinear,-11.226,-6.486,-46 -gcresnext50ts.ch_in1k,288,70.280,29.720,89.240,10.760,15.67,1.000,bicubic,-10.954,-6.296,+5 -sebotnet33ts_256.a1h_in1k,256,70.260,29.740,88.640,11.360,13.70,0.940,bicubic,-10.892,-6.520,+10 -resnest50d.in1k,224,70.260,29.740,88.620,11.380,27.48,0.875,bilinear,-10.698,-6.752,+39 -convnext_nano.d1h_in1k,224,70.260,29.740,88.450,11.550,15.59,0.950,bicubic,-10.502,-6.882,+69 -cs3sedarknet_l.c2ns_in1k,256,70.250,29.750,89.790,10.210,21.91,0.887,bicubic,-10.970,-6.016,+2 -efficientnetv2_rw_t.ra2_in1k,224,70.250,29.750,89.670,10.330,13.65,1.000,bicubic,-11.122,-5.882,-18 -gcresnet50t.ra2_in1k,288,70.200,29.800,89.530,10.470,25.90,1.000,bicubic,-11.258,-6.192,-35 -resnetaa50.a1h_in1k,288,70.190,29.810,89.870,10.130,25.56,1.000,bicubic,-11.414,-5.938,-62 -xception41p.ra3_in1k,299,70.190,29.810,89.150,10.850,26.91,0.940,bicubic,-11.790,-6.592,-105 -resnet152s.gluon_in1k,224,70.170,29.830,88.860,11.140,60.32,0.875,bicubic,-10.878,-6.582,+23 -vit_srelpos_small_patch16_224.sw_in1k,224,70.160,29.840,89.520,10.480,21.97,0.900,bicubic,-10.948,-6.060,+13 -mobilenetv4_hybrid_medium.e500_r224_in1k,256,70.150,29.850,89.440,10.560,11.07,1.000,bicubic,-11.134,-6.300,-15 -cs3darknet_l.c2ns_in1k,288,70.140,29.860,89.610,10.390,21.16,0.950,bicubic,-10.748,-6.052,+37 -efficientnet_el.ra_in1k,300,70.110,29.890,89.170,10.830,10.59,0.904,bicubic,-11.196,-6.370,-21 -resmlp_36_224.fb_distilled_in1k,224,70.100,29.900,89.060,10.940,44.69,0.875,bicubic,-11.050,-6.448,0 -seresnet50.a2_in1k,288,70.080,29.920,88.700,11.300,28.09,1.000,bicubic,-11.012,-6.536,+11 -resnet101.a1_in1k,224,70.080,29.920,88.570,11.430,44.55,0.950,bicubic,-11.414,-6.594,-54 -resnetv2_50d_evos.ah_in1k,224,70.070,29.930,89.070,10.930,25.59,0.950,bicubic,-10.758,-6.200,+44 -resnet50.d_in1k,288,70.060,29.940,88.610,11.390,25.56,1.000,bicubic,-10.952,-6.846,+18 -poolformer_s36.sail_in1k,224,70.050,29.950,89.170,10.830,30.86,0.900,bicubic,-11.382,-6.274,-43 -repvgg_b3.rvgg_in1k,224,70.030,29.970,88.640,11.360,123.09,0.875,bilinear,-10.488,-6.614,+84 -mobilenetv4_conv_medium.e500_r256_in1k,320,70.010,29.990,89.480,10.520,9.72,1.000,bicubic,-10.870,-6.282,+32 -edgenext_small.usi_in1k,256,70.000,30.000,89.230,10.770,5.59,0.950,bicubic,-11.064,-6.100,+7 -inception_resnet_v2.tf_in1k,299,70.000,30.000,88.630,11.370,55.84,0.897,bicubic,-10.446,-6.290,+94 -levit_256.fb_dist_in1k,224,69.980,30.020,89.170,10.830,18.89,0.900,bicubic,-11.526,-6.296,-66 -levit_conv_256.fb_dist_in1k,224,69.980,30.020,89.170,10.830,18.89,0.900,bicubic,-11.526,-6.918,-68 -haloregnetz_b.ra3_in1k,224,69.980,30.020,88.860,11.140,11.68,0.940,bicubic,-11.072,-6.340,+7 -mobilenet_edgetpu_v2_m,256,69.950,30.050,88.930,11.070,8.46,0.950,bicubic,-10.732,-6.514,+58 -resnet50.c1_in1k,288,69.950,30.050,88.920,11.080,25.56,1.000,bicubic,-10.978,-6.634,+17 -resnet50d.a1_in1k,288,69.940,30.060,88.360,11.640,25.58,1.000,bicubic,-11.504,-6.864,-56 -regnety_320.pycls_in1k,224,69.930,30.070,88.760,11.240,145.05,0.875,bicubic,-10.866,-6.480,+37 -ecaresnet50t.a1_in1k,224,69.920,30.080,88.650,11.350,25.57,0.950,bicubic,-11.364,-6.500,-34 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,69.910,30.090,88.920,11.080,8.46,0.950,bicubic,-10.774,-6.522,+52 -seresnext101_32x4d.gluon_in1k,224,69.910,30.090,88.860,11.140,48.96,0.875,bicubic,-10.976,-6.448,+17 -resnext50_32x4d.ra_in1k,288,69.910,30.090,88.390,11.610,25.03,0.950,bicubic,-10.796,-6.968,+49 -ecaresnet50t.ra2_in1k,256,69.860,30.140,89.400,10.600,25.57,0.875,bicubic,-11.586,-6.278,-63 -resnet101.a2_in1k,224,69.860,30.140,88.270,11.730,44.55,0.950,bicubic,-11.484,-6.928,-46 -ecaresnet50d_pruned.miil_in1k,288,69.840,30.160,89.600,10.400,19.94,0.950,bicubic,-10.968,-5.978,+28 -ese_vovnet39b.ra_in1k,288,69.840,30.160,89.550,10.450,24.57,0.950,bicubic,-10.538,-6.148,+90 -fastvit_s12.apple_dist_in1k,256,69.840,30.160,88.700,11.300,9.47,0.900,bicubic,-11.234,-6.578,-9 -resnet152d.gluon_in1k,224,69.820,30.180,88.460,11.540,60.21,0.875,bicubic,-10.656,-6.736,+69 -pit_s_224.in1k,224,69.810,30.190,88.840,11.160,23.46,0.900,bicubic,-11.316,-6.488,-21 -sehalonet33ts.ra2_in1k,256,69.810,30.190,88.710,11.290,13.69,0.940,bicubic,-11.162,-6.562,-4 -seresnet50.a1_in1k,288,69.810,30.190,88.450,11.550,28.09,1.000,bicubic,-11.294,-6.670,-19 -regnety_016.tv2_in1k,224,69.800,30.200,89.340,10.660,11.20,0.965,bicubic,-10.896,-6.000,+38 -ecaresnet101d_pruned.miil_in1k,224,69.800,30.200,89.330,10.670,24.88,0.875,bicubic,-11.014,-6.290,+20 -resnetaa50.a1h_in1k,224,69.780,30.220,88.770,11.230,25.56,0.950,bicubic,-10.834,-6.442,+47 -resnext50_32x4d.a1_in1k,288,69.780,30.220,88.360,11.640,25.03,1.000,bicubic,-11.704,-6.802,-83 -mobilevitv2_150.cvnets_in22k_ft_in1k,256,69.770,30.230,89.060,10.940,10.59,0.888,bicubic,-11.700,-6.612,-79 -maxvit_rmlp_pico_rw_256.sw_in1k,256,69.750,30.250,89.130,10.870,7.52,0.950,bicubic,-10.800,-6.056,+49 -xcit_tiny_24_p16_224.fb_dist_in1k,224,69.740,30.260,88.700,11.300,12.12,1.000,bicubic,-10.726,-6.502,+62 -mobilevitv2_200.cvnets_in1k,256,69.700,30.300,88.450,11.550,18.45,0.888,bicubic,-11.448,-6.932,-36 -resnet50.a1_in1k,288,69.700,30.300,88.270,11.730,25.56,1.000,bicubic,-11.540,-6.842,-48 -resnext50_32x4d.a2_in1k,288,69.690,30.310,88.240,11.760,25.03,1.000,bicubic,-11.608,-6.870,-58 -tresnet_m.miil_in1k,224,69.680,30.320,87.940,12.060,31.39,0.875,bilinear,-11.136,-6.922,+9 -convnextv2_pico.fcmae_ft_in1k,288,69.670,30.330,89.270,10.730,9.07,0.950,bicubic,-11.386,-6.208,-25 -tiny_vit_5m_224.dist_in22k_ft_in1k,224,69.660,30.340,89.380,10.620,5.39,0.950,bicubic,-11.202,-6.292,-1 -fastvit_sa12.apple_in1k,256,69.660,30.340,88.920,11.080,11.58,0.900,bicubic,-11.180,-6.424,+4 -fastvit_t12.apple_dist_in1k,256,69.660,30.340,88.290,11.710,7.55,0.900,bicubic,-10.704,-6.752,+74 -ecaresnet50d.miil_in1k,224,69.640,30.360,89.350,10.650,25.58,0.875,bicubic,-10.978,-5.962,+32 -resnet50d.ra4_e3600_r224_in1k,224,69.640,30.360,88.900,11.100,25.58,0.950,bicubic,-11.316,-6.480,-18 -resmlp_24_224.fb_distilled_in1k,224,69.620,30.380,89.000,11.000,30.02,0.875,bicubic,-11.146,-6.220,+9 -resnetv2_50d_gn.ah_in1k,224,69.610,30.390,88.860,11.140,25.57,0.950,bicubic,-11.184,-6.496,+6 -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,69.600,30.400,89.290,10.710,25.03,0.875,bilinear,-10.716,-6.096,+71 -gcresnet50t.ra2_in1k,256,69.600,30.400,88.930,11.070,25.90,0.900,bicubic,-11.350,-6.534,-21 -inception_resnet_v2.tf_ens_adv_in1k,299,69.580,30.420,88.340,11.660,55.84,0.897,bicubic,-10.412,-6.616,+110 -resnext50d_32x4d.bt_in1k,288,69.570,30.430,89.260,10.740,25.05,0.950,bicubic,-11.110,-6.168,+20 -resnext50_32x4d.a1h_in1k,224,69.570,30.430,88.580,11.420,25.03,0.950,bicubic,-11.570,-6.740,-49 -gernet_m.idstcv_in1k,224,69.560,30.440,88.580,11.420,21.14,0.875,bilinear,-11.166,-6.604,+9 -lambda_resnet50ts.a1h_in1k,256,69.550,30.450,88.770,11.230,21.54,0.950,bicubic,-11.636,-6.326,-59 -efficientnet_b3_pruned.in1k,300,69.520,30.480,88.760,11.240,9.86,0.904,bicubic,-11.352,-6.512,-15 -cspresnext50.ra_in1k,256,69.520,30.480,88.710,11.290,20.57,0.887,bilinear,-11.032,-6.620,+27 -efficientnet_b1.ra4_e3600_r240_in1k,240,69.510,30.490,89.020,10.980,7.79,0.900,bicubic,-10.894,-6.128,+52 -resnet50.tv2_in1k,224,69.510,30.490,88.630,11.370,25.56,0.965,bilinear,-11.334,-6.790,-14 -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,69.500,30.500,89.370,10.630,13.42,0.950,bicubic,-10.768,-5.990,+70 -repvgg_b3g4.rvgg_in1k,224,69.500,30.500,88.520,11.480,83.83,0.875,bilinear,-10.748,-6.582,+77 -xcit_tiny_12_p16_384.fb_dist_in1k,384,69.490,30.510,88.980,11.020,6.72,1.000,bicubic,-11.462,-6.452,-34 -efficientnet_el_pruned.in1k,300,69.490,30.510,88.930,11.070,10.59,0.904,bicubic,-10.804,-6.288,+62 -convnext_nano_ols.d1h_in1k,224,69.490,30.510,88.430,11.570,15.65,0.950,bicubic,-11.416,-6.824,-31 -resnext101_64x4d.gluon_in1k,224,69.490,30.510,88.270,11.730,83.46,0.875,bicubic,-11.150,-6.730,+14 -hgnet_tiny.paddle_in1k,288,69.480,30.520,89.220,10.780,14.74,1.000,bicubic,-11.168,-6.322,+10 -convmixer_768_32.in1k,224,69.480,30.520,88.940,11.060,21.11,0.960,bicubic,-10.678,-6.130,+77 -repvit_m1_1.dist_300e_in1k,224,69.480,30.520,88.700,11.300,8.80,0.950,bicubic,-11.346,-6.474,-21 -efficientvit_b1.r288_in1k,288,69.480,30.520,88.590,11.410,9.10,1.000,bicubic,-10.830,-6.386,+55 -swin_tiny_patch4_window7_224.ms_in1k,224,69.450,30.550,89.020,10.980,28.29,0.900,bicubic,-11.938,-6.738,-100 -gcresnet33ts.ra2_in1k,288,69.450,30.550,88.870,11.130,19.88,1.000,bicubic,-11.138,-6.452,+9 -res2net101d.in1k,224,69.450,30.550,88.620,11.380,45.23,0.875,bilinear,-11.804,-6.728,-83 -regnetx_320.pycls_in1k,224,69.450,30.550,88.140,11.860,107.81,0.875,bicubic,-10.812,-6.872,+61 -regnetx_032.tv2_in1k,224,69.440,30.560,89.120,10.880,15.30,0.965,bicubic,-11.486,-6.148,-42 -rexnet_150.nav_in1k,224,69.430,30.570,88.990,11.010,9.73,0.875,bicubic,-10.880,-6.178,+46 -gcresnext50ts.ch_in1k,256,69.430,30.570,88.740,11.260,15.67,0.900,bicubic,-11.178,-6.440,+5 -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,69.420,30.580,89.370,10.630,5.76,1.000,bicubic,-11.252,-6.156,-5 -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,69.420,30.580,89.100,10.900,15.25,0.950,bicubic,-10.658,-5.886,+78 -efficientnet_b2.ra_in1k,288,69.410,30.590,88.670,11.330,9.11,1.000,bicubic,-11.200,-6.648,+1 -tf_efficientnetv2_b3.in21k_ft_in1k,240,69.400,30.600,89.100,10.900,14.36,0.900,bicubic,-11.676,-6.820,-68 -cs3darknet_l.c2ns_in1k,256,69.400,30.600,88.970,11.030,21.16,0.887,bicubic,-10.954,-6.334,+38 -inception_v4.tf_in1k,299,69.390,30.610,88.650,11.350,42.68,0.875,bicubic,-10.754,-6.332,+66 -gcvit_xxtiny.in1k,224,69.370,30.630,88.850,11.150,12.00,0.875,bicubic,-10.380,-6.210,+108 -vit_base_patch32_224.augreg_in21k_ft_in1k,224,69.350,30.650,89.280,10.720,88.22,0.900,bicubic,-11.386,-6.290,-23 -xception71.tf_in1k,299,69.350,30.650,88.210,11.790,42.34,0.903,bicubic,-10.558,-6.630,+82 -nf_resnet50.ra2_in1k,288,69.340,30.660,88.690,11.310,25.56,0.940,bicubic,-11.316,-6.650,-12 -ecaresnetlight.miil_in1k,224,69.320,30.680,89.200,10.800,30.16,0.875,bicubic,-11.136,-6.048,+12 -dm_nfnet_f0.dm_in1k,192,69.320,30.680,88.740,11.260,71.49,0.900,bicubic,-12.118,-6.938,-127 -tf_efficientnetv2_b3.in1k,240,69.320,30.680,88.370,11.630,14.36,0.904,bicubic,-11.392,-6.806,-23 -darknet53.c2ns_in1k,288,69.310,30.690,88.770,11.230,41.61,1.000,bicubic,-11.232,-6.656,-3 -eca_resnet33ts.ra2_in1k,288,69.280,30.720,89.160,10.840,19.68,1.000,bicubic,-11.436,-6.222,-28 -resnext50_32x4d.tv2_in1k,224,69.280,30.720,88.410,11.590,25.03,0.965,bilinear,-11.896,-6.938,-94 -seresnet33ts.ra2_in1k,288,69.260,30.740,89.020,10.980,19.78,1.000,bicubic,-11.554,-6.326,-43 -repvit_m1_0.dist_450e_in1k,224,69.260,30.740,88.750,11.250,7.30,0.950,bicubic,-11.186,-6.556,+11 -regnetz_b16.ra3_in1k,224,69.230,30.770,88.370,11.630,9.72,0.940,bicubic,-10.644,-6.608,+81 -resnet50_gn.a1h_in1k,224,69.200,30.800,88.410,11.590,25.56,0.940,bicubic,-10.866,-6.544,+61 -mobilenet_edgetpu_v2_m,224,69.200,30.800,88.060,11.940,8.46,0.900,bicubic,-10.918,-6.934,+53 -efficientformer_l1.snap_dist_in1k,224,69.190,30.810,88.480,11.520,12.29,0.950,bicubic,-11.312,-6.512,-7 -mobilevitv2_175.cvnets_in1k,256,69.180,30.820,88.910,11.090,14.25,0.888,bicubic,-11.694,-6.350,-58 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,69.180,30.820,88.110,11.890,8.46,0.900,bicubic,-10.950,-6.888,+49 -vit_small_patch16_384.augreg_in1k,384,69.170,30.830,88.790,11.210,22.20,1.000,bicubic,-11.964,-6.786,-97 -resnet50.b2k_in1k,288,69.170,30.830,88.490,11.510,25.56,1.000,bicubic,-11.300,-6.818,-7 -resnet50d.ra2_in1k,224,69.170,30.830,88.130,11.870,25.58,0.875,bicubic,-11.378,-7.028,-16 -cs3darknet_focus_l.c2ns_in1k,288,69.160,30.840,89.320,10.680,21.15,0.950,bicubic,-11.750,-6.358,-71 -mobilenetv4_hybrid_medium.e500_r224_in1k,224,69.150,30.850,88.820,11.180,11.07,0.950,bicubic,-11.288,-6.556,+1 -edgenext_small_rw.sw_in1k,320,69.140,30.860,88.750,11.250,7.83,1.000,bicubic,-11.312,-6.456,-4 -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,69.130,30.870,89.140,10.860,9.72,1.000,bicubic,-11.022,-5.630,+39 -repvit_m2.dist_in1k,224,69.130,30.870,88.570,11.430,8.80,0.950,bicubic,-11.338,-6.602,-11 -wide_resnet50_2.tv2_in1k,176,69.130,30.870,88.060,11.940,68.88,0.875,bilinear,-11.306,-7.022,-2 -poolformerv2_s24.sail_in1k,224,69.110,30.890,88.570,11.430,21.34,1.000,bicubic,-11.642,-6.748,-52 -mixnet_xl.ra_in1k,224,69.080,30.920,88.360,11.640,11.90,0.875,bicubic,-11.410,-6.578,-19 -tf_efficientnetv2_b2.in1k,260,69.070,30.930,88.150,11.850,10.10,0.890,bicubic,-11.156,-6.860,+27 -resnet50d.a2_in1k,288,69.070,30.930,87.970,12.030,25.58,1.000,bicubic,-12.098,-7.130,-114 -legacy_seresnext101_32x4d.in1k,224,69.060,30.940,88.100,11.900,48.96,0.875,bilinear,-11.214,-6.932,+15 -resnet50.c2_in1k,224,69.010,30.990,88.120,11.880,25.56,0.950,bicubic,-10.858,-6.746,+62 -mobilenetv4_conv_medium.e500_r256_in1k,256,69.000,31.000,88.780,11.220,9.72,0.950,bicubic,-10.922,-6.406,+47 -mobilevitv2_150.cvnets_in1k,256,69.000,31.000,88.030,11.970,10.59,0.888,bicubic,-11.404,-7.012,-6 -resnetblur50.bt_in1k,288,68.990,31.010,88.400,11.600,25.56,0.950,bicubic,-11.258,-6.800,+16 -resnetrs101.tf_in1k,192,68.990,31.010,88.260,11.740,63.62,0.940,bicubic,-11.720,-6.978,-53 -resnet152c.gluon_in1k,224,68.990,31.010,87.660,12.340,60.21,0.875,bicubic,-10.916,-6.944,+51 -vit_base_patch16_384.augreg_in1k,384,68.970,31.030,88.410,11.590,86.86,1.000,bicubic,-12.126,-6.924,-110 -seresnet33ts.ra2_in1k,256,68.960,31.040,88.360,11.640,19.78,0.900,bicubic,-11.412,-6.746,-6 -regnety_120.pycls_in1k,224,68.960,31.040,88.170,11.830,51.82,0.875,bicubic,-11.422,-6.934,-11 -vit_small_patch32_384.augreg_in21k_ft_in1k,384,68.930,31.070,89.650,10.350,22.92,1.000,bicubic,-11.552,-5.956,-30 -resnet50.b1k_in1k,288,68.930,31.070,88.480,11.520,25.56,1.000,bicubic,-11.776,-6.952,-58 -cs3darknet_focus_l.c2ns_in1k,256,68.920,31.080,88.820,11.180,21.15,0.887,bicubic,-11.332,-6.478,+9 -resnet50d.a1_in1k,224,68.910,31.090,87.980,12.020,25.58,0.950,bicubic,-11.820,-6.698,-65 -hgnetv2_b1.ssld_stage2_ft_in1k,288,68.900,31.100,89.070,10.930,6.34,1.000,bicubic,-11.004,-5.596,+43 -convnextv2_pico.fcmae_ft_in1k,224,68.900,31.100,88.450,11.550,9.07,0.875,bicubic,-11.404,-6.632,-6 -resnet50.a1h_in1k,224,68.880,31.120,88.310,11.690,25.56,1.000,bicubic,-11.772,-7.002,-56 -resnext101_32x4d.gluon_in1k,224,68.880,31.120,88.280,11.720,44.18,0.875,bicubic,-11.456,-6.628,-11 -resnetv2_50.a1h_in1k,224,68.870,31.130,88.400,11.600,25.55,0.950,bicubic,-11.536,-6.684,-23 -ecaresnet50t.a2_in1k,224,68.870,31.130,88.090,11.910,25.57,0.950,bicubic,-12.014,-6.932,-95 -gcresnet33ts.ra2_in1k,256,68.860,31.140,88.520,11.480,19.88,0.900,bicubic,-11.218,-6.610,+22 -hrnet_w64.ms_in1k,224,68.860,31.140,88.150,11.850,128.06,0.875,bilinear,-10.598,-6.498,+87 -convnext_pico_ols.d1_in1k,288,68.850,31.150,88.720,11.280,9.06,1.000,bicubic,-11.608,-6.528,-36 -cspdarknet53.ra_in1k,256,68.850,31.150,88.550,11.450,27.64,0.887,bilinear,-11.256,-6.518,+14 -seresnet50.ra2_in1k,224,68.830,31.170,88.600,11.400,28.09,0.875,bicubic,-11.430,-6.468,-4 -xception65.tf_in1k,299,68.800,31.200,88.260,11.740,39.92,0.903,bicubic,-10.754,-6.400,+73 -resnet101d.gluon_in1k,224,68.790,31.210,88.080,11.920,44.57,0.875,bicubic,-11.676,-6.954,-41 -resnet152.gluon_in1k,224,68.790,31.210,87.590,12.410,60.19,0.875,bicubic,-10.922,-7.130,+57 -eca_resnet33ts.ra2_in1k,256,68.780,31.220,88.510,11.490,19.68,0.900,bicubic,-11.312,-6.470,+11 -mobilenetv4_conv_medium.e500_r224_in1k,256,68.770,31.230,88.870,11.130,9.72,1.000,bicubic,-11.068,-6.324,+38 -tf_efficientnet_b2.ap_in1k,260,68.770,31.230,88.310,11.690,9.11,0.890,bicubic,-11.526,-6.722,-22 -poolformer_s24.sail_in1k,224,68.770,31.230,88.270,11.730,21.39,0.900,bicubic,-11.530,-6.790,-20 -repvgg_b2g4.rvgg_in1k,224,68.770,31.230,88.240,11.760,61.76,0.875,bilinear,-10.626,-6.440,+82 -resnet50.a2_in1k,288,68.770,31.230,87.950,12.050,25.56,1.000,bicubic,-12.010,-7.028,-88 -convnext_pico.d1_in1k,288,68.750,31.250,88.370,11.630,9.05,0.950,bicubic,-11.680,-6.690,-41 -wide_resnet101_2.tv2_in1k,176,68.750,31.250,87.600,12.400,126.89,0.875,bilinear,-11.738,-7.380,-55 -seresnet50.a1_in1k,224,68.730,31.270,87.500,12.500,28.09,0.950,bicubic,-11.282,-7.206,+8 -resnext50_32x4d.a2_in1k,224,68.730,31.270,87.380,12.620,25.03,0.950,bicubic,-11.714,-7.250,-45 -resnet101s.gluon_in1k,224,68.720,31.280,87.720,12.280,44.67,0.875,bicubic,-11.566,-7.430,-25 -regnety_160.pycls_in1k,224,68.710,31.290,88.200,11.800,83.59,0.875,bicubic,-11.574,-6.782,-25 -resnext50d_32x4d.bt_in1k,224,68.700,31.300,88.220,11.780,25.05,0.875,bicubic,-10.972,-6.658,+48 -seresnet50.a2_in1k,224,68.690,31.310,87.490,12.510,28.09,0.950,bicubic,-11.412,-7.230,-3 -hgnet_tiny.paddle_in1k,224,68.680,31.320,88.210,11.790,14.74,0.965,bicubic,-11.208,-6.838,+18 -repvit_m1_0.dist_300e_in1k,224,68.670,31.330,88.060,11.940,7.30,0.950,bicubic,-11.482,-7.238,-11 -dpn131.mx_in1k,224,68.670,31.330,87.390,12.610,79.25,0.875,bicubic,-11.164,-7.318,+27 -resnet50.c1_in1k,224,68.640,31.360,87.770,12.230,25.56,0.950,bicubic,-11.126,-7.188,+30 -resnet152.a3_in1k,224,68.640,31.360,87.680,12.320,60.19,0.950,bicubic,-11.908,-7.324,-73 -nf_resnet50.ra2_in1k,256,68.620,31.380,88.420,11.580,25.56,0.940,bicubic,-11.604,-6.684,-21 -efficientnet_b0.ra4_e3600_r224_in1k,256,68.620,31.380,87.900,12.100,5.29,1.000,bicubic,-10.750,-6.852,+72 -xcit_tiny_12_p8_224.fb_in1k,224,68.600,31.400,88.690,11.310,6.71,1.000,bicubic,-11.112,-6.364,+33 -gmlp_s16_224.ra3_in1k,224,68.600,31.400,87.950,12.050,19.42,0.875,bicubic,-11.044,-6.678,+43 -seresnext50_32x4d.gluon_in1k,224,68.570,31.430,88.150,11.850,27.56,0.875,bicubic,-11.348,-6.666,-1 -regnety_080.pycls_in1k,224,68.570,31.430,87.970,12.030,39.18,0.875,bicubic,-11.312,-6.866,+10 -regnetx_160.pycls_in1k,224,68.560,31.440,88.280,11.720,54.28,0.875,bicubic,-11.298,-6.544,+13 -dpn107.mx_in1k,224,68.560,31.440,88.090,11.910,86.92,0.875,bicubic,-11.608,-6.846,-24 -deit_small_patch16_224.fb_in1k,224,68.550,31.450,88.190,11.810,22.05,0.900,bicubic,-11.312,-6.866,+9 -resnet50.d_in1k,224,68.530,31.470,87.650,12.350,25.56,0.950,bicubic,-11.374,-7.498,+2 -resnet50.ram_in1k,288,68.520,31.480,88.430,11.570,25.56,0.950,bicubic,-11.454,-6.610,-9 -resnet152.tv2_in1k,176,68.520,31.480,87.720,12.280,60.19,0.875,bilinear,-11.692,-6.934,-30 -skresnext50_32x4d.ra_in1k,224,68.470,31.530,87.620,12.380,27.48,0.875,bicubic,-11.696,-7.024,-31 -resnet50.a1_in1k,224,68.470,31.530,87.590,12.410,25.56,0.950,bicubic,-11.912,-7.008,-60 -resnext50_32x4d.a1_in1k,224,68.470,31.530,87.380,12.620,25.03,0.950,bicubic,-12.056,-7.078,-85 -resnext50_32x4d.ra_in1k,224,68.450,31.550,87.560,12.440,25.03,0.875,bicubic,-11.350,-7.048,+12 -tf_efficientnet_b2.aa_in1k,260,68.440,31.560,88.020,11.980,9.11,0.890,bicubic,-11.642,-6.892,-24 -resnet101.a3_in1k,224,68.440,31.560,87.420,12.580,44.55,0.950,bicubic,-11.380,-7.194,+10 -darknetaa53.c2ns_in1k,288,68.420,31.580,88.780,11.220,36.02,1.000,bilinear,-12.108,-6.548,-92 -fbnetv3_d.ra2_in1k,256,68.420,31.580,88.410,11.590,10.31,0.950,bilinear,-11.244,-6.546,+24 -xcit_tiny_24_p16_224.fb_in1k,224,68.400,31.600,88.100,11.900,12.12,1.000,bicubic,-11.058,-6.782,+38 -darknet53.c2ns_in1k,256,68.400,31.600,88.010,11.990,41.61,0.887,bicubic,-11.602,-7.032,-21 -cspresnet50.ra_in1k,256,68.400,31.600,87.950,12.050,21.62,0.887,bilinear,-11.188,-6.740,+28 -res2net50d.in1k,224,68.380,31.620,88.040,11.960,25.72,0.875,bilinear,-11.890,-6.980,-55 -dla102x2.in1k,224,68.380,31.620,87.790,12.210,41.28,0.875,bilinear,-11.068,-6.864,+41 -tf_efficientnet_b3.in1k,300,68.370,31.630,88.560,11.440,12.23,0.904,bicubic,-12.510,-6.766,-146 -cait_xxs36_224.fb_dist_in1k,224,68.360,31.640,88.640,11.360,17.30,1.000,bicubic,-11.378,-6.222,+7 -regnety_064.pycls_in1k,224,68.360,31.640,88.050,11.950,30.58,0.875,bicubic,-11.368,-6.714,+7 -rexnet_130.nav_in1k,224,68.360,31.640,87.990,12.010,7.56,0.875,bicubic,-11.130,-6.694,+31 -efficientvit_b1.r256_in1k,256,68.350,31.650,87.910,12.090,9.10,1.000,bicubic,-11.394,-6.868,+3 -vit_base_patch16_224.sam_in1k,224,68.350,31.650,87.680,12.320,86.57,0.900,bicubic,-11.892,-7.088,-52 -hgnetv2_b1.ssld_stage1_in22k_in1k,288,68.340,31.660,88.840,11.160,6.34,1.000,bicubic,-10.708,-6.042,+81 -resnet50.fb_ssl_yfcc100m_ft_in1k,224,68.330,31.670,88.560,11.440,25.56,0.875,bilinear,-10.922,-5.730,+58 -dpn98.mx_in1k,224,68.310,31.690,87.560,12.440,61.57,0.875,bicubic,-11.346,-7.082,+9 -resnet50d.a2_in1k,224,68.310,31.690,87.300,12.700,25.58,0.950,bicubic,-11.958,-7.342,-62 -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,68.290,31.710,88.350,11.650,9.72,0.950,bicubic,-11.156,-6.570,+30 -resmlp_big_24_224.fb_in1k,224,68.280,31.720,87.700,12.300,129.14,0.875,bicubic,-12.754,-7.326,-177 -fastvit_s12.apple_in1k,256,68.260,31.740,87.840,12.160,9.47,0.900,bicubic,-11.660,-6.952,-34 -ese_vovnet39b.ra_in1k,224,68.250,31.750,88.210,11.790,24.57,0.875,bicubic,-11.066,-6.504,+42 -resnext50_32x4d.gluon_in1k,224,68.240,31.760,87.400,12.600,25.03,0.875,bicubic,-11.114,-7.024,+35 -ecaresnet26t.ra2_in1k,320,68.230,31.770,88.640,11.360,16.01,0.950,bicubic,-11.670,-6.430,-28 -regnetx_120.pycls_in1k,224,68.230,31.770,87.560,12.440,46.11,0.875,bicubic,-11.378,-7.174,+6 -resnet50.ra_in1k,288,68.220,31.780,87.940,12.060,25.56,0.950,bicubic,-11.640,-6.862,-24 -efficientnet_b2_pruned.in1k,260,68.210,31.790,88.090,11.910,8.31,0.890,bicubic,-11.698,-6.820,-36 -ecaresnet50d_pruned.miil_in1k,224,68.170,31.830,88.350,11.650,19.94,0.875,bicubic,-11.552,-6.522,-9 -efficientnet_b2.ra_in1k,256,68.150,31.850,87.810,12.190,9.11,0.875,bicubic,-11.190,-6.766,+31 -mobileone_s4.apple_in1k,224,68.150,31.850,87.100,12.900,14.95,0.900,bilinear,-11.300,-7.390,+17 -pit_xs_distilled_224.in1k,224,68.130,31.870,87.810,12.190,11.00,0.900,bicubic,-11.038,-6.558,+52 -tf_efficientnet_el.in1k,300,68.110,31.890,88.020,11.980,10.59,0.904,bicubic,-12.132,-7.098,-71 -efficientformerv2_s1.snap_dist_in1k,224,68.060,31.940,88.190,11.810,6.19,0.950,bicubic,-11.624,-6.500,-11 -tiny_vit_5m_224.in1k,224,68.060,31.940,87.660,12.340,5.39,0.950,bicubic,-11.136,-7.142,+48 -resmlp_36_224.fb_in1k,224,68.040,31.960,88.170,11.830,44.69,0.875,bicubic,-11.732,-6.718,-23 -fbnetv3_b.ra2_in1k,256,68.030,31.970,87.900,12.100,8.60,0.950,bilinear,-11.124,-6.832,+48 -resnet50.tv2_in1k,176,68.030,31.970,87.370,12.630,25.56,0.875,bilinear,-11.402,-7.262,+13 -fastvit_t12.apple_in1k,256,68.020,31.980,87.700,12.300,7.55,0.900,bicubic,-11.256,-6.870,+31 -convnext_pico_ols.d1_in1k,224,68.000,32.000,87.890,12.110,9.06,0.950,bicubic,-11.542,-6.816,-2 -dpn68b.ra_in1k,288,68.000,32.000,87.280,12.720,12.61,1.000,bicubic,-11.344,-7.146,+19 -convnext_pico.d1_in1k,224,67.990,32.010,87.730,12.270,9.05,0.875,bicubic,-11.526,-6.824,0 -edgenext_small_rw.sw_in1k,256,67.960,32.040,88.310,11.690,7.83,0.900,bicubic,-11.630,-6.208,-10 -tf_efficientnet_lite3.in1k,300,67.960,32.040,87.810,12.190,8.20,0.904,bilinear,-11.872,-7.060,-35 -regnetx_080.pycls_in1k,224,67.950,32.050,87.040,12.960,39.57,0.875,bicubic,-11.266,-7.508,+34 -resnet50d.gluon_in1k,224,67.950,32.050,86.930,13.070,25.58,0.875,bicubic,-11.130,-7.528,+47 -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,67.910,32.090,89.090,10.910,25.55,1.000,bilinear,-12.468,-6.270,-110 -tf_efficientnetv2_b2.in1k,208,67.910,32.090,87.010,12.990,10.10,0.890,bicubic,-11.296,-7.592,+34 -resnetrs50.tf_in1k,224,67.900,32.100,87.660,12.340,35.69,0.910,bicubic,-12.016,-7.314,-59 -legacy_seresnext50_32x4d.in1k,224,67.900,32.100,87.620,12.380,27.56,0.875,bilinear,-11.184,-6.812,+41 -regnetx_016.tv2_in1k,224,67.890,32.110,88.200,11.800,9.19,0.965,bicubic,-11.562,-6.572,-4 -levit_192.fb_dist_in1k,224,67.870,32.130,87.900,12.100,10.95,0.900,bicubic,-11.980,-6.904,-46 -nf_regnet_b1.ra2_in1k,288,67.860,32.140,87.990,12.010,10.22,0.900,bicubic,-11.508,-6.736,+3 -tf_efficientnetv2_b1.in1k,240,67.860,32.140,87.670,12.330,8.14,0.882,bicubic,-11.658,-6.912,-13 -resnet50.b2k_in1k,224,67.860,32.140,87.320,12.680,25.56,0.950,bicubic,-11.520,-7.256,0 -levit_conv_192.fb_dist_in1k,224,67.850,32.150,87.890,12.110,10.95,0.900,bicubic,-12.010,-7.080,-52 -hgnetv2_b1.ssld_stage2_ft_in1k,224,67.840,32.160,88.000,12.000,6.34,0.965,bicubic,-11.056,-6.484,+49 -repvit_m0_9.dist_450e_in1k,224,67.830,32.170,87.670,12.330,5.49,0.950,bicubic,-11.228,-6.718,+35 -eca_botnext26ts_256.c1_in1k,256,67.830,32.170,86.970,13.030,10.59,0.950,bicubic,-11.442,-7.624,+13 -hrnet_w48.ms_in1k,224,67.820,32.180,87.350,12.650,77.47,0.875,bilinear,-11.504,-7.184,+3 -efficientvit_b1.r224_in1k,224,67.810,32.190,87.290,12.710,9.10,0.950,bicubic,-11.430,-7.004,+15 -resnet50.a2_in1k,224,67.810,32.190,86.870,13.130,25.56,0.950,bicubic,-12.018,-7.690,-51 -resnet101.tv2_in1k,176,67.800,32.200,87.350,12.650,44.55,0.875,bilinear,-12.106,-7.500,-69 -resnet50.b1k_in1k,224,67.800,32.200,87.330,12.670,25.56,0.950,bicubic,-11.764,-7.292,-29 -resnext101_32x8d.tv_in1k,224,67.760,32.240,87.350,12.650,88.79,0.875,bilinear,-11.554,-7.174,+1 -hrnet_w44.ms_in1k,224,67.750,32.250,87.510,12.490,67.06,0.875,bilinear,-11.132,-6.864,+44 -resnet50.bt_in1k,288,67.740,32.260,87.900,12.100,25.56,0.950,bicubic,-11.912,-7.008,-39 -coat_lite_mini.in1k,224,67.740,32.260,87.790,12.210,11.01,0.900,bicubic,-11.356,-6.802,+22 -darknetaa53.c2ns_in1k,256,67.730,32.270,88.090,11.910,36.02,0.887,bilinear,-12.016,-6.812,-54 -tf_efficientnet_b0.ns_jft_in1k,224,67.730,32.270,87.960,12.040,5.29,0.875,bicubic,-10.954,-6.410,+60 -lambda_resnet26t.c1_in1k,256,67.700,32.300,87.730,12.270,10.96,0.940,bicubic,-11.426,-6.824,+17 -resmlp_24_224.fb_in1k,224,67.700,32.300,87.570,12.430,30.02,0.875,bicubic,-11.680,-6.980,-17 -ecaresnet50t.a3_in1k,224,67.680,32.320,87.520,12.480,25.57,0.950,bicubic,-11.868,-7.190,-36 -regnetx_064.pycls_in1k,224,67.670,32.330,87.460,12.540,26.21,0.875,bicubic,-11.390,-7.010,+18 -halonet26t.a1h_in1k,256,67.670,32.330,87.320,12.680,12.48,0.950,bicubic,-11.464,-7.020,+13 -efficientnet_em.ra2_in1k,240,67.660,32.340,88.210,11.790,6.90,0.882,bicubic,-11.604,-6.586,-4 -regnety_040.pycls_in1k,224,67.650,32.350,87.370,12.630,20.65,0.875,bicubic,-11.586,-7.294,+1 -eca_halonext26ts.c1_in1k,256,67.650,32.350,87.260,12.740,10.76,0.940,bicubic,-11.868,-7.450,-37 -dla169.in1k,224,67.620,32.380,87.440,12.560,53.39,0.875,bilinear,-11.086,-6.898,+48 -efficientnet_b1.ft_in1k,256,67.610,32.390,87.470,12.530,7.79,1.000,bicubic,-11.188,-6.872,+37 -dpn92.mx_in1k,224,67.580,32.420,87.270,12.730,37.67,0.875,bicubic,-12.448,-7.608,-100 -resnext50_32x4d.a3_in1k,224,67.580,32.420,86.890,13.110,25.03,0.950,bicubic,-11.672,-7.936,-5 -convnext_tiny.fb_in22k_ft_in1k,288,67.570,32.430,87.470,12.530,28.59,1.000,bicubic,-11.380,-7.238,+19 -resnext50_32x4d.tv2_in1k,176,67.560,32.440,86.720,13.280,25.03,0.875,bilinear,-11.814,-7.582,-28 -legacy_xception.tf_in1k,299,67.550,32.450,87.520,12.480,22.86,0.897,bicubic,-11.500,-6.866,+11 -inception_v3.gluon_in1k,299,67.550,32.450,87.260,12.740,23.83,0.875,bicubic,-11.254,-7.114,+30 -mobilevitv2_125.cvnets_in1k,256,67.540,32.460,87.450,12.550,7.48,0.888,bicubic,-12.138,-7.394,-62 -regnety_008_tv.tv2_in1k,224,67.520,32.480,87.890,12.110,6.43,0.965,bicubic,-11.136,-6.492,+44 -resnet33ts.ra2_in1k,288,67.510,32.490,87.920,12.080,19.68,1.000,bicubic,-12.198,-6.894,-68 -resnetblur50.bt_in1k,224,67.510,32.490,87.480,12.520,25.56,0.875,bicubic,-11.796,-7.058,-23 -hrnet_w40.ms_in1k,224,67.510,32.490,87.110,12.890,57.56,0.875,bilinear,-11.414,-7.368,+15 -hgnetv2_b1.ssld_stage1_in22k_in1k,224,67.480,32.520,87.900,12.100,6.34,0.965,bicubic,-10.598,-6.286,+90 -resnet34d.ra2_in1k,288,67.480,32.520,87.890,12.110,21.82,0.950,bicubic,-10.960,-6.458,+60 -tf_efficientnet_b1.ap_in1k,240,67.480,32.520,87.520,12.480,7.79,0.882,bicubic,-11.808,-6.796,-26 -legacy_seresnet152.in1k,224,67.480,32.520,87.490,12.510,66.82,0.875,bilinear,-11.180,-6.882,+37 -regnety_032.pycls_in1k,224,67.470,32.530,87.150,12.850,19.44,0.875,bicubic,-11.426,-7.278,+11 -resnet50.ram_in1k,224,67.460,32.540,87.370,12.630,25.56,0.875,bicubic,-11.572,-7.016,+1 -resnet32ts.ra2_in1k,288,67.420,32.580,87.480,12.520,17.96,1.000,bicubic,-11.968,-7.196,-45 -convnext_femto_ols.d1_in1k,288,67.420,32.580,87.320,12.680,5.23,0.950,bicubic,-11.494,-7.228,+6 -res2net101_26w_4s.in1k,224,67.410,32.590,87.240,12.760,45.21,0.875,bilinear,-11.776,-7.224,-17 -res2net50_26w_8s.in1k,224,67.390,32.610,87.160,12.840,48.40,0.875,bilinear,-11.558,-7.120,+2 -tf_efficientnet_cc_b1_8e.in1k,240,67.370,32.630,87.250,12.750,39.72,0.882,bicubic,-11.952,-7.130,-38 -resnet101.gluon_in1k,224,67.360,32.640,87.050,12.950,44.55,0.875,bicubic,-11.946,-7.582,-35 -ecaresnet26t.ra2_in1k,256,67.340,32.660,87.670,12.330,16.01,0.875,bicubic,-11.546,-6.874,+4 -efficientnet_b0.ra4_e3600_r224_in1k,224,67.340,32.660,87.140,12.860,5.29,0.900,bicubic,-11.232,-7.198,+33 -mobilenetv4_conv_medium.e500_r224_in1k,224,67.330,32.670,87.940,12.060,9.72,0.950,bicubic,-11.762,-6.848,-16 -resnet101c.gluon_in1k,224,67.320,32.680,87.060,12.940,44.57,0.875,bicubic,-12.222,-7.528,-68 -xception41.tf_in1k,299,67.310,32.690,87.120,12.880,26.97,0.903,bicubic,-11.214,-7.178,+33 -hgnetv2_b0.ssld_stage2_ft_in1k,288,67.290,32.710,87.690,12.310,6.00,1.000,bicubic,-11.308,-6.690,+25 -cait_xxs24_224.fb_dist_in1k,224,67.290,32.710,87.500,12.500,11.96,1.000,bicubic,-11.102,-6.834,+49 -repvit_m0_9.dist_300e_in1k,224,67.260,32.740,87.160,12.840,5.49,0.950,bicubic,-11.394,-6.954,+22 -resnet50.a1h_in1k,176,67.250,32.750,87.110,12.890,25.56,0.900,bicubic,-12.010,-7.388,-40 -resnet50.ra_in1k,224,67.250,32.750,86.940,13.060,25.56,0.875,bicubic,-11.564,-7.380,+3 -nf_regnet_b1.ra2_in1k,256,67.240,32.760,87.230,12.770,10.22,0.900,bicubic,-11.482,-7.156,+10 -regnetx_032.pycls_in1k,224,67.230,32.770,86.950,13.050,15.30,0.875,bicubic,-10.936,-7.140,+58 -coat_tiny.in1k,224,67.220,32.780,87.390,12.610,5.50,0.900,bicubic,-11.222,-6.646,+37 -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,67.210,32.790,86.530,13.470,119.42,0.900,bicubic,-12.286,-7.584,-74 -tf_efficientnet_b2.in1k,260,67.200,32.800,87.520,12.480,9.11,0.890,bicubic,-12.414,-7.204,-87 -botnet26t_256.c1_in1k,256,67.190,32.810,87.480,12.520,12.49,0.950,bicubic,-12.066,-7.050,-45 -convnext_femto.d1_in1k,288,67.170,32.830,87.500,12.500,5.22,0.950,bicubic,-11.540,-6.748,+4 -repghostnet_200.in1k,224,67.170,32.830,87.240,12.760,9.80,0.875,bicubic,-11.620,-7.096,-1 -resnet33ts.ra2_in1k,256,67.160,32.840,87.400,12.600,19.68,0.900,bicubic,-12.056,-7.176,-43 -resnet152.a3_in1k,160,67.140,32.860,86.490,13.510,60.19,0.950,bicubic,-11.756,-7.634,-15 -dla60_res2net.in1k,224,67.130,32.870,87.060,12.940,20.85,0.875,bilinear,-11.350,-7.026,+24 -convnextv2_femto.fcmae_ft_in1k,288,67.120,32.880,87.430,12.570,5.23,0.950,bicubic,-12.212,-7.172,-65 -legacy_seresnet101.in1k,224,67.120,32.880,87.180,12.820,49.33,0.875,bilinear,-11.276,-7.078,+32 -resnest26d.gluon_in1k,224,67.120,32.880,87.120,12.880,17.07,0.875,bilinear,-11.356,-7.180,+25 -fbnetv3_d.ra2_in1k,224,67.090,32.910,87.650,12.350,10.31,0.950,bilinear,-11.566,-6.804,+3 -dla60x.in1k,224,67.060,32.940,87.230,12.770,17.35,0.875,bilinear,-11.170,-6.790,+39 -mixnet_l.ft_in1k,224,67.060,32.940,86.770,13.230,7.33,0.875,bicubic,-11.910,-7.410,-29 -resnet152.tv_in1k,224,67.040,32.960,87.460,12.540,60.19,0.875,bilinear,-11.290,-6.676,+32 -res2net50_26w_6s.in1k,224,67.030,32.970,86.860,13.140,37.05,0.875,bilinear,-11.554,-7.246,+3 -dla102x.in1k,224,67.000,33.000,86.730,13.270,26.31,0.875,bilinear,-11.500,-7.498,+9 -visformer_tiny.in1k,224,66.980,33.020,86.910,13.090,10.32,0.900,bicubic,-11.180,-7.332,+41 -xcit_tiny_12_p16_224.fb_dist_in1k,224,66.970,33.030,87.380,12.620,6.72,1.000,bicubic,-11.608,-6.830,+1 -repvgg_b2.rvgg_in1k,224,66.970,33.030,87.260,12.740,89.02,0.875,bilinear,-11.824,-7.154,-18 -resnet50s.gluon_in1k,224,66.940,33.060,86.820,13.180,25.68,0.875,bicubic,-11.770,-7.622,-11 -pit_xs_224.in1k,224,66.930,33.070,87.220,12.780,10.62,0.900,bicubic,-11.282,-6.930,+33 -pvt_v2_b1.in1k,224,66.910,33.090,87.360,12.640,14.01,0.900,bicubic,-11.792,-7.132,-11 -repvit_m1.dist_in1k,224,66.890,33.110,87.150,12.850,5.49,0.950,bicubic,-11.652,-6.932,0 -resnet34.a1_in1k,288,66.890,33.110,86.190,13.810,21.80,1.000,bicubic,-11.048,-7.558,+54 -lambda_resnet26rpt_256.c1_in1k,256,66.840,33.160,87.050,12.950,10.99,0.940,bicubic,-12.114,-7.372,-41 -tf_efficientnet_b1.aa_in1k,240,66.830,33.170,86.930,13.070,7.79,0.882,bicubic,-12.010,-7.270,-30 -repvgg_b1.rvgg_in1k,224,66.820,33.180,86.720,13.280,57.42,0.875,bilinear,-11.552,-7.388,+17 -dpn68b.ra_in1k,224,66.810,33.190,86.690,13.310,12.61,0.950,bicubic,-11.734,-7.288,-6 -mobilevit_s.cvnets_in1k,256,66.800,33.200,86.910,13.090,5.58,0.900,bicubic,-11.502,-7.256,+18 -xcit_nano_12_p8_384.fb_dist_in1k,384,66.780,33.220,87.030,12.970,3.05,1.000,bicubic,-11.040,-7.000,+61 -hrnet_w30.ms_in1k,224,66.770,33.230,86.760,13.240,37.71,0.875,bilinear,-11.444,-7.454,+22 -resnet50d.a3_in1k,224,66.760,33.240,86.520,13.480,25.58,0.950,bicubic,-11.982,-7.716,-27 -fbnetv3_b.ra2_in1k,224,66.740,33.260,86.970,13.030,8.60,0.950,bilinear,-11.420,-7.194,+24 -hrnet_w18.ms_aug_in1k,224,66.730,33.270,87.480,12.520,21.30,0.950,bilinear,-11.386,-6.582,+25 -hrnet_w32.ms_in1k,224,66.730,33.270,87.270,12.730,41.23,0.875,bilinear,-11.726,-6.916,0 -resnet32ts.ra2_in1k,256,66.730,33.270,87.050,12.950,17.96,0.900,bicubic,-12.324,-7.318,-59 -dla60_res2next.in1k,224,66.730,33.270,86.940,13.060,17.03,0.875,bilinear,-11.758,-7.060,-8 -resnet50.am_in1k,224,66.720,33.280,86.700,13.300,25.56,0.875,bicubic,-12.284,-7.692,-57 -efficientnet_es.ra_in1k,224,66.720,33.280,86.650,13.350,5.44,0.875,bicubic,-11.372,-7.282,+26 -resnet50c.gluon_in1k,224,66.690,33.310,86.080,13.920,25.58,0.875,bicubic,-11.326,-7.914,+30 -tf_mixnet_l.in1k,224,66.680,33.320,86.390,13.610,7.33,0.875,bicubic,-12.096,-7.608,-38 -resnet50.bt_in1k,224,66.670,33.330,86.940,13.060,25.56,0.875,bicubic,-11.762,-7.330,-3 -regnetx_040.pycls_in1k,224,66.660,33.340,86.530,13.470,22.12,0.875,bicubic,-11.834,-7.712,-17 -seresnext26t_32x4d.bt_in1k,288,66.650,33.350,86.750,13.250,16.81,0.950,bicubic,-12.088,-7.566,-38 -seresnext26d_32x4d.bt_in1k,288,66.640,33.360,86.660,13.340,16.81,0.950,bicubic,-12.186,-7.598,-48 -selecsls60b.in1k,224,66.640,33.360,86.580,13.420,32.77,0.875,bicubic,-11.770,-7.586,-6 -hgnetv2_b0.ssld_stage1_in22k_in1k,288,66.610,33.390,87.580,12.420,6.00,1.000,bicubic,-11.424,-6.668,+21 -dla102.in1k,224,66.590,33.410,86.930,13.070,33.27,0.875,bilinear,-11.428,-7.018,+21 -wide_resnet101_2.tv_in1k,224,66.570,33.430,86.940,13.060,126.89,0.875,bilinear,-12.278,-7.372,-55 -vit_small_patch16_224.augreg_in1k,224,66.570,33.430,86.790,13.210,22.05,0.900,bicubic,-12.272,-7.488,-55 -tf_efficientnet_b1.in1k,240,66.530,33.470,86.690,13.310,7.79,0.882,bicubic,-12.028,-7.412,-30 -tf_efficientnetv2_b0.in1k,224,66.520,33.480,86.620,13.380,7.14,0.875,bicubic,-11.860,-7.406,-9 -levit_conv_128.fb_dist_in1k,224,66.480,33.520,86.730,13.270,9.21,0.900,bicubic,-12.008,-7.414,-25 -levit_128.fb_dist_in1k,224,66.470,33.530,86.710,13.290,9.21,0.900,bicubic,-12.016,-7.288,-25 -cs3darknet_m.c2ns_in1k,288,66.450,33.550,87.030,12.970,9.31,0.950,bicubic,-11.178,-6.988,+47 -seresnext26ts.ch_in1k,288,66.420,33.580,86.640,13.360,10.39,1.000,bicubic,-11.872,-7.436,-8 -vit_base_patch32_384.augreg_in1k,384,66.410,33.590,86.910,13.090,88.30,1.000,bicubic,-12.344,-7.326,-53 -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,66.390,33.610,87.120,12.880,5.79,1.000,bicubic,-12.056,-7.432,-23 -wide_resnet50_2.tv_in1k,224,66.380,33.620,86.750,13.250,68.88,0.875,bilinear,-12.100,-7.452,-27 -inception_v3.tf_adv_in1k,299,66.380,33.620,86.410,13.590,23.83,0.875,bicubic,-11.216,-7.316,+44 -hgnetv2_b0.ssld_stage2_ft_in1k,224,66.350,33.650,86.670,13.330,6.00,0.965,bicubic,-10.992,-7.116,+61 -selecsls60.in1k,224,66.340,33.660,86.330,13.670,30.67,0.875,bicubic,-11.646,-7.496,+13 -vit_base_patch16_224.augreg_in1k,224,66.340,33.660,86.150,13.850,86.57,0.900,bicubic,-12.802,-7.940,-94 -hrnet_w18_small_v2.gluon_in1k,224,66.330,33.670,86.440,13.560,15.60,0.875,bicubic,-11.854,-7.472,-9 -eca_resnext26ts.ch_in1k,288,66.330,33.670,86.430,13.570,10.30,1.000,bicubic,-11.686,-7.502,+5 -mobileone_s3.apple_in1k,224,66.330,33.670,86.360,13.640,10.17,0.900,bilinear,-11.672,-7.550,+8 -inception_v3.tf_in1k,299,66.310,33.690,86.580,13.420,23.83,0.875,bicubic,-11.556,-7.060,+18 -resmlp_12_224.fb_distilled_in1k,224,66.290,33.710,86.470,13.530,15.35,0.875,bicubic,-11.658,-7.092,+9 -mobilevitv2_100.cvnets_in1k,256,66.280,33.720,86.820,13.180,4.90,0.888,bicubic,-11.812,-7.348,-6 -hardcorenas_f.miil_green_in1k,224,66.270,33.730,86.260,13.740,8.20,0.875,bilinear,-11.838,-7.540,-8 -convnext_femto_ols.d1_in1k,224,66.260,33.740,86.510,13.490,5.23,0.875,bicubic,-11.584,-7.314,+18 -bat_resnext26ts.ch_in1k,256,66.250,33.750,86.680,13.320,10.73,0.900,bicubic,-12.030,-7.434,-23 -coat_lite_tiny.in1k,224,66.240,33.760,86.950,13.050,5.72,0.900,bicubic,-11.308,-6.974,+36 -tf_efficientnet_cc_b0_8e.in1k,224,66.200,33.800,86.120,13.880,24.01,0.875,bicubic,-11.724,-7.530,+7 -resnet101.a3_in1k,160,66.160,33.840,85.930,14.070,44.55,0.950,bicubic,-11.768,-7.756,+5 -efficientnet_b0.ra_in1k,224,66.150,33.850,86.120,13.880,5.29,0.875,bicubic,-11.546,-7.420,+22 -gmixer_24_224.ra3_in1k,224,66.150,33.850,86.030,13.970,24.72,0.875,bicubic,-11.898,-7.624,-10 -cs3darknet_focus_m.c2ns_in1k,288,66.130,33.870,86.880,13.120,9.30,0.950,bicubic,-11.162,-7.090,+48 -legacy_seresnet50.in1k,224,66.120,33.880,86.280,13.720,28.09,0.875,bilinear,-11.524,-7.440,+21 -ghostnetv2_160.in1k,224,66.100,33.900,86.690,13.310,12.39,0.875,bicubic,-11.736,-7.252,+10 -densenetblur121d.ra_in1k,288,66.090,33.910,86.580,13.420,8.00,0.950,bicubic,-11.220,-7.220,+43 -efficientnet_b1.ft_in1k,224,66.060,33.940,86.480,13.520,7.79,0.875,bicubic,-11.534,-7.150,+21 -tf_efficientnet_em.in1k,240,66.060,33.940,86.160,13.840,6.90,0.882,bicubic,-12.076,-7.902,-23 -inception_v3.tv_in1k,299,66.060,33.940,86.120,13.880,23.83,0.875,bicubic,-11.414,-7.354,+32 -res2net50_14w_8s.in1k,224,66.030,33.970,86.160,13.840,25.06,0.875,bilinear,-12.116,-7.690,-27 -hardcorenas_e.miil_green_in1k,224,66.030,33.970,85.980,14.020,8.07,0.875,bilinear,-11.760,-7.752,+10 -tinynet_a.in1k,192,66.020,33.980,85.930,14.070,6.19,0.875,bicubic,-11.644,-7.602,+12 -resnet26t.ra2_in1k,320,66.010,33.990,86.580,13.420,16.01,1.000,bicubic,-12.320,-7.466,-43 -efficientnet_b1_pruned.in1k,240,66.000,34.000,86.600,13.400,6.33,0.882,bicubic,-12.252,-7.220,-39 -res2net50_26w_4s.in1k,224,65.990,34.010,86.570,13.430,25.70,0.875,bilinear,-11.996,-7.292,-16 -convnextv2_femto.fcmae_ft_in1k,224,65.980,34.020,86.720,13.280,5.23,0.875,bicubic,-12.504,-7.274,-61 -poolformerv2_s12.sail_in1k,224,65.970,34.030,86.480,13.520,11.89,1.000,bicubic,-12.038,-7.384,-20 -ese_vovnet19b_dw.ra_in1k,288,65.960,34.040,86.460,13.540,6.54,0.950,bicubic,-11.838,-7.318,0 -regnety_016.pycls_in1k,224,65.950,34.050,86.250,13.750,11.20,0.875,bicubic,-11.958,-7.474,-11 -resnext50_32x4d.tv_in1k,224,65.950,34.050,86.030,13.970,25.03,0.875,bilinear,-11.682,-7.644,+6 -resnet101.tv_in1k,224,65.940,34.060,86.020,13.980,44.55,0.875,bilinear,-11.464,-7.532,+24 -gcresnext26ts.ch_in1k,288,65.920,34.080,86.650,13.350,10.48,1.000,bicubic,-12.518,-7.384,-59 -resnet50.gluon_in1k,224,65.890,34.110,86.260,13.740,25.56,0.875,bicubic,-11.690,-7.466,+10 -resnet34d.ra2_in1k,224,65.850,34.150,86.580,13.420,21.82,0.875,bicubic,-11.254,-6.796,+39 -convnext_femto.d1_in1k,224,65.820,34.180,86.590,13.410,5.22,0.875,bicubic,-11.688,-7.098,+11 -rexnet_100.nav_in1k,224,65.820,34.180,86.530,13.470,4.80,0.875,bicubic,-12.026,-7.346,-14 -gcresnext26ts.ch_in1k,256,65.820,34.180,85.870,14.130,10.48,0.900,bicubic,-11.996,-7.952,-8 -seresnext26t_32x4d.bt_in1k,224,65.790,34.210,85.630,14.370,16.81,0.875,bicubic,-12.190,-8.120,-27 -repvgg_b1g4.rvgg_in1k,224,65.780,34.220,86.040,13.960,39.97,0.875,bilinear,-11.822,-7.804,-1 -resnet34.a2_in1k,288,65.750,34.250,86.070,13.930,21.80,1.000,bicubic,-11.398,-7.220,+31 -densenet161.tv_in1k,224,65.730,34.270,86.570,13.430,28.68,0.875,bicubic,-11.620,-7.084,+15 -cs3darknet_m.c2ns_in1k,256,65.700,34.300,86.620,13.380,9.31,0.887,bicubic,-11.282,-6.982,+39 -regnetx_008.tv2_in1k,224,65.700,34.300,86.270,13.730,7.26,0.965,bicubic,-11.588,-7.392,+20 -eca_resnext26ts.ch_in1k,256,65.690,34.310,85.840,14.160,10.30,0.900,bicubic,-11.752,-7.736,+9 -skresnet34.ra_in1k,224,65.680,34.320,85.970,14.030,22.28,0.875,bicubic,-11.276,-7.348,+39 -mobilenetv3_large_100.miil_in21k_ft_in1k,224,65.670,34.330,85.210,14.790,5.48,0.875,bilinear,-12.240,-7.674,-29 -resnet50.a3_in1k,224,65.660,34.340,85.690,14.310,25.56,0.950,bicubic,-12.392,-8.090,-47 -resnext50_32x4d.a3_in1k,160,65.660,34.340,85.250,14.750,25.03,0.950,bicubic,-12.074,-8.064,-15 -mobilenetv1_125.ra4_e3600_r224_in1k,256,65.640,34.360,85.950,14.050,6.27,1.000,bicubic,-11.944,-7.844,-7 -xcit_tiny_12_p16_224.fb_in1k,224,65.630,34.370,86.260,13.740,6.72,1.000,bicubic,-11.512,-7.470,+21 -res2next50.in1k,224,65.630,34.370,85.800,14.200,24.67,0.875,bilinear,-12.606,-8.104,-64 -hgnetv2_b0.ssld_stage1_in22k_in1k,224,65.620,34.380,86.370,13.630,6.00,0.965,bicubic,-11.224,-7.242,+39 -convnextv2_atto.fcmae_ft_in1k,288,65.600,34.400,86.090,13.910,3.71,0.950,bicubic,-12.190,-7.600,-24 -seresnext26ts.ch_in1k,256,65.590,34.410,86.060,13.940,10.39,0.900,bicubic,-12.266,-7.730,-33 -selecsls42b.in1k,224,65.580,34.420,85.860,14.140,32.46,0.875,bicubic,-11.606,-7.532,+12 -hardcorenas_d.miil_green_in1k,224,65.580,34.420,85.520,14.480,7.50,0.875,bilinear,-11.870,-7.960,-3 -convnext_atto_ols.a2_in1k,288,65.550,34.450,86.310,13.690,3.70,0.950,bicubic,-11.670,-7.390,+10 -poolformer_s12.sail_in1k,224,65.550,34.450,86.230,13.770,11.92,0.900,bicubic,-11.694,-7.308,+7 -tf_efficientnetv2_b1.in1k,192,65.520,34.480,85.910,14.090,8.14,0.882,bicubic,-12.410,-7.912,-46 -ecaresnet50t.a3_in1k,160,65.520,34.480,85.660,14.340,25.57,0.950,bicubic,-12.260,-7.952,-28 -resnet26t.ra2_in1k,256,65.470,34.530,86.210,13.790,16.01,0.940,bicubic,-12.414,-7.628,-42 -convmixer_1024_20_ks9_p14.in1k,224,65.440,34.560,85.530,14.470,24.38,0.960,bicubic,-11.504,-7.834,+23 -fastvit_t8.apple_dist_in1k,256,65.380,34.620,86.060,13.940,4.03,0.900,bicubic,-11.792,-7.214,+7 -mobileone_s2.apple_in1k,224,65.380,34.620,85.930,14.070,7.88,0.900,bilinear,-12.124,-7.734,-16 -densenetblur121d.ra_in1k,224,65.380,34.620,85.740,14.260,8.00,0.875,bicubic,-11.192,-7.446,+39 -tf_efficientnet_b0.ap_in1k,224,65.350,34.650,85.510,14.490,5.29,0.875,bicubic,-11.744,-7.750,+9 -tf_efficientnet_lite2.in1k,260,65.330,34.670,86.020,13.980,6.09,0.890,bicubic,-12.142,-7.724,-17 -crossvit_9_dagger_240.in1k,240,65.320,34.680,86.450,13.550,8.78,0.875,bicubic,-11.666,-7.152,+13 -dpn68b.mx_in1k,224,65.290,34.710,85.870,14.130,12.61,0.875,bicubic,-12.252,-7.972,-24 -densenet201.tv_in1k,224,65.280,34.720,85.650,14.350,20.01,0.875,bicubic,-12.004,-7.830,-7 -res2net50_48w_2s.in1k,224,65.270,34.730,85.920,14.080,25.29,0.875,bilinear,-12.266,-7.644,-25 -seresnext26d_32x4d.bt_in1k,224,65.230,34.770,85.870,14.130,16.81,0.875,bicubic,-12.356,-7.740,-31 -resnetrs50.tf_in1k,160,65.220,34.780,85.700,14.300,35.69,0.910,bicubic,-12.630,-8.114,-51 -hrnet_w18.ms_in1k,224,65.190,34.810,85.700,14.300,21.30,0.875,bilinear,-11.570,-7.746,+22 -dla60.in1k,224,65.150,34.850,85.820,14.180,22.04,0.875,bilinear,-11.896,-7.498,+3 -cs3darknet_focus_m.c2ns_in1k,256,65.120,34.880,86.030,13.970,9.30,0.887,bicubic,-11.654,-7.514,+17 -gernet_s.idstcv_in1k,224,65.070,34.930,85.360,14.640,8.17,0.875,bilinear,-11.832,-7.776,+11 -resnet26d.bt_in1k,288,65.060,34.940,85.800,14.200,16.01,0.950,bicubic,-12.364,-7.830,-24 -ese_vovnet19b_dw.ra_in1k,224,65.060,34.940,85.380,14.620,6.54,0.875,bicubic,-11.738,-7.892,+13 -resnet34.a1_in1k,224,65.040,34.960,85.160,14.840,21.80,0.950,bicubic,-11.374,-7.726,+33 -convnext_atto.d2_in1k,288,64.980,35.020,86.150,13.850,3.70,0.950,bicubic,-12.034,-7.552,-1 -seresnet50.a3_in1k,224,64.980,35.020,85.120,14.880,28.09,0.950,bicubic,-12.056,-7.952,-3 -tf_efficientnet_cc_b0_4e.in1k,224,64.960,35.040,85.000,15.000,13.31,0.875,bicubic,-12.364,-8.332,-25 -mobilenetv2_120d.ra_in1k,224,64.930,35.070,85.850,14.150,5.83,0.875,bicubic,-12.368,-7.666,-24 -hardcorenas_c.miil_green_in1k,224,64.920,35.080,85.130,14.870,5.52,0.875,bilinear,-12.174,-8.062,-9 -ghostnetv2_130.in1k,224,64.880,35.120,85.400,14.600,8.96,0.875,bicubic,-11.882,-7.960,+9 -resnet34.bt_in1k,288,64.870,35.130,86.140,13.860,21.80,0.950,bicubic,-11.638,-7.204,+23 -legacy_seresnext26_32x4d.in1k,224,64.840,35.160,85.540,14.460,16.79,0.875,bicubic,-12.260,-7.792,-14 -resnet50d.a3_in1k,160,64.820,35.180,84.940,15.060,25.58,0.950,bicubic,-12.402,-8.316,-23 -repghostnet_150.in1k,224,64.810,35.190,85.990,14.010,6.58,0.875,bicubic,-12.660,-7.508,-39 -mixnet_m.ft_in1k,224,64.750,35.250,85.500,14.500,5.01,0.875,bicubic,-12.524,-7.928,-27 -efficientformerv2_s0.snap_dist_in1k,224,64.740,35.260,85.560,14.440,3.60,0.950,bicubic,-11.376,-7.294,+29 -fastvit_t8.apple_in1k,256,64.690,35.310,85.580,14.420,4.03,0.900,bicubic,-11.494,-7.462,+26 -resnet26d.bt_in1k,224,64.660,35.340,85.150,14.850,16.01,0.875,bicubic,-12.038,-8.006,+3 -efficientvit_m5.r224_in1k,224,64.630,35.370,85.340,14.660,12.47,0.875,bicubic,-12.452,-7.826,-18 -tf_efficientnetv2_b0.in1k,192,64.620,35.380,85.400,14.600,7.14,0.875,bicubic,-12.260,-7.784,-6 -resnext26ts.ra2_in1k,288,64.590,35.410,85.540,14.460,10.30,1.000,bicubic,-12.592,-7.934,-28 -tf_efficientnet_lite1.in1k,240,64.580,35.420,85.390,14.610,5.42,0.882,bicubic,-12.092,-7.842,0 -xcit_nano_12_p8_224.fb_dist_in1k,224,64.510,35.490,85.900,14.100,3.05,1.000,bicubic,-11.818,-7.170,+19 -densenet169.tv_in1k,224,64.500,35.500,85.320,14.680,14.15,0.875,bicubic,-11.422,-7.656,+28 -tf_mixnet_m.in1k,224,64.470,35.530,84.920,15.080,5.01,0.875,bicubic,-12.494,-8.248,-19 -levit_conv_128s.fb_dist_in1k,224,64.470,35.530,84.690,15.310,7.78,0.900,bicubic,-12.064,-8.192,+6 -levit_128s.fb_dist_in1k,224,64.450,35.550,84.690,15.310,7.78,0.900,bicubic,-12.072,-8.184,+6 -resnext26ts.ra2_in1k,256,64.440,35.560,85.010,14.990,10.30,0.900,bicubic,-12.334,-8.128,-10 -mobilenetv1_125.ra4_e3600_r224_in1k,224,64.410,35.590,85.230,14.770,6.27,0.900,bicubic,-12.518,-7.986,-19 -hardcorenas_b.miil_green_in1k,224,64.380,35.620,84.750,15.250,5.18,0.875,bilinear,-12.172,-8.016,-1 -mobilenetv1_100h.ra4_e3600_r224_in1k,256,64.350,35.650,85.510,14.490,5.28,0.950,bicubic,-12.244,-7.756,-4 -tf_efficientnet_b0.aa_in1k,224,64.340,35.660,85.190,14.810,5.29,0.875,bicubic,-12.542,-8.080,-19 -resmlp_12_224.fb_in1k,224,64.330,35.670,85.600,14.400,15.35,0.875,bicubic,-12.330,-7.570,-10 -repvgg_a2.rvgg_in1k,224,64.270,35.730,85.070,14.930,28.21,0.875,bilinear,-12.222,-7.946,+1 -regnetx_016.pycls_in1k,224,64.250,35.750,85.430,14.570,9.19,0.875,bicubic,-12.674,-8.000,-25 -xcit_nano_12_p16_384.fb_dist_in1k,384,64.250,35.750,85.260,14.740,3.05,1.000,bicubic,-11.218,-7.410,+33 -convnextv2_atto.fcmae_ft_in1k,224,64.210,35.790,85.110,14.890,3.71,0.875,bicubic,-12.436,-7.934,-13 -densenet121.ra_in1k,288,64.180,35.820,85.700,14.300,7.98,0.950,bicubic,-12.300,-7.674,-2 -convnext_atto_ols.a2_in1k,224,64.100,35.900,84.810,15.190,3.70,0.875,bicubic,-11.802,-8.034,+14 -resnet26.bt_in1k,288,64.090,35.910,85.150,14.850,16.00,0.950,bicubic,-12.288,-8.026,-2 -resnet34.a2_in1k,224,64.020,35.980,84.320,15.680,21.80,0.950,bicubic,-11.496,-8.136,+24 -vit_small_patch32_224.augreg_in21k_ft_in1k,224,63.910,36.090,85.580,14.420,22.88,0.900,bicubic,-12.086,-7.692,+6 -mobilenetv1_100.ra4_e3600_r224_in1k,256,63.880,36.120,85.100,14.900,4.23,0.950,bicubic,-12.206,-7.912,+2 -dpn68.mx_in1k,224,63.880,36.120,85.070,14.930,12.61,0.875,bicubic,-12.458,-7.920,-3 -mobilenetv2_140.ra_in1k,224,63.860,36.140,84.960,15.040,6.11,0.875,bicubic,-12.668,-8.048,-14 -tf_efficientnet_es.in1k,224,63.860,36.140,84.600,15.400,5.44,0.875,bicubic,-12.748,-8.576,-19 -regnety_008.pycls_in1k,224,63.800,36.200,85.240,14.760,6.26,0.875,bicubic,-12.534,-7.820,-6 -repghostnet_130.in1k,224,63.760,36.240,84.780,15.220,5.48,0.875,bicubic,-12.606,-8.118,-9 -densenet121.ra_in1k,224,63.750,36.250,84.580,15.420,7.98,0.875,bicubic,-11.826,-8.068,+14 -hardcorenas_a.miil_green_in1k,224,63.730,36.270,84.480,15.520,5.26,0.875,bilinear,-12.196,-8.006,+1 -convnext_atto.d2_in1k,224,63.720,36.280,84.930,15.070,3.70,0.875,bicubic,-11.948,-7.982,+6 -resnest14d.gluon_in1k,224,63.680,36.320,84.050,15.950,10.61,0.875,bilinear,-11.836,-8.464,+12 -tf_efficientnet_b0.in1k,224,63.540,36.460,84.660,15.340,5.29,0.875,bicubic,-12.996,-8.350,-23 -mobilevitv2_075.cvnets_in1k,256,63.520,36.480,84.880,15.120,2.87,0.888,bicubic,-12.084,-7.874,+7 -regnety_004.tv2_in1k,224,63.510,36.490,84.960,15.040,4.34,0.965,bicubic,-12.078,-7.738,+7 -mixnet_s.ft_in1k,224,63.500,36.500,84.720,15.280,4.13,0.875,bicubic,-12.502,-8.080,-9 -resnet26.bt_in1k,224,63.450,36.550,84.200,15.800,16.00,0.875,bicubic,-11.842,-8.372,+15 -tf_mixnet_s.in1k,224,63.400,36.600,84.090,15.910,4.13,0.875,bicubic,-12.252,-8.538,+1 -mobilenetv3_rw.rmsp_in1k,224,63.320,36.680,84.620,15.380,5.48,0.875,bicubic,-12.294,-8.078,0 -mobilenetv3_large_100.ra_in1k,224,63.320,36.680,84.080,15.920,5.48,0.875,bicubic,-12.466,-8.448,-5 -resnet34.bt_in1k,224,63.300,36.700,84.210,15.790,21.80,0.875,bicubic,-11.862,-8.210,+15 -efficientnet_es_pruned.in1k,224,63.260,36.740,84.850,15.150,5.44,0.875,bicubic,-11.740,-7.598,+21 -semnasnet_100.rmsp_in1k,224,63.230,36.770,84.480,15.520,3.89,0.875,bicubic,-12.234,-8.132,+6 -mixer_b16_224.goog_in21k_ft_in1k,224,63.210,36.790,83.140,16.860,59.88,0.875,bicubic,-13.430,-9.088,-39 -efficientnet_lite0.ra_in1k,224,63.200,36.800,84.350,15.650,4.65,0.875,bicubic,-12.290,-8.164,+2 -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,63.190,36.810,85.140,14.860,6.36,1.000,bicubic,-12.772,-8.136,-16 -resnet50.tv_in1k,224,63.190,36.810,84.640,15.360,25.56,0.875,bilinear,-12.966,-8.226,-23 -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,63.140,36.860,84.900,15.100,5.72,0.900,bicubic,-12.312,-7.954,+2 -pit_ti_distilled_224.in1k,224,63.090,36.910,83.810,16.190,5.10,0.900,bicubic,-11.188,-8.118,+31 -mobileone_s1.apple_in1k,224,63.060,36.940,84.260,15.740,4.83,0.900,bilinear,-12.714,-8.528,-15 -mobilenetv1_100.ra4_e3600_r224_in1k,224,62.940,37.060,84.340,15.660,4.23,0.875,bicubic,-12.444,-7.972,-1 -ghostnetv2_100.in1k,224,62.940,37.060,84.190,15.810,6.16,0.875,bicubic,-12.236,-8.144,+3 -resnet50.a3_in1k,160,62.870,37.130,84.020,15.980,25.56,0.950,bicubic,-13.124,-8.474,-24 -mobilevit_xs.cvnets_in1k,256,62.840,37.160,84.680,15.320,2.32,0.900,bicubic,-11.792,-7.668,+18 -legacy_seresnet34.in1k,224,62.820,37.180,84.180,15.820,21.96,0.875,bilinear,-11.968,-7.954,+13 -edgenext_x_small.in1k,288,62.780,37.220,84.540,15.460,2.34,1.000,bicubic,-12.926,-8.220,-21 -regnety_006.pycls_in1k,224,62.780,37.220,84.110,15.890,6.06,0.875,bicubic,-12.482,-8.416,-3 -mobilenetv1_100h.ra4_e3600_r224_in1k,224,62.760,37.240,84.420,15.580,5.28,0.875,bicubic,-12.898,-8.084,-20 -densenet121.tv_in1k,224,62.750,37.250,84.100,15.900,7.98,0.875,bicubic,-11.998,-8.054,+10 -deit_tiny_distilled_patch16_224.fb_in1k,224,62.730,37.270,83.820,16.180,5.91,0.900,bicubic,-11.810,-8.074,+16 -seresnet50.a3_in1k,160,62.700,37.300,83.820,16.180,28.09,0.950,bicubic,-12.400,-8.276,-3 -tinynet_b.in1k,188,62.690,37.310,84.300,15.700,3.73,0.875,bicubic,-12.276,-7.896,+2 -resnet18.fb_swsl_ig1b_ft_in1k,224,62.680,37.320,84.300,15.700,11.69,0.875,bilinear,-10.608,-7.454,+36 -mobilenetv2_110d.ra_in1k,224,62.670,37.330,84.460,15.540,4.52,0.875,bicubic,-12.384,-7.726,-2 -hrnet_w18_small_v2.ms_in1k,224,62.660,37.340,83.840,16.160,15.60,0.875,bilinear,-12.438,-8.578,-6 -tf_efficientnet_lite0.in1k,224,62.650,37.350,84.180,15.820,4.65,0.875,bicubic,-12.196,-8.000,+1 -dla34.in1k,224,62.610,37.390,83.860,16.140,15.74,0.875,bilinear,-12.022,-8.192,+5 -repvgg_b0.rvgg_in1k,224,62.610,37.390,83.670,16.330,15.82,0.875,bilinear,-12.552,-8.500,-12 -resnet34.gluon_in1k,224,62.540,37.460,83.960,16.040,21.80,0.875,bicubic,-12.034,-8.028,+6 -regnetx_008.pycls_in1k,224,62.490,37.510,83.910,16.090,7.26,0.875,bicubic,-12.572,-8.430,-9 -fbnetc_100.rmsp_in1k,224,62.460,37.540,83.490,16.510,5.57,0.875,bilinear,-12.654,-8.892,-14 -xcit_nano_12_p8_224.fb_in1k,224,62.380,37.620,84.130,15.870,3.05,1.000,bicubic,-11.520,-8.016,+15 -tf_mobilenetv3_large_100.in1k,224,62.380,37.620,83.800,16.200,5.48,0.875,bilinear,-13.134,-8.802,-26 -edgenext_x_small.in1k,256,62.210,37.790,83.850,16.150,2.34,0.900,bicubic,-12.670,-8.454,-8 -repghostnet_111.in1k,224,62.190,37.810,83.770,16.230,4.54,0.875,bicubic,-12.878,-8.414,-15 -crossvit_9_240.in1k,240,62.160,37.840,84.210,15.790,8.55,0.875,bicubic,-11.816,-7.766,+9 -mnasnet_100.rmsp_in1k,224,62.080,37.920,83.710,16.290,4.38,0.875,bicubic,-12.582,-8.398,-7 -crossvit_tiny_240.in1k,240,62.070,37.930,83.770,16.230,7.01,0.875,bicubic,-11.260,-8.140,+19 -efficientvit_m4.r224_in1k,224,61.940,38.060,83.530,16.470,8.80,0.875,bicubic,-12.406,-8.454,-1 -regnety_004.pycls_in1k,224,61.920,38.080,83.450,16.550,4.34,0.875,bicubic,-12.086,-8.306,+4 -vgg19_bn.tv_in1k,224,61.890,38.110,83.370,16.630,143.68,0.875,bilinear,-12.346,-8.474,0 -mobilenetv4_conv_small.e2400_r224_in1k,256,61.870,38.130,83.860,16.140,3.77,0.950,bicubic,-12.774,-8.162,-11 -repvgg_a1.rvgg_in1k,224,61.870,38.130,83.000,17.000,14.09,0.875,bilinear,-12.598,-8.840,-6 -resnet18d.ra2_in1k,288,61.820,38.180,83.780,16.220,11.71,0.950,bicubic,-11.974,-8.054,+6 -regnetx_004_tv.tv2_in1k,224,61.810,38.190,83.720,16.280,5.50,0.965,bicubic,-12.774,-8.450,-11 -mobilenetv4_conv_small.e1200_r224_in1k,256,61.630,38.370,83.110,16.890,3.77,0.950,bicubic,-12.660,-9.002,-7 -resnet18.a1_in1k,288,61.600,38.400,82.380,17.620,11.69,1.000,bicubic,-11.564,-8.674,+13 -resnet18.fb_ssl_yfcc100m_ft_in1k,224,61.490,38.510,83.200,16.800,11.69,0.875,bilinear,-11.146,-8.216,+19 -convit_tiny.fb_in1k,224,61.460,38.540,83.990,16.010,5.71,0.875,bicubic,-11.666,-7.700,+11 -repghostnet_100.in1k,224,61.460,38.540,82.550,17.450,4.07,0.875,bicubic,-12.740,-9.000,-7 -resnet34.a3_in1k,224,61.370,38.630,82.490,17.510,21.80,0.950,bicubic,-11.612,-8.626,+13 -resnet34.tv_in1k,224,61.260,38.740,82.670,17.330,21.80,0.875,bilinear,-12.038,-8.752,+6 -regnetx_006.pycls_in1k,224,61.240,38.760,83.300,16.700,6.20,0.875,bicubic,-12.644,-8.366,-4 -hrnet_w18_small.gluon_in1k,224,61.230,38.770,81.860,18.140,13.19,0.875,bicubic,-12.702,-9.312,-7 -ghostnet_100.in1k,224,61.160,38.840,82.390,17.610,5.18,0.875,bicubic,-12.800,-9.152,-9 -spnasnet_100.rmsp_in1k,224,61.110,38.890,82.780,17.220,4.42,0.875,bilinear,-12.972,-9.048,-13 -efficientvit_m3.r224_in1k,224,61.050,38.950,83.150,16.850,6.90,0.875,bicubic,-12.358,-8.198,-2 -vit_base_patch32_224.augreg_in1k,224,60.990,39.010,82.740,17.260,88.22,0.900,bicubic,-13.916,-9.030,-33 -pit_ti_224.in1k,224,60.970,39.030,83.830,16.170,4.85,0.900,bicubic,-11.954,-7.582,+7 -mobilenetv4_conv_small.e2400_r224_in1k,224,60.900,39.100,82.710,17.290,3.77,0.875,bicubic,-12.830,-8.716,-9 -skresnet18.ra_in1k,224,60.880,39.120,82.870,17.130,11.96,0.875,bicubic,-12.140,-8.304,+1 -vgg16_bn.tv_in1k,224,60.820,39.180,82.990,17.010,138.37,0.875,bilinear,-12.536,-8.510,-6 -semnasnet_075.rmsp_in1k,224,60.650,39.350,82.510,17.490,2.91,0.875,bicubic,-12.358,-8.616,0 -mobilenetv4_conv_small.e1200_r224_in1k,224,60.620,39.380,82.520,17.480,3.77,0.875,bicubic,-12.816,-8.822,-10 -xcit_nano_12_p16_224.fb_dist_in1k,224,60.350,39.650,82.500,17.500,3.05,1.000,bicubic,-11.968,-8.326,+8 -tf_mobilenetv3_large_075.in1k,224,60.320,39.680,81.780,18.220,3.99,0.875,bilinear,-13.128,-9.564,-13 -mobilenetv2_100.ra_in1k,224,60.220,39.780,82.120,17.880,3.50,0.875,bicubic,-12.716,-8.882,-2 -resnet18.a2_in1k,288,60.090,39.910,81.820,18.180,11.69,1.000,bicubic,-12.272,-8.796,+3 -vit_base_patch32_224.sam_in1k,224,60.000,40.000,81.280,18.720,88.22,0.900,bicubic,-13.706,-9.732,-17 -deit_tiny_patch16_224.fb_in1k,224,59.910,40.090,82.740,17.260,5.72,0.900,bicubic,-12.286,-8.360,+8 -resnet18d.ra2_in1k,224,59.910,40.090,82.330,17.670,11.71,0.875,bicubic,-12.358,-8.352,+4 -legacy_seresnet18.in1k,224,59.760,40.240,81.620,18.380,11.78,0.875,bicubic,-11.982,-8.720,+11 -vgg19.tv_in1k,224,59.720,40.280,81.440,18.560,143.67,0.875,bilinear,-12.680,-9.438,-3 -repvgg_a0.rvgg_in1k,224,59.500,40.500,81.280,18.720,9.11,0.875,bilinear,-12.924,-9.234,-5 -edgenext_xx_small.in1k,288,59.440,40.560,81.870,18.130,1.33,1.000,bicubic,-12.446,-8.664,+6 -resnet18.a1_in1k,224,59.320,40.680,81.120,18.880,11.69,0.950,bicubic,-12.168,-8.956,+10 -regnetx_004.pycls_in1k,224,59.260,40.740,81.830,18.170,5.16,0.875,bicubic,-13.172,-9.018,-9 -repghostnet_080.in1k,224,59.090,40.910,81.250,18.750,3.28,0.875,bicubic,-13.146,-9.240,-1 -tf_mobilenetv3_large_minimal_100.in1k,224,58.960,41.040,80.900,19.100,3.92,0.875,bilinear,-13.310,-9.762,-5 -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,58.930,41.070,81.530,18.470,6.34,0.900,bicubic,-12.890,-9.284,+2 -hrnet_w18_small.ms_in1k,224,58.920,41.080,81.330,18.670,13.19,0.875,bilinear,-13.414,-9.356,-9 -vgg13_bn.tv_in1k,224,58.880,41.120,81.060,18.940,133.05,0.875,bilinear,-12.676,-9.312,+3 -lcnet_100.ra2_in1k,224,58.750,41.250,80.920,19.080,2.95,0.875,bicubic,-13.378,-9.448,-4 -pvt_v2_b0.in1k,224,58.690,41.310,82.010,17.990,3.67,0.900,bicubic,-11.966,-8.202,+10 -vgg16.tv_in1k,224,58.640,41.360,81.610,18.390,138.36,0.875,bilinear,-12.960,-8.788,-1 -mobileone_s0.apple_in1k,224,58.440,41.560,80.070,19.930,5.29,0.875,bilinear,-12.958,-9.794,+2 -xcit_nano_12_p16_224.fb_in1k,224,58.410,41.590,80.750,19.250,3.05,1.000,bicubic,-11.572,-9.032,+13 -efficientvit_m2.r224_in1k,224,58.370,41.630,81.170,18.830,4.19,0.875,bicubic,-12.430,-8.990,+5 -resnet18.gluon_in1k,224,58.330,41.670,80.980,19.020,11.69,0.875,bicubic,-12.514,-8.770,+3 -tinynet_c.in1k,184,58.210,41.790,80.250,19.750,2.46,0.875,bicubic,-13.014,-9.496,0 -resnet18.a2_in1k,224,58.180,41.820,80.180,19.820,11.69,0.950,bicubic,-12.454,-9.306,+4 -efficientvit_b0.r224_in1k,224,58.160,41.840,79.800,20.200,3.41,0.950,bicubic,-13.244,-9.634,-5 -resnet34.a3_in1k,160,58.150,41.850,80.100,19.900,21.80,0.950,bicubic,-12.422,-9.422,+3 -resnet14t.c3_in1k,224,58.150,41.850,80.070,19.930,10.08,0.950,bicubic,-14.092,-10.248,-18 -edgenext_xx_small.in1k,256,58.090,41.910,81.220,18.780,1.33,0.900,bicubic,-13.026,-8.820,-4 -mobilevitv2_050.cvnets_in1k,256,57.700,42.300,80.860,19.140,1.37,0.888,bicubic,-12.458,-9.076,+3 -resnet18.tv_in1k,224,57.350,42.650,80.080,19.920,11.69,0.875,bilinear,-12.402,-9.000,+5 -mobilevit_xxs.cvnets_in1k,256,57.270,42.730,79.720,20.280,1.27,0.900,bicubic,-11.658,-9.220,+7 -vgg13.tv_in1k,224,57.070,42.930,79.620,20.380,133.05,0.875,bilinear,-12.870,-9.636,+2 -vgg11_bn.tv_in1k,224,57.010,42.990,79.770,20.230,132.87,0.875,bilinear,-13.374,-10.038,-4 -resnet14t.c3_in1k,176,57.010,42.990,79.610,20.390,10.08,0.875,bicubic,-14.308,-10.070,-11 -regnety_002.pycls_in1k,224,56.980,43.020,79.890,20.110,3.16,0.875,bicubic,-13.314,-9.644,-4 -dla60x_c.in1k,224,56.230,43.770,78.840,21.160,1.32,0.875,bilinear,-11.698,-9.586,+9 -mixer_l16_224.goog_in21k_ft_in1k,224,56.160,43.840,75.690,24.310,208.20,0.875,bicubic,-15.930,-11.960,-24 -resnet18.a3_in1k,224,55.990,44.010,78.840,21.160,11.69,0.950,bicubic,-12.256,-9.318,+5 -repghostnet_058.in1k,224,55.950,44.050,78.350,21.650,2.55,0.875,bicubic,-12.984,-10.036,-2 -vgg11.tv_in1k,224,55.860,44.140,78.770,21.230,132.86,0.875,bilinear,-13.188,-9.862,-4 -regnetx_002.pycls_in1k,224,55.810,44.190,79.260,20.740,2.68,0.875,bicubic,-12.950,-9.304,-1 -efficientvit_m1.r224_in1k,224,55.570,44.430,78.950,21.050,2.98,0.875,bicubic,-12.782,-9.734,-1 -resnet10t.c3_in1k,224,55.440,44.560,78.300,21.700,5.44,0.950,bicubic,-12.906,-9.722,-1 -lcnet_075.ra2_in1k,224,55.300,44.700,78.220,21.780,2.36,0.875,bicubic,-13.484,-10.168,-5 -mobilenetv3_small_100.lamb_in1k,224,54.610,45.390,77.660,22.340,2.54,0.875,bicubic,-13.028,-9.990,+1 -tf_mobilenetv3_small_100.in1k,224,54.600,45.400,76.970,23.030,2.54,0.875,bilinear,-13.332,-10.714,-2 -resnet10t.c3_in1k,176,54.030,45.970,76.500,23.500,5.44,0.875,bicubic,-12.694,-10.474,+2 -repghostnet_050.in1k,224,53.560,46.440,76.630,23.370,2.31,0.875,bicubic,-13.420,-10.310,-1 -tinynet_d.in1k,152,53.340,46.660,76.350,23.650,2.34,0.875,bicubic,-13.626,-10.714,-1 -dla46x_c.in1k,224,53.140,46.860,76.750,23.250,1.07,0.875,bilinear,-12.868,-10.196,+1 -mnasnet_small.lamb_in1k,224,53.130,46.870,75.840,24.160,2.03,0.875,bicubic,-13.066,-10.632,-1 -mobilenetv2_050.lamb_in1k,224,52.990,47.010,75.510,24.490,1.97,0.875,bicubic,-12.940,-10.592,0 -resnet18.a3_in1k,160,52.870,47.130,75.840,24.160,11.69,0.950,bicubic,-12.794,-10.438,+1 -tf_mobilenetv3_small_075.in1k,224,52.350,47.650,75.470,24.530,2.04,0.875,bilinear,-13.382,-10.672,-1 -dla46_c.in1k,224,52.030,47.970,75.670,24.330,1.30,0.875,bilinear,-12.850,-10.660,+1 -mobilenetv3_small_075.lamb_in1k,224,51.870,48.130,74.690,25.310,2.04,0.875,bicubic,-13.396,-10.776,-1 -efficientvit_m0.r224_in1k,224,50.610,49.390,74.450,25.550,2.35,0.875,bicubic,-12.684,-10.700,0 -lcnet_050.ra2_in1k,224,50.060,49.940,73.430,26.570,1.88,0.875,bicubic,-13.070,-10.970,0 -tf_mobilenetv3_small_minimal_100.in1k,224,49.570,50.430,72.810,27.190,2.04,0.875,bilinear,-13.324,-11.474,0 -tinynet_e.in1k,106,46.760,53.240,70.230,29.770,2.04,0.875,bicubic,-13.114,-11.540,0 -mobilenetv3_small_050.lamb_in1k,224,44.800,55.200,67.750,32.250,1.59,0.875,bicubic,-13.124,-12.392,0 -test_efficientnet.r160_in1k,160,35.120,64.880,59.110,40.890,0.36,0.875,bicubic,-11.304,-11.848,0 -test_byobnet.r160_in1k,160,34.790,65.210,59.300,40.700,0.46,0.875,bicubic,-10.610,-11.310,0 -test_vit.r160_in1k,160,31.540,68.460,56.520,43.480,0.37,0.875,bicubic,-9.292,-10.686,0 +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,82.77,17.23,96.45,3.55,305.08,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,82.71,17.29,96.55,3.45,305.08,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,82.4,17.6,96.2,3.8,305.08,1.0,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,82.22,17.78,96.32,3.68,305.08,1.0,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,82.18,17.82,96.25,3.75,1013.01,1.0,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,81.87,18.13,96.23,3.77,429.38,1.0,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,81.8,18.2,96.34,3.66,1014.45,1.0,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,81.69,18.31,96.18,3.82,1013.01,1.0,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,81.68,18.32,96.09,3.91,1012.56,0.9,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,81.62,18.38,96.27,3.73,414.14,1.0,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,81.07,18.93,95.81,4.19,304.53,1.0,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,80.82,19.18,95.86,4.14,305.67,1.0,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.78,19.22,95.99,4.01,304.53,1.0,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,80.61,19.39,95.9,4.1,846.47,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,80.52,19.48,95.63,4.37,480.31,0.936,bicubic +regnety_1280.swag_ft_in1k,384,80.5,19.5,96.11,3.89,644.81,1.0,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,80.48,19.52,95.52,4.48,304.53,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,80.41,19.59,95.21,4.79,304.43,0.95,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.27,19.73,95.6,4.4,305.0,1.0,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,80.19,19.81,95.42,4.58,304.14,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,80.19,19.81,95.47,4.53,98.75,1.0,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,80.16,19.84,95.38,4.62,304.14,1.0,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,80.13,19.87,95.85,4.15,480.31,0.96,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,80.05,19.95,95.52,4.48,87.12,1.0,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,80.04,19.96,95.16,4.84,212.33,1.0,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,79.96,20.04,95.39,4.61,119.88,1.0,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,79.82,20.18,95.41,4.59,475.77,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.73,20.27,95.58,4.42,660.29,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,79.67,20.33,95.0,5.0,304.2,1.0,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,79.62,20.38,95.06,4.94,475.32,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,79.61,20.39,95.26,4.74,200.13,1.0,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,79.58,20.42,95.25,4.75,200.13,1.0,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,79.55,20.45,95.05,4.95,212.03,1.0,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,79.52,20.48,94.98,5.02,632.46,1.0,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,79.5,20.5,95.01,4.99,304.57,1.0,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,79.5,20.5,95.18,4.82,87.12,1.0,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,79.5,20.5,94.99,5.01,200.13,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,79.5,20.5,94.91,5.09,632.05,1.0,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,79.42,20.58,95.69,4.31,660.29,1.0,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,79.4,20.6,95.01,4.99,304.57,1.0,bicubic +beit_large_patch16_224.in22k_ft_in22k_in1k,224,79.36,20.64,94.93,5.07,304.43,0.9,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,79.33,20.67,95.07,4.93,119.65,1.0,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,79.27,20.73,95.09,4.91,632.05,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,79.26,20.74,94.87,5.13,99.88,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in1k,336,79.25,20.75,95.01,4.99,304.53,1.0,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.22,20.78,95.06,4.94,304.76,1.0,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,79.21,20.79,94.68,5.32,116.14,1.0,bicubic +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,79.21,20.79,94.88,5.12,632.13,1.0,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,79.18,20.82,95.19,4.81,136.5,1.0,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,79.16,20.84,94.91,5.09,304.2,1.0,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,79.11,20.89,94.78,5.22,56.2,1.0,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,79.07,20.93,95.17,4.83,136.33,1.0,bicubic +caformer_b36.sail_in22k_ft_in1k,224,78.92,21.08,94.68,5.32,98.75,1.0,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.83,21.17,94.86,5.14,304.53,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,78.81,21.19,95.11,4.89,350.2,1.0,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,78.7,21.3,94.87,5.13,197.77,1.0,bicubic +hiera_huge_224.mae_in1k_ft_in1k,224,78.69,21.31,93.85,6.15,672.78,0.9,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,78.67,21.33,94.53,5.47,200.13,1.0,bicubic +deit3_large_patch16_224.fb_in22k_ft_in1k,224,78.64,21.36,94.74,5.26,304.37,1.0,bicubic +beitv2_large_patch16_224.in1k_ft_in1k,224,78.6,21.4,94.19,5.81,304.43,0.95,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.51,21.49,94.68,5.32,304.2,1.0,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,78.49,21.51,94.34,5.66,73.88,1.0,bicubic +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,78.48,21.52,94.51,5.49,136.06,1.0,bicubic +vit_large_patch14_clip_224.laion2b_ft_in1k,224,78.41,21.59,94.59,5.41,304.2,1.0,bicubic +caformer_s36.sail_in22k_ft_in1k_384,384,78.37,21.63,94.28,5.72,39.3,1.0,bicubic +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,78.37,21.63,94.72,5.28,87.92,1.0,bicubic +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,78.34,21.66,94.36,5.64,196.74,1.0,bicubic +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,78.31,21.69,94.64,5.36,196.74,1.0,bicubic +convnext_xlarge.fb_in22k_ft_in1k,288,78.28,21.72,94.53,5.47,350.2,1.0,bicubic +regnety_320.swag_ft_in1k,384,78.25,21.75,95.13,4.87,145.05,1.0,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,78.24,21.76,94.31,5.69,57.05,1.0,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,78.19,21.81,94.23,5.77,64.27,1.0,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,78.18,21.82,94.78,5.22,134.42,1.0,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,78.15,21.85,94.41,5.59,116.09,1.0,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,78.15,21.85,94.69,5.31,101.66,1.0,bicubic +convformer_b36.sail_in22k_ft_in1k,224,78.15,21.85,94.19,5.81,99.88,1.0,bicubic +volo_d5_512.sail_in1k,512,78.12,21.88,94.22,5.78,296.09,1.15,bicubic +convnext_large.fb_in22k_ft_in1k,288,78.07,21.93,94.38,5.62,197.77,1.0,bicubic +convnextv2_huge.fcmae_ft_in1k,288,78.05,21.95,94.04,5.96,660.29,1.0,bicubic +deit3_base_patch16_384.fb_in22k_ft_in1k,384,77.98,22.02,94.2,5.8,86.88,1.0,bicubic +tf_efficientnet_b7.ns_jft_in1k,600,77.94,22.06,94.33,5.67,66.35,0.949,bicubic +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,77.93,22.07,94.04,5.96,116.14,0.95,bicubic +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,77.91,22.09,93.99,6.01,196.74,0.9,bicubic +volo_d5_448.sail_in1k,448,77.91,22.09,94.14,5.86,295.91,1.15,bicubic +convnext_xlarge.fb_in22k_ft_in1k,224,77.89,22.11,94.0,6.0,350.2,0.875,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,77.88,22.12,94.6,5.4,197.96,1.0,bicubic +caformer_m36.sail_in22k_ft_in1k,224,77.86,22.14,93.96,6.04,56.2,1.0,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,77.79,22.21,94.31,5.69,304.72,1.0,bicubic +beit_base_patch16_384.in22k_ft_in22k_in1k,384,77.79,22.21,94.32,5.68,86.74,1.0,bicubic +convnext_base.fb_in22k_ft_in1k_384,384,77.79,22.21,94.17,5.83,88.59,1.0,bicubic +nextvit_base.bd_ssld_6m_in1k_384,384,77.77,22.23,94.17,5.83,44.82,1.0,bicubic +volo_d4_448.sail_in1k,448,77.75,22.25,93.92,6.08,193.41,1.15,bicubic +nextvit_large.bd_ssld_6m_in1k_384,384,77.73,22.27,94.36,5.64,57.87,1.0,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,77.67,22.33,94.02,5.98,101.66,1.0,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,77.65,22.35,94.07,5.93,149.39,1.0,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,77.63,22.37,94.33,5.67,88.59,1.0,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,512,77.61,22.39,93.79,6.21,208.12,1.0,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,77.61,22.39,94.25,5.75,101.66,1.0,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,77.59,22.41,94.05,5.95,93.59,1.0,bicubic +convnext_large.fb_in22k_ft_in1k,224,77.56,22.44,93.97,6.03,197.77,0.875,bicubic +regnety_1280.swag_lc_in1k,224,77.56,22.44,94.46,5.54,644.81,0.965,bicubic 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+swin_small_patch4_window7_224.ms_in1k,224,71.75,28.25,90.22,9.78,49.61,0.9,bicubic +hgnet_tiny.ssld_in1k,224,71.74,28.26,90.53,9.47,14.74,0.965,bicubic +sequencer2d_s.in1k,224,71.74,28.26,90.52,9.48,27.65,0.875,bicubic +efficientvit_b2.r256_in1k,256,71.73,28.27,90.25,9.75,24.33,1.0,bicubic +pvt_v2_b2_li.in1k,224,71.73,28.27,90.1,9.9,22.55,0.9,bicubic +regnetx_160.tv2_in1k,224,71.73,28.27,90.11,9.89,54.28,0.965,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,256,71.72,28.28,90.46,9.54,38.61,0.95,bicubic +resnet152.a2_in1k,288,71.71,28.29,89.31,10.69,60.19,1.0,bicubic +flexivit_small.1200ep_in1k,240,71.69,28.31,90.26,9.74,22.06,0.95,bicubic +convnext_nano.in12k_ft_in1k,224,71.67,28.33,90.6,9.4,15.59,0.95,bicubic +resnet50.fb_swsl_ig1b_ft_in1k,224,71.67,28.33,90.58,9.42,25.56,0.875,bilinear +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,71.66,28.34,90.26,9.74,86.43,0.9,bicubic +pit_b_224.in1k,224,71.65,28.35,89.28,10.72,73.76,0.9,bicubic +repvit_m1_5.dist_300e_in1k,224,71.63,28.37,90.21,9.79,14.64,0.95,bicubic +crossvit_15_dagger_240.in1k,240,71.63,28.37,89.81,10.19,28.21,0.875,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,71.62,28.38,90.53,9.47,14.25,1.0,bicubic +gcvit_xtiny.in1k,224,71.61,28.39,90.15,9.85,19.98,0.875,bicubic +flexivit_small.600ep_in1k,240,71.61,28.39,90.12,9.88,22.06,0.95,bicubic +vit_relpos_base_patch16_224.sw_in1k,224,71.61,28.39,90.23,9.77,86.43,0.9,bicubic +swinv2_cr_small_224.sw_in1k,224,71.6,28.4,90.14,9.86,49.7,0.9,bicubic +resnetaa50d.sw_in12k_ft_in1k,224,71.6,28.4,89.71,10.29,25.58,0.95,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,288,71.6,28.4,90.58,9.42,11.22,1.0,bicubic +resnet61q.ra2_in1k,288,71.6,28.4,90.13,9.87,36.85,1.0,bicubic +coatnet_bn_0_rw_224.sw_in1k,224,71.6,28.4,90.33,9.67,27.44,0.95,bicubic +eca_nfnet_l0.ra2_in1k,288,71.59,28.41,91.01,8.99,24.14,1.0,bicubic +hiera_tiny_224.mae_in1k_ft_in1k,224,71.59,28.41,89.96,10.04,27.91,0.9,bicubic +flexivit_small.300ep_in1k,240,71.59,28.41,89.86,10.14,22.06,0.95,bicubic +resnet152.tv2_in1k,224,71.58,28.42,89.88,10.12,60.19,0.965,bilinear +mvitv2_tiny.fb_in1k,224,71.56,28.44,90.22,9.78,24.17,0.9,bicubic +xcit_large_24_p16_224.fb_in1k,224,71.53,28.47,89.19,10.81,189.1,1.0,bicubic +efficientnet_b3.ra2_in1k,320,71.53,28.47,90.02,9.98,12.23,1.0,bicubic +convit_base.fb_in1k,224,71.52,28.48,90.08,9.92,86.54,0.875,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,71.52,28.48,90.64,9.36,15.62,1.0,bicubic +poolformer_m48.sail_in1k,224,71.51,28.49,89.72,10.28,73.47,0.95,bicubic +resnetv2_50d_evos.ah_in1k,288,71.5,28.5,90.04,9.96,25.59,1.0,bicubic +resnet101d.ra2_in1k,256,71.5,28.5,89.85,10.15,44.57,0.95,bicubic +ecaresnet101d_pruned.miil_in1k,288,71.5,28.5,90.38,9.62,24.88,0.95,bicubic +tresnet_l.miil_in1k_448,448,71.48,28.52,89.96,10.04,55.99,0.875,bilinear +tresnet_xl.miil_in1k,224,71.46,28.54,89.47,10.53,78.44,0.875,bilinear +resnetaa50d.sw_in12k_ft_in1k,288,71.45,28.55,90.36,9.64,25.58,1.0,bicubic +regnety_032.ra_in1k,224,71.45,28.55,90.19,9.81,19.44,0.95,bicubic +poolformerv2_m48.sail_in1k,224,71.44,28.56,89.82,10.18,73.35,1.0,bicubic +fbnetv3_g.ra2_in1k,288,71.43,28.57,90.34,9.66,16.62,0.95,bilinear +nextvit_small.bd_in1k,224,71.43,28.57,90.39,9.61,31.76,0.95,bicubic +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,71.43,28.57,90.28,9.72,236.34,0.875,bicubic +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,71.43,28.57,90.34,9.66,88.79,0.875,bilinear +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,71.41,28.59,90.63,9.37,9.72,0.95,bicubic +efficientvit_b2.r224_in1k,224,71.39,28.61,89.67,10.33,24.33,0.95,bicubic +vit_base_patch32_clip_224.laion2b_ft_in1k,224,71.38,28.62,90.47,9.53,88.22,0.9,bicubic +coatnet_0_rw_224.sw_in1k,224,71.35,28.65,89.37,10.63,27.44,0.95,bicubic +pvt_v2_b2.in1k,224,71.34,28.66,89.99,10.01,25.36,0.9,bicubic +resnet152.a1_in1k,288,71.33,28.67,89.29,10.71,60.19,1.0,bicubic +wide_resnet50_2.racm_in1k,288,71.33,28.67,90.18,9.82,68.88,0.95,bicubic +xcit_tiny_24_p8_224.fb_in1k,224,71.33,28.67,90.3,9.7,12.11,1.0,bicubic +wide_resnet101_2.tv2_in1k,224,71.32,28.68,89.74,10.26,126.89,0.965,bilinear +ecaresnet101d.miil_in1k,224,71.3,28.7,90.19,9.81,44.57,0.875,bicubic +nfnet_l0.ra2_in1k,224,71.3,28.7,89.51,10.49,35.07,0.9,bicubic +resnetv2_101.a1h_in1k,224,71.29,28.71,89.77,10.23,44.54,0.95,bicubic +resnext101_32x8d.tv2_in1k,176,71.29,28.71,89.31,10.69,88.79,0.875,bilinear +regnetz_c16.ra3_in1k,256,71.25,28.75,90.27,9.73,13.46,0.94,bicubic +hgnet_small.paddle_in1k,288,71.24,28.76,90.17,9.83,24.36,1.0,bicubic +cs3sedarknet_x.c2ns_in1k,256,71.23,28.77,90.4,9.6,35.4,0.887,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,224,71.23,28.77,90.37,9.63,11.22,0.965,bicubic +vit_relpos_medium_patch16_224.sw_in1k,224,71.22,28.78,89.96,10.04,38.75,0.9,bicubic +tf_efficientnet_b4.in1k,380,71.21,28.79,90.02,9.98,19.34,0.922,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,71.2,28.8,89.54,10.46,59.88,0.875,bilinear +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,71.19,28.81,90.26,9.74,10.59,1.0,bicubic +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,71.19,28.81,90.43,9.57,194.03,0.875,bilinear +rexnetr_200.sw_in12k_ft_in1k,224,71.18,28.82,90.5,9.5,16.52,0.95,bicubic +ecaresnet50t.a1_in1k,288,71.17,28.83,89.55,10.45,25.57,1.0,bicubic +pit_s_distilled_224.in1k,224,71.17,28.83,89.59,10.41,24.04,0.9,bicubic +convmixer_1536_20.in1k,224,71.16,28.84,89.44,10.56,51.63,0.96,bicubic +convnext_tiny_hnf.a2h_in1k,224,71.15,28.85,89.32,10.68,28.59,0.95,bicubic +ecaresnet50t.ra2_in1k,320,71.14,28.86,90.4,9.6,25.57,0.95,bicubic +xcit_small_24_p16_224.fb_in1k,224,71.13,28.87,89.52,10.48,47.67,1.0,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,224,71.12,28.88,90.3,9.7,15.62,0.875,bicubic +crossvit_base_240.in1k,240,71.12,28.88,89.76,10.24,105.03,0.875,bicubic +resnet51q.ra2_in1k,288,71.11,28.89,90.04,9.96,35.7,1.0,bilinear +focalnet_tiny_srf.ms_in1k,224,71.1,28.9,89.58,10.42,28.43,0.9,bicubic +xcit_small_12_p16_224.fb_in1k,224,71.09,28.91,89.66,10.34,26.25,1.0,bicubic +efficientformerv2_s2.snap_dist_in1k,224,71.09,28.91,90.07,9.93,12.71,0.95,bicubic +resnext50_32x4d.a1h_in1k,288,71.08,28.92,89.65,10.35,25.03,1.0,bicubic +hrnet_w18_ssld.paddle_in1k,224,71.07,28.93,89.91,10.09,21.3,0.95,bilinear +vit_base_patch16_224.orig_in21k_ft_in1k,224,71.07,28.93,90.43,9.57,86.57,0.9,bicubic +focalnet_tiny_lrf.ms_in1k,224,71.06,28.94,89.52,10.48,28.65,0.9,bicubic +cs3edgenet_x.c2_in1k,256,71.06,28.94,89.88,10.12,47.82,0.887,bicubic +tf_efficientnet_b3.ap_in1k,300,71.06,28.94,89.35,10.65,12.23,0.904,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,300,71.06,28.94,90.55,9.45,14.36,0.9,bicubic +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,71.05,28.95,89.95,10.05,38.73,0.9,bicubic +coat_lite_small.in1k,224,71.03,28.97,89.58,10.42,19.84,0.9,bicubic +convnextv2_nano.fcmae_ft_in1k,288,71.02,28.98,90.12,9.88,15.62,1.0,bicubic +mobilenetv4_conv_large.e500_r256_in1k,256,71.0,29.0,89.41,10.59,32.59,0.95,bicubic +repvit_m3.dist_in1k,224,70.99,29.01,89.5,10.5,10.68,0.95,bicubic +edgenext_small.usi_in1k,320,70.99,29.01,89.79,10.21,5.59,1.0,bicubic +ecaresnet50d.miil_in1k,288,70.99,29.01,90.21,9.79,25.58,0.95,bicubic +resnetv2_50d_gn.ah_in1k,288,70.98,29.02,89.82,10.18,25.57,1.0,bicubic +fastvit_sa12.apple_dist_in1k,256,70.98,29.02,89.22,10.78,11.58,0.9,bicubic +swin_s3_tiny_224.ms_in1k,224,70.97,29.03,89.87,10.13,28.33,0.9,bicubic +deit_base_patch16_224.fb_in1k,224,70.97,29.03,89.18,10.82,86.57,0.9,bicubic +tiny_vit_11m_224.in1k,224,70.96,29.04,89.84,10.16,11.0,0.95,bicubic +xcit_tiny_12_p8_224.fb_dist_in1k,224,70.96,29.04,89.72,10.28,6.71,1.0,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k,256,70.95,29.05,89.56,10.44,18.45,0.888,bicubic +xcit_medium_24_p16_224.fb_in1k,224,70.94,29.06,89.42,10.58,84.4,1.0,bicubic +convnext_tiny.fb_in1k,224,70.93,29.07,89.82,10.18,28.59,0.875,bicubic +vit_small_patch16_rope_mixed_224.naver_in1k,224,70.92,29.08,88.82,11.18,21.99,0.9,bicubic +visformer_small.in1k,224,70.92,29.08,89.33,10.67,40.22,0.9,bicubic +halo2botnet50ts_256.a1h_in1k,256,70.92,29.08,89.54,10.46,22.64,0.95,bicubic +cs3sedarknet_l.c2ns_in1k,288,70.9,29.1,90.29,9.71,21.91,0.95,bicubic +cs3darknet_x.c2ns_in1k,288,70.89,29.11,90.04,9.96,35.05,1.0,bicubic +vit_srelpos_medium_patch16_224.sw_in1k,224,70.89,29.11,89.9,10.1,38.74,0.9,bicubic +vit_large_patch32_384.orig_in21k_ft_in1k,384,70.89,29.11,90.46,9.54,306.63,1.0,bicubic +rexnet_200.nav_in1k,224,70.88,29.12,89.86,10.14,16.37,0.875,bicubic +coatnext_nano_rw_224.sw_in1k,224,70.87,29.13,90.19,9.81,14.7,0.9,bicubic +coatnet_rmlp_nano_rw_224.sw_in1k,224,70.87,29.13,89.91,10.09,15.15,0.9,bicubic +resnet101.a1h_in1k,224,70.87,29.13,89.59,10.41,44.55,0.95,bicubic +resnest50d_4s2x40d.in1k,224,70.87,29.13,89.52,10.48,30.42,0.875,bicubic +tnt_s_legacy_patch16_224.in1k,224,70.86,29.14,89.51,10.49,23.76,0.9,bicubic +poolformer_m36.sail_in1k,224,70.86,29.14,89.43,10.57,56.17,0.95,bicubic +eca_nfnet_l0.ra2_in1k,224,70.84,29.16,89.85,10.15,24.14,0.9,bicubic +wide_resnet50_2.tv2_in1k,224,70.84,29.16,89.17,10.83,68.88,0.965,bilinear +vit_base_patch16_rpn_224.sw_in1k,224,70.83,29.17,89.76,10.24,86.54,0.9,bicubic +nest_tiny_jx.goog_in1k,224,70.83,29.17,89.77,10.23,17.06,0.875,bicubic +resnet101.a2_in1k,288,70.82,29.18,89.25,10.75,44.55,1.0,bicubic +lamhalobotnet50ts_256.a1h_in1k,256,70.79,29.21,89.0,11.0,22.57,0.95,bicubic +tresnet_m.miil_in1k_448,448,70.78,29.22,88.69,11.31,31.39,0.875,bilinear +deit3_small_patch16_224.fb_in1k,224,70.77,29.23,89.52,10.48,22.06,0.9,bicubic +regnetx_080.tv2_in1k,224,70.77,29.23,89.21,10.79,39.57,0.965,bicubic +resnetrs101.tf_in1k,288,70.77,29.23,89.69,10.31,63.62,0.94,bicubic +convnext_nano.d1h_in1k,288,70.76,29.24,89.39,10.61,15.59,1.0,bicubic +efficientnet_b3.ra2_in1k,288,70.76,29.24,89.38,10.62,12.23,0.875,bicubic +resnet152.a2_in1k,224,70.76,29.24,88.54,11.46,60.19,0.95,bicubic +poolformerv2_m36.sail_in1k,224,70.75,29.25,89.46,10.54,56.08,1.0,bicubic +coatnet_nano_rw_224.sw_in1k,224,70.74,29.26,89.61,10.39,15.14,0.9,bicubic +seresnet50.ra2_in1k,288,70.74,29.26,89.81,10.19,28.09,0.95,bicubic +vit_base_patch32_clip_224.openai_ft_in1k,224,70.73,29.27,89.92,10.08,88.22,0.9,bicubic +tf_efficientnet_b1.ns_jft_in1k,240,70.72,29.28,89.97,10.03,7.79,0.882,bicubic +swinv2_cr_tiny_ns_224.sw_in1k,224,70.72,29.28,89.38,10.62,28.33,0.9,bicubic +wide_resnet50_2.racm_in1k,224,70.72,29.28,89.08,10.92,68.88,0.875,bicubic +convit_small.fb_in1k,224,70.71,29.29,89.5,10.5,27.78,0.875,bicubic +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,70.7,29.3,90.96,9.04,44.54,1.0,bilinear +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,70.69,29.31,89.75,10.25,14.62,1.0,bilinear +regnety_032.tv2_in1k,224,70.69,29.31,89.85,10.15,19.44,0.965,bicubic +vit_small_patch16_rope_ape_224.naver_in1k,224,70.68,29.32,88.47,11.53,22.06,0.9,bicubic +ecaresnetlight.miil_in1k,288,70.68,29.32,89.85,10.15,30.16,0.95,bicubic +cs3darknet_x.c2ns_in1k,256,70.68,29.32,89.78,10.22,35.05,0.95,bicubic +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,70.68,29.32,90.49,9.51,28.29,0.9,bicubic +tf_efficientnetv2_b3.in1k,300,70.68,29.32,89.42,10.58,14.36,0.904,bicubic +levit_conv_384.fb_dist_in1k,224,70.67,29.33,89.29,10.71,39.13,0.9,bicubic +levit_384.fb_dist_in1k,224,70.67,29.33,89.29,10.71,39.13,0.9,bicubic +tresnet_l.miil_in1k,224,70.67,29.33,89.63,10.37,55.99,0.875,bilinear +crossvit_small_240.in1k,240,70.66,29.34,89.39,10.61,26.86,0.875,bicubic +resnet50d.ra4_e3600_r224_in1k,288,70.64,29.36,89.5,10.5,25.58,1.0,bicubic +vit_small_patch16_224.augreg_in21k_ft_in1k,224,70.63,29.37,90.08,9.92,22.05,0.9,bicubic +resnet61q.ra2_in1k,256,70.6,29.4,89.81,10.19,36.85,0.9,bicubic +resnet50_gn.a1h_in1k,288,70.59,29.41,89.47,10.53,25.56,0.95,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,70.57,29.43,89.52,10.48,11.07,0.95,bicubic +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,70.57,29.43,89.05,10.95,22.06,0.9,bicubic +resnet152.a1_in1k,224,70.57,29.43,88.42,11.58,60.19,0.95,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k,256,70.55,29.45,89.64,10.36,14.25,0.888,bicubic +convnextv2_nano.fcmae_ft_in1k,224,70.55,29.45,89.36,10.64,15.62,0.875,bicubic +cait_xxs24_384.fb_dist_in1k,384,70.55,29.45,89.77,10.23,12.03,1.0,bicubic +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,70.55,29.45,90.03,9.97,36.43,0.9,bicubic +resnet51q.ra2_in1k,256,70.54,29.46,89.47,10.53,35.7,0.875,bilinear +resnet101.tv2_in1k,224,70.53,29.47,89.35,10.65,44.55,0.965,bilinear +coat_mini.in1k,224,70.53,29.47,89.56,10.44,10.34,0.9,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,288,70.52,29.48,89.61,10.39,7.79,1.0,bicubic +gc_efficientnetv2_rw_t.agc_in1k,224,70.51,29.49,89.66,10.34,13.68,1.0,bicubic +halonet50ts.a1h_in1k,256,70.51,29.49,89.19,10.81,22.73,0.94,bicubic +deit_small_distilled_patch16_224.fb_in1k,224,70.51,29.49,89.38,10.62,22.44,0.9,bicubic +legacy_senet154.in1k,224,70.49,29.51,88.96,11.04,115.09,0.875,bilinear +vit_relpos_small_patch16_224.sw_in1k,224,70.49,29.51,89.97,10.03,21.98,0.9,bicubic +seresnext101_64x4d.gluon_in1k,224,70.48,29.52,89.18,10.82,88.23,0.875,bicubic +twins_pcpvt_small.in1k,224,70.47,29.53,89.12,10.88,24.11,0.9,bicubic +resnetv2_50.a1h_in1k,288,70.45,29.55,89.24,10.76,25.55,1.0,bicubic +swinv2_tiny_window8_256.ms_in1k,256,70.45,29.55,89.45,10.55,28.35,0.9,bicubic +twins_svt_small.in1k,224,70.43,29.57,89.39,10.61,24.06,0.9,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,224,70.43,29.57,89.64,10.36,11.22,0.965,bicubic +seresnext50_32x4d.racm_in1k,224,70.42,29.58,89.12,10.88,27.56,0.875,bicubic +hgnet_small.paddle_in1k,224,70.42,29.58,89.44,10.56,24.36,0.965,bicubic +poolformerv2_s36.sail_in1k,224,70.41,29.59,89.59,10.41,30.79,1.0,bicubic +tf_efficientnet_b3.aa_in1k,300,70.41,29.59,89.29,10.71,12.23,0.904,bicubic +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,70.4,29.6,89.81,10.19,44.18,0.875,bilinear +resnest50d_1s4x24d.in1k,224,70.4,29.6,89.21,10.79,25.68,0.875,bicubic +regnetz_b16.ra3_in1k,288,70.4,29.6,89.21,10.79,9.72,1.0,bicubic +resnet50d.ra2_in1k,288,70.39,29.61,89.3,10.7,25.58,0.95,bicubic +resnet50.c2_in1k,288,70.38,29.62,89.2,10.8,25.56,1.0,bicubic +crossvit_15_240.in1k,240,70.38,29.62,89.5,10.5,27.53,0.875,bicubic +repvit_m1_1.dist_450e_in1k,224,70.37,29.63,89.24,10.76,8.8,0.95,bicubic +ecaresnet50t.a2_in1k,288,70.36,29.64,89.07,10.93,25.57,1.0,bicubic +senet154.gluon_in1k,224,70.36,29.64,88.9,11.1,115.09,0.875,bicubic +gernet_l.idstcv_in1k,256,70.36,29.64,88.96,11.04,31.08,0.875,bilinear +vit_small_patch16_rope_224.naver_in1k,224,70.35,29.65,88.68,11.32,21.98,0.9,bicubic +convnext_nano_ols.d1h_in1k,288,70.33,29.67,88.98,11.02,15.65,1.0,bicubic +fbnetv3_g.ra2_in1k,240,70.33,29.67,89.6,10.4,16.62,0.95,bilinear +tf_efficientnet_lite4.in1k,380,70.32,29.68,89.2,10.8,13.01,0.92,bilinear +gcresnext50ts.ch_in1k,288,70.28,29.72,89.24,10.76,15.67,1.0,bicubic +cs3sedarknet_l.c2ns_in1k,256,70.27,29.73,89.8,10.2,21.91,0.887,bicubic +resnest50d.in1k,224,70.26,29.74,88.63,11.37,27.48,0.875,bilinear +convnext_nano.d1h_in1k,224,70.26,29.74,88.45,11.55,15.59,0.95,bicubic +sebotnet33ts_256.a1h_in1k,256,70.25,29.75,88.66,11.34,13.7,0.94,bicubic +efficientnetv2_rw_t.ra2_in1k,224,70.25,29.75,89.67,10.33,13.65,1.0,bicubic +gcresnet50t.ra2_in1k,288,70.2,29.8,89.52,10.48,25.9,1.0,bicubic +resnetaa50.a1h_in1k,288,70.2,29.8,89.87,10.13,25.56,1.0,bicubic +mambaout_kobe.in1k,288,70.19,29.81,89.38,10.62,9.14,1.0,bicubic +tnt_s_patch16_224.in1k,224,70.17,29.83,89.51,10.49,23.77,0.9,bicubic +resnet152s.gluon_in1k,224,70.17,29.83,88.86,11.14,60.32,0.875,bicubic +vit_srelpos_small_patch16_224.sw_in1k,224,70.16,29.84,89.52,10.48,21.97,0.9,bicubic +xception41p.ra3_in1k,299,70.15,29.85,89.15,10.85,26.91,0.94,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,256,70.15,29.85,89.44,10.56,11.07,1.0,bicubic +swiftformer_l1.dist_in1k,224,70.15,29.85,88.92,11.08,12.06,0.95,bicubic +cs3darknet_l.c2ns_in1k,288,70.15,29.85,89.6,10.4,21.16,0.95,bicubic +efficientnet_el.ra_in1k,300,70.1,29.9,89.18,10.82,10.59,0.904,bicubic +resmlp_36_224.fb_distilled_in1k,224,70.1,29.9,89.06,10.94,44.69,0.875,bicubic +resnet50.d_in1k,288,70.09,29.91,88.58,11.42,25.56,1.0,bicubic +seresnet50.a2_in1k,288,70.08,29.92,88.7,11.3,28.09,1.0,bicubic +resnet101.a1_in1k,224,70.08,29.92,88.57,11.43,44.55,0.95,bicubic +resnetv2_50d_evos.ah_in1k,224,70.07,29.93,89.07,10.93,25.59,0.95,bicubic +poolformer_s36.sail_in1k,224,70.06,29.94,89.17,10.83,30.86,0.9,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,320,70.05,29.95,89.48,10.52,9.72,1.0,bicubic +repvgg_b3.rvgg_in1k,224,70.02,29.98,88.64,11.36,123.09,0.875,bilinear +inception_resnet_v2.tf_in1k,299,70.01,29.99,88.64,11.36,55.84,0.8975,bicubic +fasternet_s.in1k,224,70.01,29.99,89.07,10.93,31.18,1.0,bicubic +haloregnetz_b.ra3_in1k,224,70.0,30.0,88.83,11.17,11.68,0.94,bicubic +edgenext_small.usi_in1k,256,70.0,30.0,89.23,10.77,5.59,0.95,bicubic +levit_conv_256.fb_dist_in1k,224,69.98,30.02,89.17,10.83,18.89,0.9,bicubic +levit_256.fb_dist_in1k,224,69.98,30.02,89.17,10.83,18.89,0.9,bicubic +resnet50.c1_in1k,288,69.95,30.05,88.92,11.08,25.56,1.0,bicubic +regnety_320.pycls_in1k,224,69.95,30.05,88.75,11.25,145.05,0.875,bicubic +ecaresnet50t.a1_in1k,224,69.92,30.08,88.65,11.35,25.57,0.95,bicubic +resnet50d.a1_in1k,288,69.92,30.08,88.33,11.67,25.58,1.0,bicubic +seresnext101_32x4d.gluon_in1k,224,69.91,30.09,88.88,11.12,48.96,0.875,bicubic +resnext50_32x4d.ra_in1k,288,69.89,30.11,88.41,11.59,25.03,0.95,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,69.88,30.12,88.92,11.08,8.46,0.95,bicubic +fastvit_s12.apple_dist_in1k,256,69.86,30.14,88.7,11.3,9.47,0.9,bicubic +resnet101.a2_in1k,224,69.86,30.14,88.27,11.73,44.55,0.95,bicubic +ecaresnet50d_pruned.miil_in1k,288,69.85,30.15,89.59,10.41,19.94,0.95,bicubic +ese_vovnet39b.ra_in1k,288,69.85,30.15,89.54,10.46,24.57,0.95,bicubic +ecaresnet50t.ra2_in1k,256,69.82,30.18,89.39,10.61,25.57,0.875,bicubic +seresnet50.a1_in1k,288,69.81,30.19,88.45,11.55,28.09,1.0,bicubic +resnet152d.gluon_in1k,224,69.81,30.19,88.48,11.52,60.21,0.875,bicubic +pit_s_224.in1k,224,69.8,30.2,88.85,11.15,23.46,0.9,bicubic +regnety_016.tv2_in1k,224,69.79,30.21,89.35,10.65,11.2,0.965,bicubic +resnetaa50.a1h_in1k,224,69.78,30.22,88.77,11.23,25.56,0.95,bicubic +sehalonet33ts.ra2_in1k,256,69.77,30.23,88.58,11.42,13.69,0.94,bicubic +ecaresnet101d_pruned.miil_in1k,224,69.76,30.24,89.39,10.61,24.88,0.875,bicubic +mobilevitv2_150.cvnets_in22k_ft_in1k,256,69.76,30.24,89.06,10.94,10.59,0.888,bicubic +xcit_tiny_24_p16_224.fb_dist_in1k,224,69.74,30.26,88.7,11.3,12.12,1.0,bicubic +maxvit_rmlp_pico_rw_256.sw_in1k,256,69.74,30.26,89.13,10.87,7.52,0.95,bicubic +resnext50_32x4d.a1_in1k,288,69.73,30.27,88.36,11.64,25.03,1.0,bicubic +resnext50_32x4d.a2_in1k,288,69.72,30.28,88.26,11.74,25.03,1.0,bicubic +resnet50d.ra4_e3600_r224_in1k,224,69.72,30.28,88.86,11.14,25.58,0.95,bicubic +mobilevitv2_200.cvnets_in1k,256,69.7,30.3,88.45,11.55,18.45,0.888,bicubic +resnet50.a1_in1k,288,69.69,30.31,88.27,11.73,25.56,1.0,bicubic +tresnet_m.miil_in1k,224,69.68,30.32,87.94,12.06,31.39,0.875,bilinear +fastvit_sa12.apple_in1k,256,69.67,30.33,88.92,11.08,11.58,0.9,bicubic +tiny_vit_5m_224.dist_in22k_ft_in1k,224,69.66,30.34,89.38,10.62,5.39,0.95,bicubic +fastvit_t12.apple_dist_in1k,256,69.65,30.35,88.29,11.71,7.55,0.9,bicubic +convnextv2_pico.fcmae_ft_in1k,288,69.64,30.36,89.26,10.74,9.07,0.95,bicubic +ecaresnet50d.miil_in1k,224,69.64,30.36,89.35,10.65,25.58,0.875,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,69.62,30.38,89.02,10.98,14.62,0.95,bilinear +resmlp_24_224.fb_distilled_in1k,224,69.62,30.38,89.0,11.0,30.02,0.875,bicubic +resnext50d_32x4d.bt_in1k,288,69.61,30.39,89.25,10.75,25.05,0.95,bicubic +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,69.6,30.4,89.29,10.71,25.03,0.875,bilinear +resnetv2_50d_gn.ah_in1k,224,69.6,30.4,88.89,11.11,25.57,0.95,bicubic +lambda_resnet50ts.a1h_in1k,256,69.59,30.41,88.82,11.18,21.54,0.95,bicubic +inception_resnet_v2.tf_ens_adv_in1k,299,69.59,30.41,88.33,11.67,55.84,0.8975,bicubic +resnext50_32x4d.a1h_in1k,224,69.57,30.43,88.58,11.42,25.03,0.95,bicubic +gcresnet50t.ra2_in1k,256,69.57,30.43,88.94,11.06,25.9,0.9,bicubic +gernet_m.idstcv_in1k,224,69.55,30.45,88.59,11.41,21.14,0.875,bilinear +efficientnet_b3_pruned.in1k,300,69.55,30.45,88.8,11.2,9.86,0.904,bicubic +cspresnext50.ra_in1k,256,69.52,30.48,88.71,11.29,20.57,0.887,bilinear +efficientnet_el_pruned.in1k,300,69.52,30.48,88.9,11.1,10.59,0.904,bicubic +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,69.52,30.48,89.37,10.63,13.42,0.95,bicubic +resnet50.tv2_in1k,224,69.51,30.49,88.63,11.37,25.56,0.965,bilinear +efficientnet_b1.ra4_e3600_r240_in1k,240,69.51,30.49,89.02,10.98,7.79,0.9,bicubic +repvgg_b3g4.rvgg_in1k,224,69.51,30.49,88.54,11.46,83.83,0.875,bilinear +resnext101_64x4d.gluon_in1k,224,69.49,30.51,88.27,11.73,83.46,0.875,bicubic +convnext_nano_ols.d1h_in1k,224,69.49,30.51,88.43,11.57,15.65,0.95,bicubic +convmixer_768_32.in1k,224,69.48,30.52,88.94,11.06,21.11,0.96,bicubic +repvit_m1_1.dist_300e_in1k,224,69.48,30.52,88.7,11.3,8.8,0.95,bicubic +xcit_tiny_12_p16_384.fb_dist_in1k,384,69.48,30.52,88.98,11.02,6.72,1.0,bicubic +hgnet_tiny.paddle_in1k,288,69.47,30.53,89.21,10.79,14.74,1.0,bicubic +gcresnext50ts.ch_in1k,256,69.47,30.53,88.74,11.26,15.67,0.9,bicubic +rexnet_150.nav_in1k,224,69.46,30.54,88.99,11.01,9.73,0.875,bicubic +efficientvit_b1.r288_in1k,288,69.46,30.54,88.59,11.41,9.1,1.0,bicubic +swin_tiny_patch4_window7_224.ms_in1k,224,69.45,30.55,89.02,10.98,28.29,0.9,bicubic +gcresnet33ts.ra2_in1k,288,69.45,30.55,88.91,11.09,19.88,1.0,bicubic +res2net101d.in1k,224,69.45,30.55,88.62,11.38,45.23,0.875,bilinear +regnetx_032.tv2_in1k,224,69.44,30.56,89.13,10.87,15.3,0.965,bicubic +regnetx_320.pycls_in1k,224,69.44,30.56,88.15,11.85,107.81,0.875,bicubic +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,69.44,30.56,89.08,10.92,15.25,0.95,bicubic +vit_base_patch32_224.augreg_in21k_ft_in1k,224,69.43,30.57,89.27,10.73,88.22,0.9,bicubic +cs3darknet_l.c2ns_in1k,256,69.42,30.58,88.97,11.03,21.16,0.887,bicubic +efficientnet_b2.ra_in1k,288,69.39,30.61,88.64,11.36,9.11,1.0,bicubic +inception_v4.tf_in1k,299,69.39,30.61,88.65,11.35,42.68,0.875,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,240,69.39,30.61,89.09,10.91,14.36,0.9,bicubic +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,69.37,30.63,89.3,10.7,5.76,1.0,bicubic +nf_resnet50.ra2_in1k,288,69.35,30.65,88.69,11.31,25.56,0.94,bicubic +xception71.tf_in1k,299,69.35,30.65,88.19,11.81,42.34,0.903,bicubic +tf_efficientnetv2_b3.in1k,240,69.33,30.67,88.29,11.71,14.36,0.904,bicubic +dm_nfnet_f0.dm_in1k,192,69.32,30.68,88.74,11.26,71.49,0.9,bicubic +ecaresnetlight.miil_in1k,224,69.32,30.68,89.2,10.8,30.16,0.875,bicubic +darknet53.c2ns_in1k,288,69.31,30.69,88.77,11.23,41.61,1.0,bicubic +gcvit_xxtiny.in1k,224,69.28,30.72,88.84,11.16,12.0,0.875,bicubic +resnext50_32x4d.tv2_in1k,224,69.28,30.72,88.41,11.59,25.03,0.965,bilinear +regnetz_b16.ra3_in1k,224,69.26,30.74,88.38,11.62,9.72,0.94,bicubic +repvit_m1_0.dist_450e_in1k,224,69.26,30.74,88.72,11.28,7.3,0.95,bicubic +seresnet33ts.ra2_in1k,288,69.26,30.74,89.02,10.98,19.78,1.0,bicubic +eca_resnet33ts.ra2_in1k,288,69.23,30.77,89.13,10.87,19.68,1.0,bicubic +resnet50_gn.a1h_in1k,224,69.2,30.8,88.41,11.59,25.56,0.94,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,69.19,30.81,88.09,11.91,8.46,0.9,bicubic +efficientformer_l1.snap_dist_in1k,224,69.19,30.81,88.48,11.52,12.29,0.95,bicubic +cs3darknet_focus_l.c2ns_in1k,288,69.19,30.81,89.33,10.67,21.15,0.95,bicubic +vit_small_patch16_384.augreg_in1k,384,69.19,30.81,88.84,11.16,22.2,1.0,bicubic +resnet50d.ra2_in1k,224,69.17,30.83,88.13,11.87,25.58,0.875,bicubic +resnet50.b2k_in1k,288,69.17,30.83,88.49,11.51,25.56,1.0,bicubic +edgenext_small_rw.sw_in1k,320,69.14,30.86,88.79,11.21,7.83,1.0,bicubic +wide_resnet50_2.tv2_in1k,176,69.13,30.87,88.07,11.93,68.88,0.875,bilinear +repvit_m2.dist_in1k,224,69.13,30.87,88.57,11.43,8.8,0.95,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,224,69.13,30.87,88.82,11.18,11.07,0.95,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,69.12,30.88,89.14,10.86,9.72,1.0,bicubic +mobilevitv2_175.cvnets_in1k,256,69.11,30.89,88.89,11.11,14.25,0.888,bicubic +mambaout_femto.in1k,288,69.09,30.91,88.65,11.35,7.3,1.0,bicubic +tf_efficientnetv2_b2.in1k,260,69.09,30.91,88.14,11.86,10.1,0.89,bicubic +mixnet_xl.ra_in1k,224,69.08,30.92,88.36,11.64,11.9,0.875,bicubic +poolformerv2_s24.sail_in1k,224,69.07,30.93,88.54,11.46,21.34,1.0,bicubic +legacy_seresnext101_32x4d.in1k,224,69.06,30.94,88.1,11.9,48.96,0.875,bilinear +resnet50d.a2_in1k,288,69.03,30.97,87.96,12.04,25.58,1.0,bicubic +resnet50.c2_in1k,224,69.01,30.99,88.12,11.88,25.56,0.95,bicubic +mobilevitv2_150.cvnets_in1k,256,69.0,31.0,88.02,11.98,10.59,0.888,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,256,69.0,31.0,88.78,11.22,9.72,0.95,bicubic +resnetblur50.bt_in1k,288,68.99,31.01,88.4,11.6,25.56,0.95,bicubic +resnetrs101.tf_in1k,192,68.98,31.02,88.27,11.73,63.62,0.94,bicubic +regnety_120.pycls_in1k,224,68.97,31.03,88.18,11.82,51.82,0.875,bicubic +vit_base_patch16_384.augreg_in1k,384,68.97,31.03,88.35,11.65,86.86,1.0,bicubic +resnet152c.gluon_in1k,224,68.97,31.03,87.64,12.36,60.21,0.875,bicubic +vit_small_patch32_384.augreg_in21k_ft_in1k,384,68.95,31.05,89.65,10.35,22.92,1.0,bicubic +seresnet33ts.ra2_in1k,256,68.95,31.05,88.35,11.65,19.78,0.9,bicubic +cs3darknet_focus_l.c2ns_in1k,256,68.93,31.07,88.83,11.17,21.15,0.887,bicubic +resnet50.b1k_in1k,288,68.91,31.09,88.49,11.51,25.56,1.0,bicubic +resnet50d.a1_in1k,224,68.91,31.09,87.98,12.02,25.58,0.95,bicubic +convnextv2_pico.fcmae_ft_in1k,224,68.9,31.1,88.45,11.55,9.07,0.875,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,448,68.89,31.11,88.8,11.2,21.82,1.0,bicubic +convnext_pico_ols.d1_in1k,288,68.89,31.11,88.7,11.3,9.06,1.0,bicubic +resnext101_32x4d.gluon_in1k,224,68.88,31.12,88.28,11.72,44.18,0.875,bicubic +resnet50.a1h_in1k,224,68.88,31.12,88.31,11.69,25.56,1.0,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,288,68.87,31.13,89.08,10.92,6.34,1.0,bicubic +hrnet_w64.ms_in1k,224,68.87,31.13,88.12,11.88,128.06,0.875,bilinear +resnetv2_50.a1h_in1k,224,68.87,31.13,88.43,11.57,25.55,0.95,bicubic +ecaresnet50t.a2_in1k,224,68.87,31.13,88.09,11.91,25.57,0.95,bicubic +cspdarknet53.ra_in1k,256,68.86,31.14,88.59,11.41,27.64,0.887,bilinear +gcresnet33ts.ra2_in1k,256,68.85,31.15,88.52,11.48,19.88,0.9,bicubic +seresnet50.ra2_in1k,224,68.83,31.17,88.6,11.4,28.09,0.875,bicubic +poolformer_s24.sail_in1k,224,68.8,31.2,88.25,11.75,21.39,0.9,bicubic +eca_resnet33ts.ra2_in1k,256,68.79,31.21,88.51,11.49,19.68,0.9,bicubic +resnet152.gluon_in1k,224,68.79,31.21,87.59,12.41,60.19,0.875,bicubic +resnet101d.gluon_in1k,224,68.79,31.21,88.1,11.9,44.57,0.875,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,256,68.78,31.22,88.87,11.13,9.72,1.0,bicubic +tf_efficientnet_b2.ap_in1k,260,68.77,31.23,88.32,11.68,9.11,0.89,bicubic +convnext_pico.d1_in1k,288,68.77,31.23,88.37,11.63,9.05,0.95,bicubic +xception65.tf_in1k,299,68.77,31.23,88.25,11.75,39.92,0.903,bicubic +resnet50.a2_in1k,288,68.76,31.24,87.95,12.05,25.56,1.0,bicubic +repvgg_b2g4.rvgg_in1k,224,68.75,31.25,88.25,11.75,61.76,0.875,bilinear +wide_resnet101_2.tv2_in1k,176,68.75,31.25,87.6,12.4,126.89,0.875,bilinear +seresnet50.a1_in1k,224,68.73,31.27,87.5,12.5,28.09,0.95,bicubic +resnext50_32x4d.a2_in1k,224,68.73,31.27,87.38,12.62,25.03,0.95,bicubic +resnet101s.gluon_in1k,224,68.72,31.28,87.72,12.28,44.67,0.875,bicubic +resnext50d_32x4d.bt_in1k,224,68.71,31.29,88.22,11.78,25.05,0.875,bicubic +regnety_160.pycls_in1k,224,68.7,31.3,88.19,11.81,83.59,0.875,bicubic +seresnet50.a2_in1k,224,68.69,31.31,87.49,12.51,28.09,0.95,bicubic +nf_resnet50.ra2_in1k,256,68.69,31.31,88.43,11.57,25.56,0.94,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,288,68.68,31.32,88.24,11.76,21.82,1.0,bicubic +dpn131.mx_in1k,224,68.67,31.33,87.39,12.61,79.25,0.875,bicubic +resnet152.a3_in1k,224,68.65,31.35,87.69,12.31,60.19,0.95,bicubic +mambaout_kobe.in1k,224,68.64,31.36,88.3,11.7,9.14,1.0,bicubic +hgnet_tiny.paddle_in1k,224,68.64,31.36,88.22,11.78,14.74,0.965,bicubic +resnet50.c1_in1k,224,68.64,31.36,87.77,12.23,25.56,0.95,bicubic +repvit_m1_0.dist_300e_in1k,224,68.63,31.37,88.02,11.98,7.3,0.95,bicubic +gmlp_s16_224.ra3_in1k,224,68.6,31.4,87.95,12.05,19.42,0.875,bicubic +xcit_tiny_12_p8_224.fb_in1k,224,68.59,31.41,88.69,11.31,6.71,1.0,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,256,68.59,31.41,87.89,12.11,5.29,1.0,bicubic +seresnext50_32x4d.gluon_in1k,224,68.56,31.44,88.15,11.85,27.56,0.875,bicubic +dpn107.mx_in1k,224,68.56,31.44,88.09,11.91,86.92,0.875,bicubic +regnetx_160.pycls_in1k,224,68.55,31.45,88.25,11.75,54.28,0.875,bicubic +deit_small_patch16_224.fb_in1k,224,68.53,31.47,88.17,11.83,22.05,0.9,bicubic +resnet50.d_in1k,224,68.53,31.47,87.65,12.35,25.56,0.95,bicubic +resnet152.tv2_in1k,176,68.52,31.48,87.72,12.28,60.19,0.875,bilinear +regnety_080.pycls_in1k,224,68.51,31.49,87.97,12.03,39.18,0.875,bicubic +resnet50.ram_in1k,288,68.51,31.49,88.43,11.57,25.56,0.95,bicubic +skresnext50_32x4d.ra_in1k,224,68.47,31.53,87.62,12.38,27.48,0.875,bicubic +resnext50_32x4d.a1_in1k,224,68.47,31.53,87.38,12.62,25.03,0.95,bicubic +resnet50.a1_in1k,224,68.47,31.53,87.59,12.41,25.56,0.95,bicubic +resnext50_32x4d.ra_in1k,224,68.45,31.55,87.56,12.44,25.03,0.875,bicubic +tf_efficientnet_b2.aa_in1k,260,68.44,31.56,88.04,11.96,9.11,0.89,bicubic +resnet101.a3_in1k,224,68.44,31.56,87.43,12.57,44.55,0.95,bicubic +darknetaa53.c2ns_in1k,288,68.43,31.57,88.68,11.32,36.02,1.0,bilinear +dla102x2.in1k,224,68.41,31.59,87.8,12.2,41.28,0.875,bilinear +cspresnet50.ra_in1k,256,68.4,31.6,87.94,12.06,21.62,0.887,bilinear +res2net50d.in1k,224,68.39,31.61,88.02,11.98,25.72,0.875,bilinear +fbnetv3_d.ra2_in1k,256,68.39,31.61,88.42,11.58,10.31,0.95,bilinear +darknet53.c2ns_in1k,256,68.39,31.61,88.0,12.0,41.61,0.887,bicubic +xcit_tiny_24_p16_224.fb_in1k,224,68.38,31.62,88.1,11.9,12.12,1.0,bicubic +rexnet_130.nav_in1k,224,68.38,31.62,87.97,12.03,7.56,0.875,bicubic +tf_efficientnet_b3.in1k,300,68.38,31.62,88.6,11.4,12.23,0.904,bicubic +cait_xxs36_224.fb_dist_in1k,224,68.37,31.63,88.6,11.4,17.3,1.0,bicubic +vit_base_patch16_224.sam_in1k,224,68.37,31.63,87.67,12.33,86.57,0.9,bicubic +efficientvit_b1.r256_in1k,256,68.36,31.64,87.94,12.06,9.1,1.0,bicubic +regnety_064.pycls_in1k,224,68.35,31.65,88.02,11.98,30.58,0.875,bicubic +resnet50.fb_ssl_yfcc100m_ft_in1k,224,68.33,31.67,88.56,11.44,25.56,0.875,bilinear +hgnetv2_b1.ssld_stage1_in22k_in1k,288,68.31,31.69,88.84,11.16,6.34,1.0,bicubic +resnet50d.a2_in1k,224,68.31,31.69,87.29,12.71,25.58,0.95,bicubic +dpn98.mx_in1k,224,68.3,31.7,87.56,12.44,61.57,0.875,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,68.29,31.71,88.34,11.66,9.72,0.95,bicubic +resmlp_big_24_224.fb_in1k,224,68.28,31.72,87.69,12.31,129.14,0.875,bicubic +fastvit_s12.apple_in1k,256,68.26,31.74,87.84,12.16,9.47,0.9,bicubic +ecaresnet26t.ra2_in1k,320,68.25,31.75,88.64,11.36,16.01,0.95,bicubic +ese_vovnet39b.ra_in1k,224,68.25,31.75,88.21,11.79,24.57,0.875,bicubic +resnext50_32x4d.gluon_in1k,224,68.24,31.76,87.4,12.6,25.03,0.875,bicubic +regnetx_120.pycls_in1k,224,68.23,31.77,87.56,12.44,46.11,0.875,bicubic +resnet50.ra_in1k,288,68.22,31.78,87.94,12.06,25.56,0.95,bicubic +efficientnet_b2_pruned.in1k,260,68.22,31.78,88.1,11.9,8.31,0.89,bicubic +efficientformerv2_s1.snap_dist_in1k,224,68.18,31.82,88.2,11.8,6.19,0.95,bicubic +ecaresnet50d_pruned.miil_in1k,224,68.17,31.83,88.35,11.65,19.94,0.875,bicubic +efficientnet_b2.ra_in1k,256,68.16,31.84,87.75,12.25,9.11,0.875,bicubic +mobileone_s4.apple_in1k,224,68.15,31.85,87.1,12.9,14.95,0.9,bilinear +resnetv2_34.ra4_e3600_r224_in1k,288,68.14,31.86,87.92,12.08,21.8,1.0,bicubic +pit_xs_distilled_224.in1k,224,68.13,31.87,87.82,12.18,11.0,0.9,bicubic +tf_efficientnet_el.in1k,300,68.11,31.89,88.0,12.0,10.59,0.904,bicubic +tiny_vit_5m_224.in1k,224,68.06,31.94,87.66,12.34,5.39,0.95,bicubic +fbnetv3_b.ra2_in1k,256,68.05,31.95,87.9,12.1,8.6,0.95,bilinear +resmlp_36_224.fb_in1k,224,68.04,31.96,88.17,11.83,44.69,0.875,bicubic +resnet50.tv2_in1k,176,68.03,31.97,87.36,12.64,25.56,0.875,bilinear +fastvit_t12.apple_in1k,256,68.02,31.98,87.7,12.3,7.55,0.9,bicubic +convnext_pico_ols.d1_in1k,224,68.0,32.0,87.89,12.11,9.06,0.95,bicubic +convnext_pico.d1_in1k,224,67.99,32.01,87.73,12.27,9.05,0.875,bicubic +dpn68b.ra_in1k,288,67.99,32.01,87.28,12.72,12.61,1.0,bicubic 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+regnetx_002.pycls_in1k,224,55.83,44.17,79.26,20.74,2.68,0.875,bicubic +efficientvit_m1.r224_in1k,224,55.57,44.43,78.95,21.05,2.98,0.875,bicubic +resnet10t.c3_in1k,224,55.44,44.56,78.3,21.7,5.44,0.95,bicubic +lcnet_075.ra2_in1k,224,55.29,44.71,78.23,21.77,2.36,0.875,bicubic +mobilenetv3_small_100.lamb_in1k,224,54.63,45.37,77.67,22.33,2.54,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,54.58,45.42,76.97,23.03,2.54,0.875,bilinear +resnet10t.c3_in1k,176,54.03,45.97,76.5,23.5,5.44,0.875,bicubic +repghostnet_050.in1k,224,53.56,46.44,76.63,23.37,2.31,0.875,bicubic +tinynet_d.in1k,152,53.27,46.73,76.35,23.65,2.34,0.875,bicubic +dla46x_c.in1k,224,53.12,46.88,76.78,23.22,1.07,0.875,bilinear +mnasnet_small.lamb_in1k,224,53.12,46.88,75.85,24.15,2.03,0.875,bicubic +mobilenetv2_050.lamb_in1k,224,53.0,47.0,75.51,24.49,1.97,0.875,bicubic +resnet18.a3_in1k,160,52.87,47.13,75.84,24.16,11.69,0.95,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,256,52.46,47.54,75.93,24.07,2.24,0.95,bicubic +tf_mobilenetv3_small_075.in1k,224,52.32,47.68,75.52,24.48,2.04,0.875,bilinear +dla46_c.in1k,224,52.03,47.97,75.67,24.33,1.3,0.875,bilinear +mobilenetv3_small_075.lamb_in1k,224,51.82,48.18,74.71,25.29,2.04,0.875,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,224,51.43,48.57,75.16,24.84,2.24,0.875,bicubic +efficientvit_m0.r224_in1k,224,50.61,49.39,74.45,25.55,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,50.05,49.95,73.43,26.57,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,49.57,50.43,72.81,27.19,2.04,0.875,bilinear +tinynet_e.in1k,106,46.76,53.24,70.23,29.77,2.04,0.875,bicubic +test_vit3.r160_in1k,160,45.39,54.61,70.39,29.61,0.93,0.95,bicubic +mobilenetv3_small_050.lamb_in1k,224,44.84,55.16,67.76,32.24,1.59,0.875,bicubic +test_convnext2.r160_in1k,160,43.08,56.92,67.91,32.09,0.48,0.95,bicubic +test_convnext3.r160_in1k,160,42.43,57.57,67.71,32.29,0.47,0.95,bicubic +test_convnext.r160_in1k,160,37.78,62.22,63.47,36.53,0.27,0.95,bicubic +test_nfnet.r160_in1k,160,36.86,63.14,61.77,38.23,0.38,0.95,bicubic +test_efficientnet_evos.r160_in1k,160,35.77,64.23,59.73,40.27,0.36,0.95,bicubic +test_efficientnet.r160_in1k,160,35.18,64.82,59.4,40.6,0.36,0.95,bicubic +test_byobnet.r160_in1k,160,35.09,64.91,59.56,40.44,0.46,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,33.76,66.24,58.38,41.62,0.36,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,33.49,66.51,57.85,42.15,0.36,0.95,bicubic +test_vit2.r160_in1k,160,32.83,67.17,58.11,41.89,0.46,0.95,bicubic +test_resnet.r160_in1k,160,31.68,68.32,56.83,43.17,0.47,0.95,bilinear +test_vit.r160_in1k,160,31.62,68.38,56.6,43.4,0.37,0.95,bicubic +resmlp_24_224.fb_dino,224,0.14,99.86,0.52,99.48,30.02,0.875,bicubic +resmlp_12_224.fb_dino,224,0.13,99.87,0.51,99.49,15.35,0.875,bicubic diff --git a/results/results-sketch.csv b/results/results-sketch.csv index 616a58995d..ab55f5f558 100644 --- a/results/results-sketch.csv +++ b/results/results-sketch.csv @@ -1,1446 +1,1559 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff -eva_giant_patch14_336.clip_ft_in1k,336,71.200,28.800,90.336,9.664,"1,013.01",1.000,bicubic,-18.262,-8.492,+6 -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,70.668,29.332,89.835,10.165,305.08,1.000,bicubic,-19.386,-9.221,-1 -eva02_large_patch14_448.mim_m38m_ft_in1k,448,70.546,29.454,89.841,10.159,305.08,1.000,bicubic,-19.008,-9.083,+3 -eva_giant_patch14_224.clip_ft_in1k,224,70.076,29.924,89.766,10.234,"1,012.56",0.900,bicubic,-18.810,-8.914,+5 -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,70.062,29.938,90.344,9.656,846.47,1.000,bicubic,-18.560,-8.374,+10 -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,68.036,31.964,87.830,12.170,"1,013.01",1.000,bicubic,-21.534,-11.124,-1 -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,67.561,32.439,87.496,12.504,305.08,1.000,bicubic,-22.405,-11.520,-5 -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,67.480,32.520,87.471,12.529,"1,014.45",1.000,bicubic,-22.316,-11.519,-5 -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,67.437,32.563,87.877,12.123,632.05,1.000,bicubic,-20.187,-10.350,+38 -eva02_large_patch14_448.mim_in22k_ft_in1k,448,66.987,33.013,87.455,12.545,305.08,1.000,bicubic,-22.645,-11.499,-6 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,66.466,33.534,87.406,12.594,200.13,1.000,bicubic,-21.424,-11.042,+29 -vit_large_patch14_clip_336.laion2b_ft_in1k,336,65.747,34.253,86.948,13.052,304.53,1.000,bicubic,-22.119,-11.406,+29 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,65.745,34.255,87.021,12.979,200.13,1.000,bicubic,-22.589,-11.553,+9 -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,65.309,34.691,86.862,13.138,632.05,1.000,bicubic,-22.969,-11.690,+10 -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,65.289,34.711,86.765,13.235,632.46,1.000,bicubic,-23.339,-11.905,-1 -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,65.071,34.929,86.288,13.712,200.13,1.000,bicubic,-22.265,-11.934,+44 -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,64.916,35.084,86.630,13.370,200.13,1.000,bicubic,-23.054,-11.844,+19 -vit_large_patch14_clip_224.laion2b_ft_in1k,224,64.827,35.173,86.581,13.419,304.20,1.000,bicubic,-22.471,-11.657,+44 -regnety_1280.swag_ft_in1k,384,64.110,35.890,86.052,13.948,644.81,1.000,bicubic,-24.114,-12.646,+10 -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,64.059,35.941,85.912,14.088,304.53,1.000,bicubic,-24.205,-12.616,+6 -eva_large_patch14_336.in22k_ft_in1k,336,63.084,36.916,84.394,15.607,304.53,1.000,bicubic,-25.606,-14.316,-10 -vit_large_patch14_clip_224.openai_ft_in1k,224,62.642,37.358,85.124,14.876,304.20,1.000,bicubic,-25.218,-13.306,+20 -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,62.062,37.938,84.348,15.652,304.20,1.000,bicubic,-25.835,-14.060,+16 -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,61.664,38.336,83.678,16.322,304.53,1.000,bicubic,-26.528,-14.892,+7 -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,61.396,38.604,83.395,16.605,304.20,1.000,bicubic,-26.766,-15.145,+8 -eva_large_patch14_196.in22k_ft_in1k,196,61.149,38.851,82.759,17.241,304.14,1.000,bicubic,-26.807,-15.721,+11 -eva_large_patch14_336.in22k_ft_in22k_in1k,336,60.935,39.065,82.153,17.847,304.53,1.000,bicubic,-28.315,-16.699,-19 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,60.815,39.185,83.213,16.788,88.59,1.000,bicubic,-26.335,-15.015,+38 -convnext_base.clip_laion2b_augreg_ft_in1k,256,60.318,39.682,82.719,17.281,88.59,1.000,bicubic,-25.866,-15.209,+107 -regnety_1280.swag_lc_in1k,224,59.934,40.066,83.152,16.848,644.81,0.965,bicubic,-26.032,-14.700,+127 -eva_large_patch14_196.in22k_ft_in22k_in1k,196,59.871,40.129,81.120,18.880,304.14,1.000,bicubic,-28.725,-17.542,-15 -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,59.848,40.152,82.808,17.192,88.59,1.000,bicubic,-26.538,-15.168,+84 -convnext_base.clip_laiona_augreg_ft_in1k_384,384,59.414,40.586,82.248,17.752,88.59,1.000,bicubic,-27.074,-15.714,+76 -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,58.510,41.490,80.786,19.214,87.12,1.000,bicubic,-30.172,-17.942,-22 -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,58.417,41.583,80.412,19.588,468.53,0.875,bilinear,-26.681,-17.030,+211 -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,58.374,41.626,80.218,19.782,304.43,0.950,bicubic,-30.032,-18.384,-17 -eva02_base_patch14_448.mim_in22k_ft_in1k,448,58.032,41.968,80.733,19.267,87.12,1.000,bicubic,-30.234,-17.837,-12 -regnety_320.swag_ft_in1k,384,57.936,42.064,81.503,18.497,145.05,1.000,bicubic,-28.924,-16.853,+44 -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,57.889,42.111,79.654,20.346,660.29,1.000,bicubic,-30.773,-19.080,-26 -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,57.859,42.141,79.428,20.572,660.29,1.000,bicubic,-31.001,-19.312,-30 -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,57.698,42.302,79.913,20.087,194.03,0.875,bilinear,-26.466,-17.275,+324 -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,57.472,42.528,80.404,19.596,194.03,0.875,bilinear,-25.874,-16.440,+462 -beit_large_patch16_384.in22k_ft_in22k_in1k,384,56.979,43.021,79.166,20.834,305.00,1.000,bicubic,-31.403,-19.442,-23 -vit_base_patch16_clip_384.laion2b_ft_in1k,384,56.869,43.131,79.990,20.010,86.86,1.000,bicubic,-29.769,-18.018,+50 -beit_large_patch16_512.in22k_ft_in22k_in1k,512,56.796,43.204,78.897,21.103,305.67,1.000,bicubic,-31.782,-19.763,-28 -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,56.448,43.552,78.974,21.026,88.79,0.875,bilinear,-27.834,-18.200,+304 -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,56.283,43.717,77.305,22.695,116.14,1.000,bicubic,-31.529,-21.062,-4 -maxvit_xlarge_tf_384.in21k_ft_in1k,384,56.228,43.772,78.746,21.254,475.32,1.000,bicubic,-32.076,-19.794,-25 -maxvit_xlarge_tf_512.in21k_ft_in1k,512,56.161,43.839,78.681,21.319,475.77,1.000,bicubic,-32.379,-19.971,-31 -maxvit_base_tf_512.in21k_ft_in1k,512,56.108,43.892,78.661,21.339,119.88,1.000,bicubic,-32.104,-19.877,-20 -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,55.784,44.216,77.636,22.364,632.13,1.000,bicubic,-31.396,-20.628,+14 -maxvit_base_tf_384.in21k_ft_in1k,384,55.702,44.298,78.027,21.973,119.65,1.000,bicubic,-32.226,-20.511,-14 -regnety_320.swag_lc_in1k,224,55.442,44.558,79.744,20.256,145.05,0.965,bicubic,-29.190,-17.740,+244 -vit_base_patch16_clip_224.laion2b_ft_in1k,224,55.419,44.581,79.070,20.930,86.57,1.000,bicubic,-30.075,-18.502,+147 -regnety_160.swag_ft_in1k,384,55.165,44.835,79.329,20.671,83.59,1.000,bicubic,-30.853,-18.721,+97 -maxvit_large_tf_512.in21k_ft_in1k,512,55.153,44.847,77.260,22.740,212.33,1.000,bicubic,-33.083,-21.348,-28 -maxvit_large_tf_384.in21k_ft_in1k,384,55.069,44.931,77.148,22.852,212.03,1.000,bicubic,-32.927,-21.420,-22 -convnext_xlarge.fb_in22k_ft_in1k_384,384,55.010,44.990,76.771,23.229,350.20,1.000,bicubic,-32.756,-21.783,-14 -beit_large_patch16_224.in22k_ft_in22k_in1k,224,54.973,45.027,77.616,22.384,304.43,0.900,bicubic,-32.515,-20.700,-9 -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,54.957,45.043,77.524,22.476,88.79,0.875,bilinear,-27.763,-19.100,+525 -deit3_large_patch16_384.fb_in22k_ft_in1k,384,54.912,45.088,77.376,22.624,304.76,1.000,bicubic,-32.822,-21.132,-16 -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,54.790,45.210,76.861,23.139,116.09,1.000,bicubic,-32.688,-21.513,-11 -caformer_b36.sail_in22k_ft_in1k_384,384,54.446,45.554,76.824,23.176,98.75,1.000,bicubic,-33.620,-21.766,-29 -deit3_large_patch16_224.fb_in22k_ft_in1k,224,54.383,45.617,76.559,23.441,304.37,1.000,bicubic,-32.603,-21.681,+10 -hgnetv2_b6.ssld_stage1_in22k_in1k,224,54.291,45.709,77.292,22.708,75.26,0.965,bicubic,-31.761,-20.514,+83 -beitv2_large_patch16_224.in1k_ft_in1k,224,54.169,45.831,75.568,24.432,304.43,0.950,bicubic,-33.245,-22.648,-9 -convnextv2_large.fcmae_ft_in22k_in1k_384,384,53.917,46.083,76.032,23.968,197.96,1.000,bicubic,-34.261,-22.486,-35 -hgnetv2_b6.ssld_stage2_ft_in1k,224,53.860,46.140,77.003,22.997,75.26,0.965,bicubic,-32.346,-20.807,+65 -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,53.780,46.220,75.160,24.840,116.14,0.950,bicubic,-33.128,-22.844,+10 -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,53.646,46.354,76.407,23.593,44.18,0.875,bilinear,-29.622,-20.353,+439 -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,53.497,46.503,75.659,24.341,86.86,1.000,bicubic,-33.715,-22.369,-7 -hgnetv2_b6.ssld_stage1_in22k_in1k,288,53.169,46.831,76.178,23.822,75.26,1.000,bicubic,-33.129,-21.910,+51 -vit_base_patch16_clip_384.openai_ft_in1k,384,53.096,46.904,76.683,23.317,86.86,1.000,bicubic,-33.122,-21.203,+57 -regnety_160.swag_lc_in1k,224,53.090,46.910,78.162,21.838,83.59,0.965,bicubic,-30.718,-18.498,+346 -hgnetv2_b6.ssld_stage2_ft_in1k,288,53.015,46.985,76.050,23.950,75.26,1.000,bicubic,-33.369,-21.888,+42 -convnextv2_base.fcmae_ft_in22k_in1k_384,384,52.905,47.095,75.087,24.913,88.72,1.000,bicubic,-34.733,-23.329,-30 -convformer_b36.sail_in22k_ft_in1k_384,384,52.895,47.105,74.963,25.037,99.88,1.000,bicubic,-34.707,-23.469,-29 -vit_large_patch16_384.augreg_in21k_ft_in1k,384,52.799,47.201,74.735,25.265,304.72,1.000,bicubic,-34.295,-23.571,-9 -caformer_b36.sail_in22k_ft_in1k,224,52.782,47.218,75.279,24.721,98.75,1.000,bicubic,-34.658,-23.052,-24 -convnext_large.fb_in22k_ft_in1k_384,384,52.738,47.262,74.710,25.290,197.77,1.000,bicubic,-34.718,-23.670,-26 -convformer_b36.sail_in22k_ft_in1k,224,52.730,47.270,74.908,25.092,99.88,1.000,bicubic,-34.253,-23.250,-6 -convnext_xlarge.fb_in22k_ft_in1k,224,52.573,47.427,74.395,25.605,350.20,0.875,bicubic,-34.397,-23.809,-5 -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,52.400,47.600,73.808,26.192,73.88,1.000,bicubic,-35.002,-24.500,-25 -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,52.312,47.688,74.401,25.599,196.74,1.000,bicubic,-35.162,-23.863,-32 -convnext_xlarge.fb_in22k_ft_in1k,288,52.210,47.790,73.916,26.084,350.20,1.000,bicubic,-35.164,-24.414,-26 -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,52.039,47.961,73.544,26.456,329.09,1.000,bicubic,-34.145,-24.130,+49 -vit_large_patch16_224.augreg_in21k_ft_in1k,224,51.831,48.169,73.706,26.294,304.33,0.900,bicubic,-34.019,-24.120,+78 -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,51.815,48.185,74.668,25.332,86.57,0.950,bicubic,-34.395,-23.088,+43 -convnextv2_large.fcmae_ft_in22k_in1k,224,51.644,48.356,73.684,26.316,197.96,0.875,bicubic,-35.620,-24.560,-26 -convnext_base.fb_in22k_ft_in1k_384,384,51.553,48.447,74.537,25.463,88.59,1.000,bicubic,-35.273,-23.707,-5 -tf_efficientnet_l2.ns_jft_in1k_475,475,51.410,48.590,73.817,26.183,480.31,0.936,bicubic,-36.840,-24.739,-64 -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,51.182,48.818,73.130,26.870,116.09,0.950,bicubic,-35.456,-24.884,+1 -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,51.149,48.851,74.344,25.656,86.86,0.950,bicubic,-35.879,-23.850,-22 -caformer_m36.sail_in22k_ft_in1k_384,384,51.041,48.959,73.415,26.585,56.20,1.000,bicubic,-36.431,-24.893,-41 -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,51.009,48.991,73.287,26.713,87.92,1.000,bicubic,-36.131,-24.941,-28 -vit_base_patch16_clip_224.openai_ft_in1k,224,50.993,49.007,74.824,25.176,86.57,0.900,bicubic,-34.293,-22.616,+123 -tf_efficientnetv2_xl.in21k_ft_in1k,384,50.789,49.211,72.790,27.210,208.12,1.000,bicubic,-34.773,-24.660,+97 -hgnetv2_b5.ssld_stage1_in22k_in1k,224,50.787,49.213,73.647,26.353,39.57,0.965,bicubic,-33.669,-23.181,+221 -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,50.771,49.229,73.645,26.355,149.39,1.000,bicubic,-36.537,-24.689,-38 -hgnetv2_b5.ssld_stage2_ft_in1k,224,50.663,49.337,73.641,26.359,39.57,0.965,bicubic,-34.147,-23.659,+181 -convnextv2_base.fcmae_ft_in22k_in1k,224,50.555,49.445,72.747,27.253,88.72,0.875,bicubic,-36.197,-25.273,-12 -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,50.492,49.508,73.303,26.697,25.03,0.875,bilinear,-31.670,-22.921,+581 -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,50.471,49.529,72.784,27.216,196.74,0.900,bicubic,-36.463,-25.320,-25 -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,50.343,49.657,72.532,27.468,196.74,1.000,bicubic,-36.795,-25.698,-36 -convnextv2_large.fcmae_ft_in22k_in1k,288,50.166,49.834,72.389,27.611,197.96,1.000,bicubic,-37.328,-25.971,-56 -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,50.095,49.905,72.603,27.397,64.27,1.000,bicubic,-37.341,-25.655,-50 -hiera_huge_224.mae_in1k_ft_in1k,224,50.078,49.922,71.234,28.767,672.78,0.900,bicubic,-36.756,-26.776,-23 -convnext_large.fb_in22k_ft_in1k,288,49.942,50.058,72.208,27.792,197.77,1.000,bicubic,-37.072,-26.004,-36 -convnext_large.fb_in22k_ft_in1k,224,49.922,50.078,72.204,27.796,197.77,0.875,bicubic,-36.690,-25.832,-13 -nextvit_large.bd_ssld_6m_in1k_384,384,49.793,50.207,72.837,27.163,57.87,1.000,bicubic,-36.749,-25.295,-8 -tf_efficientnetv2_xl.in21k_ft_in1k,512,49.749,50.251,72.116,27.884,208.12,1.000,bicubic,-36.999,-25.898,-21 -caformer_m36.sail_in22k_ft_in1k,224,49.708,50.292,72.133,27.866,56.20,1.000,bicubic,-36.900,-25.904,-15 -tf_efficientnetv2_l.in21k_ft_in1k,384,49.700,50.300,72.731,27.269,118.52,1.000,bicubic,-36.132,-25.039,+56 -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,49.693,50.307,72.872,27.128,86.57,0.950,bicubic,-36.270,-24.846,+44 -nextvit_base.bd_ssld_6m_in1k_384,384,49.645,50.355,72.611,27.389,44.82,1.000,bicubic,-36.719,-25.429,+5 -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,49.543,50.457,71.544,28.456,64.11,0.950,bicubic,-37.061,-26.392,-18 -resnet50.fb_swsl_ig1b_ft_in1k,224,49.516,50.484,72.340,27.660,25.56,0.875,bilinear,-31.630,-23.226,+705 -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,49.512,50.488,72.407,27.593,86.53,0.900,bicubic,-36.982,-25.649,-10 -hgnet_base.ssld_in1k,224,49.374,50.626,71.536,28.464,71.58,0.965,bicubic,-35.538,-25.804,+151 -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,49.349,50.651,70.835,29.165,73.88,0.950,bicubic,-37.191,-27.061,-17 -convnextv2_base.fcmae_ft_in22k_in1k,288,49.170,50.830,71.237,28.763,88.72,1.000,bicubic,-37.828,-26.927,-48 -convformer_m36.sail_in22k_ft_in1k_384,384,49.129,50.871,71.385,28.615,57.05,1.000,bicubic,-37.739,-26.741,-42 -vit_base_patch32_clip_224.laion2b_ft_in1k,224,49.079,50.921,72.605,27.395,88.22,0.900,bicubic,-33.551,-23.599,+478 -convformer_m36.sail_in22k_ft_in1k,224,49.062,50.938,71.475,28.525,57.05,1.000,bicubic,-37.090,-26.377,+15 -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,48.981,51.019,71.375,28.625,196.53,0.900,bicubic,-37.349,-26.507,-4 -convnext_base.fb_in22k_ft_in1k,288,48.954,51.046,71.705,28.295,88.59,1.000,bicubic,-37.344,-26.235,-4 -convnext_base.fb_in22k_ft_in1k,224,48.806,51.194,71.911,28.089,88.59,0.875,bicubic,-37.010,-25.943,+44 -hgnetv2_b5.ssld_stage1_in22k_in1k,288,48.796,51.204,71.532,28.468,39.57,1.000,bicubic,-36.128,-25.982,+140 -tf_efficientnetv2_l.in21k_ft_in1k,480,48.785,51.215,72.029,27.971,118.52,1.000,bicubic,-38.017,-26.107,-42 -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,48.783,51.217,71.379,28.621,87.92,0.900,bicubic,-37.493,-26.529,-5 -coatnet_2_rw_224.sw_in12k_ft_in1k,224,48.763,51.237,70.121,29.879,73.87,0.950,bicubic,-37.817,-27.775,-30 -beit_base_patch16_384.in22k_ft_in22k_in1k,384,48.690,51.310,72.088,27.912,86.74,1.000,bicubic,-38.126,-26.048,-46 -hgnetv2_b5.ssld_stage2_ft_in1k,288,48.655,51.345,71.381,28.619,39.57,1.000,bicubic,-36.495,-26.219,+105 -convnextv2_huge.fcmae_ft_in1k,224,48.578,51.422,69.540,30.460,660.29,0.875,bicubic,-37.682,-28.212,-8 -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,48.521,51.479,71.829,28.171,87.90,1.000,bicubic,-37.917,-26.239,-22 -caformer_s36.sail_in22k_ft_in1k_384,384,48.472,51.528,71.513,28.488,39.30,1.000,bicubic,-38.392,-26.709,-55 -tf_efficientnetv2_m.in21k_ft_in1k,384,48.425,51.575,71.892,28.108,54.14,1.000,bicubic,-36.343,-25.548,+149 -maxvit_base_tf_512.in1k,512,48.246,51.754,70.844,29.156,119.88,1.000,bicubic,-38.352,-27.082,-38 -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,48.211,51.789,70.876,29.124,328.99,0.900,bicubic,-36.221,-26.276,+190 -nextvit_large.bd_ssld_6m_in1k,224,48.077,51.923,71.147,28.853,57.87,0.950,bicubic,-37.447,-26.529,+58 -nextvit_base.bd_ssld_6m_in1k,224,48.046,51.954,70.721,29.279,44.82,0.950,bicubic,-37.136,-26.873,+92 -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,48.014,51.986,69.671,30.329,64.11,0.950,bicubic,-38.194,-28.211,-10 -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,47.950,52.050,70.899,29.101,88.30,1.000,bicubic,-37.460,-26.761,+69 -vit_base_patch8_224.augreg_in21k_ft_in1k,224,47.786,52.214,70.947,29.053,86.58,0.900,bicubic,-38.050,-26.827,+24 -tf_efficientnet_b7.ns_jft_in1k,600,47.725,52.275,69.603,30.398,66.35,0.949,bicubic,-39.127,-28.477,-62 -tf_efficientnet_b6.ns_jft_in1k,528,47.719,52.281,69.903,30.097,43.04,0.942,bicubic,-38.757,-27.965,-35 -deit3_base_patch16_384.fb_in22k_ft_in1k,384,47.676,52.324,69.736,30.264,86.88,1.000,bicubic,-39.068,-28.374,-56 -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,47.582,52.418,70.066,29.934,88.34,1.000,bicubic,-38.218,-27.566,+25 -hrnet_w48_ssld.paddle_in1k,224,47.535,52.465,69.398,30.602,77.47,0.950,bilinear,-36.143,-27.450,+299 -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,47.499,52.501,70.334,29.666,86.58,0.900,bicubic,-38.728,-27.507,-21 -tf_efficientnetv2_m.in21k_ft_in1k,480,47.468,52.532,70.923,29.077,54.14,1.000,bicubic,-38.546,-27.033,+2 -hgnet_base.ssld_in1k,288,47.419,52.581,69.322,30.678,71.58,1.000,bicubic,-38.053,-28.312,+51 -tf_efficientnet_l2.ns_jft_in1k,800,47.397,52.603,69.844,30.156,480.31,0.960,bicubic,-40.965,-28.812,-132 -deit3_base_patch16_224.fb_in22k_ft_in1k,224,47.370,52.630,69.817,30.183,86.59,1.000,bicubic,-38.358,-27.791,+27 -tiny_vit_21m_512.dist_in22k_ft_in1k,512,47.234,52.766,70.039,29.961,21.27,1.000,bicubic,-39.218,-27.845,-43 -convformer_s36.sail_in22k_ft_in1k_384,384,47.152,52.848,69.498,30.502,40.01,1.000,bicubic,-39.228,-28.478,-38 -maxvit_large_tf_512.in1k,512,47.057,52.943,69.575,30.425,212.33,1.000,bicubic,-39.477,-28.305,-52 -convnext_small.fb_in22k_ft_in1k_384,384,46.886,53.114,69.518,30.482,50.22,1.000,bicubic,-38.868,-28.364,+22 -convnextv2_huge.fcmae_ft_in1k,288,46.882,53.118,67.777,32.223,660.29,1.000,bicubic,-39.736,-30.191,-64 -convformer_s36.sail_in22k_ft_in1k,224,46.877,53.123,69.549,30.451,40.01,1.000,bicubic,-38.548,-27.925,+50 -caformer_s36.sail_in22k_ft_in1k,224,46.708,53.292,69.773,30.227,39.30,1.000,bicubic,-39.080,-28.055,+13 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,46.517,53.483,69.597,30.403,93.59,0.950,bicubic,-40.019,-28.497,-58 -nextvit_small.bd_ssld_6m_in1k_384,384,46.428,53.572,69.154,30.846,31.76,1.000,bicubic,-39.528,-28.746,-4 -tiny_vit_21m_384.dist_in22k_ft_in1k,384,46.281,53.719,69.217,30.783,21.23,1.000,bicubic,-39.813,-28.495,-20 -maxvit_base_tf_384.in1k,384,46.273,53.727,68.537,31.463,119.65,1.000,bicubic,-40.021,-29.267,-41 -beit_base_patch16_224.in22k_ft_in22k_in1k,224,46.258,53.742,69.905,30.095,86.53,0.900,bicubic,-38.986,-27.747,+59 -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,46.218,53.782,69.320,30.680,88.30,0.950,bicubic,-39.008,-28.078,+60 -hrnet_w48_ssld.paddle_in1k,288,46.210,53.790,68.141,31.860,77.47,1.000,bilinear,-38.274,-29.085,+146 -beitv2_base_patch16_224.in1k_ft_in1k,224,45.998,54.002,67.865,32.135,86.53,0.900,bicubic,-39.598,-29.649,+21 -convnextv2_large.fcmae_ft_in1k,224,45.922,54.078,67.026,32.974,197.96,0.875,bicubic,-39.840,-30.560,+7 -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,45.892,54.108,68.571,31.429,93.59,1.000,bicubic,-40.830,-29.611,-79 -vit_base_patch16_384.augreg_in21k_ft_in1k,384,45.882,54.118,68.522,31.478,86.86,1.000,bicubic,-40.124,-29.478,-17 -hiera_large_224.mae_in1k_ft_in1k,224,45.823,54.177,66.315,33.685,213.74,0.900,bicubic,-40.221,-31.333,-24 -maxvit_large_tf_384.in1k,384,45.796,54.204,68.121,31.879,212.03,1.000,bicubic,-40.440,-29.569,-47 -tf_efficientnet_b8.ap_in1k,672,45.764,54.236,67.911,32.089,87.41,0.954,bicubic,-39.602,-29.387,+41 -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,45.739,54.261,68.881,31.119,88.22,0.900,bicubic,-37.567,-27.649,+331 -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,45.725,54.275,67.685,32.315,60.60,1.000,bicubic,-40.877,-30.337,-78 -convnext_small.in12k_ft_in1k_384,384,45.709,54.291,67.828,32.172,50.22,1.000,bicubic,-40.477,-30.092,-44 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,45.646,54.354,68.856,31.144,93.59,0.875,bicubic,-40.310,-28.968,-19 -tf_efficientnet_b5.ns_jft_in1k,456,45.617,54.383,67.854,32.146,30.39,0.934,bicubic,-40.485,-29.896,-38 -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,45.562,54.438,68.510,31.490,87.77,0.900,bicubic,-39.708,-29.058,+41 -hgnet_small.ssld_in1k,224,45.354,54.646,67.802,32.197,24.36,0.965,bicubic,-38.456,-29.066,+237 -rdnet_large.nv_in1k_ft_in1k_384,384,45.342,54.658,66.655,33.345,186.27,1.000,bicubic,-40.506,-31.029,-17 -mvitv2_large.fb_in1k,224,45.322,54.678,65.211,34.789,217.99,0.900,bicubic,-39.942,-31.977,+40 -hgnetv2_b4.ssld_stage2_ft_in1k,224,45.259,54.741,67.592,32.408,19.80,0.965,bicubic,-38.435,-29.196,+258 -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,45.120,54.880,67.413,32.587,86.57,0.900,bicubic,-39.990,-30.125,+56 -vit_base_patch32_clip_224.openai_ft_in1k,224,45.031,54.969,68.461,31.539,88.22,0.900,bicubic,-36.915,-27.513,+528 -nextvit_small.bd_ssld_6m_in1k,224,45.018,54.982,67.712,32.288,31.76,0.950,bicubic,-39.838,-29.668,+89 -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,44.904,55.096,67.549,32.451,93.59,1.000,bicubic,-41.614,-30.487,-83 -tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.823,55.177,67.555,32.445,21.20,0.950,bicubic,-40.265,-29.801,+58 -convnextv2_large.fcmae_ft_in1k,288,44.805,55.195,65.861,34.139,197.96,1.000,bicubic,-41.321,-31.957,-51 -regnety_160.lion_in12k_ft_in1k,224,44.575,55.425,66.317,33.683,83.59,0.950,bicubic,-41.027,-31.351,-3 -volo_d5_512.sail_in1k,512,44.570,55.430,65.755,34.245,296.09,1.150,bicubic,-42.496,-32.219,-123 -regnety_160.sw_in12k_ft_in1k,224,44.530,55.470,66.515,33.485,83.59,0.950,bicubic,-41.064,-31.153,-3 -rdnet_large.nv_in1k,224,44.522,55.478,65.012,34.988,186.27,0.900,bicubic,-40.272,-32.142,+87 -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,44.462,55.538,65.505,34.495,60.40,0.950,bicubic,-41.266,-32.241,-14 -convnext_small.in12k_ft_in1k,224,44.326,55.674,66.309,33.691,50.22,0.950,bicubic,-40.838,-31.193,+39 -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,44.302,55.698,66.623,33.377,28.64,1.000,bicubic,-40.804,-31.009,+45 -cait_m48_448.fb_dist_in1k,448,44.247,55.753,64.706,35.294,356.46,1.000,bicubic,-42.235,-33.040,-89 -deit3_large_patch16_384.fb_in1k,384,44.178,55.822,64.833,35.167,304.76,1.000,bicubic,-41.639,-32.769,-30 -dm_nfnet_f6.dm_in1k,448,44.116,55.884,65.885,34.115,438.36,0.956,bicubic,-42.038,-31.883,-63 -volo_d5_448.sail_in1k,448,44.096,55.904,65.065,34.935,295.91,1.150,bicubic,-42.882,-32.863,-126 -eva02_small_patch14_336.mim_in22k_ft_in1k,336,44.013,55.987,65.932,34.068,22.13,1.000,bicubic,-41.747,-31.678,-25 -dm_nfnet_f5.dm_in1k,416,43.923,56.077,64.869,35.131,377.21,0.954,bicubic,-41.793,-32.683,-21 -deit3_huge_patch14_224.fb_in1k,224,43.819,56.181,64.311,35.689,632.13,0.900,bicubic,-41.403,-33.055,+23 -hgnetv2_b4.ssld_stage2_ft_in1k,288,43.797,56.203,66.397,33.602,19.80,1.000,bicubic,-40.137,-30.666,+186 -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,43.613,56.387,64.106,35.894,60.40,0.950,bicubic,-41.811,-33.606,+4 -convnext_small.fb_in22k_ft_in1k,224,43.611,56.389,66.564,33.435,50.22,0.875,bicubic,-40.971,-30.850,+94 -convnext_small.fb_in22k_ft_in1k,288,43.593,56.407,66.447,33.553,50.22,1.000,bicubic,-41.683,-31.231,+12 -deit3_large_patch16_224.fb_in1k,224,43.557,56.443,63.481,36.519,304.37,0.900,bicubic,-41.221,-33.565,+75 -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,43.532,56.468,66.800,33.200,98.95,1.000,bicubic,-41.462,-30.504,+47 -hgnet_small.ssld_in1k,288,43.512,56.488,65.722,34.279,24.36,1.000,bicubic,-40.866,-31.408,+127 -tf_efficientnet_b4.ns_jft_in1k,380,43.446,56.554,65.466,34.534,19.34,0.922,bicubic,-41.730,-31.862,+21 -regnety_120.sw_in12k_ft_in1k,224,43.398,56.602,65.592,34.408,51.82,0.950,bicubic,-41.588,-31.830,+46 -efficientvit_l3.r384_in1k,384,43.302,56.698,63.169,36.831,246.04,1.000,bicubic,-43.096,-34.465,-100 -dm_nfnet_f3.dm_in1k,320,43.298,56.702,64.228,35.772,254.92,0.940,bicubic,-41.798,-33.158,+31 -volo_d5_224.sail_in1k,224,43.284,56.716,64.102,35.898,295.46,0.960,bicubic,-42.794,-33.476,-72 -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,43.271,56.729,64.914,35.086,38.85,1.000,bicubic,-41.295,-32.264,+86 -vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.251,56.749,65.712,34.288,86.57,0.900,bicubic,-41.281,-31.586,+91 -volo_d4_448.sail_in1k,448,43.125,56.875,64.130,35.870,193.41,1.150,bicubic,-43.665,-33.750,-132 -hgnetv2_b4.ssld_stage1_in22k_in1k,224,43.074,56.926,65.110,34.890,19.80,0.965,bicubic,-39.812,-31.176,+343 -hgnetv2_b3.ssld_stage2_ft_in1k,224,42.968,57.032,65.091,34.909,16.29,0.965,bicubic,-39.942,-31.271,+338 -efficientvit_l3.r320_in1k,320,42.952,57.048,62.397,37.603,246.04,1.000,bicubic,-43.278,-35.059,-95 -efficientnet_b5.sw_in12k_ft_in1k,448,42.872,57.128,65.417,34.583,30.39,1.000,bicubic,-43.020,-32.325,-62 -dm_nfnet_f4.dm_in1k,384,42.868,57.132,63.466,36.534,316.07,0.951,bicubic,-42.628,-34.024,-25 -tf_efficientnetv2_l.in1k,384,42.866,57.134,64.069,35.931,118.52,1.000,bicubic,-42.330,-33.207,+6 -xcit_large_24_p8_384.fb_dist_in1k,384,42.864,57.136,63.371,36.629,188.93,1.000,bicubic,-43.162,-34.319,-76 -regnety_160.lion_in12k_ft_in1k,288,42.748,57.252,64.204,35.796,83.59,1.000,bicubic,-43.262,-33.642,-74 -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,42.728,57.272,64.012,35.988,38.88,0.950,bicubic,-42.216,-33.376,+33 -regnety_160.sw_in12k_ft_in1k,288,42.722,57.278,64.324,35.676,83.59,1.000,bicubic,-43.310,-33.506,-80 -convnext_small.in12k_ft_in1k,288,42.681,57.319,64.314,35.685,50.22,1.000,bicubic,-42.643,-33.240,-13 -maxvit_small_tf_512.in1k,512,42.665,57.335,64.562,35.438,69.13,1.000,bicubic,-43.439,-33.196,-91 -efficientvit_l3.r224_in1k,224,42.642,57.358,62.306,37.694,246.04,1.000,bicubic,-43.170,-34.904,-61 -xcit_large_24_p8_224.fb_dist_in1k,224,42.561,57.439,63.114,36.886,188.93,1.000,bicubic,-42.841,-34.304,-21 -caformer_b36.sail_in1k,224,42.469,57.531,62.866,37.134,98.75,1.000,bicubic,-43.033,-34.450,-36 -caformer_b36.sail_in1k_384,384,42.443,57.557,62.821,37.179,98.75,1.000,bicubic,-43.961,-35.003,-122 -maxvit_large_tf_224.in1k,224,42.432,57.568,63.391,36.609,211.79,0.950,bicubic,-42.502,-33.589,+29 -tf_efficientnet_b8.ra_in1k,672,42.424,57.576,64.831,35.169,87.41,0.954,bicubic,-42.932,-32.557,-21 -cait_m36_384.fb_dist_in1k,384,42.396,57.604,63.354,36.646,271.22,1.000,bicubic,-43.668,-34.378,-93 -volo_d4_224.sail_in1k,224,42.308,57.692,62.992,37.008,192.96,0.960,bicubic,-43.564,-34.464,-77 -hgnetv2_b3.ssld_stage1_in22k_in1k,224,42.099,57.901,64.059,35.941,16.29,0.965,bicubic,-40.511,-32.303,+364 -efficientvit_l2.r288_in1k,288,42.084,57.916,61.404,38.596,63.71,1.000,bicubic,-43.530,-35.956,-54 -efficientvit_l3.r256_in1k,256,42.066,57.934,61.554,38.446,246.04,1.000,bicubic,-43.888,-35.784,-82 -hiera_base_plus_224.mae_in1k_ft_in1k,224,42.064,57.936,61.738,38.262,69.90,0.900,bicubic,-43.070,-35.420,-4 -caformer_s18.sail_in22k_ft_in1k_384,384,42.019,57.981,64.770,35.230,26.34,1.000,bicubic,-43.405,-32.812,-36 -deit3_small_patch16_384.fb_in22k_ft_in1k,384,41.964,58.036,64.560,35.440,22.21,1.000,bicubic,-42.878,-32.922,+32 -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,41.907,58.093,63.721,36.279,39.03,0.950,bicubic,-43.647,-33.919,-52 -maxvit_tiny_tf_512.in1k,512,41.868,58.132,63.578,36.422,31.05,1.000,bicubic,-43.792,-34.014,-63 -efficientnetv2_rw_m.agc_in1k,320,41.854,58.146,62.632,37.368,53.24,1.000,bicubic,-42.440,-34.244,+99 -caformer_s36.sail_in1k_384,384,41.763,58.237,62.772,37.228,39.30,1.000,bicubic,-43.993,-34.896,-71 -hgnetv2_b4.ssld_stage1_in22k_in1k,288,41.705,58.295,63.731,36.269,19.80,1.000,bicubic,-41.743,-33.191,+230 -hgnet_tiny.ssld_in1k,224,41.697,58.303,63.581,36.419,14.74,0.965,bicubic,-40.243,-32.533,+467 -regnetz_e8.ra3_in1k,256,41.653,58.347,63.289,36.711,57.70,0.940,bicubic,-42.765,-33.697,+80 -convnextv2_tiny.fcmae_ft_in22k_in1k,224,41.640,58.360,63.841,36.159,28.64,0.875,bicubic,-42.264,-33.123,+143 -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,41.602,58.398,64.554,35.446,49.61,0.900,bicubic,-41.728,-32.442,+250 -regnety_2560.seer_ft_in1k,384,41.559,58.441,64.912,35.088,"1,282.60",1.000,bicubic,-43.587,-32.532,-17 -convformer_s18.sail_in22k_ft_in1k_384,384,41.559,58.441,63.354,36.646,26.77,1.000,bicubic,-43.467,-34.226,-1 -tf_efficientnetv2_s.in21k_ft_in1k,300,41.524,58.476,64.594,35.407,21.46,1.000,bicubic,-41.850,-32.116,+239 -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,41.500,58.500,61.477,38.523,41.72,0.950,bicubic,-43.440,-35.491,+4 -caformer_m36.sail_in1k_384,384,41.486,58.514,61.534,38.466,56.20,1.000,bicubic,-44.674,-36.282,-123 -tf_efficientnet_b7.ap_in1k,600,41.473,58.527,62.831,37.169,66.35,0.949,bicubic,-43.659,-34.425,-20 -tf_efficientnet_b7.ra_in1k,600,41.441,58.559,63.061,36.939,66.35,0.949,bicubic,-43.489,-34.139,+5 -hgnetv2_b3.ssld_stage2_ft_in1k,288,41.414,58.586,63.690,36.310,16.29,1.000,bicubic,-42.166,-33.124,+199 -tf_efficientnet_b5.ap_in1k,456,41.392,58.608,62.125,37.875,30.39,0.934,bicubic,-42.862,-34.853,+91 -dm_nfnet_f5.dm_in1k,544,41.335,58.665,62.027,37.973,377.21,0.954,bicubic,-44.765,-35.659,-122 -regnety_120.sw_in12k_ft_in1k,288,41.323,58.677,63.204,36.796,51.82,1.000,bicubic,-44.119,-34.368,-61 -dm_nfnet_f3.dm_in1k,416,41.308,58.692,62.131,37.869,254.92,0.940,bicubic,-44.364,-35.447,-83 -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,41.280,58.720,64.336,35.664,936.53,1.000,bilinear,-43.644,-33.122,+1 -convnextv2_base.fcmae_ft_in1k,224,41.272,58.728,61.430,38.570,88.72,0.875,bicubic,-43.616,-35.650,+4 -caformer_s18.sail_in22k_ft_in1k,224,41.205,58.795,63.900,36.100,26.34,1.000,bicubic,-42.881,-33.288,+105 -dm_nfnet_f6.dm_in1k,576,41.184,58.816,62.827,37.173,438.36,0.956,bicubic,-45.188,-35.065,-152 -tf_efficientnet_b6.ap_in1k,528,41.111,58.889,62.383,37.617,43.04,0.942,bicubic,-43.681,-34.751,+11 -convnext_tiny.in12k_ft_in1k_384,384,41.091,58.909,62.825,37.175,28.59,1.000,bicubic,-44.063,-34.809,-36 -efficientvit_l2.r224_in1k,224,41.074,58.926,60.726,39.274,63.71,1.000,bicubic,-43.970,-36.372,-22 -xcit_large_24_p16_384.fb_dist_in1k,384,41.042,58.958,61.267,38.733,189.10,1.000,bicubic,-44.734,-36.261,-99 -tf_efficientnetv2_s.in21k_ft_in1k,384,40.995,59.005,63.851,36.149,21.46,1.000,bicubic,-43.321,-33.417,+68 -tf_efficientnetv2_l.in1k,480,40.993,59.007,62.013,37.987,118.52,1.000,bicubic,-44.667,-35.459,-91 -xcit_large_24_p16_224.fb_dist_in1k,224,40.979,59.021,61.334,38.666,189.10,1.000,bicubic,-43.957,-35.794,-14 -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,40.905,59.095,62.566,37.434,34.36,0.950,bicubic,-43.995,-34.688,-8 -maxvit_base_tf_224.in1k,224,40.883,59.117,61.182,38.818,119.47,0.950,bicubic,-43.987,-35.822,-5 -maxvit_small_tf_384.in1k,384,40.858,59.142,62.080,37.920,69.02,1.000,bicubic,-44.676,-35.378,-85 -edgenext_base.in21k_ft_in1k,320,40.842,59.158,61.764,38.236,18.51,1.000,bicubic,-43.234,-35.444,+94 -resnetrs350.tf_in1k,288,40.734,59.266,61.587,38.413,163.96,1.000,bicubic,-43.574,-35.341,+63 -efficientvit_l2.r256_in1k,256,40.675,59.325,60.599,39.401,63.71,1.000,bicubic,-44.693,-36.657,-69 -hrnet_w18_ssld.paddle_in1k,224,40.651,59.349,62.312,37.688,21.30,0.950,bilinear,-40.481,-33.322,+541 -xcit_medium_24_p8_224.fb_dist_in1k,224,40.500,59.500,60.512,39.488,84.32,1.000,bicubic,-44.576,-36.762,-36 -rexnetr_300.sw_in12k_ft_in1k,224,40.482,59.518,63.153,36.847,34.81,0.950,bicubic,-43.554,-33.847,+97 -tf_efficientnet_b4.ap_in1k,380,40.476,59.524,61.740,38.260,19.34,0.922,bicubic,-42.774,-34.650,+224 -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,40.474,59.526,62.760,37.240,36.47,1.000,bicubic,-43.600,-34.554,+88 -tf_efficientnetv2_m.in1k,384,40.472,59.528,61.805,38.195,54.14,1.000,bicubic,-44.086,-35.251,+16 -hgnetv2_b3.ssld_stage1_in22k_in1k,288,40.392,59.608,62.481,37.519,16.29,1.000,bicubic,-42.722,-34.231,+243 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.386,59.614,61.960,38.040,32.59,0.950,bicubic,-43.928,-35.140,+53 -deit3_base_patch16_224.fb_in1k,224,40.382,59.618,60.166,39.834,86.59,0.900,bicubic,-43.412,-36.416,+131 -inception_next_base.sail_in1k_384,384,40.341,59.659,60.793,39.207,86.67,1.000,bicubic,-44.859,-36.631,-63 -convformer_s18.sail_in22k_ft_in1k,224,40.309,59.691,61.724,38.276,26.77,1.000,bicubic,-43.453,-35.324,+136 -ecaresnet269d.ra2_in1k,320,40.295,59.705,61.111,38.889,102.09,0.950,bicubic,-44.425,-36.071,-6 -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,40.290,59.710,61.662,38.338,38.86,0.950,bicubic,-44.160,-35.556,+25 -flexivit_large.600ep_in1k,240,40.268,59.732,60.351,39.649,304.36,0.950,bicubic,-45.262,-37.143,-101 -hgnet_tiny.ssld_in1k,288,40.240,59.760,61.831,38.169,14.74,1.000,bicubic,-42.284,-34.303,+322 -deit3_small_patch16_224.fb_in22k_ft_in1k,224,40.184,59.816,61.860,38.140,22.06,1.000,bicubic,-42.898,-34.920,+239 -vit_base_patch16_224_miil.in21k_ft_in1k,224,40.180,59.820,60.891,39.109,86.54,0.875,bilinear,-44.092,-35.907,+51 -convnext_tiny.in12k_ft_in1k,224,40.170,59.830,61.575,38.425,28.59,0.950,bicubic,-44.022,-35.557,+62 -regnetz_e8.ra3_in1k,320,40.132,59.868,61.312,38.688,57.70,1.000,bicubic,-44.908,-35.970,-49 -rdnet_base.nv_in1k,224,40.121,59.879,60.198,39.802,87.45,0.900,bicubic,-44.247,-36.674,+35 -maxvit_rmlp_small_rw_224.sw_in1k,224,40.121,59.879,59.480,40.520,64.90,0.900,bicubic,-44.363,-37.294,+11 -xcit_medium_24_p8_384.fb_dist_in1k,384,40.111,59.889,60.538,39.462,84.32,1.000,bicubic,-45.731,-37.064,-139 -convnext_large.fb_in1k,224,40.111,59.889,60.111,39.889,197.77,0.875,bicubic,-44.187,-36.781,+40 -efficientvit_l1.r224_in1k,224,40.103,59.897,59.510,40.490,52.65,1.000,bicubic,-44.345,-37.346,+16 -flexivit_large.1200ep_in1k,240,40.087,59.913,60.634,39.366,304.36,0.950,bicubic,-45.557,-36.912,-122 -hiera_base_224.mae_in1k_ft_in1k,224,40.058,59.942,60.777,39.223,51.52,0.900,bicubic,-44.468,-36.263,+1 -maxvit_tiny_tf_384.in1k,384,40.050,59.950,60.964,39.036,30.98,1.000,bicubic,-45.052,-36.354,-67 -flexivit_large.300ep_in1k,240,40.026,59.974,59.986,40.014,304.36,0.950,bicubic,-45.256,-37.418,-92 -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,39.999,60.001,61.723,38.277,32.59,1.000,bicubic,-44.781,-35.619,-29 -edgenext_base.in21k_ft_in1k,256,39.977,60.023,61.210,38.790,18.51,0.950,bicubic,-43.439,-35.586,+176 -convnextv2_tiny.fcmae_ft_in22k_in1k,288,39.958,60.042,61.819,38.181,28.64,1.000,bicubic,-44.464,-35.435,+17 -xcit_medium_24_p16_384.fb_dist_in1k,384,39.938,60.062,60.211,39.789,84.40,1.000,bicubic,-45.496,-37.197,-109 -dm_nfnet_f4.dm_in1k,512,39.924,60.076,60.422,39.578,316.07,0.951,bicubic,-45.936,-37.230,-153 -hgnetv2_b2.ssld_stage1_in22k_in1k,224,39.904,60.096,61.675,38.325,11.22,0.965,bicubic,-40.841,-33.823,+561 -rdnet_small.nv_in1k,224,39.830,60.170,60.306,39.694,50.44,0.900,bicubic,-43.838,-36.214,+130 -convnext_tiny.fb_in22k_ft_in1k_384,384,39.798,60.202,61.530,38.470,28.59,1.000,bicubic,-44.300,-35.252,+52 -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,39.796,60.204,59.803,40.197,63.95,0.950,bicubic,-44.526,-37.009,+22 -cait_s36_384.fb_dist_in1k,384,39.769,60.231,60.465,39.535,68.37,1.000,bicubic,-45.689,-37.015,-118 -convnextv2_base.fcmae_ft_in1k,288,39.761,60.239,59.846,40.154,88.72,1.000,bicubic,-45.729,-37.534,-121 -volo_d3_448.sail_in1k,448,39.704,60.296,59.769,40.231,86.63,1.000,bicubic,-46.808,-37.941,-217 -efficientnetv2_rw_m.agc_in1k,416,39.667,60.333,59.689,40.311,53.24,1.000,bicubic,-45.157,-37.461,-45 -efficientvit_l2.r384_in1k,384,39.655,60.345,59.467,40.533,63.71,1.000,bicubic,-46.327,-38.047,-170 -xception65.ra3_in1k,299,39.651,60.349,60.931,39.069,39.92,0.940,bicubic,-43.533,-35.667,+190 -caformer_m36.sail_in1k,224,39.618,60.382,58.698,41.302,56.20,1.000,bicubic,-45.622,-38.508,-102 -ecaresnet269d.ra2_in1k,352,39.598,60.402,60.355,39.645,102.09,1.000,bicubic,-45.374,-36.869,-68 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,39.590,60.410,60.750,39.250,32.59,0.950,bicubic,-45.078,-36.358,-36 -eca_nfnet_l2.ra3_in1k,320,39.588,60.412,60.538,39.462,56.72,0.900,bicubic,-44.568,-36.194,+35 -resnetrs420.tf_in1k,320,39.555,60.445,60.304,39.696,191.89,1.000,bicubic,-44.695,-36.562,+25 -convformer_b36.sail_in1k,224,39.547,60.453,58.085,41.915,99.88,1.000,bicubic,-45.283,-38.865,-54 -caformer_s36.sail_in1k,224,39.531,60.469,59.781,40.219,39.30,1.000,bicubic,-45.013,-37.229,-26 -tf_efficientnet_b3.ns_jft_in1k,300,39.500,60.500,61.432,38.568,12.23,0.904,bicubic,-44.564,-35.468,+44 -volo_d3_224.sail_in1k,224,39.484,60.516,59.875,40.125,86.33,0.960,bicubic,-45.958,-37.401,-130 -hgnetv2_b2.ssld_stage2_ft_in1k,224,39.470,60.530,61.239,38.761,11.22,0.965,bicubic,-42.096,-34.659,+419 -convnext_large.fb_in1k,288,39.466,60.534,59.235,40.765,197.77,1.000,bicubic,-45.396,-37.975,-62 -deit3_base_patch16_384.fb_in1k,384,39.421,60.579,58.948,41.052,86.88,1.000,bicubic,-45.665,-38.300,-90 -xcit_small_24_p8_224.fb_dist_in1k,224,39.323,60.677,59.418,40.582,47.63,1.000,bicubic,-45.553,-37.782,-66 -xcit_medium_24_p16_224.fb_dist_in1k,224,39.295,60.705,59.480,40.520,84.40,1.000,bicubic,-44.993,-37.456,+8 -inception_next_base.sail_in1k,224,39.272,60.728,59.264,40.736,86.67,0.950,bicubic,-44.826,-37.874,+31 -convformer_m36.sail_in1k,224,39.242,60.758,57.645,42.355,57.05,1.000,bicubic,-45.244,-39.221,-30 -efficientnet_b4.ra2_in1k,320,39.191,60.809,59.944,40.056,19.34,0.875,bicubic,-43.463,-36.192,+249 -coat_lite_medium_384.in1k,384,39.183,60.817,59.292,40.708,44.57,1.000,bicubic,-45.711,-38.084,-73 -efficientnetv2_rw_s.ra2_in1k,288,39.160,60.840,59.598,40.402,23.94,1.000,bicubic,-43.728,-37.030,+217 -efficientnet_b4.ra2_in1k,384,39.142,60.858,59.661,40.339,19.34,1.000,bicubic,-44.332,-36.923,+130 -tiny_vit_11m_224.dist_in22k_ft_in1k,224,39.120,60.880,61.033,38.967,11.00,0.950,bicubic,-44.112,-35.595,+166 -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,39.081,60.919,58.822,41.178,60.23,0.950,bicubic,-44.829,-37.864,+46 -hrnet_w18_ssld.paddle_in1k,288,39.069,60.931,60.640,39.360,21.30,1.000,bilinear,-42.979,-35.604,+347 -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,39.042,60.958,60.540,39.460,32.59,1.000,bicubic,-45.948,-36.744,-92 -xcit_small_24_p8_384.fb_dist_in1k,384,39.028,60.972,59.215,40.785,47.63,1.000,bicubic,-46.554,-38.357,-160 -maxvit_small_tf_224.in1k,224,39.024,60.976,59.306,40.694,68.93,0.950,bicubic,-45.432,-37.913,-33 -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.022,60.978,58.633,41.367,86.43,0.950,bicubic,-44.868,-38.041,+47 -tresnet_v2_l.miil_in21k_ft_in1k,224,39.018,60.982,59.482,40.518,46.17,0.875,bilinear,-44.884,-37.014,+43 -dm_nfnet_f2.dm_in1k,256,39.002,60.998,59.146,40.854,193.78,0.920,bicubic,-45.090,-37.760,+18 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,38.985,61.015,62.499,37.501,236.34,1.000,bicubic,-44.897,-34.617,+48 -seresnext101d_32x8d.ah_in1k,224,38.946,61.054,58.942,41.058,93.59,0.950,bicubic,-44.755,-37.844,+83 -convformer_b36.sail_in1k_384,384,38.944,61.056,58.402,41.598,99.88,1.000,bicubic,-46.834,-39.118,-184 -convnext_tiny.in12k_ft_in1k,288,38.883,61.117,59.875,40.125,28.59,1.000,bicubic,-45.565,-37.453,-37 -coatnet_rmlp_2_rw_224.sw_in1k,224,38.869,61.131,58.079,41.921,73.88,0.950,bicubic,-45.733,-38.667,-61 -vit_base_patch32_384.augreg_in21k_ft_in1k,384,38.828,61.172,60.337,39.663,88.30,1.000,bicubic,-44.524,-36.495,+140 -nextvit_large.bd_in1k_384,384,38.828,61.172,59.809,40.191,57.87,1.000,bicubic,-46.106,-37.489,-97 -regnetz_d32.ra3_in1k,256,38.765,61.235,60.033,39.967,27.58,0.950,bicubic,-44.663,-36.643,+122 -tf_efficientnetv2_m.in1k,480,38.757,61.243,59.854,40.146,54.14,1.000,bicubic,-46.453,-37.510,-136 -hgnetv2_b2.ssld_stage1_in22k_in1k,288,38.739,61.261,60.298,39.702,11.22,1.000,bicubic,-42.721,-35.710,+410 -eca_nfnet_l2.ra3_in1k,384,38.731,61.269,59.502,40.498,56.72,1.000,bicubic,-45.975,-37.754,-76 -efficientvit_b3.r288_in1k,288,38.696,61.304,58.402,41.598,48.65,1.000,bicubic,-45.460,-38.616,-1 -resnet200d.ra2_in1k,256,38.694,61.306,59.349,40.651,64.69,0.950,bicubic,-44.546,-37.197,+144 -efficientvit_b3.r256_in1k,256,38.682,61.318,58.651,41.349,48.65,1.000,bicubic,-45.132,-37.863,+47 -resnet152d.ra2_in1k,256,38.680,61.320,59.311,40.689,60.21,0.950,bicubic,-44.476,-37.071,+155 -xcit_small_12_p8_384.fb_dist_in1k,384,38.669,61.331,58.999,41.001,26.21,1.000,bicubic,-46.404,-38.263,-121 -davit_small.msft_in1k,224,38.651,61.349,58.205,41.795,49.75,0.950,bicubic,-45.615,-38.725,-20 -resnetrs270.tf_in1k,256,38.611,61.389,59.296,40.704,129.86,1.000,bicubic,-44.982,-37.320,+86 -regnetz_040_h.ra3_in1k,256,38.596,61.404,59.256,40.744,28.94,1.000,bicubic,-45.172,-37.436,+54 -convformer_m36.sail_in1k_384,384,38.553,61.447,57.728,42.272,57.05,1.000,bicubic,-47.027,-39.820,-183 -mvitv2_small.fb_in1k,224,38.545,61.455,58.119,41.881,34.87,0.900,bicubic,-45.227,-38.439,+51 -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,38.543,61.457,58.826,41.174,38.74,0.950,bicubic,-45.269,-37.996,+40 -xcit_small_24_p16_384.fb_dist_in1k,384,38.505,61.495,58.404,41.596,47.67,1.000,bicubic,-46.597,-38.978,-134 -davit_base.msft_in1k,224,38.503,61.497,57.515,42.485,87.95,0.950,bicubic,-46.147,-39.503,-85 -resnetaa101d.sw_in12k_ft_in1k,224,38.492,61.508,59.288,40.712,44.57,0.950,bicubic,-45.052,-37.540,+85 -mvitv2_base.fb_in1k,224,38.478,61.522,57.910,42.090,51.47,0.900,bicubic,-45.960,-38.952,-55 -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,38.470,61.530,59.388,40.612,22.52,0.950,bicubic,-45.332,-37.570,+40 -convnext_tiny.fb_in22k_ft_in1k,224,38.458,61.542,60.439,39.561,28.59,0.875,bicubic,-44.430,-35.889,+178 -xcit_small_12_p8_224.fb_dist_in1k,224,38.454,61.546,58.836,41.164,26.21,1.000,bicubic,-45.796,-38.038,-29 -rexnetr_300.sw_in12k_ft_in1k,288,38.419,61.581,60.575,39.425,34.81,1.000,bicubic,-46.167,-36.703,-85 -convformer_s36.sail_in1k,224,38.401,61.599,57.720,42.280,40.01,1.000,bicubic,-45.671,-39.036,-9 -fastvit_ma36.apple_dist_in1k,256,38.393,61.607,58.494,41.506,44.07,0.950,bicubic,-46.213,-38.512,-89 -hgnetv2_b2.ssld_stage2_ft_in1k,288,38.368,61.632,59.828,40.172,11.22,1.000,bicubic,-43.992,-36.576,+259 -seresnextaa101d_32x8d.ah_in1k,224,38.362,61.638,58.358,41.642,93.59,0.950,bicubic,-45.538,-38.290,+9 -tf_efficientnet_b5.ra_in1k,456,38.350,61.650,59.930,40.070,30.39,0.934,bicubic,-45.478,-36.684,+23 -dm_nfnet_f1.dm_in1k,224,38.283,61.717,58.132,41.868,132.63,0.910,bicubic,-45.161,-38.502,+90 -deit_base_distilled_patch16_384.fb_in1k,384,38.242,61.758,57.800,42.200,87.63,1.000,bicubic,-47.186,-39.528,-185 -convnext_base.fb_in1k,224,38.240,61.760,58.221,41.779,88.59,0.875,bicubic,-45.594,-38.525,+17 -seresnet152d.ra2_in1k,256,38.148,61.852,58.421,41.579,66.84,0.950,bicubic,-45.546,-38.363,+49 -xcit_large_24_p8_224.fb_in1k,224,38.130,61.870,57.877,42.123,188.93,1.000,bicubic,-46.256,-38.789,-58 -vit_base_patch16_384.orig_in21k_ft_in1k,384,38.128,61.872,60.435,39.565,86.86,1.000,bicubic,-46.080,-36.785,-36 -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,38.085,61.915,58.270,41.730,34.36,0.950,bicubic,-46.469,-38.836,-91 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,38.051,61.949,58.665,41.335,37.76,0.950,bicubic,-45.933,-38.043,-11 -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,38.014,61.986,61.186,38.814,236.34,1.000,bilinear,-46.466,-36.230,-84 -repvit_m2_3.dist_450e_in1k,224,37.995,62.005,58.174,41.826,23.69,0.950,bicubic,-45.748,-38.468,+32 -pvt_v2_b4.in1k,224,37.953,62.047,58.219,41.781,62.56,0.900,bicubic,-45.759,-38.451,+34 -cait_s24_384.fb_dist_in1k,384,37.916,62.084,58.069,41.931,47.06,1.000,bicubic,-47.126,-39.280,-150 -regnetz_040.ra3_in1k,256,37.902,62.098,57.934,42.066,27.12,1.000,bicubic,-45.758,-38.750,+47 -coat_lite_medium.in1k,224,37.896,62.104,57.824,42.176,44.57,0.900,bicubic,-45.706,-38.890,+53 -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,37.892,62.108,59.449,40.551,15.62,1.000,bicubic,-45.470,-37.291,+92 -resnet152d.ra2_in1k,320,37.873,62.127,58.382,41.618,60.21,1.000,bicubic,-45.811,-38.368,+39 -nextvit_large.bd_in1k,224,37.867,62.133,58.213,41.787,57.87,0.950,bicubic,-45.775,-38.471,+45 -convformer_s36.sail_in1k_384,384,37.814,62.186,57.478,42.522,40.01,1.000,bicubic,-47.566,-39.992,-195 -hiera_small_224.mae_in1k_ft_in1k,224,37.774,62.226,57.510,42.490,35.01,0.900,bicubic,-46.112,-39.252,-7 -resnetrs350.tf_in1k,384,37.751,62.249,58.144,41.856,163.96,1.000,bicubic,-46.971,-38.828,-122 -resnetrs420.tf_in1k,416,37.747,62.253,58.223,41.777,191.89,1.000,bicubic,-47.267,-38.893,-155 -deit3_medium_patch16_224.fb_in1k,224,37.745,62.255,57.087,42.913,38.85,0.900,bicubic,-45.341,-39.199,+124 -xcit_small_24_p16_224.fb_dist_in1k,224,37.721,62.279,57.356,42.644,47.67,1.000,bicubic,-46.157,-39.378,-8 -caformer_s18.sail_in1k_384,384,37.678,62.322,57.600,42.400,26.34,1.000,bicubic,-47.358,-39.760,-160 -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,37.657,62.343,56.779,43.221,60.40,0.950,bicubic,-45.988,-39.768,+36 -regnety_640.seer_ft_in1k,384,37.623,62.377,59.842,40.158,281.38,1.000,bicubic,-46.293,-37.078,-23 -xcit_small_12_p16_384.fb_dist_in1k,384,37.607,62.393,57.779,42.221,26.25,1.000,bicubic,-47.129,-39.357,-131 -pvt_v2_b5.in1k,224,37.544,62.456,57.250,42.750,81.96,0.900,bicubic,-46.224,-39.382,+11 -resnet200d.ra2_in1k,320,37.525,62.475,58.303,41.697,64.69,1.000,bicubic,-46.451,-38.517,-31 -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,37.470,62.530,57.067,42.933,60.40,0.950,bicubic,-46.238,-39.551,+17 -maxvit_rmlp_tiny_rw_256.sw_in1k,256,37.403,62.597,57.185,42.815,29.15,0.950,bicubic,-46.831,-39.599,-63 -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,37.356,62.644,59.465,40.535,236.34,0.875,bicubic,-45.560,-37.111,+135 -efficientvit_b3.r224_in1k,224,37.354,62.646,57.132,42.868,48.65,0.950,bicubic,-46.090,-39.206,+59 -regnety_1280.seer_ft_in1k,384,37.344,62.656,59.156,40.844,644.81,1.000,bicubic,-47.082,-37.928,-94 -regnetz_d8_evos.ch_in1k,256,37.344,62.656,58.003,41.997,23.46,0.950,bicubic,-46.050,-38.655,+68 -mobilenetv4_hybrid_large.e600_r384_in1k,384,37.322,62.678,57.625,42.375,37.76,0.950,bicubic,-46.500,-39.143,-11 -convnext_base.fb_in1k,288,37.315,62.685,57.323,42.677,88.59,1.000,bicubic,-47.151,-39.659,-110 -resnest269e.in1k,416,37.301,62.699,57.456,42.544,110.93,0.928,bicubic,-47.239,-39.534,-120 -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,37.250,62.750,59.064,40.936,36.43,0.900,bicubic,-44.594,-36.960,+299 -resmlp_big_24_224.fb_in22k_ft_in1k,224,37.240,62.760,58.172,41.828,129.14,0.875,bicubic,-47.148,-38.936,-94 -edgenext_base.usi_in1k,256,37.216,62.784,57.578,42.422,18.51,0.950,bicubic,-46.468,-39.122,+15 -pit_b_distilled_224.in1k,224,37.208,62.792,56.505,43.495,74.79,0.900,bicubic,-46.566,-39.963,-6 -repvit_m2_3.dist_300e_in1k,224,37.199,62.801,57.205,42.795,23.69,0.950,bicubic,-46.325,-39.327,+34 -rdnet_tiny.nv_in1k,224,37.193,62.807,57.313,42.687,23.86,0.900,bicubic,-45.627,-38.965,+139 -cait_s24_224.fb_dist_in1k,224,37.153,62.847,56.718,43.282,46.92,1.000,bicubic,-46.331,-39.868,+39 -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,37.146,62.854,57.313,42.687,38.88,0.950,bicubic,-46.322,-39.309,+42 -pvt_v2_b3.in1k,224,37.134,62.866,57.319,42.681,45.24,0.900,bicubic,-45.984,-39.135,+93 -dm_nfnet_f2.dm_in1k,352,37.130,62.870,56.973,43.027,193.78,0.920,bicubic,-48.046,-40.515,-204 -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,37.124,62.876,57.671,42.329,37.76,1.000,bicubic,-47.240,-39.237,-99 -tiny_vit_21m_224.in1k,224,37.120,62.880,57.435,42.565,21.20,0.950,bicubic,-46.150,-39.167,+67 -efficientformer_l7.snap_dist_in1k,224,37.120,62.880,56.914,43.086,82.23,0.950,bicubic,-46.266,-39.624,+54 -volo_d1_384.sail_in1k,384,37.110,62.890,57.132,42.868,26.78,1.000,bicubic,-48.156,-40.086,-220 -vit_base_patch32_224.augreg_in21k_ft_in1k,224,37.108,62.892,59.286,40.714,88.22,0.900,bicubic,-43.628,-36.284,+437 -fastvit_sa36.apple_dist_in1k,256,37.108,62.892,57.122,42.878,31.53,0.900,bicubic,-46.924,-39.728,-60 -resnetaa101d.sw_in12k_ft_in1k,288,37.104,62.896,57.901,42.099,44.57,1.000,bicubic,-46.998,-39.217,-75 -tf_efficientnet_b3.ap_in1k,300,37.093,62.907,57.264,42.736,12.23,0.904,bicubic,-44.761,-38.344,+281 -efficientnetv2_rw_s.ra2_in1k,384,37.073,62.927,56.822,43.178,23.94,1.000,bicubic,-46.757,-39.890,-35 -maxvit_tiny_tf_224.in1k,224,37.067,62.933,56.928,43.072,30.92,0.950,bicubic,-46.355,-39.662,+39 -convnext_small.fb_in1k,224,37.063,62.937,57.128,42.872,50.22,0.875,bicubic,-46.081,-39.304,+77 -regnetz_040_h.ra3_in1k,320,36.996,63.004,57.258,42.742,28.94,1.000,bicubic,-47.514,-39.758,-139 -swinv2_base_window16_256.ms_in1k,256,36.994,63.006,56.134,43.866,87.92,0.900,bicubic,-47.614,-40.930,-154 -xcit_small_12_p16_224.fb_dist_in1k,224,36.949,63.051,56.729,43.271,26.25,1.000,bicubic,-46.405,-39.723,+49 -rexnetr_200.sw_in12k_ft_in1k,224,36.923,63.077,58.800,41.200,16.52,0.950,bicubic,-45.685,-37.326,+152 -volo_d1_224.sail_in1k,224,36.902,63.098,56.663,43.337,26.63,0.960,bicubic,-47.250,-40.111,-86 -inception_next_small.sail_in1k,224,36.884,63.116,56.765,43.235,49.37,0.875,bicubic,-46.700,-39.833,+5 -seresnext101_32x8d.ah_in1k,224,36.798,63.202,55.708,44.292,93.57,0.950,bicubic,-46.820,-40.705,-2 -efficientformerv2_l.snap_dist_in1k,224,36.788,63.212,56.649,43.351,26.32,0.950,bicubic,-46.852,-39.891,-4 -seresnet152d.ra2_in1k,320,36.784,63.216,56.745,43.255,66.84,1.000,bicubic,-47.570,-40.297,-117 -eca_nfnet_l1.ra2_in1k,256,36.715,63.285,57.117,42.883,41.41,0.900,bicubic,-46.549,-39.558,+50 -regnetz_d8.ra3_in1k,256,36.700,63.300,58.044,41.956,23.37,0.940,bicubic,-46.849,-38.702,+3 -seresnext101d_32x8d.ah_in1k,288,36.697,63.303,56.423,43.577,93.59,1.000,bicubic,-47.705,-40.463,-128 -maxxvit_rmlp_small_rw_256.sw_in1k,256,36.692,63.308,56.010,43.990,66.01,0.950,bicubic,-47.948,-41.052,-167 -resnetrs200.tf_in1k,256,36.652,63.348,56.674,43.326,93.21,1.000,bicubic,-47.234,-40.006,-62 -volo_d2_224.sail_in1k,224,36.625,63.375,56.476,43.524,58.68,0.960,bicubic,-48.577,-40.710,-235 -caformer_s18.sail_in1k,224,36.619,63.381,55.845,44.155,26.34,1.000,bicubic,-47.049,-40.867,-16 -fastvit_ma36.apple_in1k,256,36.578,63.422,56.533,43.467,44.07,0.950,bicubic,-47.306,-40.229,-63 -xception65p.ra3_in1k,299,36.572,63.428,56.438,43.562,39.82,0.940,bicubic,-46.592,-40.062,+55 -mobilenetv4_hybrid_large.e600_r384_in1k,448,36.556,63.444,56.721,43.279,37.76,1.000,bicubic,-47.718,-40.229,-118 -seresnextaa101d_32x8d.ah_in1k,288,36.548,63.452,56.374,43.626,93.59,1.000,bicubic,-48.028,-40.700,-167 -fastvit_sa36.apple_in1k,256,36.536,63.464,55.994,44.006,31.53,0.900,bicubic,-46.968,-40.636,0 -nextvit_base.bd_in1k,224,36.534,63.466,56.490,43.510,44.82,0.950,bicubic,-46.962,-40.156,0 -focalnet_base_srf.ms_in1k,224,36.464,63.536,56.201,43.799,88.15,0.900,bicubic,-47.344,-41.083,-52 -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,36.426,63.574,59.062,40.938,387.93,1.000,bilinear,-48.004,-38.318,-144 -regnetz_d32.ra3_in1k,320,36.426,63.574,57.366,42.634,27.58,0.950,bicubic,-47.602,-39.504,-89 -volo_d2_384.sail_in1k,384,36.424,63.576,56.301,43.699,58.87,1.000,bicubic,-49.634,-41.283,-329 -deit_base_distilled_patch16_224.fb_in1k,224,36.416,63.584,56.670,43.330,87.34,0.900,bicubic,-46.972,-39.820,+18 -cait_xs24_384.fb_dist_in1k,384,36.413,63.587,56.918,43.082,26.67,1.000,bicubic,-47.651,-39.964,-98 -efficientnet_b3.ra2_in1k,320,36.407,63.593,56.839,43.161,12.23,1.000,bicubic,-45.891,-39.289,+182 -gcvit_base.in1k,224,36.383,63.617,55.908,44.092,90.32,0.875,bicubic,-48.071,-40.942,-159 -vit_little_patch16_reg4_gap_256.sbb_in1k,256,36.375,63.625,56.727,43.273,22.52,0.950,bicubic,-46.139,-39.533,+144 -resnetrs270.tf_in1k,352,36.369,63.631,56.566,43.434,129.86,1.000,bicubic,-48.071,-40.408,-156 -dm_nfnet_f1.dm_in1k,320,36.356,63.644,55.715,44.285,132.63,0.910,bicubic,-48.340,-41.465,-191 -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,36.318,63.682,56.283,43.717,38.88,0.950,bicubic,-47.140,-40.239,-4 -tresnet_m.miil_in21k_ft_in1k,224,36.275,63.725,55.806,44.194,31.39,0.875,bilinear,-46.815,-40.306,+51 -mixer_b16_224.miil_in21k_ft_in1k,224,36.253,63.747,55.961,44.039,59.88,0.875,bilinear,-46.057,-39.753,+170 -convnext_small.fb_in1k,288,36.251,63.749,55.934,44.066,50.22,1.000,bicubic,-47.453,-40.883,-48 -convformer_s18.sail_in1k_384,384,36.218,63.782,56.053,43.947,26.77,1.000,bicubic,-48.176,-41.059,-152 -regnety_160.deit_in1k,224,36.181,63.819,56.417,43.583,83.59,0.950,bicubic,-46.813,-40.083,+59 -deit3_small_patch16_384.fb_in1k,384,36.165,63.835,55.590,44.410,22.21,1.000,bicubic,-47.263,-41.046,-5 -mobilenetv4_conv_large.e600_r384_in1k,384,36.130,63.870,56.232,43.768,32.59,0.950,bicubic,-46.844,-40.012,+61 -mvitv2_tiny.fb_in1k,224,36.120,63.880,55.134,44.866,24.17,0.900,bicubic,-46.288,-41.016,+146 -focalnet_base_lrf.ms_in1k,224,36.114,63.886,55.597,44.403,88.75,0.900,bicubic,-47.714,-41.169,-78 -tf_efficientnet_b2.ns_jft_in1k,260,36.098,63.902,57.496,42.504,9.11,0.890,bicubic,-46.314,-38.738,+143 -convnextv2_tiny.fcmae_ft_in1k,224,36.077,63.923,55.564,44.436,28.64,0.875,bicubic,-46.871,-40.722,+60 -regnetz_040.ra3_in1k,320,36.069,63.931,55.755,44.245,27.12,1.000,bicubic,-48.187,-41.179,-142 -resnet152.a1h_in1k,224,36.067,63.933,55.554,44.446,60.19,0.950,bicubic,-46.751,-40.570,+78 -regnety_320.seer_ft_in1k,384,36.047,63.953,58.470,41.530,145.05,1.000,bicubic,-47.279,-38.242,+8 -ecaresnet101d.miil_in1k,224,36.027,63.973,56.195,43.805,44.57,0.875,bicubic,-46.159,-39.867,+181 -mobilenetv4_conv_large.e600_r384_in1k,448,35.955,64.045,56.014,43.986,32.59,1.000,bicubic,-47.463,-40.598,-11 -resnest200e.in1k,320,35.937,64.063,55.869,44.131,70.20,0.909,bicubic,-47.935,-41.007,-94 -mobilenetv4_conv_aa_large.e600_r384_in1k,384,35.935,64.065,55.428,44.572,32.59,0.950,bicubic,-47.329,-40.962,+9 -nextvit_base.bd_in1k_384,384,35.921,64.079,56.220,43.780,44.82,1.000,bicubic,-48.805,-41.004,-215 -resnetrs152.tf_in1k,256,35.876,64.124,55.434,44.566,86.62,1.000,bicubic,-47.010,-41.198,+61 -resnet18.fb_swsl_ig1b_ft_in1k,224,35.862,64.138,58.461,41.539,11.69,0.875,bilinear,-37.426,-33.293,+868 -dm_nfnet_f0.dm_in1k,192,35.858,64.142,56.523,43.477,71.49,0.900,bicubic,-45.580,-39.155,+274 -eca_nfnet_l1.ra2_in1k,320,35.849,64.151,55.931,44.069,41.41,1.000,bicubic,-48.201,-41.103,-126 -sequencer2d_l.in1k,224,35.823,64.177,55.747,44.253,54.30,0.875,bicubic,-47.587,-40.757,-16 -vit_base_patch16_224.orig_in21k_ft_in1k,224,35.784,64.216,57.395,42.605,86.57,0.900,bicubic,-46.002,-38.728,+227 -gcvit_small.in1k,224,35.778,64.222,54.898,45.102,51.09,0.875,bicubic,-48.130,-41.762,-114 -vit_relpos_medium_patch16_cls_224.sw_in1k,224,35.727,64.273,54.941,45.059,38.76,0.900,bicubic,-46.845,-41.135,+108 -resnet101d.ra2_in1k,256,35.723,64.277,55.401,44.599,44.57,0.950,bicubic,-46.529,-40.667,+155 -xcit_small_12_p8_224.fb_in1k,224,35.587,64.413,55.619,44.381,26.21,1.000,bicubic,-47.769,-40.855,-13 -efficientnet_b3.ra2_in1k,288,35.542,64.458,55.930,44.070,12.23,0.875,bicubic,-45.932,-39.740,+258 -flexivit_base.1200ep_in1k,240,35.519,64.481,53.833,46.167,86.59,0.950,bicubic,-49.169,-43.187,-222 -xcit_small_24_p8_224.fb_in1k,224,35.517,64.484,54.780,45.220,47.63,1.000,bicubic,-48.337,-41.856,-108 -coat_small.in1k,224,35.515,64.485,55.177,44.823,21.69,0.900,bicubic,-46.861,-41.037,+128 -vit_small_patch16_384.augreg_in21k_ft_in1k,384,35.511,64.489,57.557,42.443,22.20,1.000,bicubic,-48.293,-39.551,-96 -xcit_large_24_p16_224.fb_in1k,224,35.501,64.499,54.762,45.238,189.10,1.000,bicubic,-47.389,-41.120,+42 -convnextv2_nano.fcmae_ft_in22k_in1k,224,35.497,64.503,56.378,43.622,15.62,0.875,bicubic,-46.541,-39.796,+180 -tf_efficientnet_b5.aa_in1k,456,35.475,64.525,56.199,43.801,30.39,0.934,bicubic,-48.221,-40.515,-79 -regnetz_d8_evos.ch_in1k,320,35.464,64.537,55.770,44.230,23.46,1.000,bicubic,-48.688,-41.250,-155 -swinv2_base_window8_256.ms_in1k,256,35.464,64.537,54.635,45.365,87.92,0.900,bicubic,-48.782,-42.267,-164 -xcit_medium_24_p8_224.fb_in1k,224,35.442,64.558,54.837,45.163,84.32,1.000,bicubic,-48.300,-41.555,-90 -gc_efficientnetv2_rw_t.agc_in1k,224,35.436,64.564,55.212,44.788,13.68,1.000,bicubic,-45.832,-40.414,+281 -swinv2_small_window16_256.ms_in1k,256,35.422,64.578,54.642,45.358,49.73,0.900,bicubic,-48.794,-42.231,-166 -dm_nfnet_f0.dm_in1k,256,35.410,64.590,55.525,44.475,71.49,0.900,bicubic,-48.060,-41.043,-49 -efficientnetv2_rw_t.ra2_in1k,224,35.391,64.609,54.986,45.014,13.65,1.000,bicubic,-45.981,-40.566,+265 -resnest101e.in1k,256,35.383,64.617,55.786,44.214,48.28,0.875,bilinear,-47.533,-40.524,+30 -resnet152.a1h_in1k,288,35.353,64.647,54.656,45.344,60.19,1.000,bicubic,-48.141,-41.866,-57 -convit_base.fb_in1k,224,35.322,64.678,54.941,45.059,86.54,0.875,bicubic,-46.972,-41.059,+133 -convnext_tiny_hnf.a2h_in1k,224,35.302,64.698,53.860,46.140,28.59,0.950,bicubic,-46.928,-42.000,+138 -efficientformer_l3.snap_dist_in1k,224,35.292,64.707,54.497,45.503,31.41,0.950,bicubic,-47.271,-41.745,+87 -regnety_080.ra3_in1k,224,35.287,64.713,55.425,44.575,39.18,0.950,bicubic,-47.875,-41.053,-10 -focalnet_small_lrf.ms_in1k,224,35.279,64.721,54.922,45.078,50.34,0.900,bicubic,-48.229,-41.664,-65 -convformer_s18.sail_in1k,224,35.255,64.745,54.609,45.391,26.77,1.000,bicubic,-47.713,-41.635,+17 -xcit_tiny_24_p8_224.fb_dist_in1k,224,35.241,64.759,55.271,44.729,12.11,1.000,bicubic,-47.339,-40.913,+79 -edgenext_base.usi_in1k,320,35.241,64.759,55.140,44.860,18.51,1.000,bicubic,-48.729,-41.630,-148 -nfnet_l0.ra2_in1k,224,35.228,64.772,55.959,44.041,35.07,0.900,bicubic,-46.640,-40.077,+185 -fastvit_sa24.apple_dist_in1k,256,35.206,64.794,54.646,45.354,21.55,0.900,bicubic,-48.156,-41.930,-41 -flexivit_base.600ep_in1k,240,35.155,64.845,53.676,46.324,86.59,0.950,bicubic,-49.405,-43.234,-236 -regnetz_c16.ra3_in1k,256,35.114,64.886,56.303,43.697,13.46,0.940,bicubic,-47.046,-39.751,+143 -twins_svt_large.in1k,224,35.100,64.900,54.721,45.279,99.27,0.900,bicubic,-48.590,-41.887,-98 -repvgg_b3g4.rvgg_in1k,224,35.080,64.920,54.745,45.255,83.83,0.875,bilinear,-45.168,-40.357,+413 -convnextv2_tiny.fcmae_ft_in1k,288,35.057,64.943,54.204,45.796,28.64,1.000,bicubic,-48.419,-42.514,-69 -repvgg_b3.rvgg_in1k,224,35.029,64.971,54.515,45.485,123.09,0.875,bilinear,-45.489,-40.739,+364 -regnetz_d8.ra3_in1k,320,35.019,64.981,55.963,44.037,23.37,1.000,bicubic,-49.023,-41.039,-166 -regnety_032.ra_in1k,224,35.019,64.981,54.971,45.029,19.44,0.950,bicubic,-46.923,-41.179,+171 -repvit_m1_5.dist_450e_in1k,224,35.002,64.998,54.297,45.703,14.64,0.950,bicubic,-47.518,-41.813,+74 -rexnetr_200.sw_in12k_ft_in1k,288,34.955,65.046,55.918,44.082,16.52,1.000,bicubic,-48.215,-40.732,-30 -repvgg_d2se.rvgg_in1k,320,34.925,65.075,53.524,46.476,133.33,1.000,bilinear,-48.629,-43.140,-88 -xcit_tiny_24_p8_384.fb_dist_in1k,384,34.900,65.100,55.116,44.884,12.11,1.000,bicubic,-48.885,-41.600,-127 -flexivit_base.300ep_in1k,240,34.876,65.124,53.202,46.798,86.59,0.950,bicubic,-49.526,-43.720,-218 -resnet101d.ra2_in1k,320,34.874,65.126,54.181,45.819,44.57,1.000,bicubic,-48.144,-42.277,-10 -repvit_m1_5.dist_300e_in1k,224,34.872,65.128,54.385,45.615,14.64,0.950,bicubic,-47.510,-41.641,+89 -coatnet_1_rw_224.sw_in1k,224,34.864,65.136,53.426,46.574,41.72,0.950,bicubic,-48.748,-42.956,-100 -coatnet_rmlp_1_rw_224.sw_in1k,224,34.809,65.191,53.965,46.035,41.69,0.950,bicubic,-48.545,-42.460,-56 -swin_s3_base_224.ms_in1k,224,34.805,65.195,53.731,46.269,71.13,0.900,bicubic,-49.115,-42.919,-165 -regnetz_c16_evos.ch_in1k,256,34.803,65.197,56.000,44.000,13.49,0.950,bicubic,-47.139,-39.970,+158 -seresnext101_32x8d.ah_in1k,288,34.797,65.203,53.522,46.478,93.57,1.000,bicubic,-49.397,-43.340,-197 -maxvit_tiny_rw_224.sw_in1k,224,34.785,65.215,53.357,46.643,29.06,0.950,bicubic,-48.737,-43.131,-92 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,34.758,65.242,55.373,44.627,11.07,0.950,bicubic,-48.202,-41.101,-8 -vit_base_patch16_rpn_224.sw_in1k,224,34.727,65.273,54.650,45.350,86.54,0.900,bicubic,-47.489,-41.348,+110 -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,34.717,65.283,54.230,45.770,86.43,0.900,bicubic,-48.045,-41.948,+14 -resmlp_big_24_224.fb_distilled_in1k,224,34.715,65.285,54.534,45.466,129.14,0.875,bicubic,-48.879,-42.120,-106 -sequencer2d_m.in1k,224,34.711,65.289,54.010,45.990,38.31,0.875,bicubic,-48.127,-42.266,+1 -vit_large_patch32_384.orig_in21k_ft_in1k,384,34.709,65.291,55.719,44.281,306.63,1.000,bicubic,-46.797,-39.769,+196 -hgnetv2_b1.ssld_stage1_in22k_in1k,224,34.705,65.295,55.739,44.261,6.34,0.965,bicubic,-43.373,-38.447,+610 -deit3_small_patch16_224.fb_in1k,224,34.679,65.321,53.129,46.871,22.06,0.900,bicubic,-46.695,-42.423,+223 -resnet101.a1h_in1k,224,34.673,65.326,54.300,45.700,44.55,0.950,bicubic,-47.277,-41.460,+144 -focalnet_small_srf.ms_in1k,224,34.672,65.329,54.416,45.584,49.89,0.900,bicubic,-48.759,-42.017,-88 -davit_tiny.msft_in1k,224,34.672,65.329,54.330,45.670,28.36,0.950,bicubic,-48.026,-41.954,+17 -convnext_nano.in12k_ft_in1k,224,34.668,65.332,56.102,43.898,15.59,0.950,bicubic,-47.638,-40.235,+85 -ecaresnet101d.miil_in1k,288,34.660,65.340,54.505,45.495,44.57,0.950,bicubic,-48.338,-42.019,-27 -vit_relpos_base_patch16_224.sw_in1k,224,34.624,65.376,54.271,45.729,86.43,0.900,bicubic,-47.852,-41.873,+56 -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,34.620,65.380,55.951,44.049,194.03,0.875,bilinear,-47.260,-40.149,+147 -repvgg_b2g4.rvgg_in1k,224,34.609,65.391,54.798,45.202,61.76,0.875,bilinear,-44.787,-39.882,+471 -resnetv2_101.a1h_in1k,224,34.593,65.407,53.173,46.827,44.54,0.950,bicubic,-47.449,-42.693,+120 -mobilenetv4_conv_aa_large.e600_r384_in1k,480,34.589,65.411,54.033,45.967,32.59,1.000,bicubic,-49.243,-42.699,-167 -gcvit_tiny.in1k,224,34.542,65.458,53.220,46.780,28.22,0.875,bicubic,-48.858,-43.172,-87 -resnext101_64x4d.c1_in1k,224,34.538,65.462,53.338,46.662,83.46,0.950,bicubic,-47.908,-42.582,+55 -mobilenetv4_conv_large.e500_r256_in1k,256,34.530,65.470,54.334,45.666,32.59,0.950,bicubic,-47.334,-41.362,+142 -resnetrs200.tf_in1k,320,34.530,65.470,54.277,45.723,93.21,1.000,bicubic,-49.916,-42.795,-257 -regnetv_064.ra3_in1k,224,34.502,65.498,55.287,44.713,30.58,0.950,bicubic,-48.615,-41.275,-53 -poolformerv2_m48.sail_in1k,224,34.502,65.498,53.980,46.020,73.35,1.000,bicubic,-48.109,-42.088,+20 -hiera_tiny_224.mae_in1k_ft_in1k,224,34.473,65.527,53.255,46.745,27.91,0.900,bicubic,-48.351,-42.947,-14 -tf_efficientnetv2_s.in1k,300,34.461,65.539,54.257,45.743,21.46,1.000,bicubic,-48.711,-42.079,-68 -convnextv2_nano.fcmae_ft_in22k_in1k,288,34.424,65.576,55.020,44.980,15.62,1.000,bicubic,-48.242,-41.526,+3 -efficientvit_b2.r256_in1k,256,34.418,65.582,53.591,46.409,24.33,1.000,bicubic,-48.294,-42.501,-3 -resnetrs152.tf_in1k,320,34.406,65.594,53.522,46.478,86.62,1.000,bicubic,-49.304,-43.088,-153 -resnest50d_4s2x40d.in1k,224,34.357,65.643,54.723,45.277,30.42,0.875,bicubic,-46.789,-41.257,+232 -pvt_v2_b2_li.in1k,224,34.328,65.672,54.092,45.908,22.55,0.900,bicubic,-47.874,-42.018,+86 -tf_efficientnetv2_b3.in21k_ft_in1k,240,34.243,65.757,55.788,44.212,14.36,0.900,bicubic,-46.833,-40.132,+240 -efficientvit_b2.r288_in1k,288,34.239,65.761,53.534,46.466,24.33,1.000,bicubic,-48.845,-42.768,-56 -crossvit_18_dagger_408.in1k,408,34.237,65.763,53.092,46.908,44.61,1.000,bicubic,-49.965,-43.740,-233 -xcit_medium_24_p16_224.fb_in1k,224,34.235,65.765,53.155,46.845,84.40,1.000,bicubic,-48.397,-42.825,+4 -resnetrs101.tf_in1k,192,34.216,65.784,54.538,45.462,63.62,0.940,bicubic,-46.494,-40.700,+289 -tf_efficientnet_b1.ns_jft_in1k,240,34.184,65.816,55.513,44.487,7.79,0.882,bicubic,-47.204,-40.027,+191 -pit_s_distilled_224.in1k,224,34.174,65.826,53.369,46.631,24.04,0.900,bicubic,-47.668,-42.331,+131 -efficientnetv2_rw_t.ra2_in1k,288,34.157,65.843,53.161,46.839,13.65,1.000,bicubic,-48.197,-43.017,+50 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,34.139,65.861,54.560,45.440,11.07,0.950,bicubic,-48.223,-41.696,+46 -tf_efficientnet_b4.aa_in1k,380,34.104,65.896,54.224,45.776,19.34,0.922,bicubic,-48.936,-42.066,-60 -fastvit_sa24.apple_in1k,256,34.096,65.904,53.756,46.244,21.55,0.900,bicubic,-48.610,-42.522,-16 -twins_pcpvt_large.in1k,224,34.076,65.924,54.110,45.890,60.99,0.900,bicubic,-49.092,-42.500,-84 -resnetv2_101.a1h_in1k,288,34.076,65.924,52.316,47.684,44.54,1.000,bicubic,-48.926,-44.128,-58 -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.070,65.930,54.418,45.582,11.07,1.000,bicubic,-49.352,-42.314,-119 -tf_efficientnet_b6.aa_in1k,528,34.068,65.932,54.558,45.442,43.04,0.942,bicubic,-50.050,-42.328,-237 -efficientformerv2_s2.snap_dist_in1k,224,34.066,65.934,53.530,46.470,12.71,0.950,bicubic,-48.084,-42.382,+78 -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,34.054,65.945,55.596,44.404,88.79,0.875,bilinear,-47.566,-40.441,+140 -mobilenetv4_conv_large.e500_r256_in1k,320,34.054,65.945,53.721,46.279,32.59,1.000,bicubic,-48.620,-42.595,-19 -xcit_small_24_p16_224.fb_in1k,224,34.039,65.961,53.271,46.729,47.67,1.000,bicubic,-48.541,-42.983,+6 -hgnetv2_b1.ssld_stage2_ft_in1k,224,34.029,65.971,54.872,45.128,6.34,0.965,bicubic,-44.867,-39.612,+490 -nfnet_l0.ra2_in1k,288,34.002,65.999,54.356,45.644,35.07,1.000,bicubic,-48.755,-42.138,-34 -efficientnet_b3_pruned.in1k,300,34.002,65.999,54.114,45.886,9.86,0.904,bicubic,-46.870,-41.158,+249 -regnety_160.deit_in1k,288,33.996,66.004,53.558,46.442,83.59,1.000,bicubic,-49.704,-43.032,-175 -gc_efficientnetv2_rw_t.agc_in1k,288,33.994,66.006,53.281,46.719,13.68,1.000,bicubic,-48.486,-43.019,+14 -nextvit_small.bd_in1k_384,384,33.992,66.008,53.874,46.126,31.76,1.000,bicubic,-50.050,-43.116,-234 -resnext101_64x4d.tv_in1k,224,33.992,66.008,52.512,47.488,83.46,0.875,bilinear,-48.986,-43.740,-67 -resnext101_64x4d.c1_in1k,288,33.854,66.146,52.172,47.828,83.46,1.000,bicubic,-49.304,-44.198,-94 -swinv2_cr_small_ns_224.sw_in1k,224,33.842,66.158,52.634,47.366,49.70,0.900,bicubic,-49.648,-43.852,-146 -poolformerv2_s36.sail_in1k,224,33.836,66.164,53.672,46.328,30.79,1.000,bicubic,-47.740,-42.008,+133 -xcit_small_12_p16_224.fb_in1k,224,33.827,66.173,53.155,46.845,26.25,1.000,bicubic,-48.155,-42.659,+85 -convnext_tiny.fb_in1k,224,33.825,66.175,53.654,46.346,28.59,0.875,bicubic,-48.241,-42.200,+71 -nextvit_small.bd_in1k,224,33.811,66.189,53.181,46.819,31.76,0.950,bicubic,-48.809,-43.041,-22 -convnextv2_nano.fcmae_ft_in1k,224,33.805,66.195,53.967,46.033,15.62,0.875,bicubic,-48.051,-41.989,+102 -repvit_m3.dist_in1k,224,33.789,66.211,53.116,46.884,10.68,0.950,bicubic,-47.705,-42.446,+141 -resnet101.a1h_in1k,288,33.768,66.232,53.141,46.859,44.55,1.000,bicubic,-49.034,-43.179,-51 -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,33.740,66.260,55.935,44.065,217.32,1.000,bilinear,-50.252,-41.197,-241 -hgnetv2_b1.ssld_stage1_in22k_in1k,288,33.728,66.272,54.348,45.652,6.34,1.000,bicubic,-45.320,-40.534,+464 -swin_s3_small_224.ms_in1k,224,33.689,66.311,52.408,47.592,49.74,0.900,bicubic,-50.089,-44.052,-204 -swinv2_small_window8_256.ms_in1k,256,33.665,66.335,52.778,47.222,49.73,0.900,bicubic,-50.179,-43.872,-222 -cs3se_edgenet_x.c2ns_in1k,256,33.652,66.348,52.984,47.016,50.72,0.950,bicubic,-49.108,-43.322,-53 -resnet152.tv2_in1k,224,33.632,66.368,51.650,48.350,60.19,0.965,bilinear,-48.662,-44.350,+29 -resnet51q.ra2_in1k,288,33.595,66.405,53.027,46.973,35.70,1.000,bilinear,-48.761,-43.151,+15 -inception_next_tiny.sail_in1k,224,33.593,66.407,53.045,46.955,28.06,0.875,bicubic,-48.915,-42.955,-9 -xcit_tiny_24_p16_384.fb_dist_in1k,384,33.546,66.454,52.789,47.211,12.12,1.000,bicubic,-49.034,-43.211,-21 -mobilenetv4_hybrid_medium.e500_r224_in1k,224,33.504,66.496,53.125,46.875,11.07,0.950,bicubic,-46.934,-42.251,+289 -vit_relpos_medium_patch16_224.sw_in1k,224,33.504,66.496,52.589,47.411,38.75,0.900,bicubic,-48.962,-43.495,-6 -mobilenetv4_hybrid_medium.e500_r224_in1k,256,33.500,66.500,52.876,47.124,11.07,1.000,bicubic,-47.784,-42.864,+163 -regnety_080.ra3_in1k,288,33.475,66.525,52.901,47.099,39.18,1.000,bicubic,-50.465,-43.979,-249 -cs3edgenet_x.c2_in1k,288,33.455,66.545,52.931,47.069,47.82,1.000,bicubic,-49.291,-43.459,-60 -tf_efficientnetv2_b3.in21k_ft_in1k,300,33.449,66.551,54.986,45.014,14.36,0.900,bicubic,-49.185,-41.644,-43 -convmixer_1536_20.in1k,224,33.445,66.555,53.055,46.945,51.63,0.960,bicubic,-47.925,-42.575,+151 -regnety_064.ra3_in1k,224,33.438,66.562,52.927,47.073,30.58,0.950,bicubic,-49.569,-43.369,-99 -regnety_032.ra_in1k,288,33.434,66.566,52.770,47.230,19.44,1.000,bicubic,-49.290,-43.654,-63 -sequencer2d_s.in1k,224,33.434,66.566,52.392,47.608,27.65,0.875,bicubic,-48.902,-43.639,+6 -crossvit_18_240.in1k,240,33.396,66.604,52.259,47.741,43.27,0.875,bicubic,-48.990,-43.807,-4 -regnetz_c16.ra3_in1k,320,33.394,66.606,54.230,45.770,13.46,1.000,bicubic,-49.266,-42.102,-56 -gernet_l.idstcv_in1k,256,33.390,66.610,51.793,48.207,31.08,0.875,bilinear,-47.984,-43.661,+142 -vit_srelpos_medium_patch16_224.sw_in1k,224,33.380,66.620,52.493,47.507,38.74,0.900,bicubic,-48.870,-43.435,+18 -regnetv_040.ra3_in1k,224,33.369,66.631,52.947,47.053,20.64,0.950,bicubic,-49.079,-43.257,-16 -crossvit_15_dagger_408.in1k,408,33.351,66.649,52.164,47.836,28.50,1.000,bicubic,-50.489,-44.616,-242 -tiny_vit_5m_224.dist_in22k_ft_in1k,224,33.345,66.655,55.049,44.951,5.39,0.950,bicubic,-47.517,-40.623,+210 -crossvit_18_dagger_240.in1k,240,33.278,66.722,52.218,47.782,44.27,0.875,bicubic,-49.226,-43.850,-27 -wide_resnet101_2.tv2_in1k,224,33.278,66.722,51.443,48.557,126.89,0.965,bilinear,-49.238,-44.569,-31 -tresnet_xl.miil_in1k,224,33.276,66.724,52.310,47.690,78.44,0.875,bilinear,-48.788,-43.620,+39 -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,33.272,66.728,55.246,44.754,28.29,0.900,bicubic,-47.694,-40.774,+187 -resnext101_32x8d.tv2_in1k,176,33.249,66.751,51.318,48.682,88.79,0.875,bilinear,-48.741,-44.398,+48 -fbnetv3_g.ra2_in1k,240,33.245,66.755,53.727,46.273,16.62,0.950,bilinear,-48.007,-41.955,+150 -nest_base_jx.goog_in1k,224,33.223,66.777,51.827,48.173,67.72,0.875,bicubic,-50.323,-44.539,-195 -convnext_tiny.fb_in1k,288,33.180,66.820,52.668,47.332,28.59,1.000,bicubic,-49.514,-43.476,-72 -resnest50d_1s4x24d.in1k,224,33.172,66.828,52.854,47.146,25.68,0.875,bicubic,-47.846,-42.482,+179 -convnext_nano.in12k_ft_in1k,288,33.131,66.869,53.986,46.014,15.59,1.000,bicubic,-49.751,-42.576,-97 -resnet61q.ra2_in1k,288,33.121,66.879,51.718,48.282,36.85,1.000,bicubic,-49.403,-44.796,-42 -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,33.103,66.897,52.392,47.608,38.73,0.900,bicubic,-49.205,-43.590,-8 -maxxvit_rmlp_nano_rw_256.sw_in1k,256,33.080,66.920,51.895,48.105,16.78,0.950,bicubic,-49.946,-44.449,-123 -rexnet_300.nav_in1k,224,33.078,66.922,52.371,47.629,34.71,0.875,bicubic,-49.702,-43.863,-90 -twins_pcpvt_base.in1k,224,33.066,66.934,52.618,47.382,43.83,0.900,bicubic,-49.656,-43.730,-84 -tf_efficientnetv2_s.in1k,384,33.054,66.946,51.901,48.099,21.46,1.000,bicubic,-50.842,-44.797,-269 -pvt_v2_b2.in1k,224,33.046,66.954,52.015,47.985,25.36,0.900,bicubic,-49.048,-43.941,+22 -hgnetv2_b1.ssld_stage2_ft_in1k,288,33.035,66.965,53.530,46.470,6.34,1.000,bicubic,-46.869,-41.136,+320 -nest_small_jx.goog_in1k,224,33.029,66.971,51.052,48.948,38.35,0.875,bicubic,-50.093,-45.282,-142 -crossvit_base_240.in1k,240,33.023,66.977,51.371,48.629,105.03,0.875,bicubic,-49.205,-44.443,-2 -poolformerv2_m36.sail_in1k,224,33.019,66.981,51.854,48.146,56.08,1.000,bicubic,-49.195,-44.084,+2 -xcit_tiny_24_p16_224.fb_dist_in1k,224,33.011,66.989,52.084,47.916,12.12,1.000,bicubic,-47.455,-43.118,+243 -resnet51q.ra2_in1k,256,32.991,67.009,52.373,47.627,35.70,0.875,bilinear,-48.787,-43.577,+62 -rexnet_200.nav_in1k,224,32.978,67.022,52.943,47.057,16.37,0.875,bicubic,-48.662,-42.725,+72 -resnest50d.in1k,224,32.962,67.038,52.717,47.283,27.48,0.875,bilinear,-47.996,-42.655,+168 -convit_small.fb_in1k,224,32.956,67.044,52.153,47.847,27.78,0.875,bicubic,-48.458,-43.583,+108 -tf_efficientnet_b3.aa_in1k,300,32.934,67.066,52.935,47.065,12.23,0.904,bicubic,-48.714,-42.789,+67 -crossvit_15_dagger_240.in1k,240,32.917,67.083,51.793,48.207,28.21,0.875,bicubic,-49.389,-44.175,-22 -swin_base_patch4_window12_384.ms_in1k,384,32.911,67.089,51.770,48.230,87.90,1.000,bicubic,-51.565,-45.116,-365 -convnext_tiny_hnf.a2h_in1k,288,32.905,67.095,51.198,48.802,28.59,1.000,bicubic,-49.703,-45.194,-75 -pnasnet5large.tf_in1k,331,32.899,67.101,50.539,49.461,86.06,0.911,bicubic,-49.929,-45.499,-114 -vit_small_patch16_224.augreg_in21k_ft_in1k,224,32.895,67.105,53.949,46.051,22.05,0.900,bicubic,-48.519,-42.201,+101 -twins_svt_base.in1k,224,32.856,67.144,51.485,48.515,56.07,0.900,bicubic,-50.268,-44.943,-157 -regnetv_064.ra3_in1k,288,32.828,67.172,52.890,47.110,30.58,1.000,bicubic,-50.920,-43.856,-256 -cs3edgenet_x.c2_in1k,256,32.828,67.172,52.184,47.816,47.82,0.887,bicubic,-49.386,-43.712,-12 -convnextv2_nano.fcmae_ft_in1k,288,32.809,67.191,52.679,47.321,15.62,1.000,bicubic,-49.687,-43.549,-60 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,32.809,67.191,52.530,47.470,11.07,0.950,bicubic,-48.665,-43.162,+83 -nasnetalarge.tf_in1k,331,32.803,67.197,50.162,49.838,88.75,0.911,bicubic,-49.833,-45.898,-93 -hgnet_small.paddle_in1k,224,32.791,67.209,52.465,47.535,24.36,0.965,bicubic,-48.635,-43.381,+92 -resnet61q.ra2_in1k,256,32.785,67.215,51.154,48.846,36.85,0.900,bicubic,-49.181,-44.698,+18 -resnet152d.gluon_in1k,224,32.764,67.237,51.076,48.924,60.21,0.875,bicubic,-47.712,-44.120,+221 -inception_resnet_v2.tf_in1k,299,32.750,67.250,50.671,49.329,55.84,0.897,bicubic,-47.696,-44.249,+228 -gernet_m.idstcv_in1k,224,32.746,67.254,51.905,48.095,21.14,0.875,bilinear,-47.980,-43.279,+187 -repvit_m1_1.dist_450e_in1k,224,32.740,67.260,52.675,47.325,8.80,0.950,bicubic,-48.562,-42.897,+103 -eca_nfnet_l0.ra2_in1k,224,32.712,67.288,53.226,46.774,24.14,0.900,bicubic,-49.052,-42.044,+42 -pit_b_224.in1k,224,32.703,67.297,49.848,50.152,73.76,0.900,bicubic,-49.757,-45.860,-65 -tf_efficientnet_b2.ap_in1k,260,32.663,67.337,52.249,47.751,9.11,0.890,bicubic,-47.633,-42.783,+245 -swin_base_patch4_window7_224.ms_in1k,224,32.653,67.347,51.569,48.431,87.77,0.900,bicubic,-50.957,-44.881,-244 -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,32.630,67.370,52.410,47.590,9.72,0.950,bicubic,-46.816,-42.510,+344 -fbnetv3_g.ra2_in1k,288,32.618,67.382,52.892,47.108,16.62,0.950,bilinear,-49.422,-43.172,-4 -regnety_320.tv2_in1k,224,32.612,67.388,50.288,49.712,145.05,0.965,bicubic,-50.562,-46.128,-186 -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,32.604,67.396,52.363,47.637,9.72,1.000,bicubic,-47.548,-42.407,+261 -mobilenetv4_conv_medium.e500_r256_in1k,256,32.590,67.409,52.642,47.358,9.72,0.950,bicubic,-47.331,-42.544,+277 -resnext101_32x8d.tv2_in1k,224,32.571,67.429,50.154,49.846,88.79,0.965,bilinear,-50.261,-46.078,-139 -regnetz_c16_evos.ch_in1k,320,32.565,67.435,52.939,47.061,13.49,0.950,bicubic,-50.079,-43.541,-111 -cait_xxs36_384.fb_dist_in1k,384,32.549,67.451,52.253,47.747,17.37,1.000,bicubic,-49.659,-43.897,-32 -tresnet_l.miil_in1k,224,32.549,67.451,51.127,48.873,55.99,0.875,bilinear,-48.949,-44.525,+56 -wide_resnet50_2.racm_in1k,224,32.488,67.512,51.469,48.531,68.88,0.875,bicubic,-49.000,-44.075,+58 -resnet152.a1_in1k,224,32.478,67.522,49.828,50.172,60.19,0.950,bicubic,-49.520,-46.060,-7 -gmlp_s16_224.ra3_in1k,224,32.416,67.584,51.823,48.177,19.42,0.875,bicubic,-47.228,-42.805,+313 -resnetaa50d.sw_in12k_ft_in1k,224,32.404,67.596,52.516,47.484,25.58,0.950,bicubic,-49.378,-43.520,+23 -inception_resnet_v2.tf_ens_adv_in1k,299,32.396,67.604,50.439,49.561,55.84,0.897,bicubic,-47.596,-44.517,+266 -deit_base_patch16_224.fb_in1k,224,32.390,67.610,50.986,49.014,86.57,0.900,bicubic,-49.590,-44.802,-7 -maxvit_nano_rw_256.sw_in1k,256,32.384,67.616,50.608,49.392,15.45,0.950,bicubic,-50.558,-45.616,-161 -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,32.365,67.635,51.803,48.197,11.07,1.000,bicubic,-50.625,-44.867,-169 -swin_small_patch4_window7_224.ms_in1k,224,32.349,67.651,50.913,49.087,49.61,0.900,bicubic,-50.879,-45.413,-204 -resnet152s.gluon_in1k,224,32.347,67.653,50.532,49.468,60.32,0.875,bicubic,-48.701,-44.910,+118 -regnety_040.ra3_in1k,224,32.345,67.655,51.504,48.496,20.65,0.950,bicubic,-49.971,-44.572,-66 -repvit_m1_1.dist_300e_in1k,224,32.290,67.710,51.962,48.038,8.80,0.950,bicubic,-48.536,-43.212,+146 -deit_small_distilled_patch16_224.fb_in1k,224,32.284,67.716,52.111,47.889,22.44,0.900,bicubic,-48.932,-43.268,+90 -poolformerv2_s24.sail_in1k,224,32.276,67.724,51.490,48.510,21.34,1.000,bicubic,-48.476,-43.828,+154 -edgenext_small.usi_in1k,256,32.272,67.728,51.887,48.113,5.59,0.950,bicubic,-48.792,-43.443,+110 -xcit_tiny_24_p8_224.fb_in1k,224,32.239,67.761,51.878,48.122,12.11,1.000,bicubic,-49.651,-44.102,-4 -seresnext101_64x4d.gluon_in1k,224,32.203,67.797,50.325,49.675,88.23,0.875,bicubic,-48.683,-44.943,+129 -regnetx_320.tv2_in1k,224,32.196,67.804,49.364,50.636,107.81,0.965,bicubic,-50.628,-46.828,-157 -gcvit_xtiny.in1k,224,32.133,67.867,51.115,48.885,19.98,0.875,bicubic,-49.835,-44.851,-19 -coat_lite_small.in1k,224,32.127,67.873,49.983,50.017,19.84,0.900,bicubic,-50.175,-45.851,-70 -seresnext101_32x4d.gluon_in1k,224,32.123,67.877,51.221,48.779,48.96,0.875,bicubic,-48.763,-44.087,+126 -tiny_vit_11m_224.in1k,224,32.093,67.907,51.306,48.694,11.00,0.950,bicubic,-49.445,-44.564,+27 -coatnext_nano_rw_224.sw_in1k,224,32.093,67.907,51.033,48.967,14.70,0.900,bicubic,-49.905,-44.261,-28 -tf_efficientnet_b7.aa_in1k,600,32.086,67.915,52.155,47.845,66.35,0.949,bicubic,-52.351,-44.765,-406 -flexivit_small.1200ep_in1k,240,32.080,67.920,50.313,49.687,22.06,0.950,bicubic,-50.512,-45.837,-121 -efficientvit_b2.r224_in1k,224,32.074,67.926,50.936,49.064,24.33,0.950,bicubic,-50.088,-44.774,-52 -maxxvitv2_nano_rw_256.sw_in1k,256,32.066,67.934,50.329,49.671,23.70,0.950,bicubic,-51.038,-46.005,-202 -focalnet_tiny_lrf.ms_in1k,224,32.064,67.936,51.435,48.565,28.65,0.900,bicubic,-50.110,-44.512,-57 -seresnext50_32x4d.racm_in1k,224,32.017,67.983,51.257,48.743,27.56,0.875,bicubic,-49.251,-44.317,+66 -resnetv2_50d_gn.ah_in1k,224,32.009,67.991,51.235,48.765,25.57,0.950,bicubic,-48.785,-44.121,+134 -deit_base_patch16_384.fb_in1k,384,31.985,68.015,50.539,49.461,86.86,1.000,bicubic,-51.131,-45.827,-208 -maxvit_rmlp_nano_rw_256.sw_in1k,256,31.966,68.034,50.620,49.380,15.50,0.950,bicubic,-51.014,-45.652,-192 -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,31.954,68.046,51.463,48.537,11.07,1.000,bicubic,-50.542,-44.817,-115 -xcit_tiny_12_p8_224.fb_dist_in1k,224,31.946,68.054,51.386,48.614,6.71,1.000,bicubic,-49.266,-44.230,+70 -wide_resnet101_2.tv2_in1k,176,31.907,68.093,49.527,50.473,126.89,0.875,bilinear,-48.581,-45.453,+168 -hgnetv2_b0.ssld_stage1_in22k_in1k,224,31.899,68.101,52.318,47.682,6.00,0.965,bicubic,-44.945,-41.294,+523 -coatnet_bn_0_rw_224.sw_in1k,224,31.883,68.117,50.999,49.001,27.44,0.950,bicubic,-50.511,-45.195,-108 -levit_conv_384.fb_dist_in1k,224,31.873,68.127,50.624,49.376,39.13,0.900,bicubic,-50.727,-45.396,-138 -levit_384.fb_dist_in1k,224,31.869,68.131,50.626,49.374,39.13,0.900,bicubic,-50.729,-45.390,-138 -ecaresnet50t.ra2_in1k,256,31.867,68.133,51.777,48.223,25.57,0.875,bicubic,-49.579,-43.901,+28 -resnetrs101.tf_in1k,288,31.865,68.135,51.011,48.989,63.62,0.940,bicubic,-50.429,-44.927,-88 -mobilenetv4_conv_medium.e500_r256_in1k,320,31.863,68.136,51.819,48.181,9.72,1.000,bicubic,-49.016,-43.943,+107 -cs3se_edgenet_x.c2ns_in1k,320,31.861,68.138,50.822,49.178,50.72,1.000,bicubic,-51.682,-45.842,-286 -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,31.854,68.146,51.545,48.455,13.42,0.950,bicubic,-48.414,-43.815,+197 -mobilenetv4_conv_medium.e500_r224_in1k,224,31.838,68.162,51.540,48.460,9.72,0.950,bicubic,-47.254,-43.248,+331 -mobilenetv4_conv_medium.e500_r224_in1k,256,31.828,68.172,51.583,48.417,9.72,1.000,bicubic,-48.010,-43.611,+247 -vit_relpos_small_patch16_224.sw_in1k,224,31.775,68.225,50.608,49.392,21.98,0.900,bicubic,-49.701,-45.216,+14 -flexivit_small.600ep_in1k,240,31.755,68.245,49.614,50.386,22.06,0.950,bicubic,-50.637,-46.426,-116 -tf_efficientnetv2_b3.in1k,240,31.724,68.276,51.109,48.891,14.36,0.904,bicubic,-48.988,-44.067,+126 -convnextv2_pico.fcmae_ft_in1k,224,31.722,68.278,51.156,48.844,9.07,0.875,bicubic,-48.582,-43.926,+183 -poolformer_m48.sail_in1k,224,31.669,68.331,49.842,50.158,73.47,0.950,bicubic,-50.793,-46.126,-128 -tnt_s_patch16_224,224,31.663,68.337,51.170,48.830,23.76,0.900,bicubic,-49.865,-44.564,-1 -convnext_tiny.fb_in22k_ft_in1k,288,31.643,68.357,51.768,48.232,28.59,1.000,bicubic,-47.307,-42.940,+335 -resnetv2_50x1_bit.goog_distilled_in1k,224,31.640,68.361,51.312,48.688,25.55,0.875,bicubic,-51.180,-45.214,-191 -efficientnet_b1.ra4_e3600_r240_in1k,240,31.630,68.370,50.486,49.514,7.79,0.900,bicubic,-48.774,-44.662,+165 -eca_nfnet_l0.ra2_in1k,288,31.616,68.384,51.612,48.388,24.14,1.000,bicubic,-50.980,-44.878,-155 -focalnet_tiny_srf.ms_in1k,224,31.616,68.384,50.868,49.132,28.43,0.900,bicubic,-50.528,-45.102,-79 -efficientnet_b1.ra4_e3600_r240_in1k,288,31.614,68.386,50.622,49.378,7.79,1.000,bicubic,-49.820,-45.074,+13 -resnet50.ram_in1k,224,31.594,68.406,50.205,49.795,25.56,0.875,bicubic,-47.438,-44.181,+325 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,31.573,68.427,50.893,49.107,8.46,0.900,bicubic,-48.557,-44.105,+199 -xception41p.ra3_in1k,299,31.563,68.437,50.368,49.632,26.91,0.940,bicubic,-50.417,-45.374,-63 -mobilenet_edgetpu_v2_m,224,31.557,68.443,50.907,49.093,8.46,0.900,bicubic,-48.561,-44.087,+198 -coatnet_rmlp_nano_rw_224.sw_in1k,224,31.553,68.447,50.223,49.777,15.15,0.900,bicubic,-50.509,-45.647,-77 -mobilevitv2_200.cvnets_in22k_ft_in1k,256,31.539,68.461,51.834,48.166,18.45,0.888,bicubic,-50.783,-44.106,-121 -wide_resnet50_2.racm_in1k,288,31.521,68.478,50.378,49.622,68.88,0.950,bicubic,-50.745,-45.684,-109 -nf_resnet50.ra2_in1k,256,31.490,68.510,50.769,49.231,25.56,0.940,bicubic,-48.734,-44.335,+185 -hgnetv2_b0.ssld_stage2_ft_in1k,224,31.484,68.516,51.717,48.283,6.00,0.965,bicubic,-45.858,-42.069,+458 -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,31.466,68.534,52.151,47.849,44.18,0.875,bilinear,-49.470,-43.581,+71 -regnety_064.ra3_in1k,288,31.466,68.534,50.488,49.512,30.58,1.000,bicubic,-52.246,-46.240,-343 -poolformer_m36.sail_in1k,224,31.463,68.537,50.025,49.975,56.17,0.950,bicubic,-50.641,-45.673,-90 -flexivit_small.300ep_in1k,240,31.453,68.547,49.221,50.779,22.06,0.950,bicubic,-50.717,-46.805,-99 -repvit_m1_0.dist_450e_in1k,224,31.443,68.557,50.677,49.323,7.30,0.950,bicubic,-49.003,-44.629,+142 -resnet152.a1_in1k,288,31.433,68.567,48.663,51.337,60.19,1.000,bicubic,-51.311,-47.057,-201 -rexnet_150.nav_in1k,224,31.423,68.577,51.276,48.724,9.73,0.875,bicubic,-48.887,-43.892,+157 -resnet50.b1k_in1k,224,31.410,68.591,50.648,49.352,25.56,0.950,bicubic,-48.154,-43.974,+246 -inception_v4.tf_in1k,299,31.388,68.612,49.248,50.752,42.68,0.875,bicubic,-48.756,-45.734,+182 -resnet101.tv2_in1k,224,31.366,68.634,49.578,50.422,44.55,0.965,bilinear,-50.540,-46.190,-66 -efficientformer_l1.snap_dist_in1k,224,31.358,68.642,50.514,49.486,12.29,0.950,bicubic,-49.144,-44.478,+123 -repvit_m2.dist_in1k,224,31.335,68.665,50.675,49.325,8.80,0.950,bicubic,-49.133,-44.497,+128 -pit_s_224.in1k,224,31.325,68.675,49.677,50.323,23.46,0.900,bicubic,-49.801,-45.651,+37 -regnety_032.tv2_in1k,224,31.313,68.687,50.133,49.867,19.44,0.965,bicubic,-50.485,-45.713,-57 -swinv2_tiny_window16_256.ms_in1k,256,31.299,68.701,49.683,50.317,28.35,0.900,bicubic,-51.529,-46.539,-223 -crossvit_15_240.in1k,240,31.297,68.703,50.200,49.800,27.53,0.875,bicubic,-50.221,-45.496,-31 -coatnet_0_rw_224.sw_in1k,224,31.284,68.716,48.651,51.349,27.44,0.950,bicubic,-51.110,-47.193,-154 -vit_srelpos_small_patch16_224.sw_in1k,224,31.282,68.718,50.264,49.736,21.97,0.900,bicubic,-49.826,-45.316,+33 -crossvit_small_240.in1k,240,31.282,68.718,50.197,49.803,26.86,0.875,bicubic,-49.758,-45.271,+44 -cait_xxs36_224.fb_dist_in1k,224,31.280,68.720,50.636,49.364,17.30,1.000,bicubic,-48.458,-44.226,+217 -repvit_m1_0.dist_300e_in1k,224,31.270,68.730,50.820,49.180,7.30,0.950,bicubic,-48.882,-44.478,+169 -swinv2_cr_small_224.sw_in1k,224,31.254,68.746,48.761,51.239,49.70,0.900,bicubic,-51.872,-47.349,-271 -cspresnet50.ra_in1k,256,31.248,68.752,51.243,48.757,21.62,0.887,bilinear,-48.340,-43.447,+230 -convmixer_768_32.in1k,224,31.235,68.765,50.936,49.064,21.11,0.960,bicubic,-48.923,-44.134,+164 -regnetv_040.ra3_in1k,288,31.227,68.773,50.105,49.895,20.64,1.000,bicubic,-51.973,-46.553,-286 -cspresnext50.ra_in1k,256,31.225,68.775,50.911,49.089,20.57,0.887,bilinear,-49.327,-44.419,+100 -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,31.221,68.779,50.345,49.655,8.46,0.950,bicubic,-49.463,-45.097,+86 -hgnetv2_b0.ssld_stage1_in22k_in1k,288,31.219,68.781,51.490,48.510,6.00,1.000,bicubic,-46.815,-42.758,+376 -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,31.219,68.781,51.099,48.901,15.25,0.950,bicubic,-48.859,-43.887,+169 -mobilenet_edgetpu_v2_m,256,31.219,68.781,50.364,49.636,8.46,0.950,bicubic,-49.463,-45.080,+83 -swin_s3_tiny_224.ms_in1k,224,31.219,68.781,49.714,50.286,28.33,0.900,bicubic,-50.909,-46.244,-119 -coat_mini.in1k,224,31.209,68.791,49.777,50.223,10.34,0.900,bicubic,-50.095,-45.611,-10 -resnet50d.ra4_e3600_r224_in1k,224,31.205,68.795,49.887,50.113,25.58,0.950,bicubic,-49.751,-45.493,+37 -xcit_tiny_12_p8_384.fb_dist_in1k,384,31.201,68.799,50.508,49.492,6.71,1.000,bicubic,-51.191,-45.706,-170 -resnet152.tv2_in1k,176,31.172,68.828,48.737,51.263,60.19,0.875,bilinear,-49.040,-45.917,+150 -fastvit_sa12.apple_dist_in1k,256,31.168,68.832,49.991,50.009,11.58,0.900,bicubic,-50.674,-45.733,-82 -resnet101.a1_in1k,224,31.162,68.838,48.026,51.974,44.55,0.950,bicubic,-50.332,-47.138,-46 -ecaresnetlight.miil_in1k,224,31.152,68.848,50.262,49.738,30.16,0.875,bicubic,-49.304,-44.986,+106 -resnet101s.gluon_in1k,224,31.150,68.850,49.826,50.174,44.67,0.875,bicubic,-49.136,-45.324,+131 -convnext_nano.d1h_in1k,224,31.140,68.860,50.072,49.928,15.59,0.950,bicubic,-49.622,-45.260,+60 -repvit_m0_9.dist_300e_in1k,224,31.131,68.870,50.769,49.231,5.49,0.950,bicubic,-47.523,-43.345,+311 -edgenext_small.usi_in1k,320,31.125,68.875,50.146,49.854,5.59,1.000,bicubic,-50.447,-45.566,-64 -resnet152.a3_in1k,160,31.109,68.891,49.258,50.742,60.19,0.950,bicubic,-47.787,-44.866,+284 -coatnet_nano_rw_224.sw_in1k,224,31.103,68.897,49.575,50.425,15.14,0.900,bicubic,-50.601,-46.075,-78 -resmlp_36_224.fb_distilled_in1k,224,31.099,68.901,49.693,50.307,44.69,0.875,bicubic,-50.051,-45.815,-2 -tf_efficientnet_cc_b0_8e.in1k,224,31.091,68.909,50.795,49.205,24.01,0.875,bicubic,-46.833,-42.855,+371 -ecaresnet50d.miil_in1k,224,31.083,68.917,50.860,49.140,25.58,0.875,bicubic,-49.535,-44.452,+74 -convnext_nano_ols.d1h_in1k,224,31.068,68.932,49.828,50.172,15.65,0.950,bicubic,-49.838,-45.426,+29 -ecaresnet50t.ra2_in1k,320,31.048,68.952,50.590,49.410,25.57,0.950,bicubic,-51.322,-45.530,-180 -resnet50d.ra2_in1k,224,31.038,68.962,49.844,50.156,25.58,0.875,bicubic,-49.510,-45.314,+78 -cs3sedarknet_x.c2ns_in1k,288,31.030,68.970,50.154,49.846,35.40,1.000,bicubic,-51.620,-46.194,-234 -gcresnet50t.ra2_in1k,256,31.020,68.980,50.129,49.871,25.90,0.900,bicubic,-49.930,-45.335,+20 -resnet152.a2_in1k,224,31.013,68.987,47.798,52.202,60.19,0.950,bicubic,-50.751,-48.200,-89 -cspdarknet53.ra_in1k,256,31.011,68.989,50.392,49.608,27.64,0.887,bilinear,-49.095,-44.676,+139 -resnext101_64x4d.gluon_in1k,224,31.011,68.989,48.533,51.467,83.46,0.875,bicubic,-49.629,-46.467,+66 -regnety_160.tv2_in1k,224,31.003,68.997,49.091,50.909,83.59,0.965,bicubic,-51.643,-47.139,-238 -resnet152c.gluon_in1k,224,30.995,69.005,48.950,51.050,60.21,0.875,bicubic,-48.911,-45.654,+154 -tresnet_m.miil_in1k,224,30.995,69.005,48.684,51.316,31.39,0.875,bilinear,-49.821,-46.178,+35 -twins_svt_small.in1k,224,30.959,69.040,49.201,50.799,24.06,0.900,bicubic,-50.732,-46.467,-92 -gcresnet50t.ra2_in1k,288,30.958,69.042,50.076,49.924,25.90,1.000,bicubic,-50.500,-45.646,-60 -cs3sedarknet_x.c2ns_in1k,256,30.924,69.076,50.017,49.983,35.40,0.887,bicubic,-51.002,-46.005,-118 -resnext50_32x4d.a1h_in1k,224,30.916,69.084,49.242,50.758,25.03,0.950,bicubic,-50.224,-46.077,-15 -ecaresnet101d_pruned.miil_in1k,224,30.912,69.088,50.009,49.991,24.88,0.875,bicubic,-49.902,-45.611,+30 -regnety_080_tv.tv2_in1k,224,30.907,69.094,48.700,51.300,39.38,0.965,bicubic,-51.685,-47.544,-228 -hgnetv2_b0.ssld_stage2_ft_in1k,288,30.899,69.101,51.056,48.944,6.00,1.000,bicubic,-47.699,-43.324,+288 -tf_efficientnet_cc_b1_8e.in1k,240,30.897,69.103,50.080,49.920,39.72,0.882,bicubic,-48.425,-44.300,+217 -tf_efficientnetv2_b3.in1k,300,30.895,69.105,49.803,50.197,14.36,0.904,bicubic,-51.065,-45.971,-131 -resmlp_24_224.fb_distilled_in1k,224,30.891,69.109,50.144,49.856,30.02,0.875,bicubic,-49.875,-45.076,+31 -resnetaa50.a1h_in1k,224,30.885,69.115,49.514,50.486,25.56,0.950,bicubic,-49.729,-45.698,+53 -resnet50.b2k_in1k,224,30.883,69.117,49.402,50.598,25.56,0.950,bicubic,-48.497,-45.174,+203 -repvit_m0_9.dist_450e_in1k,224,30.879,69.121,50.144,49.856,5.49,0.950,bicubic,-48.179,-44.244,+242 -resnext101_32x4d.gluon_in1k,224,30.869,69.131,48.553,51.447,44.18,0.875,bicubic,-49.467,-46.355,+90 -tf_efficientnet_lite4.in1k,380,30.838,69.162,50.398,49.602,13.01,0.920,bilinear,-50.708,-45.268,-91 -resnet50.c1_in1k,224,30.832,69.168,49.465,50.535,25.56,0.950,bicubic,-48.934,-45.493,+159 -cs3darknet_x.c2ns_in1k,256,30.816,69.184,49.700,50.300,35.05,0.950,bicubic,-51.040,-46.040,-126 -resnetaa50d.sw_in12k_ft_in1k,288,30.812,69.188,50.581,49.419,25.58,1.000,bicubic,-51.832,-45.909,-257 -efficientvit_b1.r288_in1k,288,30.785,69.215,49.969,50.031,9.10,1.000,bicubic,-49.525,-45.007,+88 -dpn68b.ra_in1k,224,30.759,69.241,49.498,50.502,12.61,0.950,bicubic,-47.785,-44.480,+280 -resnetv2_50d_evos.ah_in1k,224,30.757,69.243,48.812,51.188,25.59,0.950,bicubic,-50.071,-46.458,+11 -wide_resnet50_2.tv2_in1k,176,30.726,69.274,48.889,51.111,68.88,0.875,bilinear,-49.710,-46.193,+70 -nf_resnet50.ra2_in1k,288,30.718,69.282,49.954,50.046,25.56,0.940,bicubic,-49.938,-45.386,+36 -xcit_tiny_24_p16_224.fb_in1k,224,30.716,69.284,50.390,49.610,12.12,1.000,bicubic,-48.742,-44.492,+182 -poolformer_s36.sail_in1k,224,30.706,69.294,49.453,50.547,30.86,0.900,bicubic,-50.726,-45.991,-78 -ese_vovnet39b.ra_in1k,224,30.690,69.310,49.883,50.117,24.57,0.875,bicubic,-48.626,-44.831,+200 -hgnet_small.paddle_in1k,288,30.667,69.333,49.966,50.034,24.36,1.000,bicubic,-51.547,-46.258,-188 -dpn107.mx_in1k,224,30.645,69.355,48.745,51.255,86.92,0.875,bicubic,-49.523,-46.191,+100 -resnet152.gluon_in1k,224,30.639,69.361,48.525,51.475,60.19,0.875,bicubic,-49.073,-46.195,+154 -tresnet_xl.miil_in1k_448,448,30.633,69.367,49.117,50.883,78.44,0.875,bilinear,-52.433,-47.063,-325 -resnet50.a1h_in1k,224,30.623,69.376,49.425,50.575,25.56,1.000,bicubic,-50.029,-45.887,+29 -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,30.616,69.384,50.691,49.309,25.03,0.875,bilinear,-49.700,-44.695,+73 -haloregnetz_b.ra3_in1k,224,30.596,69.404,48.981,51.019,11.68,0.940,bicubic,-50.456,-46.219,-31 -pit_xs_distilled_224.in1k,224,30.559,69.441,50.176,49.824,11.00,0.900,bicubic,-48.609,-44.192,+211 -regnetx_080.tv2_in1k,224,30.557,69.443,48.093,51.907,39.57,0.965,bicubic,-51.003,-47.449,-113 -hgnet_tiny.paddle_in1k,224,30.553,69.447,50.109,49.891,14.74,0.965,bicubic,-49.335,-44.939,+123 -regnetz_b16.ra3_in1k,224,30.547,69.453,49.300,50.700,9.72,0.940,bicubic,-49.327,-45.678,+124 -resnet50.a1h_in1k,176,30.537,69.463,49.309,50.691,25.56,0.900,bicubic,-48.723,-45.189,+196 -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,30.515,69.485,50.557,49.443,18.45,1.000,bicubic,-52.895,-46.015,-383 -resnet101d.gluon_in1k,224,30.515,69.485,47.977,52.023,44.57,0.875,bicubic,-49.951,-47.057,+44 -resnest26d.gluon_in1k,224,30.494,69.506,50.642,49.358,17.07,0.875,bilinear,-47.982,-43.658,+270 -efficientnet_b2.ra_in1k,288,30.492,69.508,49.696,50.304,9.11,1.000,bicubic,-50.118,-45.622,+23 -resnet50.ram_in1k,288,30.447,69.553,49.019,50.981,25.56,0.950,bicubic,-49.527,-46.022,+104 -cs3darknet_x.c2ns_in1k,288,30.435,69.565,49.180,50.820,35.05,1.000,bicubic,-51.801,-47.052,-210 -tf_efficientnet_b1.ap_in1k,240,30.433,69.567,49.604,50.396,7.79,0.882,bicubic,-48.855,-44.712,+185 -resnetv2_50.a1h_in1k,224,30.429,69.571,48.918,51.082,25.55,0.950,bicubic,-49.977,-46.166,+48 -twins_pcpvt_small.in1k,224,30.394,69.606,49.376,50.624,24.11,0.900,bicubic,-50.728,-46.240,-54 -xcit_tiny_12_p16_384.fb_dist_in1k,384,30.390,69.610,50.109,49.891,6.72,1.000,bicubic,-50.562,-45.323,-35 -resnet50d.ra2_in1k,288,30.390,69.610,48.767,51.233,25.58,0.950,bicubic,-50.960,-46.975,-89 -resnet50.d_in1k,224,30.378,69.622,48.162,51.838,25.56,0.950,bicubic,-49.526,-46.986,+107 -ecaresnetlight.miil_in1k,288,30.368,69.632,49.166,50.834,30.16,0.950,bicubic,-51.048,-46.628,-101 -ecaresnet101d_pruned.miil_in1k,288,30.364,69.636,48.812,51.188,24.88,0.950,bicubic,-51.642,-47.352,-185 -tf_efficientnet_b5.in1k,456,30.340,69.659,49.779,50.221,30.39,0.934,bicubic,-52.825,-46.751,-366 -visformer_small.in1k,224,30.329,69.671,48.315,51.685,40.22,0.900,bicubic,-51.767,-47.561,-198 -tf_efficientnetv2_b2.in1k,208,30.313,69.687,49.044,50.956,10.10,0.890,bicubic,-48.893,-45.558,+187 -resnet101.a1_in1k,288,30.311,69.689,46.554,53.446,44.55,1.000,bicubic,-52.011,-49.074,-237 -regnety_040.ra3_in1k,288,30.305,69.695,48.885,51.115,20.65,1.000,bicubic,-52.753,-47.613,-351 -mobilevitv2_175.cvnets_in22k_ft_in1k,256,30.274,69.726,49.295,50.705,14.25,0.888,bicubic,-51.670,-46.498,-177 -efficientformerv2_s1.snap_dist_in1k,224,30.262,69.738,49.209,50.791,6.19,0.950,bicubic,-49.422,-45.481,+126 -resnet50.c2_in1k,224,30.252,69.748,48.474,51.526,25.56,0.950,bicubic,-49.616,-46.392,+102 -regnetx_160.tv2_in1k,224,30.252,69.748,47.047,52.953,54.28,0.965,bicubic,-52.324,-49.008,-278 -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,30.221,69.779,48.712,51.288,119.42,0.900,bicubic,-49.275,-45.402,+142 -resnet50.b1k_in1k,288,30.207,69.793,49.195,50.805,25.56,1.000,bicubic,-50.499,-46.237,-11 -cs3sedarknet_l.c2ns_in1k,256,30.191,69.809,49.529,50.471,21.91,0.887,bicubic,-51.029,-46.277,-87 -fastvit_s12.apple_dist_in1k,256,30.187,69.813,48.948,51.052,9.47,0.900,bicubic,-50.887,-46.330,-66 -seresnext50_32x4d.racm_in1k,288,30.170,69.830,49.093,50.907,27.56,0.950,bicubic,-52.016,-47.055,-222 -resnet50.b2k_in1k,288,30.160,69.840,48.285,51.715,25.56,1.000,bicubic,-50.310,-47.023,+14 -wide_resnet50_2.tv2_in1k,224,30.150,69.850,48.358,51.642,68.88,0.965,bilinear,-51.448,-47.406,-150 -efficientnet_b0.ra4_e3600_r224_in1k,256,30.136,69.864,49.024,50.976,5.29,1.000,bicubic,-49.234,-45.728,+149 -regnety_016.tv2_in1k,224,30.124,69.876,49.268,50.732,11.20,0.965,bicubic,-50.572,-46.072,-16 -resnet50d.ra4_e3600_r224_in1k,288,30.124,69.876,48.616,51.384,25.58,1.000,bicubic,-51.706,-47.304,-174 -resnet101.tv2_in1k,176,30.097,69.903,48.091,51.909,44.55,0.875,bilinear,-49.809,-46.759,+83 -nf_regnet_b1.ra2_in1k,256,30.087,69.913,50.172,49.828,10.22,0.900,bicubic,-48.635,-44.214,+212 -seresnet50.ra2_in1k,224,30.085,69.915,49.319,50.681,28.09,0.875,bicubic,-50.175,-45.749,+45 -convmixer_1024_20_ks9_p14.in1k,224,30.067,69.933,49.914,50.086,24.38,0.960,bicubic,-46.877,-43.450,+353 -dpn68b.ra_in1k,288,30.067,69.933,48.183,51.817,12.61,1.000,bicubic,-49.277,-46.243,+145 -halo2botnet50ts_256.a1h_in1k,256,30.044,69.956,48.494,51.506,22.64,0.950,bicubic,-52.040,-47.164,-219 -efficientnet_el.ra_in1k,300,30.042,69.958,48.836,51.164,10.59,0.904,bicubic,-51.264,-46.704,-115 -legacy_senet154.in1k,224,30.034,69.966,48.016,51.984,115.09,0.875,bilinear,-51.292,-47.480,-117 -tf_efficientnet_b2.aa_in1k,260,30.014,69.986,49.614,50.386,9.11,0.890,bicubic,-50.068,-45.298,+59 -xcit_tiny_12_p16_224.fb_dist_in1k,224,30.010,69.990,49.671,50.329,6.72,1.000,bicubic,-48.568,-44.539,+216 -fbnetv3_d.ra2_in1k,224,29.995,70.005,49.942,50.058,10.31,0.950,bilinear,-48.661,-44.512,+210 -mobilevitv2_150.cvnets_in22k_ft_in1k,256,29.981,70.019,49.272,50.728,10.59,0.888,bicubic,-51.489,-46.400,-143 -dpn98.mx_in1k,224,29.973,70.027,48.172,51.828,61.57,0.875,bicubic,-49.683,-46.470,+105 -resnext50_32x4d.a1h_in1k,288,29.969,70.031,48.232,51.768,25.03,1.000,bicubic,-52.043,-47.700,-219 -resnet101.a2_in1k,224,29.969,70.031,47.000,53.000,44.55,0.950,bicubic,-51.375,-48.198,-125 -resnetv2_50d_gn.ah_in1k,288,29.950,70.050,48.227,51.773,25.57,1.000,bicubic,-52.013,-47.710,-210 -dpn131.mx_in1k,224,29.942,70.058,48.050,51.950,79.25,0.875,bicubic,-49.892,-46.658,+81 -dpn92.mx_in1k,224,29.934,70.066,49.125,50.875,37.67,0.875,bicubic,-50.094,-45.753,+54 -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,29.908,70.092,51.113,48.887,44.54,1.000,bilinear,-52.424,-45.413,-273 -tf_efficientnet_b4.in1k,380,29.885,70.115,49.048,50.952,19.34,0.922,bicubic,-52.723,-46.976,-319 -senet154.gluon_in1k,224,29.883,70.117,47.885,52.115,115.09,0.875,bicubic,-51.375,-47.473,-120 -legacy_xception.tf_in1k,299,29.869,70.131,48.728,51.272,22.86,0.897,bicubic,-49.181,-45.658,+163 -resnet50.tv2_in1k,224,29.869,70.131,48.046,51.954,25.56,0.965,bilinear,-50.975,-47.374,-63 -convnextv2_pico.fcmae_ft_in1k,288,29.867,70.133,48.794,51.206,9.07,0.950,bicubic,-51.189,-46.684,-94 -cs3sedarknet_l.c2ns_in1k,288,29.832,70.168,49.099,50.901,21.91,0.950,bicubic,-51.934,-46.867,-192 -inception_v3.tf_adv_in1k,299,29.820,70.180,47.859,52.141,23.83,0.875,bicubic,-47.776,-45.867,+285 -resnet152.a2_in1k,288,29.814,70.186,45.947,54.053,60.19,1.000,bicubic,-52.806,-49.797,-330 -efficientvit_b1.r224_in1k,224,29.806,70.194,48.246,51.754,9.10,0.950,bicubic,-49.434,-46.048,+139 -efficientnet_b0.ra4_e3600_r224_in1k,224,29.804,70.196,48.914,51.086,5.29,0.900,bicubic,-48.768,-45.424,+198 -vit_base_patch16_384.augreg_in1k,384,29.800,70.200,48.356,51.644,86.86,1.000,bicubic,-51.296,-46.978,-105 -resnetaa50.a1h_in1k,288,29.796,70.204,47.991,52.009,25.56,1.000,bicubic,-51.808,-47.817,-185 -ese_vovnet39b.ra_in1k,288,29.749,70.251,49.054,50.946,24.57,0.950,bicubic,-50.629,-46.644,-3 -resmlp_36_224.fb_in1k,224,29.739,70.261,48.916,51.084,44.69,0.875,bicubic,-50.033,-45.972,+70 -fbnetv3_d.ra2_in1k,256,29.731,70.269,49.476,50.524,10.31,0.950,bilinear,-49.933,-45.480,+83 -edgenext_small_rw.sw_in1k,256,29.727,70.273,49.193,50.807,7.83,0.900,bicubic,-49.863,-45.325,+88 -ecaresnet50t.a1_in1k,224,29.724,70.276,47.527,52.473,25.57,0.950,bicubic,-51.561,-47.623,-139 -lamhalobotnet50ts_256.a1h_in1k,256,29.722,70.278,48.384,51.616,22.57,0.950,bicubic,-51.826,-47.110,-185 -resnet101.a3_in1k,160,29.714,70.286,47.669,52.331,44.55,0.950,bicubic,-48.214,-46.018,+249 -convnext_nano.d1h_in1k,288,29.702,70.298,47.926,52.074,15.59,1.000,bicubic,-51.772,-47.786,-171 -resnet50.ra_in1k,224,29.698,70.302,48.537,51.463,25.56,0.875,bicubic,-49.116,-45.783,+165 -efficientvit_b1.r256_in1k,256,29.690,70.310,48.244,51.756,9.10,1.000,bicubic,-50.054,-46.534,+66 -fastvit_sa12.apple_in1k,256,29.678,70.322,48.572,51.428,11.58,0.900,bicubic,-51.162,-46.772,-82 -resnet50.tv2_in1k,176,29.674,70.326,48.091,51.909,25.56,0.875,bilinear,-49.758,-46.541,+98 -resnet50.c1_in1k,288,29.671,70.329,48.474,51.526,25.56,1.000,bicubic,-51.257,-47.080,-99 -vit_base_patch32_384.augreg_in1k,384,29.661,70.339,49.005,50.995,88.30,1.000,bicubic,-49.093,-45.231,+166 -fastvit_t12.apple_dist_in1k,256,29.645,70.355,48.517,51.483,7.55,0.900,bicubic,-50.719,-46.525,-15 -efficientnet_b2.ra_in1k,256,29.643,70.357,48.881,51.119,9.11,0.875,bicubic,-49.697,-45.695,+104 -resnet50.a1_in1k,224,29.641,70.359,46.737,53.263,25.56,0.950,bicubic,-50.741,-47.861,-21 -resnetblur50.bt_in1k,224,29.623,70.377,48.258,51.742,25.56,0.875,bicubic,-49.683,-46.280,+108 -ecaresnet50d.miil_in1k,288,29.572,70.428,48.987,51.013,25.58,0.950,bicubic,-52.068,-46.899,-208 -resnet50_gn.a1h_in1k,224,29.566,70.434,48.319,51.681,25.56,0.940,bicubic,-50.500,-46.635,+20 -nest_tiny_jx.goog_in1k,224,29.564,70.436,46.990,53.010,17.06,0.875,bicubic,-51.864,-48.636,-175 -cs3darknet_l.c2ns_in1k,256,29.537,70.463,48.380,51.620,21.16,0.887,bicubic,-50.817,-46.924,-21 -resnet152.a3_in1k,224,29.523,70.477,47.032,52.968,60.19,0.950,bicubic,-51.025,-47.972,-54 -gcresnext50ts.ch_in1k,288,29.517,70.483,47.849,52.151,15.67,1.000,bicubic,-51.717,-47.687,-150 -efficientnet_em.ra2_in1k,240,29.496,70.504,48.940,51.060,6.90,0.882,bicubic,-49.768,-45.856,+106 -resnext50_32x4d.tv2_in1k,224,29.488,70.512,47.222,52.778,25.03,0.965,bilinear,-51.688,-48.126,-146 -cs3darknet_l.c2ns_in1k,288,29.482,70.518,48.240,51.760,21.16,0.950,bicubic,-51.406,-47.422,-109 -gcresnext50ts.ch_in1k,256,29.458,70.542,47.947,52.053,15.67,0.900,bicubic,-51.150,-47.233,-64 -resnetv2_50.a1h_in1k,288,29.448,70.552,47.494,52.506,25.55,1.000,bicubic,-51.960,-48.218,-178 -resnext101_32x8d.tv_in1k,224,29.442,70.558,48.488,51.512,88.79,0.875,bilinear,-49.871,-46.036,+95 -mobileone_s4.apple_in1k,224,29.439,70.561,47.997,52.003,14.95,0.900,bilinear,-50.011,-46.493,+76 -deit_small_patch16_224.fb_in1k,224,29.429,70.571,48.256,51.744,22.05,0.900,bicubic,-50.433,-46.800,+29 -sebotnet33ts_256.a1h_in1k,256,29.429,70.571,47.161,52.839,13.70,0.940,bicubic,-51.723,-47.998,-151 -nf_regnet_b1.ra2_in1k,288,29.423,70.577,49.421,50.579,10.22,0.900,bicubic,-49.945,-45.305,+83 -resnet50.fb_ssl_yfcc100m_ft_in1k,224,29.419,70.581,49.783,50.217,25.56,0.875,bilinear,-49.833,-44.507,+99 -coat_lite_mini.in1k,224,29.403,70.597,47.672,52.328,11.01,0.900,bicubic,-49.693,-46.920,+112 -cait_xxs24_384.fb_dist_in1k,384,29.393,70.607,48.739,51.261,12.03,1.000,bicubic,-51.569,-46.903,-129 -resnetv2_50d_evos.ah_in1k,288,29.390,70.611,47.272,52.728,25.59,1.000,bicubic,-52.611,-48.626,-272 -repvit_m1.dist_in1k,224,29.384,70.616,48.525,51.475,5.49,0.950,bicubic,-49.158,-45.557,+160 -resnext50_32x4d.a1_in1k,224,29.370,70.630,46.238,53.762,25.03,0.950,bicubic,-51.156,-48.220,-68 -edgenext_small_rw.sw_in1k,320,29.368,70.632,48.728,51.272,7.83,1.000,bicubic,-51.084,-46.478,-56 -resnext50_32x4d.ra_in1k,224,29.360,70.640,47.395,52.605,25.03,0.875,bicubic,-50.440,-47.213,+29 -swin_tiny_patch4_window7_224.ms_in1k,224,29.350,70.650,47.584,52.416,28.29,0.900,bicubic,-52.038,-48.174,-190 -convnext_nano_ols.d1h_in1k,288,29.342,70.658,47.507,52.493,15.65,1.000,bicubic,-52.270,-48.119,-230 -resnet34d.ra2_in1k,224,29.328,70.671,48.431,51.569,21.82,0.875,bicubic,-47.776,-44.945,+269 -regnetz_b16.ra3_in1k,288,29.327,70.673,47.896,52.104,9.72,1.000,bicubic,-51.411,-47.634,-103 -cait_xxs24_224.fb_dist_in1k,224,29.309,70.691,48.525,51.475,11.96,1.000,bicubic,-49.083,-45.809,+171 -eca_resnet33ts.ra2_in1k,288,29.276,70.725,48.910,51.090,19.68,1.000,bicubic,-51.440,-46.472,-101 -resnet50.d_in1k,288,29.270,70.730,47.220,52.780,25.56,1.000,bicubic,-51.742,-48.236,-144 -pvt_v2_b1.in1k,224,29.260,70.740,48.958,51.042,14.01,0.900,bicubic,-49.442,-45.535,+137 -resnet34.a1_in1k,224,29.258,70.742,47.106,52.894,21.80,0.950,bicubic,-47.156,-45.780,+303 -maxvit_rmlp_pico_rw_256.sw_in1k,256,29.248,70.752,47.737,52.263,7.52,0.950,bicubic,-51.302,-47.449,-85 -resnet50.c2_in1k,288,29.244,70.756,47.152,52.848,25.56,1.000,bicubic,-51.612,-48.374,-126 -ecaresnet50d_pruned.miil_in1k,224,29.236,70.764,48.506,51.494,19.94,0.875,bicubic,-50.486,-46.366,+25 -poolformer_s24.sail_in1k,224,29.209,70.791,48.122,51.878,21.39,0.900,bicubic,-51.091,-46.938,-48 -gcvit_xxtiny.in1k,224,29.197,70.803,48.374,51.626,12.00,0.875,bicubic,-50.553,-46.686,+18 -tresnet_l.miil_in1k_448,448,29.183,70.817,47.262,52.738,55.99,0.875,bilinear,-53.095,-48.726,-329 -seresnet50.ra2_in1k,288,29.150,70.850,47.725,52.275,28.09,0.950,bicubic,-52.132,-47.927,-191 -inception_v3.gluon_in1k,299,29.140,70.860,46.953,53.047,23.83,0.875,bicubic,-49.664,-47.421,+116 -lambda_resnet50ts.a1h_in1k,256,29.128,70.872,46.965,53.035,21.54,0.950,bicubic,-52.058,-48.131,-181 -eca_resnet33ts.ra2_in1k,256,29.099,70.901,48.824,51.176,19.68,0.900,bicubic,-50.993,-46.156,-25 -resnet50d.a1_in1k,224,29.099,70.901,46.004,53.996,25.58,0.950,bicubic,-51.631,-48.674,-117 -resnet101.a2_in1k,288,29.095,70.905,45.733,54.267,44.55,1.000,bicubic,-53.129,-50.005,-328 -cs3darknet_focus_l.c2ns_in1k,256,29.077,70.923,47.672,52.328,21.15,0.887,bicubic,-51.175,-47.626,-46 -xception71.tf_in1k,299,29.069,70.931,47.395,52.605,42.34,0.903,bicubic,-50.839,-47.445,-15 -convnext_pico_ols.d1_in1k,224,29.046,70.954,47.961,52.039,9.06,0.950,bicubic,-50.496,-46.745,+31 -resnext50_32x4d.tv2_in1k,176,29.030,70.970,46.784,53.216,25.03,0.875,bilinear,-50.344,-47.518,+48 -hrnet_w64.ms_in1k,224,29.022,70.978,47.101,52.899,128.06,0.875,bilinear,-50.436,-47.547,+37 -resnet34d.ra2_in1k,288,29.014,70.986,48.077,51.923,21.82,0.950,bicubic,-49.426,-46.271,+144 -cs3darknet_focus_l.c2ns_in1k,288,28.979,71.021,47.619,52.381,21.15,0.950,bicubic,-51.931,-48.059,-154 -regnetx_032.tv2_in1k,224,28.975,71.025,47.053,52.947,15.30,0.965,bicubic,-51.951,-48.215,-156 -vit_small_patch32_384.augreg_in21k_ft_in1k,384,28.926,71.074,48.948,51.052,22.92,1.000,bicubic,-51.556,-46.658,-95 -xcit_tiny_12_p8_224.fb_in1k,224,28.916,71.084,47.495,52.505,6.71,1.000,bicubic,-50.796,-47.559,+7 -tf_efficientnet_b0.ns_jft_in1k,224,28.912,71.088,48.958,51.042,5.29,0.875,bicubic,-49.772,-45.413,+114 -resnet101.gluon_in1k,224,28.900,71.100,46.419,53.581,44.55,0.875,bicubic,-50.406,-48.213,+52 -tf_efficientnet_b1.aa_in1k,240,28.890,71.110,47.547,52.453,7.79,0.882,bicubic,-49.950,-46.653,+96 -xception65.tf_in1k,299,28.886,71.114,47.140,52.860,39.92,0.903,bicubic,-50.668,-47.520,+18 -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,28.853,71.147,47.924,52.076,10.59,1.000,bicubic,-53.753,-48.386,-406 -halonet50ts.a1h_in1k,256,28.843,71.157,46.511,53.489,22.73,0.940,bicubic,-52.807,-49.103,-270 -skresnext50_32x4d.ra_in1k,224,28.843,71.157,46.474,53.526,27.48,0.875,bicubic,-51.323,-48.170,-53 -sehalonet33ts.ra2_in1k,256,28.782,71.218,46.576,53.424,13.69,0.940,bicubic,-52.190,-48.696,-175 -levit_conv_256.fb_dist_in1k,224,28.770,71.230,46.723,53.277,18.89,0.900,bicubic,-52.736,-49.365,-255 -levit_256.fb_dist_in1k,224,28.768,71.231,46.729,53.271,18.89,0.900,bicubic,-52.737,-48.737,-255 -hgnet_tiny.paddle_in1k,288,28.765,71.235,47.737,52.263,14.74,1.000,bicubic,-51.883,-47.805,-126 -tf_efficientnet_lite3.in1k,300,28.765,71.235,47.480,52.520,8.20,0.904,bilinear,-51.067,-47.390,-16 -resnet50.ra_in1k,288,28.765,71.235,47.342,52.658,25.56,0.950,bicubic,-51.095,-47.460,-24 -seresnet50.a1_in1k,224,28.731,71.269,45.847,54.153,28.09,0.950,bicubic,-51.281,-48.859,-45 -mobileone_s3.apple_in1k,224,28.698,71.302,47.539,52.461,10.17,0.900,bilinear,-49.304,-46.371,+161 -darknetaa53.c2ns_in1k,288,28.660,71.340,46.961,53.039,36.02,1.000,bilinear,-51.868,-48.367,-118 -skresnet34.ra_in1k,224,28.657,71.344,47.983,52.017,22.28,0.875,bicubic,-48.300,-45.335,+235 -resnetblur50.bt_in1k,288,28.654,71.346,46.922,53.078,25.56,0.950,bicubic,-51.594,-48.278,-72 -tf_efficientnetv2_b0.in1k,192,28.645,71.355,47.413,52.587,7.14,0.875,bicubic,-48.235,-45.771,+239 -seresnext50_32x4d.gluon_in1k,224,28.643,71.357,46.438,53.562,27.56,0.875,bicubic,-51.275,-48.378,-45 -convnext_pico.d1_in1k,224,28.639,71.361,47.366,52.634,9.05,0.875,bicubic,-50.877,-47.188,+7 -hrnet_w40.ms_in1k,224,28.629,71.371,47.466,52.534,57.56,0.875,bilinear,-50.295,-47.012,+68 -swinv2_tiny_window8_256.ms_in1k,256,28.615,71.385,46.177,53.823,28.35,0.900,bicubic,-53.209,-49.811,-300 -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,28.609,71.391,47.136,52.864,14.25,1.000,bicubic,-54.319,-49.316,-477 -tf_efficientnet_b3.in1k,300,28.566,71.434,48.016,51.984,12.23,0.904,bicubic,-52.314,-47.310,-175 -tf_efficientnetv2_b1.in1k,192,28.564,71.436,47.452,52.548,8.14,0.882,bicubic,-49.366,-46.370,+156 -tf_efficientnetv2_b0.in1k,224,28.562,71.438,47.146,52.854,7.14,0.875,bicubic,-49.818,-46.880,+119 -resnet152.tv_in1k,224,28.550,71.450,47.146,52.854,60.19,0.875,bilinear,-49.780,-46.990,+121 -poolformerv2_s12.sail_in1k,224,28.543,71.457,47.411,52.589,11.89,1.000,bicubic,-49.465,-46.453,+146 -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,28.533,71.467,47.545,52.455,5.76,1.000,bicubic,-52.139,-47.981,-147 -xcit_tiny_12_p16_224.fb_in1k,224,28.507,71.493,47.372,52.628,6.72,1.000,bicubic,-48.635,-46.358,+209 -ecaresnet50t.a1_in1k,288,28.470,71.530,45.546,54.454,25.57,1.000,bicubic,-53.642,-50.108,-353 -resnet50d.a2_in1k,224,28.458,71.542,45.513,54.487,25.58,0.950,bicubic,-51.810,-49.129,-91 -ecaresnet50t.a2_in1k,224,28.452,71.548,45.721,54.279,25.57,0.950,bicubic,-52.432,-49.301,-186 -repvgg_b2.rvgg_in1k,224,28.428,71.572,47.036,52.964,89.02,0.875,bilinear,-50.365,-47.378,+69 -tf_efficientnet_b0.ap_in1k,224,28.427,71.573,47.553,52.447,5.29,0.875,bicubic,-48.667,-45.708,+207 -dla102x2.in1k,224,28.411,71.589,46.755,53.245,41.28,0.875,bilinear,-51.037,-47.899,-2 -hrnet_w48.ms_in1k,224,28.405,71.595,47.590,52.410,77.47,0.875,bilinear,-50.919,-46.944,+11 -resnext50_32x4d.gluon_in1k,224,28.403,71.597,45.350,54.650,25.03,0.875,bicubic,-50.951,-49.074,+6 -dla169.in1k,224,28.379,71.621,47.505,52.495,53.39,0.875,bilinear,-50.327,-46.833,+73 -tf_efficientnet_cc_b0_4e.in1k,224,28.358,71.642,47.358,52.642,13.31,0.875,bicubic,-48.966,-45.974,+185 -efficientnet_b2_pruned.in1k,260,28.356,71.644,47.136,52.864,8.31,0.890,bicubic,-51.552,-47.774,-64 -swinv2_cr_tiny_ns_224.sw_in1k,224,28.348,71.652,45.947,54.053,28.33,0.900,bicubic,-53.448,-49.877,-318 -seresnet33ts.ra2_in1k,256,28.336,71.664,47.779,52.221,19.78,0.900,bicubic,-52.036,-47.327,-118 -resnext50_32x4d.ra_in1k,288,28.322,71.678,46.126,53.874,25.03,0.950,bicubic,-52.384,-49.232,-167 -darknet53.c2ns_in1k,288,28.319,71.681,46.888,53.112,41.61,1.000,bicubic,-52.224,-48.538,-149 -ecaresnet50t.a3_in1k,160,28.291,71.709,46.148,53.852,25.57,0.950,bicubic,-49.489,-47.464,+152 -mixnet_xl.ra_in1k,224,28.275,71.725,46.729,53.271,11.90,0.875,bicubic,-52.215,-48.209,-146 -resnet50d.gluon_in1k,224,28.234,71.766,45.922,54.078,25.58,0.875,bicubic,-50.846,-48.536,+29 -seresnet33ts.ra2_in1k,288,28.209,71.791,47.576,52.424,19.78,1.000,bicubic,-52.605,-47.770,-189 -resnet50.a1_in1k,288,28.191,71.809,44.921,55.079,25.56,1.000,bicubic,-53.049,-50.191,-251 -fastvit_s12.apple_in1k,256,28.149,71.850,46.672,53.328,9.47,0.900,bicubic,-51.770,-48.120,-78 -wide_resnet101_2.tv_in1k,224,28.142,71.858,46.560,53.440,126.89,0.875,bilinear,-50.706,-47.752,+44 -resnet101c.gluon_in1k,224,28.128,71.872,45.977,54.023,44.57,0.875,bicubic,-51.414,-48.611,-29 -densenet161.tv_in1k,224,28.116,71.884,46.653,53.347,28.68,0.875,bicubic,-49.234,-47.001,+169 -ecaresnet50d_pruned.miil_in1k,288,28.095,71.906,47.059,52.941,19.94,0.950,bicubic,-52.714,-48.519,-194 -resnext50_32x4d.a1_in1k,288,28.091,71.909,44.825,55.175,25.03,1.000,bicubic,-53.393,-50.337,-297 -resnet34.a1_in1k,288,28.087,71.913,45.717,54.283,21.80,1.000,bicubic,-49.851,-48.031,+123 -regnetx_320.pycls_in1k,224,28.083,71.917,45.124,54.876,107.81,0.875,bicubic,-52.179,-49.888,-116 -regnety_320.pycls_in1k,224,28.075,71.925,45.448,54.552,145.05,0.875,bicubic,-52.721,-49.792,-197 -darknetaa53.c2ns_in1k,256,28.065,71.935,46.592,53.408,36.02,0.887,bilinear,-51.681,-48.310,-59 -gernet_s.idstcv_in1k,224,28.049,71.951,46.757,53.243,8.17,0.875,bilinear,-48.853,-46.379,+194 -fbnetv3_b.ra2_in1k,224,28.038,71.963,47.751,52.249,8.60,0.950,bilinear,-50.122,-46.413,+97 -mobilevitv2_175.cvnets_in1k,256,28.035,71.965,46.100,53.900,14.25,0.888,bicubic,-52.838,-49.160,-213 -resnext50_32x4d.a3_in1k,160,28.016,71.984,45.591,54.409,25.03,0.950,bicubic,-49.718,-47.723,+135 -efficientnet_el_pruned.in1k,300,28.010,71.990,46.796,53.204,10.59,0.904,bicubic,-52.284,-48.422,-130 -levit_conv_192.fb_dist_in1k,224,28.006,71.994,45.884,54.116,10.95,0.900,bicubic,-51.854,-49.086,-77 -levit_192.fb_dist_in1k,224,28.002,71.998,45.880,54.120,10.95,0.900,bicubic,-51.848,-48.924,-76 -vit_base_patch16_224.augreg_in1k,224,27.973,72.027,45.719,54.281,86.57,0.900,bicubic,-51.169,-48.371,+3 -resnext50_32x4d.a2_in1k,224,27.965,72.035,44.446,55.554,25.03,0.950,bicubic,-52.479,-50.184,-155 -fastvit_t12.apple_in1k,256,27.939,72.061,46.393,53.607,7.55,0.900,bicubic,-51.337,-48.177,-15 -resnet101.a3_in1k,224,27.937,72.063,45.023,54.977,44.55,0.950,bicubic,-51.883,-49.591,-75 -resnet50d.a3_in1k,160,27.935,72.065,45.303,54.697,25.58,0.950,bicubic,-49.287,-47.953,+161 -resnet50_gn.a1h_in1k,288,27.931,72.069,46.098,53.902,25.56,0.950,bicubic,-53.277,-49.534,-269 -darknet53.c2ns_in1k,256,27.908,72.092,46.529,53.471,41.61,0.887,bicubic,-52.094,-48.513,-105 -xception41.tf_in1k,299,27.896,72.104,45.908,54.092,26.97,0.903,bicubic,-50.628,-48.390,+51 -resnetrs50.tf_in1k,160,27.865,72.135,46.686,53.314,35.69,0.910,bicubic,-49.985,-47.128,+113 -dpn68b.mx_in1k,224,27.845,72.155,47.364,52.636,12.61,0.875,bicubic,-49.697,-46.478,+135 -regnetx_160.pycls_in1k,224,27.831,72.169,45.619,54.381,54.28,0.875,bicubic,-52.027,-49.205,-88 -res2net101_26w_4s.in1k,224,27.804,72.196,45.185,54.815,45.21,0.875,bilinear,-51.382,-49.279,-11 -seresnet50.a2_in1k,224,27.784,72.216,44.713,55.287,28.09,0.950,bicubic,-52.318,-50.007,-119 -inception_v3.tf_in1k,299,27.782,72.218,45.701,54.299,23.83,0.875,bicubic,-50.084,-47.939,+106 -resnet50d.a1_in1k,288,27.770,72.230,44.395,55.605,25.58,1.000,bicubic,-53.674,-50.829,-314 -repghostnet_200.in1k,224,27.756,72.243,46.313,53.687,9.80,0.875,bicubic,-51.034,-48.023,+21 -tf_efficientnetv2_b1.in1k,240,27.749,72.251,46.574,53.426,8.14,0.882,bicubic,-51.769,-48.008,-59 -mobilevitv2_200.cvnets_in1k,256,27.723,72.277,45.833,54.167,18.45,0.888,bicubic,-53.425,-49.549,-275 -vit_base_patch16_224.sam_in1k,224,27.717,72.283,45.106,54.894,86.57,0.900,bicubic,-52.525,-49.662,-138 -repvgg_b1.rvgg_in1k,224,27.652,72.348,46.511,53.489,57.42,0.875,bilinear,-50.720,-47.597,+59 -fbnetv3_b.ra2_in1k,256,27.650,72.350,46.985,53.015,8.60,0.950,bilinear,-51.504,-47.747,-18 -inception_v3.tv_in1k,299,27.639,72.361,45.253,54.747,23.83,0.875,bicubic,-49.835,-48.221,+127 -convnextv2_femto.fcmae_ft_in1k,224,27.635,72.365,46.822,53.178,5.23,0.875,bicubic,-50.849,-47.172,+42 -hrnet_w44.ms_in1k,224,27.631,72.369,45.843,54.157,67.06,0.875,bilinear,-51.251,-48.531,+4 -gcresnet33ts.ra2_in1k,256,27.607,72.393,46.246,53.754,19.88,0.900,bicubic,-52.471,-48.884,-127 -regnety_160.pycls_in1k,224,27.601,72.399,45.538,54.462,83.59,0.875,bicubic,-52.683,-49.444,-156 -resnet50.am_in1k,224,27.580,72.420,45.361,54.639,25.56,0.875,bicubic,-51.424,-49.030,-10 -resmlp_24_224.fb_in1k,224,27.570,72.430,45.700,54.300,30.02,0.875,bicubic,-51.810,-48.850,-55 -pit_xs_224.in1k,224,27.489,72.511,45.855,54.145,10.62,0.900,bicubic,-50.723,-48.295,+60 -tiny_vit_5m_224.in1k,224,27.487,72.513,45.867,54.133,5.39,0.950,bicubic,-51.709,-48.936,-30 -hrnet_w30.ms_in1k,224,27.472,72.528,46.546,53.454,37.71,0.875,bilinear,-50.742,-47.668,+57 -gcresnet33ts.ra2_in1k,288,27.399,72.601,46.150,53.850,19.88,1.000,bicubic,-53.189,-49.172,-208 -resnet50.a2_in1k,224,27.393,72.607,44.251,55.749,25.56,0.950,bicubic,-52.435,-50.309,-105 -regnetx_080.pycls_in1k,224,27.385,72.615,44.996,55.004,39.57,0.875,bicubic,-51.831,-49.552,-36 -convnext_pico.d1_in1k,288,27.381,72.619,45.664,54.336,9.05,0.950,bicubic,-53.049,-49.396,-185 -hrnet_w32.ms_in1k,224,27.369,72.631,46.012,53.988,41.23,0.875,bilinear,-51.087,-48.174,+33 -vit_small_patch16_384.augreg_in1k,384,27.348,72.652,46.151,53.849,22.20,1.000,bicubic,-53.786,-49.425,-290 -resnet33ts.ra2_in1k,288,27.340,72.660,45.200,54.800,19.68,1.000,bicubic,-52.368,-49.614,-97 -resnet50s.gluon_in1k,224,27.332,72.668,45.253,54.747,25.68,0.875,bicubic,-51.378,-49.189,+5 -res2net50_26w_8s.in1k,224,27.312,72.688,44.815,55.185,48.40,0.875,bilinear,-51.636,-49.465,-19 -convnext_pico_ols.d1_in1k,288,27.303,72.697,45.646,54.354,9.06,1.000,bicubic,-53.155,-49.602,-199 -densenet201.tv_in1k,224,27.279,72.721,46.212,53.788,20.01,0.875,bicubic,-50.005,-47.268,+121 -ecaresnet50t.a2_in1k,288,27.273,72.727,44.074,55.926,25.57,1.000,bicubic,-54.409,-51.458,-376 -ghostnetv2_160.in1k,224,27.263,72.737,46.389,53.611,12.39,0.875,bicubic,-50.573,-47.553,+81 -densenetblur121d.ra_in1k,224,27.230,72.770,46.309,53.691,8.00,0.875,bicubic,-49.342,-46.877,+159 -efficientnet_b1_pruned.in1k,240,27.226,72.774,45.961,54.039,6.33,0.882,bicubic,-51.026,-47.859,+39 -regnety_064.pycls_in1k,224,27.224,72.776,44.855,55.145,30.58,0.875,bicubic,-52.504,-49.909,-110 -resnet33ts.ra2_in1k,256,27.187,72.813,45.391,54.609,19.68,0.900,bicubic,-52.029,-49.185,-51 -tf_efficientnetv2_b2.in1k,260,27.169,72.831,44.577,55.423,10.10,0.890,bicubic,-53.057,-50.433,-167 -resnetrs50.tf_in1k,224,27.155,72.845,45.069,54.931,35.69,0.910,bicubic,-52.761,-49.905,-142 -vit_base_patch32_224.augreg_in1k,224,27.141,72.859,45.191,54.809,88.22,0.900,bicubic,-47.765,-46.579,+210 -seresnet50.a1_in1k,288,27.098,72.902,43.593,56.407,28.09,1.000,bicubic,-54.006,-51.527,-300 -resnet50d.a2_in1k,288,27.094,72.906,43.840,56.160,25.58,1.000,bicubic,-54.074,-51.259,-313 -resnet32ts.ra2_in1k,256,27.081,72.919,45.259,54.741,17.96,0.900,bicubic,-51.974,-49.109,-41 -rexnet_130.nav_in1k,224,27.075,72.925,45.929,54.071,7.56,0.875,bicubic,-52.415,-48.755,-93 -dla102x.in1k,224,27.051,72.949,45.491,54.509,26.31,0.875,bilinear,-51.449,-48.737,+4 -gmixer_24_224.ra3_in1k,224,27.031,72.969,44.373,55.627,24.72,0.875,bicubic,-51.017,-49.281,+45 -resnet101.tv_in1k,224,26.974,73.026,45.240,54.760,44.55,0.875,bilinear,-50.430,-48.312,+97 -resnet32ts.ra2_in1k,288,26.931,73.069,45.065,54.935,17.96,1.000,bicubic,-52.457,-49.611,-88 -resnext50d_32x4d.bt_in1k,224,26.913,73.087,44.393,55.607,25.05,0.875,bicubic,-52.758,-50.485,-116 -rexnet_100.nav_in1k,224,26.872,73.128,45.363,54.637,4.80,0.875,bicubic,-50.974,-48.513,+62 -regnetx_120.pycls_in1k,224,26.870,73.130,44.676,55.324,46.11,0.875,bicubic,-52.738,-50.058,-112 -densenet169.tv_in1k,224,26.862,73.138,45.419,54.581,14.15,0.875,bicubic,-49.060,-47.557,+165 -regnety_120.pycls_in1k,224,26.809,73.191,44.450,55.550,51.82,0.875,bicubic,-53.573,-50.654,-210 -legacy_seresnext101_32x4d.in1k,224,26.802,73.198,43.475,56.525,48.96,0.875,bilinear,-53.472,-51.557,-194 -regnetx_064.pycls_in1k,224,26.792,73.208,44.937,55.063,26.21,0.875,bicubic,-52.268,-49.533,-55 -tinynet_a.in1k,192,26.786,73.214,45.090,54.910,6.19,0.875,bicubic,-50.878,-48.442,+67 -res2net101d.in1k,224,26.729,73.271,44.365,55.635,45.23,0.875,bilinear,-54.525,-50.983,-338 -regnetx_032.pycls_in1k,224,26.705,73.295,45.251,54.749,15.30,0.875,bicubic,-51.461,-48.839,+22 -resnext50_32x4d.a2_in1k,288,26.689,73.311,42.744,57.256,25.03,1.000,bicubic,-54.609,-52.366,-347 -legacy_seresnet152.in1k,224,26.680,73.320,43.956,56.044,66.82,0.875,bilinear,-51.980,-50.416,-23 -densenet121.ra_in1k,224,26.674,73.326,45.896,54.104,7.98,0.875,bicubic,-48.902,-46.752,+167 -efficientvit_m5.r224_in1k,224,26.666,73.334,44.921,55.079,12.47,0.875,bicubic,-50.416,-48.245,+104 -dla60x.in1k,224,26.634,73.366,45.025,54.975,17.35,0.875,bilinear,-51.596,-48.995,+13 -efficientnet_es.ra_in1k,224,26.633,73.368,45.090,54.910,5.44,0.875,bicubic,-51.459,-48.842,+24 -res2net50_26w_6s.in1k,224,26.599,73.401,43.996,56.004,37.05,0.875,bilinear,-51.985,-50.110,-23 -seresnet50.a3_in1k,160,26.591,73.409,44.740,55.260,28.09,0.950,bicubic,-48.509,-47.356,+177 -repvgg_b1g4.rvgg_in1k,224,26.579,73.421,45.090,54.910,39.97,0.875,bilinear,-51.023,-48.754,+60 -resnet50.a3_in1k,160,26.572,73.428,44.224,55.776,25.56,0.950,bicubic,-49.422,-48.270,+146 -coat_lite_tiny.in1k,224,26.554,73.446,44.719,55.281,5.72,0.900,bicubic,-50.994,-49.205,+64 -regnety_080.pycls_in1k,224,26.540,73.460,44.395,55.605,39.18,0.875,bicubic,-53.342,-50.441,-165 -resnet34.a2_in1k,224,26.540,73.460,43.911,56.089,21.80,0.950,bicubic,-48.976,-48.545,+160 -mobilenetv3_large_100.miil_in21k_ft_in1k,224,26.530,73.470,44.530,55.470,5.48,0.875,bilinear,-51.380,-48.354,+34 -ecaresnet26t.ra2_in1k,256,26.497,73.503,44.937,55.063,16.01,0.875,bicubic,-52.389,-49.607,-57 -res2net50_14w_8s.in1k,224,26.489,73.511,44.363,55.637,25.06,0.875,bilinear,-51.657,-49.487,+9 -tf_efficientnet_b0.aa_in1k,224,26.479,73.521,45.646,54.354,5.29,0.875,bicubic,-50.403,-47.624,+103 -tf_efficientnet_b2.in1k,260,26.473,73.527,44.782,55.218,9.11,0.890,bicubic,-53.141,-49.942,-138 -ecaresnet50t.a3_in1k,224,26.454,73.546,43.507,56.493,25.57,0.950,bicubic,-53.094,-51.203,-133 -convnextv2_atto.fcmae_ft_in1k,224,26.440,73.560,44.285,55.715,3.71,0.875,bicubic,-50.206,-48.759,+111 -resnet50.gluon_in1k,224,26.432,73.568,44.051,55.949,25.56,0.875,bicubic,-51.148,-49.675,+53 -mobileone_s2.apple_in1k,224,26.418,73.582,44.554,55.446,7.88,0.900,bilinear,-51.086,-49.110,+57 -convnext_femto.d1_in1k,224,26.387,73.613,44.835,55.165,5.22,0.875,bicubic,-51.121,-48.853,+55 -mobilenetv1_125.ra4_e3600_r224_in1k,224,26.387,73.613,44.627,55.373,6.27,0.900,bicubic,-50.541,-48.589,+92 -tf_efficientnet_el.in1k,300,26.387,73.613,44.245,55.755,10.59,0.904,bicubic,-53.855,-50.873,-213 -lambda_resnet26t.c1_in1k,256,26.361,73.639,44.408,55.592,10.96,0.940,bicubic,-52.765,-50.146,-90 -levit_conv_128.fb_dist_in1k,224,26.361,73.639,44.143,55.857,9.21,0.900,bicubic,-52.127,-50.001,-32 -levit_128.fb_dist_in1k,224,26.349,73.650,44.121,55.879,9.21,0.900,bicubic,-52.137,-49.877,-33 -mobilenetv1_125.ra4_e3600_r224_in1k,256,26.338,73.662,44.534,55.466,6.27,1.000,bicubic,-51.246,-49.260,+44 -resmlp_12_224.fb_distilled_in1k,224,26.322,73.678,44.896,55.104,15.35,0.875,bicubic,-51.626,-48.666,+13 -resmlp_big_24_224.fb_in1k,224,26.316,73.684,43.559,56.441,129.14,0.875,bicubic,-54.718,-51.466,-338 -regnetx_040.pycls_in1k,224,26.263,73.737,44.408,55.592,22.12,0.875,bicubic,-52.231,-49.834,-40 -visformer_tiny.in1k,224,26.257,73.743,44.206,55.794,10.32,0.900,bicubic,-51.903,-50.036,-9 -mobilevitv2_150.cvnets_in1k,256,26.224,73.776,43.829,56.171,10.59,0.888,bicubic,-54.180,-51.213,-250 -convnext_femto_ols.d1_in1k,224,26.186,73.814,44.233,55.767,5.23,0.875,bicubic,-51.658,-49.590,+20 -crossvit_9_dagger_240.in1k,240,26.177,73.823,44.562,55.438,8.78,0.875,bicubic,-50.809,-49.040,+76 -vit_small_patch32_224.augreg_in21k_ft_in1k,224,26.171,73.829,45.128,54.872,22.88,0.900,bicubic,-49.825,-48.144,+118 -seresnet50.a2_in1k,288,26.165,73.835,42.683,57.317,28.09,1.000,bicubic,-54.927,-52.553,-353 -densenetblur121d.ra_in1k,288,26.163,73.837,45.047,54.953,8.00,0.950,bicubic,-51.147,-48.753,+51 -resnet50.a2_in1k,288,26.129,73.871,42.587,57.413,25.56,1.000,bicubic,-54.651,-52.391,-312 -resnet50d.a3_in1k,224,26.114,73.886,42.960,57.040,25.58,0.950,bicubic,-52.628,-51.276,-70 -resnext50_32x4d.a3_in1k,224,26.096,73.904,42.952,57.048,25.03,0.950,bicubic,-53.156,-51.874,-117 -resnet34.a2_in1k,288,26.090,73.910,43.133,56.867,21.80,1.000,bicubic,-51.058,-50.157,+59 -efficientnet_b1.ft_in1k,256,26.084,73.916,44.047,55.953,7.79,1.000,bicubic,-52.714,-50.295,-78 -convnextv2_femto.fcmae_ft_in1k,288,26.070,73.930,44.344,55.656,5.23,0.950,bicubic,-53.261,-50.258,-134 -mobilevitv2_125.cvnets_in1k,256,26.039,73.961,43.697,56.303,7.48,0.888,bicubic,-53.639,-51.147,-172 -lambda_resnet26rpt_256.c1_in1k,256,26.031,73.969,44.232,55.768,10.99,0.940,bicubic,-52.923,-50.190,-97 -dpn68.mx_in1k,224,26.015,73.985,44.082,55.918,12.61,0.875,bicubic,-50.323,-48.908,+99 -hardcorenas_c.miil_green_in1k,224,26.006,73.994,44.855,55.145,5.52,0.875,bilinear,-51.088,-48.337,+58 -fastvit_t8.apple_dist_in1k,256,25.992,74.008,44.424,55.576,4.03,0.900,bicubic,-51.180,-48.850,+51 -repghostnet_150.in1k,224,25.982,74.018,44.369,55.631,6.58,0.875,bicubic,-51.488,-49.129,+31 -hrnet_w18.ms_in1k,224,25.974,74.026,44.801,55.199,21.30,0.875,bilinear,-50.786,-48.645,+75 -hardcorenas_f.miil_green_in1k,224,25.968,74.032,44.236,55.764,8.20,0.875,bilinear,-52.140,-49.564,-25 -vit_small_patch16_224.augreg_in1k,224,25.956,74.043,43.960,56.040,22.05,0.900,bicubic,-52.886,-50.318,-93 -resnext50d_32x4d.bt_in1k,288,25.921,74.079,42.952,57.048,25.05,0.950,bicubic,-54.759,-52.476,-310 -regnety_040.pycls_in1k,224,25.919,74.081,43.850,56.150,20.65,0.875,bicubic,-53.317,-50.814,-129 -hrnet_w18_small_v2.gluon_in1k,224,25.915,74.085,43.817,56.183,15.60,0.875,bicubic,-52.269,-50.095,-36 -regnetx_016.tv2_in1k,224,25.888,74.112,43.357,56.643,9.19,0.965,bicubic,-53.564,-51.415,-162 -densenet121.ra_in1k,288,25.874,74.126,44.904,55.096,7.98,0.950,bicubic,-50.606,-48.470,+83 -resnet26t.ra2_in1k,256,25.874,74.126,43.998,56.002,16.01,0.940,bicubic,-52.010,-49.840,-9 -res2net50_26w_4s.in1k,224,25.868,74.132,43.159,56.841,25.70,0.875,bilinear,-52.118,-50.703,-21 -coat_tiny.in1k,224,25.866,74.134,43.286,56.714,5.50,0.900,bicubic,-52.576,-50.750,-60 -tresnet_m.miil_in1k_448,448,25.860,74.140,42.883,57.117,31.39,0.875,bilinear,-55.850,-52.678,-468 -fastvit_t8.apple_in1k,256,25.850,74.150,44.110,55.890,4.03,0.900,bicubic,-50.334,-48.932,+86 -resnet50c.gluon_in1k,224,25.790,74.210,43.039,56.961,25.58,0.875,bicubic,-52.227,-50.955,-29 -selecsls60.in1k,224,25.748,74.252,44.065,55.935,30.67,0.875,bicubic,-52.238,-49.761,-25 -halonet26t.a1h_in1k,256,25.738,74.262,43.235,56.765,12.48,0.950,bicubic,-53.396,-51.105,-131 -cs3darknet_focus_m.c2ns_in1k,256,25.687,74.313,44.157,55.843,9.30,0.887,bicubic,-51.087,-49.387,+56 -dla60_res2net.in1k,224,25.675,74.325,43.593,56.407,20.85,0.875,bilinear,-52.805,-50.493,-72 -poolformer_s12.sail_in1k,224,25.664,74.336,44.190,55.810,11.92,0.900,bicubic,-51.580,-49.348,+26 -hardcorenas_e.miil_green_in1k,224,25.660,74.340,43.436,56.564,8.07,0.875,bilinear,-52.130,-50.296,-10 -dla60_res2next.in1k,224,25.628,74.372,43.689,56.311,17.03,0.875,bilinear,-52.860,-50.311,-79 -eca_halonext26ts.c1_in1k,256,25.546,74.454,43.221,56.779,10.76,0.940,bicubic,-53.972,-51.488,-183 -ecaresnet26t.ra2_in1k,320,25.538,74.462,43.691,56.309,16.01,0.950,bicubic,-54.362,-51.379,-228 -convnext_femto.d1_in1k,288,25.530,74.470,43.668,56.332,5.22,0.950,bicubic,-53.180,-50.580,-101 -mixnet_l.ft_in1k,224,25.528,74.472,43.489,56.511,7.33,0.875,bicubic,-53.442,-50.691,-127 -resmlp_12_224.fb_in1k,224,25.526,74.474,44.355,55.645,15.35,0.875,bicubic,-51.134,-48.815,+53 -tf_efficientnet_lite1.in1k,240,25.524,74.476,43.611,56.389,5.42,0.882,bicubic,-51.148,-49.621,+51 -cs3darknet_focus_m.c2ns_in1k,288,25.506,74.493,43.764,56.236,9.30,0.950,bicubic,-51.785,-50.206,+13 -resnet50.bt_in1k,224,25.503,74.497,43.145,56.855,25.56,0.875,bicubic,-52.929,-51.125,-75 -res2net50d.in1k,224,25.503,74.497,43.064,56.936,25.72,0.875,bilinear,-54.767,-51.956,-278 -repvgg_a2.rvgg_in1k,224,25.501,74.499,43.890,56.110,28.21,0.875,bilinear,-50.991,-49.126,+60 -bat_resnext26ts.ch_in1k,256,25.501,74.499,43.214,56.786,10.73,0.900,bicubic,-52.779,-50.900,-68 -resnext50_32x4d.tv_in1k,224,25.481,74.519,42.817,57.183,25.03,0.875,bilinear,-52.151,-50.857,-17 -mobilenetv1_100h.ra4_e3600_r224_in1k,224,25.465,74.535,43.850,56.150,5.28,0.875,bicubic,-50.193,-48.654,+80 -botnet26t_256.c1_in1k,256,25.436,74.564,42.628,57.372,12.49,0.950,bicubic,-53.820,-51.902,-163 -regnety_008_tv.tv2_in1k,224,25.424,74.576,43.436,56.564,6.43,0.965,bicubic,-53.232,-50.946,-106 -tf_mixnet_l.in1k,224,25.424,74.576,42.532,57.468,7.33,0.875,bicubic,-53.352,-51.466,-119 -res2next50.in1k,224,25.402,74.598,42.528,57.472,24.67,0.875,bilinear,-52.834,-51.376,-72 -convnext_femto_ols.d1_in1k,288,25.391,74.609,43.176,56.824,5.23,0.950,bicubic,-53.523,-51.372,-136 -hardcorenas_b.miil_green_in1k,224,25.385,74.615,44.165,55.835,5.18,0.875,bilinear,-51.167,-48.601,+45 -resnet34.bt_in1k,224,25.367,74.633,43.070,56.930,21.80,0.875,bicubic,-49.795,-49.350,+91 -efficientformerv2_s0.snap_dist_in1k,224,25.357,74.643,43.931,56.069,3.60,0.950,bicubic,-50.759,-48.923,+59 -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,25.355,74.645,45.373,54.627,25.55,1.000,bilinear,-55.023,-49.987,-307 -wide_resnet50_2.tv_in1k,224,25.330,74.670,42.190,57.810,68.88,0.875,bilinear,-53.150,-52.012,-97 -legacy_seresnet101.in1k,224,25.326,74.674,42.823,57.177,49.33,0.875,bilinear,-53.070,-51.435,-89 -hardcorenas_d.miil_green_in1k,224,25.324,74.676,43.176,56.824,7.50,0.875,bilinear,-52.126,-50.304,-14 -regnety_032.pycls_in1k,224,25.322,74.678,42.935,57.065,19.44,0.875,bicubic,-53.574,-51.493,-142 -dla102.in1k,224,25.320,74.680,43.835,56.165,33.27,0.875,bilinear,-52.698,-50.113,-64 -resnest14d.gluon_in1k,224,25.316,74.684,44.088,55.912,10.61,0.875,bilinear,-50.200,-48.426,+71 -mobilenetv1_100h.ra4_e3600_r224_in1k,256,25.316,74.684,43.872,56.128,5.28,0.950,bicubic,-51.278,-49.394,+33 -selecsls60b.in1k,224,25.314,74.686,43.497,56.503,32.77,0.875,bicubic,-53.096,-50.669,-96 -efficientnet_b1.ft_in1k,224,25.251,74.749,42.990,57.010,7.79,0.875,bicubic,-52.343,-50.640,-32 -legacy_seresnext50_32x4d.in1k,224,25.212,74.788,41.964,58.036,27.56,0.875,bilinear,-53.872,-52.468,-164 -ghostnetv2_130.in1k,224,25.178,74.822,43.294,56.706,8.96,0.875,bicubic,-51.584,-50.066,+21 -mixer_b16_224.goog_in21k_ft_in1k,224,25.145,74.855,41.237,58.763,59.88,0.875,bicubic,-51.495,-50.991,+26 -resnet50.a3_in1k,224,25.068,74.932,41.968,58.032,25.56,0.950,bicubic,-52.984,-51.812,-75 -eca_botnext26ts_256.c1_in1k,256,25.047,74.953,43.037,56.963,10.59,0.950,bicubic,-54.225,-51.557,-188 -res2net50_48w_2s.in1k,224,25.019,74.981,42.217,57.783,25.29,0.875,bilinear,-52.517,-51.347,-32 -efficientnet_b0.ra_in1k,224,25.015,74.985,42.791,57.209,5.29,0.875,bicubic,-52.681,-50.749,-46 -xcit_nano_12_p8_224.fb_dist_in1k,224,24.958,75.042,43.292,56.708,3.05,1.000,bicubic,-51.370,-49.778,+38 -resnet34.gluon_in1k,224,24.954,75.046,42.294,57.706,21.80,0.875,bicubic,-49.620,-49.694,+90 -dla60.in1k,224,24.927,75.073,43.326,56.674,22.04,0.875,bilinear,-52.119,-49.992,-4 -mobilenetv2_120d.ra_in1k,224,24.921,75.079,43.039,56.961,5.83,0.875,bicubic,-52.377,-50.477,-23 -cs3darknet_m.c2ns_in1k,256,24.895,75.105,43.117,56.883,9.31,0.887,bicubic,-52.087,-50.485,-2 -convnextv2_atto.fcmae_ft_in1k,288,24.878,75.122,42.487,57.513,3.71,0.950,bicubic,-52.912,-51.203,-56 -resnet34.bt_in1k,288,24.836,75.164,42.101,57.899,21.80,0.950,bicubic,-51.672,-51.243,+24 -regnety_016.pycls_in1k,224,24.813,75.187,42.618,57.382,11.20,0.875,bicubic,-53.095,-51.106,-69 -seresnet50.a3_in1k,224,24.809,75.191,42.101,57.899,28.09,0.950,bicubic,-52.227,-50.971,-9 -mobilenetv1_100.ra4_e3600_r224_in1k,256,24.797,75.203,43.487,56.513,4.23,0.950,bicubic,-51.289,-49.525,+33 -mobilenetv1_100.ra4_e3600_r224_in1k,224,24.795,75.205,43.457,56.543,4.23,0.875,bicubic,-50.589,-48.855,+57 -resnet34.a3_in1k,160,24.748,75.252,42.583,57.417,21.80,0.950,bicubic,-45.824,-46.939,+141 -pit_ti_distilled_224.in1k,224,24.722,75.278,43.190,56.810,5.10,0.900,bicubic,-49.556,-48.738,+84 -seresnext26ts.ch_in1k,256,24.703,75.297,43.098,56.902,10.39,0.900,bicubic,-53.153,-50.692,-72 -eca_resnext26ts.ch_in1k,256,24.669,75.331,42.868,57.132,10.30,0.900,bicubic,-52.773,-50.708,-41 -cs3darknet_m.c2ns_in1k,288,24.640,75.360,43.009,56.991,9.31,0.950,bicubic,-52.988,-51.009,-58 -resnet50.bt_in1k,288,24.595,75.405,41.478,58.522,25.56,0.950,bicubic,-55.057,-53.430,-249 -eca_resnext26ts.ch_in1k,288,24.593,75.407,42.536,57.464,10.30,1.000,bicubic,-53.423,-51.396,-91 -tf_efficientnet_lite2.in1k,260,24.575,75.425,42.264,57.736,6.09,0.890,bicubic,-52.897,-51.480,-48 -regnetx_016.pycls_in1k,224,24.563,75.437,42.496,57.504,9.19,0.875,bicubic,-52.361,-50.934,-12 -mobilevitv2_100.cvnets_in1k,256,24.552,75.448,42.954,57.046,4.90,0.888,bicubic,-53.540,-51.214,-102 -seresnext26ts.ch_in1k,288,24.522,75.478,42.650,57.350,10.39,1.000,bicubic,-53.770,-51.426,-118 -skresnet18.ra_in1k,224,24.487,75.513,42.561,57.439,11.96,0.875,bicubic,-48.533,-48.613,+96 -hardcorenas_a.miil_green_in1k,224,24.390,75.610,43.349,56.651,5.26,0.875,bilinear,-51.536,-49.137,+24 -tf_efficientnet_lite0.in1k,224,24.381,75.620,42.490,57.510,4.65,0.875,bicubic,-50.466,-49.690,+59 -convnext_atto.d2_in1k,224,24.369,75.631,42.349,57.651,3.70,0.875,bicubic,-51.299,-50.563,+28 -hrnet_w18.ms_aug_in1k,224,24.337,75.663,42.866,57.134,21.30,0.950,bilinear,-53.779,-51.196,-110 -efficientvit_m4.r224_in1k,224,24.290,75.710,41.791,58.209,8.80,0.875,bicubic,-50.056,-50.193,+67 -mobilenetv4_conv_small.e2400_r224_in1k,256,24.255,75.745,42.551,57.449,3.77,0.950,bicubic,-50.389,-49.471,+59 -gcresnext26ts.ch_in1k,288,24.190,75.810,41.347,58.653,10.48,1.000,bicubic,-54.248,-52.687,-136 -convnext_atto_ols.a2_in1k,224,24.159,75.841,42.050,57.950,3.70,0.875,bicubic,-51.743,-50.794,+19 -tf_efficientnet_b1.in1k,240,24.119,75.881,41.520,58.480,7.79,0.882,bicubic,-54.439,-52.582,-155 -resnet18.a1_in1k,224,24.072,75.928,40.919,59.081,11.69,0.950,bicubic,-47.416,-49.157,+110 -xcit_nano_12_p8_384.fb_dist_in1k,384,24.064,75.936,42.035,57.965,3.05,1.000,bicubic,-53.756,-51.995,-87 -resnet50.tv_in1k,224,24.064,75.936,41.329,58.671,25.56,0.875,bilinear,-52.092,-51.537,+6 -levit_128s.fb_dist_in1k,224,24.037,75.963,40.983,59.017,7.78,0.900,bicubic,-52.485,-51.891,-6 -levit_conv_128s.fb_dist_in1k,224,24.035,75.965,40.983,59.017,7.78,0.900,bicubic,-52.499,-51.899,-9 -legacy_seresnet34.in1k,224,24.017,75.983,41.909,58.091,21.96,0.875,bilinear,-50.771,-50.225,+46 -gcresnext26ts.ch_in1k,256,24.017,75.983,41.372,58.628,10.48,0.900,bicubic,-53.799,-52.450,-90 -xcit_nano_12_p16_384.fb_dist_in1k,384,24.001,75.999,42.284,57.716,3.05,1.000,bicubic,-51.467,-50.386,+25 -repghostnet_130.in1k,224,23.966,76.034,41.671,58.329,5.48,0.875,bicubic,-52.400,-51.227,-5 -resnet18d.ra2_in1k,224,23.944,76.056,42.282,57.718,11.71,0.875,bicubic,-48.324,-48.400,+90 -mobilenetv4_conv_small.e2400_r224_in1k,224,23.925,76.075,41.732,58.268,3.77,0.875,bicubic,-49.805,-49.694,+65 -efficientnet_lite0.ra_in1k,224,23.905,76.095,42.131,57.869,4.65,0.875,bicubic,-51.585,-50.383,+20 -resnext26ts.ra2_in1k,256,23.881,76.119,41.119,58.881,10.30,0.900,bicubic,-52.893,-52.019,-30 -efficientnet_es_pruned.in1k,224,23.858,76.142,42.005,57.995,5.44,0.875,bicubic,-51.142,-50.443,+34 -densenet121.tv_in1k,224,23.838,76.162,41.932,58.068,7.98,0.875,bicubic,-50.910,-50.222,+39 -regnetx_008.tv2_in1k,224,23.771,76.229,40.716,59.284,7.26,0.965,bicubic,-53.517,-52.946,-65 -resnet26t.ra2_in1k,320,23.746,76.254,41.345,58.655,16.01,1.000,bicubic,-54.584,-52.701,-148 -mobilenetv2_140.ra_in1k,224,23.693,76.307,41.459,58.541,6.11,0.875,bicubic,-52.835,-51.549,-21 -mixnet_m.ft_in1k,224,23.687,76.313,41.170,58.830,5.01,0.875,bicubic,-53.587,-52.258,-66 -dla34.in1k,224,23.685,76.315,41.555,58.445,15.74,0.875,bilinear,-50.947,-50.497,+38 -legacy_seresnet50.in1k,224,23.640,76.360,40.105,59.895,28.09,0.875,bilinear,-54.004,-53.615,-97 -convnext_atto.d2_in1k,288,23.612,76.388,41.093,58.907,3.70,0.950,bicubic,-53.402,-52.609,-53 -resnext26ts.ra2_in1k,288,23.606,76.394,40.930,59.070,10.30,1.000,bicubic,-53.576,-52.544,-65 -ese_vovnet19b_dw.ra_in1k,224,23.543,76.457,41.276,58.724,6.54,0.875,bicubic,-53.255,-51.996,-43 -resnet34.tv_in1k,224,23.494,76.506,41.380,58.620,21.80,0.875,bilinear,-49.804,-50.042,+58 -tf_mixnet_m.in1k,224,23.473,76.527,40.911,59.089,5.01,0.875,bicubic,-53.491,-52.257,-54 -selecsls42b.in1k,224,23.400,76.600,40.661,59.339,32.46,0.875,bicubic,-53.786,-52.731,-70 -efficientvit_m3.r224_in1k,224,23.396,76.604,40.514,59.486,6.90,0.875,bicubic,-50.012,-50.834,+52 -tf_efficientnet_em.in1k,240,23.388,76.612,40.415,59.585,6.90,0.882,bicubic,-54.748,-53.647,-145 -resnet34.a3_in1k,224,23.355,76.645,40.138,59.862,21.80,0.950,bicubic,-49.627,-50.978,+59 -repvgg_b0.rvgg_in1k,224,23.339,76.661,41.260,58.740,15.82,0.875,bilinear,-51.823,-50.910,+9 -xcit_nano_12_p16_224.fb_dist_in1k,224,23.272,76.728,41.459,58.541,3.05,1.000,bicubic,-49.046,-49.367,+66 -regnety_004.tv2_in1k,224,23.260,76.740,40.873,59.127,4.34,0.965,bicubic,-52.328,-51.825,-6 -convnext_atto_ols.a2_in1k,288,23.137,76.863,40.897,59.103,3.70,0.950,bicubic,-54.083,-52.803,-78 -resnet18.a1_in1k,288,23.074,76.926,39.572,60.428,11.69,1.000,bicubic,-50.090,-51.482,+50 -mobilenetv2_110d.ra_in1k,224,23.070,76.930,40.749,59.251,4.52,0.875,bicubic,-51.984,-51.437,+11 -vit_base_patch32_224.sam_in1k,224,23.054,76.946,39.592,60.408,88.22,0.900,bicubic,-50.652,-51.420,+40 -tinynet_b.in1k,188,23.040,76.960,40.987,59.013,3.73,0.875,bicubic,-51.926,-51.209,+11 -resnet18d.ra2_in1k,288,23.025,76.975,41.123,58.877,11.71,0.950,bicubic,-50.769,-50.711,+36 -mobilenetv4_conv_small.e1200_r224_in1k,256,22.960,77.040,41.062,58.938,3.77,0.950,bicubic,-51.330,-51.050,+24 -repghostnet_111.in1k,224,22.887,77.113,40.508,59.492,4.54,0.875,bicubic,-52.181,-51.676,+4 -mobileone_s1.apple_in1k,224,22.830,77.170,39.887,60.113,4.83,0.900,bilinear,-52.944,-52.901,-22 -deit_tiny_distilled_patch16_224.fb_in1k,224,22.712,77.288,40.775,59.225,5.91,0.900,bicubic,-51.828,-51.119,+18 -mobilenetv3_large_100.ra_in1k,224,22.691,77.309,40.710,59.290,5.48,0.875,bicubic,-53.095,-51.818,-25 -repvgg_a1.rvgg_in1k,224,22.653,77.347,39.881,60.119,14.09,0.875,bilinear,-51.815,-51.959,+17 -mobilenetv3_rw.rmsp_in1k,224,22.632,77.368,40.406,59.594,5.48,0.875,bicubic,-52.982,-52.292,-21 -ghostnetv2_100.in1k,224,22.614,77.386,40.058,59.942,6.16,0.875,bicubic,-52.562,-52.276,-8 -mobilevit_s.cvnets_in1k,256,22.606,77.394,38.863,61.137,5.58,0.900,bicubic,-55.696,-55.303,-177 -edgenext_x_small.in1k,288,22.592,77.408,39.515,60.485,2.34,1.000,bicubic,-53.114,-53.245,-28 -mobilenetv4_conv_small.e1200_r224_in1k,224,22.553,77.447,40.610,59.390,3.77,0.875,bicubic,-50.883,-50.732,+28 -tf_mobilenetv3_large_100.in1k,224,22.553,77.447,39.765,60.235,5.48,0.875,bilinear,-52.961,-52.837,-19 -tf_efficientnet_b0.in1k,224,22.553,77.447,39.596,60.404,5.29,0.875,bicubic,-53.983,-53.414,-57 -xcit_nano_12_p8_224.fb_in1k,224,22.504,77.496,40.795,59.205,3.05,1.000,bicubic,-51.396,-51.351,+20 -tf_efficientnet_es.in1k,224,22.425,77.575,39.114,60.886,5.44,0.875,bicubic,-54.183,-54.062,-63 -hrnet_w18_small_v2.ms_in1k,224,22.368,77.632,39.938,60.062,15.60,0.875,bilinear,-52.730,-52.480,-11 -convit_tiny.fb_in1k,224,22.264,77.736,39.678,60.322,5.71,0.875,bicubic,-50.862,-52.011,+30 -regnetx_004_tv.tv2_in1k,224,22.242,77.757,39.120,60.880,5.50,0.965,bicubic,-52.342,-53.050,+2 -edgenext_x_small.in1k,256,22.188,77.812,39.044,60.956,2.34,0.900,bicubic,-52.692,-53.260,-7 -regnety_008.pycls_in1k,224,22.131,77.870,38.985,61.015,6.26,0.875,bicubic,-54.204,-54.075,-53 -ese_vovnet19b_dw.ra_in1k,288,22.093,77.907,39.480,60.520,6.54,0.950,bicubic,-55.705,-54.298,-143 -seresnext26t_32x4d.bt_in1k,224,22.015,77.985,38.501,61.499,16.81,0.875,bicubic,-55.965,-55.249,-161 -regnetx_008.pycls_in1k,224,21.981,78.019,38.920,61.080,7.26,0.875,bicubic,-53.081,-53.420,-16 -regnety_006.pycls_in1k,224,21.960,78.040,38.951,61.049,6.06,0.875,bicubic,-53.302,-53.575,-25 -semnasnet_100.rmsp_in1k,224,21.956,78.044,38.702,61.298,3.89,0.875,bicubic,-53.508,-53.910,-30 -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,21.938,78.062,39.433,60.567,6.36,1.000,bicubic,-54.024,-53.843,-50 -resnet26d.bt_in1k,224,21.936,78.064,38.631,61.369,16.01,0.875,bicubic,-54.762,-54.525,-80 -resnet18.a2_in1k,224,21.873,78.127,38.466,61.534,11.69,0.950,bicubic,-48.761,-51.020,+53 -pit_ti_224.in1k,224,21.857,78.143,39.517,60.483,4.85,0.900,bicubic,-51.067,-51.895,+23 -pvt_v2_b0.in1k,224,21.840,78.160,40.140,59.860,3.67,0.900,bicubic,-48.816,-50.072,+50 -regnetx_006.pycls_in1k,224,21.745,78.255,38.940,61.060,6.20,0.875,bicubic,-52.139,-52.726,+4 -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,21.712,78.288,39.321,60.679,5.79,1.000,bicubic,-56.734,-55.231,-212 -crossvit_9_240.in1k,240,21.702,78.298,39.262,60.738,8.55,0.875,bicubic,-52.274,-52.714,-2 -vgg19_bn.tv_in1k,224,21.637,78.363,39.285,60.715,143.68,0.875,bilinear,-52.599,-52.558,-7 -semnasnet_075.rmsp_in1k,224,21.592,78.408,38.947,61.053,2.91,0.875,bicubic,-51.416,-52.179,+14 -resnet18.gluon_in1k,224,21.559,78.441,38.891,61.109,11.69,0.875,bicubic,-49.285,-50.859,+42 -mobilevitv2_075.cvnets_in1k,256,21.549,78.451,38.608,61.392,2.87,0.888,bicubic,-54.055,-54.146,-50 -fbnetc_100.rmsp_in1k,224,21.549,78.451,38.148,61.852,5.57,0.875,bilinear,-53.565,-54.234,-35 -repghostnet_100.in1k,224,21.490,78.510,38.696,61.304,4.07,0.875,bicubic,-52.710,-52.854,-11 -xcit_nano_12_p16_224.fb_in1k,224,21.449,78.551,39.787,60.213,3.05,1.000,bicubic,-48.533,-49.995,+46 -mixnet_s.ft_in1k,224,21.417,78.583,38.228,61.772,4.13,0.875,bicubic,-54.585,-54.572,-68 -ghostnet_100.in1k,224,21.376,78.624,38.128,61.872,5.18,0.875,bicubic,-52.584,-53.414,-10 -mnasnet_100.rmsp_in1k,224,21.370,78.630,37.725,62.275,4.38,0.875,bicubic,-53.292,-54.383,-27 -resnet26.bt_in1k,224,21.295,78.705,38.030,61.970,16.00,0.875,bicubic,-53.997,-54.542,-46 -seresnext26d_32x4d.bt_in1k,224,21.291,78.709,37.326,62.674,16.81,0.875,bicubic,-56.295,-56.284,-154 -resnet18.fb_ssl_yfcc100m_ft_in1k,224,21.290,78.710,39.126,60.874,11.69,0.875,bilinear,-51.346,-52.290,+7 -lcnet_100.ra2_in1k,224,21.284,78.716,38.891,61.109,2.95,0.875,bicubic,-50.844,-51.477,+18 -legacy_seresnext26_32x4d.in1k,224,21.087,78.913,37.641,62.359,16.79,0.875,bicubic,-56.013,-55.691,-124 -crossvit_tiny_240.in1k,240,21.050,78.950,38.061,61.939,7.01,0.875,bicubic,-52.280,-53.849,-6 -efficientvit_m2.r224_in1k,224,21.046,78.954,37.676,62.324,4.19,0.875,bicubic,-49.754,-52.484,+29 -repvgg_a0.rvgg_in1k,224,20.993,79.007,37.601,62.399,9.11,0.875,bilinear,-51.431,-52.913,+4 -resnet18.a2_in1k,288,20.948,79.052,36.847,63.153,11.69,1.000,bicubic,-51.414,-53.769,+5 -regnetx_004.pycls_in1k,224,20.906,79.094,37.562,62.438,5.16,0.875,bicubic,-51.526,-53.286,+1 -seresnext26t_32x4d.bt_in1k,288,20.871,79.129,36.371,63.629,16.81,0.950,bicubic,-57.867,-57.945,-263 -spnasnet_100.rmsp_in1k,224,20.849,79.151,37.922,62.078,4.42,0.875,bilinear,-53.233,-53.906,-26 -legacy_seresnet18.in1k,224,20.830,79.170,37.633,62.367,11.78,0.875,bicubic,-50.912,-52.707,+13 -mobilenetv2_100.ra_in1k,224,20.761,79.239,37.780,62.220,3.50,0.875,bicubic,-52.175,-53.222,-6 -tf_mixnet_s.in1k,224,20.464,79.536,36.629,63.371,4.13,0.875,bicubic,-55.188,-55.999,-73 -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,20.462,79.538,37.615,62.385,5.72,0.900,bicubic,-54.990,-55.239,-63 -regnety_004.pycls_in1k,224,20.427,79.573,37.030,62.970,4.34,0.875,bicubic,-53.579,-54.726,-30 -tf_mobilenetv3_large_075.in1k,224,20.403,79.597,36.800,63.200,3.99,0.875,bilinear,-53.045,-54.544,-22 -hrnet_w18_small.gluon_in1k,224,20.397,79.603,37.018,62.982,13.19,0.875,bicubic,-53.535,-54.154,-29 -hrnet_w18_small.ms_in1k,224,20.352,79.648,37.089,62.911,13.19,0.875,bilinear,-51.982,-53.597,-5 -resnet26d.bt_in1k,288,20.273,79.727,36.356,63.644,16.01,0.950,bicubic,-57.151,-57.274,-160 -resnet18.tv_in1k,224,20.238,79.762,37.258,62.742,11.69,0.875,bilinear,-49.514,-51.822,+23 -mixer_l16_224.goog_in21k_ft_in1k,224,20.142,79.858,32.966,67.034,208.20,0.875,bicubic,-51.948,-54.684,0 -deit_tiny_patch16_224.fb_in1k,224,20.132,79.868,37.576,62.424,5.72,0.900,bicubic,-52.064,-53.524,-3 -tf_mobilenetv3_large_minimal_100.in1k,224,20.130,79.870,36.914,63.086,3.92,0.875,bilinear,-52.140,-53.748,-8 -seresnext26d_32x4d.bt_in1k,288,20.063,79.937,35.241,64.759,16.81,0.950,bicubic,-58.763,-59.017,-287 -efficientvit_m1.r224_in1k,224,19.975,80.025,36.481,63.519,2.98,0.875,bicubic,-48.377,-52.203,+24 -vgg16_bn.tv_in1k,224,19.965,80.035,36.316,63.684,138.37,0.875,bilinear,-53.391,-55.184,-29 -resnet26.bt_in1k,288,19.759,80.241,35.849,64.151,16.00,0.950,bicubic,-56.619,-57.327,-108 -resnet18.a3_in1k,160,19.700,80.300,35.416,64.584,11.69,0.950,bicubic,-45.964,-50.862,+34 -repghostnet_080.in1k,224,19.476,80.524,35.953,64.047,3.28,0.875,bicubic,-52.760,-54.537,-11 -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,19.356,80.644,36.102,63.898,6.34,0.900,bicubic,-52.464,-54.712,-7 -mobileone_s0.apple_in1k,224,19.301,80.699,35.336,64.664,5.29,0.875,bilinear,-52.097,-54.528,-2 -tinynet_c.in1k,184,19.299,80.701,36.016,63.984,2.46,0.875,bicubic,-51.925,-53.730,-1 -edgenext_xx_small.in1k,288,18.870,81.129,35.181,64.820,1.33,1.000,bicubic,-53.015,-55.354,-11 -edgenext_xx_small.in1k,256,18.611,81.389,34.699,65.301,1.33,0.900,bicubic,-52.505,-55.341,-2 -efficientvit_b0.r224_in1k,224,18.472,81.528,33.237,66.763,3.41,0.950,bicubic,-52.932,-56.197,-7 -resnet18.a3_in1k,224,18.434,81.566,33.445,66.555,11.69,0.950,bicubic,-49.812,-54.713,+15 -mobilevit_xs.cvnets_in1k,256,18.340,81.660,33.235,66.765,2.32,0.900,bicubic,-56.292,-59.113,-64 -lcnet_075.ra2_in1k,224,18.114,81.886,34.363,65.637,2.36,0.875,bicubic,-50.670,-54.025,+9 -vgg19.tv_in1k,224,17.931,82.069,33.066,66.934,143.67,0.875,bilinear,-54.469,-57.812,-28 -vgg13_bn.tv_in1k,224,17.819,82.181,34.047,65.953,133.05,0.875,bilinear,-53.737,-56.325,-14 -resnet10t.c3_in1k,176,17.646,82.354,33.512,66.488,5.44,0.875,bicubic,-49.078,-53.462,+16 -vgg16.tv_in1k,224,17.536,82.464,32.756,67.244,138.36,0.875,bilinear,-54.064,-57.642,-17 -regnety_002.pycls_in1k,224,17.456,82.544,32.461,67.539,3.16,0.875,bicubic,-52.838,-57.073,-4 -vgg11_bn.tv_in1k,224,17.395,82.605,32.952,67.048,132.87,0.875,bilinear,-52.989,-56.856,-6 -resnet14t.c3_in1k,176,17.381,82.619,32.115,67.885,10.08,0.875,bicubic,-53.937,-57.565,-15 -mobilevitv2_050.cvnets_in1k,256,17.348,82.652,33.007,66.993,1.37,0.888,bicubic,-52.810,-56.929,-6 -repghostnet_058.in1k,224,17.198,82.802,32.630,67.370,2.55,0.875,bicubic,-51.736,-55.756,-2 -regnetx_002.pycls_in1k,224,16.972,83.028,32.247,67.753,2.68,0.875,bicubic,-51.788,-56.317,0 -mobilenetv3_small_100.lamb_in1k,224,16.850,83.150,32.524,67.476,2.54,0.875,bicubic,-50.788,-55.126,+5 -mobilenetv2_050.lamb_in1k,224,16.721,83.279,31.897,68.103,1.97,0.875,bicubic,-49.209,-54.205,+10 -resnet10t.c3_in1k,224,16.709,83.291,32.139,67.861,5.44,0.950,bicubic,-51.637,-55.883,-1 -tinynet_d.in1k,152,16.695,83.305,32.477,67.523,2.34,0.875,bicubic,-50.271,-54.587,+4 -efficientvit_m0.r224_in1k,224,16.652,83.348,31.946,68.054,2.35,0.875,bicubic,-46.642,-53.204,+12 -mnasnet_small.lamb_in1k,224,16.628,83.372,31.889,68.111,2.03,0.875,bicubic,-49.568,-54.583,+4 -dla60x_c.in1k,224,16.316,83.684,31.747,68.252,1.32,0.875,bilinear,-51.612,-56.678,-2 -tf_mobilenetv3_small_100.in1k,224,16.273,83.727,31.119,68.881,2.54,0.875,bilinear,-51.659,-56.565,-4 -vgg13.tv_in1k,224,16.125,83.875,30.989,69.011,133.05,0.875,bilinear,-53.815,-58.267,-15 -resnet14t.c3_in1k,224,15.999,84.001,30.040,69.960,10.08,0.950,bicubic,-56.243,-60.278,-41 -vgg11.tv_in1k,224,15.715,84.285,30.464,69.536,132.86,0.875,bilinear,-53.333,-58.168,-15 -repghostnet_050.in1k,224,15.601,84.399,30.221,69.779,2.31,0.875,bicubic,-51.379,-56.719,-5 -mobilenetv3_small_075.lamb_in1k,224,14.993,85.007,29.743,70.257,2.04,0.875,bicubic,-50.273,-55.723,+2 -tf_mobilenetv3_small_075.in1k,224,14.968,85.032,29.647,70.353,2.04,0.875,bilinear,-50.764,-56.495,-1 -dla46_c.in1k,224,14.744,85.256,29.354,70.646,1.30,0.875,bilinear,-50.136,-56.976,+1 -mobilevit_xxs.cvnets_in1k,256,14.565,85.435,28.725,71.275,1.27,0.900,bicubic,-54.363,-60.215,-18 -dla46x_c.in1k,224,14.402,85.598,29.236,70.764,1.07,0.875,bilinear,-51.606,-57.710,-6 -tf_mobilenetv3_small_minimal_100.in1k,224,14.257,85.743,28.666,71.334,2.04,0.875,bilinear,-48.637,-55.618,+1 -lcnet_050.ra2_in1k,224,14.237,85.763,28.531,71.469,1.88,0.875,bicubic,-48.893,-55.869,-1 -tinynet_e.in1k,106,12.743,87.257,26.495,73.505,2.04,0.875,bicubic,-47.131,-55.275,0 -mobilenetv3_small_050.lamb_in1k,224,11.004,88.996,23.416,76.584,1.59,0.875,bicubic,-46.920,-56.726,0 -test_byobnet.r160_in1k,160,7.469,92.531,17.552,82.448,0.46,0.875,bicubic,-37.931,-53.058,+1 -test_efficientnet.r160_in1k,160,7.206,92.794,16.758,83.242,0.36,0.875,bicubic,-39.218,-54.200,-1 -test_vit.r160_in1k,160,4.814,95.186,11.802,88.198,0.37,0.875,bicubic,-36.018,-55.404,0 +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,71.7169,28.2831,90.666,9.334,414.14,1.0,bicubic 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+tnt_s_legacy_patch16_224.in1k,224,31.663,68.337,51.1702,48.8298,23.76,0.9,bicubic +convnext_tiny.fb_in22k_ft_in1k,288,31.6434,68.3566,51.7676,48.2324,28.59,1.0,bicubic +resnetv2_50x1_bit.goog_distilled_in1k,224,31.6395,68.3605,51.3117,48.6883,25.55,0.875,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,240,31.6336,68.3664,50.4864,49.5136,7.79,0.9,bicubic +eca_nfnet_l0.ra2_in1k,288,31.6237,68.3763,51.6104,48.3896,24.14,1.0,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,288,31.6178,68.3822,50.6298,49.3702,7.79,1.0,bicubic +focalnet_tiny_srf.ms_in1k,224,31.6159,68.3841,50.8676,49.1324,28.43,0.9,bicubic +resnet50.ram_in1k,224,31.5943,68.4057,50.2053,49.7947,25.56,0.875,bicubic +xception41p.ra3_in1k,299,31.5628,68.4372,50.3684,49.6316,26.91,0.94,bicubic +coatnet_rmlp_nano_rw_224.sw_in1k,224,31.553,68.447,50.2152,49.7848,15.15,0.9,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,31.553,68.447,50.8931,49.1069,8.46,0.9,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k,256,31.5432,68.4568,51.8344,48.1656,18.45,0.888,bicubic +wide_resnet50_2.racm_in1k,288,31.5196,68.4804,50.3822,49.6178,68.88,0.95,bicubic +nf_resnet50.ra2_in1k,256,31.4921,68.5079,50.7654,49.2346,25.56,0.94,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,224,31.4862,68.5138,51.7342,48.2658,6.0,0.965,bicubic +regnety_064.ra3_in1k,288,31.4665,68.5335,50.4903,49.5097,30.58,1.0,bicubic +poolformer_m36.sail_in1k,224,31.4626,68.5374,50.0246,49.9754,56.17,0.95,bicubic +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,31.4547,68.5453,52.1508,47.8492,44.18,0.875,bilinear +flexivit_small.300ep_in1k,240,31.4547,68.5453,49.2248,50.7752,22.06,0.95,bicubic +repvit_m1_0.dist_450e_in1k,224,31.4429,68.5571,50.677,49.323,7.3,0.95,bicubic +rexnet_150.nav_in1k,224,31.4312,68.5688,51.3254,48.6746,9.73,0.875,bicubic +resnet152.a1_in1k,288,31.4312,68.5688,48.6706,51.3294,60.19,1.0,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,31.4154,68.5846,50.844,49.156,14.62,1.0,bilinear +resnet50.b1k_in1k,224,31.4095,68.5905,50.6475,49.3525,25.56,0.95,bicubic +inception_v4.tf_in1k,299,31.3879,68.6121,49.2484,50.7516,42.68,0.875,bicubic +resnet101.tv2_in1k,224,31.3663,68.6337,49.5785,50.4215,44.55,0.965,bilinear +efficientformer_l1.snap_dist_in1k,224,31.3584,68.6416,50.5139,49.4861,12.29,0.95,bicubic +repvit_m2.dist_in1k,224,31.3349,68.6651,50.675,49.325,8.8,0.95,bicubic +pit_s_224.in1k,224,31.325,68.675,49.6846,50.3154,23.46,0.9,bicubic +regnety_032.tv2_in1k,224,31.3113,68.6887,50.1385,49.8615,19.44,0.965,bicubic +swinv2_tiny_window16_256.ms_in1k,256,31.2995,68.7005,49.6826,50.3174,28.35,0.9,bicubic +crossvit_15_240.in1k,240,31.2975,68.7025,50.1975,49.8025,27.53,0.875,bicubic +coatnet_0_rw_224.sw_in1k,224,31.2838,68.7162,48.651,51.349,27.44,0.95,bicubic +vit_srelpos_small_patch16_224.sw_in1k,224,31.2818,68.7182,50.2643,49.7357,21.97,0.9,bicubic +crossvit_small_240.in1k,240,31.2739,68.7261,50.1936,49.8064,26.86,0.875,bicubic +cait_xxs36_224.fb_dist_in1k,224,31.272,68.728,50.6239,49.3761,17.3,1.0,bicubic +repvit_m1_0.dist_300e_in1k,224,31.2622,68.7378,50.8224,49.1776,7.3,0.95,bicubic +cspresnet50.ra_in1k,256,31.2563,68.7437,51.2409,48.7591,21.62,0.887,bilinear +swinv2_cr_small_224.sw_in1k,224,31.2543,68.7457,48.761,51.239,49.7,0.9,bicubic +hgnetv2_b0.ssld_stage1_in22k_in1k,288,31.2386,68.7614,51.5101,48.4899,6.0,1.0,bicubic +convmixer_768_32.in1k,224,31.2346,68.7654,50.9364,49.0636,21.11,0.96,bicubic +cspresnext50.ra_in1k,256,31.2209,68.7791,50.9108,49.0892,20.57,0.887,bilinear +swin_s3_tiny_224.ms_in1k,224,31.2189,68.7811,49.7141,50.2859,28.33,0.9,bicubic +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,31.2189,68.7811,51.1034,48.8966,15.25,0.95,bicubic +coat_mini.in1k,224,31.213,68.787,49.7868,50.2132,10.34,0.9,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,31.213,68.787,50.339,49.661,8.46,0.95,bicubic +regnetv_040.ra3_in1k,288,31.213,68.787,50.1091,49.8909,20.64,1.0,bicubic +xcit_tiny_12_p8_384.fb_dist_in1k,384,31.2012,68.7988,50.5119,49.4881,6.71,1.0,bicubic +resnet50d.ra4_e3600_r224_in1k,224,31.1895,68.8105,49.8949,50.1051,25.58,0.95,bicubic +resnet152.tv2_in1k,176,31.1757,68.8243,48.7374,51.2626,60.19,0.875,bilinear +fastvit_sa12.apple_dist_in1k,256,31.1718,68.8282,49.9892,50.0108,11.58,0.9,bicubic +resnet101.a1_in1k,224,31.1619,68.8381,48.0516,51.9484,44.55,0.95,bicubic +ecaresnetlight.miil_in1k,224,31.1521,68.8479,50.2623,49.7377,30.16,0.875,bicubic +resnet101s.gluon_in1k,224,31.1462,68.8538,49.8202,50.1798,44.67,0.875,bicubic +convnext_nano.d1h_in1k,224,31.1403,68.8597,50.0717,49.9283,15.59,0.95,bicubic +repvit_m0_9.dist_300e_in1k,224,31.1305,68.8695,50.7693,49.2307,5.49,0.95,bicubic +edgenext_small.usi_in1k,320,31.1226,68.8774,50.1602,49.8398,5.59,1.0,bicubic +resnet152.a3_in1k,160,31.1167,68.8833,49.2602,50.7398,60.19,0.95,bicubic +coatnet_nano_rw_224.sw_in1k,224,31.103,68.897,49.5746,50.4254,15.14,0.9,bicubic +resmlp_36_224.fb_distilled_in1k,224,31.0991,68.9009,49.6925,50.3075,44.69,0.875,bicubic +tf_efficientnet_cc_b0_8e.in1k,224,31.0892,68.9108,50.7949,49.2051,24.01,0.875,bicubic +ecaresnet50d.miil_in1k,224,31.0853,68.9147,50.8695,49.1305,25.58,0.875,bicubic +convnext_nano_ols.d1h_in1k,224,31.0676,68.9324,49.8281,50.1719,15.65,0.95,bicubic +ecaresnet50t.ra2_in1k,320,31.046,68.954,50.6003,49.3997,25.57,0.95,bicubic +resnet50d.ra2_in1k,224,31.0381,68.9619,49.8438,50.1562,25.58,0.875,bicubic +cs3sedarknet_x.c2ns_in1k,288,31.0264,68.9736,50.1621,49.8379,35.4,1.0,bicubic +gcresnet50t.ra2_in1k,256,31.0205,68.9795,50.1248,49.8752,25.9,0.9,bicubic +resnet152.a2_in1k,224,31.0126,68.9874,47.7981,52.2019,60.19,0.95,bicubic +regnety_160.tv2_in1k,224,31.0106,68.9894,49.1049,50.8951,83.59,0.965,bicubic +resnext101_64x4d.gluon_in1k,224,31.0106,68.9894,48.5331,51.4669,83.46,0.875,bicubic +cspdarknet53.ra_in1k,256,31.0067,68.9933,50.392,49.608,27.64,0.887,bilinear +tresnet_m.miil_in1k,224,31.0008,68.9992,48.6942,51.3058,31.39,0.875,bilinear +resnet152c.gluon_in1k,224,30.9949,69.0051,48.9497,51.0503,60.21,0.875,bicubic +twins_svt_small.in1k,224,30.9713,69.0287,49.2346,50.7654,24.06,0.9,bicubic +gcresnet50t.ra2_in1k,288,30.9576,69.0424,50.0678,49.9322,25.9,1.0,bicubic +resnext50_32x4d.a1h_in1k,224,30.9163,69.0837,49.2405,50.7595,25.03,0.95,bicubic +cs3sedarknet_x.c2ns_in1k,256,30.9163,69.0837,49.9715,50.0285,35.4,0.887,bicubic +regnety_080_tv.tv2_in1k,224,30.9124,69.0876,48.706,51.294,39.38,0.965,bicubic +ecaresnet101d_pruned.miil_in1k,224,30.9045,69.0955,50.0147,49.9853,24.88,0.875,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,288,30.9045,69.0955,51.0484,48.9516,6.0,1.0,bicubic +tf_efficientnet_cc_b1_8e.in1k,240,30.8927,69.1073,50.0835,49.9165,39.72,0.882,bicubic +resmlp_24_224.fb_distilled_in1k,224,30.8908,69.1092,50.1444,49.8556,30.02,0.875,bicubic +resnetaa50.a1h_in1k,224,30.8849,69.1151,49.5136,50.4864,25.56,0.95,bicubic +resnet50.b2k_in1k,224,30.8829,69.1171,49.3938,50.6062,25.56,0.95,bicubic +tf_efficientnetv2_b3.in1k,300,30.8829,69.1171,49.8084,50.1916,14.36,0.904,bicubic +repvit_m0_9.dist_450e_in1k,224,30.879,69.121,50.1444,49.8556,5.49,0.95,bicubic +resnext101_32x4d.gluon_in1k,224,30.8731,69.1269,48.5429,51.4571,44.18,0.875,bicubic +tf_efficientnet_lite4.in1k,380,30.8377,69.1623,50.3999,49.6001,13.01,0.92,bilinear +resnet50.c1_in1k,224,30.8318,69.1682,49.4645,50.5355,25.56,0.95,bicubic +cs3darknet_x.c2ns_in1k,256,30.8259,69.1741,49.6984,50.3016,35.05,0.95,bicubic +resnetaa50d.sw_in12k_ft_in1k,288,30.8181,69.1819,50.5826,49.4174,25.58,1.0,bicubic +efficientvit_b1.r288_in1k,288,30.7905,69.2095,49.9754,50.0246,9.1,1.0,bicubic +resnetv2_50d_evos.ah_in1k,224,30.7571,69.2429,48.8121,51.1879,25.59,0.95,bicubic +dpn68b.ra_in1k,224,30.7473,69.2527,49.5058,50.4942,12.61,0.95,bicubic +wide_resnet50_2.tv2_in1k,176,30.7257,69.2743,48.8888,51.1112,68.88,0.875,bilinear +nf_resnet50.ra2_in1k,288,30.7178,69.2822,49.9519,50.0481,25.56,0.94,bicubic +xcit_tiny_24_p16_224.fb_in1k,224,30.7159,69.2841,50.3901,49.6099,12.12,1.0,bicubic +poolformer_s36.sail_in1k,224,30.708,69.292,49.4626,50.5374,30.86,0.9,bicubic +ese_vovnet39b.ra_in1k,224,30.6943,69.3057,49.885,50.115,24.57,0.875,bicubic +resnetv2_34.ra4_e3600_r224_in1k,224,30.6746,69.3254,49.0106,50.9894,21.8,0.9,bicubic +hgnet_small.paddle_in1k,288,30.6609,69.3391,49.9617,50.0383,24.36,1.0,bicubic +dpn107.mx_in1k,224,30.6569,69.3431,48.7473,51.2527,86.92,0.875,bicubic +resnet152.gluon_in1k,224,30.6392,69.3608,48.5252,51.4748,60.19,0.875,bicubic +tresnet_xl.miil_in1k_448,448,30.6333,69.3667,49.1167,50.8833,78.44,0.875,bilinear +resnet50.a1h_in1k,224,30.6255,69.3745,49.4193,50.5807,25.56,1.0,bicubic +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,30.6157,69.3843,50.6907,49.3093,25.03,0.875,bilinear +haloregnetz_b.ra3_in1k,224,30.5901,69.4099,48.985,51.015,11.68,0.94,bicubic +resnetv2_34.ra4_e3600_r224_in1k,288,30.5665,69.4335,48.5586,51.4414,21.8,1.0,bicubic +hgnet_tiny.paddle_in1k,224,30.5606,69.4394,50.1091,49.8909,14.74,0.965,bicubic +regnetx_080.tv2_in1k,224,30.5567,69.4433,48.0929,51.9071,39.57,0.965,bicubic +pit_xs_distilled_224.in1k,224,30.5547,69.4453,50.1719,49.8281,11.0,0.9,bicubic +regnetz_b16.ra3_in1k,224,30.5371,69.4629,49.2975,50.7025,9.72,0.94,bicubic +resnet50.a1h_in1k,176,30.5351,69.4649,49.3093,50.6907,25.56,0.9,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,30.5312,69.4688,50.5689,49.4311,18.45,1.0,bicubic +resnet101d.gluon_in1k,224,30.5154,69.4846,47.977,52.023,44.57,0.875,bicubic +resnest26d.gluon_in1k,224,30.4938,69.5062,50.6416,49.3584,17.07,0.875,bilinear +efficientnet_b2.ra_in1k,288,30.4919,69.5081,49.6984,50.3016,9.11,1.0,bicubic +resnet50.ram_in1k,288,30.4467,69.5533,49.0204,50.9796,25.56,0.95,bicubic +efficientformerv2_s1.snap_dist_in1k,224,30.4447,69.5553,49.6198,50.3802,6.19,0.95,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,384,30.4368,69.5632,48.9222,51.0778,21.82,1.0,bicubic +cs3darknet_x.c2ns_in1k,288,30.4349,69.5651,49.1796,50.8204,35.05,1.0,bicubic +tf_efficientnet_b1.ap_in1k,240,30.4329,69.5671,49.604,50.396,7.79,0.882,bicubic +resnetv2_50.a1h_in1k,224,30.429,69.571,48.9182,51.0818,25.55,0.95,bicubic +resnet50d.ra2_in1k,288,30.4054,69.5946,48.7689,51.2311,25.58,0.95,bicubic +twins_pcpvt_small.in1k,224,30.4015,69.5985,49.382,50.618,24.11,0.9,bicubic +resnet50.d_in1k,224,30.3995,69.6005,48.1637,51.8363,25.56,0.95,bicubic +xcit_tiny_12_p16_384.fb_dist_in1k,384,30.3936,69.6064,50.1051,49.8949,6.72,1.0,bicubic +ecaresnetlight.miil_in1k,288,30.3661,69.6339,49.1874,50.8126,30.16,0.95,bicubic +ecaresnet101d_pruned.miil_in1k,288,30.3602,69.6398,48.82,51.18,24.88,0.95,bicubic +tf_efficientnet_b5.in1k,456,30.3504,69.6496,49.7711,50.2289,30.39,0.934,bicubic +resnet34.ra4_e3600_r224_in1k,288,30.3386,69.6614,48.7885,51.2115,21.8,1.0,bicubic +visformer_small.in1k,224,30.3248,69.6752,48.315,51.685,40.22,0.9,bicubic +tf_efficientnetv2_b2.in1k,208,30.315,69.685,49.0401,50.9599,10.1,0.89,bicubic +resnet101.a1_in1k,288,30.3111,69.6889,46.5543,53.4457,44.55,1.0,bicubic +regnety_040.ra3_in1k,288,30.3052,69.6948,48.8848,51.1152,20.65,1.0,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k,256,30.2737,69.7263,49.2955,50.7045,14.25,0.888,bicubic +resnet50.c2_in1k,224,30.26,69.74,48.4702,51.5298,25.56,0.95,bicubic +regnetx_160.tv2_in1k,224,30.2541,69.7459,47.0475,52.9525,54.28,0.965,bicubic +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,30.2246,69.7754,48.7158,51.2842,119.42,0.9,bicubic +resnet50.b1k_in1k,288,30.2069,69.7931,49.1874,50.8126,25.56,1.0,bicubic +mambaout_kobe.in1k,224,30.1912,69.8088,49.382,50.618,9.14,1.0,bicubic +tnt_s_patch16_224.in1k,224,30.1912,69.8088,48.9104,51.0896,23.77,0.9,bicubic +fastvit_s12.apple_dist_in1k,256,30.1873,69.8127,48.9497,51.0503,9.47,0.9,bicubic +cs3sedarknet_l.c2ns_in1k,256,30.1833,69.8167,49.5529,50.4471,21.91,0.887,bicubic +seresnext50_32x4d.racm_in1k,288,30.1696,69.8304,49.0912,50.9088,27.56,0.95,bicubic +resnet50.b2k_in1k,288,30.1578,69.8422,48.2855,51.7145,25.56,1.0,bicubic +wide_resnet50_2.tv2_in1k,224,30.1499,69.8501,48.3582,51.6418,68.88,0.965,bilinear +efficientnet_b0.ra4_e3600_r224_in1k,256,30.1381,69.8619,49.0243,50.9757,5.29,1.0,bicubic +regnety_016.tv2_in1k,224,30.1322,69.8678,49.2778,50.7222,11.2,0.965,bicubic +resnet50d.ra4_e3600_r224_in1k,288,30.1264,69.8736,48.6372,51.3628,25.58,1.0,bicubic +resnet34.ra4_e3600_r224_in1k,224,30.1264,69.8736,48.7728,51.2272,21.8,0.9,bicubic +resnet101.tv2_in1k,176,30.0929,69.9071,48.0909,51.9091,44.55,0.875,bilinear +nf_regnet_b1.ra2_in1k,256,30.0871,69.9129,50.17,49.83,10.22,0.9,bicubic +seresnet50.ra2_in1k,224,30.0871,69.9129,49.3211,50.6789,28.09,0.875,bicubic +convmixer_1024_20_ks9_p14.in1k,224,30.0694,69.9306,49.9263,50.0737,24.38,0.96,bicubic +dpn68b.ra_in1k,288,30.0694,69.9306,48.1931,51.8069,12.61,1.0,bicubic +legacy_senet154.in1k,224,30.0615,69.9385,48.0104,51.9896,115.09,0.875,bilinear +halo2botnet50ts_256.a1h_in1k,256,30.0419,69.9581,48.5154,51.4846,22.64,0.95,bicubic +efficientnet_el.ra_in1k,300,30.0399,69.9601,48.8357,51.1643,10.59,0.904,bicubic +tf_efficientnet_b2.aa_in1k,260,30.0281,69.9719,49.608,50.392,9.11,0.89,bicubic +xcit_tiny_12_p16_224.fb_dist_in1k,224,30.0026,69.9974,49.6374,50.3626,6.72,1.0,bicubic +fbnetv3_d.ra2_in1k,224,29.9986,70.0014,49.9322,50.0678,10.31,0.95,bilinear +dpn98.mx_in1k,224,29.9731,70.0269,48.1656,51.8344,61.57,0.875,bicubic +resnet101.a2_in1k,224,29.9691,70.0309,47.0003,52.9997,44.55,0.95,bicubic +resnext50_32x4d.a1h_in1k,288,29.9672,70.0328,48.2383,51.7617,25.03,1.0,bicubic +mobilevitv2_150.cvnets_in22k_ft_in1k,256,29.9652,70.0348,49.2621,50.7379,10.59,0.888,bicubic +resnetv2_50d_gn.ah_in1k,288,29.9475,70.0525,48.2265,51.7735,25.57,1.0,bicubic +dpn131.mx_in1k,224,29.9416,70.0584,48.0497,51.9503,79.25,0.875,bicubic +dpn92.mx_in1k,224,29.92,70.08,49.1423,50.8577,37.67,0.875,bicubic +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,29.9141,70.0859,51.1053,48.8947,44.54,1.0,bilinear +senet154.gluon_in1k,224,29.8847,70.1153,47.8826,52.1174,115.09,0.875,bicubic +tf_efficientnet_b4.in1k,380,29.8847,70.1153,49.0479,50.9521,19.34,0.922,bicubic +convnextv2_pico.fcmae_ft_in1k,288,29.8827,70.1173,48.7748,51.2252,9.07,0.95,bicubic +legacy_xception.tf_in1k,299,29.8709,70.1291,48.7316,51.2684,22.86,0.8975,bicubic +resnet50.tv2_in1k,224,29.8689,70.1311,48.0457,51.9543,25.56,0.965,bilinear +cs3sedarknet_l.c2ns_in1k,288,29.8316,70.1684,49.099,50.901,21.91,0.95,bicubic +inception_v3.tf_adv_in1k,299,29.8277,70.1723,47.861,52.139,23.83,0.875,bicubic +resnet152.a2_in1k,288,29.81,70.19,45.9451,54.0549,60.19,1.0,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,224,29.8041,70.1959,48.9143,51.0857,5.29,0.9,bicubic +vit_base_patch16_384.augreg_in1k,384,29.8002,70.1998,48.3562,51.6438,86.86,1.0,bicubic +resnetaa50.a1h_in1k,288,29.7962,70.2038,48.0143,51.9857,25.56,1.0,bicubic +efficientvit_b1.r224_in1k,224,29.7844,70.2156,48.203,51.797,9.1,0.95,bicubic +fbnetv3_d.ra2_in1k,256,29.7628,70.2372,49.4743,50.5257,10.31,0.95,bilinear +ese_vovnet39b.ra_in1k,288,29.7432,70.2568,49.0597,50.9403,24.57,0.95,bicubic +resmlp_36_224.fb_in1k,224,29.7392,70.2608,48.9163,51.0837,44.69,0.875,bicubic +lamhalobotnet50ts_256.a1h_in1k,256,29.7373,70.2627,48.3464,51.6536,22.57,0.95,bicubic +edgenext_small_rw.sw_in1k,256,29.7294,70.2706,49.1933,50.8067,7.83,0.9,bicubic +ecaresnet50t.a1_in1k,224,29.7235,70.2765,47.527,52.473,25.57,0.95,bicubic +resnet101.a3_in1k,160,29.7176,70.2824,47.6626,52.3374,44.55,0.95,bicubic +resnet50.ra_in1k,224,29.696,70.304,48.5292,51.4708,25.56,0.875,bicubic +convnext_nano.d1h_in1k,288,29.696,70.304,47.9259,52.0741,15.59,1.0,bicubic +resnet50.c1_in1k,288,29.694,70.306,48.4643,51.5357,25.56,1.0,bicubic +resnet50.tv2_in1k,176,29.6842,70.3158,48.1027,51.8973,25.56,0.875,bilinear +fastvit_sa12.apple_in1k,256,29.6803,70.3197,48.5743,51.4257,11.58,0.9,bicubic +efficientvit_b1.r256_in1k,256,29.6606,70.3394,48.2481,51.7519,9.1,1.0,bicubic +vit_base_patch32_384.augreg_in1k,384,29.6606,70.3394,49.0047,50.9953,88.3,1.0,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,448,29.6528,70.3472,48.1676,51.8324,21.82,1.0,bicubic +fastvit_t12.apple_dist_in1k,256,29.6469,70.3531,48.5134,51.4866,7.55,0.9,bicubic +efficientnet_b2.ra_in1k,256,29.6429,70.3571,48.8809,51.1191,9.11,0.875,bicubic +resnet50.a1_in1k,224,29.641,70.359,46.737,53.263,25.56,0.95,bicubic +resnetblur50.bt_in1k,224,29.6233,70.3767,48.256,51.744,25.56,0.875,bicubic +nest_tiny_jx.goog_in1k,224,29.582,70.418,46.9925,53.0075,17.06,0.875,bicubic +ecaresnet50d.miil_in1k,288,29.5801,70.4199,48.9949,51.0051,25.58,0.95,bicubic +resnet50_gn.a1h_in1k,224,29.5702,70.4298,48.3032,51.6968,25.56,0.94,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,288,29.5545,70.4455,47.4248,52.5752,21.82,1.0,bicubic +cs3darknet_l.c2ns_in1k,256,29.5408,70.4592,48.3739,51.6261,21.16,0.887,bicubic +resnet152.a3_in1k,224,29.5309,70.4691,47.0062,52.9938,60.19,0.95,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,224,29.5172,70.4828,47.5722,52.4278,21.82,0.9,bicubic +gcresnext50ts.ch_in1k,288,29.5093,70.4907,47.8512,52.1488,15.67,1.0,bicubic +efficientnet_em.ra2_in1k,240,29.4995,70.5005,48.9438,51.0562,6.9,0.882,bicubic +resnext50_32x4d.tv2_in1k,224,29.4956,70.5044,47.246,52.754,25.03,0.965,bilinear +cs3darknet_l.c2ns_in1k,288,29.4818,70.5182,48.2403,51.7597,21.16,0.95,bicubic +resnetv2_50.a1h_in1k,288,29.4484,70.5516,47.4936,52.5064,25.55,1.0,bicubic +gcresnext50ts.ch_in1k,256,29.4464,70.5536,47.8826,52.1174,15.67,0.9,bicubic +resnext101_32x8d.tv_in1k,224,29.4445,70.5555,48.4918,51.5082,88.79,0.875,bilinear +mobileone_s4.apple_in1k,224,29.4386,70.5614,47.9966,52.0034,14.95,0.9,bilinear +deit_small_patch16_224.fb_in1k,224,29.4347,70.5653,48.2678,51.7322,22.05,0.9,bicubic +sebotnet33ts_256.a1h_in1k,256,29.4268,70.5732,47.1497,52.8503,13.7,0.94,bicubic +nf_regnet_b1.ra2_in1k,288,29.4229,70.5771,49.4213,50.5787,10.22,0.9,bicubic +resnet50.fb_ssl_yfcc100m_ft_in1k,224,29.4189,70.5811,49.7829,50.2171,25.56,0.875,bilinear +coat_lite_mini.in1k,224,29.3973,70.6027,47.6744,52.3256,11.01,0.9,bicubic +cait_xxs24_384.fb_dist_in1k,384,29.3855,70.6145,48.7433,51.2567,12.03,1.0,bicubic +repvit_m1.dist_in1k,224,29.3836,70.6164,48.5252,51.4748,5.49,0.95,bicubic +resnetv2_50d_evos.ah_in1k,288,29.3796,70.6204,47.2735,52.7265,25.59,1.0,bicubic +resnext50_32x4d.a1_in1k,224,29.3698,70.6302,46.2379,53.7621,25.03,0.95,bicubic +edgenext_small_rw.sw_in1k,320,29.3659,70.6341,48.7296,51.2704,7.83,1.0,bicubic +resnext50_32x4d.ra_in1k,224,29.358,70.642,47.4051,52.5949,25.03,0.875,bicubic +swin_tiny_patch4_window7_224.ms_in1k,224,29.3502,70.6498,47.584,52.416,28.29,0.9,bicubic +convnext_nano_ols.d1h_in1k,288,29.3423,70.6577,47.411,52.589,15.65,1.0,bicubic +resnet34d.ra2_in1k,224,29.3285,70.6715,48.4309,51.5691,21.82,0.875,bicubic +regnetz_b16.ra3_in1k,288,29.3207,70.6793,47.9043,52.0957,9.72,1.0,bicubic +cait_xxs24_224.fb_dist_in1k,224,29.3089,70.6911,48.5252,51.4748,11.96,1.0,bicubic +eca_resnet33ts.ra2_in1k,288,29.2794,70.7206,48.9143,51.0857,19.68,1.0,bicubic +resnet50.d_in1k,288,29.2637,70.7363,47.2145,52.7855,25.56,1.0,bicubic +pvt_v2_b1.in1k,224,29.2578,70.7422,48.9575,51.0425,14.01,0.9,bicubic +resnet34.a1_in1k,224,29.2578,70.7422,47.1084,52.8916,21.8,0.95,bicubic +maxvit_rmlp_pico_rw_256.sw_in1k,256,29.248,70.752,47.7392,52.2608,7.52,0.95,bicubic +resnet50.c2_in1k,288,29.246,70.754,47.1615,52.8385,25.56,1.0,bicubic +ecaresnet50d_pruned.miil_in1k,224,29.2205,70.7795,48.4682,51.5318,19.94,0.875,bicubic +poolformer_s24.sail_in1k,224,29.2087,70.7913,48.1224,51.8776,21.39,0.9,bicubic +gcvit_xxtiny.in1k,224,29.1929,70.8071,48.3759,51.6241,12.0,0.875,bicubic +tresnet_l.miil_in1k_448,448,29.1831,70.8169,47.2617,52.7383,55.99,0.875,bilinear +seresnet50.ra2_in1k,288,29.1576,70.8424,47.7431,52.2569,28.09,0.95,bicubic +lambda_resnet50ts.a1h_in1k,256,29.1301,70.8699,46.9728,53.0272,21.54,0.95,bicubic +inception_v3.gluon_in1k,299,29.1301,70.8699,46.9532,53.0468,23.83,0.875,bicubic +resnet101.a2_in1k,288,29.1006,70.8994,45.7309,54.2691,44.55,1.0,bicubic +resnet50d.a1_in1k,224,29.0986,70.9014,46.004,53.996,25.58,0.95,bicubic +eca_resnet33ts.ra2_in1k,256,29.0986,70.9014,48.8219,51.1781,19.68,0.9,bicubic +cs3darknet_focus_l.c2ns_in1k,256,29.079,70.921,47.6783,52.3217,21.15,0.887,bicubic +convnext_pico_ols.d1_in1k,224,29.0554,70.9446,47.9711,52.0289,9.06,0.95,bicubic +xception71.tf_in1k,299,29.0554,70.9446,47.4071,52.5929,42.34,0.903,bicubic +resnext50_32x4d.tv2_in1k,176,29.0338,70.9662,46.8235,53.1765,25.03,0.875,bilinear +hrnet_w64.ms_in1k,224,29.0279,70.9721,47.1064,52.8936,128.06,0.875,bilinear +resnet34d.ra2_in1k,288,29.02,70.98,48.0693,51.9307,21.82,0.95,bicubic +regnetx_032.tv2_in1k,224,28.9807,71.0193,47.0534,52.9466,15.3,0.965,bicubic +cs3darknet_focus_l.c2ns_in1k,288,28.9788,71.0212,47.6075,52.3925,21.15,0.95,bicubic +vit_small_patch32_384.augreg_in21k_ft_in1k,384,28.9257,71.0743,48.9477,51.0523,22.92,1.0,bicubic +xcit_tiny_12_p8_224.fb_in1k,224,28.9139,71.0861,47.4955,52.5045,6.71,1.0,bicubic +tf_efficientnet_b0.ns_jft_in1k,224,28.908,71.092,48.9674,51.0326,5.29,0.875,bicubic +resnet101.gluon_in1k,224,28.9002,71.0998,46.4187,53.5813,44.55,0.875,bicubic +xception65.tf_in1k,299,28.8943,71.1057,47.132,52.868,39.92,0.903,bicubic +tf_efficientnet_b1.aa_in1k,240,28.8844,71.1156,47.5447,52.4553,7.79,0.882,bicubic 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+test_vit3.r160_in1k,160,13.5118,86.4882,28.1849,71.8151,0.93,0.95,bicubic +tinynet_e.in1k,106,12.7434,87.2566,26.4949,73.5051,2.04,0.875,bicubic +test_convnext3.r160_in1k,160,12.372,87.628,26.2139,73.7861,0.47,0.95,bicubic +test_convnext2.r160_in1k,160,12.2895,87.7105,26.4615,73.5385,0.48,0.95,bicubic +mobilenetv3_small_050.lamb_in1k,224,11.0456,88.9544,23.4805,76.5195,1.59,0.875,bicubic +test_convnext.r160_in1k,160,10.2478,89.7522,23.7969,76.2031,0.27,0.95,bicubic +test_resnet.r160_in1k,160,9.2653,90.7347,21.8593,78.1407,0.47,0.95,bilinear +test_efficientnet_evos.r160_in1k,160,8.8605,91.1395,19.6879,80.3121,0.36,0.95,bicubic +test_nfnet.r160_in1k,160,8.5893,91.4107,19.5524,80.4476,0.38,0.95,bicubic +test_efficientnet_ln.r160_in1k,160,8.2768,91.7232,19.0807,80.9193,0.36,0.95,bicubic +test_efficientnet_gn.r160_in1k,160,7.9624,92.0376,18.1749,81.8251,0.36,0.95,bicubic +test_byobnet.r160_in1k,160,7.7738,92.2262,17.8663,82.1337,0.46,0.95,bicubic +test_efficientnet.r160_in1k,160,7.3611,92.6389,17.1727,82.8273,0.36,0.95,bicubic +test_vit2.r160_in1k,160,5.6083,94.3917,14.058,85.942,0.46,0.95,bicubic +test_vit.r160_in1k,160,4.8616,95.1384,11.9535,88.0465,0.37,0.95,bicubic +resmlp_12_224.fb_dino,224,0.0963,99.9037,0.5404,99.4596,15.35,0.875,bicubic +resmlp_24_224.fb_dino,224,0.0884,99.9116,0.5247,99.4753,30.02,0.875,bicubic From 0ee47ad60203d09d5430fed06200df64a63885c0 Mon Sep 17 00:00:00 2001 From: Ross Wightman Date: Thu, 30 Oct 2025 16:13:16 -0700 Subject: [PATCH 2/2] Add ranking for ood --- results/results-imagenet-a-clean.csv | 3114 ++++++++-------- results/results-imagenet-a.csv | 3116 ++++++++--------- results/results-imagenet-r-clean.csv | 3114 ++++++++-------- results/results-imagenet-r.csv | 3116 ++++++++--------- results/results-imagenet-real.csv | 3116 ++++++++--------- results/results-imagenet.csv | 2544 +++++++------- .../results-imagenetv2-matched-frequency.csv | 3116 ++++++++--------- results/results-sketch.csv | 3116 ++++++++--------- 8 files changed, 12168 insertions(+), 12184 deletions(-) diff --git a/results/results-imagenet-a-clean.csv b/results/results-imagenet-a-clean.csv index 34edb7f86d..205b8cf02a 100644 --- a/results/results-imagenet-a-clean.csv +++ b/results/results-imagenet-a-clean.csv @@ -1,1559 +1,1557 @@ model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.94,1.06,99.91,0.09,305.08,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,98.85,1.15,99.84,0.16,305.08,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.83,1.17,99.87,0.13,305.08,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,98.82,1.18,99.9,0.1,1014.45,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,98.81,1.19,99.82,0.18,1013.01,1.0,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.81,1.19,99.9,0.1,1013.01,1.0,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,98.78,1.22,99.83,0.17,414.14,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,98.75,1.25,99.81,0.19,304.53,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,98.73,1.27,99.79,0.21,305.08,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,98.72,1.28,99.87,0.13,304.53,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,98.67,1.33,99.86,0.14,660.29,1.0,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,98.64,1.36,99.8,0.2,119.88,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,98.62,1.38,99.8,0.2,87.12,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,98.62,1.38,99.83,0.17,429.38,1.0,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,98.62,1.38,99.8,0.2,475.77,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,98.61,1.39,99.79,0.21,212.33,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,98.59,1.41,99.87,0.13,660.29,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,98.56,1.44,99.83,0.17,305.67,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,98.55,1.45,99.76,0.24,304.43,0.95,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,98.54,1.46,99.82,0.18,480.31,0.96,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,98.52,1.48,99.75,0.25,119.65,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,98.5,1.5,99.84,0.16,480.31,0.936,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,98.5,1.5,99.82,0.18,305.0,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,98.5,1.5,99.78,0.22,475.32,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,98.49,1.51,99.75,0.25,212.03,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,98.48,1.52,99.75,0.25,200.13,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,98.46,1.54,99.75,0.25,304.76,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,98.46,1.54,99.75,0.25,1012.56,0.9,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,98.45,1.55,99.8,0.2,846.47,1.0,bicubic -regnety_1280.swag_ft_in1k,384,98.45,1.55,99.87,0.13,644.81,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,98.44,1.56,99.82,0.18,98.75,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,98.44,1.56,99.82,0.18,87.12,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.43,1.57,99.82,0.18,632.46,1.0,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,98.42,1.58,99.77,0.23,304.14,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,98.42,1.58,99.81,0.19,350.2,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,98.4,1.6,99.81,0.19,136.5,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,98.38,1.62,99.76,0.24,197.96,1.0,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,98.36,1.64,99.83,0.17,304.14,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,98.36,1.64,99.78,0.22,88.72,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,98.34,1.66,99.76,0.24,101.66,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.33,1.67,99.76,0.24,304.53,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,98.29,1.71,99.78,0.22,632.05,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,98.28,1.72,99.77,0.23,200.13,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,98.27,1.73,99.77,0.23,304.53,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,98.26,1.74,99.83,0.17,99.88,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,98.26,1.74,99.75,0.25,197.77,1.0,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,98.26,1.74,99.78,0.22,116.09,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,98.26,1.74,99.76,0.24,200.13,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,98.25,1.75,99.8,0.2,304.72,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,98.24,1.76,99.81,0.19,136.33,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,98.23,1.77,99.72,0.28,304.2,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,98.23,1.77,99.72,0.28,304.53,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,98.22,1.78,99.73,0.27,136.06,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,98.2,1.8,99.77,0.23,134.42,1.0,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,98.2,1.8,99.78,0.22,149.39,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,98.19,1.81,99.67,0.33,86.86,0.95,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,98.18,1.82,99.78,0.22,116.14,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,98.17,1.83,99.73,0.27,64.27,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,98.17,1.83,99.73,0.27,632.13,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,98.17,1.83,99.76,0.24,304.43,0.9,bicubic -caformer_b36.sail_in22k_ft_in1k,224,98.17,1.83,99.77,0.23,98.75,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,98.17,1.83,99.75,0.25,304.37,1.0,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,98.16,1.84,99.71,0.29,196.74,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,98.16,1.84,99.66,0.34,304.2,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,98.15,1.85,99.75,0.25,56.2,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,98.15,1.85,99.78,0.22,87.92,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,288,98.13,1.87,99.75,0.25,197.77,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,98.12,1.88,99.67,0.33,101.66,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,98.12,1.88,99.78,0.22,197.96,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,98.12,1.88,99.77,0.23,350.2,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,98.1,1.9,99.65,0.35,88.59,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,98.09,1.91,99.76,0.24,304.2,1.0,bicubic -regnety_320.swag_ft_in1k,384,98.08,1.92,99.86,0.14,145.05,1.0,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,98.07,1.93,99.7,0.3,73.88,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,98.07,1.93,99.77,0.23,304.57,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,98.06,1.94,99.75,0.25,88.72,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,98.05,1.95,99.74,0.26,304.57,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,98.05,1.95,99.75,0.25,88.59,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,98.03,1.97,99.73,0.27,632.05,1.0,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,98.03,1.97,99.69,0.31,196.74,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,98.02,1.98,99.69,0.31,57.05,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,98.01,1.99,99.66,0.34,86.86,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,98.0,2.0,99.72,0.28,39.3,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,97.98,2.02,99.7,0.3,200.13,1.0,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,97.97,2.03,99.61,0.39,672.78,0.9,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,97.96,2.04,99.7,0.3,93.59,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.95,2.05,99.74,0.26,93.59,0.95,bicubic -convformer_b36.sail_in22k_ft_in1k,224,97.95,2.05,99.76,0.24,99.88,1.0,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,97.94,2.06,99.79,0.21,57.87,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,97.93,2.07,99.68,0.32,93.59,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,97.93,2.07,99.77,0.23,197.96,0.875,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,97.92,2.08,99.68,0.32,350.2,0.875,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,97.92,2.08,99.66,0.34,304.43,0.95,bicubic -convnextv2_huge.fcmae_ft_in1k,288,97.91,2.09,99.68,0.32,660.29,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,97.91,2.09,99.65,0.35,304.2,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,97.9,2.1,99.69,0.31,88.72,0.875,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,97.9,2.1,99.56,0.44,101.66,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,97.9,2.1,99.72,0.28,66.35,0.949,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,97.9,2.1,99.63,0.37,21.27,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,97.9,2.1,99.59,0.41,208.12,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,97.87,2.13,99.76,0.24,44.82,1.0,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,97.87,2.13,99.71,0.29,87.9,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,288,97.85,2.15,99.67,0.33,88.59,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,97.85,2.15,99.64,0.36,40.01,1.0,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,97.85,2.15,99.67,0.33,329.09,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,97.85,2.15,99.69,0.31,197.77,0.875,bicubic -caformer_m36.sail_in22k_ft_in1k,224,97.84,2.16,99.67,0.33,56.2,1.0,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,97.84,2.16,99.68,0.32,86.88,1.0,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,97.84,2.16,99.67,0.33,196.74,0.9,bicubic -maxvit_large_tf_512.in1k,512,97.83,2.17,99.56,0.44,212.33,1.0,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,97.83,2.17,99.7,0.3,86.74,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,97.83,2.17,99.76,0.24,118.52,1.0,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,97.82,2.18,99.67,0.33,86.86,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,97.81,2.19,99.6,0.4,54.14,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,97.81,2.19,99.69,0.31,75.26,1.0,bicubic -volo_d5_512.sail_in1k,512,97.8,2.2,99.67,0.33,296.09,1.15,bicubic -maxvit_base_tf_512.in1k,512,97.8,2.2,99.61,0.39,119.88,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,97.8,2.2,99.69,0.31,75.26,1.0,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.8,2.2,99.65,0.35,116.14,0.95,bicubic -convnext_small.in12k_ft_in1k_384,384,97.8,2.2,99.65,0.35,50.22,1.0,bicubic -regnety_160.swag_ft_in1k,384,97.79,2.21,99.76,0.24,83.59,1.0,bicubic -dm_nfnet_f5.dm_in1k,544,97.78,2.22,99.59,0.41,377.21,0.954,bicubic -dm_nfnet_f6.dm_in1k,576,97.78,2.22,99.65,0.35,438.36,0.956,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.77,2.23,99.59,0.41,60.6,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,97.77,2.23,99.71,0.29,31.76,1.0,bicubic -maxvit_small_tf_512.in1k,512,97.76,2.24,99.55,0.45,69.13,1.0,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,97.76,2.24,99.66,0.34,134.13,0.95,bicubic -volo_d5_448.sail_in1k,448,97.75,2.25,99.62,0.38,295.91,1.15,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.75,2.25,99.71,0.29,116.09,0.95,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,97.75,2.25,99.63,0.37,86.86,1.0,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,97.74,2.26,99.64,0.36,86.58,0.9,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,97.71,2.29,99.64,0.36,64.11,0.95,bicubic -dm_nfnet_f6.dm_in1k,448,97.71,2.29,99.61,0.39,438.36,0.956,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,97.7,2.3,99.68,0.32,86.53,0.9,bicubic -regnety_1280.swag_lc_in1k,224,97.68,2.32,99.64,0.36,644.81,0.965,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,97.68,2.32,99.72,0.28,87.92,0.9,bicubic -volo_d4_448.sail_in1k,448,97.68,2.32,99.61,0.39,193.41,1.15,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,97.67,2.33,99.55,0.45,186.27,1.0,bicubic -convnextv2_large.fcmae_ft_in1k,288,97.66,2.34,99.59,0.41,197.96,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,97.65,2.35,99.69,0.31,93.59,0.875,bicubic -convnextv2_huge.fcmae_ft_in1k,224,97.65,2.35,99.62,0.38,660.29,0.875,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,97.64,2.36,99.59,0.41,304.33,0.9,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,97.64,2.36,99.57,0.43,73.88,0.95,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,97.64,2.36,99.56,0.44,196.53,0.9,bicubic -dm_nfnet_f4.dm_in1k,512,97.63,2.37,99.54,0.46,316.07,0.951,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,97.63,2.37,99.62,0.38,64.11,0.95,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,97.62,2.38,99.6,0.4,50.22,1.0,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,97.62,2.38,99.58,0.42,43.04,0.942,bicubic -caformer_s36.sail_in22k_ft_in1k,224,97.61,2.39,99.61,0.39,39.3,1.0,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,97.61,2.39,99.59,0.41,21.23,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,97.61,2.39,99.62,0.38,75.26,0.965,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,97.61,2.39,99.54,0.46,88.59,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,97.6,2.4,99.72,0.28,88.59,1.0,bicubic -maxvit_large_tf_384.in1k,384,97.59,2.41,99.53,0.47,212.03,1.0,bicubic -efficientvit_l3.r384_in1k,384,97.59,2.41,99.52,0.48,246.04,1.0,bicubic -maxvit_base_tf_384.in1k,384,97.59,2.41,99.59,0.41,119.65,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k,224,97.59,2.41,99.62,0.38,57.05,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,97.58,2.42,99.67,0.33,86.58,0.9,bicubic -maxvit_tiny_tf_512.in1k,512,97.57,2.43,99.56,0.44,31.05,1.0,bicubic -volo_d3_448.sail_in1k,448,97.55,2.45,99.55,0.45,86.63,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,97.55,2.45,99.66,0.34,86.86,1.0,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,97.54,2.46,99.48,0.52,189.1,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,97.54,2.46,99.51,0.49,86.57,0.95,bicubic -convformer_b36.sail_in1k_384,384,97.54,2.46,99.52,0.48,99.88,1.0,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,97.53,2.47,99.61,0.39,73.87,0.95,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,97.53,2.47,99.54,0.46,188.93,1.0,bicubic -tf_efficientnetv2_l.in1k,480,97.52,2.48,99.55,0.45,118.52,1.0,bicubic -caformer_b36.sail_in1k_384,384,97.51,2.49,99.58,0.42,98.75,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,288,97.51,2.49,99.59,0.41,83.59,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,224,97.5,2.5,99.61,0.39,88.59,0.875,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,97.49,2.51,99.62,0.38,936.53,1.0,bilinear -cait_m48_448.fb_dist_in1k,448,97.49,2.51,99.6,0.4,356.46,1.0,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,97.49,2.51,99.62,0.38,86.59,1.0,bicubic -dm_nfnet_f5.dm_in1k,416,97.48,2.52,99.52,0.48,377.21,0.954,bicubic -dm_nfnet_f3.dm_in1k,416,97.48,2.52,99.56,0.44,254.92,0.94,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,97.47,2.53,99.64,0.36,30.39,0.934,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,97.46,2.54,99.6,0.4,75.26,0.965,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,97.46,2.54,99.64,0.36,118.52,1.0,bicubic -caformer_m36.sail_in1k_384,384,97.45,2.55,99.6,0.4,56.2,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,97.45,2.55,99.6,0.4,83.59,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,97.45,2.55,99.54,0.46,86.57,0.95,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,97.45,2.55,99.64,0.36,39.03,0.95,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,97.44,2.56,99.59,0.41,26.34,1.0,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,97.44,2.56,99.46,0.54,213.74,0.9,bicubic -deit3_large_patch16_384.fb_in1k,384,97.44,2.56,99.63,0.37,304.76,1.0,bicubic -hgnet_base.ssld_in1k,288,97.43,2.57,99.62,0.38,71.58,1.0,bicubic -flexivit_large.1200ep_in1k,240,97.42,2.58,99.6,0.4,304.36,0.95,bicubic -efficientvit_l3.r320_in1k,320,97.41,2.59,99.39,0.61,246.04,1.0,bicubic -maxvit_small_tf_384.in1k,384,97.41,2.59,99.5,0.5,69.02,1.0,bicubic -caformer_s36.sail_in1k_384,384,97.4,2.6,99.54,0.46,39.3,1.0,bicubic -convformer_m36.sail_in1k_384,384,97.4,2.6,99.47,0.53,57.05,1.0,bicubic -cait_m36_384.fb_dist_in1k,384,97.4,2.6,99.51,0.49,271.22,1.0,bicubic -efficientvit_l2.r384_in1k,384,97.4,2.6,99.42,0.58,63.71,1.0,bicubic -nextvit_large.bd_ssld_6m_in1k,224,97.39,2.61,99.67,0.33,57.87,0.95,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,97.39,2.61,99.55,0.45,30.39,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,97.38,2.62,99.37,0.63,208.12,1.0,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,97.38,2.62,99.51,0.49,88.3,1.0,bicubic -volo_d5_224.sail_in1k,224,97.38,2.62,99.57,0.43,295.46,0.96,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,97.37,2.63,99.67,0.33,39.57,1.0,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,97.37,2.63,99.68,0.32,468.53,0.875,bilinear -cait_s36_384.fb_dist_in1k,384,97.35,2.65,99.53,0.47,68.37,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,288,97.35,2.65,99.53,0.47,50.22,1.0,bicubic -convnextv2_large.fcmae_ft_in1k,224,97.35,2.65,99.56,0.44,197.96,0.875,bicubic -dm_nfnet_f4.dm_in1k,384,97.35,2.65,99.48,0.52,316.07,0.951,bicubic -convnext_small.in12k_ft_in1k,288,97.34,2.66,99.58,0.42,50.22,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,97.33,2.67,99.48,0.52,60.4,0.95,bicubic -convnext_tiny.in12k_ft_in1k_384,384,97.33,2.67,99.6,0.4,28.59,1.0,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,97.33,2.67,99.48,0.52,88.34,1.0,bicubic -volo_d2_384.sail_in1k,384,97.32,2.68,99.59,0.41,58.87,1.0,bicubic -maxvit_tiny_tf_384.in1k,384,97.31,2.69,99.5,0.5,30.98,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,97.31,2.69,99.46,0.54,84.4,1.0,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,97.3,2.7,99.51,0.49,84.32,1.0,bicubic -volo_d4_224.sail_in1k,224,97.3,2.7,99.53,0.47,192.96,0.96,bicubic -tf_efficientnetv2_l.in1k,384,97.28,2.72,99.5,0.5,118.52,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,97.28,2.72,99.56,0.44,26.77,1.0,bicubic -convformer_s36.sail_in1k_384,384,97.28,2.72,99.43,0.57,40.01,1.0,bicubic -flexivit_large.600ep_in1k,240,97.28,2.72,99.59,0.41,304.36,0.95,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,97.28,2.72,99.52,0.48,87.77,0.9,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,97.28,2.72,99.6,0.4,47.63,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k,224,97.27,2.73,99.66,0.34,44.82,0.95,bicubic -regnety_120.sw_in12k_ft_in1k,288,97.27,2.73,99.54,0.46,51.82,1.0,bicubic -inception_next_base.sail_in1k_384,384,97.27,2.73,99.52,0.48,86.67,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,97.27,2.73,99.66,0.34,39.57,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,97.27,2.73,99.56,0.44,88.59,1.0,bicubic -flexivit_large.300ep_in1k,240,97.25,2.75,99.49,0.51,304.36,0.95,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,97.24,2.76,99.54,0.46,28.64,1.0,bicubic -regnety_2560.seer_ft_in1k,384,97.24,2.76,99.51,0.49,1282.6,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,97.24,2.76,99.55,0.45,88.72,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,224,97.24,2.76,99.54,0.46,83.59,0.95,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,97.23,2.77,99.48,0.52,26.21,1.0,bicubic -tf_efficientnetv2_m.in1k,480,97.23,2.77,99.53,0.47,54.14,1.0,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,97.22,2.78,99.59,0.41,88.79,0.875,bilinear -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,97.22,2.78,99.49,0.51,86.66,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,97.22,2.78,99.59,0.41,60.4,0.95,bicubic -regnety_160.sw_in12k_ft_in1k,224,97.22,2.78,99.58,0.42,83.59,0.95,bicubic -regnetz_e8.ra3_in1k,320,97.21,2.79,99.5,0.5,57.7,1.0,bicubic -convnext_small.in12k_ft_in1k,224,97.21,2.79,99.6,0.4,50.22,0.95,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,97.21,2.79,99.47,0.53,54.14,1.0,bicubic -tf_efficientnet_b7.ap_in1k,600,97.21,2.79,99.54,0.46,66.35,0.949,bicubic -tf_efficientnet_b8.ra_in1k,672,97.21,2.79,99.5,0.5,87.41,0.954,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,97.2,2.8,99.49,0.51,21.2,0.95,bicubic -dm_nfnet_f3.dm_in1k,320,97.19,2.81,99.54,0.46,254.92,0.94,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,97.18,2.82,99.56,0.44,32.59,1.0,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,97.18,2.82,99.56,0.44,98.95,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,224,97.17,2.83,99.52,0.48,51.82,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,97.17,2.83,99.58,0.42,32.59,1.0,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,97.17,2.83,99.46,0.54,86.53,0.9,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,97.17,2.83,99.39,0.61,38.88,0.95,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,97.17,2.83,99.43,0.57,34.36,0.95,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,97.16,2.84,99.5,0.5,45.88,1.0,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,97.16,2.84,99.54,0.46,86.57,0.9,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,97.15,2.85,99.46,0.54,22.13,1.0,bicubic -regnety_320.swag_lc_in1k,224,97.15,2.85,99.67,0.33,145.05,0.965,bicubic -coat_lite_medium_384.in1k,384,97.15,2.85,99.45,0.55,44.57,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,97.13,2.87,99.5,0.5,22.21,1.0,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,97.13,2.87,99.44,0.56,47.67,1.0,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,97.12,2.88,99.61,0.39,39.57,0.965,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,97.12,2.88,99.42,0.58,86.48,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,97.12,2.88,99.46,0.54,86.57,1.0,bicubic -tf_efficientnet_b8.ap_in1k,672,97.12,2.88,99.66,0.34,87.41,0.954,bicubic -dm_nfnet_f2.dm_in1k,352,97.11,2.89,99.5,0.5,193.78,0.92,bicubic -ecaresnet269d.ra2_in1k,320,97.11,2.89,99.4,0.6,102.09,0.95,bicubic -volo_d3_224.sail_in1k,224,97.11,2.89,99.46,0.54,86.33,0.96,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,97.11,2.89,99.5,0.5,28.59,1.0,bicubic -tf_efficientnet_b6.ap_in1k,528,97.11,2.89,99.61,0.39,43.04,0.942,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,97.1,2.9,99.45,0.55,94.45,1.0,bicubic -convnext_tiny.in12k_ft_in1k,288,97.1,2.9,99.52,0.48,28.59,1.0,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,97.1,2.9,99.52,0.48,88.3,0.95,bicubic -convnext_large.fb_in1k,288,97.09,2.91,99.45,0.55,197.77,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,97.09,2.91,99.48,0.52,86.57,0.9,bicubic -ecaresnet269d.ra2_in1k,352,97.09,2.91,99.47,0.53,102.09,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k,224,97.08,2.92,99.55,0.45,40.01,1.0,bicubic -hgnet_base.ssld_in1k,224,97.08,2.92,99.61,0.39,71.58,0.965,bicubic -caformer_s18.sail_in1k_384,384,97.07,2.93,99.43,0.57,26.34,1.0,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,97.07,2.93,99.61,0.39,86.53,0.9,bicubic -eca_nfnet_l2.ra3_in1k,384,97.07,2.93,99.51,0.49,56.72,1.0,bicubic -cait_s24_384.fb_dist_in1k,384,97.07,2.93,99.41,0.59,47.06,1.0,bicubic -dm_nfnet_f1.dm_in1k,320,97.06,2.94,99.39,0.61,132.63,0.91,bicubic -efficientvit_l2.r288_in1k,288,97.06,2.94,99.38,0.62,63.71,1.0,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,97.06,2.94,99.42,0.58,188.93,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,97.05,2.95,99.47,0.53,33.44,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,288,97.04,2.96,99.64,0.36,77.47,1.0,bilinear -convformer_s18.sail_in1k_384,384,97.04,2.96,99.37,0.63,26.77,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,97.03,2.97,99.57,0.43,39.57,0.965,bicubic -efficientvit_l3.r256_in1k,256,97.03,2.97,99.24,0.76,246.04,1.0,bicubic -maxvit_large_tf_224.in1k,224,97.02,2.98,99.24,0.76,211.79,0.95,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,97.02,2.98,99.59,0.41,236.34,1.0,bilinear -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,97.01,2.99,99.31,0.69,32.59,0.95,bicubic -nextvit_large.bd_in1k_384,384,97.01,2.99,99.51,0.49,57.87,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,97.01,2.99,99.38,0.62,88.83,1.0,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,97.01,2.99,99.49,0.51,387.93,1.0,bilinear -deit3_base_patch16_384.fb_in1k,384,97.01,2.99,99.36,0.64,86.88,1.0,bicubic -tf_efficientnet_b7.ra_in1k,600,97.0,3.0,99.52,0.48,66.35,0.949,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,97.0,3.0,99.49,0.51,87.63,1.0,bicubic -efficientvit_l3.r224_in1k,224,97.0,3.0,99.22,0.78,246.04,1.0,bicubic -caformer_b36.sail_in1k,224,97.0,3.0,99.35,0.65,98.75,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,416,97.0,3.0,99.53,0.47,53.24,1.0,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,96.99,3.01,99.45,0.55,38.85,1.0,bicubic -volo_d2_224.sail_in1k,224,96.99,3.01,99.39,0.61,58.68,0.96,bicubic -deit3_large_patch16_224.fb_in1k,224,96.98,3.02,99.33,0.67,304.37,0.9,bicubic -maxvit_base_tf_224.in1k,224,96.98,3.02,99.27,0.73,119.47,0.95,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,96.98,3.02,99.58,0.42,19.34,0.922,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,96.98,3.02,99.42,0.58,45.88,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,224,96.97,3.03,99.41,0.59,50.22,0.875,bicubic -nextvit_small.bd_ssld_6m_in1k,224,96.96,3.04,99.48,0.52,31.76,0.95,bicubic -mambaout_small_rw.sw_e450_in1k,288,96.95,3.05,99.39,0.61,48.5,1.0,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,96.95,3.05,99.34,0.66,69.9,0.9,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,96.95,3.05,99.4,0.6,26.25,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,288,96.94,3.06,99.4,0.6,93.59,1.0,bicubic -hgnet_small.ssld_in1k,288,96.93,3.07,99.56,0.44,24.36,1.0,bicubic -davit_base.msft_in1k,224,96.93,3.07,99.25,0.75,87.95,0.95,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,96.93,3.07,99.38,0.62,84.32,1.0,bicubic -mvitv2_large.fb_in1k,224,96.93,3.07,99.4,0.6,217.99,0.9,bicubic -volo_d1_384.sail_in1k,384,96.93,3.07,99.52,0.48,26.78,1.0,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,96.92,3.08,99.58,0.42,86.66,1.0,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,96.92,3.08,99.59,0.41,194.03,0.875,bilinear -rdnet_large.nv_in1k,224,96.91,3.09,99.4,0.6,186.27,0.9,bicubic -convformer_b36.sail_in1k,224,96.91,3.09,99.23,0.77,99.88,1.0,bicubic -nextvit_base.bd_in1k_384,384,96.91,3.09,99.4,0.6,44.82,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,224,96.9,3.1,99.42,0.58,88.72,0.875,bicubic -resnetrs420.tf_in1k,416,96.9,3.1,99.45,0.55,191.89,1.0,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,96.89,3.11,99.48,0.52,47.63,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,96.89,3.11,99.32,0.68,304.2,0.9,bicubic -caformer_m36.sail_in1k,224,96.89,3.11,99.44,0.56,56.2,1.0,bicubic -deit3_huge_patch14_224.fb_in1k,224,96.88,3.12,99.48,0.52,632.13,0.9,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,96.87,3.13,99.36,0.64,32.59,0.95,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,96.87,3.13,99.53,0.47,86.57,0.9,bicubic -regnety_1280.seer_ft_in1k,384,96.87,3.13,99.4,0.6,644.81,1.0,bicubic -mambaout_base.in1k,288,96.87,3.13,99.17,0.83,84.81,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,96.85,3.15,99.52,0.48,34.81,1.0,bicubic -efficientvit_l2.r256_in1k,256,96.85,3.15,99.3,0.7,63.71,1.0,bicubic -efficientvit_l2.r224_in1k,224,96.84,3.16,99.25,0.75,63.71,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,96.84,3.16,99.45,0.55,28.64,1.0,bicubic -regnety_160.swag_lc_in1k,224,96.83,3.17,99.66,0.34,83.59,0.965,bicubic -regnety_640.seer_ft_in1k,384,96.83,3.17,99.4,0.6,281.38,1.0,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,96.83,3.17,99.53,0.47,19.8,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,96.83,3.17,99.37,0.63,33.44,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,96.83,3.17,99.45,0.55,236.34,1.0,bicubic -nextvit_small.bd_in1k_384,384,96.82,3.18,99.3,0.7,31.76,1.0,bicubic -vit_large_patch16_rope_224.naver_in1k,224,96.82,3.18,99.43,0.57,304.17,0.9,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,96.82,3.18,99.37,0.63,189.1,1.0,bicubic -convnext_base.fb_in1k,288,96.82,3.18,99.42,0.58,88.59,1.0,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,96.82,3.18,99.44,0.56,304.4,0.9,bicubic -fastvit_ma36.apple_dist_in1k,256,96.8,3.2,99.33,0.67,44.07,0.95,bicubic -seresnet152d.ra2_in1k,320,96.8,3.2,99.45,0.55,66.84,1.0,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,96.79,3.21,99.33,0.67,328.99,0.9,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,96.79,3.21,99.37,0.63,66.01,0.95,bicubic -seresnext101_32x8d.ah_in1k,288,96.79,3.21,99.34,0.66,93.57,1.0,bicubic -tf_efficientnetv2_m.in1k,384,96.79,3.21,99.42,0.58,54.14,1.0,bicubic -swinv2_base_window16_256.ms_in1k,256,96.77,3.23,99.33,0.67,87.92,0.9,bicubic -resnetrs350.tf_in1k,384,96.77,3.23,99.34,0.66,163.96,1.0,bicubic -mvitv2_base.fb_in1k,224,96.77,3.23,99.25,0.75,51.47,0.9,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,96.77,3.23,99.4,0.6,304.37,0.9,bicubic -convnext_large.fb_in1k,224,96.76,3.24,99.3,0.7,197.77,0.875,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,96.75,3.25,99.37,0.63,26.21,1.0,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,96.75,3.25,99.42,0.58,21.46,1.0,bicubic -flexivit_base.1200ep_in1k,240,96.75,3.25,99.36,0.64,86.59,0.95,bicubic -eca_nfnet_l1.ra2_in1k,320,96.75,3.25,99.29,0.71,41.41,1.0,bicubic -edgenext_base.in21k_ft_in1k,320,96.74,3.26,99.42,0.58,18.51,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,96.74,3.26,99.46,0.54,28.59,0.95,bicubic -dm_nfnet_f2.dm_in1k,256,96.73,3.27,99.3,0.7,193.78,0.92,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,96.73,3.27,99.53,0.47,217.32,1.0,bilinear -seresnext101d_32x8d.ah_in1k,288,96.73,3.27,99.36,0.64,93.59,1.0,bicubic -resnet200d.ra2_in1k,320,96.73,3.27,99.34,0.66,64.69,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,96.72,3.28,99.52,0.48,19.8,1.0,bicubic -resnetrs200.tf_in1k,320,96.72,3.28,99.36,0.64,93.21,1.0,bicubic -mambaout_small.in1k,288,96.72,3.28,99.26,0.74,48.49,1.0,bicubic -edgenext_base.usi_in1k,320,96.72,3.28,99.43,0.57,18.51,1.0,bicubic -caformer_s36.sail_in1k,224,96.72,3.28,99.36,0.64,39.3,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k,224,96.71,3.29,99.48,0.52,26.34,1.0,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,96.71,3.29,99.51,0.49,86.86,1.0,bicubic -regnetz_040.ra3_in1k,320,96.71,3.29,99.48,0.52,27.12,1.0,bicubic -tf_efficientnet_b5.ap_in1k,456,96.71,3.29,99.45,0.55,30.39,0.934,bicubic -resnetrs270.tf_in1k,352,96.7,3.3,99.35,0.65,129.86,1.0,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,96.7,3.3,99.48,0.52,22.2,1.0,bicubic -regnetz_040_h.ra3_in1k,320,96.7,3.3,99.5,0.5,28.94,1.0,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,96.7,3.3,99.39,0.61,37.76,1.0,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,96.7,3.3,99.23,0.77,34.36,0.95,bicubic -maxvit_small_tf_224.in1k,224,96.69,3.31,99.34,0.66,68.93,0.95,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,96.69,3.31,99.58,0.42,36.47,1.0,bicubic -regnetz_e8.ra3_in1k,256,96.69,3.31,99.34,0.66,57.7,0.94,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,96.69,3.31,99.28,0.72,86.48,0.95,bicubic -rdnet_base.nv_in1k,224,96.69,3.31,99.24,0.76,87.45,0.9,bicubic -convformer_m36.sail_in1k,224,96.69,3.31,99.07,0.93,57.05,1.0,bicubic -tf_efficientnet_b6.aa_in1k,528,96.68,3.32,99.37,0.63,43.04,0.942,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,96.67,3.33,99.16,0.84,41.72,0.95,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,96.67,3.33,99.36,0.64,44.57,1.0,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,96.67,3.33,99.5,0.5,38.86,0.95,bicubic -repvgg_d2se.rvgg_in1k,320,96.67,3.33,99.37,0.63,133.33,1.0,bilinear -resnetrs350.tf_in1k,288,96.67,3.33,99.29,0.71,163.96,1.0,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,96.67,3.33,99.33,0.67,22.06,1.0,bicubic -flexivit_base.600ep_in1k,240,96.65,3.35,99.33,0.67,86.59,0.95,bicubic -efficientvit_b3.r288_in1k,288,96.65,3.35,99.22,0.78,48.65,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,96.64,3.36,99.22,0.78,94.45,0.95,bicubic -davit_small.msft_in1k,224,96.64,3.36,99.37,0.63,49.75,0.95,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,96.64,3.36,99.37,0.63,34.81,0.95,bicubic -regnetz_d8.ra3_in1k,320,96.63,3.37,99.45,0.55,23.37,1.0,bicubic -hgnet_small.ssld_in1k,224,96.63,3.37,99.42,0.58,24.36,0.965,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,96.62,3.38,99.28,0.72,84.4,1.0,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,96.62,3.38,99.22,0.78,63.95,0.95,bicubic -resnetrs420.tf_in1k,320,96.62,3.38,99.3,0.7,191.89,1.0,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,96.62,3.38,99.51,0.49,129.14,0.875,bicubic -flexivit_base.300ep_in1k,240,96.61,3.39,99.27,0.73,86.59,0.95,bicubic -resnest200e.in1k,320,96.61,3.39,99.35,0.65,70.2,0.909,bicubic -convformer_s18.sail_in22k_ft_in1k,224,96.61,3.39,99.33,0.67,26.77,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,96.6,3.4,99.23,0.77,88.83,0.95,bicubic -regnetz_d32.ra3_in1k,320,96.6,3.4,99.38,0.62,27.58,0.95,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,96.6,3.4,99.54,0.46,194.03,0.875,bilinear -eca_nfnet_l2.ra3_in1k,320,96.59,3.41,99.41,0.59,56.72,0.9,bicubic -focalnet_base_srf.ms_in1k,224,96.59,3.41,99.16,0.84,88.15,0.9,bicubic -efficientnetv2_rw_m.agc_in1k,320,96.59,3.41,99.43,0.57,53.24,1.0,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,96.59,3.41,99.31,0.69,51.52,0.9,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,96.58,3.42,99.31,0.69,86.44,0.9,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,96.58,3.42,99.31,0.69,37.76,1.0,bicubic -swin_base_patch4_window12_384.ms_in1k,384,96.58,3.42,99.24,0.76,87.9,1.0,bicubic -convformer_s36.sail_in1k,224,96.58,3.42,99.16,0.84,40.01,1.0,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,96.58,3.42,99.32,0.68,12.11,1.0,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,96.57,3.43,99.13,0.87,64.9,0.9,bicubic -cait_xs24_384.fb_dist_in1k,384,96.57,3.43,99.42,0.58,26.67,1.0,bicubic -regnetz_d8_evos.ch_in1k,320,96.57,3.43,99.46,0.54,23.46,1.0,bicubic -resnetrs152.tf_in1k,320,96.57,3.43,99.24,0.76,86.62,1.0,bicubic -gcvit_base.in1k,224,96.57,3.43,99.23,0.77,90.32,0.875,bicubic -convnext_small.fb_in1k,288,96.56,3.44,99.34,0.66,50.22,1.0,bicubic -swinv2_base_window8_256.ms_in1k,256,96.55,3.45,99.28,0.72,87.92,0.9,bicubic -inception_next_base.sail_in1k,224,96.55,3.45,99.09,0.91,86.67,0.95,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,96.55,3.45,99.41,0.59,49.61,0.9,bicubic -efficientnetv2_rw_s.ra2_in1k,384,96.54,3.46,99.36,0.64,23.94,1.0,bicubic -tf_efficientnet_b7.aa_in1k,600,96.54,3.46,99.31,0.69,66.35,0.949,bicubic -crossvit_18_dagger_408.in1k,408,96.53,3.47,99.25,0.75,44.61,1.0,bicubic -regnety_080.ra3_in1k,288,96.53,3.47,99.33,0.67,39.18,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,96.53,3.47,99.08,0.92,73.88,0.95,bicubic -mambaout_small_rw.sw_e450_in1k,224,96.52,3.48,99.2,0.8,48.5,1.0,bicubic -resnest269e.in1k,416,96.52,3.48,99.37,0.63,110.93,0.928,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,96.52,3.48,99.38,0.62,19.8,0.965,bicubic -mambaout_tiny.in1k,288,96.51,3.49,99.13,0.87,26.55,1.0,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,96.5,3.5,99.41,0.59,88.3,1.0,bicubic -fastvit_ma36.apple_in1k,256,96.49,3.51,99.3,0.7,44.07,0.95,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,96.48,3.52,99.4,0.6,28.64,0.875,bicubic -focalnet_base_lrf.ms_in1k,224,96.48,3.52,99.13,0.87,88.75,0.9,bicubic -tf_efficientnet_b5.aa_in1k,456,96.48,3.52,99.23,0.77,30.39,0.934,bicubic -coat_lite_medium.in1k,224,96.47,3.53,99.16,0.84,44.57,0.9,bicubic -swinv2_small_window16_256.ms_in1k,256,96.47,3.53,99.21,0.79,49.73,0.9,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,96.47,3.53,99.31,0.69,129.14,0.875,bicubic -seresnext101d_32x8d.ah_in1k,224,96.47,3.53,99.2,0.8,93.59,0.95,bicubic -regnetz_040.ra3_in1k,256,96.47,3.53,99.39,0.61,27.12,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,96.47,3.53,99.36,0.64,19.8,0.965,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,96.47,3.53,99.3,0.7,86.54,0.875,bilinear -mobilenetv4_conv_aa_large.e600_r384_in1k,480,96.46,3.54,99.3,0.7,32.59,1.0,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,96.46,3.54,99.18,0.82,37.76,0.95,bicubic -mambaout_small.in1k,224,96.45,3.55,99.2,0.8,48.49,1.0,bicubic -regnetv_064.ra3_in1k,288,96.45,3.55,99.36,0.64,30.58,1.0,bicubic -cs3se_edgenet_x.c2ns_in1k,320,96.44,3.56,99.39,0.61,50.72,1.0,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,96.44,3.56,99.31,0.69,86.59,0.9,bicubic -convnext_base.fb_in1k,224,96.44,3.56,99.23,0.77,88.59,0.875,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,96.44,3.56,99.13,0.87,86.43,0.95,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,96.44,3.56,99.48,0.52,44.18,0.875,bilinear -xcit_small_24_p8_224.fb_in1k,224,96.43,3.57,99.13,0.87,47.63,1.0,bicubic -seresnet152d.ra2_in1k,256,96.43,3.57,99.39,0.61,66.84,0.95,bicubic -mambaout_base.in1k,224,96.43,3.57,99.0,1.0,84.81,1.0,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,96.43,3.57,99.18,0.82,37.76,0.95,bicubic -crossvit_15_dagger_408.in1k,408,96.42,3.58,99.16,0.84,28.5,1.0,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,96.42,3.58,99.24,0.76,38.74,0.95,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,96.42,3.58,99.39,0.61,29.15,0.95,bicubic -edgenext_base.usi_in1k,256,96.4,3.6,99.38,0.62,18.51,0.95,bicubic -xcit_large_24_p8_224.fb_in1k,224,96.4,3.6,98.98,1.02,188.93,1.0,bicubic -cait_s24_224.fb_dist_in1k,224,96.4,3.6,99.15,0.85,46.92,1.0,bicubic -regnetz_d8.ra3_in1k,256,96.4,3.6,99.24,0.76,23.37,0.94,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,96.39,3.61,99.21,0.79,38.88,0.95,bicubic -tf_efficientnet_b5.ra_in1k,456,96.39,3.61,99.33,0.67,30.39,0.934,bicubic -resnetrs270.tf_in1k,256,96.39,3.61,99.25,0.75,129.86,1.0,bicubic -seresnext101_32x8d.ah_in1k,224,96.39,3.61,99.23,0.77,93.57,0.95,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,96.38,3.62,99.38,0.62,86.59,0.9,bicubic -regnety_160.deit_in1k,288,96.38,3.62,99.33,0.67,83.59,1.0,bicubic -vit_base_patch16_rope_224.naver_in1k,224,96.38,3.62,99.3,0.7,86.43,0.9,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,96.38,3.62,99.35,0.65,12.23,0.904,bicubic -resnet152d.ra2_in1k,320,96.38,3.62,99.39,0.61,60.21,1.0,bicubic -pvt_v2_b4.in1k,224,96.38,3.62,99.18,0.82,62.56,0.9,bicubic -hrnet_w48_ssld.paddle_in1k,224,96.38,3.62,99.41,0.59,77.47,0.95,bilinear -nextvit_large.bd_in1k,224,96.37,3.63,99.34,0.66,57.87,0.95,bicubic -edgenext_base.in21k_ft_in1k,256,96.36,3.64,99.38,0.62,18.51,0.95,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,96.36,3.64,99.18,0.82,60.23,0.95,bicubic -regnety_064.ra3_in1k,288,96.36,3.64,99.23,0.77,30.58,1.0,bicubic -xception65.ra3_in1k,299,96.36,3.64,99.24,0.76,39.92,0.94,bicubic -fastvit_sa36.apple_dist_in1k,256,96.35,3.65,99.25,0.75,31.53,0.9,bicubic -mvitv2_small.fb_in1k,224,96.35,3.65,99.22,0.78,34.87,0.9,bicubic -dm_nfnet_f1.dm_in1k,224,96.35,3.65,99.22,0.78,132.63,0.91,bicubic -dm_nfnet_f0.dm_in1k,256,96.35,3.65,99.34,0.66,71.49,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,96.35,3.65,99.39,0.61,15.62,1.0,bicubic -efficientvit_b3.r256_in1k,256,96.35,3.65,99.11,0.89,48.65,1.0,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,96.35,3.65,99.47,0.53,16.29,1.0,bicubic -pvt_v2_b5.in1k,224,96.35,3.65,99.17,0.83,81.96,0.9,bicubic -tf_efficientnetv2_s.in1k,384,96.35,3.65,99.2,0.8,21.46,1.0,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,96.35,3.65,99.22,0.78,38.88,0.95,bicubic -naflexvit_base_patch16_gap.e300_s576_in1k,384,96.34,3.66,99.05,0.95,86.63,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,96.34,3.66,99.26,0.74,44.57,0.95,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,96.34,3.66,99.32,0.68,22.52,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,96.34,3.66,99.34,0.66,11.07,1.0,bicubic -repvit_m2_3.dist_450e_in1k,224,96.34,3.66,99.4,0.6,23.69,0.95,bicubic -regnety_320.seer_ft_in1k,384,96.34,3.66,99.34,0.66,145.05,1.0,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,96.33,3.67,99.24,0.76,21.46,1.0,bicubic -rdnet_small.nv_in1k,224,96.33,3.67,99.2,0.8,50.44,0.9,bicubic -seresnextaa101d_32x8d.ah_in1k,224,96.33,3.67,99.23,0.77,93.59,0.95,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,96.33,3.67,99.17,0.83,35.01,0.9,bicubic -efficientvit_l1.r224_in1k,224,96.33,3.67,99.05,0.95,52.65,1.0,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,96.32,3.68,99.42,0.58,88.79,0.875,bilinear -volo_d1_224.sail_in1k,224,96.32,3.68,99.32,0.68,26.63,0.96,bicubic -swinv2_small_window8_256.ms_in1k,256,96.32,3.68,99.2,0.8,49.73,0.9,bicubic -resnet200d.ra2_in1k,256,96.31,3.69,99.25,0.75,64.69,0.95,bicubic -regnetz_040_h.ra3_in1k,256,96.31,3.69,99.3,0.7,28.94,1.0,bicubic -fasternet_l.in1k,224,96.3,3.7,99.13,0.87,93.47,1.0,bicubic -deit3_base_patch16_224.fb_in1k,224,96.29,3.71,99.19,0.81,86.59,0.9,bicubic -resnet101d.ra2_in1k,320,96.29,3.71,99.26,0.74,44.57,1.0,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,96.28,3.72,99.19,0.81,11.0,0.95,bicubic -gcvit_small.in1k,224,96.28,3.72,99.15,0.85,51.09,0.875,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,320,96.27,3.73,99.32,0.68,38.61,1.0,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,96.27,3.73,99.48,0.52,16.29,1.0,bicubic -swin_s3_base_224.ms_in1k,224,96.27,3.73,99.16,0.84,71.13,0.9,bicubic -regnetz_d8_evos.ch_in1k,256,96.27,3.73,99.32,0.68,23.46,0.95,bicubic -nest_base_jx.goog_in1k,224,96.25,3.75,99.22,0.78,67.72,0.875,bicubic -inception_next_small.sail_in1k,224,96.25,3.75,99.23,0.77,49.37,0.875,bicubic -pit_b_distilled_224.in1k,224,96.25,3.75,99.13,0.87,74.79,0.9,bicubic -nextvit_base.bd_in1k,224,96.25,3.75,99.23,0.77,44.82,0.95,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,96.25,3.75,99.31,0.69,32.59,1.0,bicubic -eca_nfnet_l1.ra2_in1k,256,96.25,3.75,99.22,0.78,41.41,0.9,bicubic -fastvit_sa36.apple_in1k,256,96.24,3.76,99.18,0.82,31.53,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,96.24,3.76,99.34,0.66,28.59,0.875,bicubic -twins_svt_large.in1k,224,96.24,3.76,99.15,0.85,99.27,0.9,bicubic -maxvit_tiny_rw_224.sw_in1k,224,96.24,3.76,99.12,0.88,29.06,0.95,bicubic -swin_s3_small_224.ms_in1k,224,96.24,3.76,99.07,0.93,49.74,0.9,bicubic -hgnet_tiny.ssld_in1k,288,96.23,3.77,99.42,0.58,14.74,1.0,bicubic -ecaresnet101d.miil_in1k,288,96.23,3.77,99.31,0.69,44.57,0.95,bicubic -regnetv_040.ra3_in1k,288,96.23,3.77,99.3,0.7,20.64,1.0,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,96.23,3.77,99.24,0.76,14.36,0.9,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,96.23,3.77,98.93,1.07,86.46,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,96.23,3.77,99.25,0.75,16.52,1.0,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,96.23,3.77,99.11,0.89,60.4,0.95,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,96.22,3.78,99.21,0.79,47.67,1.0,bicubic -deit3_small_patch16_384.fb_in1k,384,96.22,3.78,99.28,0.72,22.21,1.0,bicubic -resnet152.a1h_in1k,288,96.22,3.78,99.23,0.77,60.19,1.0,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,96.22,3.78,99.13,0.87,49.7,0.9,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,96.21,3.79,99.42,0.58,11.22,1.0,bicubic -xception65p.ra3_in1k,299,96.21,3.79,99.18,0.82,39.82,0.94,bicubic -convnext_small.fb_in1k,224,96.2,3.8,99.11,0.89,50.22,0.875,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,96.2,3.8,99.24,0.76,28.64,1.0,bicubic -tiny_vit_21m_224.in1k,224,96.2,3.8,99.13,0.87,21.2,0.95,bicubic -regnetz_d32.ra3_in1k,256,96.2,3.8,99.29,0.71,27.58,0.95,bicubic -gcvit_tiny.in1k,224,96.19,3.81,99.23,0.77,28.22,0.875,bicubic -focalnet_small_lrf.ms_in1k,224,96.19,3.81,99.19,0.81,50.34,0.9,bicubic -resnetrs200.tf_in1k,256,96.19,3.81,99.27,0.73,93.21,1.0,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,96.19,3.81,99.13,0.87,14.25,1.0,bicubic -repvit_m2_3.dist_300e_in1k,224,96.18,3.82,99.34,0.66,23.69,0.95,bicubic -efficientnet_b4.ra2_in1k,384,96.17,3.83,99.19,0.81,19.34,1.0,bicubic -deit_base_patch16_384.fb_in1k,384,96.17,3.83,99.15,0.85,86.86,1.0,bicubic -caformer_s18.sail_in1k,224,96.17,3.83,98.99,1.01,26.34,1.0,bicubic -tf_efficientnet_b4.ap_in1k,380,96.17,3.83,99.28,0.72,19.34,0.922,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,96.17,3.83,99.25,0.75,46.17,0.875,bilinear -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,96.17,3.83,99.2,0.8,11.07,1.0,bicubic -twins_svt_base.in1k,224,96.17,3.83,99.07,0.93,56.07,0.9,bicubic -efficientnetv2_rw_s.ra2_in1k,288,96.16,3.84,99.15,0.85,23.94,1.0,bicubic -twins_pcpvt_large.in1k,224,96.16,3.84,99.19,0.81,60.99,0.9,bicubic -fastvit_sa24.apple_dist_in1k,256,96.16,3.84,99.21,0.79,21.55,0.9,bicubic -resnetv2_101.a1h_in1k,288,96.15,3.85,99.16,0.84,44.54,1.0,bicubic -tf_efficientnetv2_s.in1k,300,96.15,3.85,99.09,0.91,21.46,1.0,bicubic -regnetz_c16_evos.ch_in1k,320,96.15,3.85,99.38,0.62,13.49,0.95,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,96.15,3.85,99.11,0.89,32.59,0.95,bicubic -maxvit_tiny_tf_224.in1k,224,96.14,3.86,99.25,0.75,30.92,0.95,bicubic -sequencer2d_l.in1k,224,96.14,3.86,99.16,0.84,54.3,0.875,bicubic -nfnet_l0.ra2_in1k,288,96.13,3.87,99.25,0.75,35.07,1.0,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,96.13,3.87,99.21,0.79,88.22,0.9,bicubic -resnext101_64x4d.c1_in1k,288,96.13,3.87,99.23,0.77,83.46,1.0,bicubic -xcit_medium_24_p8_224.fb_in1k,224,96.13,3.87,98.91,1.09,84.32,1.0,bicubic -efficientformer_l7.snap_dist_in1k,224,96.11,3.89,99.27,0.73,82.23,0.95,bicubic -xcit_small_12_p8_224.fb_in1k,224,96.11,3.89,99.17,0.83,26.21,1.0,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,96.1,3.9,99.19,0.81,87.34,0.9,bicubic -swin_base_patch4_window7_224.ms_in1k,224,96.1,3.9,99.05,0.95,87.77,0.9,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,96.1,3.9,99.27,0.73,25.55,0.875,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,96.1,3.9,99.28,0.72,44.54,1.0,bilinear -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,96.09,3.91,99.15,0.85,60.4,0.95,bicubic -regnetv_064.ra3_in1k,224,96.09,3.91,99.31,0.69,30.58,0.95,bicubic -swinv2_cr_small_224.sw_in1k,224,96.09,3.91,98.87,1.13,49.7,0.9,bicubic -deit3_medium_patch16_224.fb_in1k,224,96.09,3.91,99.19,0.81,38.85,0.9,bicubic -focalnet_small_srf.ms_in1k,224,96.09,3.91,99.16,0.84,49.89,0.9,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,96.09,3.91,99.31,0.69,236.34,0.875,bicubic -tf_efficientnet_b5.in1k,456,96.08,3.92,99.3,0.7,30.39,0.934,bicubic -regnety_320.tv2_in1k,224,96.08,3.92,99.24,0.76,145.05,0.965,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,96.07,3.93,99.22,0.78,15.62,1.0,bicubic -efficientformerv2_l.snap_dist_in1k,224,96.06,3.94,99.21,0.79,26.32,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,96.06,3.94,99.24,0.76,11.07,0.95,bicubic -cs3edgenet_x.c2_in1k,288,96.06,3.94,99.13,0.87,47.82,1.0,bicubic -resnet152d.ra2_in1k,256,96.06,3.94,99.3,0.7,60.21,0.95,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,96.05,3.95,99.13,0.87,6.71,1.0,bicubic -cs3sedarknet_x.c2ns_in1k,288,96.04,3.96,99.11,0.89,35.4,1.0,bicubic -regnety_160.deit_in1k,224,96.04,3.96,99.21,0.79,83.59,0.95,bicubic -resnet101.a1h_in1k,288,96.04,3.96,99.14,0.86,44.55,1.0,bicubic -mambaout_tiny.in1k,224,96.04,3.96,98.9,1.1,26.55,1.0,bicubic -resnetrs152.tf_in1k,256,96.04,3.96,99.11,0.89,86.62,1.0,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,96.03,3.97,99.14,0.86,18.45,1.0,bicubic -resnext101_64x4d.tv_in1k,224,96.03,3.97,99.16,0.84,83.46,0.875,bilinear -regnety_080.ra3_in1k,224,96.03,3.97,99.11,0.89,39.18,0.95,bicubic -fasternet_m.in1k,224,96.03,3.97,99.17,0.83,53.52,1.0,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,96.03,3.97,99.26,0.74,16.78,0.95,bicubic -coatnet_1_rw_224.sw_in1k,224,96.03,3.97,99.05,0.95,41.72,0.95,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,96.02,3.98,99.14,0.86,26.25,1.0,bicubic -efficientvit_b3.r224_in1k,224,96.02,3.98,98.92,1.08,48.65,0.95,bicubic -convnext_tiny_hnf.a2h_in1k,288,96.01,3.99,99.08,0.92,28.59,1.0,bicubic -regnety_040.ra3_in1k,288,96.0,4.0,99.2,0.8,20.65,1.0,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,96.0,4.0,98.96,1.04,15.5,0.95,bicubic -pvt_v2_b3.in1k,224,96.0,4.0,99.19,0.81,45.24,0.9,bicubic -convnext_nano.in12k_ft_in1k,288,95.99,4.01,99.31,0.69,15.59,1.0,bicubic -regnety_032.ra_in1k,288,95.99,4.01,99.19,0.81,19.44,1.0,bicubic -regnetx_320.tv2_in1k,224,95.99,4.01,99.1,0.9,107.81,0.965,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,95.99,4.01,99.23,0.77,12.12,1.0,bicubic -convnext_nano.r384_in12k_ft_in1k,384,95.99,4.01,99.29,0.71,15.59,1.0,bicubic -sequencer2d_s.in1k,224,95.99,4.01,99.05,0.95,27.65,0.875,bicubic -resnext101_32x8d.tv2_in1k,224,95.99,4.01,99.09,0.91,88.79,0.965,bilinear -swinv2_tiny_window16_256.ms_in1k,256,95.98,4.02,99.15,0.85,28.35,0.9,bicubic -regnety_160.tv2_in1k,224,95.98,4.02,99.17,0.83,83.59,0.965,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,95.98,4.02,99.28,0.72,16.29,0.965,bicubic -regnetz_c16.ra3_in1k,320,95.98,4.02,99.1,0.9,13.46,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,288,95.98,4.02,99.29,0.71,21.3,1.0,bilinear -tresnet_xl.miil_in1k_448,448,95.97,4.03,99.12,0.88,78.44,0.875,bilinear -efficientvit_b2.r288_in1k,288,95.97,4.03,99.21,0.79,24.33,1.0,bicubic -tf_efficientnet_b4.aa_in1k,380,95.97,4.03,99.17,0.83,19.34,0.922,bicubic -nest_small_jx.goog_in1k,224,95.97,4.03,99.04,0.96,38.35,0.875,bicubic -eca_nfnet_l0.ra2_in1k,288,95.97,4.03,99.21,0.79,24.14,1.0,bicubic -cs3se_edgenet_x.c2ns_in1k,256,95.97,4.03,99.16,0.84,50.72,0.95,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,95.96,4.04,99.17,0.83,9.72,0.95,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,95.95,4.05,99.18,0.82,41.69,0.95,bicubic -swiftformer_l3.dist_in1k,224,95.95,4.05,99.26,0.74,28.49,0.95,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,95.95,4.05,99.0,1.0,86.63,1.0,bicubic -convformer_s18.sail_in1k,224,95.94,4.06,98.9,1.1,26.77,1.0,bicubic -maxvit_nano_rw_256.sw_in1k,256,95.93,4.07,99.0,1.0,15.45,0.95,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,95.93,4.07,99.28,0.72,16.29,0.965,bicubic -repvit_m1_5.dist_450e_in1k,224,95.92,4.08,99.14,0.86,14.64,0.95,bicubic -coat_small.in1k,224,95.92,4.08,99.16,0.84,21.69,0.9,bicubic -fastvit_sa24.apple_in1k,256,95.91,4.09,99.16,0.84,21.55,0.9,bicubic -regnetx_160.tv2_in1k,224,95.9,4.1,99.09,0.91,54.28,0.965,bicubic -convnextv2_nano.fcmae_ft_in1k,288,95.9,4.1,99.11,0.89,15.62,1.0,bicubic -resnet101d.ra2_in1k,256,95.9,4.1,99.15,0.85,44.57,0.95,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,95.89,4.11,99.04,0.96,23.7,0.95,bicubic -resnet152.a1h_in1k,224,95.89,4.11,99.08,0.92,60.19,0.95,bicubic -tresnet_l.miil_in1k_448,448,95.89,4.11,99.11,0.89,55.99,0.875,bilinear -mobilenetv4_conv_large.e500_r256_in1k,320,95.89,4.11,99.12,0.88,32.59,1.0,bicubic -resnet51q.ra2_in1k,288,95.88,4.12,99.12,0.88,35.7,1.0,bilinear -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,95.88,4.12,99.25,0.75,25.03,0.875,bilinear -swin_small_patch4_window7_224.ms_in1k,224,95.88,4.12,99.02,0.98,49.61,0.9,bicubic -mvitv2_tiny.fb_in1k,224,95.88,4.12,99.09,0.91,24.17,0.9,bicubic -nextvit_small.bd_in1k,224,95.88,4.12,99.08,0.92,31.76,0.95,bicubic -regnety_080_tv.tv2_in1k,224,95.87,4.13,99.1,0.9,39.38,0.965,bicubic -cait_xxs36_384.fb_dist_in1k,384,95.87,4.13,99.09,0.91,17.37,1.0,bicubic -regnety_064.ra3_in1k,224,95.87,4.13,99.15,0.85,30.58,0.95,bicubic -cs3darknet_x.c2ns_in1k,288,95.87,4.13,99.19,0.81,35.05,1.0,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,95.85,4.15,99.17,0.83,194.03,0.875,bilinear -resnest101e.in1k,256,95.85,4.15,99.21,0.79,48.28,0.875,bilinear -rexnet_300.nav_in1k,224,95.84,4.16,99.13,0.87,34.71,0.875,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,95.84,4.16,99.16,0.84,306.63,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,95.83,4.17,99.09,0.91,11.07,0.95,bicubic -sequencer2d_m.in1k,224,95.82,4.18,99.11,0.89,38.31,0.875,bicubic -tf_efficientnet_b4.in1k,380,95.82,4.18,99.06,0.94,19.34,0.922,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,95.81,4.19,99.04,0.96,32.59,0.95,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,95.81,4.19,99.27,0.73,11.22,1.0,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,95.81,4.19,99.19,0.81,25.58,1.0,bicubic -tnt_b_patch16_224.in1k,224,95.81,4.19,98.94,1.06,65.43,0.9,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,95.8,4.2,99.15,0.85,11.07,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,95.8,4.2,99.17,0.83,16.52,0.95,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,95.8,4.2,99.21,0.79,12.11,1.0,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,95.8,4.2,99.03,0.97,38.61,0.95,bicubic -resnet61q.ra2_in1k,288,95.8,4.2,99.0,1.0,36.85,1.0,bicubic -twins_pcpvt_base.in1k,224,95.78,4.22,99.13,0.87,43.83,0.9,bicubic -convnext_tiny.fb_in1k,288,95.78,4.22,99.18,0.82,28.59,1.0,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,95.76,4.24,99.04,0.96,86.43,0.9,bicubic -ecaresnet101d_pruned.miil_in1k,288,95.76,4.24,99.18,0.82,24.88,0.95,bicubic -regnetv_040.ra3_in1k,224,95.76,4.24,99.21,0.79,20.64,0.95,bicubic -poolformerv2_m48.sail_in1k,224,95.75,4.25,98.98,1.02,73.35,1.0,bicubic -efficientnet_b4.ra2_in1k,320,95.74,4.26,99.15,0.85,19.34,0.875,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,95.74,4.26,99.12,0.88,22.52,0.95,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,95.74,4.26,99.02,0.98,13.68,1.0,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,95.74,4.26,99.12,0.88,9.11,0.89,bicubic -tresnet_m.miil_in21k_ft_in1k,224,95.73,4.27,99.03,0.97,31.39,0.875,bilinear -efficientnet_b3.ra2_in1k,320,95.72,4.28,99.06,0.94,12.23,1.0,bicubic -pnasnet5large.tf_in1k,331,95.72,4.28,98.92,1.08,86.06,0.911,bicubic -seresnext50_32x4d.racm_in1k,288,95.71,4.29,99.19,0.81,27.56,0.95,bicubic -hgnet_tiny.ssld_in1k,224,95.71,4.29,99.26,0.74,14.74,0.965,bicubic -resnext101_64x4d.c1_in1k,224,95.71,4.29,99.03,0.97,83.46,0.95,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,95.71,4.29,99.15,0.85,10.59,1.0,bicubic -convnext_nano.in12k_ft_in1k,224,95.71,4.29,99.25,0.75,15.59,0.95,bicubic -flexivit_small.600ep_in1k,240,95.7,4.3,99.08,0.92,22.06,0.95,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,95.7,4.3,99.06,0.94,27.44,0.95,bicubic -repvit_m1_5.dist_300e_in1k,224,95.7,4.3,98.98,1.02,14.64,0.95,bicubic -nasnetalarge.tf_in1k,331,95.7,4.3,98.91,1.09,88.75,0.911,bicubic -regnetz_c16_evos.ch_in1k,256,95.7,4.3,99.23,0.77,13.49,0.95,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,95.68,4.32,99.15,0.85,28.64,0.875,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,95.68,4.32,99.06,0.94,12.11,1.0,bicubic -resnetv2_101.a1h_in1k,224,95.68,4.32,99.01,0.99,44.54,0.95,bicubic -crossvit_15_dagger_240.in1k,240,95.67,4.33,98.82,1.18,28.21,0.875,bicubic -efficientvit_b2.r256_in1k,256,95.67,4.33,99.06,0.94,24.33,1.0,bicubic -davit_tiny.msft_in1k,224,95.66,4.34,99.04,0.96,28.36,0.95,bicubic -wide_resnet50_2.racm_in1k,288,95.66,4.34,99.22,0.78,68.88,0.95,bicubic -resnetv2_50d_evos.ah_in1k,288,95.65,4.35,99.11,0.89,25.59,1.0,bicubic -hgnet_small.paddle_in1k,288,95.65,4.35,99.15,0.85,24.36,1.0,bicubic -poolformer_m48.sail_in1k,224,95.64,4.36,98.95,1.05,73.47,0.95,bicubic -rdnet_tiny.nv_in1k,224,95.64,4.36,99.03,0.97,23.86,0.9,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,95.64,4.36,99.19,0.81,36.43,0.9,bicubic -cs3sedarknet_x.c2ns_in1k,256,95.63,4.37,98.98,1.02,35.4,0.887,bicubic -pit_b_224.in1k,224,95.62,4.38,98.68,1.32,73.76,0.9,bicubic -crossvit_18_dagger_240.in1k,240,95.62,4.38,99.05,0.95,44.27,0.875,bicubic -efficientnetv2_rw_t.ra2_in1k,288,95.61,4.39,99.04,0.96,13.65,1.0,bicubic -efficientformer_l3.snap_dist_in1k,224,95.61,4.39,99.19,0.81,31.41,0.95,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,95.6,4.4,98.88,1.12,27.91,0.9,bicubic -gcvit_xtiny.in1k,224,95.59,4.41,99.03,0.97,19.98,0.875,bicubic -pvt_v2_b2_li.in1k,224,95.59,4.41,98.99,1.01,22.55,0.9,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,95.59,4.41,99.03,0.97,86.43,0.9,bicubic -regnety_040.ra3_in1k,224,95.57,4.43,99.05,0.95,20.65,0.95,bicubic -xception41p.ra3_in1k,299,95.56,4.44,98.93,1.07,26.91,0.94,bicubic -flexivit_small.1200ep_in1k,240,95.56,4.44,99.11,0.89,22.06,0.95,bicubic -coat_lite_small.in1k,224,95.56,4.44,98.88,1.12,19.84,0.9,bicubic -tiny_vit_11m_224.in1k,224,95.55,4.45,98.99,1.01,11.0,0.95,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,95.55,4.45,98.87,1.13,88.22,0.9,bicubic -wide_resnet101_2.tv2_in1k,224,95.55,4.45,99.09,0.91,126.89,0.965,bilinear -convit_base.fb_in1k,224,95.55,4.45,98.89,1.11,86.54,0.875,bicubic -convnext_tiny.fb_in1k,224,95.54,4.46,99.0,1.0,28.59,0.875,bicubic -levit_384.fb_dist_in1k,224,95.54,4.46,99.05,0.95,39.13,0.9,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,95.54,4.46,99.18,0.82,11.22,0.965,bicubic -ecaresnet101d.miil_in1k,224,95.54,4.46,99.14,0.86,44.57,0.875,bicubic -levit_conv_384.fb_dist_in1k,224,95.54,4.46,99.05,0.95,39.13,0.9,bicubic -xcit_small_24_p16_224.fb_in1k,224,95.54,4.46,98.76,1.24,47.67,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,95.53,4.47,99.12,0.88,15.62,0.875,bicubic -regnetz_c16.ra3_in1k,256,95.53,4.47,98.96,1.04,13.46,0.94,bicubic -resnet152.tv2_in1k,224,95.53,4.47,98.96,1.04,60.19,0.965,bilinear -crossvit_base_240.in1k,240,95.53,4.47,98.82,1.18,105.03,0.875,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,95.52,4.48,99.08,0.92,38.73,0.9,bicubic -convnext_tiny_hnf.a2h_in1k,224,95.52,4.48,99.01,0.99,28.59,0.95,bicubic -ecaresnet50t.ra2_in1k,320,95.52,4.48,99.12,0.88,25.57,0.95,bicubic -flexivit_small.300ep_in1k,240,95.52,4.48,98.96,1.04,22.06,0.95,bicubic -xcit_medium_24_p16_224.fb_in1k,224,95.51,4.49,98.76,1.24,84.4,1.0,bicubic -cs3edgenet_x.c2_in1k,256,95.51,4.49,99.03,0.97,47.82,0.887,bicubic -pvt_v2_b2.in1k,224,95.5,4.5,98.99,1.01,25.36,0.9,bicubic -resnetv2_50d_gn.ah_in1k,288,95.5,4.5,98.98,1.02,25.57,1.0,bicubic -swinv2_tiny_window8_256.ms_in1k,256,95.5,4.5,99.12,0.88,28.35,0.9,bicubic -fbnetv3_g.ra2_in1k,288,95.5,4.5,98.99,1.01,16.62,0.95,bilinear -vit_relpos_medium_patch16_cls_224.sw_in1k,224,95.49,4.51,98.95,1.05,38.76,0.9,bicubic -resnet51q.ra2_in1k,256,95.49,4.51,98.99,1.01,35.7,0.875,bilinear -ecaresnet50d.miil_in1k,288,95.49,4.51,99.09,0.91,25.58,0.95,bicubic -resnet152.a1_in1k,288,95.49,4.51,98.77,1.23,60.19,1.0,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,95.49,4.51,99.22,0.78,28.29,0.9,bicubic -resnet152.a2_in1k,288,95.49,4.51,98.78,1.22,60.19,1.0,bicubic -visformer_small.in1k,224,95.49,4.51,98.9,1.1,40.22,0.9,bicubic -crossvit_18_240.in1k,240,95.49,4.51,98.8,1.2,43.27,0.875,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,95.49,4.51,99.11,0.89,88.79,0.875,bilinear -resnet101.a1_in1k,288,95.49,4.51,98.85,1.15,44.55,1.0,bicubic -focalnet_tiny_srf.ms_in1k,224,95.49,4.51,99.14,0.86,28.43,0.9,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,95.48,4.52,98.9,1.1,11.07,1.0,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,95.48,4.52,99.1,0.9,44.18,0.875,bilinear -focalnet_tiny_lrf.ms_in1k,224,95.48,4.52,98.94,1.06,28.65,0.9,bicubic -inception_next_tiny.sail_in1k,224,95.47,4.53,99.01,0.99,28.06,0.875,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,95.47,4.53,99.33,0.67,25.56,0.875,bilinear -vit_relpos_medium_patch16_224.sw_in1k,224,95.47,4.53,98.96,1.04,38.75,0.9,bicubic -ecaresnet50t.a1_in1k,288,95.46,4.54,99.02,0.98,25.57,1.0,bicubic -coatnet_0_rw_224.sw_in1k,224,95.46,4.54,98.72,1.28,27.44,0.95,bicubic -xcit_large_24_p16_224.fb_in1k,224,95.46,4.54,98.63,1.37,189.1,1.0,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,95.44,4.56,98.99,1.01,15.15,0.9,bicubic -deit_base_patch16_224.fb_in1k,224,95.44,4.56,98.84,1.16,86.57,0.9,bicubic -resnext50_32x4d.a1h_in1k,288,95.44,4.56,98.84,1.16,25.03,1.0,bicubic -tresnet_xl.miil_in1k,224,95.44,4.56,99.06,0.94,78.44,0.875,bilinear -resnet101.a2_in1k,288,95.43,4.57,98.94,1.06,44.55,1.0,bicubic -poolformerv2_m36.sail_in1k,224,95.43,4.57,98.88,1.12,56.08,1.0,bicubic -nfnet_l0.ra2_in1k,224,95.43,4.57,99.09,0.91,35.07,0.9,bicubic -xcit_small_12_p16_224.fb_in1k,224,95.43,4.57,98.84,1.16,26.25,1.0,bicubic -convnextv2_nano.fcmae_ft_in1k,224,95.43,4.57,98.98,1.02,15.62,0.875,bicubic -edgenext_small.usi_in1k,320,95.42,4.58,99.1,0.9,5.59,1.0,bicubic -halo2botnet50ts_256.a1h_in1k,256,95.42,4.58,99.02,0.98,22.64,0.95,bicubic -resnetrs101.tf_in1k,288,95.42,4.58,99.03,0.97,63.62,0.94,bicubic -cs3darknet_x.c2ns_in1k,256,95.41,4.59,99.02,0.98,35.05,0.95,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,95.41,4.59,99.13,0.87,22.05,0.9,bicubic -coatnext_nano_rw_224.sw_in1k,224,95.41,4.59,99.0,1.0,14.7,0.9,bicubic -poolformer_m36.sail_in1k,224,95.41,4.59,98.84,1.16,56.17,0.95,bicubic -regnety_032.ra_in1k,224,95.4,4.6,99.08,0.92,19.44,0.95,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,95.39,4.61,98.95,1.05,86.54,0.9,bicubic -dm_nfnet_f0.dm_in1k,192,95.38,4.62,98.92,1.08,71.49,0.9,bicubic -efficientformerv2_s2.snap_dist_in1k,224,95.38,4.62,98.95,1.05,12.71,0.95,bicubic -resnext101_32x8d.tv2_in1k,176,95.37,4.63,99.05,0.95,88.79,0.875,bilinear -resnet101.a1h_in1k,224,95.37,4.63,98.86,1.14,44.55,0.95,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,95.37,4.63,98.98,1.02,25.58,0.95,bicubic -hrnet_w18_ssld.paddle_in1k,224,95.36,4.64,99.07,0.93,21.3,0.95,bilinear -tf_efficientnet_b3.ap_in1k,300,95.36,4.64,98.9,1.1,12.23,0.904,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,95.36,4.64,98.87,1.13,59.88,0.875,bilinear -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,95.35,4.65,98.81,1.19,11.07,0.95,bicubic -ecaresnet50t.a2_in1k,288,95.35,4.65,98.93,1.07,25.57,1.0,bicubic -convnext_nano.d1h_in1k,288,95.35,4.65,98.85,1.15,15.59,1.0,bicubic -resnet61q.ra2_in1k,256,95.34,4.66,98.9,1.1,36.85,0.9,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,95.34,4.66,98.97,1.03,14.36,0.9,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,95.34,4.66,99.01,0.99,86.57,0.9,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,95.33,4.67,98.94,1.06,28.33,0.9,bicubic -poolformerv2_s36.sail_in1k,224,95.33,4.67,98.9,1.1,30.79,1.0,bicubic -seresnet50.ra2_in1k,288,95.33,4.67,99.01,0.99,28.09,0.95,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,95.32,4.68,98.82,1.18,7.79,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,288,95.32,4.68,98.98,1.02,25.58,1.0,bicubic -cs3sedarknet_l.c2ns_in1k,288,95.32,4.68,99.14,0.86,21.91,0.95,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,95.31,4.69,99.0,1.0,14.62,1.0,bilinear -efficientvit_b2.r224_in1k,224,95.31,4.69,98.79,1.21,24.33,0.95,bicubic -vit_small_patch16_384.augreg_in1k,384,95.29,4.71,99.02,0.98,22.2,1.0,bicubic -resnet101.tv2_in1k,224,95.29,4.71,98.92,1.08,44.55,0.965,bilinear -regnety_032.tv2_in1k,224,95.29,4.71,98.93,1.07,19.44,0.965,bicubic -ecaresnetlight.miil_in1k,288,95.29,4.71,99.04,0.96,30.16,0.95,bicubic -resnet50_gn.a1h_in1k,288,95.28,4.72,98.99,1.01,25.56,0.95,bicubic -gcresnet50t.ra2_in1k,288,95.28,4.72,98.9,1.1,25.9,1.0,bicubic -eca_nfnet_l0.ra2_in1k,224,95.27,4.73,99.1,0.9,24.14,0.9,bicubic -cait_xxs24_384.fb_dist_in1k,384,95.27,4.73,98.96,1.04,12.03,1.0,bicubic -tresnet_l.miil_in1k,224,95.27,4.73,99.01,0.99,55.99,0.875,bilinear -mobilevitv2_175.cvnets_in22k_ft_in1k,256,95.25,4.75,98.8,1.2,14.25,0.888,bicubic -nest_tiny_jx.goog_in1k,224,95.25,4.75,98.97,1.03,17.06,0.875,bicubic -convnextv2_pico.fcmae_ft_in1k,288,95.25,4.75,98.94,1.06,9.07,0.95,bicubic -coatnet_nano_rw_224.sw_in1k,224,95.24,4.76,98.87,1.13,15.14,0.9,bicubic -repvit_m3.dist_in1k,224,95.24,4.76,99.06,0.94,10.68,0.95,bicubic -resnetaa50.a1h_in1k,288,95.24,4.76,98.91,1.09,25.56,1.0,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,95.24,4.76,98.98,1.02,38.74,0.9,bicubic -twins_pcpvt_small.in1k,224,95.23,4.77,98.88,1.12,24.11,0.9,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,95.22,4.78,99.08,0.92,11.22,0.965,bicubic -twins_svt_small.in1k,224,95.21,4.79,98.86,1.14,24.06,0.9,bicubic -swin_s3_tiny_224.ms_in1k,224,95.19,4.81,98.96,1.04,28.33,0.9,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,95.19,4.81,98.95,1.05,21.98,0.9,bicubic -efficientnet_b3.ra2_in1k,288,95.19,4.81,99.04,0.96,12.23,0.875,bicubic -convit_small.fb_in1k,224,95.19,4.81,98.93,1.07,27.78,0.875,bicubic -pit_s_distilled_224.in1k,224,95.18,4.82,98.88,1.12,24.04,0.9,bicubic -tf_efficientnetv2_b3.in1k,300,95.18,4.82,98.82,1.18,14.36,0.904,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,95.17,4.83,98.86,1.14,28.29,0.9,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,95.17,4.83,98.92,1.08,18.45,0.888,bicubic -regnetz_b16.ra3_in1k,288,95.17,4.83,99.08,0.92,9.72,1.0,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,95.16,4.84,99.0,1.0,6.72,1.0,bicubic -cs3darknet_focus_l.c2ns_in1k,288,95.16,4.84,98.96,1.04,21.15,0.95,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,95.16,4.84,98.88,1.12,22.57,0.95,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,95.15,4.85,98.83,1.17,10.59,0.888,bicubic -resnet152.a1_in1k,224,95.14,4.86,98.41,1.59,60.19,0.95,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,95.14,4.86,99.09,0.91,7.79,0.882,bicubic -halonet50ts.a1h_in1k,256,95.14,4.86,98.78,1.22,22.73,0.94,bicubic -cs3darknet_l.c2ns_in1k,288,95.14,4.86,98.99,1.01,21.16,0.95,bicubic -fastvit_sa12.apple_dist_in1k,256,95.13,4.87,98.81,1.19,11.58,0.9,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,95.12,4.88,98.99,1.01,88.22,0.9,bicubic -crossvit_15_240.in1k,240,95.12,4.88,98.94,1.06,27.53,0.875,bicubic -efficientnet_el.ra_in1k,300,95.12,4.88,98.99,1.01,10.59,0.904,bicubic -tnt_s_patch16_224.in1k,224,95.11,4.89,98.87,1.13,23.77,0.9,bicubic -ecaresnet50d_pruned.miil_in1k,288,95.11,4.89,98.93,1.07,19.94,0.95,bicubic -hgnet_small.paddle_in1k,224,95.11,4.89,99.03,0.97,24.36,0.965,bicubic -regnetx_080.tv2_in1k,224,95.11,4.89,98.8,1.2,39.57,0.965,bicubic -convnext_nano_ols.d1h_in1k,288,95.11,4.89,98.71,1.29,15.65,1.0,bicubic -poolformer_s36.sail_in1k,224,95.11,4.89,98.9,1.1,30.86,0.9,bicubic -gernet_l.idstcv_in1k,256,95.1,4.9,98.9,1.1,31.08,0.875,bilinear -fasternet_s.in1k,224,95.09,4.91,98.78,1.22,31.18,1.0,bicubic -legacy_senet154.in1k,224,95.09,4.91,98.83,1.17,115.09,0.875,bilinear -xcit_tiny_12_p8_224.fb_dist_in1k,224,95.09,4.91,98.93,1.07,6.71,1.0,bicubic -mambaout_kobe.in1k,288,95.09,4.91,98.83,1.17,9.14,1.0,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,95.09,4.91,98.95,1.05,32.59,0.95,bicubic -ecaresnet101d_pruned.miil_in1k,224,95.08,4.92,98.98,1.02,24.88,0.875,bicubic -convmixer_1536_20.in1k,224,95.08,4.92,99.03,0.97,51.63,0.96,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,95.07,4.93,98.95,1.05,21.97,0.9,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,95.07,4.93,98.98,1.02,22.92,1.0,bicubic -wide_resnet50_2.racm_in1k,224,95.07,4.93,98.96,1.04,68.88,0.875,bicubic -tnt_s_legacy_patch16_224.in1k,224,95.06,4.94,98.84,1.16,23.76,0.9,bicubic -resnet152s.gluon_in1k,224,95.06,4.94,98.93,1.07,60.32,0.875,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,95.04,4.96,98.99,1.01,5.39,0.95,bicubic -seresnet33ts.ra2_in1k,288,95.04,4.96,98.9,1.1,19.78,1.0,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,95.04,4.96,98.84,1.16,13.68,1.0,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,95.03,4.97,99.06,0.94,25.55,1.0,bilinear -seresnext50_32x4d.racm_in1k,224,95.03,4.97,98.89,1.11,27.56,0.875,bicubic -fbnetv3_g.ra2_in1k,240,95.03,4.97,98.8,1.2,16.62,0.95,bilinear -levit_256.fb_dist_in1k,224,95.03,4.97,98.87,1.13,18.89,0.9,bicubic -levit_conv_256.fb_dist_in1k,224,95.03,4.97,98.87,1.13,18.89,0.9,bicubic -resnet50d.ra2_in1k,288,95.01,4.99,98.97,1.03,25.58,0.95,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,95.01,4.99,99.02,0.98,88.22,0.9,bicubic -tf_efficientnet_b3.aa_in1k,300,95.01,4.99,98.91,1.09,12.23,0.904,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,95.0,5.0,98.9,1.1,9.72,1.0,bicubic -coat_mini.in1k,224,94.99,5.01,98.78,1.22,10.34,0.9,bicubic -deit3_small_patch16_224.fb_in1k,224,94.99,5.01,98.47,1.53,22.06,0.9,bicubic -tresnet_m.miil_in1k_448,448,94.98,5.02,98.98,1.02,31.39,0.875,bilinear -resnet50.d_in1k,288,94.98,5.02,98.83,1.17,25.56,1.0,bicubic -efficientnetv2_rw_t.ra2_in1k,224,94.98,5.02,98.75,1.25,13.65,1.0,bicubic -rexnet_200.nav_in1k,224,94.98,5.02,98.99,1.01,16.37,0.875,bicubic -resnetv2_50d_evos.ah_in1k,224,94.97,5.03,98.75,1.25,25.59,0.95,bicubic -hgnet_tiny.paddle_in1k,288,94.96,5.04,99.06,0.94,14.74,1.0,bicubic -vit_base_patch16_384.augreg_in1k,384,94.96,5.04,98.91,1.09,86.86,1.0,bicubic -resnest50d_4s2x40d.in1k,224,94.96,5.04,99.07,0.93,30.42,0.875,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,94.96,5.04,98.87,1.13,5.76,1.0,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,94.95,5.05,98.8,1.2,8.46,0.95,bicubic -resnet152.a2_in1k,224,94.95,5.05,98.57,1.43,60.19,0.95,bicubic -edgenext_small.usi_in1k,256,94.95,5.05,98.96,1.04,5.59,0.95,bicubic -seresnext101_64x4d.gluon_in1k,224,94.94,5.06,98.8,1.2,88.23,0.875,bicubic -senet154.gluon_in1k,224,94.93,5.07,98.77,1.23,115.09,0.875,bicubic -convnext_nano.d1h_in1k,224,94.93,5.07,98.67,1.33,15.59,0.95,bicubic -seresnext101_32x4d.gluon_in1k,224,94.92,5.08,98.78,1.22,48.96,0.875,bicubic -gcresnet33ts.ra2_in1k,288,94.92,5.08,98.88,1.12,19.88,1.0,bicubic -fastvit_sa12.apple_in1k,256,94.89,5.11,98.86,1.14,11.58,0.9,bicubic -repvit_m1_1.dist_450e_in1k,224,94.89,5.11,98.92,1.08,8.8,0.95,bicubic -resnet50.c2_in1k,288,94.89,5.11,98.81,1.19,25.56,1.0,bicubic -ese_vovnet39b.ra_in1k,288,94.89,5.11,98.91,1.09,24.57,0.95,bicubic -tf_efficientnet_lite4.in1k,380,94.89,5.11,99.02,0.98,13.01,0.92,bilinear -resmlp_36_224.fb_distilled_in1k,224,94.88,5.12,98.87,1.13,44.69,0.875,bicubic -resnet50.b1k_in1k,288,94.87,5.13,98.8,1.2,25.56,1.0,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,94.87,5.13,98.81,1.19,9.72,1.0,bicubic -wide_resnet50_2.tv2_in1k,224,94.87,5.13,98.95,1.05,68.88,0.965,bilinear -convnext_tiny.fb_in22k_ft_in1k,288,94.87,5.13,98.55,1.45,28.59,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,94.87,5.13,98.68,1.32,11.07,0.95,bicubic -fastvit_s12.apple_dist_in1k,256,94.87,5.13,98.77,1.23,9.47,0.9,bicubic -mobilevitv2_175.cvnets_in1k,256,94.87,5.13,98.86,1.14,14.25,0.888,bicubic -gcresnext50ts.ch_in1k,288,94.87,5.13,98.85,1.15,15.67,1.0,bicubic -cs3sedarknet_l.c2ns_in1k,256,94.87,5.13,98.9,1.1,21.91,0.887,bicubic -resnetv2_50.a1h_in1k,288,94.86,5.14,98.87,1.13,25.55,1.0,bicubic -gcresnet50t.ra2_in1k,256,94.86,5.14,98.79,1.21,25.9,0.9,bicubic -mobilevitv2_200.cvnets_in1k,256,94.86,5.14,98.72,1.28,18.45,0.888,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,94.86,5.14,98.94,1.06,14.62,0.95,bilinear -seresnet33ts.ra2_in1k,256,94.86,5.14,98.81,1.19,19.78,0.9,bicubic -crossvit_small_240.in1k,240,94.85,5.15,99.02,0.98,26.86,0.875,bicubic -lambda_resnet50ts.a1h_in1k,256,94.85,5.15,98.47,1.53,21.54,0.95,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,94.85,5.15,98.71,1.29,7.79,0.9,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,94.85,5.15,98.88,1.12,25.03,0.875,bilinear -resnext50_32x4d.a1_in1k,288,94.84,5.16,98.62,1.38,25.03,1.0,bicubic -ecaresnet50t.ra2_in1k,256,94.84,5.16,98.91,1.09,25.57,0.875,bicubic -res2net101d.in1k,224,94.84,5.16,98.78,1.22,45.23,0.875,bilinear -cspresnext50.ra_in1k,256,94.83,5.17,98.73,1.27,20.57,0.887,bilinear -resnest50d.in1k,224,94.83,5.17,98.87,1.13,27.48,0.875,bilinear -resnet152d.gluon_in1k,224,94.82,5.18,98.76,1.24,60.21,0.875,bicubic -swiftformer_l1.dist_in1k,224,94.8,5.2,98.93,1.07,12.06,0.95,bicubic -resnet50.c1_in1k,288,94.79,5.21,98.92,1.08,25.56,1.0,bicubic -sehalonet33ts.ra2_in1k,256,94.79,5.21,98.57,1.43,13.69,0.94,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,94.79,5.21,98.95,1.05,13.42,0.95,bicubic -resnet50.a1h_in1k,224,94.78,5.22,98.69,1.31,25.56,1.0,bicubic -resnet50.a1_in1k,288,94.77,5.23,98.76,1.24,25.56,1.0,bicubic -resnet50d.a1_in1k,288,94.76,5.24,98.47,1.53,25.58,1.0,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,94.76,5.24,98.86,1.14,9.72,1.0,bicubic -repvit_m1_1.dist_300e_in1k,224,94.76,5.24,98.93,1.07,8.8,0.95,bicubic -resnest50d_1s4x24d.in1k,224,94.76,5.24,98.98,1.02,25.68,0.875,bicubic -ecaresnetlight.miil_in1k,224,94.76,5.24,98.8,1.2,30.16,0.875,bicubic -resnetv2_50d_gn.ah_in1k,224,94.76,5.24,98.69,1.31,25.57,0.95,bicubic -convnext_pico.d1_in1k,288,94.75,5.25,98.7,1.3,9.05,0.95,bicubic -haloregnetz_b.ra3_in1k,224,94.74,5.26,98.68,1.32,11.68,0.94,bicubic -vit_small_patch16_rope_224.naver_in1k,224,94.74,5.26,98.22,1.78,21.98,0.9,bicubic -repvit_m2.dist_in1k,224,94.74,5.26,98.67,1.33,8.8,0.95,bicubic -convnext_nano_ols.d1h_in1k,224,94.74,5.26,98.62,1.38,15.65,0.95,bicubic -resnet101s.gluon_in1k,224,94.74,5.26,98.82,1.18,44.67,0.875,bicubic -resnet152.a3_in1k,224,94.72,5.28,98.69,1.31,60.19,0.95,bicubic -resnet50.b2k_in1k,288,94.72,5.28,98.82,1.18,25.56,1.0,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,94.71,5.29,99.02,0.98,22.44,0.9,bicubic -resnetrs101.tf_in1k,192,94.7,5.3,98.71,1.29,63.62,0.94,bicubic -resnet101.a2_in1k,224,94.7,5.3,98.64,1.36,44.55,0.95,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,94.7,5.3,98.58,1.42,21.99,0.9,bicubic -resnext50_32x4d.ra_in1k,288,94.69,5.31,98.76,1.24,25.03,0.95,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,94.69,5.31,98.8,1.2,7.52,0.95,bicubic -ecaresnet50t.a1_in1k,224,94.68,5.32,98.58,1.42,25.57,0.95,bicubic -edgenext_small_rw.sw_in1k,320,94.68,5.32,98.82,1.18,7.83,1.0,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,94.68,5.32,98.83,1.17,6.71,1.0,bicubic -seresnet50.a2_in1k,288,94.68,5.32,98.76,1.24,28.09,1.0,bicubic -resnext101_64x4d.gluon_in1k,224,94.67,5.33,98.65,1.35,83.46,0.875,bicubic -cspdarknet53.ra_in1k,256,94.67,5.33,98.8,1.2,27.64,0.887,bilinear -sebotnet33ts_256.a1h_in1k,256,94.67,5.33,98.5,1.5,13.7,0.94,bicubic -seresnet50.a1_in1k,288,94.67,5.33,98.73,1.27,28.09,1.0,bicubic -regnetx_032.tv2_in1k,224,94.66,5.34,98.84,1.16,15.3,0.965,bicubic -resnet50.tv2_in1k,224,94.66,5.34,98.78,1.22,25.56,0.965,bilinear -pit_s_224.in1k,224,94.66,5.34,98.72,1.28,23.46,0.9,bicubic -cs3darknet_focus_l.c2ns_in1k,256,94.66,5.34,98.81,1.19,21.15,0.887,bicubic -efficientnet_b3_pruned.in1k,300,94.66,5.34,98.74,1.26,9.86,0.904,bicubic -convnext_pico_ols.d1_in1k,288,94.65,5.35,98.77,1.23,9.06,1.0,bicubic -gernet_m.idstcv_in1k,224,94.65,5.35,98.86,1.14,21.14,0.875,bilinear -eca_resnet33ts.ra2_in1k,288,94.65,5.35,98.89,1.11,19.68,1.0,bicubic -resmlp_big_24_224.fb_in1k,224,94.65,5.35,98.51,1.49,129.14,0.875,bicubic -poolformerv2_s24.sail_in1k,224,94.65,5.35,98.83,1.17,21.34,1.0,bicubic -efficientnet_b2.ra_in1k,288,94.64,5.36,98.71,1.29,9.11,1.0,bicubic -resnetaa50.a1h_in1k,224,94.64,5.36,98.59,1.41,25.56,0.95,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,94.64,5.36,98.31,1.69,22.06,0.9,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,94.64,5.36,98.78,1.22,15.25,0.95,bicubic -resnet50.a2_in1k,288,94.64,5.36,98.66,1.34,25.56,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,224,94.63,5.37,98.7,1.3,25.58,0.95,bicubic -tf_efficientnet_b3.in1k,300,94.63,5.37,98.77,1.23,12.23,0.904,bicubic -resnext50_32x4d.tv2_in1k,224,94.63,5.37,98.78,1.22,25.03,0.965,bilinear -ecaresnet50d.miil_in1k,224,94.63,5.37,98.88,1.12,25.58,0.875,bicubic -darknet53.c2ns_in1k,288,94.62,5.38,98.9,1.1,41.61,1.0,bicubic -tresnet_m.miil_in1k,224,94.62,5.38,98.56,1.44,31.39,0.875,bilinear -mambaout_femto.in1k,288,94.62,5.38,98.85,1.15,7.3,1.0,bicubic -nf_resnet50.ra2_in1k,288,94.62,5.38,98.8,1.2,25.56,0.94,bicubic -fastvit_t12.apple_dist_in1k,256,94.62,5.38,98.8,1.2,7.55,0.9,bicubic -resnet50d.a2_in1k,288,94.59,5.41,98.67,1.33,25.58,1.0,bicubic -tf_efficientnetv2_b3.in1k,240,94.59,5.41,98.66,1.34,14.36,0.904,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,94.58,5.42,98.96,1.04,6.34,1.0,bicubic -regnety_016.tv2_in1k,224,94.58,5.42,98.84,1.16,11.2,0.965,bicubic -regnety_320.pycls_in1k,224,94.58,5.42,98.84,1.16,145.05,0.875,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,94.58,5.42,98.88,1.12,6.34,1.0,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,94.58,5.42,98.36,1.64,22.06,0.9,bicubic -poolformer_s24.sail_in1k,224,94.58,5.42,98.9,1.1,21.39,0.9,bicubic -inception_resnet_v2.tf_in1k,299,94.57,5.43,98.8,1.2,55.84,0.8975,bicubic -seresnet50.ra2_in1k,224,94.57,5.43,98.76,1.24,28.09,0.875,bicubic -resnext50_32x4d.a2_in1k,288,94.56,5.44,98.64,1.36,25.03,1.0,bicubic -regnetz_b16.ra3_in1k,224,94.56,5.44,98.88,1.12,9.72,0.94,bicubic -repvit_m1_0.dist_450e_in1k,224,94.56,5.44,98.89,1.11,7.3,0.95,bicubic -cs3darknet_l.c2ns_in1k,256,94.55,5.45,98.91,1.09,21.16,0.887,bicubic -repvgg_b3.rvgg_in1k,224,94.55,5.45,98.78,1.22,123.09,0.875,bilinear -resnext50d_32x4d.bt_in1k,288,94.55,5.45,98.69,1.31,25.05,0.95,bicubic -gcresnext50ts.ch_in1k,256,94.54,5.46,98.71,1.29,15.67,0.9,bicubic -resnext50_32x4d.a1h_in1k,224,94.54,5.46,98.6,1.4,25.03,0.95,bicubic -resnext101_32x4d.gluon_in1k,224,94.53,5.47,98.63,1.37,44.18,0.875,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,94.53,5.47,98.8,1.2,12.12,1.0,bicubic -resnet101.a1_in1k,224,94.53,5.47,98.52,1.48,44.55,0.95,bicubic -mobilevitv2_150.cvnets_in1k,256,94.53,5.47,98.72,1.28,10.59,0.888,bicubic -regnety_120.pycls_in1k,224,94.52,5.48,98.82,1.18,51.82,0.875,bicubic -resnet50.ram_in1k,288,94.52,5.48,98.67,1.33,25.56,0.95,bicubic -darknetaa53.c2ns_in1k,288,94.52,5.48,98.76,1.24,36.02,1.0,bilinear -repvgg_b3g4.rvgg_in1k,224,94.52,5.48,98.96,1.04,83.83,0.875,bilinear -tf_efficientnet_b2.ap_in1k,260,94.51,5.49,98.62,1.38,9.11,0.89,bicubic -efficientformer_l1.snap_dist_in1k,224,94.5,5.5,98.82,1.18,12.29,0.95,bicubic -ecaresnet50t.a2_in1k,224,94.5,5.5,98.64,1.36,25.57,0.95,bicubic -convmixer_768_32.in1k,224,94.5,5.5,98.85,1.15,21.11,0.96,bicubic -gcresnet33ts.ra2_in1k,256,94.5,5.5,98.78,1.22,19.88,0.9,bicubic -efficientvit_b1.r288_in1k,288,94.49,5.51,98.54,1.46,9.1,1.0,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,94.49,5.51,98.78,1.22,21.82,1.0,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,94.49,5.51,98.92,1.08,25.56,0.875,bilinear -rexnet_150.nav_in1k,224,94.48,5.52,98.79,1.21,9.73,0.875,bicubic -resnetblur50.bt_in1k,288,94.47,5.53,98.78,1.22,25.56,0.95,bicubic -wide_resnet101_2.tv2_in1k,176,94.47,5.53,98.68,1.32,126.89,0.875,bilinear -convnextv2_pico.fcmae_ft_in1k,224,94.46,5.54,98.62,1.38,9.07,0.875,bicubic -resnetv2_50.a1h_in1k,224,94.45,5.55,98.7,1.3,25.55,0.95,bicubic -resmlp_24_224.fb_distilled_in1k,224,94.45,5.55,98.77,1.23,30.02,0.875,bicubic -regnetx_320.pycls_in1k,224,94.44,5.56,98.73,1.27,107.81,0.875,bicubic -tf_efficientnetv2_b2.in1k,260,94.44,5.56,98.6,1.4,10.1,0.89,bicubic -deit_small_patch16_224.fb_in1k,224,94.43,5.57,98.7,1.3,22.05,0.9,bicubic -resnet50.a1_in1k,224,94.41,5.59,98.43,1.57,25.56,0.95,bicubic -tf_efficientnet_el.in1k,300,94.4,5.6,98.71,1.29,10.59,0.904,bicubic -tf_efficientnet_b2.aa_in1k,260,94.4,5.6,98.6,1.4,9.11,0.89,bicubic -ecaresnet50t.a3_in1k,224,94.4,5.6,98.67,1.33,25.57,0.95,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,94.4,5.6,98.49,1.51,21.82,1.0,bicubic -efficientnet_el_pruned.in1k,300,94.39,5.61,98.75,1.25,10.59,0.904,bicubic -inception_v4.tf_in1k,299,94.38,5.62,98.56,1.44,42.68,0.875,bicubic -gcvit_xxtiny.in1k,224,94.38,5.62,98.89,1.11,12.0,0.875,bicubic -regnety_160.pycls_in1k,224,94.37,5.63,98.83,1.17,83.59,0.875,bicubic -dpn107.mx_in1k,224,94.37,5.63,98.48,1.52,86.92,0.875,bicubic -legacy_seresnext101_32x4d.in1k,224,94.37,5.63,98.64,1.36,48.96,0.875,bilinear -resnet50_gn.a1h_in1k,224,94.36,5.64,98.69,1.31,25.56,0.94,bicubic -seresnext50_32x4d.gluon_in1k,224,94.36,5.64,98.62,1.38,27.56,0.875,bicubic -repvit_m1_0.dist_300e_in1k,224,94.33,5.67,98.85,1.15,7.3,0.95,bicubic -xception71.tf_in1k,299,94.33,5.67,98.65,1.35,42.34,0.903,bicubic -resnet50.bt_in1k,288,94.32,5.68,98.64,1.36,25.56,0.95,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,94.32,5.68,98.58,1.42,8.46,0.9,bicubic -res2net50d.in1k,224,94.31,5.69,98.55,1.45,25.72,0.875,bilinear -darknet53.c2ns_in1k,256,94.31,5.69,98.86,1.14,41.61,0.887,bicubic -ecaresnet26t.ra2_in1k,320,94.31,5.69,98.72,1.28,16.01,0.95,bicubic -resnet50d.a1_in1k,224,94.3,5.7,98.36,1.64,25.58,0.95,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,94.3,5.7,98.78,1.22,9.72,0.95,bicubic -resnetrs50.tf_in1k,224,94.3,5.7,98.64,1.36,35.69,0.91,bicubic -resnet50d.ra2_in1k,224,94.3,5.7,98.74,1.26,25.58,0.875,bicubic -hgnet_tiny.paddle_in1k,224,94.29,5.71,98.8,1.2,14.74,0.965,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,94.29,5.71,98.75,1.25,9.72,0.95,bicubic -tiny_vit_5m_224.in1k,224,94.28,5.72,98.66,1.34,5.39,0.95,bicubic -dpn92.mx_in1k,224,94.28,5.72,98.75,1.25,37.67,0.875,bicubic -resnet50.c2_in1k,224,94.28,5.72,98.54,1.46,25.56,0.95,bicubic -skresnext50_32x4d.ra_in1k,224,94.26,5.74,98.47,1.53,27.48,0.875,bicubic -ecaresnet50d_pruned.miil_in1k,224,94.26,5.74,98.7,1.3,19.94,0.875,bicubic -cait_xxs36_224.fb_dist_in1k,224,94.26,5.74,98.71,1.29,17.3,1.0,bicubic -resnet101d.gluon_in1k,224,94.25,5.75,98.55,1.45,44.57,0.875,bicubic -regnetx_120.pycls_in1k,224,94.24,5.76,98.65,1.35,46.11,0.875,bicubic -resnet50.ra_in1k,288,94.22,5.78,98.64,1.36,25.56,0.95,bicubic -mambaout_kobe.in1k,224,94.22,5.78,98.6,1.4,9.14,1.0,bicubic -fastvit_s12.apple_in1k,256,94.22,5.78,98.57,1.43,9.47,0.9,bicubic -resnext50d_32x4d.bt_in1k,224,94.22,5.78,98.6,1.4,25.05,0.875,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,94.22,5.78,98.59,1.41,55.84,0.8975,bicubic -resnetv2_34.ra4_e3600_r224_in1k,288,94.21,5.79,98.56,1.44,21.8,1.0,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,94.21,5.79,98.7,1.3,9.72,0.95,bicubic -resmlp_36_224.fb_in1k,224,94.2,5.8,98.66,1.34,44.69,0.875,bicubic -wide_resnet50_2.tv2_in1k,176,94.2,5.8,98.68,1.32,68.88,0.875,bilinear -mixnet_xl.ra_in1k,224,94.2,5.8,98.33,1.67,11.9,0.875,bicubic -efficientformerv2_s1.snap_dist_in1k,224,94.2,5.8,98.63,1.37,6.19,0.95,bicubic -eca_resnet33ts.ra2_in1k,256,94.2,5.8,98.77,1.23,19.68,0.9,bicubic -tf_efficientnet_lite3.in1k,300,94.2,5.8,98.64,1.36,8.2,0.904,bilinear -regnety_080.pycls_in1k,224,94.18,5.82,98.67,1.33,39.18,0.875,bicubic -levit_conv_192.fb_dist_in1k,224,94.18,5.82,98.54,1.46,10.95,0.9,bicubic -levit_192.fb_dist_in1k,224,94.18,5.82,98.54,1.46,10.95,0.9,bicubic -regnetx_016.tv2_in1k,224,94.17,5.83,98.74,1.26,9.19,0.965,bicubic -convnextv2_femto.fcmae_ft_in1k,288,94.17,5.83,98.63,1.37,5.23,0.95,bicubic -regnetx_160.pycls_in1k,224,94.16,5.84,98.74,1.26,54.28,0.875,bicubic -resnet152c.gluon_in1k,224,94.16,5.84,98.63,1.37,60.21,0.875,bicubic -regnety_064.pycls_in1k,224,94.16,5.84,98.72,1.28,30.58,0.875,bicubic -resnet33ts.ra2_in1k,288,94.16,5.84,98.61,1.39,19.68,1.0,bicubic -resnet152.gluon_in1k,224,94.16,5.84,98.46,1.54,60.19,0.875,bicubic -dpn98.mx_in1k,224,94.16,5.84,98.6,1.4,61.57,0.875,bicubic -gmlp_s16_224.ra3_in1k,224,94.15,5.85,98.49,1.51,19.42,0.875,bicubic -nf_resnet50.ra2_in1k,256,94.15,5.85,98.74,1.26,25.56,0.94,bicubic -vit_base_patch16_224.sam_in1k,224,94.15,5.85,98.69,1.31,86.57,0.9,bicubic -nf_regnet_b1.ra2_in1k,288,94.15,5.85,98.63,1.37,10.22,0.9,bicubic -efficientnet_b2_pruned.in1k,260,94.14,5.86,98.52,1.48,8.31,0.89,bicubic -tf_efficientnet_b2.in1k,260,94.13,5.87,98.45,1.55,9.11,0.89,bicubic -resnet50.b2k_in1k,224,94.12,5.88,98.45,1.55,25.56,0.95,bicubic -resnext50_32x4d.ra_in1k,224,94.11,5.89,98.33,1.67,25.03,0.875,bicubic -ese_vovnet39b.ra_in1k,224,94.11,5.89,98.66,1.34,24.57,0.875,bicubic -resnet50d.a2_in1k,224,94.1,5.9,98.48,1.52,25.58,0.95,bicubic -resnet152.tv2_in1k,176,94.1,5.9,98.55,1.45,60.19,0.875,bilinear -xcit_tiny_24_p16_224.fb_in1k,224,94.09,5.91,98.51,1.49,12.12,1.0,bicubic -resnext50_32x4d.a1_in1k,224,94.07,5.93,98.2,1.8,25.03,0.95,bicubic -eca_halonext26ts.c1_in1k,256,94.07,5.93,98.5,1.5,10.76,0.94,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,94.07,5.93,98.63,1.37,21.82,1.0,bicubic -resnet50.d_in1k,224,94.06,5.94,98.43,1.57,25.56,0.95,bicubic -dla102x2.in1k,224,94.06,5.94,98.48,1.52,41.28,0.875,bilinear -convnext_pico.d1_in1k,224,94.06,5.94,98.49,1.51,9.05,0.875,bicubic -convnext_pico_ols.d1_in1k,224,94.06,5.94,98.54,1.46,9.06,0.95,bicubic -halonet26t.a1h_in1k,256,94.05,5.95,98.47,1.53,12.48,0.95,bicubic -resnet101.a3_in1k,224,94.05,5.95,98.65,1.35,44.55,0.95,bicubic -coat_lite_mini.in1k,224,94.05,5.95,98.53,1.47,11.01,0.9,bicubic -seresnet50.a1_in1k,224,94.05,5.95,98.41,1.59,28.09,0.95,bicubic -resnext50_32x4d.a2_in1k,224,94.05,5.95,98.24,1.76,25.03,0.95,bicubic -resnet50.c1_in1k,224,94.03,5.97,98.62,1.38,25.56,0.95,bicubic -hrnet_w64.ms_in1k,224,94.03,5.97,98.62,1.38,128.06,0.875,bilinear -dpn131.mx_in1k,224,94.03,5.97,98.71,1.29,79.25,0.875,bicubic -resnet50.b1k_in1k,224,94.03,5.97,98.52,1.48,25.56,0.95,bicubic -efficientvit_b1.r256_in1k,256,94.03,5.97,98.37,1.63,9.1,1.0,bicubic -resmlp_24_224.fb_in1k,224,94.02,5.98,98.35,1.65,30.02,0.875,bicubic -efficientnet_b2.ra_in1k,256,94.02,5.98,98.46,1.54,9.11,0.875,bicubic -mobilevitv2_125.cvnets_in1k,256,93.99,6.01,98.56,1.44,7.48,0.888,bicubic -resnet50.am_in1k,224,93.99,6.01,98.52,1.48,25.56,0.875,bicubic -fbnetv3_b.ra2_in1k,256,93.99,6.01,98.63,1.37,8.6,0.95,bilinear -fastvit_t12.apple_in1k,256,93.99,6.01,98.6,1.4,7.55,0.9,bicubic -dpn68b.ra_in1k,288,93.98,6.02,98.32,1.68,12.61,1.0,bicubic -resnetblur50.bt_in1k,224,93.98,6.02,98.54,1.46,25.56,0.875,bicubic -shvit_s4.in1k,256,93.97,6.03,98.46,1.54,16.59,0.875,bicubic -seresnet50.a2_in1k,224,93.96,6.04,98.39,1.61,28.09,0.95,bicubic -tf_efficientnetv2_b1.in1k,240,93.96,6.04,98.63,1.37,8.14,0.882,bicubic -convnext_femto.d1_in1k,288,93.93,6.07,98.53,1.47,5.22,0.95,bicubic -hrnet_w48.ms_in1k,224,93.93,6.07,98.6,1.4,77.47,0.875,bilinear -edgenext_small_rw.sw_in1k,256,93.93,6.07,98.55,1.45,7.83,0.9,bicubic -fbnetv3_d.ra2_in1k,256,93.92,6.08,98.74,1.26,10.31,0.95,bilinear -tf_efficientnet_cc_b1_8e.in1k,240,93.92,6.08,98.27,1.73,39.72,0.882,bicubic -vit_small_patch16_224.augreg_in1k,224,93.9,6.1,98.46,1.54,22.05,0.9,bicubic -regnetx_064.pycls_in1k,224,93.9,6.1,98.63,1.37,26.21,0.875,bicubic -darknetaa53.c2ns_in1k,256,93.9,6.1,98.63,1.37,36.02,0.887,bilinear -rexnet_130.nav_in1k,224,93.89,6.11,98.42,1.58,7.56,0.875,bicubic -convnext_femto_ols.d1_in1k,288,93.89,6.11,98.62,1.38,5.23,0.95,bicubic -regnety_040.pycls_in1k,224,93.88,6.12,98.65,1.35,20.65,0.875,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,93.88,6.12,98.71,1.29,6.34,0.965,bicubic -repvgg_b2g4.rvgg_in1k,224,93.87,6.13,98.61,1.39,61.76,0.875,bilinear -lambda_resnet26t.c1_in1k,256,93.87,6.13,98.6,1.4,10.96,0.94,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,93.87,6.13,98.39,1.61,5.29,1.0,bicubic -resnet50.a2_in1k,224,93.85,6.15,98.36,1.64,25.56,0.95,bicubic -regnetx_080.pycls_in1k,224,93.85,6.15,98.52,1.48,39.57,0.875,bicubic -efficientnet_em.ra2_in1k,240,93.84,6.16,98.81,1.19,6.9,0.882,bicubic -ecaresnet26t.ra2_in1k,256,93.84,6.16,98.65,1.35,16.01,0.875,bicubic -resnext50_32x4d.gluon_in1k,224,93.83,6.17,98.41,1.59,25.03,0.875,bicubic -resnet32ts.ra2_in1k,288,93.83,6.17,98.66,1.34,17.96,1.0,bicubic -pvt_v2_b1.in1k,224,93.83,6.17,98.66,1.34,14.01,0.9,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,93.82,6.18,98.76,1.24,6.0,1.0,bicubic -tf_efficientnetv2_b2.in1k,208,93.82,6.18,98.36,1.64,10.1,0.89,bicubic -resnet101.tv2_in1k,176,93.82,6.18,98.45,1.55,44.55,0.875,bilinear -resnext101_32x8d.tv_in1k,224,93.81,6.19,98.58,1.42,88.79,0.875,bilinear -resnet50.ram_in1k,224,93.81,6.19,98.4,1.6,25.56,0.875,bicubic -cspresnet50.ra_in1k,256,93.8,6.2,98.63,1.37,21.62,0.887,bilinear -starnet_s4.in1k,224,93.8,6.2,98.43,1.57,7.48,0.875,bicubic -eca_botnext26ts_256.c1_in1k,256,93.8,6.2,98.5,1.5,10.59,0.95,bicubic -resnet50.tv2_in1k,176,93.79,6.21,98.5,1.5,25.56,0.875,bilinear -resnet50d.gluon_in1k,224,93.79,6.21,98.39,1.61,25.58,0.875,bicubic -pit_xs_distilled_224.in1k,224,93.78,6.22,98.61,1.39,11.0,0.9,bicubic -mobileone_s4.apple_in1k,224,93.77,6.23,98.25,1.75,14.95,0.9,bilinear -xception65.tf_in1k,299,93.77,6.23,98.42,1.58,39.92,0.903,bicubic -wide_resnet101_2.tv_in1k,224,93.76,6.24,98.52,1.48,126.89,0.875,bilinear -res2net101_26w_4s.in1k,224,93.75,6.25,98.32,1.68,45.21,0.875,bilinear -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,93.75,6.25,98.1,1.9,119.42,0.9,bicubic -resnet101.gluon_in1k,224,93.73,6.27,98.4,1.6,44.55,0.875,bicubic -lambda_resnet26rpt_256.c1_in1k,256,93.73,6.27,98.49,1.51,10.99,0.94,bicubic -legacy_seresnext50_32x4d.in1k,224,93.73,6.27,98.59,1.41,27.56,0.875,bilinear -tf_efficientnet_b1.ap_in1k,240,93.72,6.28,98.37,1.63,7.79,0.882,bicubic -mambaout_femto.in1k,224,93.7,6.3,98.5,1.5,7.3,1.0,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,93.69,6.31,98.63,1.37,5.29,0.875,bicubic -regnety_008_tv.tv2_in1k,224,93.69,6.31,98.49,1.51,6.43,0.965,bicubic -resnet50s.gluon_in1k,224,93.68,6.32,98.46,1.54,25.68,0.875,bicubic -resnet101c.gluon_in1k,224,93.68,6.32,98.44,1.56,44.57,0.875,bicubic -resnet152.a3_in1k,160,93.67,6.33,98.23,1.77,60.19,0.95,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,93.67,6.33,98.67,1.33,6.34,0.965,bicubic -resnext50_32x4d.a3_in1k,224,93.65,6.35,98.51,1.49,25.03,0.95,bicubic -resnet34d.ra2_in1k,288,93.65,6.35,98.56,1.44,21.82,0.95,bicubic -vit_base_patch32_384.augreg_in1k,384,93.64,6.36,98.39,1.61,88.3,1.0,bicubic -resnet34.ra4_e3600_r224_in1k,288,93.64,6.36,98.47,1.53,21.8,1.0,bicubic -vit_base_patch16_224.augreg_in1k,224,93.63,6.37,98.24,1.76,86.57,0.9,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,93.63,6.37,98.6,1.4,5.79,1.0,bicubic -resnext50_32x4d.tv2_in1k,176,93.62,6.38,98.3,1.7,25.03,0.875,bilinear -repvit_m0_9.dist_450e_in1k,224,93.61,6.39,98.51,1.49,5.49,0.95,bicubic -resnet33ts.ra2_in1k,256,93.61,6.39,98.52,1.48,19.68,0.9,bicubic -visformer_tiny.in1k,224,93.59,6.41,98.51,1.49,10.32,0.9,bicubic -cait_xxs24_224.fb_dist_in1k,224,93.59,6.41,98.45,1.55,11.96,1.0,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,93.59,6.41,98.7,1.3,6.0,1.0,bicubic -coat_tiny.in1k,224,93.58,6.42,98.43,1.57,5.5,0.9,bicubic -hrnet_w44.ms_in1k,224,93.58,6.42,98.68,1.32,67.06,0.875,bilinear -seresnext26t_32x4d.bt_in1k,288,93.57,6.43,98.4,1.6,16.81,0.95,bicubic -resnet50.a1h_in1k,176,93.57,6.43,98.51,1.49,25.56,0.9,bicubic -fasternet_t2.in1k,224,93.56,6.44,98.38,1.62,14.98,1.0,bicubic -efficientvit_b1.r224_in1k,224,93.54,6.46,98.33,1.67,9.1,0.95,bicubic -regnetx_040.pycls_in1k,224,93.54,6.46,98.57,1.43,22.12,0.875,bicubic -botnet26t_256.c1_in1k,256,93.52,6.48,98.32,1.68,12.49,0.95,bicubic -resnet50d.a3_in1k,224,93.52,6.48,98.46,1.54,25.58,0.95,bicubic -hrnet_w40.ms_in1k,224,93.51,6.49,98.56,1.44,57.56,0.875,bilinear -hrnet_w32.ms_in1k,224,93.51,6.49,98.44,1.56,41.23,0.875,bilinear -hrnet_w18.ms_aug_in1k,224,93.51,6.49,98.61,1.39,21.3,0.95,bilinear -tf_efficientnet_b1.aa_in1k,240,93.51,6.49,98.36,1.64,7.79,0.882,bicubic -repvgg_b2.rvgg_in1k,224,93.5,6.5,98.74,1.26,89.02,0.875,bilinear -inception_v3.gluon_in1k,299,93.5,6.5,98.54,1.46,23.83,0.875,bicubic -resnet32ts.ra2_in1k,256,93.5,6.5,98.5,1.5,17.96,0.9,bicubic -repghostnet_200.in1k,224,93.5,6.5,98.54,1.46,9.8,0.875,bicubic -dla102x.in1k,224,93.49,6.51,98.49,1.51,26.31,0.875,bilinear -legacy_xception.tf_in1k,299,93.47,6.53,98.53,1.47,22.86,0.8975,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,93.46,6.54,98.52,1.48,3.05,1.0,bicubic -seresnext26d_32x4d.bt_in1k,288,93.44,6.56,98.34,1.66,16.81,0.95,bicubic -legacy_seresnet152.in1k,224,93.44,6.56,98.36,1.64,66.82,0.875,bilinear -regnety_032.pycls_in1k,224,93.44,6.56,98.63,1.37,19.44,0.875,bicubic -fbnetv3_d.ra2_in1k,224,93.44,6.56,98.44,1.56,10.31,0.95,bilinear -repvit_m0_9.dist_300e_in1k,224,93.43,6.57,98.73,1.27,5.49,0.95,bicubic -xception41.tf_in1k,299,93.42,6.58,98.41,1.59,26.97,0.903,bicubic -nf_regnet_b1.ra2_in1k,256,93.42,6.58,98.6,1.4,10.22,0.9,bicubic -mixnet_l.ft_in1k,224,93.42,6.58,98.23,1.77,7.33,0.875,bicubic -res2net50_26w_6s.in1k,224,93.42,6.58,98.26,1.74,37.05,0.875,bilinear -res2net50_26w_8s.in1k,224,93.41,6.59,98.18,1.82,48.4,0.875,bilinear -dpn68b.ra_in1k,224,93.4,6.6,98.22,1.78,12.61,0.95,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,93.4,6.6,98.55,1.45,6.72,1.0,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,224,93.39,6.61,98.38,1.62,21.82,0.9,bicubic -convnextv2_femto.fcmae_ft_in1k,224,93.39,6.61,98.48,1.52,5.23,0.875,bicubic -levit_128.fb_dist_in1k,224,93.38,6.62,98.38,1.62,9.21,0.9,bicubic -levit_conv_128.fb_dist_in1k,224,93.38,6.62,98.37,1.63,9.21,0.9,bicubic -resnest26d.gluon_in1k,224,93.36,6.64,98.63,1.37,17.07,0.875,bilinear -inception_v3.tf_in1k,299,93.35,6.65,98.06,1.94,23.83,0.875,bicubic -cs3darknet_m.c2ns_in1k,288,93.35,6.65,98.62,1.38,9.31,0.95,bicubic -resnet50.ra_in1k,224,93.35,6.65,98.55,1.45,25.56,0.875,bicubic -dla169.in1k,224,93.33,6.67,98.6,1.4,53.39,0.875,bilinear -resnet152.tv_in1k,224,93.33,6.67,98.38,1.62,60.19,0.875,bilinear -selecsls60b.in1k,224,93.33,6.67,98.27,1.73,32.77,0.875,bicubic -repvgg_b1.rvgg_in1k,224,93.33,6.67,98.51,1.49,57.42,0.875,bilinear -bat_resnext26ts.ch_in1k,256,93.32,6.68,98.35,1.65,10.73,0.9,bicubic -repvit_m1.dist_in1k,224,93.32,6.68,98.42,1.58,5.49,0.95,bicubic -fbnetv3_b.ra2_in1k,224,93.31,6.69,98.44,1.56,8.6,0.95,bilinear -legacy_seresnet101.in1k,224,93.31,6.69,98.48,1.52,49.33,0.875,bilinear -tf_mixnet_l.in1k,224,93.29,6.71,98.03,1.97,7.33,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,93.29,6.71,98.25,1.75,4.9,0.888,bicubic -efficientnet_b1.ft_in1k,256,93.28,6.72,98.24,1.76,7.79,1.0,bicubic -resnet50.bt_in1k,224,93.26,6.74,98.39,1.61,25.56,0.875,bicubic -coat_lite_tiny.in1k,224,93.26,6.74,98.27,1.73,5.72,0.9,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,93.23,6.77,98.37,1.63,5.29,0.9,bicubic -wide_resnet50_2.tv_in1k,224,93.21,6.79,98.32,1.68,68.88,0.875,bilinear -mobilevit_s.cvnets_in1k,256,93.21,6.79,98.47,1.53,5.58,0.9,bicubic -dla60_res2next.in1k,224,93.2,6.8,98.41,1.59,17.03,0.875,bilinear -efficientnet_es.ra_in1k,224,93.2,6.8,98.4,1.6,5.44,0.875,bicubic -hrnet_w30.ms_in1k,224,93.2,6.8,98.41,1.59,37.71,0.875,bilinear -gcresnext26ts.ch_in1k,288,93.18,6.82,98.3,1.7,10.48,1.0,bicubic -resnet26t.ra2_in1k,320,93.18,6.82,98.5,1.5,16.01,1.0,bicubic -ese_vovnet19b_dw.ra_in1k,288,93.17,6.83,98.27,1.73,6.54,0.95,bicubic -tf_efficientnetv2_b1.in1k,192,93.15,6.85,98.1,1.9,8.14,0.882,bicubic -dla60_res2net.in1k,224,93.15,6.85,98.41,1.59,20.85,0.875,bilinear -regnety_016.pycls_in1k,224,93.14,6.86,98.34,1.66,11.2,0.875,bicubic -regnetx_032.pycls_in1k,224,93.14,6.86,98.39,1.61,15.3,0.875,bicubic -tf_efficientnetv2_b0.in1k,224,93.13,6.87,98.36,1.64,7.14,0.875,bicubic -pit_xs_224.in1k,224,93.13,6.87,98.32,1.68,10.62,0.9,bicubic -resnet34.a1_in1k,288,93.11,6.89,98.3,1.7,21.8,1.0,bicubic -eca_resnext26ts.ch_in1k,288,93.1,6.9,98.43,1.57,10.3,1.0,bicubic -dla60x.in1k,224,93.1,6.9,98.49,1.51,17.35,0.875,bilinear -ecaresnet50t.a3_in1k,160,93.1,6.9,98.27,1.73,25.57,0.95,bicubic -convnext_femto_ols.d1_in1k,224,93.09,6.91,98.4,1.6,5.23,0.875,bicubic -tf_efficientnet_b1.in1k,240,93.08,6.92,98.29,1.71,7.79,0.882,bicubic -convnext_atto_ols.a2_in1k,288,93.08,6.92,98.47,1.53,3.7,0.95,bicubic -dla102.in1k,224,93.07,6.93,98.55,1.45,33.27,0.875,bilinear -resnet101.a3_in1k,160,93.04,6.96,98.15,1.85,44.55,0.95,bicubic -rexnet_100.nav_in1k,224,93.03,6.97,98.19,1.81,4.8,0.875,bicubic -swiftformer_s.dist_in1k,224,93.03,6.97,98.33,1.67,6.09,0.95,bicubic -ghostnetv2_160.in1k,224,93.02,6.98,98.23,1.77,12.39,0.875,bicubic -resnet50c.gluon_in1k,224,93.02,6.98,98.36,1.64,25.58,0.875,bicubic -selecsls60.in1k,224,93.01,6.99,98.31,1.69,30.67,0.875,bicubic -repvgg_b1g4.rvgg_in1k,224,93.01,6.99,98.41,1.59,39.97,0.875,bilinear -cs3darknet_focus_m.c2ns_in1k,288,93.0,7.0,98.37,1.63,9.3,0.95,bicubic -seresnext26ts.ch_in1k,288,92.98,7.02,98.45,1.55,10.39,1.0,bicubic -legacy_seresnet50.in1k,224,92.98,7.02,98.2,1.8,28.09,0.875,bilinear -hardcorenas_f.miil_green_in1k,224,92.98,7.02,98.14,1.86,8.2,0.875,bilinear -convnextv2_atto.fcmae_ft_in1k,288,92.98,7.02,98.06,1.94,3.71,0.95,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,92.97,7.03,98.25,1.75,21.8,0.9,bicubic -poolformerv2_s12.sail_in1k,224,92.96,7.04,98.36,1.64,11.89,1.0,bicubic -tf_efficientnet_em.in1k,240,92.95,7.05,98.21,1.79,6.9,0.882,bicubic -crossvit_9_dagger_240.in1k,240,92.94,7.06,98.21,1.79,8.78,0.875,bicubic -convnext_femto.d1_in1k,224,92.94,7.06,98.26,1.74,5.22,0.875,bicubic -resnetrs50.tf_in1k,160,92.93,7.07,98.25,1.75,35.69,0.91,bicubic -mobileone_s3.apple_in1k,224,92.91,7.09,98.18,1.82,10.17,0.9,bilinear -res2next50.in1k,224,92.9,7.1,98.21,1.79,24.67,0.875,bilinear -inception_v3.tf_adv_in1k,299,92.9,7.1,98.14,1.86,23.83,0.875,bicubic -gmixer_24_224.ra3_in1k,224,92.87,7.13,97.89,2.11,24.72,0.875,bicubic -resnet34.ra4_e3600_r224_in1k,224,92.86,7.14,98.08,1.92,21.8,0.9,bicubic -seresnext26t_32x4d.bt_in1k,224,92.84,7.16,98.35,1.65,16.81,0.875,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,92.83,7.17,98.16,1.84,24.01,0.875,bicubic -mobileone_s2.apple_in1k,224,92.83,7.17,98.25,1.75,7.88,0.9,bilinear -hgnetv2_b0.ssld_stage2_ft_in1k,224,92.83,7.17,98.43,1.57,6.0,0.965,bicubic -dpn68b.mx_in1k,224,92.82,7.18,98.15,1.85,12.61,0.875,bicubic -resmlp_12_224.fb_distilled_in1k,224,92.82,7.18,98.13,1.87,15.35,0.875,bicubic -resnet101.tv_in1k,224,92.81,7.19,98.23,1.77,44.55,0.875,bilinear -efficientnet_b1_pruned.in1k,240,92.8,7.2,98.05,1.95,6.33,0.882,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,92.79,7.21,98.18,1.82,6.27,1.0,bicubic -inception_v3.tv_in1k,299,92.78,7.22,97.95,2.05,23.83,0.875,bicubic -gcresnext26ts.ch_in1k,256,92.77,7.23,98.28,1.72,10.48,0.9,bicubic -resnet50.a3_in1k,224,92.77,7.23,98.17,1.83,25.56,0.95,bicubic -convnext_atto.d2_in1k,288,92.77,7.23,98.07,1.93,3.7,0.95,bicubic -hrnet_w18_small_v2.gluon_in1k,224,92.77,7.23,98.42,1.58,15.6,0.875,bicubic -densenet201.tv_in1k,224,92.76,7.24,98.23,1.77,20.01,0.875,bicubic -resnet34.a2_in1k,288,92.75,7.25,97.99,2.01,21.8,1.0,bicubic -resnext50_32x4d.tv_in1k,224,92.75,7.25,98.29,1.71,25.03,0.875,bilinear -resnet26t.ra2_in1k,256,92.75,7.25,98.25,1.75,16.01,0.94,bicubic -seresnext26d_32x4d.bt_in1k,224,92.74,7.26,98.14,1.86,16.81,0.875,bicubic -resnet34d.ra2_in1k,224,92.73,7.27,98.28,1.72,21.82,0.875,bicubic -seresnext26ts.ch_in1k,256,92.72,7.28,98.3,1.7,10.39,0.9,bicubic -res2net50_14w_8s.in1k,224,92.71,7.29,98.18,1.82,25.06,0.875,bilinear -resnext50_32x4d.a3_in1k,160,92.69,7.31,97.99,2.01,25.03,0.95,bicubic -tf_efficientnet_lite2.in1k,260,92.68,7.32,98.24,1.76,6.09,0.89,bicubic -cs3darknet_m.c2ns_in1k,256,92.67,7.33,98.48,1.52,9.31,0.887,bicubic -efficientnet_b0.ra_in1k,224,92.67,7.33,98.08,1.92,5.29,0.875,bicubic -poolformer_s12.sail_in1k,224,92.65,7.35,98.18,1.82,11.92,0.9,bicubic -legacy_seresnext26_32x4d.in1k,224,92.64,7.36,98.12,1.88,16.79,0.875,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,92.63,7.37,98.09,1.91,13.31,0.875,bicubic -shvit_s3.in1k,224,92.63,7.37,98.15,1.85,14.25,0.875,bicubic -densenetblur121d.ra_in1k,288,92.63,7.37,98.24,1.76,8.0,0.95,bicubic -eca_resnext26ts.ch_in1k,256,92.63,7.37,98.26,1.74,10.3,0.9,bicubic -starnet_s3.in1k,224,92.62,7.38,98.25,1.75,5.75,0.875,bicubic -tf_efficientnet_lite1.in1k,240,92.59,7.41,98.04,1.96,5.42,0.882,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,92.58,7.42,98.25,1.75,6.72,1.0,bicubic -regnetx_008.tv2_in1k,224,92.58,7.42,98.18,1.82,7.26,0.965,bicubic -hardcorenas_e.miil_green_in1k,224,92.57,7.43,98.12,1.88,8.07,0.875,bilinear -res2net50_48w_2s.in1k,224,92.56,7.44,98.07,1.93,25.29,0.875,bilinear -resnet50.gluon_in1k,224,92.55,7.45,98.19,1.81,25.56,0.875,bicubic -densenet161.tv_in1k,224,92.55,7.45,98.3,1.7,28.68,0.875,bicubic -densenet121.ra_in1k,288,92.55,7.45,98.21,1.79,7.98,0.95,bicubic -fastvit_t8.apple_dist_in1k,256,92.54,7.46,98.03,1.97,4.03,0.9,bicubic -res2net50_26w_4s.in1k,224,92.51,7.49,98.05,1.95,25.7,0.875,bilinear -resnet26d.bt_in1k,288,92.48,7.52,98.22,1.78,16.01,0.95,bicubic -mobilenetv2_120d.ra_in1k,224,92.48,7.52,98.04,1.96,5.83,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,92.47,7.53,98.42,1.58,6.0,0.965,bicubic -tinynet_a.in1k,192,92.47,7.53,98.08,1.92,6.19,0.875,bicubic -hardcorenas_d.miil_green_in1k,224,92.46,7.54,98.03,1.97,7.5,0.875,bilinear -resnet50d.a3_in1k,160,92.45,7.55,98.04,1.96,25.58,0.95,bicubic -efficientvit_m5.r224_in1k,224,92.44,7.56,97.99,2.01,12.47,0.875,bicubic -efficientnet_b1.ft_in1k,224,92.43,7.57,97.82,2.18,7.79,0.875,bicubic -mixnet_m.ft_in1k,224,92.43,7.57,97.86,2.14,5.01,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,92.42,7.58,98.28,1.72,24.38,0.96,bicubic -resnet34.bt_in1k,288,92.41,7.59,98.15,1.85,21.8,0.95,bicubic -skresnet34.ra_in1k,224,92.38,7.62,98.14,1.86,22.28,0.875,bicubic -hrnet_w18.ms_in1k,224,92.36,7.64,98.31,1.69,21.3,0.875,bilinear -repghostnet_150.in1k,224,92.36,7.64,98.06,1.94,6.58,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,256,92.36,7.64,98.38,1.62,9.3,0.887,bicubic -tf_mixnet_m.in1k,224,92.34,7.66,97.88,2.12,5.01,0.875,bicubic -ghostnetv2_130.in1k,224,92.32,7.68,98.07,1.93,8.96,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,92.31,7.69,98.02,1.98,5.48,1.0,bicubic -selecsls42b.in1k,224,92.3,7.7,98.14,1.86,32.46,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,92.29,7.71,98.21,1.79,7.14,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,92.28,7.72,97.99,2.01,5.29,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,224,92.28,7.72,98.11,1.89,6.54,0.875,bicubic -tf_efficientnet_b0.ap_in1k,224,92.26,7.74,98.02,1.98,5.29,0.875,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,92.26,7.74,97.65,2.35,5.48,0.875,bilinear -mobilenetv1_100h.ra4_e3600_r224_in1k,256,92.23,7.77,98.0,2.0,5.28,0.95,bicubic -resmlp_12_224.fb_in1k,224,92.21,7.79,98.15,1.85,15.35,0.875,bicubic -dla60.in1k,224,92.21,7.79,98.1,1.9,22.04,0.875,bilinear -regnetx_016.pycls_in1k,224,92.18,7.82,98.19,1.81,9.19,0.875,bicubic -fastvit_t8.apple_in1k,256,92.16,7.84,97.89,2.11,4.03,0.9,bicubic -gernet_s.idstcv_in1k,224,92.15,7.85,98.21,1.79,8.17,0.875,bilinear -resnext26ts.ra2_in1k,288,92.15,7.85,98.01,1.99,10.3,1.0,bicubic -convnextv2_atto.fcmae_ft_in1k,224,92.14,7.86,97.74,2.26,3.71,0.875,bicubic -resnet34.a1_in1k,224,92.11,7.89,97.79,2.21,21.8,0.95,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,92.11,7.89,98.17,1.83,3.05,1.0,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,92.1,7.9,97.82,2.18,4.23,0.95,bicubic -seresnet50.a3_in1k,224,92.1,7.9,98.04,1.96,28.09,0.95,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,92.08,7.92,98.25,1.75,22.88,0.9,bicubic -tf_efficientnet_b0.in1k,224,92.08,7.92,97.92,2.08,5.29,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,288,92.05,7.95,98.06,1.94,11.71,1.0,bicubic -resnet26d.bt_in1k,224,92.05,7.95,97.96,2.04,16.01,0.875,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,92.04,7.96,98.29,1.71,6.36,1.0,bicubic -resnet26.bt_in1k,288,92.03,7.97,98.2,1.8,16.0,0.95,bicubic -hardcorenas_c.miil_green_in1k,224,92.03,7.97,97.84,2.16,5.52,0.875,bilinear -dpn68.mx_in1k,224,91.99,8.01,98.01,1.99,12.61,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,91.99,8.01,98.03,1.97,6.27,0.9,bicubic -tf_efficientnet_es.in1k,224,91.98,8.02,97.87,2.13,5.44,0.875,bicubic -densenet169.tv_in1k,224,91.96,8.04,98.09,1.91,14.15,0.875,bicubic -efficientformerv2_s0.snap_dist_in1k,224,91.96,8.04,97.89,2.11,3.6,0.95,bicubic -mixnet_s.ft_in1k,224,91.95,8.05,97.68,2.32,4.13,0.875,bicubic -levit_128s.fb_dist_in1k,224,91.94,8.06,98.07,1.93,7.78,0.9,bicubic -levit_conv_128s.fb_dist_in1k,224,91.93,8.07,98.07,1.93,7.78,0.9,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,91.93,8.07,97.92,2.08,5.48,0.95,bicubic -repvgg_a2.rvgg_in1k,224,91.93,8.07,98.15,1.85,28.21,0.875,bilinear -convnext_atto_ols.a2_in1k,224,91.92,8.08,97.96,2.04,3.7,0.875,bicubic -densenetblur121d.ra_in1k,224,91.92,8.08,98.1,1.9,8.0,0.875,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,91.9,8.1,98.13,1.87,11.71,1.0,bicubic -resnet50.tv_in1k,224,91.89,8.11,98.05,1.95,25.56,0.875,bilinear -xcit_nano_12_p16_384.fb_dist_in1k,384,91.89,8.11,98.04,1.96,3.05,1.0,bicubic -repghostnet_130.in1k,224,91.88,8.12,97.93,2.07,5.48,0.875,bicubic -ghostnetv3_100.in1k,224,91.88,8.12,97.92,2.08,8.13,0.875,bicubic -resnext26ts.ra2_in1k,256,91.87,8.13,97.9,2.1,10.3,0.9,bicubic -hardcorenas_b.miil_green_in1k,224,91.84,8.16,97.77,2.23,5.18,0.875,bilinear -mixer_b16_224.goog_in21k_ft_in1k,224,91.83,8.17,97.21,2.79,59.88,0.875,bicubic -mobilenetv2_140.ra_in1k,224,91.83,8.17,97.88,2.12,6.11,0.875,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,320,91.81,8.19,97.64,2.36,3.77,1.0,bicubic -convnext_atto.d2_in1k,224,91.78,8.22,97.94,2.06,3.7,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,91.76,8.24,98.03,1.97,5.72,0.9,bicubic -mobilevitv2_075.cvnets_in1k,256,91.75,8.25,97.86,2.14,2.87,0.888,bicubic -edgenext_x_small.in1k,288,91.74,8.26,97.59,2.41,2.34,1.0,bicubic -regnety_008.pycls_in1k,224,91.73,8.27,98.18,1.82,6.26,0.875,bicubic -resnet34.a2_in1k,224,91.73,8.27,97.77,2.23,21.8,0.95,bicubic -resnest14d.gluon_in1k,224,91.72,8.28,97.87,2.13,10.61,0.875,bilinear -densenet121.ra_in1k,224,91.62,8.38,98.08,1.92,7.98,0.875,bicubic -fasternet_t1.in1k,224,91.62,8.38,97.73,2.27,7.6,1.0,bicubic -regnety_004.tv2_in1k,224,91.62,8.38,97.91,2.09,4.34,0.965,bicubic -tf_mixnet_s.in1k,224,91.52,8.48,97.59,2.41,4.13,0.875,bicubic -shvit_s2.in1k,224,91.45,8.55,97.83,2.17,11.48,0.875,bicubic -resnet50.a3_in1k,160,91.45,8.55,97.63,2.37,25.56,0.95,bicubic -regnety_006.pycls_in1k,224,91.44,8.56,97.76,2.24,6.06,0.875,bicubic -repvgg_b0.rvgg_in1k,224,91.4,8.6,97.98,2.02,15.82,0.875,bilinear -inception_next_atto.sail_in1k,224,91.38,8.62,97.68,2.32,4.16,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,91.38,8.62,97.8,2.2,5.28,0.875,bicubic -mobileone_s1.apple_in1k,224,91.36,8.64,97.77,2.23,4.83,0.9,bilinear -hardcorenas_a.miil_green_in1k,224,91.36,8.64,97.84,2.16,5.26,0.875,bilinear -semnasnet_100.rmsp_in1k,224,91.36,8.64,97.54,2.46,3.89,0.875,bicubic -mobilenetv3_large_100.ra_in1k,224,91.34,8.66,97.7,2.3,5.48,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,91.33,8.67,97.86,2.14,11.69,1.0,bicubic -mobilenetv3_rw.rmsp_in1k,224,91.32,8.68,97.63,2.37,5.48,0.875,bicubic -tf_mobilenetv3_large_100.in1k,224,91.21,8.79,97.66,2.34,5.48,0.875,bilinear -vit_base_patch32_224.augreg_in1k,224,91.2,8.8,97.38,2.62,88.22,0.9,bicubic -efficientnet_es_pruned.in1k,224,91.2,8.8,97.75,2.25,5.44,0.875,bicubic -hrnet_w18_small_v2.ms_in1k,224,91.19,8.81,97.91,2.09,15.6,0.875,bilinear -mobilenetv1_100.ra4_e3600_r224_in1k,224,91.19,8.81,97.78,2.22,4.23,0.875,bicubic -resnet26.bt_in1k,224,91.18,8.82,97.77,2.23,16.0,0.875,bicubic -resnet34.bt_in1k,224,91.17,8.83,97.55,2.45,21.8,0.875,bicubic -efficientnet_lite0.ra_in1k,224,91.14,8.86,97.64,2.36,4.65,0.875,bicubic -edgenext_x_small.in1k,256,91.14,8.86,97.55,2.45,2.34,0.9,bicubic -regnetx_008.pycls_in1k,224,91.1,8.9,97.71,2.29,7.26,0.875,bicubic -tf_efficientnet_lite0.in1k,224,91.1,8.9,97.54,2.46,4.65,0.875,bicubic -swiftformer_xs.dist_in1k,224,91.06,8.94,97.65,2.35,3.48,0.95,bicubic -mobilenetv2_110d.ra_in1k,224,91.0,9.0,97.55,2.45,4.52,0.875,bicubic -seresnet50.a3_in1k,160,91.0,9.0,97.41,2.59,28.09,0.95,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,90.99,9.01,97.66,2.34,3.77,0.95,bicubic -resnet34.gluon_in1k,224,90.97,9.03,97.65,2.35,21.8,0.875,bicubic -xcit_nano_12_p8_224.fb_in1k,224,90.97,9.03,97.79,2.21,3.05,1.0,bicubic -legacy_seresnet34.in1k,224,90.92,9.08,97.57,2.43,21.96,0.875,bilinear -tinynet_b.in1k,188,90.91,9.09,97.67,2.33,3.73,0.875,bicubic -starnet_s2.in1k,224,90.9,9.1,97.6,2.4,3.68,0.875,bicubic -densenet121.tv_in1k,224,90.9,9.1,97.73,2.27,7.98,0.875,bicubic -ghostnetv2_100.in1k,224,90.89,9.11,97.7,2.3,6.16,0.875,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,224,90.87,9.13,97.54,2.46,11.71,0.9,bicubic -mobilevit_xs.cvnets_in1k,256,90.85,9.15,97.94,2.06,2.32,0.9,bicubic -fbnetc_100.rmsp_in1k,224,90.78,9.22,97.22,2.78,5.57,0.875,bilinear -pit_ti_distilled_224.in1k,224,90.77,9.23,97.65,2.35,5.1,0.9,bicubic -dla34.in1k,224,90.77,9.23,97.65,2.35,15.74,0.875,bilinear -deit_tiny_distilled_patch16_224.fb_in1k,224,90.76,9.24,97.57,2.43,5.91,0.9,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,90.76,9.24,97.39,2.61,3.77,0.95,bicubic -repghostnet_111.in1k,224,90.75,9.25,97.46,2.54,4.54,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,224,90.69,9.31,97.57,2.43,11.71,0.9,bicubic -crossvit_9_240.in1k,240,90.66,9.34,97.74,2.26,8.55,0.875,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,90.66,9.34,97.7,2.3,11.69,0.875,bilinear -mnasnet_100.rmsp_in1k,224,90.65,9.35,97.51,2.49,4.38,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,90.65,9.35,97.51,2.49,3.77,0.95,bicubic -convit_tiny.fb_in1k,224,90.62,9.38,97.74,2.26,5.71,0.875,bicubic -efficientvit_m4.r224_in1k,224,90.6,9.4,97.59,2.41,8.8,0.875,bicubic -regnetx_004_tv.tv2_in1k,224,90.6,9.4,97.58,2.42,5.5,0.965,bicubic -repvgg_a1.rvgg_in1k,224,90.59,9.41,97.64,2.36,14.09,0.875,bilinear -regnety_004.pycls_in1k,224,90.51,9.49,97.58,2.42,4.34,0.875,bicubic -regnetx_006.pycls_in1k,224,90.37,9.63,97.42,2.58,6.2,0.875,bicubic -starnet_s1.in1k,224,90.32,9.68,97.42,2.58,2.87,0.875,bicubic -repghostnet_100.in1k,224,90.32,9.68,97.49,2.51,4.07,0.875,bicubic -spnasnet_100.rmsp_in1k,224,90.31,9.69,97.19,2.81,4.42,0.875,bilinear -resnet18d.ra2_in1k,288,90.31,9.69,97.56,2.44,11.71,0.95,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,90.25,9.75,97.56,2.44,11.69,0.875,bilinear -crossvit_tiny_240.in1k,240,90.24,9.76,97.61,2.39,7.01,0.875,bicubic -ghostnet_100.in1k,224,90.2,9.8,97.25,2.75,5.18,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,90.14,9.86,97.31,2.69,11.69,0.9,bicubic -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,90.13,9.87,97.27,2.73,2.16,0.9,bicubic -vgg19_bn.tv_in1k,224,90.1,9.9,97.58,2.42,143.68,0.875,bilinear -semnasnet_075.rmsp_in1k,224,90.09,9.91,97.43,2.57,2.91,0.875,bicubic -vgg16_bn.tv_in1k,224,90.09,9.91,97.37,2.63,138.37,0.875,bilinear -mobilenetv4_conv_small.e2400_r224_in1k,224,90.07,9.93,97.28,2.72,3.77,0.875,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,90.02,9.98,97.3,2.7,2.16,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,89.99,10.01,97.47,2.53,3.27,1.0,bicubic -pit_ti_224.in1k,224,89.95,10.05,97.44,2.56,4.85,0.9,bicubic -resnet34.a3_in1k,224,89.94,10.06,97.17,2.83,21.8,0.95,bicubic -resnet34.tv_in1k,224,89.93,10.07,97.34,2.66,21.8,0.875,bilinear -mobilenetv4_conv_small.e1200_r224_in1k,224,89.9,10.1,97.23,2.77,3.77,0.875,bicubic -efficientvit_m3.r224_in1k,224,89.88,10.12,97.53,2.47,6.9,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,89.75,10.25,96.98,3.02,88.22,0.9,bicubic -resnet18.a1_in1k,288,89.72,10.28,97.1,2.9,11.69,1.0,bicubic -shvit_s1.in1k,224,89.69,10.31,97.23,2.77,6.33,0.875,bicubic -deit_tiny_patch16_224.fb_in1k,224,89.69,10.31,97.5,2.5,5.72,0.9,bicubic -tf_mobilenetv3_large_075.in1k,224,89.67,10.33,97.22,2.78,3.99,0.875,bilinear -skresnet18.ra_in1k,224,89.66,10.34,97.24,2.76,11.96,0.875,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,89.66,10.34,97.09,2.91,3.05,1.0,bicubic -mobilenetv2_100.ra_in1k,224,89.61,10.39,97.16,2.84,3.5,0.875,bicubic -resnet18.a2_in1k,288,89.58,10.42,96.96,3.04,11.69,1.0,bicubic -hrnet_w18_small.gluon_in1k,224,89.47,10.53,97.03,2.97,13.19,0.875,bicubic -resnet18d.ra2_in1k,224,89.33,10.67,97.18,2.82,11.71,0.875,bicubic -repvgg_a0.rvgg_in1k,224,89.26,10.74,96.93,3.07,9.11,0.875,bilinear -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,89.23,10.77,97.22,2.78,6.34,0.9,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,89.18,10.82,96.9,3.1,3.27,0.887,bicubic -hrnet_w18_small.ms_in1k,224,89.05,10.95,97.08,2.92,13.19,0.875,bilinear -vgg19.tv_in1k,224,89.05,10.95,96.88,3.12,143.67,0.875,bilinear -resnet14t.c3_in1k,224,89.0,11.0,96.7,3.3,10.08,0.95,bicubic -repghostnet_080.in1k,224,88.97,11.03,96.77,3.23,3.28,0.875,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,88.95,11.05,96.87,3.13,3.92,0.875,bilinear -regnetx_004.pycls_in1k,224,88.92,11.08,97.1,2.9,5.16,0.875,bicubic -legacy_seresnet18.in1k,224,88.89,11.11,96.95,3.05,11.78,0.875,bicubic -edgenext_xx_small.in1k,288,88.87,11.13,96.68,3.32,1.33,1.0,bicubic -vgg13_bn.tv_in1k,224,88.78,11.22,96.97,3.03,133.05,0.875,bilinear -pvt_v2_b0.in1k,224,88.78,11.22,96.87,3.13,3.67,0.9,bicubic -lcnet_100.ra2_in1k,224,88.76,11.24,96.71,3.29,2.95,0.875,bicubic -xcit_nano_12_p16_224.fb_in1k,224,88.6,11.4,96.83,3.17,3.05,1.0,bicubic -vgg16.tv_in1k,224,88.54,11.46,96.8,3.2,138.36,0.875,bilinear -efficientvit_m2.r224_in1k,224,88.45,11.55,96.91,3.09,4.19,0.875,bicubic -resnet18.a1_in1k,224,88.44,11.56,96.65,3.35,11.69,0.95,bicubic -edgenext_xx_small.in1k,256,88.4,11.6,96.53,3.47,1.33,0.9,bicubic -resnet18.gluon_in1k,224,88.37,11.63,96.7,3.3,11.69,0.875,bicubic -mobileone_s0.apple_in1k,224,88.32,11.68,96.43,3.57,5.29,0.875,bilinear -resnet14t.c3_in1k,176,88.29,11.71,96.37,3.63,10.08,0.875,bicubic -fasternet_t0.in1k,224,88.27,11.73,96.52,3.48,3.91,1.0,bicubic -mobilevitv2_050.cvnets_in1k,256,88.23,11.77,96.96,3.04,1.37,0.888,bicubic -resnet18.a2_in1k,224,88.03,11.97,96.42,3.58,11.69,0.95,bicubic -efficientvit_b0.r224_in1k,224,88.0,12.0,96.08,3.92,3.41,0.95,bicubic -resnet34.a3_in1k,160,87.9,12.1,96.47,3.53,21.8,0.95,bicubic -tinynet_c.in1k,184,87.8,12.2,96.38,3.62,2.46,0.875,bicubic -vgg11_bn.tv_in1k,224,87.5,12.5,96.81,3.19,132.87,0.875,bilinear -resnet18.tv_in1k,224,87.38,12.62,96.27,3.73,11.69,0.875,bilinear -regnety_002.pycls_in1k,224,87.35,12.65,96.6,3.4,3.16,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,87.15,12.85,96.1,3.9,1.27,0.9,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,87.15,12.85,93.53,6.47,208.2,0.875,bicubic -vgg13.tv_in1k,224,87.02,12.98,96.31,3.69,133.05,0.875,bilinear -efficientvit_m1.r224_in1k,224,86.8,13.2,96.01,3.99,2.98,0.875,bicubic -vgg11.tv_in1k,224,86.57,13.43,96.31,3.69,132.86,0.875,bilinear -repghostnet_058.in1k,224,86.5,13.5,95.9,4.1,2.55,0.875,bicubic -resnet18.a3_in1k,224,86.46,13.54,95.89,4.11,11.69,0.95,bicubic -dla60x_c.in1k,224,86.33,13.67,96.09,3.91,1.32,0.875,bilinear -resnet10t.c3_in1k,224,86.25,13.75,95.76,4.24,5.44,0.95,bicubic -regnetx_002.pycls_in1k,224,86.2,13.8,95.97,4.03,2.68,0.875,bicubic -lcnet_075.ra2_in1k,224,86.03,13.97,95.68,4.32,2.36,0.875,bicubic -tf_mobilenetv3_small_100.in1k,224,85.22,14.78,95.77,4.23,2.54,0.875,bilinear -mobilenetv3_small_100.lamb_in1k,224,85.19,14.81,95.62,4.38,2.54,0.875,bicubic -repghostnet_050.in1k,224,85.04,14.96,95.22,4.78,2.31,0.875,bicubic -tinynet_d.in1k,152,84.83,15.17,95.22,4.78,2.34,0.875,bicubic -resnet10t.c3_in1k,176,84.79,15.21,95.01,4.99,5.44,0.875,bicubic -mnasnet_small.lamb_in1k,224,84.36,15.64,95.16,4.84,2.03,0.875,bicubic -resnet18.a3_in1k,160,84.28,15.72,94.62,5.38,11.69,0.95,bicubic -dla46x_c.in1k,224,84.27,15.73,95.24,4.76,1.07,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,256,84.16,15.84,95.14,4.86,2.24,0.95,bicubic -mobilenetv2_050.lamb_in1k,224,83.94,16.06,94.59,5.41,1.97,0.875,bicubic -dla46_c.in1k,224,83.64,16.36,94.93,5.07,1.3,0.875,bilinear -tf_mobilenetv3_small_075.in1k,224,83.55,16.45,94.86,5.14,2.04,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,224,83.42,16.58,94.58,5.42,2.24,0.875,bicubic -mobilenetv3_small_075.lamb_in1k,224,83.11,16.89,94.15,5.85,2.04,0.875,bicubic -efficientvit_m0.r224_in1k,224,82.41,17.59,94.44,5.56,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,81.73,18.27,93.73,6.27,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,81.34,18.66,93.69,6.31,2.04,0.875,bilinear -tinynet_e.in1k,106,78.98,21.02,92.56,7.44,2.04,0.875,bicubic -test_vit3.r160_in1k,160,77.58,22.42,92.35,7.65,0.93,0.95,bicubic -mobilenetv3_small_050.lamb_in1k,224,77.03,22.97,91.3,8.7,1.59,0.875,bicubic -test_convnext2.r160_in1k,160,74.92,25.08,91.12,8.88,0.48,0.95,bicubic -test_convnext3.r160_in1k,160,74.28,25.72,90.61,9.39,0.47,0.95,bicubic -test_convnext.r160_in1k,160,69.42,30.58,88.65,11.35,0.27,0.95,bicubic -test_nfnet.r160_in1k,160,68.11,31.89,88.03,11.97,0.38,0.95,bicubic -test_efficientnet_evos.r160_in1k,160,66.81,33.19,86.3,13.7,0.36,0.95,bicubic -test_efficientnet.r160_in1k,160,66.4,33.6,86.29,13.71,0.36,0.95,bicubic -test_byobnet.r160_in1k,160,65.89,34.11,86.18,13.82,0.46,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,64.8,35.2,85.33,14.67,0.36,0.95,bicubic -test_vit2.r160_in1k,160,64.64,35.36,85.45,14.55,0.46,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,64.51,35.49,85.57,14.43,0.36,0.95,bicubic -test_vit.r160_in1k,160,62.49,37.51,84.38,15.62,0.37,0.95,bicubic -test_resnet.r160_in1k,160,62.16,37.84,84.21,15.79,0.47,0.95,bilinear -resmlp_12_224.fb_dino,224,0.69,99.31,2.86,97.14,15.35,0.875,bicubic -resmlp_24_224.fb_dino,224,0.5,99.5,2.67,97.33,30.02,0.875,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.940,1.060,99.910,0.090,305.08,1.000,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,98.850,1.150,99.840,0.160,305.08,1.000,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.830,1.170,99.870,0.130,305.08,1.000,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,98.820,1.180,99.900,0.100,"1,014.45",1.000,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.810,1.190,99.900,0.100,"1,013.01",1.000,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,98.810,1.190,99.820,0.180,"1,013.01",1.000,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,98.780,1.220,99.830,0.170,414.14,1.000,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,98.750,1.250,99.810,0.190,304.53,1.000,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,98.730,1.270,99.790,0.210,305.08,1.000,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,98.720,1.280,99.870,0.130,304.53,1.000,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,98.670,1.330,99.860,0.140,660.29,1.000,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,98.640,1.360,99.800,0.200,119.88,1.000,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,98.620,1.380,99.830,0.170,429.38,1.000,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,98.620,1.380,99.800,0.200,87.12,1.000,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,98.620,1.380,99.800,0.200,475.77,1.000,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,98.610,1.390,99.790,0.210,212.33,1.000,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,98.590,1.410,99.870,0.130,660.29,1.000,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,98.560,1.440,99.830,0.170,305.67,1.000,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,98.550,1.450,99.760,0.240,304.43,0.950,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,98.540,1.460,99.820,0.180,480.31,0.960,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,98.520,1.480,99.750,0.250,119.65,1.000,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,98.500,1.500,99.840,0.160,480.31,0.936,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,98.500,1.500,99.820,0.180,305.00,1.000,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,98.500,1.500,99.780,0.220,475.32,1.000,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,98.490,1.510,99.750,0.250,212.03,1.000,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,98.480,1.520,99.750,0.250,200.13,1.000,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,98.460,1.540,99.750,0.250,304.76,1.000,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,98.460,1.540,99.750,0.250,"1,012.56",0.900,bicubic +regnety_1280.swag_ft_in1k,384,98.450,1.550,99.870,0.130,644.81,1.000,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,98.450,1.550,99.800,0.200,846.47,1.000,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,98.440,1.560,99.820,0.180,98.75,1.000,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,98.440,1.560,99.820,0.180,87.12,1.000,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.430,1.570,99.820,0.180,632.46,1.000,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,98.420,1.580,99.810,0.190,350.20,1.000,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,98.420,1.580,99.770,0.230,304.14,1.000,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,98.400,1.600,99.810,0.190,136.50,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,98.380,1.620,99.760,0.240,197.96,1.000,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,98.360,1.640,99.830,0.170,304.14,1.000,bicubic +convnextv2_base.fcmae_ft_in22k_in1k_384,384,98.360,1.640,99.780,0.220,88.72,1.000,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,98.340,1.660,99.760,0.240,101.66,1.000,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,98.330,1.670,99.760,0.240,304.53,1.000,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,98.290,1.710,99.780,0.220,632.05,1.000,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,98.280,1.720,99.770,0.230,200.13,1.000,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,98.270,1.730,99.770,0.230,304.53,1.000,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,98.260,1.740,99.830,0.170,99.88,1.000,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,98.260,1.740,99.780,0.220,116.09,1.000,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,98.260,1.740,99.760,0.240,200.13,1.000,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,98.260,1.740,99.750,0.250,197.77,1.000,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,98.250,1.750,99.800,0.200,304.72,1.000,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,98.240,1.760,99.810,0.190,136.33,1.000,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,98.230,1.770,99.720,0.280,304.20,1.000,bicubic +vit_large_patch14_clip_336.laion2b_ft_in1k,336,98.230,1.770,99.720,0.280,304.53,1.000,bicubic +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,98.220,1.780,99.730,0.270,136.06,1.000,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,98.200,1.800,99.780,0.220,149.39,1.000,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,98.200,1.800,99.770,0.230,134.42,1.000,bicubic +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,98.190,1.810,99.670,0.330,86.86,0.950,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,98.180,1.820,99.780,0.220,116.14,1.000,bicubic +caformer_b36.sail_in22k_ft_in1k,224,98.170,1.830,99.770,0.230,98.75,1.000,bicubic +beit_large_patch16_224.in22k_ft_in22k_in1k,224,98.170,1.830,99.760,0.240,304.43,0.900,bicubic +deit3_large_patch16_224.fb_in22k_ft_in1k,224,98.170,1.830,99.750,0.250,304.37,1.000,bicubic +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,98.170,1.830,99.730,0.270,632.13,1.000,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,98.170,1.830,99.730,0.270,64.27,1.000,bicubic +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,98.160,1.840,99.710,0.290,196.74,1.000,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,98.160,1.840,99.660,0.340,304.20,1.000,bicubic +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,98.150,1.850,99.780,0.220,87.92,1.000,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,98.150,1.850,99.750,0.250,56.20,1.000,bicubic +convnext_large.fb_in22k_ft_in1k,288,98.130,1.870,99.750,0.250,197.77,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,288,98.120,1.880,99.780,0.220,197.96,1.000,bicubic +convnext_xlarge.fb_in22k_ft_in1k,288,98.120,1.880,99.770,0.230,350.20,1.000,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,98.120,1.880,99.670,0.330,101.66,1.000,bicubic +convnext_base.fb_in22k_ft_in1k_384,384,98.100,1.900,99.650,0.350,88.59,1.000,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,98.090,1.910,99.760,0.240,304.20,1.000,bicubic +regnety_320.swag_ft_in1k,384,98.080,1.920,99.860,0.140,145.05,1.000,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,98.070,1.930,99.770,0.230,304.57,1.000,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,98.070,1.930,99.700,0.300,73.88,1.000,bicubic +convnextv2_base.fcmae_ft_in22k_in1k,288,98.060,1.940,99.750,0.250,88.72,1.000,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,98.050,1.950,99.750,0.250,88.59,1.000,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,98.050,1.950,99.740,0.260,304.57,1.000,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,98.030,1.970,99.730,0.270,632.05,1.000,bicubic +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,98.030,1.970,99.690,0.310,196.74,1.000,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,98.020,1.980,99.690,0.310,57.05,1.000,bicubic +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,98.010,1.990,99.660,0.340,86.86,1.000,bicubic +caformer_s36.sail_in22k_ft_in1k_384,384,98.000,2.000,99.720,0.280,39.30,1.000,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,97.980,2.020,99.700,0.300,200.13,1.000,bicubic +hiera_huge_224.mae_in1k_ft_in1k,224,97.970,2.030,99.610,0.390,672.78,0.900,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,97.960,2.040,99.700,0.300,93.59,1.000,bicubic +convformer_b36.sail_in22k_ft_in1k,224,97.950,2.050,99.760,0.240,99.88,1.000,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.950,2.050,99.740,0.260,93.59,0.950,bicubic +nextvit_large.bd_ssld_6m_in1k_384,384,97.940,2.060,99.790,0.210,57.87,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,224,97.930,2.070,99.770,0.230,197.96,0.875,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,97.930,2.070,99.680,0.320,93.59,1.000,bicubic +convnext_xlarge.fb_in22k_ft_in1k,224,97.920,2.080,99.680,0.320,350.20,0.875,bicubic +beitv2_large_patch16_224.in1k_ft_in1k,224,97.920,2.080,99.660,0.340,304.43,0.950,bicubic +convnextv2_huge.fcmae_ft_in1k,288,97.910,2.090,99.680,0.320,660.29,1.000,bicubic +vit_large_patch14_clip_224.laion2b_ft_in1k,224,97.910,2.090,99.650,0.350,304.20,1.000,bicubic +tf_efficientnet_b7.ns_jft_in1k,600,97.900,2.100,99.720,0.280,66.35,0.949,bicubic +convnextv2_base.fcmae_ft_in22k_in1k,224,97.900,2.100,99.690,0.310,88.72,0.875,bicubic +tiny_vit_21m_512.dist_in22k_ft_in1k,512,97.900,2.100,99.630,0.370,21.27,1.000,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,512,97.900,2.100,99.590,0.410,208.12,1.000,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,97.900,2.100,99.560,0.440,101.66,1.000,bicubic +nextvit_base.bd_ssld_6m_in1k_384,384,97.870,2.130,99.760,0.240,44.82,1.000,bicubic +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,97.870,2.130,99.710,0.290,87.90,1.000,bicubic +convnext_large.fb_in22k_ft_in1k,224,97.850,2.150,99.690,0.310,197.77,0.875,bicubic +convnext_base.fb_in22k_ft_in1k,288,97.850,2.150,99.670,0.330,88.59,1.000,bicubic +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,97.850,2.150,99.670,0.330,329.09,1.000,bicubic +convformer_s36.sail_in22k_ft_in1k_384,384,97.850,2.150,99.640,0.360,40.01,1.000,bicubic +deit3_base_patch16_384.fb_in22k_ft_in1k,384,97.840,2.160,99.680,0.320,86.88,1.000,bicubic 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+pvt_v2_b4.in1k,224,96.380,3.620,99.180,0.820,62.56,0.900,bicubic +nextvit_large.bd_in1k,224,96.370,3.630,99.340,0.660,57.87,0.950,bicubic +edgenext_base.in21k_ft_in1k,256,96.360,3.640,99.380,0.620,18.51,0.950,bicubic +xception65.ra3_in1k,299,96.360,3.640,99.240,0.760,39.92,0.940,bicubic +regnety_064.ra3_in1k,288,96.360,3.640,99.230,0.770,30.58,1.000,bicubic +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,96.360,3.640,99.180,0.820,60.23,0.950,bicubic +hgnetv2_b3.ssld_stage2_ft_in1k,288,96.350,3.650,99.470,0.530,16.29,1.000,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,96.350,3.650,99.390,0.610,15.62,1.000,bicubic +dm_nfnet_f0.dm_in1k,256,96.350,3.650,99.340,0.660,71.49,0.900,bicubic +fastvit_sa36.apple_dist_in1k,256,96.350,3.650,99.250,0.750,31.53,0.900,bicubic +dm_nfnet_f1.dm_in1k,224,96.350,3.650,99.220,0.780,132.63,0.910,bicubic +mvitv2_small.fb_in1k,224,96.350,3.650,99.220,0.780,34.87,0.900,bicubic 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+seresnextaa101d_32x8d.ah_in1k,224,96.330,3.670,99.230,0.770,93.59,0.950,bicubic +rdnet_small.nv_in1k,224,96.330,3.670,99.200,0.800,50.44,0.900,bicubic +hiera_small_224.mae_in1k_ft_in1k,224,96.330,3.670,99.170,0.830,35.01,0.900,bicubic +efficientvit_l1.r224_in1k,224,96.330,3.670,99.050,0.950,52.65,1.000,bicubic +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,96.320,3.680,99.420,0.580,88.79,0.875,bilinear +volo_d1_224.sail_in1k,224,96.320,3.680,99.320,0.680,26.63,0.960,bicubic +swinv2_small_window8_256.ms_in1k,256,96.320,3.680,99.200,0.800,49.73,0.900,bicubic +regnetz_040_h.ra3_in1k,256,96.310,3.690,99.300,0.700,28.94,1.000,bicubic +resnet200d.ra2_in1k,256,96.310,3.690,99.250,0.750,64.69,0.950,bicubic +fasternet_l.in1k,224,96.300,3.700,99.130,0.870,93.47,1.000,bicubic +resnet101d.ra2_in1k,320,96.290,3.710,99.260,0.740,44.57,1.000,bicubic +deit3_base_patch16_224.fb_in1k,224,96.290,3.710,99.190,0.810,86.59,0.900,bicubic 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+resnetv2_101.a1h_in1k,224,95.680,4.320,99.010,0.990,44.54,0.950,bicubic +efficientvit_b2.r256_in1k,256,95.670,4.330,99.060,0.940,24.33,1.000,bicubic +crossvit_15_dagger_240.in1k,240,95.670,4.330,98.820,1.180,28.21,0.875,bicubic +wide_resnet50_2.racm_in1k,288,95.660,4.340,99.220,0.780,68.88,0.950,bicubic +davit_tiny.msft_in1k,224,95.660,4.340,99.040,0.960,28.36,0.950,bicubic +hgnet_small.paddle_in1k,288,95.650,4.350,99.150,0.850,24.36,1.000,bicubic +resnetv2_50d_evos.ah_in1k,288,95.650,4.350,99.110,0.890,25.59,1.000,bicubic +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,95.640,4.360,99.190,0.810,36.43,0.900,bicubic +rdnet_tiny.nv_in1k,224,95.640,4.360,99.030,0.970,23.86,0.900,bicubic +poolformer_m48.sail_in1k,224,95.640,4.360,98.950,1.050,73.47,0.950,bicubic +cs3sedarknet_x.c2ns_in1k,256,95.630,4.370,98.980,1.020,35.40,0.887,bicubic +crossvit_18_dagger_240.in1k,240,95.620,4.380,99.050,0.950,44.27,0.875,bicubic +pit_b_224.in1k,224,95.620,4.380,98.680,1.320,73.76,0.900,bicubic +efficientformer_l3.snap_dist_in1k,224,95.610,4.390,99.190,0.810,31.41,0.950,bicubic +efficientnetv2_rw_t.ra2_in1k,288,95.610,4.390,99.040,0.960,13.65,1.000,bicubic +hiera_tiny_224.mae_in1k_ft_in1k,224,95.600,4.400,98.880,1.120,27.91,0.900,bicubic +gcvit_xtiny.in1k,224,95.590,4.410,99.030,0.970,19.98,0.875,bicubic +vit_relpos_base_patch16_224.sw_in1k,224,95.590,4.410,99.030,0.970,86.43,0.900,bicubic +pvt_v2_b2_li.in1k,224,95.590,4.410,98.990,1.010,22.55,0.900,bicubic +regnety_040.ra3_in1k,224,95.570,4.430,99.050,0.950,20.65,0.950,bicubic +flexivit_small.1200ep_in1k,240,95.560,4.440,99.110,0.890,22.06,0.950,bicubic +xception41p.ra3_in1k,299,95.560,4.440,98.930,1.070,26.91,0.940,bicubic +coat_lite_small.in1k,224,95.560,4.440,98.880,1.120,19.84,0.900,bicubic +wide_resnet101_2.tv2_in1k,224,95.550,4.450,99.090,0.910,126.89,0.965,bilinear +tiny_vit_11m_224.in1k,224,95.550,4.450,98.990,1.010,11.00,0.950,bicubic +convit_base.fb_in1k,224,95.550,4.450,98.890,1.110,86.54,0.875,bicubic +vit_base_patch32_clip_224.laion2b_ft_in1k,224,95.550,4.450,98.870,1.130,88.22,0.900,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,224,95.540,4.460,99.180,0.820,11.22,0.965,bicubic +ecaresnet101d.miil_in1k,224,95.540,4.460,99.140,0.860,44.57,0.875,bicubic +levit_384.fb_dist_in1k,224,95.540,4.460,99.050,0.950,39.13,0.900,bicubic +levit_conv_384.fb_dist_in1k,224,95.540,4.460,99.050,0.950,39.13,0.900,bicubic +convnext_tiny.fb_in1k,224,95.540,4.460,99.000,1.000,28.59,0.875,bicubic +xcit_small_24_p16_224.fb_in1k,224,95.540,4.460,98.760,1.240,47.67,1.000,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,224,95.530,4.470,99.120,0.880,15.62,0.875,bicubic +regnetz_c16.ra3_in1k,256,95.530,4.470,98.960,1.040,13.46,0.940,bicubic +resnet152.tv2_in1k,224,95.530,4.470,98.960,1.040,60.19,0.965,bilinear +crossvit_base_240.in1k,240,95.530,4.470,98.820,1.180,105.03,0.875,bicubic +ecaresnet50t.ra2_in1k,320,95.520,4.480,99.120,0.880,25.57,0.950,bicubic +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,95.520,4.480,99.080,0.920,38.73,0.900,bicubic +convnext_tiny_hnf.a2h_in1k,224,95.520,4.480,99.010,0.990,28.59,0.950,bicubic +flexivit_small.300ep_in1k,240,95.520,4.480,98.960,1.040,22.06,0.950,bicubic +cs3edgenet_x.c2_in1k,256,95.510,4.490,99.030,0.970,47.82,0.887,bicubic +xcit_medium_24_p16_224.fb_in1k,224,95.510,4.490,98.760,1.240,84.40,1.000,bicubic +swinv2_tiny_window8_256.ms_in1k,256,95.500,4.500,99.120,0.880,28.35,0.900,bicubic +fbnetv3_g.ra2_in1k,288,95.500,4.500,98.990,1.010,16.62,0.950,bilinear +pvt_v2_b2.in1k,224,95.500,4.500,98.990,1.010,25.36,0.900,bicubic +resnetv2_50d_gn.ah_in1k,288,95.500,4.500,98.980,1.020,25.57,1.000,bicubic +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,95.490,4.510,99.220,0.780,28.29,0.900,bicubic +focalnet_tiny_srf.ms_in1k,224,95.490,4.510,99.140,0.860,28.43,0.900,bicubic +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,95.490,4.510,99.110,0.890,88.79,0.875,bilinear +ecaresnet50d.miil_in1k,288,95.490,4.510,99.090,0.910,25.58,0.950,bicubic +resnet51q.ra2_in1k,256,95.490,4.510,98.990,1.010,35.70,0.875,bilinear +vit_relpos_medium_patch16_cls_224.sw_in1k,224,95.490,4.510,98.950,1.050,38.76,0.900,bicubic +visformer_small.in1k,224,95.490,4.510,98.900,1.100,40.22,0.900,bicubic +resnet101.a1_in1k,288,95.490,4.510,98.850,1.150,44.55,1.000,bicubic +crossvit_18_240.in1k,240,95.490,4.510,98.800,1.200,43.27,0.875,bicubic +resnet152.a2_in1k,288,95.490,4.510,98.780,1.220,60.19,1.000,bicubic +resnet152.a1_in1k,288,95.490,4.510,98.770,1.230,60.19,1.000,bicubic +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,95.480,4.520,99.100,0.900,44.18,0.875,bilinear +focalnet_tiny_lrf.ms_in1k,224,95.480,4.520,98.940,1.060,28.65,0.900,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,256,95.480,4.520,98.900,1.100,11.07,1.000,bicubic +resnet50.fb_swsl_ig1b_ft_in1k,224,95.470,4.530,99.330,0.670,25.56,0.875,bilinear +inception_next_tiny.sail_in1k,224,95.470,4.530,99.010,0.990,28.06,0.875,bicubic +vit_relpos_medium_patch16_224.sw_in1k,224,95.470,4.530,98.960,1.040,38.75,0.900,bicubic +ecaresnet50t.a1_in1k,288,95.460,4.540,99.020,0.980,25.57,1.000,bicubic +coatnet_0_rw_224.sw_in1k,224,95.460,4.540,98.720,1.280,27.44,0.950,bicubic +xcit_large_24_p16_224.fb_in1k,224,95.460,4.540,98.630,1.370,189.10,1.000,bicubic +tresnet_xl.miil_in1k,224,95.440,4.560,99.060,0.940,78.44,0.875,bilinear +coatnet_rmlp_nano_rw_224.sw_in1k,224,95.440,4.560,98.990,1.010,15.15,0.900,bicubic +deit_base_patch16_224.fb_in1k,224,95.440,4.560,98.840,1.160,86.57,0.900,bicubic +resnext50_32x4d.a1h_in1k,288,95.440,4.560,98.840,1.160,25.03,1.000,bicubic +nfnet_l0.ra2_in1k,224,95.430,4.570,99.090,0.910,35.07,0.900,bicubic +convnextv2_nano.fcmae_ft_in1k,224,95.430,4.570,98.980,1.020,15.62,0.875,bicubic +resnet101.a2_in1k,288,95.430,4.570,98.940,1.060,44.55,1.000,bicubic +poolformerv2_m36.sail_in1k,224,95.430,4.570,98.880,1.120,56.08,1.000,bicubic +xcit_small_12_p16_224.fb_in1k,224,95.430,4.570,98.840,1.160,26.25,1.000,bicubic +edgenext_small.usi_in1k,320,95.420,4.580,99.100,0.900,5.59,1.000,bicubic +resnetrs101.tf_in1k,288,95.420,4.580,99.030,0.970,63.62,0.940,bicubic +halo2botnet50ts_256.a1h_in1k,256,95.420,4.580,99.020,0.980,22.64,0.950,bicubic +vit_small_patch16_224.augreg_in21k_ft_in1k,224,95.410,4.590,99.130,0.870,22.05,0.900,bicubic +cs3darknet_x.c2ns_in1k,256,95.410,4.590,99.020,0.980,35.05,0.950,bicubic +coatnext_nano_rw_224.sw_in1k,224,95.410,4.590,99.000,1.000,14.70,0.900,bicubic +poolformer_m36.sail_in1k,224,95.410,4.590,98.840,1.160,56.17,0.950,bicubic +regnety_032.ra_in1k,224,95.400,4.600,99.080,0.920,19.44,0.950,bicubic +vit_base_patch16_rpn_224.sw_in1k,224,95.390,4.610,98.950,1.050,86.54,0.900,bicubic +efficientformerv2_s2.snap_dist_in1k,224,95.380,4.620,98.950,1.050,12.71,0.950,bicubic +dm_nfnet_f0.dm_in1k,192,95.380,4.620,98.920,1.080,71.49,0.900,bicubic +resnext101_32x8d.tv2_in1k,176,95.370,4.630,99.050,0.950,88.79,0.875,bilinear +resnetaa50d.sw_in12k_ft_in1k,224,95.370,4.630,98.980,1.020,25.58,0.950,bicubic +resnet101.a1h_in1k,224,95.370,4.630,98.860,1.140,44.55,0.950,bicubic +hrnet_w18_ssld.paddle_in1k,224,95.360,4.640,99.070,0.930,21.30,0.950,bilinear +tf_efficientnet_b3.ap_in1k,300,95.360,4.640,98.900,1.100,12.23,0.904,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,95.360,4.640,98.870,1.130,59.88,0.875,bilinear +ecaresnet50t.a2_in1k,288,95.350,4.650,98.930,1.070,25.57,1.000,bicubic +convnext_nano.d1h_in1k,288,95.350,4.650,98.850,1.150,15.59,1.000,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,95.350,4.650,98.810,1.190,11.07,0.950,bicubic +vit_base_patch16_224.orig_in21k_ft_in1k,224,95.340,4.660,99.010,0.990,86.57,0.900,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,240,95.340,4.660,98.970,1.030,14.36,0.900,bicubic +resnet61q.ra2_in1k,256,95.340,4.660,98.900,1.100,36.85,0.900,bicubic +seresnet50.ra2_in1k,288,95.330,4.670,99.010,0.990,28.09,0.950,bicubic +swinv2_cr_tiny_ns_224.sw_in1k,224,95.330,4.670,98.940,1.060,28.33,0.900,bicubic +poolformerv2_s36.sail_in1k,224,95.330,4.670,98.900,1.100,30.79,1.000,bicubic +cs3sedarknet_l.c2ns_in1k,288,95.320,4.680,99.140,0.860,21.91,0.950,bicubic +resnet50d.ra4_e3600_r224_in1k,288,95.320,4.680,98.980,1.020,25.58,1.000,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,288,95.320,4.680,98.820,1.180,7.79,1.000,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,95.310,4.690,99.000,1.000,14.62,1.000,bilinear +efficientvit_b2.r224_in1k,224,95.310,4.690,98.790,1.210,24.33,0.950,bicubic +ecaresnetlight.miil_in1k,288,95.290,4.710,99.040,0.960,30.16,0.950,bicubic +vit_small_patch16_384.augreg_in1k,384,95.290,4.710,99.020,0.980,22.20,1.000,bicubic +regnety_032.tv2_in1k,224,95.290,4.710,98.930,1.070,19.44,0.965,bicubic +resnet101.tv2_in1k,224,95.290,4.710,98.920,1.080,44.55,0.965,bilinear +resnet50_gn.a1h_in1k,288,95.280,4.720,98.990,1.010,25.56,0.950,bicubic +gcresnet50t.ra2_in1k,288,95.280,4.720,98.900,1.100,25.90,1.000,bicubic +eca_nfnet_l0.ra2_in1k,224,95.270,4.730,99.100,0.900,24.14,0.900,bicubic +tresnet_l.miil_in1k,224,95.270,4.730,99.010,0.990,55.99,0.875,bilinear +cait_xxs24_384.fb_dist_in1k,384,95.270,4.730,98.960,1.040,12.03,1.000,bicubic +nest_tiny_jx.goog_in1k,224,95.250,4.750,98.970,1.030,17.06,0.875,bicubic +convnextv2_pico.fcmae_ft_in1k,288,95.250,4.750,98.940,1.060,9.07,0.950,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k,256,95.250,4.750,98.800,1.200,14.25,0.888,bicubic +repvit_m3.dist_in1k,224,95.240,4.760,99.060,0.940,10.68,0.950,bicubic +vit_srelpos_medium_patch16_224.sw_in1k,224,95.240,4.760,98.980,1.020,38.74,0.900,bicubic +resnetaa50.a1h_in1k,288,95.240,4.760,98.910,1.090,25.56,1.000,bicubic +coatnet_nano_rw_224.sw_in1k,224,95.240,4.760,98.870,1.130,15.14,0.900,bicubic +twins_pcpvt_small.in1k,224,95.230,4.770,98.880,1.120,24.11,0.900,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,224,95.220,4.780,99.080,0.920,11.22,0.965,bicubic +twins_svt_small.in1k,224,95.210,4.790,98.860,1.140,24.06,0.900,bicubic +efficientnet_b3.ra2_in1k,288,95.190,4.810,99.040,0.960,12.23,0.875,bicubic +swin_s3_tiny_224.ms_in1k,224,95.190,4.810,98.960,1.040,28.33,0.900,bicubic +vit_relpos_small_patch16_224.sw_in1k,224,95.190,4.810,98.950,1.050,21.98,0.900,bicubic +convit_small.fb_in1k,224,95.190,4.810,98.930,1.070,27.78,0.875,bicubic +pit_s_distilled_224.in1k,224,95.180,4.820,98.880,1.120,24.04,0.900,bicubic +tf_efficientnetv2_b3.in1k,300,95.180,4.820,98.820,1.180,14.36,0.904,bicubic +regnetz_b16.ra3_in1k,288,95.170,4.830,99.080,0.920,9.72,1.000,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k,256,95.170,4.830,98.920,1.080,18.45,0.888,bicubic +swin_tiny_patch4_window7_224.ms_in1k,224,95.170,4.830,98.860,1.140,28.29,0.900,bicubic 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+nf_regnet_b1.ra2_in1k,288,94.150,5.850,98.630,1.370,10.22,0.900,bicubic +gmlp_s16_224.ra3_in1k,224,94.150,5.850,98.490,1.510,19.42,0.875,bicubic +efficientnet_b2_pruned.in1k,260,94.140,5.860,98.520,1.480,8.31,0.890,bicubic +tf_efficientnet_b2.in1k,260,94.130,5.870,98.450,1.550,9.11,0.890,bicubic +resnet50.b2k_in1k,224,94.120,5.880,98.450,1.550,25.56,0.950,bicubic +ese_vovnet39b.ra_in1k,224,94.110,5.890,98.660,1.340,24.57,0.875,bicubic +resnext50_32x4d.ra_in1k,224,94.110,5.890,98.330,1.670,25.03,0.875,bicubic +resnet152.tv2_in1k,176,94.100,5.900,98.550,1.450,60.19,0.875,bilinear +resnet50d.a2_in1k,224,94.100,5.900,98.480,1.520,25.58,0.950,bicubic +xcit_tiny_24_p16_224.fb_in1k,224,94.090,5.910,98.510,1.490,12.12,1.000,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,384,94.070,5.930,98.630,1.370,21.82,1.000,bicubic +eca_halonext26ts.c1_in1k,256,94.070,5.930,98.500,1.500,10.76,0.940,bicubic +resnext50_32x4d.a1_in1k,224,94.070,5.930,98.200,1.800,25.03,0.950,bicubic 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+efficientnet_b2.ra_in1k,256,94.020,5.980,98.460,1.540,9.11,0.875,bicubic +resmlp_24_224.fb_in1k,224,94.020,5.980,98.350,1.650,30.02,0.875,bicubic +fbnetv3_b.ra2_in1k,256,93.990,6.010,98.630,1.370,8.60,0.950,bilinear +fastvit_t12.apple_in1k,256,93.990,6.010,98.600,1.400,7.55,0.900,bicubic +mobilevitv2_125.cvnets_in1k,256,93.990,6.010,98.560,1.440,7.48,0.888,bicubic +resnet50.am_in1k,224,93.990,6.010,98.520,1.480,25.56,0.875,bicubic +resnetblur50.bt_in1k,224,93.980,6.020,98.540,1.460,25.56,0.875,bicubic +dpn68b.ra_in1k,288,93.980,6.020,98.320,1.680,12.61,1.000,bicubic +shvit_s4.in1k,256,93.970,6.030,98.460,1.540,16.59,0.875,bicubic +tf_efficientnetv2_b1.in1k,240,93.960,6.040,98.630,1.370,8.14,0.882,bicubic +seresnet50.a2_in1k,224,93.960,6.040,98.390,1.610,28.09,0.950,bicubic +hrnet_w48.ms_in1k,224,93.930,6.070,98.600,1.400,77.47,0.875,bilinear +edgenext_small_rw.sw_in1k,256,93.930,6.070,98.550,1.450,7.83,0.900,bicubic 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+densenet121.tv_in1k,224,90.900,9.100,97.730,2.270,7.98,0.875,bicubic +starnet_s2.in1k,224,90.900,9.100,97.600,2.400,3.68,0.875,bicubic +ghostnetv2_100.in1k,224,90.890,9.110,97.700,2.300,6.16,0.875,bicubic +resnetv2_18d.ra4_e3600_r224_in1k,224,90.870,9.130,97.540,2.460,11.71,0.900,bicubic +mobilevit_xs.cvnets_in1k,256,90.850,9.150,97.940,2.060,2.32,0.900,bicubic +fbnetc_100.rmsp_in1k,224,90.780,9.220,97.220,2.780,5.57,0.875,bilinear +dla34.in1k,224,90.770,9.230,97.650,2.350,15.74,0.875,bilinear +pit_ti_distilled_224.in1k,224,90.770,9.230,97.650,2.350,5.10,0.900,bicubic +deit_tiny_distilled_patch16_224.fb_in1k,224,90.760,9.240,97.570,2.430,5.91,0.900,bicubic +mobilenetv4_conv_small.e3600_r256_in1k,256,90.760,9.240,97.390,2.610,3.77,0.950,bicubic +repghostnet_111.in1k,224,90.750,9.250,97.460,2.540,4.54,0.875,bicubic +resnet18d.ra4_e3600_r224_in1k,224,90.690,9.310,97.570,2.430,11.71,0.900,bicubic +crossvit_9_240.in1k,240,90.660,9.340,97.740,2.260,8.55,0.875,bicubic +resnet18.fb_swsl_ig1b_ft_in1k,224,90.660,9.340,97.700,2.300,11.69,0.875,bilinear +mnasnet_100.rmsp_in1k,224,90.650,9.350,97.510,2.490,4.38,0.875,bicubic +mobilenetv4_conv_small.e1200_r224_in1k,256,90.650,9.350,97.510,2.490,3.77,0.950,bicubic +convit_tiny.fb_in1k,224,90.620,9.380,97.740,2.260,5.71,0.875,bicubic +efficientvit_m4.r224_in1k,224,90.600,9.400,97.590,2.410,8.80,0.875,bicubic +regnetx_004_tv.tv2_in1k,224,90.600,9.400,97.580,2.420,5.50,0.965,bicubic +repvgg_a1.rvgg_in1k,224,90.590,9.410,97.640,2.360,14.09,0.875,bilinear +regnety_004.pycls_in1k,224,90.510,9.490,97.580,2.420,4.34,0.875,bicubic +regnetx_006.pycls_in1k,224,90.370,9.630,97.420,2.580,6.20,0.875,bicubic +repghostnet_100.in1k,224,90.320,9.680,97.490,2.510,4.07,0.875,bicubic +starnet_s1.in1k,224,90.320,9.680,97.420,2.580,2.87,0.875,bicubic +resnet18d.ra2_in1k,288,90.310,9.690,97.560,2.440,11.71,0.950,bicubic +spnasnet_100.rmsp_in1k,224,90.310,9.690,97.190,2.810,4.42,0.875,bilinear +resnet18.fb_ssl_yfcc100m_ft_in1k,224,90.250,9.750,97.560,2.440,11.69,0.875,bilinear +crossvit_tiny_240.in1k,240,90.240,9.760,97.610,2.390,7.01,0.875,bicubic +ghostnet_100.in1k,224,90.200,9.800,97.250,2.750,5.18,0.875,bicubic +resnetv2_18.ra4_e3600_r224_in1k,224,90.140,9.860,97.310,2.690,11.69,0.900,bicubic +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,90.130,9.870,97.270,2.730,2.16,0.900,bicubic +vgg19_bn.tv_in1k,224,90.100,9.900,97.580,2.420,143.68,0.875,bilinear +semnasnet_075.rmsp_in1k,224,90.090,9.910,97.430,2.570,2.91,0.875,bicubic +vgg16_bn.tv_in1k,224,90.090,9.910,97.370,2.630,138.37,0.875,bilinear +mobilenetv4_conv_small.e2400_r224_in1k,224,90.070,9.930,97.280,2.720,3.77,0.875,bicubic +convnext_zepto_rms.ra4_e3600_r224_in1k,224,90.020,9.980,97.300,2.700,2.16,0.875,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,89.990,10.010,97.470,2.530,3.27,1.000,bicubic +pit_ti_224.in1k,224,89.950,10.050,97.440,2.560,4.85,0.900,bicubic +resnet34.a3_in1k,224,89.940,10.060,97.170,2.830,21.80,0.950,bicubic +resnet34.tv_in1k,224,89.930,10.070,97.340,2.660,21.80,0.875,bilinear +mobilenetv4_conv_small.e1200_r224_in1k,224,89.900,10.100,97.230,2.770,3.77,0.875,bicubic +efficientvit_m3.r224_in1k,224,89.880,10.120,97.530,2.470,6.90,0.875,bicubic +vit_base_patch32_224.sam_in1k,224,89.750,10.250,96.980,3.020,88.22,0.900,bicubic +resnet18.a1_in1k,288,89.720,10.280,97.100,2.900,11.69,1.000,bicubic +deit_tiny_patch16_224.fb_in1k,224,89.690,10.310,97.500,2.500,5.72,0.900,bicubic +shvit_s1.in1k,224,89.690,10.310,97.230,2.770,6.33,0.875,bicubic +tf_mobilenetv3_large_075.in1k,224,89.670,10.330,97.220,2.780,3.99,0.875,bilinear +skresnet18.ra_in1k,224,89.660,10.340,97.240,2.760,11.96,0.875,bicubic +xcit_nano_12_p16_224.fb_dist_in1k,224,89.660,10.340,97.090,2.910,3.05,1.000,bicubic +mobilenetv2_100.ra_in1k,224,89.610,10.390,97.160,2.840,3.50,0.875,bicubic +resnet18.a2_in1k,288,89.580,10.420,96.960,3.040,11.69,1.000,bicubic +hrnet_w18_small.gluon_in1k,224,89.470,10.530,97.030,2.970,13.19,0.875,bicubic +resnet18d.ra2_in1k,224,89.330,10.670,97.180,2.820,11.71,0.875,bicubic +repvgg_a0.rvgg_in1k,224,89.260,10.740,96.930,3.070,9.11,0.875,bilinear +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,89.230,10.770,97.220,2.780,6.34,0.900,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,89.180,10.820,96.900,3.100,3.27,0.887,bicubic +hrnet_w18_small.ms_in1k,224,89.050,10.950,97.080,2.920,13.19,0.875,bilinear +vgg19.tv_in1k,224,89.050,10.950,96.880,3.120,143.67,0.875,bilinear +resnet14t.c3_in1k,224,89.000,11.000,96.700,3.300,10.08,0.950,bicubic +repghostnet_080.in1k,224,88.970,11.030,96.770,3.230,3.28,0.875,bicubic +tf_mobilenetv3_large_minimal_100.in1k,224,88.950,11.050,96.870,3.130,3.92,0.875,bilinear +regnetx_004.pycls_in1k,224,88.920,11.080,97.100,2.900,5.16,0.875,bicubic +legacy_seresnet18.in1k,224,88.890,11.110,96.950,3.050,11.78,0.875,bicubic +edgenext_xx_small.in1k,288,88.870,11.130,96.680,3.320,1.33,1.000,bicubic +vgg13_bn.tv_in1k,224,88.780,11.220,96.970,3.030,133.05,0.875,bilinear +pvt_v2_b0.in1k,224,88.780,11.220,96.870,3.130,3.67,0.900,bicubic +lcnet_100.ra2_in1k,224,88.760,11.240,96.710,3.290,2.95,0.875,bicubic +xcit_nano_12_p16_224.fb_in1k,224,88.600,11.400,96.830,3.170,3.05,1.000,bicubic +vgg16.tv_in1k,224,88.540,11.460,96.800,3.200,138.36,0.875,bilinear +efficientvit_m2.r224_in1k,224,88.450,11.550,96.910,3.090,4.19,0.875,bicubic +resnet18.a1_in1k,224,88.440,11.560,96.650,3.350,11.69,0.950,bicubic +edgenext_xx_small.in1k,256,88.400,11.600,96.530,3.470,1.33,0.900,bicubic +resnet18.gluon_in1k,224,88.370,11.630,96.700,3.300,11.69,0.875,bicubic +mobileone_s0.apple_in1k,224,88.320,11.680,96.430,3.570,5.29,0.875,bilinear +resnet14t.c3_in1k,176,88.290,11.710,96.370,3.630,10.08,0.875,bicubic +fasternet_t0.in1k,224,88.270,11.730,96.520,3.480,3.91,1.000,bicubic +mobilevitv2_050.cvnets_in1k,256,88.230,11.770,96.960,3.040,1.37,0.888,bicubic +resnet18.a2_in1k,224,88.030,11.970,96.420,3.580,11.69,0.950,bicubic +efficientvit_b0.r224_in1k,224,88.000,12.000,96.080,3.920,3.41,0.950,bicubic +resnet34.a3_in1k,160,87.900,12.100,96.470,3.530,21.80,0.950,bicubic +tinynet_c.in1k,184,87.800,12.200,96.380,3.620,2.46,0.875,bicubic +vgg11_bn.tv_in1k,224,87.500,12.500,96.810,3.190,132.87,0.875,bilinear +resnet18.tv_in1k,224,87.380,12.620,96.270,3.730,11.69,0.875,bilinear +regnety_002.pycls_in1k,224,87.350,12.650,96.600,3.400,3.16,0.875,bicubic +mobilevit_xxs.cvnets_in1k,256,87.150,12.850,96.100,3.900,1.27,0.900,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,87.150,12.850,93.530,6.470,208.20,0.875,bicubic +vgg13.tv_in1k,224,87.020,12.980,96.310,3.690,133.05,0.875,bilinear +efficientvit_m1.r224_in1k,224,86.800,13.200,96.010,3.990,2.98,0.875,bicubic +vgg11.tv_in1k,224,86.570,13.430,96.310,3.690,132.86,0.875,bilinear +repghostnet_058.in1k,224,86.500,13.500,95.900,4.100,2.55,0.875,bicubic +resnet18.a3_in1k,224,86.460,13.540,95.890,4.110,11.69,0.950,bicubic +dla60x_c.in1k,224,86.330,13.670,96.090,3.910,1.32,0.875,bilinear +resnet10t.c3_in1k,224,86.250,13.750,95.760,4.240,5.44,0.950,bicubic +regnetx_002.pycls_in1k,224,86.200,13.800,95.970,4.030,2.68,0.875,bicubic +lcnet_075.ra2_in1k,224,86.030,13.970,95.680,4.320,2.36,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,85.220,14.780,95.770,4.230,2.54,0.875,bilinear +mobilenetv3_small_100.lamb_in1k,224,85.190,14.810,95.620,4.380,2.54,0.875,bicubic +repghostnet_050.in1k,224,85.040,14.960,95.220,4.780,2.31,0.875,bicubic +tinynet_d.in1k,152,84.830,15.170,95.220,4.780,2.34,0.875,bicubic +resnet10t.c3_in1k,176,84.790,15.210,95.010,4.990,5.44,0.875,bicubic +mnasnet_small.lamb_in1k,224,84.360,15.640,95.160,4.840,2.03,0.875,bicubic +resnet18.a3_in1k,160,84.280,15.720,94.620,5.380,11.69,0.950,bicubic +dla46x_c.in1k,224,84.270,15.730,95.240,4.760,1.07,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,256,84.160,15.840,95.140,4.860,2.24,0.950,bicubic +mobilenetv2_050.lamb_in1k,224,83.940,16.060,94.590,5.410,1.97,0.875,bicubic +dla46_c.in1k,224,83.640,16.360,94.930,5.070,1.30,0.875,bilinear +tf_mobilenetv3_small_075.in1k,224,83.550,16.450,94.860,5.140,2.04,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,224,83.420,16.580,94.580,5.420,2.24,0.875,bicubic +mobilenetv3_small_075.lamb_in1k,224,83.110,16.890,94.150,5.850,2.04,0.875,bicubic +efficientvit_m0.r224_in1k,224,82.410,17.590,94.440,5.560,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,81.730,18.270,93.730,6.270,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,81.340,18.660,93.690,6.310,2.04,0.875,bilinear +tinynet_e.in1k,106,78.980,21.020,92.560,7.440,2.04,0.875,bicubic +test_vit3.r160_in1k,160,77.580,22.420,92.350,7.650,0.93,0.950,bicubic +mobilenetv3_small_050.lamb_in1k,224,77.030,22.970,91.300,8.700,1.59,0.875,bicubic +test_convnext2.r160_in1k,160,74.920,25.080,91.120,8.880,0.48,0.950,bicubic +test_convnext3.r160_in1k,160,74.280,25.720,90.610,9.390,0.47,0.950,bicubic +test_convnext.r160_in1k,160,69.420,30.580,88.650,11.350,0.27,0.950,bicubic +test_nfnet.r160_in1k,160,68.110,31.890,88.030,11.970,0.38,0.950,bicubic +test_efficientnet_evos.r160_in1k,160,66.810,33.190,86.300,13.700,0.36,0.950,bicubic +test_efficientnet.r160_in1k,160,66.400,33.600,86.290,13.710,0.36,0.950,bicubic +test_byobnet.r160_in1k,160,65.890,34.110,86.180,13.820,0.46,0.950,bicubic +test_efficientnet_ln.r160_in1k,160,64.800,35.200,85.330,14.670,0.36,0.950,bicubic +test_vit2.r160_in1k,160,64.640,35.360,85.450,14.550,0.46,0.950,bicubic +test_efficientnet_gn.r160_in1k,160,64.510,35.490,85.570,14.430,0.36,0.950,bicubic +test_vit.r160_in1k,160,62.490,37.510,84.380,15.620,0.37,0.950,bicubic +test_resnet.r160_in1k,160,62.160,37.840,84.210,15.790,0.47,0.950,bilinear diff --git a/results/results-imagenet-a.csv b/results/results-imagenet-a.csv index 43458eb33d..5cdb48d62d 100644 --- a/results/results-imagenet-a.csv +++ b/results/results-imagenet-a.csv @@ -1,1559 +1,1557 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,88.6267,11.3733,97.36,2.64,305.08,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,88.4133,11.5867,97.04,2.96,305.08,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,87.32,12.68,96.8,3.2,1014.45,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,87.04,12.96,96.3467,3.6533,305.08,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,86.2267,13.7733,95.88,4.12,305.08,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,85.1067,14.8933,95.6667,4.3333,1013.01,1.0,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,85.0133,14.9867,96.2533,3.7467,1013.01,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,84.68,15.32,96.0533,3.9467,480.31,0.96,bicubic -regnety_1280.swag_ft_in1k,384,83.8,16.2,96.1867,3.8133,644.81,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,83.52,16.48,95.2,4.8,304.53,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,83.3733,16.6267,95.48,4.52,480.31,0.936,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,83.3467,16.6533,95.8933,4.1067,660.29,1.0,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,83.12,16.88,95.3467,4.6533,475.77,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,82.9733,17.0267,95.44,4.56,429.38,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,82.96,17.04,95.72,4.28,305.67,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,82.68,17.32,95.5333,4.4667,304.53,1.0,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,81.7733,18.2267,94.6133,5.3867,414.14,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,81.6933,18.3067,94.9867,5.0133,212.33,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,81.1067,18.8933,94.1867,5.8133,1012.56,0.9,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,81.0533,18.9467,94.32,5.68,119.88,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,80.9467,19.0533,94.44,5.56,475.32,1.0,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.1733,19.8267,94.7333,5.2667,305.0,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,79.5867,20.4133,94.32,5.68,98.75,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.3733,20.6267,94.5467,5.4533,660.29,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.32,20.68,93.6267,6.3733,304.76,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,78.12,21.88,93.2133,6.7867,212.03,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.84,22.16,93.2,6.8,87.12,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.5467,22.4533,93.0533,6.9467,87.12,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,77.24,22.76,93.76,6.24,136.5,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,77.24,22.76,93.6133,6.3867,136.33,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,77.1333,22.8667,93.6667,6.3333,304.53,1.0,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,76.88,23.12,94.2133,5.7867,846.47,1.0,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,76.7067,23.2933,92.3867,7.6133,119.65,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.6,23.4,93.2933,6.7067,304.43,0.95,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,75.4,24.6,91.6267,8.3733,304.14,1.0,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,74.8267,25.1733,91.48,8.52,116.14,1.0,bicubic -regnety_1280.swag_lc_in1k,224,74.5067,25.4933,91.6267,8.3733,644.81,0.965,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,74.3467,25.6533,92.36,7.64,196.74,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,74.24,25.76,92.3067,7.6933,632.46,1.0,bicubic -regnety_320.swag_ft_in1k,384,74.0,26.0,92.88,7.12,145.05,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,73.92,26.08,91.3467,8.6533,56.2,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,73.6533,26.3467,91.64,8.36,99.88,1.0,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,73.04,26.96,91.3467,8.6533,304.14,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,72.5333,27.4667,91.36,8.64,134.42,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,72.1733,27.8267,90.8133,9.1867,304.2,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,71.84,28.16,91.84,8.16,87.92,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,71.8267,28.1733,91.36,8.64,304.2,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,71.4533,28.5467,89.8133,10.1867,304.53,1.0,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,71.2933,28.7067,89.88,10.12,86.88,1.0,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,71.1867,28.8133,89.7067,10.2933,73.88,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,71.1867,28.8133,90.8133,9.1867,350.2,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,71.0533,28.9467,89.68,10.32,304.72,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,70.92,29.08,90.8667,9.1333,200.13,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,70.8933,29.1067,90.5467,9.4533,632.05,1.0,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,70.8,29.2,90.5067,9.4933,196.74,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,70.7467,29.2533,90.4267,9.5733,39.3,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,70.6267,29.3733,90.56,9.44,64.27,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,70.2133,29.7867,89.6,10.4,197.96,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.1867,29.8133,90.8,9.2,632.13,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,70.16,29.84,90.68,9.32,304.57,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,70.08,29.92,90.2667,9.7333,304.57,1.0,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,70.0267,29.9733,90.44,9.56,116.09,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,69.8533,30.1467,90.7067,9.2933,200.13,1.0,bicubic -volo_d5_512.sail_in1k,512,69.4667,30.5333,90.5867,9.4133,296.09,1.15,bicubic -caformer_b36.sail_in22k_ft_in1k,224,69.4533,30.5467,90.2133,9.7867,98.75,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,69.0533,30.9467,89.9733,10.0267,304.43,0.9,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,68.6267,31.3733,88.5733,11.4267,149.39,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,68.5733,31.4267,89.96,10.04,304.37,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,68.52,31.48,89.16,10.84,57.05,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,68.4933,31.5067,89.6933,10.3067,101.66,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,68.24,31.76,90.12,9.88,350.2,1.0,bicubic -maxvit_base_tf_512.in1k,512,68.0933,31.9067,88.5467,11.4533,119.88,1.0,bicubic -regnety_160.swag_ft_in1k,384,68.0933,31.9067,90.68,9.32,83.59,1.0,bicubic -volo_d5_448.sail_in1k,448,67.96,32.04,89.7333,10.2667,295.91,1.15,bicubic -maxvit_large_tf_512.in1k,512,67.6667,32.3333,87.6933,12.3067,212.33,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,67.6267,32.3733,88.7333,11.2667,304.43,0.95,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,67.3867,32.6133,88.88,11.12,197.77,1.0,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,67.3733,32.6267,88.5067,11.4933,196.74,0.9,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,67.2667,32.7333,89.96,10.04,200.13,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,67.1867,32.8133,88.5333,11.4667,66.35,0.949,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,67.16,32.84,87.1467,12.8533,208.12,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,67.0533,32.9467,88.9067,11.0933,304.53,1.0,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,67.0133,32.9867,89.0933,10.9067,86.74,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,66.88,33.12,88.88,11.12,197.96,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,66.8533,33.1467,88.1467,11.8533,304.2,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,288,66.3333,33.6667,88.9867,11.0133,197.77,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,66.3067,33.6933,88.68,11.32,136.06,1.0,bicubic -volo_d4_448.sail_in1k,448,66.2933,33.7067,89.0133,10.9867,193.41,1.15,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,66.2533,33.7467,86.5733,13.4267,672.78,0.9,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,66.0133,33.9867,87.8133,12.1867,93.59,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,65.9333,34.0667,87.28,12.72,197.96,0.875,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,65.8133,34.1867,87.84,12.16,88.72,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,65.6667,34.3333,87.84,12.16,632.05,1.0,bicubic -regnety_320.swag_lc_in1k,224,65.5467,34.4533,88.04,11.96,145.05,0.965,bicubic -volo_d3_448.sail_in1k,448,65.52,34.48,87.3733,12.6267,86.63,1.0,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.3867,34.6133,88.3333,11.6667,60.6,1.0,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,65.3733,34.6267,88.5867,11.4133,57.87,1.0,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,65.2933,34.7067,88.5867,11.4133,87.9,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,64.96,35.04,87.92,12.08,101.66,1.0,bicubic -efficientvit_l3.r384_in1k,384,64.8533,35.1467,87.04,12.96,246.04,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,288,64.5333,35.4667,87.1867,12.8133,660.29,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,64.52,35.48,87.6667,12.3333,118.52,1.0,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,64.52,35.48,85.8667,14.1333,116.14,0.95,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,64.52,35.48,87.0667,12.9333,93.59,0.95,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,63.7867,36.2133,87.3867,12.6133,350.2,0.875,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.4667,36.5333,87.6667,12.3333,87.92,0.9,bicubic -maxvit_large_tf_384.in1k,384,63.4,36.6,85.1867,14.8133,212.03,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,63.3733,36.6267,86.48,13.52,99.88,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,63.3067,36.6933,86.8267,13.1733,88.59,1.0,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,63.0267,36.9733,86.08,13.92,86.86,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,63.0267,36.9733,86.7733,13.2267,40.01,1.0,bicubic -maxvit_small_tf_512.in1k,512,62.84,37.16,86.4667,13.5333,69.13,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,62.7733,37.2267,87.8933,12.1067,44.82,1.0,bicubic -maxvit_base_tf_384.in1k,384,62.4667,37.5333,85.1333,14.8667,119.65,1.0,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,62.3067,37.6933,86.56,13.44,134.13,0.95,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.24,37.76,85.8933,14.1067,86.58,0.9,bicubic -caformer_b36.sail_in1k_384,384,62.0933,37.9067,84.48,15.52,98.75,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,62.0667,37.9333,87.0533,12.9467,88.72,1.0,bicubic -cait_m48_448.fb_dist_in1k,448,62.0667,37.9333,86.4667,13.5333,356.46,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,224,61.8533,38.1467,84.64,15.36,660.29,0.875,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,61.8533,38.1467,85.0267,14.9733,43.04,0.942,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,61.48,38.52,85.5733,14.4267,86.53,0.9,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,61.3333,38.6667,86.6,13.4,196.53,0.9,bicubic -convnext_base.fb_in22k_ft_in1k,288,61.2533,38.7467,86.48,13.52,88.59,1.0,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,61.1867,38.8133,83.7867,16.2133,329.09,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,61.1467,38.8533,85.84,14.16,93.59,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k,224,60.9733,39.0267,84.9733,15.0267,56.2,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,60.8933,39.1067,85.2933,14.7067,64.11,0.95,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,60.7333,39.2667,86.6933,13.3067,200.13,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,60.6933,39.3067,84.4133,15.5867,73.88,0.95,bicubic -regnety_160.swag_lc_in1k,224,60.5333,39.4667,85.8533,14.1467,83.59,0.965,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,60.52,39.48,85.0533,14.9467,88.72,0.875,bicubic -convnext_small.in12k_ft_in1k_384,384,60.5067,39.4933,84.8133,15.1867,50.22,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,60.48,39.52,85.1467,14.8533,197.77,0.875,bicubic -caformer_m36.sail_in1k_384,384,60.3467,39.6533,84.8133,15.1867,56.2,1.0,bicubic -deit3_large_patch16_384.fb_in1k,384,60.2267,39.7733,85.5333,14.4667,304.76,1.0,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,60.16,39.84,84.6133,15.3867,73.87,0.95,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,60.0533,39.9467,85.8533,14.1467,304.2,1.0,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,59.92,40.08,84.28,15.72,30.39,0.934,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,59.8933,40.1067,85.36,14.64,188.93,1.0,bicubic -efficientvit_l3.r320_in1k,320,59.84,40.16,84.9333,15.0667,246.04,1.0,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,59.84,40.16,84.96,15.04,116.09,0.95,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,59.72,40.28,84.4933,15.5067,101.66,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,59.6267,40.3733,84.2,15.8,86.86,0.95,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,59.56,40.44,83.16,16.84,936.53,1.0,bilinear -tf_efficientnetv2_m.in21k_ft_in1k,480,59.08,40.92,84.48,15.52,54.14,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,58.84,41.16,85.7867,14.2133,88.59,1.0,bicubic -maxvit_tiny_tf_512.in1k,512,58.6267,41.3733,84.6533,15.3467,31.05,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,58.48,41.52,82.5733,17.4267,86.58,0.9,bicubic -volo_d2_384.sail_in1k,384,58.4267,41.5733,84.28,15.72,58.87,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,58.4133,41.5867,85.44,14.56,26.34,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,58.2,41.8,80.84,19.16,208.12,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,58.08,41.92,85.3733,14.6267,31.76,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,58.0267,41.9733,83.2,16.8,64.11,0.95,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,58.0133,41.9867,81.6667,18.3333,213.74,0.9,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,57.92,42.08,80.7067,19.2933,468.53,0.875,bilinear -tiny_vit_21m_512.dist_in22k_ft_in1k,512,57.7867,42.2133,83.1467,16.8533,21.27,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,57.7733,42.2267,81.8667,18.1333,86.86,1.0,bicubic -efficientvit_l2.r384_in1k,384,57.7467,42.2533,83.7467,16.2533,63.71,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.68,42.32,82.8133,17.1867,93.59,0.875,bicubic -cait_m36_384.fb_dist_in1k,384,57.6667,42.3333,84.7067,15.2933,271.22,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,57.5467,42.4533,84.1733,15.8267,75.26,1.0,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,57.48,42.52,83.1067,16.8933,21.23,1.0,bicubic -dm_nfnet_f5.dm_in1k,544,57.3467,42.6533,82.08,17.92,377.21,0.954,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,57.2933,42.7067,82.2933,17.7067,118.52,1.0,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,57.1733,42.8267,84.72,15.28,88.59,1.0,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,57.1467,42.8533,83.5067,16.4933,86.59,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,57.1333,42.8667,83.0133,16.9867,22.21,1.0,bicubic -caformer_s36.sail_in1k_384,384,57.12,42.88,82.64,17.36,39.3,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,57.0933,42.9067,84.24,15.76,75.26,1.0,bicubic -convnextv2_large.fcmae_ft_in1k,288,57.08,42.92,83.5867,16.4133,197.96,1.0,bicubic -volo_d5_224.sail_in1k,224,56.8267,43.1733,82.76,17.24,295.46,0.96,bicubic -dm_nfnet_f6.dm_in1k,576,56.7467,43.2533,81.5333,18.4667,438.36,0.956,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,56.7467,43.2533,83.0133,16.9867,186.27,1.0,bicubic -maxvit_small_tf_384.in1k,384,56.72,43.28,82.28,17.72,69.02,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,56.68,43.32,83.8933,16.1067,83.59,1.0,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,56.64,43.36,83.64,16.36,84.32,1.0,bicubic -dm_nfnet_f4.dm_in1k,512,56.2533,43.7467,81.3733,18.6267,316.07,0.951,bicubic -convformer_m36.sail_in22k_ft_in1k,224,56.2533,43.7467,82.2267,17.7733,57.05,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,288,56.2133,43.7867,82.8133,17.1867,83.59,1.0,bicubic -efficientvit_l3.r256_in1k,256,56.1467,43.8533,81.3333,18.6667,246.04,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k,224,55.56,44.44,81.8933,18.1067,39.3,1.0,bicubic -convformer_b36.sail_in1k_384,384,55.4667,44.5333,81.2533,18.7467,99.88,1.0,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,55.2933,44.7067,79.68,20.32,304.33,0.9,bicubic -convnext_base.fb_in22k_ft_in1k,224,54.7733,45.2267,82.5733,17.4267,88.59,0.875,bicubic -convnextv2_large.fcmae_ft_in1k,224,54.68,45.32,81.16,18.84,197.96,0.875,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,54.4533,45.5467,82.3067,17.6933,86.86,1.0,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,54.3867,45.6133,81.7067,18.2933,47.63,1.0,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.3467,45.6533,80.8133,19.1867,98.95,1.0,bicubic -cait_s36_384.fb_dist_in1k,384,54.2133,45.7867,81.2533,18.7467,68.37,1.0,bicubic -deit3_huge_patch14_224.fb_in1k,224,54.1467,45.8533,81.92,18.08,632.13,0.9,bicubic -volo_d1_384.sail_in1k,384,53.84,46.16,80.9067,19.0933,26.78,1.0,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,53.84,46.16,81.52,18.48,39.03,0.95,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,53.64,46.36,81.8267,18.1733,86.53,0.9,bicubic -convformer_m36.sail_in1k_384,384,53.6133,46.3867,80.8667,19.1333,57.05,1.0,bicubic -dm_nfnet_f3.dm_in1k,416,53.56,46.44,79.2933,20.7067,254.92,0.94,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,53.3733,46.6267,80.4133,19.5867,86.86,1.0,bicubic -deit3_base_patch16_384.fb_in1k,384,53.2933,46.7067,80.5067,19.4933,86.88,1.0,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,53.16,46.84,81.4667,18.5333,50.22,1.0,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,53.04,46.96,76.88,23.12,194.03,0.875,bilinear -convnext_small.in12k_ft_in1k,288,52.9867,47.0133,81.3067,18.6933,50.22,1.0,bicubic -volo_d4_224.sail_in1k,224,52.8667,47.1333,80.56,19.44,192.96,0.96,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,52.8267,47.1733,81.7333,18.2667,189.1,1.0,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,52.8,47.2,81.1333,18.8667,236.34,1.0,bilinear -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,52.5067,47.4933,82.76,17.24,88.59,1.0,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,52.4,47.6,79.84,20.16,387.93,1.0,bilinear -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,52.3067,47.6933,79.9733,20.0267,88.34,1.0,bicubic -maxvit_tiny_tf_384.in1k,384,52.04,47.96,79.8933,20.1067,30.98,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,52.0267,47.9733,80.4667,19.5333,60.4,0.95,bicubic -dm_nfnet_f5.dm_in1k,416,51.96,48.04,77.4667,22.5333,377.21,0.954,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,51.8133,48.1867,80.4133,19.5867,87.77,0.9,bicubic -regnety_120.sw_in12k_ft_in1k,288,51.8,48.2,80.6533,19.3467,51.82,1.0,bicubic -efficientvit_l3.r224_in1k,224,51.72,48.28,79.08,20.92,246.04,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,288,51.5467,48.4533,81.3333,18.6667,50.22,1.0,bicubic -dm_nfnet_f6.dm_in1k,448,51.5333,48.4667,76.5333,23.4667,438.36,0.956,bicubic -efficientvit_l2.r288_in1k,288,51.36,48.64,79.9733,20.0267,63.71,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,51.36,48.64,79.92,20.08,75.26,0.965,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,51.1733,48.8267,78.2533,21.7467,88.79,0.875,bilinear -eva02_small_patch14_336.mim_in22k_ft_in1k,336,51.0667,48.9333,79.0133,20.9867,22.13,1.0,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,51.04,48.96,79.0667,20.9333,19.34,0.922,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,51.0133,48.9867,78.6667,21.3333,30.39,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,50.92,49.08,79.28,20.72,75.26,0.965,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,50.92,49.08,78.52,21.48,54.14,1.0,bicubic -flexivit_large.1200ep_in1k,240,50.84,49.16,80.56,19.44,304.36,0.95,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,50.7467,49.2533,79.8933,20.1067,86.53,0.9,bicubic -mvitv2_large.fb_in1k,224,50.64,49.36,78.0667,21.9333,217.99,0.9,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,50.5467,49.4533,79.64,20.36,26.21,1.0,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,50.3867,49.6133,79.7467,20.2533,86.66,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,50.3333,49.6667,78.6267,21.3733,33.44,1.0,bicubic -dm_nfnet_f4.dm_in1k,384,50.2933,49.7067,76.0667,23.9333,316.07,0.951,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,50.24,49.76,78.2,21.8,86.57,0.95,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,50.2,49.8,77.44,22.56,86.57,0.95,bicubic -tf_efficientnetv2_l.in1k,480,50.1733,49.8267,77.56,22.44,118.52,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,50.16,49.84,81.0533,18.9467,26.77,1.0,bicubic -convnext_tiny.in12k_ft_in1k_384,384,50.12,49.88,79.7333,20.2667,28.59,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,50.08,49.92,77.7067,22.2933,236.34,1.0,bicubic -convformer_s36.sail_in1k_384,384,50.08,49.92,78.9067,21.0933,40.01,1.0,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,50.0533,49.9467,77.6,22.4,86.86,1.0,bicubic -volo_d3_224.sail_in1k,224,50.0,50.0,78.32,21.68,86.33,0.96,bicubic -flexivit_large.600ep_in1k,240,49.9733,50.0267,79.9733,20.0267,304.36,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,49.8533,50.1467,78.56,21.44,32.59,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,49.8533,50.1467,79.0933,20.9067,45.88,1.0,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,49.7333,50.2667,78.7333,21.2667,86.57,0.9,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,49.68,50.32,78.4933,21.5067,60.4,0.95,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,49.6,50.4,79.7867,20.2133,86.66,1.0,bicubic -nextvit_large.bd_ssld_6m_in1k,224,49.52,50.48,80.7867,19.2133,57.87,0.95,bicubic -inception_next_base.sail_in1k_384,384,49.4933,50.5067,78.56,21.44,86.67,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,224,49.4667,50.5333,78.4533,21.5467,83.59,0.95,bicubic -cait_s24_384.fb_dist_in1k,384,49.4133,50.5867,78.6533,21.3467,47.06,1.0,bicubic -nextvit_large.bd_in1k_384,384,49.32,50.68,78.4133,21.5867,57.87,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,49.2667,50.7333,79.7467,20.2533,84.4,1.0,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,49.24,50.76,76.5333,23.4667,69.9,0.9,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,49.04,50.96,79.0,21.0,87.63,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,224,49.0133,50.9867,77.7333,22.2667,83.59,0.95,bicubic -caformer_s18.sail_in1k_384,384,48.8933,51.1067,78.72,21.28,26.34,1.0,bicubic -coat_lite_medium_384.in1k,384,48.84,51.16,78.5467,21.4533,44.57,1.0,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,48.7467,51.2533,78.28,21.72,304.37,0.9,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,48.6933,51.3067,79.9333,20.0667,88.59,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,48.68,51.32,77.9867,22.0133,304.2,0.9,bicubic -caformer_b36.sail_in1k,224,48.6267,51.3733,75.7067,24.2933,98.75,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,48.6,51.4,78.84,21.16,88.72,1.0,bicubic -efficientvit_l2.r256_in1k,256,48.5867,51.4133,77.9067,22.0933,63.71,1.0,bicubic -deit3_large_patch16_224.fb_in1k,224,48.5733,51.4267,78.0267,21.9733,304.37,0.9,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,48.4933,51.5067,77.4,22.6,88.3,1.0,bicubic -flexivit_large.300ep_in1k,240,48.4667,51.5333,78.6267,21.3733,304.36,0.95,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,48.2667,51.7333,77.0533,22.9467,38.85,1.0,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,48.1067,51.8933,78.1067,21.8933,304.4,0.9,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,48.04,51.96,77.7733,22.2267,21.46,1.0,bicubic -tf_efficientnet_b8.ra_in1k,672,47.9867,52.0133,76.4533,23.5467,87.41,0.954,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,47.9067,52.0933,79.12,20.88,188.93,1.0,bicubic -convnext_small.in12k_ft_in1k,224,47.9067,52.0933,77.2533,22.7467,50.22,0.95,bicubic -regnety_2560.seer_ft_in1k,384,47.7867,52.2133,76.3867,23.6133,1282.6,1.0,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,47.7467,52.2533,76.9067,23.0933,34.36,0.95,bicubic -resnest269e.in1k,416,47.6267,52.3733,74.0267,25.9733,110.93,0.928,bicubic -convnext_tiny.in12k_ft_in1k,288,47.5333,52.4667,78.9733,21.0267,28.59,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,47.4533,52.5467,78.1467,21.8533,86.57,0.9,bicubic -convformer_s36.sail_in22k_ft_in1k,224,47.44,52.56,77.2533,22.7467,40.01,1.0,bicubic -regnetz_e8.ra3_in1k,320,47.3333,52.6667,75.8533,24.1467,57.7,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k,224,47.3067,52.6933,78.6,21.4,44.82,0.95,bicubic -vit_large_patch16_rope_224.naver_in1k,224,47.1067,52.8933,77.5867,22.4133,304.17,0.9,bicubic -xcit_large_24_p8_224.fb_in1k,224,46.8667,53.1333,74.4133,25.5867,188.93,1.0,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,46.8267,53.1733,75.84,24.16,86.46,1.0,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,46.7733,53.2267,76.9733,23.0267,47.67,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,46.72,53.28,77.3867,22.6133,32.59,1.0,bicubic -convnext_large.fb_in1k,288,46.6667,53.3333,76.7333,23.2667,197.77,1.0,bicubic -tf_efficientnet_b8.ap_in1k,672,46.5333,53.4667,76.1333,23.8667,87.41,0.954,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,46.5067,53.4933,76.5333,23.4667,86.48,1.0,bicubic -hgnet_base.ssld_in1k,288,46.48,53.52,76.1733,23.8267,71.58,1.0,bicubic -nextvit_base.bd_in1k_384,384,46.4133,53.5867,76.8,23.2,44.82,1.0,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,46.3867,53.6133,76.68,23.32,217.32,1.0,bilinear -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,46.36,53.64,74.9467,25.0533,86.63,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,416,46.3333,53.6667,75.7333,24.2667,53.24,1.0,bicubic -dm_nfnet_f2.dm_in1k,352,46.1733,53.8267,74.6933,25.3067,193.78,0.92,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,46.1333,53.8667,77.0,23.0,38.88,0.95,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,46.1067,53.8933,76.04,23.96,88.83,1.0,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,45.9467,54.0533,77.7733,22.2267,39.57,1.0,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,45.92,54.08,72.0667,27.9333,194.03,0.875,bilinear -volo_d2_224.sail_in1k,224,45.9067,54.0933,75.1333,24.8667,58.68,0.96,bicubic -swinv2_base_window16_256.ms_in1k,256,45.9067,54.0933,75.1067,24.8933,87.92,0.9,bicubic -ecaresnet269d.ra2_in1k,352,45.7733,54.2267,74.9333,25.0667,102.09,1.0,bicubic -caformer_m36.sail_in1k,224,45.7733,54.2267,74.5333,25.4667,56.2,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,224,45.72,54.28,76.04,23.96,88.72,0.875,bicubic -dm_nfnet_f3.dm_in1k,320,45.44,54.56,72.36,27.64,254.92,0.94,bicubic -swin_base_patch4_window12_384.ms_in1k,384,45.4133,54.5867,74.6133,25.3867,87.9,1.0,bicubic -naflexvit_base_patch16_gap.e300_s576_in1k,384,45.3733,54.6267,74.9733,25.0267,86.63,1.0,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,45.36,54.64,76.16,23.84,22.2,1.0,bicubic -tf_efficientnet_b7.ap_in1k,600,45.2667,54.7333,74.0133,25.9867,66.35,0.949,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,45.2533,54.7467,70.84,29.16,88.79,0.875,bilinear -xcit_medium_24_p8_224.fb_dist_in1k,224,45.2267,54.7733,76.88,23.12,84.32,1.0,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,45.2267,54.7733,75.48,24.52,36.47,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,224,45.1467,54.8533,77.4933,22.5067,50.22,0.875,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,45.1333,54.8667,73.96,26.04,41.72,0.95,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,45.08,54.92,76.5733,23.4267,28.64,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,44.88,55.12,74.5733,25.4267,32.59,0.95,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,44.7867,55.2133,74.5467,25.4533,34.36,0.95,bicubic -eca_nfnet_l2.ra3_in1k,384,44.76,55.24,75.6533,24.3467,56.72,1.0,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,44.4933,55.5067,75.1333,24.8667,66.01,0.95,bicubic -regnety_120.sw_in12k_ft_in1k,224,44.4667,55.5333,74.64,25.36,51.82,0.95,bicubic -ecaresnet269d.ra2_in1k,320,44.32,55.68,73.9467,26.0533,102.09,0.95,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.3067,55.6933,74.9467,25.0533,21.2,0.95,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,44.08,55.92,76.7067,23.2933,34.81,1.0,bicubic -tf_efficientnetv2_l.in1k,384,44.08,55.92,71.9867,28.0133,118.52,1.0,bicubic -resnest200e.in1k,320,43.9867,56.0133,73.4,26.6,70.2,0.909,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,43.8933,56.1067,73.9733,26.0267,94.45,1.0,bicubic -mambaout_base.in1k,288,43.84,56.16,72.5733,27.4267,84.81,1.0,bicubic -crossvit_18_dagger_408.in1k,408,43.84,56.16,73.6133,26.3867,44.61,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,288,43.64,56.36,73.04,26.96,93.59,1.0,bicubic -cait_xs24_384.fb_dist_in1k,384,43.6267,56.3733,74.8933,25.1067,26.67,1.0,bicubic -resnetrs200.tf_in1k,320,43.4933,56.5067,72.5467,27.4533,93.21,1.0,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,43.4533,56.5467,76.2667,23.7333,49.61,0.9,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,43.4,56.6,73.2267,26.7733,51.52,0.9,bicubic -caformer_s18.sail_in22k_ft_in1k,224,43.32,56.68,74.9067,25.0933,26.34,1.0,bicubic -mvitv2_base.fb_in1k,224,43.2933,56.7067,73.92,26.08,51.47,0.9,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,43.28,56.72,75.2533,24.7467,39.57,1.0,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,43.2267,56.7733,74.0,26.0,26.25,1.0,bicubic -tresnet_xl.miil_in1k_448,448,43.2133,56.7867,72.1467,27.8533,78.44,0.875,bilinear -vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.1333,56.8667,72.5467,27.4533,86.57,0.9,bicubic -xcit_medium_24_p8_224.fb_in1k,224,43.12,56.88,70.08,29.92,84.32,1.0,bicubic -regnetz_e8.ra3_in1k,256,43.1067,56.8933,72.2,27.8,57.7,0.94,bicubic -rdnet_large.nv_in1k,224,42.7867,57.2133,73.6133,26.3867,186.27,0.9,bicubic -edgenext_base.in21k_ft_in1k,320,42.7733,57.2267,75.4267,24.5733,18.51,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,288,42.6933,57.3067,72.0667,27.9333,77.47,1.0,bilinear -efficientvit_l2.r224_in1k,224,42.6533,57.3467,74.32,25.68,63.71,1.0,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,42.56,57.44,72.5867,27.4133,88.3,0.95,bicubic -nextvit_small.bd_ssld_6m_in1k,224,42.5333,57.4667,75.4667,24.5333,31.76,0.95,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,42.5333,57.4667,71.04,28.96,73.88,0.95,bicubic -gcvit_base.in1k,224,42.52,57.48,73.44,26.56,90.32,0.875,bicubic -resnetrs420.tf_in1k,416,42.44,57.56,70.1467,29.8533,191.89,1.0,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,42.4267,57.5733,74.3733,25.6267,38.86,0.95,bicubic -tf_efficientnetv2_m.in1k,480,42.3867,57.6133,72.3733,27.6267,54.14,1.0,bicubic -maxvit_large_tf_224.in1k,224,42.36,57.64,69.2133,30.7867,211.79,0.95,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,42.3467,57.6533,72.7867,27.2133,12.11,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,42.2933,57.7067,72.8267,27.1733,45.88,1.0,bicubic -tf_efficientnet_b7.ra_in1k,600,42.2667,57.7333,72.52,27.48,66.35,0.949,bicubic -swinv2_small_window16_256.ms_in1k,256,42.2667,57.7333,72.7467,27.2533,49.73,0.9,bicubic -dm_nfnet_f1.dm_in1k,320,42.2133,57.7867,71.2267,28.7733,132.63,0.91,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,42.1867,57.8133,72.3733,27.6267,64.9,0.9,bicubic -convformer_s18.sail_in1k_384,384,42.1867,57.8133,74.04,25.96,26.77,1.0,bicubic -maxvit_base_tf_224.in1k,224,42.0267,57.9733,70.0667,29.9333,119.47,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,42.0133,57.9867,73.5333,26.4667,28.59,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,41.96,58.04,73.9867,26.0133,86.57,1.0,bicubic -convnext_base.fb_in1k,288,41.9067,58.0933,73.84,26.16,88.59,1.0,bicubic -eca_nfnet_l2.ra3_in1k,320,41.9067,58.0933,72.9333,27.0667,56.72,0.9,bicubic -mambaout_small.in1k,288,41.8533,58.1467,72.2,27.8,48.49,1.0,bicubic -crossvit_15_dagger_408.in1k,408,41.7867,58.2133,72.0133,27.9867,28.5,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,41.76,58.24,75.1467,24.8533,28.64,1.0,bicubic -nextvit_small.bd_in1k_384,384,41.7467,58.2533,72.7467,27.2533,31.76,1.0,bicubic -xcit_small_24_p8_224.fb_in1k,224,41.6533,58.3467,70.8667,29.1333,47.63,1.0,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,41.6133,58.3867,70.28,29.72,328.99,0.9,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,41.6,58.4,71.8533,28.1467,44.18,0.875,bilinear -efficientnet_x_b5.sw_r448_e450_in1k,448,41.5867,58.4133,71.1867,28.8133,33.44,1.0,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,41.5333,58.4667,73.6533,26.3467,47.63,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,41.52,58.48,72.4933,27.5067,44.57,1.0,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,41.4267,58.5733,71.6267,28.3733,63.95,0.95,bicubic -convnext_large.fb_in1k,224,41.2133,58.7867,73.28,26.72,197.77,0.875,bicubic -swinv2_base_window8_256.ms_in1k,256,41.16,58.84,72.56,27.44,87.92,0.9,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,41.08,58.92,72.0,28.0,22.06,1.0,bicubic -caformer_s36.sail_in1k,224,41.0267,58.9733,70.92,29.08,39.3,1.0,bicubic -seresnext101d_32x8d.ah_in1k,288,40.9333,59.0667,70.72,29.28,93.59,1.0,bicubic -davit_base.msft_in1k,224,40.76,59.24,72.5333,27.4667,87.95,0.95,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,40.72,59.28,70.8667,29.1333,29.15,0.95,bicubic -hgnet_base.ssld_in1k,224,40.6933,59.3067,70.6667,29.3333,71.58,0.965,bicubic -flexivit_base.1200ep_in1k,240,40.6,59.4,72.1867,27.8133,86.59,0.95,bicubic -regnety_1280.seer_ft_in1k,384,40.5733,59.4267,70.5867,29.4133,644.81,1.0,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,40.4667,59.5333,74.6533,25.3467,129.14,0.875,bicubic -tf_efficientnet_b6.ap_in1k,528,40.3733,59.6267,71.3733,28.6267,43.04,0.942,bicubic -convformer_b36.sail_in1k,224,40.28,59.72,69.1067,30.8933,99.88,1.0,bicubic -deit3_small_patch16_384.fb_in1k,384,40.2267,59.7733,69.96,30.04,22.21,1.0,bicubic -tresnet_l.miil_in1k_448,448,40.1333,59.8667,69.72,30.28,55.99,0.875,bilinear -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.1333,59.8667,72.4533,27.5467,32.59,0.95,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,39.9067,60.0933,72.3333,27.6667,39.57,0.965,bicubic -deit_base_patch16_384.fb_in1k,384,39.8933,60.1067,70.4267,29.5733,86.86,1.0,bicubic -flexivit_base.600ep_in1k,240,39.8,60.2,71.68,28.32,86.59,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,39.7467,60.2533,72.52,27.48,37.76,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,39.72,60.28,72.5867,27.4133,28.64,0.875,bicubic -regnetz_040_h.ra3_in1k,320,39.7067,60.2933,70.96,29.04,28.94,1.0,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,39.6933,60.3067,71.1333,28.8667,22.52,0.95,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,39.68,60.32,72.8533,27.1467,37.76,1.0,bicubic -swin_s3_base_224.ms_in1k,224,39.6267,60.3733,70.6133,29.3867,71.13,0.9,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.6133,60.3867,70.4667,29.5333,86.43,0.95,bicubic -regnetz_d8.ra3_in1k,320,39.5067,60.4933,71.2267,28.7733,23.37,1.0,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,39.4667,60.5333,71.5867,28.4133,86.59,0.9,bicubic -resnetrs350.tf_in1k,384,39.3867,60.6133,68.3333,31.6667,163.96,1.0,bicubic -flexivit_base.300ep_in1k,240,39.32,60.68,70.7067,29.2933,86.59,0.95,bicubic -gcvit_small.in1k,224,39.2533,60.7467,70.52,29.48,51.09,0.875,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,39.1467,60.8533,71.7467,28.2533,86.44,0.9,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,39.0667,60.9333,70.7467,29.2533,86.59,0.9,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,39.04,60.96,70.6267,29.3733,86.48,0.95,bicubic -seresnext101_32x8d.ah_in1k,288,39.04,60.96,68.9867,31.0133,93.57,1.0,bicubic -deit3_base_patch16_224.fb_in1k,224,38.92,61.08,70.76,29.24,86.59,0.9,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,38.9067,61.0933,70.7067,29.2933,32.59,1.0,bicubic -regnetz_d8_evos.ch_in1k,320,38.84,61.16,71.3067,28.6933,23.46,1.0,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,38.84,61.16,68.6133,31.3867,306.63,1.0,bicubic -volo_d1_224.sail_in1k,224,38.68,61.32,70.12,29.88,26.63,0.96,bicubic -mvitv2_small.fb_in1k,224,38.56,61.44,69.96,30.04,34.87,0.9,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,38.5333,61.4667,70.1333,29.8667,88.83,0.95,bicubic -vit_base_patch16_rope_224.naver_in1k,224,38.48,61.52,70.4933,29.5067,86.43,0.9,bicubic -coat_lite_medium.in1k,224,38.44,61.56,71.0933,28.9067,44.57,0.9,bicubic -regnetz_040.ra3_in1k,320,38.44,61.56,70.08,29.92,27.12,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,320,38.4267,61.5733,70.1333,29.8667,53.24,1.0,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,38.28,61.72,70.2533,29.7467,44.54,1.0,bilinear -xcit_small_12_p8_224.fb_dist_in1k,224,38.16,61.84,71.3333,28.6667,26.21,1.0,bicubic -davit_small.msft_in1k,224,38.1067,61.8933,70.6133,29.3867,49.75,0.95,bicubic -mambaout_small_rw.sw_e450_in1k,288,38.0933,61.9067,70.0,30.0,48.5,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,38.08,61.92,71.84,28.16,28.59,0.95,bicubic -rdnet_base.nv_in1k,224,38.0133,61.9867,70.0,30.0,87.45,0.9,bicubic -convformer_m36.sail_in1k,224,37.92,62.08,66.9333,33.0667,57.05,1.0,bicubic -resnet200d.ra2_in1k,320,37.8933,62.1067,68.3333,31.6667,64.69,1.0,bicubic -tf_efficientnet_b7.aa_in1k,600,37.7867,62.2133,69.4267,30.5733,66.35,0.949,bicubic -focalnet_base_srf.ms_in1k,224,37.76,62.24,69.72,30.28,88.15,0.9,bicubic -maxvit_small_tf_224.in1k,224,37.7067,62.2933,68.3733,31.6267,68.93,0.95,bicubic -swinv2_small_window8_256.ms_in1k,256,37.6667,62.3333,69.96,30.04,49.73,0.9,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,37.6267,62.3733,68.8667,31.1333,60.23,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,37.6133,62.3867,69.6667,30.3333,21.46,1.0,bicubic -fastvit_ma36.apple_dist_in1k,256,37.5333,62.4667,70.9733,29.0267,44.07,0.95,bicubic -focalnet_base_lrf.ms_in1k,224,37.52,62.48,68.56,31.44,88.75,0.9,bicubic -seresnet152d.ra2_in1k,320,37.5067,62.4933,69.0533,30.9467,66.84,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,37.48,62.52,69.8267,30.1733,39.57,0.965,bicubic -twins_svt_large.in1k,224,37.3467,62.6533,69.2,30.8,99.27,0.9,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,37.3067,62.6933,71.4133,28.5867,189.1,1.0,bicubic -xcit_small_12_p8_224.fb_in1k,224,37.2933,62.7067,68.1333,31.8667,26.21,1.0,bicubic -efficientvit_b3.r288_in1k,288,37.2667,62.7333,69.6,30.4,48.65,1.0,bicubic -swin_s3_small_224.ms_in1k,224,37.0533,62.9467,68.1467,31.8533,49.74,0.9,bicubic -eca_nfnet_l1.ra2_in1k,320,37.04,62.96,70.56,29.44,41.41,1.0,bicubic -mambaout_base.in1k,224,36.9867,63.0133,66.4133,33.5867,84.81,1.0,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,36.96,63.04,68.8933,31.1067,38.74,0.95,bicubic -regnetz_d32.ra3_in1k,320,36.8133,63.1867,70.0667,29.9333,27.58,0.95,bicubic -convnext_small.fb_in1k,288,36.7867,63.2133,70.9467,29.0533,50.22,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,224,36.7733,63.2267,66.3467,33.6533,93.59,0.95,bicubic -pvt_v2_b4.in1k,224,36.7467,63.2533,68.68,31.32,62.56,0.9,bicubic -convnext_base.fb_in1k,224,36.6933,63.3067,69.9467,30.0533,88.59,0.875,bicubic -pit_b_distilled_224.in1k,224,36.6533,63.3467,67.8133,32.1867,74.79,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,36.64,63.36,69.9733,30.0267,28.59,0.875,bicubic -regnety_064.ra3_in1k,288,36.64,63.36,67.5733,32.4267,30.58,1.0,bicubic -efficientnetv2_rw_s.ra2_in1k,384,36.5733,63.4267,68.1467,31.8533,23.94,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,36.56,63.44,68.04,31.96,60.4,0.95,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,36.52,63.48,69.1467,30.8533,88.3,1.0,bicubic -regnety_160.deit_in1k,288,36.48,63.52,68.8133,31.1867,83.59,1.0,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,36.4533,63.5467,67.96,32.04,35.01,0.9,bicubic -fastvit_sa36.apple_dist_in1k,256,36.4133,63.5867,69.5733,30.4267,31.53,0.9,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,36.3733,63.6267,69.0667,30.9333,37.76,0.95,bicubic -resnext101_64x4d.c1_in1k,288,36.3467,63.6533,65.96,34.04,83.46,1.0,bicubic -hgnet_small.ssld_in1k,288,36.32,63.68,70.7867,29.2133,24.36,1.0,bicubic -pvt_v2_b5.in1k,224,36.28,63.72,68.4,31.6,81.96,0.9,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,36.2667,63.7333,69.8667,30.1333,34.81,0.95,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,36.24,63.76,68.24,31.76,94.45,0.95,bicubic -cait_xxs36_384.fb_dist_in1k,384,36.0933,63.9067,67.4133,32.5867,17.37,1.0,bicubic -nest_base_jx.goog_in1k,224,35.9733,64.0267,66.4933,33.5067,67.72,0.875,bicubic -efficientvit_l1.r224_in1k,224,35.9467,64.0533,68.0,32.0,52.65,1.0,bicubic -regnety_640.seer_ft_in1k,384,35.7867,64.2133,68.0,32.0,281.38,1.0,bicubic -swin_base_patch4_window7_224.ms_in1k,224,35.7733,64.2267,68.24,31.76,87.77,0.9,bicubic -maxvit_tiny_rw_224.sw_in1k,224,35.7333,64.2667,65.6933,34.3067,29.06,0.95,bicubic -repvgg_d2se.rvgg_in1k,320,35.72,64.28,66.68,33.32,133.33,1.0,bilinear -coatnet_1_rw_224.sw_in1k,224,35.7067,64.2933,66.9867,33.0133,41.72,0.95,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,35.6667,64.3333,67.76,32.24,12.23,0.904,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,35.6667,64.3333,69.5333,30.4667,37.76,0.95,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,35.64,64.36,67.0667,32.9333,60.4,0.95,bicubic -edgenext_base.in21k_ft_in1k,256,35.6267,64.3733,69.4667,30.5333,18.51,0.95,bicubic -cs3se_edgenet_x.c2ns_in1k,320,35.5467,64.4533,67.64,32.36,50.72,1.0,bicubic -resnetrs200.tf_in1k,256,35.4533,64.5467,64.8267,35.1733,93.21,1.0,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,35.36,64.64,70.0,30.0,19.8,1.0,bicubic -tf_efficientnetv2_m.in1k,384,35.2533,64.7467,65.4667,34.5333,54.14,1.0,bicubic -resnetrs420.tf_in1k,320,35.1867,64.8133,63.4533,36.5467,191.89,1.0,bicubic -regnety_080.ra3_in1k,288,35.1467,64.8533,66.7467,33.2533,39.18,1.0,bicubic -sequencer2d_l.in1k,224,35.08,64.92,67.1067,32.8933,54.3,0.875,bicubic -tf_efficientnet_b6.aa_in1k,528,34.9733,65.0267,67.36,32.64,43.04,0.942,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.9467,65.0533,69.2133,30.7867,11.07,1.0,bicubic -gcvit_tiny.in1k,224,34.9067,65.0933,66.2933,33.7067,28.22,0.875,bicubic -inception_next_base.sail_in1k,224,34.8533,65.1467,66.2267,33.7733,86.67,0.95,bicubic -dm_nfnet_f2.dm_in1k,256,34.6,65.4,63.9333,36.0667,193.78,0.92,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,34.5733,65.4267,67.6533,32.3467,38.88,0.95,bicubic -fastvit_ma36.apple_in1k,256,34.5333,65.4667,67.12,32.88,44.07,0.95,bicubic -resnetrs270.tf_in1k,352,34.5333,65.4667,65.12,34.88,129.86,1.0,bicubic -tf_efficientnet_b5.ap_in1k,456,34.4,65.6,67.1467,32.8533,30.39,0.934,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,34.3467,65.6533,66.32,33.68,6.71,1.0,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,34.3333,65.6667,67.7467,32.2533,32.59,1.0,bicubic -mambaout_small.in1k,224,34.3067,65.6933,65.7733,34.2267,48.49,1.0,bicubic -deit3_medium_patch16_224.fb_in1k,224,34.16,65.84,65.88,34.12,38.85,0.9,bicubic -coat_small.in1k,224,34.1467,65.8533,66.0133,33.9867,21.69,0.9,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,34.12,65.88,64.5467,35.4533,86.54,0.875,bilinear -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,34.0267,65.9733,67.2933,32.7067,38.88,0.95,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,34.0133,65.9867,67.6267,32.3733,84.4,1.0,bicubic -seresnext101d_32x8d.ah_in1k,224,34.0,66.0,64.32,35.68,93.59,0.95,bicubic -resnet152d.ra2_in1k,320,33.84,66.16,65.5067,34.4933,60.21,1.0,bicubic -tresnet_m.miil_in1k_448,448,33.8267,66.1733,64.3067,35.6933,31.39,0.875,bilinear -regnetv_064.ra3_in1k,288,33.7867,66.2133,67.6667,32.3333,30.58,1.0,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,33.7867,66.2133,69.36,30.64,129.14,0.875,bicubic -caformer_s18.sail_in1k,224,33.6667,66.3333,65.1867,34.8133,26.34,1.0,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,33.6533,66.3467,65.28,34.72,41.69,0.95,bicubic -pvt_v2_b3.in1k,224,33.5867,66.4133,67.4267,32.5733,45.24,0.9,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,33.5467,66.4533,65.2667,34.7333,12.12,1.0,bicubic -focalnet_small_srf.ms_in1k,224,33.5467,66.4533,65.8533,34.1467,49.89,0.9,bicubic -rdnet_small.nv_in1k,224,33.4933,66.5067,66.9333,33.0667,50.44,0.9,bicubic -convformer_s18.sail_in22k_ft_in1k,224,33.48,66.52,68.24,31.76,26.77,1.0,bicubic -inception_next_small.sail_in1k,224,33.4267,66.5733,65.8933,34.1067,49.37,0.875,bicubic -regnetz_d8.ra3_in1k,256,33.3867,66.6133,66.56,33.44,23.37,0.94,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,33.32,66.68,65.7067,34.2933,11.0,0.95,bicubic -resnetrs350.tf_in1k,288,33.28,66.72,62.04,37.96,163.96,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,33.24,66.76,67.84,32.16,11.07,1.0,bicubic -convformer_s36.sail_in1k,224,33.2,66.8,63.56,36.44,40.01,1.0,bicubic -twins_pcpvt_large.in1k,224,33.1333,66.8667,67.9333,32.0667,60.99,0.9,bicubic -twins_svt_base.in1k,224,33.08,66.92,65.72,34.28,56.07,0.9,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,33.0667,66.9333,65.2133,34.7867,25.03,0.875,bilinear -resnet152.a1h_in1k,288,33.0533,66.9467,63.16,36.84,60.19,1.0,bicubic -nextvit_large.bd_in1k,224,33.0267,66.9733,67.0,33.0,57.87,0.95,bicubic -hrnet_w48_ssld.paddle_in1k,224,33.0133,66.9867,63.4933,36.5067,77.47,0.95,bilinear -fastvit_sa36.apple_in1k,256,33.0,67.0,65.96,34.04,31.53,0.9,bicubic -mambaout_tiny.in1k,288,33.0,67.0,66.3867,33.6133,26.55,1.0,bicubic -focalnet_small_lrf.ms_in1k,224,32.9467,67.0533,67.16,32.84,50.34,0.9,bicubic -tiny_vit_21m_224.in1k,224,32.88,67.12,66.9333,33.0667,21.2,0.95,bicubic -regnetz_d8_evos.ch_in1k,256,32.8533,67.1467,65.3733,34.6267,23.46,0.95,bicubic -pit_b_224.in1k,224,32.7733,67.2267,62.28,37.72,73.76,0.9,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,32.7467,67.2533,65.72,34.28,49.7,0.9,bicubic -xcit_large_24_p16_224.fb_in1k,224,32.7333,67.2667,61.7733,38.2267,189.1,1.0,bicubic -regnety_320.seer_ft_in1k,384,32.72,67.28,65.9467,34.0533,145.05,1.0,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,32.48,67.52,64.7733,35.2267,18.45,1.0,bicubic -eca_nfnet_l1.ra2_in1k,256,32.44,67.56,65.3333,34.6667,41.41,0.9,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,32.4,67.6,63.6933,36.3067,194.03,0.875,bilinear -ecaresnet101d.miil_in1k,288,32.4,67.6,65.8133,34.1867,44.57,0.95,bicubic -swin_small_patch4_window7_224.ms_in1k,224,32.3733,67.6267,65.24,34.76,49.61,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,32.3333,67.6667,66.2933,33.7067,15.62,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,32.3067,67.6933,65.1733,34.8267,44.57,0.95,bicubic -nest_small_jx.goog_in1k,224,32.3067,67.6933,63.8267,36.1733,38.35,0.875,bicubic -efficientvit_b3.r256_in1k,256,32.2933,67.7067,65.72,34.28,48.65,1.0,bicubic -xception65.ra3_in1k,299,32.2667,67.7333,62.48,37.52,39.92,0.94,bicubic -tnt_b_patch16_224.in1k,224,32.2,67.8,65.24,34.76,65.43,0.9,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,32.1067,67.8933,65.7467,34.2533,14.36,0.9,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,32.08,67.92,64.2,35.8,14.25,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,32.04,67.96,63.5467,36.4533,236.34,0.875,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,31.9733,68.0267,67.12,32.88,28.64,1.0,bicubic -convnext_tiny_hnf.a2h_in1k,288,31.96,68.04,62.48,37.52,28.59,1.0,bicubic -regnetz_040_h.ra3_in1k,256,31.96,68.04,63.12,36.88,28.94,1.0,bicubic -seresnext101_32x8d.ah_in1k,224,31.9067,68.0933,61.2533,38.7467,93.57,0.95,bicubic -efficientvit_b3.r224_in1k,224,31.88,68.12,64.4933,35.5067,48.65,0.95,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,31.88,68.12,67.5467,32.4533,16.52,1.0,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,31.8,68.2,67.12,32.88,9.72,0.95,bicubic -swinv2_tiny_window16_256.ms_in1k,256,31.7867,68.2133,65.5867,34.4133,28.35,0.9,bicubic -convnext_nano.r384_in12k_ft_in1k,384,31.7067,68.2933,67.76,32.24,15.59,1.0,bicubic -resnext101_64x4d.tv_in1k,224,31.64,68.36,63.7467,36.2533,83.46,0.875,bilinear -maxvit_nano_rw_256.sw_in1k,256,31.6133,68.3867,63.6933,36.3067,15.45,0.95,bicubic -resnest101e.in1k,256,31.5867,68.4133,64.0667,35.9333,48.28,0.875,bilinear -vit_base_patch16_224.orig_in21k_ft_in1k,224,31.5867,68.4133,61.1467,38.8533,86.57,0.9,bicubic -regnetz_d32.ra3_in1k,256,31.52,68.48,64.9733,35.0267,27.58,0.95,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,31.48,68.52,66.84,33.16,19.8,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,31.4267,68.5733,65.84,34.16,11.07,0.95,bicubic -convnext_small.fb_in1k,224,31.3733,68.6267,65.9867,34.0133,50.22,0.875,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,31.36,68.64,64.4933,35.5067,16.78,0.95,bicubic -fastvit_sa24.apple_dist_in1k,256,31.3467,68.6533,64.72,35.28,21.55,0.9,bicubic -convnext_nano.in12k_ft_in1k,288,31.2933,68.7067,67.3333,32.6667,15.59,1.0,bicubic -nextvit_base.bd_in1k,224,31.2533,68.7467,65.1733,34.8267,44.82,0.95,bicubic -regnety_320.tv2_in1k,224,31.2133,68.7867,64.52,35.48,145.05,0.965,bicubic -cait_s24_224.fb_dist_in1k,224,31.1867,68.8133,64.2533,35.7467,46.92,1.0,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,31.16,68.84,65.3067,34.6933,32.59,0.95,bicubic -tf_efficientnet_b5.ra_in1k,456,31.12,68.88,64.52,35.48,30.39,0.934,bicubic -regnetz_c16_evos.ch_in1k,320,31.08,68.92,65.9333,34.0667,13.49,0.95,bicubic -regnetv_040.ra3_in1k,288,31.0133,68.9867,64.08,35.92,20.64,1.0,bicubic -crossvit_base_240.in1k,240,31.0133,68.9867,60.96,39.04,105.03,0.875,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,30.9867,69.0133,63.12,36.88,15.5,0.95,bicubic -maxvit_tiny_tf_224.in1k,224,30.92,69.08,63.0267,36.9733,30.92,0.95,bicubic -seresnet152d.ra2_in1k,256,30.9067,69.0933,63.1733,36.8267,66.84,0.95,bicubic -regnetz_040.ra3_in1k,256,30.8933,69.1067,62.6533,37.3467,27.12,1.0,bicubic -swinv2_cr_small_224.sw_in1k,224,30.7733,69.2267,61.8533,38.1467,49.7,0.9,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,30.72,69.28,62.32,37.68,88.22,0.9,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,30.6,69.4,64.5333,35.4667,47.67,1.0,bicubic -efficientnet_b4.ra2_in1k,384,30.5867,69.4133,64.3467,35.6533,19.34,1.0,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,30.56,69.44,62.2533,37.7467,27.91,0.9,bicubic -crossvit_18_240.in1k,240,30.4133,69.5867,61.5333,38.4667,43.27,0.875,bicubic -sequencer2d_m.in1k,224,30.36,69.64,62.9333,37.0667,38.31,0.875,bicubic -repvit_m2_3.dist_450e_in1k,224,30.32,69.68,63.6267,36.3733,23.69,0.95,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,30.2267,69.7733,63.7733,36.2267,23.7,0.95,bicubic -crossvit_18_dagger_240.in1k,240,30.2,69.8,61.6133,38.3867,44.27,0.875,bicubic -regnety_040.ra3_in1k,288,30.1733,69.8267,63.3867,36.6133,20.65,1.0,bicubic -hgnet_small.ssld_in1k,224,30.1333,69.8667,64.4667,35.5333,24.36,0.965,bicubic -mambaout_small_rw.sw_e450_in1k,224,30.1067,69.8933,62.4933,37.5067,48.5,1.0,bicubic -rexnet_300.nav_in1k,224,30.0533,69.9467,64.1867,35.8133,34.71,0.875,bicubic -xcit_medium_24_p16_224.fb_in1k,224,30.0267,69.9733,59.1867,40.8133,84.4,1.0,bicubic -dm_nfnet_f1.dm_in1k,224,30.0,70.0,57.9467,42.0533,132.63,0.91,bicubic -mvitv2_tiny.fb_in1k,224,29.8667,70.1333,63.7467,36.2533,24.17,0.9,bicubic -twins_pcpvt_base.in1k,224,29.84,70.16,64.5867,35.4133,43.83,0.9,bicubic -convnext_tiny.fb_in1k,288,29.7867,70.2133,64.92,35.08,28.59,1.0,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,29.76,70.24,63.84,36.16,25.56,0.875,bilinear -convnextv2_nano.fcmae_ft_in22k_in1k,288,29.7333,70.2667,65.6533,34.3467,15.62,1.0,bicubic -tf_efficientnet_b5.aa_in1k,456,29.7067,70.2933,62.7333,37.2667,30.39,0.934,bicubic -cait_xxs24_384.fb_dist_in1k,384,29.6533,70.3467,63.6133,36.3867,12.03,1.0,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,29.64,70.36,65.92,34.08,16.29,1.0,bicubic -resnet200d.ra2_in1k,256,29.64,70.36,61.3867,38.6133,64.69,0.95,bicubic -cs3sedarknet_x.c2ns_in1k,288,29.6267,70.3733,61.5867,38.4133,35.4,1.0,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,29.5467,70.4533,66.4933,33.5067,28.29,0.9,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,29.5467,70.4533,61.56,38.44,10.59,1.0,bicubic -resnet152.a1_in1k,288,29.4933,70.5067,57.0267,42.9733,60.19,1.0,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,29.48,70.52,64.0933,35.9067,87.34,0.9,bicubic -fasternet_l.in1k,224,29.48,70.52,62.1867,37.8133,93.47,1.0,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,29.4667,70.5333,63.8933,36.1067,28.64,0.875,bicubic -convit_base.fb_in1k,224,29.3867,70.6133,61.4933,38.5067,86.54,0.875,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,29.36,70.64,62.16,37.84,86.43,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,29.3067,70.6933,56.56,43.44,28.59,1.0,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,29.1467,70.8533,63.68,36.32,32.59,0.95,bicubic -cs3se_edgenet_x.c2ns_in1k,256,29.08,70.92,60.9333,39.0667,50.72,0.95,bicubic -tf_efficientnetv2_s.in1k,384,29.0133,70.9867,61.16,38.84,21.46,1.0,bicubic -fastvit_sa24.apple_in1k,256,29.0,71.0,62.32,37.68,21.55,0.9,bicubic -regnety_160.deit_in1k,224,28.9867,71.0133,61.48,38.52,83.59,0.95,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,28.96,71.04,60.7867,39.2133,88.79,0.875,bilinear -davit_tiny.msft_in1k,224,28.8933,71.1067,63.6267,36.3733,28.36,0.95,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,28.8267,71.1733,63.5067,36.4933,19.8,0.965,bicubic -resnet101d.ra2_in1k,320,28.8133,71.1867,61.92,38.08,44.57,1.0,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,28.8,71.2,62.4,37.6,22.52,0.95,bicubic -edgenext_base.usi_in1k,320,28.7867,71.2133,64.72,35.28,18.51,1.0,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,28.7333,71.2667,60.04,39.96,38.76,0.9,bicubic -resnetrs152.tf_in1k,320,28.72,71.28,59.9733,40.0267,86.62,1.0,bicubic -regnety_160.tv2_in1k,224,28.6933,71.3067,61.28,38.72,83.59,0.965,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,28.6533,71.3467,60.16,39.84,12.11,1.0,bicubic -resnetv2_101.a1h_in1k,288,28.5467,71.4533,59.6133,40.3867,44.54,1.0,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,28.52,71.48,61.4,38.6,12.11,1.0,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,28.48,71.52,61.52,38.48,38.75,0.9,bicubic -crossvit_15_dagger_240.in1k,240,28.4533,71.5467,60.0933,39.9067,28.21,0.875,bicubic -efficientvit_b2.r288_in1k,288,28.4,71.6,63.9067,36.0933,24.33,1.0,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,28.4,71.6,65.0133,34.9867,16.29,1.0,bicubic -cs3edgenet_x.c2_in1k,288,28.36,71.64,61.04,38.96,47.82,1.0,bicubic -xcit_small_24_p16_224.fb_in1k,224,28.32,71.68,59.0,41.0,47.67,1.0,bicubic -xception65p.ra3_in1k,299,28.3067,71.6933,59.48,40.52,39.82,0.94,bicubic -pvt_v2_b2_li.in1k,224,28.2533,71.7467,61.52,38.48,22.55,0.9,bicubic -efficientnet_b4.ra2_in1k,320,28.24,71.76,61.92,38.08,19.34,0.875,bicubic -regnety_080.ra3_in1k,224,28.2267,71.7733,59.6933,40.3067,39.18,0.95,bicubic -regnety_064.ra3_in1k,224,28.2133,71.7867,59.5067,40.4933,30.58,0.95,bicubic -repvit_m2_3.dist_300e_in1k,224,28.2,71.8,61.3867,38.6133,23.69,0.95,bicubic -resnet101.a1h_in1k,288,28.12,71.88,59.64,40.36,44.55,1.0,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,320,28.08,71.92,59.8933,40.1067,38.61,1.0,bicubic -cs3sedarknet_x.c2ns_in1k,256,28.04,71.96,60.3333,39.6667,35.4,0.887,bicubic -efficientnetv2_rw_s.ra2_in1k,288,27.9733,72.0267,60.3467,39.6533,23.94,1.0,bicubic -efficientformerv2_l.snap_dist_in1k,224,27.7333,72.2667,61.3467,38.6533,26.32,0.95,bicubic -rdnet_tiny.nv_in1k,224,27.7333,72.2667,62.0267,37.9733,23.86,0.9,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,27.7333,72.2667,62.6933,37.3067,11.07,0.95,bicubic -coat_lite_small.in1k,224,27.6667,72.3333,58.5467,41.4533,19.84,0.9,bicubic -efficientformer_l7.snap_dist_in1k,224,27.6533,72.3467,62.64,37.36,82.23,0.95,bicubic -flexivit_small.1200ep_in1k,240,27.56,72.44,58.28,41.72,22.06,0.95,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,27.52,72.48,62.0667,37.9333,25.58,1.0,bicubic -regnetv_064.ra3_in1k,224,27.3467,72.6533,61.12,38.88,30.58,0.95,bicubic -pvt_v2_b2.in1k,224,27.3067,72.6933,60.5867,39.4133,25.36,0.9,bicubic -vit_base_patch16_384.augreg_in1k,384,27.2933,72.7067,56.5067,43.4933,86.86,1.0,bicubic -resnext101_32x8d.tv2_in1k,224,27.24,72.76,59.3467,40.6533,88.79,0.965,bilinear -deit_base_patch16_224.fb_in1k,224,27.1733,72.8267,58.64,41.36,86.57,0.9,bicubic -regnetz_c16.ra3_in1k,320,27.16,72.84,62.3733,37.6267,13.46,1.0,bicubic -regnety_080_tv.tv2_in1k,224,27.1467,72.8533,61.36,38.64,39.38,0.965,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,27.1467,72.8533,62.2933,37.7067,15.62,0.875,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,27.12,72.88,62.6133,37.3867,25.55,1.0,bilinear -coatnet_bn_0_rw_224.sw_in1k,224,27.0533,72.9467,60.84,39.16,27.44,0.95,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,27.0,73.0,59.8133,40.1867,26.25,1.0,bicubic -coatnet_0_rw_224.sw_in1k,224,26.9733,73.0267,59.1067,40.8933,27.44,0.95,bicubic -flexivit_small.600ep_in1k,240,26.84,73.16,56.96,43.04,22.06,0.95,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,26.7867,73.2133,60.4667,39.5333,86.43,0.9,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,26.7867,73.2133,58.88,41.12,22.05,0.9,bicubic -dm_nfnet_f0.dm_in1k,256,26.7733,73.2267,58.0667,41.9333,71.49,0.9,bicubic -gcvit_xtiny.in1k,224,26.7067,73.2933,60.6,39.4,19.98,0.875,bicubic -swin_s3_tiny_224.ms_in1k,224,26.68,73.32,60.2933,39.7067,28.33,0.9,bicubic -nextvit_small.bd_in1k,224,26.64,73.36,61.2267,38.7733,31.76,0.95,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,26.5867,73.4133,61.08,38.92,32.59,1.0,bicubic -sequencer2d_s.in1k,224,26.3733,73.6267,60.2533,39.7467,27.65,0.875,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,26.32,73.68,59.5067,40.4933,46.17,0.875,bilinear -cs3edgenet_x.c2_in1k,256,26.2667,73.7333,59.0667,40.9333,47.82,0.887,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,26.2267,73.7733,58.7067,41.2933,18.45,0.888,bicubic -hgnet_small.paddle_in1k,288,26.1867,73.8133,60.04,39.96,24.36,1.0,bicubic -swinv2_tiny_window8_256.ms_in1k,256,26.1733,73.8267,60.48,39.52,28.35,0.9,bicubic -regnetx_320.tv2_in1k,224,26.16,73.84,57.7333,42.2667,107.81,0.965,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,26.1333,73.8667,60.3867,39.6133,15.15,0.9,bicubic -nfnet_l0.ra2_in1k,288,26.08,73.92,61.5467,38.4533,35.07,1.0,bicubic -resnext101_64x4d.c1_in1k,224,26.0667,73.9333,56.2267,43.7733,83.46,0.95,bicubic -regnety_032.ra_in1k,288,26.0533,73.9467,60.8533,39.1467,19.44,1.0,bicubic -deit3_small_patch16_224.fb_in1k,224,26.0133,73.9867,54.32,45.68,22.06,0.9,bicubic -resnet152d.ra2_in1k,256,26.0,74.0,58.04,41.96,60.21,0.95,bicubic -tf_efficientnet_b4.aa_in1k,380,25.92,74.08,59.9733,40.0267,19.34,0.922,bicubic -fbnetv3_g.ra2_in1k,288,25.92,74.08,60.9067,39.0933,16.62,0.95,bilinear -coatnext_nano_rw_224.sw_in1k,224,25.8933,74.1067,59.1467,40.8533,14.7,0.9,bicubic -tf_efficientnet_b4.ap_in1k,380,25.8133,74.1867,59.5733,40.4267,19.34,0.922,bicubic -flexivit_small.300ep_in1k,240,25.7733,74.2267,56.8133,43.1867,22.06,0.95,bicubic -ecaresnet101d.miil_in1k,224,25.76,74.24,58.68,41.32,44.57,0.875,bicubic -coat_mini.in1k,224,25.72,74.28,57.68,42.32,10.34,0.9,bicubic -inception_next_tiny.sail_in1k,224,25.6933,74.3067,59.48,40.52,28.06,0.875,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,25.68,74.32,58.0,42.0,14.25,0.888,bicubic -ecaresnet50t.ra2_in1k,320,25.6667,74.3333,59.76,40.24,25.57,0.95,bicubic -fasternet_m.in1k,224,25.6667,74.3333,58.84,41.16,53.52,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,25.6667,74.3333,60.0667,39.9333,11.07,1.0,bicubic -visformer_small.in1k,224,25.64,74.36,58.5733,41.4267,40.22,0.9,bicubic -mambaout_tiny.in1k,224,25.6133,74.3867,58.8,41.2,26.55,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,25.5067,74.4933,60.3733,39.6267,16.52,0.95,bicubic -vit_small_patch16_384.augreg_in1k,384,25.4133,74.5867,57.1467,42.8533,22.2,1.0,bicubic -crossvit_15_240.in1k,240,25.4,74.6,57.32,42.68,27.53,0.875,bicubic -convformer_s18.sail_in1k,224,25.3867,74.6133,57.6,42.4,26.77,1.0,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,25.2667,74.7333,58.2667,41.7333,38.73,0.9,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,25.2267,74.7733,52.4533,47.5467,21.99,0.9,bicubic -halo2botnet50ts_256.a1h_in1k,256,25.1333,74.8667,56.3067,43.6933,22.64,0.95,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,25.1333,74.8667,59.3867,40.6133,25.55,0.875,bicubic -resnetrs270.tf_in1k,256,25.04,74.96,54.3067,45.6933,129.86,1.0,bicubic -edgenext_base.usi_in1k,256,25.0267,74.9733,60.68,39.32,18.51,0.95,bicubic -xcit_small_12_p16_224.fb_in1k,224,25.0267,74.9733,55.7067,44.2933,26.25,1.0,bicubic -vit_small_patch16_rope_224.naver_in1k,224,25.0,75.0,52.76,47.24,21.98,0.9,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,24.9867,75.0133,58.1467,41.8533,38.74,0.9,bicubic -resnet101.a1_in1k,288,24.9467,75.0533,54.9733,45.0267,44.55,1.0,bicubic -hgnet_tiny.ssld_in1k,288,24.92,75.08,61.4267,38.5733,14.74,1.0,bicubic -convit_small.fb_in1k,224,24.8133,75.1867,56.88,43.12,27.78,0.875,bicubic -resnet152.a2_in1k,288,24.8,75.2,53.8933,46.1067,60.19,1.0,bicubic -regnetz_c16_evos.ch_in1k,256,24.7333,75.2667,59.6533,40.3467,13.49,0.95,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,24.72,75.28,57.9867,42.0133,86.54,0.9,bicubic -tnt_s_patch16_224.in1k,224,24.6267,75.3733,57.6,42.4,23.77,0.9,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,24.5867,75.4133,57.5067,42.4933,13.68,1.0,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,24.5733,75.4267,51.7867,48.2133,22.06,0.9,bicubic -tnt_s_legacy_patch16_224.in1k,224,24.5733,75.4267,57.9333,42.0667,23.76,0.9,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,24.5467,75.4533,60.3867,39.6133,19.8,0.965,bicubic -efficientvit_b2.r256_in1k,256,24.5333,75.4667,59.12,40.88,24.33,1.0,bicubic -eca_nfnet_l0.ra2_in1k,288,24.5067,75.4933,59.6,40.4,24.14,1.0,bicubic -regnetv_040.ra3_in1k,224,24.3733,75.6267,57.5867,42.4133,20.64,0.95,bicubic -swiftformer_l3.dist_in1k,224,24.28,75.72,57.6,42.4,28.49,0.95,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,24.28,75.72,58.3467,41.6533,28.33,0.9,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,24.24,75.76,55.84,44.16,14.36,0.9,bicubic -xception41p.ra3_in1k,299,24.24,75.76,54.56,45.44,26.91,0.94,bicubic -efficientnetv2_rw_t.ra2_in1k,288,24.2267,75.7733,57.16,42.84,13.65,1.0,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,24.2133,75.7867,57.5467,42.4533,9.11,0.89,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,24.12,75.88,56.92,43.08,6.72,1.0,bicubic -convnext_tiny.fb_in1k,224,24.1067,75.8933,59.1067,40.8933,28.59,0.875,bicubic -convnext_nano.in12k_ft_in1k,224,24.0667,75.9333,60.3733,39.6267,15.59,0.95,bicubic -twins_svt_small.in1k,224,24.0133,75.9867,57.32,42.68,24.06,0.9,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,23.9867,76.0133,55.5067,44.4933,5.76,1.0,bicubic -cs3darknet_x.c2ns_in1k,288,23.9867,76.0133,57.5733,42.4267,35.05,1.0,bicubic -convnext_nano_ols.d1h_in1k,288,23.9733,76.0267,56.4933,43.5067,15.65,1.0,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,23.9333,76.0667,55.9467,44.0533,36.43,0.9,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,23.9067,76.0933,57.7333,42.2667,21.98,0.9,bicubic -ecaresnet50d.miil_in1k,288,23.8,76.2,58.5467,41.4533,25.58,0.95,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,23.8,76.2,57.2267,42.7733,44.18,0.875,bilinear -cs3sedarknet_l.c2ns_in1k,288,23.7467,76.2533,58.28,41.72,21.91,0.95,bicubic -coatnet_nano_rw_224.sw_in1k,224,23.72,76.28,56.6933,43.3067,15.14,0.9,bicubic -poolformer_m48.sail_in1k,224,23.68,76.32,56.8533,43.1467,73.47,0.95,bicubic -convnext_nano.d1h_in1k,288,23.6533,76.3467,55.7067,44.2933,15.59,1.0,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,23.5467,76.4533,56.84,43.16,22.92,1.0,bicubic -resnet152.a1h_in1k,224,23.5333,76.4667,53.0933,46.9067,60.19,0.95,bicubic -tiny_vit_11m_224.in1k,224,23.5067,76.4933,58.64,41.36,11.0,0.95,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,23.5067,76.4933,55.1867,44.8133,10.59,0.888,bicubic -crossvit_small_240.in1k,240,23.44,76.56,56.4,43.6,26.86,0.875,bicubic -tf_efficientnet_b5.in1k,456,23.44,76.56,57.48,42.52,30.39,0.934,bicubic -nest_tiny_jx.goog_in1k,224,23.2933,76.7067,56.12,43.88,17.06,0.875,bicubic -seresnext50_32x4d.racm_in1k,288,23.2667,76.7333,57.36,42.64,27.56,0.95,bicubic -hrnet_w18_ssld.paddle_in1k,288,23.24,76.76,55.0667,44.9333,21.3,1.0,bilinear -focalnet_tiny_srf.ms_in1k,224,23.2267,76.7733,58.16,41.84,28.43,0.9,bicubic -efficientnet_b3.ra2_in1k,320,23.2133,76.7867,55.92,44.08,12.23,1.0,bicubic -regnety_040.ra3_in1k,224,23.1867,76.8133,55.3333,44.6667,20.65,0.95,bicubic -convnext_tiny_hnf.a2h_in1k,224,23.1867,76.8133,54.96,45.04,28.59,0.95,bicubic -levit_conv_384.fb_dist_in1k,224,23.1733,76.8267,55.7467,44.2533,39.13,0.9,bicubic -levit_384.fb_dist_in1k,224,23.1733,76.8267,55.7467,44.2533,39.13,0.9,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,23.1467,76.8533,54.8533,45.1467,22.57,0.95,bicubic -regnetz_c16.ra3_in1k,256,23.1067,76.8933,57.7333,42.2667,13.46,0.94,bicubic -nasnetalarge.tf_in1k,331,23.0933,76.9067,54.52,45.48,88.75,0.911,bicubic -pnasnet5large.tf_in1k,331,23.0933,76.9067,53.2933,46.7067,86.06,0.911,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,23.0667,76.9333,55.3467,44.6533,88.22,0.9,bicubic -efficientformer_l3.snap_dist_in1k,224,23.04,76.96,56.7867,43.2133,31.41,0.95,bicubic -wide_resnet50_2.racm_in1k,288,23.0133,76.9867,55.5467,44.4533,68.88,0.95,bicubic -pit_s_distilled_224.in1k,224,22.9867,77.0133,56.88,43.12,24.04,0.9,bicubic -focalnet_tiny_lrf.ms_in1k,224,22.92,77.08,58.1333,41.8667,28.65,0.9,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,22.8533,77.1467,50.6133,49.3867,22.06,0.9,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,22.8267,77.1733,58.76,41.24,16.29,0.965,bicubic -convnextv2_nano.fcmae_ft_in1k,288,22.8133,77.1867,58.7467,41.2533,15.62,1.0,bicubic -regnetx_160.tv2_in1k,224,22.8,77.2,56.2133,43.7867,54.28,0.965,bicubic -resnet61q.ra2_in1k,288,22.7733,77.2267,55.48,44.52,36.85,1.0,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,22.76,77.24,55.9067,44.0933,5.39,0.95,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,22.7467,77.2533,55.84,44.16,88.22,0.9,bicubic -halonet50ts.a1h_in1k,256,22.7467,77.2533,54.36,45.64,22.73,0.94,bicubic -resnetv2_50d_evos.ah_in1k,288,22.7467,77.2533,54.9467,45.0533,25.59,1.0,bicubic -twins_pcpvt_small.in1k,224,22.68,77.32,56.6,43.4,24.11,0.9,bicubic -tf_efficientnet_b4.in1k,380,22.68,77.32,56.2667,43.7333,19.34,0.922,bicubic -efficientnet_b3.ra2_in1k,288,22.6667,77.3333,55.08,44.92,12.23,0.875,bicubic -resmlp_big_24_224.fb_in1k,224,22.6267,77.3733,54.0133,45.9867,129.14,0.875,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,22.5467,77.4533,59.24,40.76,11.22,1.0,bicubic -poolformerv2_m48.sail_in1k,224,22.52,77.48,55.5333,44.4667,73.35,1.0,bicubic -repvit_m1_5.dist_450e_in1k,224,22.3867,77.6133,55.5467,44.4533,14.64,0.95,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,22.36,77.64,55.2933,44.7067,21.97,0.9,bicubic -ecaresnet101d_pruned.miil_in1k,288,22.3333,77.6667,56.4533,43.5467,24.88,0.95,bicubic -poolformer_m36.sail_in1k,224,22.2667,77.7333,55.1467,44.8533,56.17,0.95,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,22.2533,77.7467,57.8933,42.1067,16.29,0.965,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,22.2267,77.7733,53.7333,46.2667,88.22,0.9,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,22.0667,77.9333,53.88,46.12,6.71,1.0,bicubic -resnetv2_50d_gn.ah_in1k,288,22.04,77.96,54.88,45.12,25.57,1.0,bicubic -wide_resnet101_2.tv2_in1k,224,22.0133,77.9867,54.6267,45.3733,126.89,0.965,bilinear -ecaresnet50t.a1_in1k,288,21.84,78.16,53.56,46.44,25.57,1.0,bicubic -resnext50_32x4d.a1h_in1k,288,21.8133,78.1867,54.2,45.8,25.03,1.0,bicubic -tf_efficientnetv2_s.in1k,300,21.7733,78.2267,53.2933,46.7067,21.46,1.0,bicubic -resnet101d.ra2_in1k,256,21.6933,78.3067,54.36,45.64,44.57,0.95,bicubic -res2net101d.in1k,224,21.6133,78.3867,51.1467,48.8533,45.23,0.875,bilinear -resnetrs152.tf_in1k,256,21.5867,78.4133,51.36,48.64,86.62,1.0,bicubic -efficientvit_b2.r224_in1k,224,21.5733,78.4267,55.2533,44.7467,24.33,0.95,bicubic -convnextv2_nano.fcmae_ft_in1k,224,21.5467,78.4533,55.4267,44.5733,15.62,0.875,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,21.5467,78.4533,53.6267,46.3733,38.61,0.95,bicubic -efficientformerv2_s2.snap_dist_in1k,224,21.5333,78.4667,53.88,46.12,12.71,0.95,bicubic -cs3sedarknet_l.c2ns_in1k,256,21.4667,78.5333,55.64,44.36,21.91,0.887,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,21.4133,78.5867,54.5067,45.4933,13.42,0.95,bicubic -tresnet_m.miil_in21k_ft_in1k,224,21.3867,78.6133,53.52,46.48,31.39,0.875,bilinear -fastvit_sa12.apple_dist_in1k,256,21.3067,78.6933,54.6,45.4,11.58,0.9,bicubic -ecaresnet50t.ra2_in1k,256,21.24,78.76,53.0,47.0,25.57,0.875,bicubic -mambaout_kobe.in1k,288,21.2267,78.7733,55.0,45.0,9.14,1.0,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,21.16,78.84,51.7867,48.2133,7.52,0.95,bicubic -resnet50_gn.a1h_in1k,288,21.16,78.84,54.2,45.8,25.56,0.95,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,21.12,78.88,55.64,44.36,28.29,0.9,bicubic -repvit_m1_5.dist_300e_in1k,224,21.1067,78.8933,54.3067,45.6933,14.64,0.95,bicubic -pit_s_224.in1k,224,21.08,78.92,53.5467,46.4533,23.46,0.9,bicubic -convmixer_1536_20.in1k,224,20.9733,79.0267,55.3067,44.6933,51.63,0.96,bicubic -cs3darknet_x.c2ns_in1k,256,20.9067,79.0933,53.4533,46.5467,35.05,0.95,bicubic -resnet101.a2_in1k,288,20.88,79.12,51.8533,48.1467,44.55,1.0,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,20.8267,79.1733,51.9867,48.0133,6.71,1.0,bicubic -nfnet_l0.ra2_in1k,224,20.76,79.24,55.5067,44.4933,35.07,0.9,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,20.7333,79.2667,54.8533,45.1467,22.44,0.9,bicubic -poolformerv2_m36.sail_in1k,224,20.6667,79.3333,52.9867,47.0133,56.08,1.0,bicubic -resnet61q.ra2_in1k,256,20.6533,79.3467,52.9467,47.0533,36.85,0.9,bicubic -resnet51q.ra2_in1k,288,20.6,79.4,55.1733,44.8267,35.7,1.0,bilinear -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,20.56,79.44,53.1733,46.8267,15.25,0.95,bicubic -regnety_032.tv2_in1k,224,20.5467,79.4533,54.3467,45.6533,19.44,0.965,bicubic -resnet152.a1_in1k,224,20.4933,79.5067,48.8533,51.1467,60.19,0.95,bicubic -ecaresnetlight.miil_in1k,288,20.4667,79.5333,53.3867,46.6133,30.16,0.95,bicubic -resnet152.tv2_in1k,224,20.4533,79.5467,52.4267,47.5733,60.19,0.965,bilinear -sebotnet33ts_256.a1h_in1k,256,20.3333,79.6667,48.6533,51.3467,13.7,0.94,bicubic -resnetrs101.tf_in1k,288,20.32,79.68,52.6,47.4,63.62,0.94,bicubic -regnety_032.ra_in1k,224,20.1733,79.8267,52.9333,47.0667,19.44,0.95,bicubic -resnest50d_4s2x40d.in1k,224,20.0933,79.9067,52.9067,47.0933,30.42,0.875,bicubic -hgnet_small.paddle_in1k,224,20.04,79.96,52.6267,47.3733,24.36,0.965,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,20.0267,79.9733,54.72,45.28,25.58,0.95,bicubic -resnetaa50.a1h_in1k,288,20.0133,79.9867,51.7333,48.2667,25.56,1.0,bicubic -hgnet_tiny.ssld_in1k,224,19.9867,80.0133,54.7733,45.2267,14.74,0.965,bicubic -fbnetv3_g.ra2_in1k,240,19.9467,80.0533,53.72,46.28,16.62,0.95,bilinear -mobilenetv4_conv_large.e500_r256_in1k,256,19.92,80.08,53.4933,46.5067,32.59,0.95,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,19.76,80.24,50.56,49.44,3.05,1.0,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,19.6933,80.3067,53.2533,46.7467,25.03,0.875,bilinear -hgnetv2_b2.ssld_stage1_in22k_in1k,288,19.6933,80.3067,55.36,44.64,11.22,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,19.68,80.32,53.12,46.88,11.07,0.95,bicubic -resnext50_32x4d.a1_in1k,288,19.68,80.32,50.1467,49.8533,25.03,1.0,bicubic -haloregnetz_b.ra3_in1k,224,19.5867,80.4133,49.6133,50.3867,11.68,0.94,bicubic -regnetz_b16.ra3_in1k,288,19.5867,80.4133,52.4267,47.5733,9.72,1.0,bicubic -resnet51q.ra2_in1k,256,19.56,80.44,53.5333,46.4667,35.7,0.875,bilinear -mobilenetv4_conv_medium.e500_r256_in1k,320,19.4533,80.5467,53.0667,46.9333,9.72,1.0,bicubic -resnext101_32x8d.tv2_in1k,176,19.44,80.56,51.8933,48.1067,88.79,0.875,bilinear -tresnet_xl.miil_in1k,224,19.3467,80.6533,52.8267,47.1733,78.44,0.875,bilinear -resnetv2_101.a1h_in1k,224,19.32,80.68,48.8533,51.1467,44.54,0.95,bicubic -resnet101.a1h_in1k,224,19.28,80.72,49.7867,50.2133,44.55,0.95,bicubic -senet154.gluon_in1k,224,19.1333,80.8667,47.28,52.72,115.09,0.875,bicubic -resnet50d.a1_in1k,288,19.04,80.96,48.7067,51.2933,25.58,1.0,bicubic -lambda_resnet50ts.a1h_in1k,256,19.04,80.96,48.8933,51.1067,21.54,0.95,bicubic -rexnet_200.nav_in1k,224,19.04,80.96,52.5733,47.4267,16.37,0.875,bicubic -seresnext101_64x4d.gluon_in1k,224,19.0133,80.9867,48.92,51.08,88.23,0.875,bicubic -levit_conv_256.fb_dist_in1k,224,19.0,81.0,49.7067,50.2933,18.89,0.9,bicubic -levit_256.fb_dist_in1k,224,19.0,81.0,49.7067,50.2933,18.89,0.9,bicubic -legacy_senet154.in1k,224,18.9333,81.0667,47.6267,52.3733,115.09,0.875,bilinear -tf_efficientnet_b1.ns_jft_in1k,240,18.9067,81.0933,51.68,48.32,7.79,0.882,bicubic -repvgg_b3.rvgg_in1k,224,18.8667,81.1333,49.8267,50.1733,123.09,0.875,bilinear -gcvit_xxtiny.in1k,224,18.8267,81.1733,53.1067,46.8933,12.0,0.875,bicubic -eca_nfnet_l0.ra2_in1k,224,18.7467,81.2533,53.3333,46.6667,24.14,0.9,bicubic -deit_small_patch16_224.fb_in1k,224,18.72,81.28,51.0933,48.9067,22.05,0.9,bicubic -mobilevitv2_200.cvnets_in1k,256,18.6133,81.3867,50.0,50.0,18.45,0.888,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,18.5467,81.4533,51.2133,48.7867,59.88,0.875,bilinear -edgenext_small.usi_in1k,320,18.52,81.48,53.5733,46.4267,5.59,1.0,bicubic -ecaresnet50t.a2_in1k,288,18.4267,81.5733,48.76,51.24,25.57,1.0,bicubic -regnetx_080.tv2_in1k,224,18.4133,81.5867,50.1333,49.8667,39.57,0.965,bicubic -repvit_m3.dist_in1k,224,18.2933,81.7067,51.68,48.32,10.68,0.95,bicubic -poolformer_s36.sail_in1k,224,18.2933,81.7067,52.0267,47.9733,30.86,0.9,bicubic -seresnet50.ra2_in1k,288,18.28,81.72,51.0267,48.9733,28.09,0.95,bicubic -seresnext50_32x4d.racm_in1k,224,18.24,81.76,50.8933,49.1067,27.56,0.875,bicubic -wide_resnet50_2.tv2_in1k,224,18.1333,81.8667,52.2667,47.7333,68.88,0.965,bilinear -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,18.1333,81.8667,54.4267,45.5733,14.62,1.0,bilinear -ese_vovnet39b.ra_in1k,288,18.1067,81.8933,49.6133,50.3867,24.57,0.95,bicubic -cait_xxs36_224.fb_dist_in1k,224,18.08,81.92,49.2667,50.7333,17.3,1.0,bicubic -sehalonet33ts.ra2_in1k,256,18.04,81.96,47.6133,52.3867,13.69,0.94,bicubic -ecaresnet50d.miil_in1k,224,18.0,82.0,51.5067,48.4933,25.58,0.875,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,18.0,82.0,51.6133,48.3867,11.07,1.0,bicubic -tf_efficientnet_lite4.in1k,380,17.96,82.04,50.2933,49.7067,13.01,0.92,bilinear -gcresnet50t.ra2_in1k,288,17.9467,82.0533,49.3733,50.6267,25.9,1.0,bicubic -cs3darknet_l.c2ns_in1k,288,17.88,82.12,51.4533,48.5467,21.16,0.95,bicubic -resnet101.a1_in1k,224,17.8533,82.1467,45.5733,54.4267,44.55,0.95,bicubic -resnest50d_1s4x24d.in1k,224,17.64,82.36,49.6267,50.3733,25.68,0.875,bicubic -mobilevitv2_175.cvnets_in1k,256,17.5867,82.4133,49.28,50.72,14.25,0.888,bicubic -resnetv2_50.a1h_in1k,288,17.5467,82.4533,49.8533,50.1467,25.55,1.0,bicubic -resnet50d.ra2_in1k,288,17.5467,82.4533,49.9067,50.0933,25.58,0.95,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,17.5467,82.4533,49.7467,50.2533,5.79,1.0,bicubic -tiny_vit_5m_224.in1k,224,17.5333,82.4667,49.9733,50.0267,5.39,0.95,bicubic -hgnet_tiny.paddle_in1k,288,17.48,82.52,50.8267,49.1733,14.74,1.0,bicubic -seresnext101_32x4d.gluon_in1k,224,17.4,82.6,46.4933,53.5067,48.96,0.875,bicubic -resnest50d.in1k,224,17.3467,82.6533,50.5467,49.4533,27.48,0.875,bilinear -resnet152.a2_in1k,224,17.3467,82.6533,45.6,54.4,60.19,0.95,bicubic -inception_v4.tf_in1k,299,17.32,82.68,45.3733,54.6267,42.68,0.875,bicubic -resnet50.c2_in1k,288,17.3067,82.6933,49.3333,50.6667,25.56,1.0,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,17.2933,82.7067,51.7867,48.2133,11.22,0.965,bicubic -dm_nfnet_f0.dm_in1k,192,17.2,82.8,45.0267,54.9733,71.49,0.9,bicubic -convnext_pico.d1_in1k,288,17.16,82.84,49.72,50.28,9.05,0.95,bicubic -tf_efficientnet_b3.ap_in1k,300,17.1333,82.8667,49.5733,50.4267,12.23,0.904,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,17.0933,82.9067,47.4267,52.5733,12.12,1.0,bicubic -efficientnet_el.ra_in1k,300,17.0667,82.9333,49.8,50.2,10.59,0.904,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,17.0267,82.9733,47.5733,52.4267,21.82,1.0,bicubic -regnetx_032.tv2_in1k,224,17.0,83.0,48.12,51.88,15.3,0.965,bicubic -fastvit_s12.apple_dist_in1k,256,16.9867,83.0133,49.3333,50.6667,9.47,0.9,bicubic -gcresnext50ts.ch_in1k,288,16.9733,83.0267,47.92,52.08,15.67,1.0,bicubic -xception71.tf_in1k,299,16.8933,83.1067,45.6133,54.3867,42.34,0.903,bicubic -cs3darknet_focus_l.c2ns_in1k,288,16.8533,83.1467,50.0533,49.9467,21.15,0.95,bicubic -mambaout_femto.in1k,288,16.8267,83.1733,49.04,50.96,7.3,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,224,16.8267,83.1733,46.8667,53.1333,21.3,0.95,bilinear -regnety_016.tv2_in1k,224,16.7733,83.2267,49.84,50.16,11.2,0.965,bicubic -tf_efficientnet_b3.aa_in1k,300,16.76,83.24,49.24,50.76,12.23,0.904,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,16.7467,83.2533,46.6667,53.3333,13.68,1.0,bicubic -resnext101_64x4d.gluon_in1k,224,16.72,83.28,44.0267,55.9733,83.46,0.875,bicubic -convnextv2_pico.fcmae_ft_in1k,288,16.72,83.28,49.9867,50.0133,9.07,0.95,bicubic -efficientnetv2_rw_t.ra2_in1k,224,16.72,83.28,47.0933,52.9067,13.65,1.0,bicubic -resmlp_36_224.fb_distilled_in1k,224,16.7067,83.2933,51.0933,48.9067,44.69,0.875,bicubic -poolformerv2_s36.sail_in1k,224,16.68,83.32,49.2533,50.7467,30.79,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,288,16.5867,83.4133,49.1733,50.8267,25.58,1.0,bicubic -tf_efficientnetv2_b3.in1k,300,16.5867,83.4133,48.48,51.52,14.36,0.904,bicubic -ecaresnet50t.a1_in1k,224,16.52,83.48,47.16,52.84,25.57,0.95,bicubic -inception_resnet_v2.tf_in1k,299,16.4667,83.5333,44.68,55.32,55.84,0.8975,bicubic -tresnet_l.miil_in1k,224,16.44,83.56,49.5733,50.4267,55.99,0.875,bilinear -resnet152s.gluon_in1k,224,16.44,83.56,44.3467,55.6533,60.32,0.875,bicubic -convnext_pico_ols.d1_in1k,288,16.3467,83.6533,49.2667,50.7333,9.06,1.0,bicubic -resnet101.tv2_in1k,224,16.3333,83.6667,48.3333,51.6667,44.55,0.965,bilinear -resnet152d.gluon_in1k,224,16.32,83.68,44.08,55.92,60.21,0.875,bicubic -gcresnet50t.ra2_in1k,256,16.32,83.68,48.32,51.68,25.9,0.9,bicubic -fastvit_sa12.apple_in1k,256,16.3067,83.6933,49.3867,50.6133,11.58,0.9,bicubic -convnext_nano.d1h_in1k,224,16.2933,83.7067,47.44,52.56,15.59,0.95,bicubic -gernet_l.idstcv_in1k,256,16.2533,83.7467,46.7733,53.2267,31.08,0.875,bilinear -mobilevitv2_150.cvnets_in1k,256,16.2533,83.7467,47.96,52.04,10.59,0.888,bicubic -resmlp_24_224.fb_distilled_in1k,224,16.2267,83.7733,50.0933,49.9067,30.02,0.875,bicubic -seresnet50.a1_in1k,288,16.2133,83.7867,46.84,53.16,28.09,1.0,bicubic -convnext_nano_ols.d1h_in1k,224,16.2,83.8,47.8933,52.1067,15.65,0.95,bicubic -wide_resnet50_2.racm_in1k,224,16.1333,83.8667,48.0933,51.9067,68.88,0.875,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,16.12,83.88,43.3333,56.6667,55.84,0.8975,bicubic -resnetv2_50d_evos.ah_in1k,224,16.1067,83.8933,46.4667,53.5333,25.59,0.95,bicubic -repvgg_b3g4.rvgg_in1k,224,16.0667,83.9333,47.48,52.52,83.83,0.875,bilinear -gcresnext50ts.ch_in1k,256,16.0667,83.9333,46.12,53.88,15.67,0.9,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,16.0533,83.9467,45.2667,54.7333,12.12,1.0,bicubic -resnetv2_50d_gn.ah_in1k,224,16.0533,83.9467,46.1333,53.8667,25.57,0.95,bicubic -gmlp_s16_224.ra3_in1k,224,16.0533,83.9467,44.7067,55.2933,19.42,0.875,bicubic -repvit_m1_1.dist_450e_in1k,224,16.04,83.96,49.12,50.88,8.8,0.95,bicubic -ecaresnet50d_pruned.miil_in1k,288,15.92,84.08,49.6267,50.3733,19.94,0.95,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,15.9067,84.0933,48.6667,51.3333,7.79,1.0,bicubic -ecaresnet101d_pruned.miil_in1k,224,15.9067,84.0933,48.5733,51.4267,24.88,0.875,bicubic -xception65.tf_in1k,299,15.8933,84.1067,43.5067,56.4933,39.92,0.903,bicubic -swiftformer_l1.dist_in1k,224,15.8933,84.1067,48.28,51.72,12.06,0.95,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,15.8933,84.1067,47.92,52.08,11.07,0.95,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,15.84,84.16,49.3333,50.6667,25.56,0.875,bilinear -resnet50.a1_in1k,288,15.84,84.16,45.56,54.44,25.56,1.0,bicubic -edgenext_small_rw.sw_in1k,320,15.8,84.2,49.52,50.48,7.83,1.0,bicubic -resnext50_32x4d.ra_in1k,288,15.76,84.24,46.9467,53.0533,25.03,0.95,bicubic -resnet50.c1_in1k,288,15.6533,84.3467,47.1067,52.8933,25.56,1.0,bicubic -fastvit_t12.apple_dist_in1k,256,15.6133,84.3867,47.6533,52.3467,7.55,0.9,bicubic -ecaresnet26t.ra2_in1k,320,15.5067,84.4933,47.8667,52.1333,16.01,0.95,bicubic -vit_base_patch32_384.augreg_in1k,384,15.4933,84.5067,43.7333,56.2667,88.3,1.0,bicubic -coat_tiny.in1k,224,15.4667,84.5333,45.52,54.48,5.5,0.9,bicubic -regnety_320.pycls_in1k,224,15.4533,84.5467,44.68,55.32,145.05,0.875,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,15.44,84.56,47.96,52.04,9.72,1.0,bicubic -convmixer_768_32.in1k,224,15.3867,84.6133,47.6133,52.3867,21.11,0.96,bicubic -resnet50.d_in1k,288,15.3467,84.6533,44.4933,55.5067,25.56,1.0,bicubic -edgenext_small.usi_in1k,256,15.32,84.68,48.36,51.64,5.59,0.95,bicubic -resnet50d.a2_in1k,288,15.32,84.68,44.5467,55.4533,25.58,1.0,bicubic -ecaresnetlight.miil_in1k,224,15.2267,84.7733,45.6,54.4,30.16,0.875,bicubic -resnext50d_32x4d.bt_in1k,288,15.2133,84.7867,45.9333,54.0667,25.05,0.95,bicubic -cs3darknet_l.c2ns_in1k,256,15.1867,84.8133,48.8533,51.1467,21.16,0.887,bicubic -skresnext50_32x4d.ra_in1k,224,15.1733,84.8267,44.52,55.48,27.48,0.875,bicubic -repvit_m1_0.dist_450e_in1k,224,15.0267,84.9733,46.6533,53.3467,7.3,0.95,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,15.0267,84.9733,42.3333,57.6667,119.42,0.9,bicubic -fastvit_s12.apple_in1k,256,15.0267,84.9733,45.0267,54.9733,9.47,0.9,bicubic -seresnet33ts.ra2_in1k,288,15.0133,84.9867,47.0667,52.9333,19.78,1.0,bicubic -resnext50_32x4d.a2_in1k,288,15.0133,84.9867,45.0933,54.9067,25.03,1.0,bicubic -efficientvit_b1.r288_in1k,288,15.0,85.0,46.6667,53.3333,9.1,1.0,bicubic -eca_resnet33ts.ra2_in1k,288,14.9867,85.0133,48.6267,51.3733,19.68,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,14.9467,85.0533,48.3467,51.6533,11.22,0.965,bicubic -vit_base_patch16_224.augreg_in1k,224,14.9067,85.0933,41.8933,58.1067,86.57,0.9,bicubic -cait_xxs24_224.fb_dist_in1k,224,14.88,85.12,44.6267,55.3733,11.96,1.0,bicubic -fasternet_s.in1k,224,14.8667,85.1333,47.4267,52.5733,31.18,1.0,bicubic -regnetz_b16.ra3_in1k,224,14.8267,85.1733,45.8,54.2,9.72,0.94,bicubic -mambaout_kobe.in1k,224,14.8,85.2,45.8667,54.1333,9.14,1.0,bicubic -levit_conv_192.fb_dist_in1k,224,14.68,85.32,44.6533,55.3467,10.95,0.9,bicubic -levit_192.fb_dist_in1k,224,14.6667,85.3333,44.64,55.36,10.95,0.9,bicubic -seresnet50.a2_in1k,288,14.6533,85.3467,44.16,55.84,28.09,1.0,bicubic -poolformerv2_s24.sail_in1k,224,14.64,85.36,45.9733,54.0267,21.34,1.0,bicubic -convnextv2_pico.fcmae_ft_in1k,224,14.6267,85.3733,45.8533,54.1467,9.07,0.875,bicubic -res2net50d.in1k,224,14.6133,85.3867,44.5067,55.4933,25.72,0.875,bilinear -gcresnet33ts.ra2_in1k,288,14.5733,85.4267,46.0133,53.9867,19.88,1.0,bicubic -repvit_m1_1.dist_300e_in1k,224,14.5467,85.4533,46.8,53.2,8.8,0.95,bicubic -cs3darknet_focus_l.c2ns_in1k,256,14.48,85.52,46.5067,53.4933,21.15,0.887,bicubic -darknet53.c2ns_in1k,288,14.44,85.56,46.8267,53.1733,41.61,1.0,bicubic -coat_lite_mini.in1k,224,14.4,85.6,44.5333,55.4667,11.01,0.9,bicubic -resnet50.tv2_in1k,224,14.3867,85.6133,46.7333,53.2667,25.56,0.965,bilinear -efficientnet_el_pruned.in1k,300,14.3867,85.6133,45.84,54.16,10.59,0.904,bicubic -rexnet_150.nav_in1k,224,14.3733,85.6267,46.4,53.6,9.73,0.875,bicubic -resnext50_32x4d.a1h_in1k,224,14.32,85.68,44.0,56.0,25.03,0.95,bicubic -efficientnet_b2.ra_in1k,288,14.32,85.68,45.8267,54.1733,9.11,1.0,bicubic -seresnet33ts.ra2_in1k,256,14.28,85.72,45.84,54.16,19.78,0.9,bicubic -darknetaa53.c2ns_in1k,288,14.12,85.88,44.88,55.12,36.02,1.0,bilinear -poolformer_s24.sail_in1k,224,14.1067,85.8933,47.04,52.96,21.39,0.9,bicubic -seresnet50.ra2_in1k,224,14.08,85.92,45.2933,54.7067,28.09,0.875,bicubic -repvit_m2.dist_in1k,224,14.0533,85.9467,46.32,53.68,8.8,0.95,bicubic -pvt_v2_b1.in1k,224,14.0267,85.9733,47.36,52.64,14.01,0.9,bicubic -mobilevitv2_125.cvnets_in1k,256,14.0,86.0,44.28,55.72,7.48,0.888,bicubic -eca_resnet33ts.ra2_in1k,256,13.9867,86.0133,47.0267,52.9733,19.68,0.9,bicubic -gernet_m.idstcv_in1k,224,13.9867,86.0133,45.8667,54.1333,21.14,0.875,bilinear -fbnetv3_d.ra2_in1k,256,13.9467,86.0533,45.9867,54.0133,10.31,0.95,bilinear -resnet101.a2_in1k,224,13.9067,86.0933,42.96,57.04,44.55,0.95,bicubic -legacy_seresnext101_32x4d.in1k,224,13.8533,86.1467,42.6,57.4,48.96,0.875,bilinear -resnext101_32x4d.gluon_in1k,224,13.68,86.32,41.3467,58.6533,44.18,0.875,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,13.6533,86.3467,47.4,52.6,14.62,0.95,bilinear -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,13.6533,86.3467,45.4,54.6,8.46,0.95,bicubic -gcresnet33ts.ra2_in1k,256,13.64,86.36,44.8133,55.1867,19.88,0.9,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,13.6,86.4,44.8933,55.1067,9.72,0.95,bicubic -dpn68b.ra_in1k,288,13.6,86.4,39.4533,60.5467,12.61,1.0,bicubic -efficientnet_b2.ra_in1k,256,13.6,86.4,44.2133,55.7867,9.11,0.875,bicubic -edgenext_small_rw.sw_in1k,256,13.6,86.4,45.9067,54.0933,7.83,0.9,bicubic -fastvit_t12.apple_in1k,256,13.5867,86.4133,43.2533,56.7467,7.55,0.9,bicubic -hgnet_tiny.paddle_in1k,224,13.5733,86.4267,44.0,56.0,14.74,0.965,bicubic -pit_xs_distilled_224.in1k,224,13.5067,86.4933,45.1067,54.8933,11.0,0.9,bicubic -wide_resnet101_2.tv2_in1k,176,13.4533,86.5467,40.8933,59.1067,126.89,0.875,bilinear -seresnext50_32x4d.gluon_in1k,224,13.44,86.56,43.44,56.56,27.56,0.875,bicubic -resmlp_36_224.fb_in1k,224,13.4267,86.5733,46.2533,53.7467,44.69,0.875,bicubic -darknet53.c2ns_in1k,256,13.4267,86.5733,44.72,55.28,41.61,0.887,bicubic -ecaresnet50t.a2_in1k,224,13.4,86.6,42.4933,57.5067,25.57,0.95,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,13.3733,86.6267,45.0667,54.9333,9.72,1.0,bicubic -eca_botnext26ts_256.c1_in1k,256,13.36,86.64,42.2667,57.7333,10.59,0.95,bicubic -resnet50_gn.a1h_in1k,224,13.3333,86.6667,42.7733,57.2267,25.56,0.94,bicubic -resnet152.a3_in1k,224,13.2667,86.7333,42.7867,57.2133,60.19,0.95,bicubic -repvgg_b2g4.rvgg_in1k,224,13.2267,86.7733,43.4267,56.5733,61.76,0.875,bilinear -regnetx_320.pycls_in1k,224,13.1733,86.8267,40.2267,59.7733,107.81,0.875,bicubic -visformer_tiny.in1k,224,13.16,86.84,43.56,56.44,10.32,0.9,bicubic -resnet50.b1k_in1k,288,13.1467,86.8533,43.7733,56.2267,25.56,1.0,bicubic -resnet50d.a1_in1k,224,13.1333,86.8667,41.2267,58.7733,25.58,0.95,bicubic -ese_vovnet39b.ra_in1k,224,13.12,86.88,43.7067,56.2933,24.57,0.875,bicubic -vit_small_patch16_224.augreg_in1k,224,13.08,86.92,40.9867,59.0133,22.05,0.9,bicubic -efficientformerv2_s1.snap_dist_in1k,224,13.08,86.92,42.6267,57.3733,6.19,0.95,bicubic -cspresnext50.ra_in1k,256,13.04,86.96,45.0533,54.9467,20.57,0.887,bilinear -efficientnet_b3_pruned.in1k,300,13.0267,86.9733,44.8933,55.1067,9.86,0.904,bicubic -mobilevit_s.cvnets_in1k,256,13.0133,86.9867,40.8267,59.1733,5.58,0.9,bicubic -mixnet_xl.ra_in1k,224,12.96,87.04,43.16,56.84,11.9,0.875,bicubic -nf_regnet_b1.ra2_in1k,288,12.9067,87.0933,43.9067,56.0933,10.22,0.9,bicubic -eca_halonext26ts.c1_in1k,256,12.8933,87.1067,42.2,57.8,10.76,0.94,bicubic -resnext50_32x4d.a1_in1k,224,12.8933,87.1067,40.8133,59.1867,25.03,0.95,bicubic -efficientformer_l1.snap_dist_in1k,224,12.8933,87.1067,45.1467,54.8533,12.29,0.95,bicubic -resnet101d.gluon_in1k,224,12.7733,87.2267,41.3333,58.6667,44.57,0.875,bicubic -regnetx_016.tv2_in1k,224,12.76,87.24,45.16,54.84,9.19,0.965,bicubic -pit_xs_224.in1k,224,12.72,87.28,42.6133,57.3867,10.62,0.9,bicubic -repvit_m1_0.dist_300e_in1k,224,12.72,87.28,43.92,56.08,7.3,0.95,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,12.6267,87.3733,41.5467,58.4533,21.82,1.0,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,12.6,87.4,46.72,53.28,6.34,1.0,bicubic -resnetblur50.bt_in1k,288,12.5733,87.4267,44.28,55.72,25.56,0.95,bicubic -crossvit_9_dagger_240.in1k,240,12.56,87.44,41.3867,58.6133,8.78,0.875,bicubic -tf_efficientnet_b3.in1k,300,12.56,87.44,43.24,56.76,12.23,0.904,bicubic -resnet50.b2k_in1k,288,12.5467,87.4533,43.7867,56.2133,25.56,1.0,bicubic -resnext50_32x4d.tv2_in1k,224,12.5333,87.4667,42.8533,57.1467,25.03,0.965,bilinear -inception_v3.gluon_in1k,299,12.5067,87.4933,40.2,59.8,23.83,0.875,bicubic -resmlp_24_224.fb_in1k,224,12.4667,87.5333,43.4133,56.5867,30.02,0.875,bicubic -tresnet_m.miil_in1k,224,12.4667,87.5333,41.7067,58.2933,31.39,0.875,bilinear -efficientvit_b1.r256_in1k,256,12.44,87.56,41.9467,58.0533,9.1,1.0,bicubic -wide_resnet50_2.tv2_in1k,176,12.4267,87.5733,43.4667,56.5333,68.88,0.875,bilinear -efficientnet_b1.ra4_e3600_r240_in1k,240,12.4267,87.5733,43.9733,56.0267,7.79,0.9,bicubic -darknetaa53.c2ns_in1k,256,12.4133,87.5867,42.76,57.24,36.02,0.887,bilinear -resnetv2_34d.ra4_e3600_r224_in1k,288,12.3733,87.6267,40.12,59.88,21.82,1.0,bicubic -regnety_120.pycls_in1k,224,12.3467,87.6533,41.7733,58.2267,51.82,0.875,bicubic -coat_lite_tiny.in1k,224,12.28,87.72,41.1067,58.8933,5.72,0.9,bicubic -ecaresnet26t.ra2_in1k,256,12.2667,87.7333,42.64,57.36,16.01,0.875,bicubic -convnext_femto_ols.d1_in1k,288,12.24,87.76,43.44,56.56,5.23,0.95,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,12.2267,87.7733,42.9733,57.0267,9.72,0.95,bicubic -resnet50.a1h_in1k,224,12.2133,87.7867,43.8533,56.1467,25.56,1.0,bicubic -resnetaa50.a1h_in1k,224,12.2133,87.7867,42.36,57.64,25.56,0.95,bicubic -regnety_160.pycls_in1k,224,12.2,87.8,41.1333,58.8667,83.59,0.875,bicubic -resnet50.a2_in1k,288,12.08,87.92,40.1067,59.8933,25.56,1.0,bicubic -efficientnet_em.ra2_in1k,240,12.0133,87.9867,43.6667,56.3333,6.9,0.882,bicubic -resnet101s.gluon_in1k,224,11.9867,88.0133,40.8,59.2,44.67,0.875,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,11.9733,88.0267,45.3333,54.6667,6.34,1.0,bicubic -convnext_pico.d1_in1k,224,11.9467,88.0533,43.44,56.56,9.05,0.875,bicubic -shvit_s4.in1k,256,11.9333,88.0667,41.2667,58.7333,16.59,0.875,bicubic -hrnet_w64.ms_in1k,224,11.92,88.08,40.7733,59.2267,128.06,0.875,bilinear -resnetrs101.tf_in1k,192,11.92,88.08,38.6933,61.3067,63.62,0.94,bicubic -resnet101.a3_in1k,224,11.7867,88.2133,40.28,59.72,44.55,0.95,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,11.7467,88.2533,39.8533,60.1467,6.72,1.0,bicubic -resnet50d.ra2_in1k,224,11.7333,88.2667,42.2,57.8,25.58,0.875,bicubic -ecaresnet50t.a3_in1k,224,11.72,88.28,40.9067,59.0933,25.57,0.95,bicubic -xception41.tf_in1k,299,11.7067,88.2933,38.7067,61.2933,26.97,0.903,bicubic -nf_resnet50.ra2_in1k,288,11.7067,88.2933,45.3333,54.6667,25.56,0.94,bicubic -cspdarknet53.ra_in1k,256,11.6933,88.3067,43.24,56.76,27.64,0.887,bilinear -fbnetv3_b.ra2_in1k,256,11.68,88.32,44.1333,55.8667,8.6,0.95,bilinear -efficientnet_b0.ra4_e3600_r224_in1k,256,11.64,88.36,40.8933,59.1067,5.29,1.0,bicubic -gmixer_24_224.ra3_in1k,224,11.6267,88.3733,37.2667,62.7333,24.72,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,288,11.6,88.4,40.6,59.4,5.23,0.95,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,11.5867,88.4133,39.5333,60.4667,22.88,0.9,bicubic -botnet26t_256.c1_in1k,256,11.5067,88.4933,39.76,60.24,12.49,0.95,bicubic -resnet50.ra_in1k,288,11.4933,88.5067,41.16,58.84,25.56,0.95,bicubic -dla102x2.in1k,224,11.4533,88.5467,41.1333,58.8667,41.28,0.875,bilinear -seresnet50.a1_in1k,224,11.4,88.6,39.1067,60.8933,28.09,0.95,bicubic -mambaout_femto.in1k,224,11.4,88.6,41.08,58.92,7.3,1.0,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,11.3867,88.6133,39.5867,60.4133,3.05,1.0,bicubic -regnety_080.pycls_in1k,224,11.3867,88.6133,40.7333,59.2667,39.18,0.875,bicubic -efficientvit_b1.r224_in1k,224,11.3733,88.6267,39.92,60.08,9.1,0.95,bicubic -levit_128.fb_dist_in1k,224,11.36,88.64,39.7467,60.2533,9.21,0.9,bicubic -resnet152.tv2_in1k,176,11.3467,88.6533,38.0533,61.9467,60.19,0.875,bilinear -fbnetv3_d.ra2_in1k,224,11.3067,88.6933,41.0533,58.9467,10.31,0.95,bilinear -efficientnet_b2_pruned.in1k,260,11.2933,88.7067,41.8133,58.1867,8.31,0.89,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,11.2933,88.7067,42.0667,57.9333,8.46,0.9,bicubic -lambda_resnet26t.c1_in1k,256,11.2933,88.7067,39.96,60.04,10.96,0.94,bicubic -levit_conv_128.fb_dist_in1k,224,11.2933,88.7067,39.72,60.28,9.21,0.9,bicubic -tf_efficientnet_el.in1k,300,11.2533,88.7467,41.44,58.56,10.59,0.904,bicubic -tf_efficientnetv2_b3.in1k,240,11.2267,88.7733,39.1733,60.8267,14.36,0.904,bicubic -seresnext26t_32x4d.bt_in1k,288,11.1867,88.8133,40.7467,59.2533,16.81,0.95,bicubic -dpn92.mx_in1k,224,11.12,88.88,39.44,60.56,37.67,0.875,bicubic -convnext_femto.d1_in1k,288,11.1067,88.8933,42.5733,57.4267,5.22,0.95,bicubic -resnetv2_34.ra4_e3600_r224_in1k,288,11.1067,88.8933,37.9733,62.0267,21.8,1.0,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,11.0933,88.9067,39.9067,60.0933,5.29,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,11.08,88.92,40.4533,59.5467,9.72,0.95,bicubic -ecaresnet50d_pruned.miil_in1k,224,11.0533,88.9467,42.0267,57.9733,19.94,0.875,bicubic -resnet152c.gluon_in1k,224,11.0533,88.9467,36.7867,63.2133,60.21,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,11.04,88.96,40.1333,59.8667,4.9,0.888,bicubic -resnet50d.ra4_e3600_r224_in1k,224,10.9733,89.0267,40.6133,59.3867,25.58,0.95,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,10.9333,89.0667,36.88,63.12,6.72,1.0,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,10.92,89.08,39.4533,60.5467,6.36,1.0,bicubic -hrnet_w48.ms_in1k,224,10.8933,89.1067,39.9733,60.0267,77.47,0.875,bilinear -inception_v3.tf_adv_in1k,299,10.88,89.12,36.76,63.24,23.83,0.875,bicubic -inception_v3.tf_in1k,299,10.8533,89.1467,36.6933,63.3067,23.83,0.875,bicubic -regnety_008_tv.tv2_in1k,224,10.8533,89.1467,40.5733,59.4267,6.43,0.965,bicubic -halonet26t.a1h_in1k,256,10.84,89.16,38.6267,61.3733,12.48,0.95,bicubic -tf_efficientnetv2_b2.in1k,260,10.84,89.16,39.48,60.52,10.1,0.89,bicubic -nf_regnet_b1.ra2_in1k,256,10.8133,89.1867,40.4133,59.5867,10.22,0.9,bicubic -mobileone_s4.apple_in1k,224,10.7867,89.2133,38.4533,61.5467,14.95,0.9,bilinear -dpn107.mx_in1k,224,10.7467,89.2533,38.04,61.96,86.92,0.875,bicubic -resnet50.c2_in1k,224,10.7333,89.2667,39.0,61.0,25.56,0.95,bicubic -convnext_pico_ols.d1_in1k,224,10.72,89.28,40.6267,59.3733,9.06,0.95,bicubic -resnetv2_50.a1h_in1k,224,10.72,89.28,39.2667,60.7333,25.55,0.95,bicubic -resnet34d.ra2_in1k,288,10.7067,89.2933,38.9867,61.0133,21.82,0.95,bicubic -resnext50_32x4d.ra_in1k,224,10.6667,89.3333,40.2267,59.7733,25.03,0.875,bicubic -seresnext26d_32x4d.bt_in1k,288,10.6133,89.3867,40.9467,59.0533,16.81,0.95,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,10.6,89.4,37.9467,62.0533,3.05,1.0,bicubic -resnext50d_32x4d.bt_in1k,224,10.5333,89.4667,39.3733,60.6267,25.05,0.875,bicubic -tf_efficientnet_b2.ap_in1k,260,10.4533,89.5467,39.7067,60.2933,9.11,0.89,bicubic -starnet_s4.in1k,224,10.3733,89.6267,39.4267,60.5733,7.48,0.875,bicubic -repvit_m0_9.dist_450e_in1k,224,10.3467,89.6533,40.0267,59.9733,5.49,0.95,bicubic -dpn131.mx_in1k,224,10.3467,89.6533,36.6533,63.3467,79.25,0.875,bicubic -hrnet_w44.ms_in1k,224,10.3333,89.6667,39.1867,60.8133,67.06,0.875,bilinear -densenetblur121d.ra_in1k,288,10.3067,89.6933,39.52,60.48,8.0,0.95,bicubic -rexnet_130.nav_in1k,224,10.2933,89.7067,41.4,58.6,7.56,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,224,10.28,89.72,38.56,61.44,5.23,0.875,bicubic -xcit_nano_12_p8_224.fb_in1k,224,10.2,89.8,36.92,63.08,3.05,1.0,bicubic -resnext101_32x8d.tv_in1k,224,10.1333,89.8667,37.7333,62.2667,88.79,0.875,bilinear -seresnet50.a2_in1k,224,10.1067,89.8933,38.4133,61.5867,28.09,0.95,bicubic -resnet101.tv2_in1k,176,10.0933,89.9067,37.2533,62.7467,44.55,0.875,bilinear -resnetrs50.tf_in1k,224,10.08,89.92,37.2667,62.7333,35.69,0.91,bicubic -regnetx_160.pycls_in1k,224,10.04,89.96,37.7733,62.2267,54.28,0.875,bicubic -regnety_064.pycls_in1k,224,10.0267,89.9733,39.12,60.88,30.58,0.875,bicubic -lambda_resnet26rpt_256.c1_in1k,256,10.0267,89.9733,37.56,62.44,10.99,0.94,bicubic -dpn98.mx_in1k,224,9.9867,90.0133,35.9733,64.0267,61.57,0.875,bicubic -resnext50_32x4d.a3_in1k,224,9.9733,90.0267,37.5867,62.4133,25.03,0.95,bicubic -resnet50.a1_in1k,224,9.9733,90.0267,38.0,62.0,25.56,0.95,bicubic -resnet33ts.ra2_in1k,288,9.96,90.04,39.2933,60.7067,19.68,1.0,bicubic -efficientnet_b1.ft_in1k,256,9.9467,90.0533,37.3067,62.6933,7.79,1.0,bicubic -legacy_xception.tf_in1k,299,9.9333,90.0667,37.88,62.12,22.86,0.8975,bicubic -inception_v3.tv_in1k,299,9.8933,90.1067,35.04,64.96,23.83,0.875,bicubic -legacy_seresnext50_32x4d.in1k,224,9.8933,90.1067,38.96,61.04,27.56,0.875,bilinear -efficientnet_b0.ra4_e3600_r224_in1k,224,9.88,90.12,38.12,61.88,5.29,0.9,bicubic -resnext50_32x4d.a2_in1k,224,9.84,90.16,37.0667,62.9333,25.03,0.95,bicubic -resnet152.gluon_in1k,224,9.7467,90.2533,35.92,64.08,60.19,0.875,bicubic -tf_efficientnet_b2.aa_in1k,260,9.68,90.32,38.88,61.12,9.11,0.89,bicubic -resnet50.c1_in1k,224,9.64,90.36,37.5467,62.4533,25.56,0.95,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,9.6133,90.3867,36.9733,63.0267,39.72,0.882,bicubic -tf_efficientnet_lite3.in1k,300,9.5867,90.4133,39.1467,60.8533,8.2,0.904,bilinear -resnet50d.a2_in1k,224,9.56,90.44,37.68,62.32,25.58,0.95,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,9.5467,90.4533,39.6133,60.3867,6.34,0.965,bicubic -fbnetv3_b.ra2_in1k,224,9.4933,90.5067,38.84,61.16,8.6,0.95,bilinear -resnet50.ram_in1k,288,9.4267,90.5733,35.3733,64.6267,25.56,0.95,bicubic -res2net101_26w_4s.in1k,224,9.4133,90.5867,34.44,65.56,45.21,0.875,bilinear -resnet34.ra4_e3600_r224_in1k,288,9.4,90.6,37.56,62.44,21.8,1.0,bicubic -cspresnet50.ra_in1k,256,9.36,90.64,39.6667,60.3333,21.62,0.887,bilinear -nf_resnet50.ra2_in1k,256,9.3467,90.6533,40.3467,59.6533,25.56,0.94,bicubic -resnet50.tv2_in1k,176,9.32,90.68,38.7867,61.2133,25.56,0.875,bilinear -resnet50.d_in1k,224,9.3067,90.6933,35.6667,64.3333,25.56,0.95,bicubic -resnet34.a1_in1k,288,9.2533,90.7467,34.5467,65.4533,21.8,1.0,bicubic -legacy_seresnet152.in1k,224,9.2533,90.7467,37.04,62.96,66.82,0.875,bilinear -hrnet_w40.ms_in1k,224,9.1867,90.8133,36.6,63.4,57.56,0.875,bilinear -repvit_m0_9.dist_300e_in1k,224,9.1733,90.8267,38.3467,61.6533,5.49,0.95,bicubic -regnetx_120.pycls_in1k,224,9.0933,90.9067,36.9067,63.0933,46.11,0.875,bicubic -dpn68b.ra_in1k,224,9.08,90.92,33.7067,66.2933,12.61,0.95,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,9.0533,90.9467,34.16,65.84,5.72,0.9,bicubic -resnet32ts.ra2_in1k,288,9.04,90.96,38.1067,61.8933,17.96,1.0,bicubic -resnext50_32x4d.gluon_in1k,224,9.04,90.96,36.2133,63.7867,25.03,0.875,bicubic -regnety_040.pycls_in1k,224,9.0267,90.9733,37.1467,62.8533,20.65,0.875,bicubic -vit_base_patch16_224.sam_in1k,224,9.0133,90.9867,36.0533,63.9467,86.57,0.9,bicubic -resnest26d.gluon_in1k,224,9.0,91.0,37.5467,62.4533,17.07,0.875,bilinear -resnet33ts.ra2_in1k,256,8.9867,91.0133,38.2,61.8,19.68,0.9,bicubic -swiftformer_s.dist_in1k,224,8.9867,91.0133,35.88,64.12,6.09,0.95,bicubic -crossvit_tiny_240.in1k,240,8.96,91.04,34.3333,65.6667,7.01,0.875,bicubic -bat_resnext26ts.ch_in1k,256,8.92,91.08,36.0,64.0,10.73,0.9,bicubic -mixnet_l.ft_in1k,224,8.8667,91.1333,36.2533,63.7467,7.33,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,8.84,91.16,36.4267,63.5733,16.81,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,8.8,91.2,38.9867,61.0133,6.0,1.0,bicubic -rexnet_100.nav_in1k,224,8.8,91.2,36.1867,63.8133,4.8,0.875,bicubic -efficientvit_m5.r224_in1k,224,8.7867,91.2133,34.4267,65.5733,12.47,0.875,bicubic -seresnext26t_32x4d.bt_in1k,224,8.7867,91.2133,36.56,63.44,16.81,0.875,bicubic -resnet50d.a3_in1k,224,8.7733,91.2267,36.6,63.4,25.58,0.95,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,8.7733,91.2267,38.3067,61.6933,6.34,0.965,bicubic -gcresnext26ts.ch_in1k,288,8.7467,91.2533,36.6933,63.3067,10.48,1.0,bicubic -convit_tiny.fb_in1k,224,8.7067,91.2933,34.0133,65.9867,5.71,0.875,bicubic -hrnet_w18.ms_aug_in1k,224,8.6933,91.3067,38.9867,61.0133,21.3,0.95,bilinear -mobilenetv3_large_100.miil_in21k_ft_in1k,224,8.6933,91.3067,32.4667,67.5333,5.48,0.875,bilinear -hrnet_w30.ms_in1k,224,8.6667,91.3333,37.0267,62.9733,37.71,0.875,bilinear -resnet50.bt_in1k,288,8.64,91.36,38.4267,61.5733,25.56,0.95,bicubic -levit_conv_128s.fb_dist_in1k,224,8.6133,91.3867,32.84,67.16,7.78,0.9,bicubic -levit_128s.fb_dist_in1k,224,8.6133,91.3867,32.8533,67.1467,7.78,0.9,bicubic -resnet50.a1h_in1k,176,8.6,91.4,35.5333,64.4667,25.56,0.9,bicubic -ghostnetv2_160.in1k,224,8.5867,91.4133,36.5333,63.4667,12.39,0.875,bicubic -gcresnext26ts.ch_in1k,256,8.5733,91.4267,35.5467,64.4533,10.48,0.9,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,8.5733,91.4267,39.16,60.84,6.0,1.0,bicubic -efficientnet_b1.ft_in1k,224,8.5467,91.4533,34.1467,65.8533,7.79,0.875,bicubic -repvit_m1.dist_in1k,224,8.5467,91.4533,36.8,63.2,5.49,0.95,bicubic -eca_resnext26ts.ch_in1k,288,8.5333,91.4667,36.4533,63.5467,10.3,1.0,bicubic -starnet_s3.in1k,224,8.52,91.48,35.24,64.76,5.75,0.875,bicubic -shvit_s3.in1k,224,8.48,91.52,34.44,65.56,14.25,0.875,bicubic -resnet32ts.ra2_in1k,256,8.48,91.52,36.9467,63.0533,17.96,0.9,bicubic -dla169.in1k,224,8.4533,91.5467,35.96,64.04,53.39,0.875,bilinear -tf_efficientnet_b2.in1k,260,8.4133,91.5867,36.32,63.68,9.11,0.89,bicubic -tf_efficientnet_b1.ap_in1k,240,8.4133,91.5867,35.1467,64.8533,7.79,0.882,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,8.4,91.6,29.2533,70.7467,59.88,0.875,bicubic -convnext_atto_ols.a2_in1k,288,8.3867,91.6133,34.7867,65.2133,3.7,0.95,bicubic -resnetblur50.bt_in1k,224,8.36,91.64,37.44,62.56,25.56,0.875,bicubic -repvgg_b2.rvgg_in1k,224,8.28,91.72,36.0267,63.9733,89.02,0.875,bilinear -crossvit_9_240.in1k,240,8.24,91.76,34.12,65.88,8.55,0.875,bicubic -legacy_seresnet101.in1k,224,8.24,91.76,35.7067,64.2933,49.33,0.875,bilinear -ese_vovnet19b_dw.ra_in1k,288,8.2267,91.7733,37.1733,62.8267,6.54,0.95,bicubic -resnet50.b1k_in1k,224,8.2133,91.7867,35.1333,64.8667,25.56,0.95,bicubic -dla102x.in1k,224,8.1733,91.8267,36.84,63.16,26.31,0.875,bilinear -eca_resnext26ts.ch_in1k,256,8.12,91.88,35.7467,64.2533,10.3,0.9,bicubic -resmlp_12_224.fb_distilled_in1k,224,8.1067,91.8933,36.6267,63.3733,15.35,0.875,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,224,8.04,91.96,33.1067,66.8933,21.82,0.9,bicubic -cs3darknet_m.c2ns_in1k,288,7.96,92.04,36.36,63.64,9.31,0.95,bicubic -hrnet_w32.ms_in1k,224,7.9467,92.0533,37.2667,62.7333,41.23,0.875,bilinear -seresnext26ts.ch_in1k,288,7.92,92.08,35.9733,64.0267,10.39,1.0,bicubic -resnet50.b2k_in1k,224,7.9067,92.0933,35.32,64.68,25.56,0.95,bicubic -poolformerv2_s12.sail_in1k,224,7.8933,92.1067,34.4667,65.5333,11.89,1.0,bicubic -resnet101c.gluon_in1k,224,7.88,92.12,32.92,67.08,44.57,0.875,bicubic -resnet26t.ra2_in1k,320,7.8667,92.1333,36.2933,63.7067,16.01,1.0,bicubic -repghostnet_200.in1k,224,7.8533,92.1467,36.7467,63.2533,9.8,0.875,bicubic -vit_base_patch32_224.augreg_in1k,224,7.8267,92.1733,30.3867,69.6133,88.22,0.9,bicubic -efficientformerv2_s0.snap_dist_in1k,224,7.8133,92.1867,32.9467,67.0533,3.6,0.95,bicubic -resnet50d.gluon_in1k,224,7.8133,92.1867,34.76,65.24,25.58,0.875,bicubic -res2net50_26w_8s.in1k,224,7.8133,92.1867,33.0533,66.9467,48.4,0.875,bilinear -convnext_femto_ols.d1_in1k,224,7.7867,92.2133,36.4667,63.5333,5.23,0.875,bicubic -dla60_res2next.in1k,224,7.7733,92.2267,34.6667,65.3333,17.03,0.875,bilinear -mobilevitv2_075.cvnets_in1k,256,7.76,92.24,33.3733,66.6267,2.87,0.888,bicubic -fastvit_t8.apple_dist_in1k,256,7.7467,92.2533,34.4267,65.5733,4.03,0.9,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,7.72,92.28,33.5333,66.4667,5.91,0.9,bicubic -tf_efficientnetv2_b1.in1k,240,7.72,92.28,34.32,65.68,8.14,0.882,bicubic -regnety_032.pycls_in1k,224,7.6933,92.3067,34.04,65.96,19.44,0.875,bicubic -mobilevit_xs.cvnets_in1k,256,7.6933,92.3067,32.5467,67.4533,2.32,0.9,bicubic -convnextv2_atto.fcmae_ft_in1k,288,7.6533,92.3467,32.6933,67.3067,3.71,0.95,bicubic -fasternet_t2.in1k,224,7.6533,92.3467,34.52,65.48,14.98,1.0,bicubic -densenetblur121d.ra_in1k,224,7.6533,92.3467,34.3467,65.6533,8.0,0.875,bicubic -resnext50_32x4d.tv2_in1k,176,7.56,92.44,33.6667,66.3333,25.03,0.875,bilinear -convnext_atto.d2_in1k,288,7.56,92.44,34.7467,65.2533,3.7,0.95,bicubic -tf_efficientnetv2_b2.in1k,208,7.5333,92.4667,32.96,67.04,10.1,0.89,bicubic -dla60_res2net.in1k,224,7.5067,92.4933,34.5867,65.4133,20.85,0.875,bilinear -resnet50.a2_in1k,224,7.5067,92.4933,33.24,66.76,25.56,0.95,bicubic -resnet152.a3_in1k,160,7.4133,92.5867,31.56,68.44,60.19,0.95,bicubic -hardcorenas_e.miil_green_in1k,224,7.3733,92.6267,33.3467,66.6533,8.07,0.875,bilinear -resnet50.ra_in1k,224,7.36,92.64,34.88,65.12,25.56,0.875,bicubic -regnetx_064.pycls_in1k,224,7.36,92.64,34.3733,65.6267,26.21,0.875,bicubic -resnet34.a2_in1k,288,7.32,92.68,31.7867,68.2133,21.8,1.0,bicubic -efficientnet_b1_pruned.in1k,240,7.3067,92.6933,34.4,65.6,6.33,0.882,bicubic -wide_resnet101_2.tv_in1k,224,7.3067,92.6933,33.72,66.28,126.89,0.875,bilinear -regnetx_008.tv2_in1k,224,7.2267,92.7733,34.1733,65.8267,7.26,0.965,bicubic -efficientnet_b0.ra_in1k,224,7.2267,92.7733,33.96,66.04,5.29,0.875,bicubic -deit_tiny_patch16_224.fb_in1k,224,7.2133,92.7867,30.6267,69.3733,5.72,0.9,bicubic -resnet101.gluon_in1k,224,7.2133,92.7867,32.72,67.28,44.55,0.875,bicubic -densenet121.ra_in1k,288,7.2,92.8,35.3067,64.6933,7.98,0.95,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,7.1867,92.8133,31.9733,68.0267,24.01,0.875,bicubic -tf_efficientnet_b1.aa_in1k,240,7.16,92.84,33.0267,66.9733,7.79,0.882,bicubic -resnet50s.gluon_in1k,224,7.12,92.88,33.1333,66.8667,25.68,0.875,bicubic -edgenext_x_small.in1k,288,7.1067,92.8933,30.5867,69.4133,2.34,1.0,bicubic -tf_mixnet_l.in1k,224,7.0933,92.9067,31.5733,68.4267,7.33,0.875,bicubic -resmlp_12_224.fb_in1k,224,7.0667,92.9333,33.8667,66.1333,15.35,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,7.0,93.0,32.64,67.36,24.38,0.96,bicubic -seresnext26ts.ch_in1k,256,6.9867,93.0133,34.6933,65.3067,10.39,0.9,bicubic -hardcorenas_f.miil_green_in1k,224,6.9733,93.0267,33.9467,66.0533,8.2,0.875,bilinear -cs3darknet_focus_m.c2ns_in1k,288,6.96,93.04,34.4,65.6,9.3,0.95,bicubic -pit_ti_distilled_224.in1k,224,6.9333,93.0667,30.8,69.2,5.1,0.9,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,6.8267,93.1733,33.5867,66.4133,6.0,0.965,bicubic -fastvit_t8.apple_in1k,256,6.8,93.2,33.4533,66.5467,4.03,0.9,bicubic -convnext_femto.d1_in1k,224,6.7733,93.2267,35.0667,64.9333,5.22,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,224,6.76,93.24,30.8667,69.1333,3.71,0.875,bicubic -mixnet_m.ft_in1k,224,6.7067,93.2933,32.0533,67.9467,5.01,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,6.68,93.32,31.8267,68.1733,5.48,1.0,bicubic -dpn68b.mx_in1k,224,6.6533,93.3467,32.6,67.4,12.61,0.875,bicubic -ghostnetv2_130.in1k,224,6.6533,93.3467,32.6,67.4,8.96,0.875,bicubic -tinynet_a.in1k,192,6.6533,93.3467,32.7067,67.2933,6.19,0.875,bicubic -selecsls60b.in1k,224,6.64,93.36,33.0667,66.9333,32.77,0.875,bicubic -efficientnet_es.ra_in1k,224,6.6267,93.3733,34.3333,65.6667,5.44,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,224,6.6133,93.3867,33.16,66.84,6.54,0.875,bicubic -mobileone_s3.apple_in1k,224,6.6,93.4,32.0,68.0,10.17,0.9,bilinear -poolformer_s12.sail_in1k,224,6.56,93.44,34.2267,65.7733,11.92,0.9,bicubic -res2net50_26w_6s.in1k,224,6.5333,93.4667,31.4533,68.5467,37.05,0.875,bilinear -hardcorenas_d.miil_green_in1k,224,6.5333,93.4667,32.1333,67.8667,7.5,0.875,bilinear -legacy_seresnext26_32x4d.in1k,224,6.52,93.48,33.0267,66.9733,16.79,0.875,bicubic -dla60x.in1k,224,6.4533,93.5467,33.9733,66.0267,17.35,0.875,bilinear -tf_efficientnet_b1.in1k,240,6.44,93.56,32.1333,67.8667,7.79,0.882,bicubic -repghostnet_150.in1k,224,6.4267,93.5733,32.1333,67.8667,6.58,0.875,bicubic -ghostnetv3_100.in1k,224,6.4133,93.5867,31.8667,68.1333,8.13,0.875,bicubic -skresnet34.ra_in1k,224,6.4133,93.5867,31.4933,68.5067,22.28,0.875,bicubic -cs3darknet_m.c2ns_in1k,256,6.4,93.6,33.4133,66.5867,9.31,0.887,bicubic -regnetx_080.pycls_in1k,224,6.4,93.6,32.3067,67.6933,39.57,0.875,bicubic -resnet34d.ra2_in1k,224,6.3733,93.6267,31.64,68.36,21.82,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,6.36,93.64,33.2267,66.7733,6.0,0.965,bicubic -regnety_004.tv2_in1k,224,6.3467,93.6533,30.4133,69.5867,4.34,0.965,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,6.3467,93.6533,30.8133,69.1867,21.8,0.9,bicubic -resnet50.a3_in1k,224,6.3333,93.6667,31.5467,68.4533,25.56,0.95,bicubic -repvgg_b1.rvgg_in1k,224,6.32,93.68,33.6133,66.3867,57.42,0.875,bilinear -ecaresnet50t.a3_in1k,160,6.2933,93.7067,30.3867,69.6133,25.57,0.95,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,6.2267,93.7733,31.28,68.72,11.69,0.875,bilinear -resnet101.a3_in1k,160,6.2,93.8,28.88,71.12,44.55,0.95,bicubic -edgenext_x_small.in1k,256,6.16,93.84,29.6267,70.3733,2.34,0.9,bicubic -resnet26d.bt_in1k,288,6.1467,93.8533,32.8533,67.1467,16.01,0.95,bicubic -pit_ti_224.in1k,224,6.0667,93.9333,30.0667,69.9333,4.85,0.9,bicubic -legacy_seresnet50.in1k,224,6.0667,93.9333,32.3867,67.6133,28.09,0.875,bilinear -resnet152.tv_in1k,224,6.0533,93.9467,31.4667,68.5333,60.19,0.875,bilinear -tf_efficientnet_cc_b0_4e.in1k,224,6.0,94.0,29.5067,70.4933,13.31,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,5.9867,94.0133,30.4533,69.5467,6.27,1.0,bicubic -resnet26t.ra2_in1k,256,5.96,94.04,31.8933,68.1067,16.01,0.94,bicubic -tf_efficientnetv2_b0.in1k,224,5.92,94.08,30.6133,69.3867,7.14,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,5.9067,94.0933,18.2267,81.7733,208.2,0.875,bicubic -wide_resnet50_2.tv_in1k,224,5.88,94.12,31.8667,68.1333,68.88,0.875,bilinear -dla102.in1k,224,5.8533,94.1467,32.7333,67.2667,33.27,0.875,bilinear -resnetv2_18d.ra4_e3600_r224_in1k,288,5.8,94.2,29.8,70.2,11.71,1.0,bicubic -resnet50.ram_in1k,224,5.8,94.2,29.08,70.92,25.56,0.875,bicubic -resnetrs50.tf_in1k,160,5.7867,94.2133,27.6533,72.3467,35.69,0.91,bicubic -regnetx_040.pycls_in1k,224,5.7733,94.2267,31.2133,68.7867,22.12,0.875,bicubic -convnext_atto_ols.a2_in1k,224,5.76,94.24,29.4533,70.5467,3.7,0.875,bicubic -selecsls60.in1k,224,5.7467,94.2533,32.3467,67.6533,30.67,0.875,bicubic -resnet50.bt_in1k,224,5.68,94.32,31.8933,68.1067,25.56,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,5.64,94.36,29.0933,70.9067,5.48,0.95,bicubic -regnety_016.pycls_in1k,224,5.6133,94.3867,30.4933,69.5067,11.2,0.875,bicubic -hardcorenas_c.miil_green_in1k,224,5.6,94.4,30.1467,69.8533,5.52,0.875,bilinear -resnet34.ra4_e3600_r224_in1k,224,5.5867,94.4133,31.0133,68.9867,21.8,0.9,bicubic -hrnet_w18_small_v2.gluon_in1k,224,5.5867,94.4133,31.8533,68.1467,15.6,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,288,5.5333,94.4667,29.24,70.76,11.71,1.0,bicubic -res2next50.in1k,224,5.5333,94.4667,30.6533,69.3467,24.67,0.875,bilinear -resnext50_32x4d.a3_in1k,160,5.52,94.48,27.8533,72.1467,25.03,0.95,bicubic -seresnet50.a3_in1k,224,5.5067,94.4933,30.2133,69.7867,28.09,0.95,bicubic -resnet34.a1_in1k,224,5.48,94.52,27.6,72.4,21.8,0.95,bicubic -cs3darknet_focus_m.c2ns_in1k,256,5.4667,94.5333,31.8667,68.1333,9.3,0.887,bicubic -hrnet_w18.ms_in1k,224,5.4667,94.5333,30.84,69.16,21.3,0.875,bilinear -ghostnetv2_100.in1k,224,5.4533,94.5467,28.8267,71.1733,6.16,0.875,bicubic -tf_efficientnet_lite2.in1k,260,5.36,94.64,31.0,69.0,6.09,0.89,bicubic -resnest14d.gluon_in1k,224,5.3333,94.6667,28.56,71.44,10.61,0.875,bilinear -tf_efficientnet_b0.ap_in1k,224,5.3067,94.6933,28.8533,71.1467,5.29,0.875,bicubic -tf_efficientnetv2_b1.in1k,192,5.2933,94.7067,28.4933,71.5067,8.14,0.882,bicubic -resnext26ts.ra2_in1k,288,5.2933,94.7067,29.4,70.6,10.3,1.0,bicubic -gernet_s.idstcv_in1k,224,5.2667,94.7333,30.0133,69.9867,8.17,0.875,bilinear -efficientvit_m4.r224_in1k,224,5.2533,94.7467,27.7733,72.2267,8.8,0.875,bicubic -tf_efficientnet_em.in1k,240,5.2133,94.7867,30.6933,69.3067,6.9,0.882,bicubic -efficientvit_m3.r224_in1k,224,5.2,94.8,27.4133,72.5867,6.9,0.875,bicubic -resnet34.bt_in1k,288,5.2,94.8,29.3067,70.6933,21.8,0.95,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,5.2,94.8,26.6933,73.3067,3.05,1.0,bicubic -tf_efficientnet_b0.aa_in1k,224,5.1867,94.8133,29.0533,70.9467,5.29,0.875,bicubic -densenet121.ra_in1k,224,5.1733,94.8267,29.5333,70.4667,7.98,0.875,bicubic -shvit_s2.in1k,224,5.1733,94.8267,27.3867,72.6133,11.48,0.875,bicubic -convnext_atto.d2_in1k,224,5.16,94.84,28.8533,71.1467,3.7,0.875,bicubic -repvgg_b1g4.rvgg_in1k,224,5.1067,94.8933,30.4667,69.5333,39.97,0.875,bilinear -mobilenetv1_100h.ra4_e3600_r224_in1k,256,5.0933,94.9067,28.48,71.52,5.28,0.95,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,320,5.0933,94.9067,29.9867,70.0133,3.77,1.0,bicubic -mobilenetv3_large_100.ra_in1k,224,5.08,94.92,28.0533,71.9467,5.48,0.875,bicubic -res2net50_26w_4s.in1k,224,5.0667,94.9333,29.0533,70.9467,25.7,0.875,bilinear -tf_mixnet_m.in1k,224,5.04,94.96,28.32,71.68,5.01,0.875,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,4.9733,95.0267,26.8133,73.1867,6.34,0.9,bicubic -hardcorenas_a.miil_green_in1k,224,4.96,95.04,27.9467,72.0533,5.26,0.875,bilinear -mobilenetv1_125.ra4_e3600_r224_in1k,224,4.9467,95.0533,28.28,71.72,6.27,0.9,bicubic -regnetx_004_tv.tv2_in1k,224,4.9333,95.0667,27.4533,72.5467,5.5,0.965,bicubic -mixnet_s.ft_in1k,224,4.92,95.08,28.84,71.16,4.13,0.875,bicubic -regnetx_032.pycls_in1k,224,4.88,95.12,29.88,70.12,15.3,0.875,bicubic -res2net50_14w_8s.in1k,224,4.88,95.12,28.44,71.56,25.06,0.875,bilinear -tf_efficientnetv2_b0.in1k,192,4.8533,95.1467,26.5733,73.4267,7.14,0.875,bicubic -repghostnet_130.in1k,224,4.84,95.16,29.48,70.52,5.48,0.875,bicubic -hardcorenas_b.miil_green_in1k,224,4.8267,95.1733,27.7733,72.2267,5.18,0.875,bilinear -mobilenetv3_rw.rmsp_in1k,224,4.8133,95.1867,29.8533,70.1467,5.48,0.875,bicubic -xcit_nano_12_p16_224.fb_in1k,224,4.8133,95.1867,25.2533,74.7467,3.05,1.0,bicubic -resnet50c.gluon_in1k,224,4.7867,95.2133,27.76,72.24,25.58,0.875,bicubic -starnet_s2.in1k,224,4.7467,95.2533,27.68,72.32,3.68,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,4.6933,95.3067,26.9867,73.0133,3.77,0.95,bicubic -fasternet_t1.in1k,224,4.6933,95.3067,26.4133,73.5867,7.6,1.0,bicubic -resnext26ts.ra2_in1k,256,4.6933,95.3067,28.8,71.2,10.3,0.9,bicubic -resnext50_32x4d.tv_in1k,224,4.68,95.32,29.84,70.16,25.03,0.875,bilinear -selecsls42b.in1k,224,4.6533,95.3467,28.3067,71.6933,32.46,0.875,bicubic -densenet161.tv_in1k,224,4.6267,95.3733,29.4533,70.5467,28.68,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,4.6133,95.3867,27.04,72.96,11.69,1.0,bicubic -swiftformer_xs.dist_in1k,224,4.6133,95.3867,26.36,73.64,3.48,0.95,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,4.6133,95.3867,27.1067,72.8933,4.23,0.95,bicubic -starnet_s1.in1k,224,4.56,95.44,25.84,74.16,2.87,0.875,bicubic -resnet101.tv_in1k,224,4.56,95.44,29.0133,70.9867,44.55,0.875,bilinear -mobileone_s2.apple_in1k,224,4.48,95.52,28.8667,71.1333,7.88,0.9,bilinear -tf_efficientnet_lite1.in1k,240,4.48,95.52,28.32,71.68,5.42,0.882,bicubic -mobilenetv2_120d.ra_in1k,224,4.4667,95.5333,29.12,70.88,5.83,0.875,bicubic -resnet34.a2_in1k,224,4.4267,95.5733,24.4133,75.5867,21.8,0.95,bicubic -tf_efficientnet_b0.in1k,224,4.4133,95.5867,26.76,73.24,5.29,0.875,bicubic -resnet50d.a3_in1k,160,4.3733,95.6267,26.1467,73.8533,25.58,0.95,bicubic -pvt_v2_b0.in1k,224,4.3467,95.6533,25.7067,74.2933,3.67,0.9,bicubic -shvit_s1.in1k,224,4.3333,95.6667,24.7333,75.2667,6.33,0.875,bicubic -inception_next_atto.sail_in1k,224,4.3333,95.6667,27.4267,72.5733,4.16,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,4.3067,95.6933,24.3067,75.6933,88.22,0.9,bicubic -tinynet_b.in1k,188,4.2533,95.7467,26.8,73.2,3.73,0.875,bicubic -repghostnet_111.in1k,224,4.24,95.76,26.3067,73.6933,4.54,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,4.2267,95.7733,25.7867,74.2133,5.28,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,4.2267,95.7733,26.1467,73.8533,3.77,0.95,bicubic -fbnetc_100.rmsp_in1k,224,4.2133,95.7867,25.88,74.12,5.57,0.875,bilinear -mobilenetv1_100.ra4_e3600_r224_in1k,224,4.1733,95.8267,25.28,74.72,4.23,0.875,bicubic -edgenext_xx_small.in1k,288,4.1733,95.8267,24.0,76.0,1.33,1.0,bicubic -resnet50.am_in1k,224,4.1333,95.8667,28.5467,71.4533,25.56,0.875,bicubic -efficientnet_es_pruned.in1k,224,4.12,95.88,26.8,73.2,5.44,0.875,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,4.0667,95.9333,25.7067,74.2933,3.77,0.95,bicubic -resnet50.gluon_in1k,224,4.0533,95.9467,26.8,73.2,25.56,0.875,bicubic -resnet26d.bt_in1k,224,4.04,95.96,28.36,71.64,16.01,0.875,bicubic -densenet201.tv_in1k,224,3.9867,96.0133,27.2667,72.7333,20.01,0.875,bicubic -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,3.9733,96.0267,24.16,75.84,2.16,0.9,bicubic -tf_mixnet_s.in1k,224,3.9467,96.0533,25.2533,74.7467,4.13,0.875,bicubic -semnasnet_100.rmsp_in1k,224,3.9467,96.0533,26.92,73.08,3.89,0.875,bicubic -mobilevitv2_050.cvnets_in1k,256,3.9333,96.0667,23.6667,76.3333,1.37,0.888,bicubic -dpn68.mx_in1k,224,3.9067,96.0933,25.6,74.4,12.61,0.875,bicubic -resnet26.bt_in1k,288,3.9067,96.0933,28.1333,71.8667,16.0,0.95,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,224,3.8933,96.1067,24.6267,75.3733,11.71,0.9,bicubic -repvgg_a2.rvgg_in1k,224,3.8533,96.1467,27.3067,72.6933,28.21,0.875,bilinear -tf_efficientnet_es.in1k,224,3.84,96.16,26.0933,73.9067,5.44,0.875,bicubic -resnet18.a1_in1k,288,3.8133,96.1867,23.0,77.0,11.69,1.0,bicubic -semnasnet_075.rmsp_in1k,224,3.8,96.2,26.6,73.4,2.91,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,3.8,96.2,22.1333,77.8667,1.27,0.9,bicubic -resnet18d.ra2_in1k,288,3.76,96.24,25.72,74.28,11.71,0.95,bicubic -edgenext_xx_small.in1k,256,3.76,96.24,23.4533,76.5467,1.33,0.9,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,3.7467,96.2533,25.2933,74.7067,11.69,0.875,bilinear -regnety_008.pycls_in1k,224,3.7467,96.2533,26.8667,73.1333,6.26,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,3.72,96.28,24.4667,75.5333,3.77,0.875,bicubic -densenet169.tv_in1k,224,3.7067,96.2933,25.5733,74.4267,14.15,0.875,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,3.6667,96.3333,23.4,76.6,2.16,0.875,bicubic -mobilenetv2_140.ra_in1k,224,3.6667,96.3333,26.4533,73.5467,6.11,0.875,bicubic -tf_mobilenetv3_large_100.in1k,224,3.6533,96.3467,24.96,75.04,5.48,0.875,bilinear -mobilenetv4_conv_small.e2400_r224_in1k,224,3.6533,96.3467,24.4133,75.5867,3.77,0.875,bicubic -dla60.in1k,224,3.64,96.36,28.0133,71.9867,22.04,0.875,bilinear -res2net50_48w_2s.in1k,224,3.6,96.4,26.1867,73.8133,25.29,0.875,bilinear -repghostnet_100.in1k,224,3.56,96.44,24.32,75.68,4.07,0.875,bicubic -efficientnet_lite0.ra_in1k,224,3.5467,96.4533,26.32,73.68,4.65,0.875,bicubic -efficientvit_m2.r224_in1k,224,3.5467,96.4533,21.6,78.4,4.19,0.875,bicubic -seresnet50.a3_in1k,160,3.5333,96.4667,22.6267,77.3733,28.09,0.95,bicubic -regnetx_016.pycls_in1k,224,3.5333,96.4667,26.3467,73.6533,9.19,0.875,bicubic -regnety_006.pycls_in1k,224,3.5333,96.4667,25.1067,74.8933,6.06,0.875,bicubic -spnasnet_100.rmsp_in1k,224,3.5333,96.4667,24.3867,75.6133,4.42,0.875,bilinear -resnet18d.ra4_e3600_r224_in1k,224,3.4933,96.5067,24.56,75.44,11.71,0.9,bicubic -resnet34.a3_in1k,224,3.4,96.6,23.24,76.76,21.8,0.95,bicubic -ghostnet_100.in1k,224,3.4,96.6,25.1867,74.8133,5.18,0.875,bicubic -resnet50.a3_in1k,160,3.3733,96.6267,23.6,76.4,25.56,0.95,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,3.36,96.64,22.84,77.16,3.27,1.0,bicubic -legacy_seresnet34.in1k,224,3.32,96.68,23.7067,76.2933,21.96,0.875,bilinear -resnet18.a2_in1k,288,3.3067,96.6933,22.2533,77.7467,11.69,1.0,bicubic -resnet34.bt_in1k,224,3.2533,96.7467,24.4133,75.5867,21.8,0.875,bicubic -efficientvit_b0.r224_in1k,224,3.2533,96.7467,19.52,80.48,3.41,0.95,bicubic -test_vit3.r160_in1k,160,3.24,96.76,17.1333,82.8667,0.93,0.95,bicubic -dla34.in1k,224,3.24,96.76,23.6667,76.3333,15.74,0.875,bilinear -tinynet_c.in1k,184,3.2,96.8,21.36,78.64,2.46,0.875,bicubic -mnasnet_100.rmsp_in1k,224,3.1333,96.8667,24.3067,75.6933,4.38,0.875,bicubic -mobilenetv2_110d.ra_in1k,224,3.1333,96.8667,24.7867,75.2133,4.52,0.875,bicubic -regnety_004.pycls_in1k,224,3.08,96.92,22.6133,77.3867,4.34,0.875,bicubic -tf_efficientnet_lite0.in1k,224,3.0533,96.9467,22.8267,77.1733,4.65,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,3.04,96.96,22.1733,77.8267,11.69,0.9,bicubic -mobileone_s1.apple_in1k,224,3.04,96.96,25.0267,74.9733,4.83,0.9,bilinear -repghostnet_080.in1k,224,3.0267,96.9733,22.6267,77.3733,3.28,0.875,bicubic -skresnet18.ra_in1k,224,3.0267,96.9733,22.68,77.32,11.96,0.875,bicubic -efficientvit_m1.r224_in1k,224,2.9067,97.0933,19.5733,80.4267,2.98,0.875,bicubic -tf_mobilenetv3_large_075.in1k,224,2.8933,97.1067,21.7067,78.2933,3.99,0.875,bilinear -vgg19_bn.tv_in1k,224,2.8533,97.1467,23.5467,76.4533,143.68,0.875,bilinear -tinynet_d.in1k,152,2.7733,97.2267,17.7333,82.2667,2.34,0.875,bicubic -regnetx_008.pycls_in1k,224,2.72,97.28,22.36,77.64,7.26,0.875,bicubic -resnet14t.c3_in1k,224,2.72,97.28,19.8267,80.1733,10.08,0.95,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,2.6667,97.3333,20.6,79.4,3.27,0.887,bicubic -lcnet_100.ra2_in1k,224,2.6533,97.3467,20.5067,79.4933,2.95,0.875,bicubic -resnet34.gluon_in1k,224,2.64,97.36,21.6533,78.3467,21.8,0.875,bicubic -hrnet_w18_small_v2.ms_in1k,224,2.6267,97.3733,23.6,76.4,15.6,0.875,bilinear -fasternet_t0.in1k,224,2.6267,97.3733,19.1733,80.8267,3.91,1.0,bicubic -test_vit2.r160_in1k,160,2.6133,97.3867,13.36,86.64,0.46,0.95,bicubic -hrnet_w18_small.gluon_in1k,224,2.6,97.4,20.5867,79.4133,13.19,0.875,bicubic -repvgg_b0.rvgg_in1k,224,2.6,97.4,23.9067,76.0933,15.82,0.875,bilinear -test_convnext.r160_in1k,160,2.5733,97.4267,13.5867,86.4133,0.27,0.95,bicubic -vgg16_bn.tv_in1k,224,2.56,97.44,23.5867,76.4133,138.37,0.875,bilinear -vgg16.tv_in1k,224,2.56,97.44,19.9733,80.0267,138.36,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,256,2.5467,97.4533,16.8533,83.1467,2.24,0.95,bicubic -resnet18d.ra2_in1k,224,2.52,97.48,21.5333,78.4667,11.71,0.875,bicubic -legacy_seresnet18.in1k,224,2.4667,97.5333,19.88,80.12,11.78,0.875,bicubic -regnetx_006.pycls_in1k,224,2.4667,97.5333,20.72,79.28,6.2,0.875,bicubic -densenet121.tv_in1k,224,2.4667,97.5333,22.5333,77.4667,7.98,0.875,bicubic -test_nfnet.r160_in1k,160,2.4533,97.5467,11.8133,88.1867,0.38,0.95,bicubic -resnet18.a1_in1k,224,2.44,97.56,18.4667,81.5333,11.69,0.95,bicubic -resnet26.bt_in1k,224,2.4,97.6,22.84,77.16,16.0,0.875,bicubic -test_efficientnet_evos.r160_in1k,160,2.32,97.68,11.84,88.16,0.36,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,2.28,97.72,11.7067,88.2933,0.36,0.95,bicubic -test_vit.r160_in1k,160,2.28,97.72,12.6667,87.3333,0.37,0.95,bicubic -lcnet_075.ra2_in1k,224,2.28,97.72,17.1333,82.8667,2.36,0.875,bicubic -efficientvit_m0.r224_in1k,224,2.2667,97.7333,16.4133,83.5867,2.35,0.875,bicubic -repghostnet_058.in1k,224,2.2533,97.7467,18.4267,81.5733,2.55,0.875,bicubic -resnet34.a3_in1k,160,2.2533,97.7467,18.28,81.72,21.8,0.95,bicubic -resnet18.a3_in1k,224,2.2533,97.7467,17.52,82.48,11.69,0.95,bicubic -mobilenetv3_small_075.lamb_in1k,224,2.2267,97.7733,15.7333,84.2667,2.04,0.875,bicubic -mobilenetv2_100.ra_in1k,224,2.1733,97.8267,19.7333,80.2667,3.5,0.875,bicubic -test_resnet.r160_in1k,160,2.1467,97.8533,11.2133,88.7867,0.47,0.95,bilinear -tf_mobilenetv3_small_100.in1k,224,2.1467,97.8533,16.7733,83.2267,2.54,0.875,bilinear -repvgg_a1.rvgg_in1k,224,2.1467,97.8533,21.2267,78.7733,14.09,0.875,bilinear -test_efficientnet_ln.r160_in1k,160,2.1333,97.8667,10.4933,89.5067,0.36,0.95,bicubic -regnety_002.pycls_in1k,224,2.1333,97.8667,18.64,81.36,3.16,0.875,bicubic -resnet14t.c3_in1k,176,2.1333,97.8667,16.96,83.04,10.08,0.875,bicubic -mobileone_s0.apple_in1k,224,2.1067,97.8933,17.68,82.32,5.29,0.875,bilinear -vgg19.tv_in1k,224,2.1067,97.8933,20.48,79.52,143.67,0.875,bilinear -vgg13_bn.tv_in1k,224,2.08,97.92,20.0267,79.9733,133.05,0.875,bilinear -test_byobnet.r160_in1k,160,2.0533,97.9467,11.3333,88.6667,0.46,0.95,bicubic -test_efficientnet.r160_in1k,160,2.0133,97.9867,10.44,89.56,0.36,0.95,bicubic -test_convnext3.r160_in1k,160,2.0133,97.9867,13.16,86.84,0.47,0.95,bicubic -regnetx_004.pycls_in1k,224,1.9733,98.0267,19.08,80.92,5.16,0.875,bicubic -resnet18.a2_in1k,224,1.9733,98.0267,17.4667,82.5333,11.69,0.95,bicubic -tf_mobilenetv3_small_075.in1k,224,1.96,98.04,15.0133,84.9867,2.04,0.875,bilinear -mobilenetv3_small_100.lamb_in1k,224,1.9467,98.0533,16.92,83.08,2.54,0.875,bicubic -tinynet_e.in1k,106,1.9333,98.0667,13.9867,86.0133,2.04,0.875,bicubic -repghostnet_050.in1k,224,1.92,98.08,16.3467,83.6533,2.31,0.875,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,224,1.8933,98.1067,15.44,84.56,2.24,0.875,bicubic -test_convnext2.r160_in1k,160,1.8667,98.1333,13.2133,86.7867,0.48,0.95,bicubic -vgg13.tv_in1k,224,1.84,98.16,17.9333,82.0667,133.05,0.875,bilinear -resnet34.tv_in1k,224,1.84,98.16,19.8133,80.1867,21.8,0.875,bilinear -lcnet_050.ra2_in1k,224,1.7867,98.2133,13.1067,86.8933,1.88,0.875,bicubic -mobilenetv3_small_050.lamb_in1k,224,1.7733,98.2267,12.44,87.56,1.59,0.875,bicubic -mnasnet_small.lamb_in1k,224,1.76,98.24,15.0267,84.9733,2.03,0.875,bicubic -vgg11_bn.tv_in1k,224,1.7333,98.2667,18.1067,81.8933,132.87,0.875,bilinear -dla46x_c.in1k,224,1.72,98.28,16.3733,83.6267,1.07,0.875,bilinear -tf_mobilenetv3_large_minimal_100.in1k,224,1.6533,98.3467,17.3467,82.6533,3.92,0.875,bilinear -mobilenetv2_050.lamb_in1k,224,1.64,98.36,14.0533,85.9467,1.97,0.875,bicubic -resnet10t.c3_in1k,224,1.64,98.36,15.9067,84.0933,5.44,0.95,bicubic -vgg11.tv_in1k,224,1.6133,98.3867,15.9067,84.0933,132.86,0.875,bilinear -resnet18.gluon_in1k,224,1.6,98.4,16.7733,83.2267,11.69,0.875,bicubic -dla60x_c.in1k,224,1.6,98.4,17.76,82.24,1.32,0.875,bilinear -hrnet_w18_small.ms_in1k,224,1.5067,98.4933,18.12,81.88,13.19,0.875,bilinear -repvgg_a0.rvgg_in1k,224,1.4933,98.5067,17.4667,82.5333,9.11,0.875,bilinear -dla46_c.in1k,224,1.4933,98.5067,15.12,84.88,1.3,0.875,bilinear -resnet10t.c3_in1k,176,1.4267,98.5733,14.1333,85.8667,5.44,0.875,bicubic -resnet18.a3_in1k,160,1.3867,98.6133,13.7067,86.2933,11.69,0.95,bicubic -regnetx_002.pycls_in1k,224,1.2933,98.7067,14.9067,85.0933,2.68,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,1.1333,98.8667,11.4133,88.5867,2.04,0.875,bilinear -resnet18.tv_in1k,224,1.12,98.88,16.2,83.8,11.69,0.875,bilinear -resmlp_24_224.fb_dino,224,0.48,99.52,2.32,97.68,30.02,0.875,bicubic -resmlp_12_224.fb_dino,224,0.4133,99.5867,2.4267,97.5733,15.35,0.875,bicubic -resnet50.tv_in1k,224,0.04,99.96,14.36,85.64,25.56,0.875,bilinear +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,88.627,11.373,97.360,2.640,305.08,1.000,bicubic,-10.203,-2.510,+2 +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,88.413,11.587,97.040,2.960,305.08,1.000,bicubic,-10.527,-2.870,-1 +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,87.320,12.680,96.800,3.200,"1,014.45",1.000,bicubic,-11.500,-3.100,+1 +eva02_large_patch14_448.mim_m38m_ft_in1k,448,87.040,12.960,96.347,3.653,305.08,1.000,bicubic,-11.690,-3.443,+5 +eva02_large_patch14_448.mim_in22k_ft_in1k,448,86.227,13.773,95.880,4.120,305.08,1.000,bicubic,-12.623,-3.960,-3 +eva_giant_patch14_336.clip_ft_in1k,336,85.107,14.893,95.667,4.333,"1,013.01",1.000,bicubic,-13.703,-4.233,0 +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,85.013,14.987,96.253,3.747,"1,013.01",1.000,bicubic,-13.797,-3.567,-2 +tf_efficientnet_l2.ns_jft_in1k,800,84.680,15.320,96.053,3.947,480.31,0.960,bicubic,-13.860,-3.767,+12 +regnety_1280.swag_ft_in1k,384,83.800,16.200,96.187,3.813,644.81,1.000,bicubic,-14.650,-3.613,+20 +eva_large_patch14_336.in22k_ft_in22k_in1k,336,83.520,16.480,95.200,4.800,304.53,1.000,bicubic,-15.230,-4.610,-2 +tf_efficientnet_l2.ns_jft_in1k_475,475,83.373,16.627,95.480,4.520,480.31,0.936,bicubic,-15.127,-4.360,+11 +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,83.347,16.653,95.893,4.107,660.29,1.000,bicubic,-15.243,-3.977,+5 +maxvit_xlarge_tf_512.in21k_ft_in1k,512,83.120,16.880,95.347,4.653,475.77,1.000,bicubic,-15.500,-4.453,+2 +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,82.973,17.027,95.440,4.560,429.38,1.000,bicubic,-15.647,-4.360,-1 +beit_large_patch16_512.in22k_ft_in22k_in1k,512,82.960,17.040,95.720,4.280,305.67,1.000,bicubic,-15.600,-4.110,+3 +eva_large_patch14_336.in22k_ft_in1k,336,82.680,17.320,95.533,4.467,304.53,1.000,bicubic,-16.040,-4.337,-6 +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,81.773,18.227,94.613,5.387,414.14,1.000,bicubic,-17.007,-5.217,-10 +maxvit_large_tf_512.in21k_ft_in1k,512,81.693,18.307,94.987,5.013,212.33,1.000,bicubic,-16.917,-4.803,-2 +eva_giant_patch14_224.clip_ft_in1k,224,81.107,18.893,94.187,5.813,"1,012.56",0.900,bicubic,-17.353,-5.563,+9 +maxvit_base_tf_512.in21k_ft_in1k,512,81.053,18.947,94.320,5.680,119.88,1.000,bicubic,-17.587,-5.480,-8 +maxvit_xlarge_tf_384.in21k_ft_in1k,384,80.947,19.053,94.440,5.560,475.32,1.000,bicubic,-17.553,-5.340,+3 +beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.173,19.827,94.733,5.267,305.00,1.000,bicubic,-18.327,-5.087,+1 +caformer_b36.sail_in22k_ft_in1k_384,384,79.587,20.413,94.320,5.680,98.75,1.000,bicubic,-18.853,-5.500,+8 +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.373,20.627,94.547,5.453,660.29,1.000,bicubic,-19.297,-5.313,-13 +deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.320,20.680,93.627,6.373,304.76,1.000,bicubic,-19.140,-6.123,+2 +maxvit_large_tf_384.in21k_ft_in1k,384,78.120,21.880,93.213,6.787,212.03,1.000,bicubic,-20.370,-6.537,-1 +eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.840,22.160,93.200,6.800,87.12,1.000,bicubic,-20.600,-6.620,+5 +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.547,22.453,93.053,6.947,87.12,1.000,bicubic,-21.073,-6.777,-14 +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,77.240,22.760,93.760,6.240,136.50,1.000,bicubic,-21.160,-6.050,+7 +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,77.240,22.760,93.613,6.387,136.33,1.000,bicubic,-21.000,-6.197,+20 +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,77.133,22.867,93.667,6.333,304.53,1.000,bicubic,-21.137,-6.103,+13 +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,76.880,23.120,94.213,5.787,846.47,1.000,bicubic,-21.570,-5.657,-2 +maxvit_base_tf_384.in21k_ft_in1k,384,76.707,23.293,92.387,7.613,119.65,1.000,bicubic,-21.813,-7.363,-12 +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.600,23.400,93.293,6.707,304.43,0.950,bicubic,-21.950,-6.467,-15 +eva_large_patch14_196.in22k_ft_in22k_in1k,196,75.400,24.600,91.627,8.373,304.14,1.000,bicubic,-23.020,-8.183,0 +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,74.827,25.173,91.480,8.520,116.14,1.000,bicubic,-23.353,-8.300,+21 +regnety_1280.swag_lc_in1k,224,74.507,25.493,91.627,8.373,644.81,0.965,bicubic,-23.173,-8.093,+99 +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,74.347,25.653,92.360,7.640,196.74,1.000,bicubic,-23.813,-7.350,+25 +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,74.240,25.760,92.307,7.693,632.46,1.000,bicubic,-24.190,-7.513,-6 +regnety_320.swag_ft_in1k,384,74.000,26.000,92.880,7.120,145.05,1.000,bicubic,-24.080,-6.980,+33 +caformer_m36.sail_in22k_ft_in1k_384,384,73.920,26.080,91.347,8.653,56.20,1.000,bicubic,-24.230,-8.433,+25 +convformer_b36.sail_in22k_ft_in1k_384,384,73.653,26.347,91.640,8.360,99.88,1.000,bicubic,-24.607,-8.190,+3 +eva_large_patch14_196.in22k_ft_in1k,196,73.040,26.960,91.347,8.653,304.14,1.000,bicubic,-25.320,-8.483,-5 +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,72.533,27.467,91.360,8.640,134.42,1.000,bicubic,-25.667,-8.420,+11 +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,72.173,27.827,90.813,9.187,304.20,1.000,bicubic,-26.057,-8.907,+6 +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,71.840,28.160,91.840,8.160,87.92,1.000,bicubic,-26.310,-7.910,+19 +vit_large_patch14_clip_224.openai_ft_in1k,224,71.827,28.173,91.360,8.640,304.20,1.000,bicubic,-26.333,-8.300,+17 +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,71.453,28.547,89.813,10.187,304.53,1.000,bicubic,-26.877,-9.947,-7 +deit3_base_patch16_384.fb_in22k_ft_in1k,384,71.293,28.707,89.880,10.120,86.88,1.000,bicubic,-26.547,-9.790,+58 +convnext_xlarge.fb_in22k_ft_in1k_384,384,71.187,28.813,90.813,9.187,350.20,1.000,bicubic,-27.233,-8.957,-17 +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,71.187,28.813,89.707,10.293,73.88,1.000,bicubic,-26.883,-10.063,+25 +vit_large_patch16_384.augreg_in21k_ft_in1k,384,71.053,28.947,89.680,10.320,304.72,1.000,bicubic,-27.197,-10.120,-3 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,70.920,29.080,90.867,9.133,200.13,1.000,bicubic,-27.560,-8.883,-27 +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,70.893,29.107,90.547,9.453,632.05,1.000,bicubic,-27.397,-9.233,-12 +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,70.800,29.200,90.507,9.493,196.74,1.000,bicubic,-27.230,-9.183,+25 +caformer_s36.sail_in22k_ft_in1k_384,384,70.747,29.253,90.427,9.573,39.30,1.000,bicubic,-27.253,-9.293,+27 +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,70.627,29.373,90.560,9.440,64.27,1.000,bicubic,-27.543,-9.190,+5 +convnextv2_large.fcmae_ft_in22k_in1k_384,384,70.213,29.787,89.600,10.400,197.96,1.000,bicubic,-28.167,-10.160,-21 +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.187,29.813,90.800,9.200,632.13,1.000,bicubic,-27.983,-8.970,+2 +beit3_large_patch16_224.in22k_ft_in1k,224,70.160,29.840,90.680,9.320,304.57,1.000,bicubic,-27.890,-9.070,+18 +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,70.080,29.920,90.267,9.733,304.57,1.000,bicubic,-27.990,-9.433,+13 +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,70.027,29.973,90.440,9.560,116.09,1.000,bicubic,-28.233,-9.310,-16 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,69.853,30.147,90.707,9.293,200.13,1.000,bicubic,-28.427,-9.063,-20 +volo_d5_512.sail_in1k,512,69.467,30.533,90.587,9.413,296.09,1.150,bicubic,-28.333,-9.023,+53 +caformer_b36.sail_in22k_ft_in1k,224,69.453,30.547,90.213,9.787,98.75,1.000,bicubic,-28.717,-9.517,-7 +beit_large_patch16_224.in22k_ft_in22k_in1k,224,69.053,30.947,89.973,10.027,304.43,0.900,bicubic,-29.117,-9.757,-7 +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,68.627,31.373,88.573,11.427,149.39,1.000,bicubic,-29.573,-11.197,-13 +deit3_large_patch16_224.fb_in22k_ft_in1k,224,68.573,31.427,89.960,10.040,304.37,1.000,bicubic,-29.597,-9.800,-8 +convformer_m36.sail_in22k_ft_in1k_384,384,68.520,31.480,89.160,10.840,57.05,1.000,bicubic,-29.500,-10.530,+12 +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,68.493,31.507,89.693,10.307,101.66,1.000,bicubic,-29.847,-10.067,-30 +convnext_xlarge.fb_in22k_ft_in1k,288,68.240,31.760,90.120,9.880,350.20,1.000,bicubic,-29.880,-9.660,-2 +regnety_160.swag_ft_in1k,384,68.093,31.907,90.680,9.320,83.59,1.000,bicubic,-29.697,-9.080,+48 +maxvit_base_tf_512.in1k,512,68.093,31.907,88.547,11.453,119.88,1.000,bicubic,-29.707,-11.103,+48 +volo_d5_448.sail_in1k,448,67.960,32.040,89.733,10.267,295.91,1.150,bicubic,-29.790,-9.897,+56 +maxvit_large_tf_512.in1k,512,67.667,32.333,87.693,12.307,212.33,1.000,bicubic,-30.163,-12.067,+37 +beitv2_large_patch16_224.in1k_ft_in1k,224,67.627,32.373,88.733,11.267,304.43,0.950,bicubic,-30.293,-10.927,+17 +convnext_large.fb_in22k_ft_in1k_384,384,67.387,32.613,88.880,11.120,197.77,1.000,bicubic,-30.873,-10.880,-29 +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,67.373,32.627,88.507,11.493,196.74,0.900,bicubic,-30.467,-11.163,+31 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,67.267,32.733,89.960,10.040,200.13,1.000,bicubic,-30.993,-9.820,-32 +tf_efficientnet_b7.ns_jft_in1k,600,67.187,32.813,88.533,11.467,66.35,0.949,bicubic,-30.713,-11.157,+16 +tf_efficientnetv2_xl.in21k_ft_in1k,512,67.160,32.840,87.147,12.853,208.12,1.000,bicubic,-30.740,-12.483,+18 +vit_large_patch14_clip_336.laion2b_ft_in1k,336,67.053,32.947,88.907,11.093,304.53,1.000,bicubic,-31.177,-10.813,-30 +beit_base_patch16_384.in22k_ft_in22k_in1k,384,67.013,32.987,89.093,10.907,86.74,1.000,bicubic,-30.817,-10.607,+28 +convnextv2_large.fcmae_ft_in22k_in1k,288,66.880,33.120,88.880,11.120,197.96,1.000,bicubic,-31.240,-10.790,-16 +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,66.853,33.147,88.147,11.853,304.20,1.000,bicubic,-31.237,-11.613,-13 +convnext_large.fb_in22k_ft_in1k,288,66.333,33.667,88.987,11.013,197.77,1.000,bicubic,-31.797,-10.763,-19 +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,66.307,33.693,88.680,11.320,136.06,1.000,bicubic,-31.913,-11.050,-34 +volo_d4_448.sail_in1k,448,66.293,33.707,89.013,10.987,193.41,1.150,bicubic,-31.387,-10.597,+49 +hiera_huge_224.mae_in1k_ft_in1k,224,66.253,33.747,86.573,13.427,672.78,0.900,bicubic,-31.717,-13.037,-4 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,66.013,33.987,87.813,12.187,93.59,1.000,bicubic,-31.947,-11.887,-4 +convnextv2_large.fcmae_ft_in22k_in1k,224,65.933,34.067,87.280,12.720,197.96,0.875,bicubic,-31.997,-12.400,-1 +convnextv2_base.fcmae_ft_in22k_in1k_384,384,65.813,34.187,87.840,12.160,88.72,1.000,bicubic,-32.547,-11.940,-53 +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,65.667,34.333,87.840,12.160,632.05,1.000,bicubic,-32.363,-11.890,-14 +regnety_320.swag_lc_in1k,224,65.547,34.453,88.040,11.960,145.05,0.965,bicubic,-31.603,-11.420,+158 +volo_d3_448.sail_in1k,448,65.520,34.480,87.373,12.627,86.63,1.000,bicubic,-32.030,-12.287,+66 +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.387,34.613,88.333,11.667,60.60,1.000,bicubic,-32.383,-11.377,+29 +nextvit_large.bd_ssld_6m_in1k_384,384,65.373,34.627,88.587,11.413,57.87,1.000,bicubic,-32.567,-11.203,-8 +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,65.293,34.707,88.587,11.413,87.90,1.000,bicubic,-32.577,-11.123,+4 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,64.960,35.040,87.920,12.080,101.66,1.000,bicubic,-33.160,-11.850,-29 +efficientvit_l3.r384_in1k,384,64.853,35.147,87.040,12.960,246.04,1.000,bicubic,-32.737,-12.580,+57 +convnextv2_huge.fcmae_ft_in1k,288,64.533,35.467,87.187,12.813,660.29,1.000,bicubic,-33.377,-12.493,-7 +tf_efficientnetv2_l.in21k_ft_in1k,480,64.520,35.480,87.667,12.333,118.52,1.000,bicubic,-33.310,-11.893,+8 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,64.520,35.480,87.067,12.933,93.59,0.950,bicubic,-33.430,-12.693,-16 +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,64.520,35.480,85.867,14.133,116.14,0.950,bicubic,-33.280,-13.783,+16 +convnext_xlarge.fb_in22k_ft_in1k,224,63.787,36.213,87.387,12.613,350.20,0.875,bicubic,-34.133,-12.293,-13 +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.467,36.533,87.667,12.333,87.92,0.900,bicubic,-34.213,-11.973,+29 +maxvit_large_tf_384.in1k,384,63.400,36.600,85.187,14.813,212.03,1.000,bicubic,-34.190,-14.403,+49 +convformer_b36.sail_in22k_ft_in1k,224,63.373,36.627,86.480,13.520,99.88,1.000,bicubic,-34.577,-13.260,-21 +convnext_base.fb_in22k_ft_in1k_384,384,63.307,36.693,86.827,13.173,88.59,1.000,bicubic,-34.793,-12.823,-38 +convformer_s36.sail_in22k_ft_in1k_384,384,63.027,36.973,86.773,13.227,40.01,1.000,bicubic,-34.823,-12.917,-5 +vit_base_patch16_384.augreg_in21k_ft_in1k,384,63.027,36.973,86.080,13.920,86.86,1.000,bicubic,-34.793,-13.590,+3 +maxvit_small_tf_512.in1k,512,62.840,37.160,86.467,13.533,69.13,1.000,bicubic,-34.920,-13.193,+15 +nextvit_base.bd_ssld_6m_in1k_384,384,62.773,37.227,87.893,12.107,44.82,1.000,bicubic,-35.097,-11.867,-12 +maxvit_base_tf_384.in1k,384,62.467,37.533,85.133,14.867,119.65,1.000,bicubic,-35.123,-14.387,+41 +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,62.307,37.693,86.560,13.440,134.13,0.950,bicubic,-35.453,-12.990,+11 +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.240,37.760,85.893,14.107,86.58,0.900,bicubic,-35.500,-13.747,+15 +caformer_b36.sail_in1k_384,384,62.093,37.907,84.480,15.520,98.75,1.000,bicubic,-35.417,-15.110,+52 +convnextv2_base.fcmae_ft_in22k_in1k,288,62.067,37.933,87.053,12.947,88.72,1.000,bicubic,-35.993,-12.697,-42 +cait_m48_448.fb_dist_in1k,448,62.067,37.933,86.467,13.533,356.46,1.000,bicubic,-35.423,-13.153,+54 +tf_efficientnet_b6.ns_jft_in1k,528,61.853,38.147,85.027,14.973,43.04,0.942,bicubic,-35.767,-14.553,+27 +convnextv2_huge.fcmae_ft_in1k,224,61.853,38.147,84.640,15.360,660.29,0.875,bicubic,-35.797,-14.980,+21 +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,61.480,38.520,85.573,14.427,86.53,0.900,bicubic,-36.220,-14.107,+12 +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,61.333,38.667,86.600,13.400,196.53,0.900,bicubic,-36.307,-12.960,+21 +convnext_base.fb_in22k_ft_in1k,288,61.253,38.747,86.480,13.520,88.59,1.000,bicubic,-36.597,-13.160,-20 +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,61.187,38.813,83.787,16.213,329.09,1.000,bicubic,-36.663,-15.883,-20 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,61.147,38.853,85.840,14.160,93.59,1.000,bicubic,-36.783,-13.930,-35 +caformer_m36.sail_in22k_ft_in1k,224,60.973,39.027,84.973,15.027,56.20,1.000,bicubic,-36.867,-14.707,-19 +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,60.893,39.107,85.293,14.707,64.11,0.950,bicubic,-36.817,-14.347,+4 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,60.733,39.267,86.693,13.307,200.13,1.000,bicubic,-37.247,-13.007,-45 +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,60.693,39.307,84.413,15.587,73.88,0.950,bicubic,-36.947,-15.157,+13 +regnety_160.swag_lc_in1k,224,60.533,39.467,85.853,14.147,83.59,0.965,bicubic,-36.297,-13.807,+203 +convnextv2_base.fcmae_ft_in22k_in1k,224,60.520,39.480,85.053,14.947,88.72,0.875,bicubic,-37.380,-14.507,-35 +convnext_small.in12k_ft_in1k_384,384,60.507,39.493,84.813,15.187,50.22,1.000,bicubic,-37.293,-14.877,-15 +convnext_large.fb_in22k_ft_in1k,224,60.480,39.520,85.147,14.853,197.77,0.875,bicubic,-37.370,-14.523,-31 +caformer_m36.sail_in1k_384,384,60.347,39.653,84.813,15.187,56.20,1.000,bicubic,-37.103,-14.787,+45 +deit3_large_patch16_384.fb_in1k,384,60.227,39.773,85.533,14.467,304.76,1.000,bicubic,-37.213,-14.057,+47 +coatnet_2_rw_224.sw_in12k_ft_in1k,224,60.160,39.840,84.613,15.387,73.87,0.950,bicubic,-37.370,-14.997,+28 +vit_large_patch14_clip_224.laion2b_ft_in1k,224,60.053,39.947,85.853,14.147,304.20,1.000,bicubic,-37.857,-13.797,-43 +tf_efficientnet_b5.ns_jft_in1k,456,59.920,40.080,84.280,15.720,30.39,0.934,bicubic,-37.550,-15.360,+37 +xcit_large_24_p8_384.fb_dist_in1k,384,59.893,40.107,85.360,14.640,188.93,1.000,bicubic,-37.637,-14.180,+26 +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,59.840,40.160,84.960,15.040,116.09,0.950,bicubic,-37.910,-14.660,-14 +efficientvit_l3.r320_in1k,320,59.840,40.160,84.933,15.067,246.04,1.000,bicubic,-37.570,-14.567,+48 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,59.720,40.280,84.493,15.507,101.66,1.000,bicubic,-38.180,-15.097,-43 +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,59.627,40.373,84.200,15.800,86.86,0.950,bicubic,-38.563,-15.470,-88 +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,59.560,40.440,83.160,16.840,936.53,1.000,bilinear,-37.930,-16.440,+27 +tf_efficientnetv2_m.in21k_ft_in1k,480,59.080,40.920,84.480,15.520,54.14,1.000,bicubic,-38.730,-15.210,-31 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,58.840,41.160,85.787,14.213,88.59,1.000,bicubic,-39.210,-13.953,-70 +maxvit_tiny_tf_512.in1k,512,58.627,41.373,84.653,15.347,31.05,1.000,bicubic,-38.943,-14.907,+11 +vit_base_patch8_224.augreg_in21k_ft_in1k,224,58.480,41.520,82.573,17.427,86.58,0.900,bicubic,-39.100,-17.097,+9 +volo_d2_384.sail_in1k,384,58.427,41.573,84.280,15.720,58.87,1.000,bicubic,-38.893,-15.310,+59 +caformer_s18.sail_in22k_ft_in1k_384,384,58.413,41.587,85.440,14.560,26.34,1.000,bicubic,-39.027,-14.020,+33 +tf_efficientnetv2_xl.in21k_ft_in1k,384,58.200,41.800,80.840,19.160,208.12,1.000,bicubic,-39.180,-18.730,+46 +nextvit_small.bd_ssld_6m_in1k_384,384,58.080,41.920,85.373,14.627,31.76,1.000,bicubic,-39.690,-14.217,-29 +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,58.027,41.973,83.200,16.800,64.11,0.950,bicubic,-39.603,-16.340,-9 +hiera_large_224.mae_in1k_ft_in1k,224,58.013,41.987,81.667,18.333,213.74,0.900,bicubic,-39.427,-17.963,+30 +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,57.920,42.080,80.707,19.293,468.53,0.875,bilinear,-39.450,-18.963,+43 +tiny_vit_21m_512.dist_in22k_ft_in1k,512,57.787,42.213,83.147,16.853,21.27,1.000,bicubic,-40.113,-16.573,-59 +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,57.773,42.227,81.867,18.133,86.86,1.000,bicubic,-40.237,-17.793,-76 +efficientvit_l2.r384_in1k,384,57.747,42.253,83.747,16.253,63.71,1.000,bicubic,-39.653,-15.673,+34 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.680,42.320,82.813,17.187,93.59,0.875,bicubic,-39.970,-16.877,-20 +cait_m36_384.fb_dist_in1k,384,57.667,42.333,84.707,15.293,271.22,1.000,bicubic,-39.733,-14.763,+30 +hgnetv2_b6.ssld_stage2_ft_in1k,288,57.547,42.453,84.173,15.827,75.26,1.000,bicubic,-40.253,-15.497,-46 +tiny_vit_21m_384.dist_in22k_ft_in1k,384,57.480,42.520,83.107,16.893,21.23,1.000,bicubic,-40.130,-16.513,-12 +dm_nfnet_f5.dm_in1k,544,57.347,42.653,82.080,17.920,377.21,0.954,bicubic,-40.433,-17.570,-41 +tf_efficientnetv2_l.in21k_ft_in1k,384,57.293,42.707,82.293,17.707,118.52,1.000,bicubic,-40.167,-17.307,+12 +convnext_base.clip_laiona_augreg_ft_in1k_384,384,57.173,42.827,84.720,15.280,88.59,1.000,bicubic,-40.437,-14.820,-14 +deit3_base_patch16_224.fb_in22k_ft_in1k,224,57.147,42.853,83.507,16.493,86.59,1.000,bicubic,-40.343,-16.113,+4 +deit3_small_patch16_384.fb_in22k_ft_in1k,384,57.133,42.867,83.013,16.987,22.21,1.000,bicubic,-39.997,-16.487,+87 +caformer_s36.sail_in1k_384,384,57.120,42.880,82.640,17.360,39.30,1.000,bicubic,-40.280,-16.900,+21 +hgnetv2_b6.ssld_stage1_in22k_in1k,288,57.093,42.907,84.240,15.760,75.26,1.000,bicubic,-40.717,-15.360,-56 +convnextv2_large.fcmae_ft_in1k,288,57.080,42.920,83.587,16.413,197.96,1.000,bicubic,-40.580,-16.003,-32 +volo_d5_224.sail_in1k,224,56.827,43.173,82.760,17.240,295.46,0.960,bicubic,-40.553,-16.610,+24 +rdnet_large.nv_in1k_ft_in1k_384,384,56.747,43.253,83.013,16.987,186.27,1.000,bicubic,-40.923,-16.537,-36 +dm_nfnet_f6.dm_in1k,576,56.747,43.253,81.533,18.467,438.36,0.956,bicubic,-41.033,-18.057,-51 +maxvit_small_tf_384.in1k,384,56.720,43.280,82.280,17.720,69.02,1.000,bicubic,-40.690,-17.110,+13 +regnety_160.lion_in12k_ft_in1k,288,56.680,43.320,83.893,16.107,83.59,1.000,bicubic,-40.770,-15.647,+5 +xcit_medium_24_p8_384.fb_dist_in1k,384,56.640,43.360,83.640,16.360,84.32,1.000,bicubic,-40.660,-15.890,+36 +convformer_m36.sail_in22k_ft_in1k,224,56.253,43.747,82.227,17.773,57.05,1.000,bicubic,-41.337,-17.303,-25 +dm_nfnet_f4.dm_in1k,512,56.253,43.747,81.373,18.627,316.07,0.951,bicubic,-41.377,-18.247,-32 +regnety_160.sw_in12k_ft_in1k,288,56.213,43.787,82.813,17.187,83.59,1.000,bicubic,-41.297,-16.767,-12 +efficientvit_l3.r256_in1k,256,56.147,43.853,81.333,18.667,246.04,1.000,bicubic,-40.883,-17.907,+104 +caformer_s36.sail_in22k_ft_in1k,224,55.560,44.440,81.893,18.107,39.30,1.000,bicubic,-42.050,-17.697,-32 +convformer_b36.sail_in1k_384,384,55.467,44.533,81.253,18.747,99.88,1.000,bicubic,-42.073,-18.227,-21 +vit_large_patch16_224.augreg_in21k_ft_in1k,224,55.293,44.707,79.680,20.320,304.33,0.900,bicubic,-42.347,-19.910,-42 +convnext_base.fb_in22k_ft_in1k,224,54.773,45.227,82.573,17.427,88.59,0.875,bicubic,-42.727,-17.037,-15 +convnextv2_large.fcmae_ft_in1k,224,54.680,45.320,81.160,18.840,197.96,0.875,bicubic,-42.670,-18.370,+15 +vit_base_patch16_clip_384.openai_ft_in1k,384,54.453,45.547,82.307,17.693,86.86,1.000,bicubic,-43.097,-17.243,-27 +xcit_small_24_p8_384.fb_dist_in1k,384,54.387,45.613,81.707,18.293,47.63,1.000,bicubic,-42.893,-17.793,+26 +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.347,45.653,80.813,19.187,98.95,1.000,bicubic,-42.833,-18.747,+55 +cait_s36_384.fb_dist_in1k,384,54.213,45.787,81.253,18.747,68.37,1.000,bicubic,-43.137,-18.277,+12 +deit3_huge_patch14_224.fb_in1k,224,54.147,45.853,81.920,18.080,632.13,0.900,bicubic,-42.733,-17.560,+134 +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,53.840,46.160,81.520,18.480,39.03,0.950,bicubic,-43.610,-18.080,-14 +volo_d1_384.sail_in1k,384,53.840,46.160,80.907,19.093,26.78,1.000,bicubic,-43.090,-18.343,+119 +beitv2_base_patch16_224.in1k_ft_in1k,224,53.640,46.360,81.827,18.173,86.53,0.900,bicubic,-43.530,-17.633,+53 +convformer_m36.sail_in1k_384,384,53.613,46.387,80.867,19.133,57.05,1.000,bicubic,-43.787,-18.643,-3 +dm_nfnet_f3.dm_in1k,416,53.560,46.440,79.293,20.707,254.92,0.940,bicubic,-43.920,-20.227,-22 +vit_base_patch16_clip_384.laion2b_ft_in1k,384,53.373,46.627,80.413,19.587,86.86,1.000,bicubic,-44.377,-19.297,-68 +deit3_base_patch16_384.fb_in1k,384,53.293,46.707,80.507,19.493,86.88,1.000,bicubic,-43.717,-18.983,+93 +convnext_small.fb_in22k_ft_in1k_384,384,53.160,46.840,81.467,18.533,50.22,1.000,bicubic,-44.460,-18.133,-52 +resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,53.040,46.960,76.880,23.120,194.03,0.875,bilinear,-43.880,-22.700,+115 +convnext_small.in12k_ft_in1k,288,52.987,47.013,81.307,18.693,50.22,1.000,bicubic,-44.353,-18.273,+4 +volo_d4_224.sail_in1k,224,52.867,47.133,80.560,19.440,192.96,0.960,bicubic,-44.433,-18.950,+10 +xcit_large_24_p16_384.fb_dist_in1k,384,52.827,47.173,81.733,18.267,189.10,1.000,bicubic,-44.713,-17.787,-39 +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,52.800,47.200,81.133,18.867,236.34,1.000,bilinear,-44.220,-18.107,+82 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,52.507,47.493,82.760,17.240,88.59,1.000,bicubic,-45.093,-16.960,-52 +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,52.400,47.600,79.840,20.160,387.93,1.000,bilinear,-44.610,-19.670,+83 +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,52.307,47.693,79.973,20.027,88.34,1.000,bicubic,-45.023,-19.627,0 +maxvit_tiny_tf_384.in1k,384,52.040,47.960,79.893,20.107,30.98,1.000,bicubic,-45.270,-19.607,+2 +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,52.027,47.973,80.467,19.533,60.40,0.950,bicubic,-45.193,-19.023,+24 +dm_nfnet_f5.dm_in1k,416,51.960,48.040,77.467,22.533,377.21,0.954,bicubic,-45.520,-22.093,-35 +swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,51.813,48.187,80.413,19.587,87.77,0.900,bicubic,-45.467,-19.177,+6 +regnety_120.sw_in12k_ft_in1k,288,51.800,48.200,80.653,19.347,51.82,1.000,bicubic,-45.470,-19.007,+11 +efficientvit_l3.r224_in1k,224,51.720,48.280,79.080,20.920,246.04,1.000,bicubic,-45.280,-20.450,+84 +convnext_small.fb_in22k_ft_in1k,288,51.547,48.453,81.333,18.667,50.22,1.000,bicubic,-45.803,-18.227,-11 +dm_nfnet_f6.dm_in1k,448,51.533,48.467,76.533,23.467,438.36,0.956,bicubic,-46.177,-23.077,-82 +efficientvit_l2.r288_in1k,288,51.360,48.640,79.973,20.027,63.71,1.000,bicubic,-45.700,-19.447,+64 +hgnetv2_b6.ssld_stage1_in22k_in1k,224,51.360,48.640,79.920,20.080,75.26,0.965,bicubic,-46.250,-19.690,-68 +resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,51.173,48.827,78.253,21.747,88.79,0.875,bilinear,-46.047,-21.337,+14 +eva02_small_patch14_336.mim_in22k_ft_in1k,336,51.067,48.933,79.013,20.987,22.13,1.000,bicubic,-46.083,-20.657,+34 +tf_efficientnet_b4.ns_jft_in1k,380,51.040,48.960,79.067,20.933,19.34,0.922,bicubic,-45.940,-20.263,+80 +efficientnet_b5.sw_in12k_ft_in1k,448,51.013,48.987,78.667,21.333,30.39,1.000,bicubic,-46.377,-20.883,-26 +hgnetv2_b6.ssld_stage2_ft_in1k,224,50.920,49.080,79.280,20.720,75.26,0.965,bicubic,-46.540,-20.360,-44 +tf_efficientnetv2_m.in21k_ft_in1k,384,50.920,49.080,78.520,21.480,54.14,1.000,bicubic,-46.290,-20.980,+17 +flexivit_large.1200ep_in1k,240,50.840,49.160,80.560,19.440,304.36,0.950,bicubic,-46.580,-19.040,-37 +beit_base_patch16_224.in22k_ft_in22k_in1k,224,50.747,49.253,79.893,20.107,86.53,0.900,bicubic,-46.323,-19.537,+49 +mvitv2_large.fb_in1k,224,50.640,49.360,78.067,21.933,217.99,0.900,bicubic,-46.290,-21.313,+86 +xcit_small_12_p8_384.fb_dist_in1k,384,50.547,49.453,79.640,20.360,26.21,1.000,bicubic,-46.683,-19.890,+4 +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,50.387,49.613,79.747,20.253,86.66,1.000,bicubic,-46.833,-19.833,+7 +efficientnet_x_b5.sw_r448_e450_in1k,576,50.333,49.667,78.627,21.373,33.44,1.000,bicubic,-46.717,-20.843,+52 +dm_nfnet_f4.dm_in1k,384,50.293,49.707,76.067,23.933,316.07,0.951,bicubic,-47.057,-23.413,-26 +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,50.240,49.760,78.200,21.800,86.57,0.950,bicubic,-47.210,-21.440,-49 +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,50.200,49.800,77.440,22.560,86.57,0.950,bicubic,-47.340,-22.070,-69 +tf_efficientnetv2_l.in1k,480,50.173,49.827,77.560,22.440,118.52,1.000,bicubic,-47.347,-21.990,-66 +convformer_s18.sail_in22k_ft_in1k_384,384,50.160,49.840,81.053,18.947,26.77,1.000,bicubic,-47.120,-18.377,-18 +convnext_tiny.in12k_ft_in1k_384,384,50.120,49.880,79.733,20.267,28.59,1.000,bicubic,-47.210,-19.747,-29 +convformer_s36.sail_in1k_384,384,50.080,49.920,78.907,21.093,40.01,1.000,bicubic,-47.200,-20.693,-18 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,50.080,49.920,77.707,22.293,236.34,1.000,bicubic,-46.750,-21.823,+100 +vit_base_patch16_384.orig_in21k_ft_in1k,384,50.053,49.947,77.600,22.400,86.86,1.000,bicubic,-46.657,-21.880,+132 +volo_d3_224.sail_in1k,224,50.000,50.000,78.320,21.680,86.33,0.960,bicubic,-47.110,-21.180,+25 +flexivit_large.600ep_in1k,240,49.973,50.027,79.973,20.027,304.36,0.950,bicubic,-47.307,-19.587,-25 +efficientnet_h_b5.sw_r448_e450_in1k,576,49.853,50.147,79.093,20.907,45.88,1.000,bicubic,-47.307,-20.447,+9 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,49.853,50.147,78.560,21.440,32.59,1.000,bicubic,-47.317,-20.960,+4 +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,49.733,50.267,78.733,21.267,86.57,0.900,bicubic,-47.427,-20.767,+7 +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,49.680,50.320,78.493,21.507,60.40,0.950,bicubic,-47.650,-20.987,-36 +beit3_base_patch16_224.in22k_ft_in1k,224,49.600,50.400,79.787,20.213,86.66,1.000,bicubic,-47.320,-19.803,+71 +nextvit_large.bd_ssld_6m_in1k,224,49.520,50.480,80.787,19.213,57.87,0.950,bicubic,-47.870,-18.883,-52 +inception_next_base.sail_in1k_384,384,49.493,50.507,78.560,21.440,86.67,1.000,bicubic,-47.777,-21.000,-23 +regnety_160.lion_in12k_ft_in1k,224,49.467,50.533,78.453,21.547,83.59,0.950,bicubic,-47.773,-21.097,-20 +cait_s24_384.fb_dist_in1k,384,49.413,50.587,78.653,21.347,47.06,1.000,bicubic,-47.657,-20.757,+28 +nextvit_large.bd_in1k_384,384,49.320,50.680,78.413,21.587,57.87,1.000,bicubic,-47.690,-20.897,+38 +xcit_medium_24_p16_384.fb_dist_in1k,384,49.267,50.733,79.747,20.253,84.40,1.000,bicubic,-48.043,-19.713,-40 +hiera_base_plus_224.mae_in1k_ft_in1k,224,49.240,50.760,76.533,23.467,69.90,0.900,bicubic,-47.710,-22.867,+56 +deit_base_distilled_patch16_384.fb_in1k,384,49.040,50.960,79.000,21.000,87.63,1.000,bicubic,-47.960,-20.220,+42 +regnety_160.sw_in12k_ft_in1k,224,49.013,50.987,77.733,22.267,83.59,0.950,bicubic,-48.207,-21.857,-20 +caformer_s18.sail_in1k_384,384,48.893,51.107,78.720,21.280,26.34,1.000,bicubic,-48.177,-20.790,+21 +coat_lite_medium_384.in1k,384,48.840,51.160,78.547,21.453,44.57,1.000,bicubic,-48.310,-20.903,-2 +vit_large_patch16_rope_ape_224.naver_in1k,224,48.747,51.253,78.280,21.720,304.37,0.900,bicubic,-48.023,-21.050,+93 +convnext_base.clip_laion2b_augreg_ft_in1k,256,48.693,51.307,79.933,20.067,88.59,1.000,bicubic,-48.577,-19.587,-36 +vit_large_patch16_rope_mixed_224.naver_in1k,224,48.680,51.320,77.987,22.013,304.20,0.900,bicubic,-48.210,-21.453,+65 +caformer_b36.sail_in1k,224,48.627,51.373,75.707,24.293,98.75,1.000,bicubic,-48.373,-23.643,+36 +convnextv2_base.fcmae_ft_in1k,288,48.600,51.400,78.840,21.160,88.72,1.000,bicubic,-48.640,-20.700,-35 +efficientvit_l2.r256_in1k,256,48.587,51.413,77.907,22.093,63.71,1.000,bicubic,-48.263,-21.393,+69 +deit3_large_patch16_224.fb_in1k,224,48.573,51.427,78.027,21.973,304.37,0.900,bicubic,-48.407,-21.553,+39 +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,48.493,51.507,77.400,22.600,88.30,1.000,bicubic,-48.887,-22.110,-67 +flexivit_large.300ep_in1k,240,48.467,51.533,78.627,21.373,304.36,0.950,bicubic,-48.783,-20.863,-40 +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,48.267,51.733,77.053,22.947,38.85,1.000,bicubic,-48.723,-22.397,+32 +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,48.107,51.893,78.107,21.893,304.40,0.900,bicubic,-48.713,-21.193,+72 +tf_efficientnetv2_s.in21k_ft_in1k,384,48.040,51.960,77.773,22.227,21.46,1.000,bicubic,-48.710,-21.597,+87 +tf_efficientnet_b8.ra_in1k,672,47.987,52.013,76.453,23.547,87.41,0.954,bicubic,-49.223,-23.087,-30 +xcit_large_24_p8_224.fb_dist_in1k,224,47.907,52.093,79.120,20.880,188.93,1.000,bicubic,-49.153,-20.270,+8 +convnext_small.in12k_ft_in1k,224,47.907,52.093,77.253,22.747,50.22,0.950,bicubic,-49.303,-22.247,-35 +regnety_2560.seer_ft_in1k,384,47.787,52.213,76.387,23.613,"1,282.60",1.000,bicubic,-49.453,-23.153,-43 +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,47.747,52.253,76.907,23.093,34.36,0.950,bicubic,-49.423,-22.483,-25 +resnest269e.in1k,416,47.627,52.373,74.027,25.973,110.93,0.928,bicubic,-48.893,-25.343,+159 +convnext_tiny.in12k_ft_in1k,288,47.533,52.467,78.973,21.027,28.59,1.000,bicubic,-49.567,-20.477,-9 +vit_base_patch16_clip_224.openai_ft_in1k,224,47.453,52.547,78.147,21.853,86.57,0.900,bicubic,-49.637,-21.303,-7 +convformer_s36.sail_in22k_ft_in1k,224,47.440,52.560,77.253,22.747,40.01,1.000,bicubic,-49.640,-22.357,-4 +regnetz_e8.ra3_in1k,320,47.333,52.667,75.853,24.147,57.70,1.000,bicubic,-49.877,-23.617,-40 +nextvit_base.bd_ssld_6m_in1k,224,47.307,52.693,78.600,21.400,44.82,0.950,bicubic,-49.963,-20.940,-58 +vit_large_patch16_rope_224.naver_in1k,224,47.107,52.893,77.587,22.413,304.17,0.900,bicubic,-49.713,-21.843,+60 +xcit_large_24_p8_224.fb_in1k,224,46.867,53.133,74.413,25.587,188.93,1.000,bicubic,-49.533,-24.827,+186 +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,46.827,53.173,75.840,24.160,86.46,1.000,bicubic,-49.403,-23.270,+254 +xcit_small_24_p16_384.fb_dist_in1k,384,46.773,53.227,76.973,23.027,47.67,1.000,bicubic,-50.357,-22.467,-27 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,46.720,53.280,77.387,22.613,32.59,1.000,bicubic,-50.460,-22.173,-41 +convnext_large.fb_in1k,288,46.667,53.333,76.733,23.267,197.77,1.000,bicubic,-50.423,-22.737,-14 +tf_efficientnet_b8.ap_in1k,672,46.533,53.467,76.133,23.867,87.41,0.954,bicubic,-50.587,-23.477,-29 +mambaout_base_tall_rw.sw_e500_in1k,288,46.507,53.493,76.533,23.467,86.48,1.000,bicubic,-50.613,-23.127,-27 +hgnet_base.ssld_in1k,288,46.480,53.520,76.173,23.827,71.58,1.000,bicubic,-50.950,-23.447,-102 +nextvit_base.bd_in1k_384,384,46.413,53.587,76.800,23.200,44.82,1.000,bicubic,-50.497,-22.600,+28 +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,46.387,53.613,76.680,23.320,217.32,1.000,bilinear,-50.343,-22.620,+71 +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,46.360,53.640,74.947,25.053,86.63,1.000,bicubic,-49.590,-24.053,+339 +efficientnetv2_rw_m.agc_in1k,416,46.333,53.667,75.733,24.267,53.24,1.000,bicubic,-50.667,-23.787,+1 +dm_nfnet_f2.dm_in1k,352,46.173,53.827,74.693,25.307,193.78,0.920,bicubic,-50.937,-24.767,-30 +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,46.133,53.867,77.000,23.000,38.88,0.950,bicubic,-51.037,-22.430,-45 +mambaout_base_short_rw.sw_e500_in1k,288,46.107,53.893,76.040,23.960,88.83,1.000,bicubic,-50.903,-23.340,-5 +hgnetv2_b5.ssld_stage2_ft_in1k,288,45.947,54.053,77.773,22.227,39.57,1.000,bicubic,-51.423,-21.907,-96 +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,45.920,54.080,72.067,27.933,194.03,0.875,bilinear,-50.680,-27.163,+109 +volo_d2_224.sail_in1k,224,45.907,54.093,75.133,24.867,58.68,0.960,bicubic,-51.083,-24.257,+1 +swinv2_base_window16_256.ms_in1k,256,45.907,54.093,75.107,24.893,87.92,0.900,bicubic,-50.863,-24.143,+53 +ecaresnet269d.ra2_in1k,352,45.773,54.227,74.933,25.067,102.09,1.000,bicubic,-51.317,-24.547,-30 +caformer_m36.sail_in1k,224,45.773,54.227,74.533,25.467,56.20,1.000,bicubic,-51.117,-24.787,+22 +convnextv2_base.fcmae_ft_in1k,224,45.720,54.280,76.040,23.960,88.72,0.875,bicubic,-51.180,-23.410,+19 +dm_nfnet_f3.dm_in1k,320,45.440,54.560,72.360,27.640,254.92,0.940,bicubic,-51.750,-27.180,-61 +swin_base_patch4_window12_384.ms_in1k,384,45.413,54.587,74.613,25.387,87.90,1.000,bicubic,-51.167,-24.547,+112 +naflexvit_base_patch16_gap.e300_s576_in1k,384,45.373,54.627,74.973,25.027,86.63,1.000,bicubic,-50.967,-24.367,+194 +vit_small_patch16_384.augreg_in21k_ft_in1k,384,45.360,54.640,76.160,23.840,22.20,1.000,bicubic,-51.340,-23.320,+69 +tf_efficientnet_b7.ap_in1k,600,45.267,54.733,74.013,25.987,66.35,0.949,bicubic,-51.943,-25.587,-70 +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,45.253,54.747,70.840,29.160,88.79,0.875,bilinear,-51.067,-28.580,+197 +xcit_medium_24_p8_224.fb_dist_in1k,224,45.227,54.773,76.880,23.120,84.32,1.000,bicubic,-51.703,-22.520,+4 +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,45.227,54.773,75.480,24.520,36.47,1.000,bicubic,-51.463,-23.860,+69 +convnext_small.fb_in22k_ft_in1k,224,45.147,54.853,77.493,22.507,50.22,0.875,bicubic,-51.823,-21.917,-7 +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,45.133,54.867,73.960,26.040,41.72,0.950,bicubic,-51.537,-25.370,+79 +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,45.080,54.920,76.573,23.427,28.64,1.000,bicubic,-52.160,-22.937,-86 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,44.880,55.120,74.573,25.427,32.59,0.950,bicubic,-52.130,-24.787,-22 +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,44.787,55.213,74.547,25.453,34.36,0.950,bicubic,-51.913,-24.683,+63 +eca_nfnet_l2.ra3_in1k,384,44.760,55.240,75.653,24.347,56.72,1.000,bicubic,-52.310,-23.957,-41 +maxxvit_rmlp_small_rw_256.sw_in1k,256,44.493,55.507,75.133,24.867,66.01,0.950,bicubic,-52.297,-24.237,+30 +regnety_120.sw_in12k_ft_in1k,224,44.467,55.533,74.640,25.360,51.82,0.950,bicubic,-52.703,-24.940,-72 +ecaresnet269d.ra2_in1k,320,44.320,55.680,73.947,26.053,102.09,0.950,bicubic,-52.790,-25.663,-54 +tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.307,55.693,74.947,25.053,21.20,0.950,bicubic,-52.893,-24.543,-79 +rexnetr_300.sw_in12k_ft_in1k,288,44.080,55.920,76.707,23.293,34.81,1.000,bicubic,-52.770,-22.813,+9 +tf_efficientnetv2_l.in1k,384,44.080,55.920,71.987,28.013,118.52,1.000,bicubic,-53.200,-27.533,-104 +resnest200e.in1k,320,43.987,56.013,73.400,26.600,70.20,0.909,bicubic,-52.623,-25.870,+80 +mambaout_base_wide_rw.sw_e500_in1k,288,43.893,56.107,73.973,26.027,94.45,1.000,bicubic,-53.207,-25.547,-56 +crossvit_18_dagger_408.in1k,408,43.840,56.160,73.613,26.387,44.61,1.000,bicubic,-52.690,-25.717,+104 +mambaout_base.in1k,288,43.840,56.160,72.573,27.427,84.81,1.000,bicubic,-53.030,-26.597,+4 +seresnextaa101d_32x8d.ah_in1k,288,43.640,56.360,73.040,26.960,93.59,1.000,bicubic,-53.300,-26.360,-18 +cait_xs24_384.fb_dist_in1k,384,43.627,56.373,74.893,25.107,26.67,1.000,bicubic,-52.943,-24.527,+91 +resnetrs200.tf_in1k,320,43.493,56.507,72.547,27.453,93.21,1.000,bicubic,-53.227,-26.883,+39 +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,43.453,56.547,76.267,23.733,49.61,0.900,bicubic,-53.097,-23.013,+94 +hiera_base_224.mae_in1k_ft_in1k,224,43.400,56.600,73.227,26.773,51.52,0.900,bicubic,-53.190,-26.203,+80 +caformer_s18.sail_in22k_ft_in1k,224,43.320,56.680,74.907,25.093,26.34,1.000,bicubic,-53.390,-24.603,+39 +mvitv2_base.fb_in1k,224,43.293,56.707,73.920,26.080,51.47,0.900,bicubic,-53.477,-25.480,+20 +hgnetv2_b5.ssld_stage1_in22k_in1k,288,43.280,56.720,75.253,24.747,39.57,1.000,bicubic,-53.990,-24.407,-114 +xcit_small_12_p16_384.fb_dist_in1k,384,43.227,56.773,74.000,26.000,26.25,1.000,bicubic,-53.723,-25.390,-29 +tresnet_xl.miil_in1k_448,448,43.213,56.787,72.147,27.853,78.44,0.875,bilinear,-52.757,-27.063,+289 +vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.133,56.867,72.547,27.453,86.57,0.900,bicubic,-53.737,-26.813,-11 +xcit_medium_24_p8_224.fb_in1k,224,43.120,56.880,70.080,29.920,84.32,1.000,bicubic,-53.010,-28.830,+233 +regnetz_e8.ra3_in1k,256,43.107,56.893,72.200,27.800,57.70,0.940,bicubic,-53.583,-27.140,+42 +rdnet_large.nv_in1k,224,42.787,57.213,73.613,26.387,186.27,0.900,bicubic,-54.123,-25.617,-22 +edgenext_base.in21k_ft_in1k,320,42.773,57.227,75.427,24.573,18.51,1.000,bicubic,-53.967,-24.033,+19 +hrnet_w48_ssld.paddle_in1k,288,42.693,57.307,72.067,27.933,77.47,1.000,bilinear,-54.347,-27.573,-60 +efficientvit_l2.r224_in1k,224,42.653,57.347,74.320,25.680,63.71,1.000,bicubic,-54.187,-25.130,-10 +vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,42.560,57.440,72.587,27.413,88.30,0.950,bicubic,-54.540,-26.933,-77 +nextvit_small.bd_ssld_6m_in1k,224,42.533,57.467,75.467,24.533,31.76,0.950,bicubic,-54.427,-24.013,-40 +coatnet_rmlp_2_rw_224.sw_in1k,224,42.533,57.467,71.040,28.960,73.88,0.950,bicubic,-53.997,-28.040,+85 +gcvit_base.in1k,224,42.520,57.480,73.440,26.560,90.32,0.875,bicubic,-54.050,-25.800,+74 +resnetrs420.tf_in1k,416,42.440,57.560,70.147,29.853,191.89,1.000,bicubic,-54.460,-29.273,-28 +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,42.427,57.573,74.373,25.627,38.86,0.950,bicubic,-54.243,-24.787,+37 +tf_efficientnetv2_m.in1k,480,42.387,57.613,72.373,27.627,54.14,1.000,bicubic,-54.843,-27.107,-120 +maxvit_large_tf_224.in1k,224,42.360,57.640,69.213,30.787,211.79,0.950,bicubic,-54.660,-30.377,-64 +xcit_tiny_24_p8_384.fb_dist_in1k,384,42.347,57.653,72.787,27.213,12.11,1.000,bicubic,-54.233,-26.523,+61 +efficientnet_h_b5.sw_r448_e450_in1k,448,42.293,57.707,72.827,27.173,45.88,1.000,bicubic,-54.687,-26.443,-52 +swinv2_small_window16_256.ms_in1k,256,42.267,57.733,72.747,27.253,49.73,0.900,bicubic,-54.203,-26.643,+90 +tf_efficientnet_b7.ra_in1k,600,42.267,57.733,72.520,27.480,66.35,0.949,bicubic,-54.733,-26.970,-60 +dm_nfnet_f1.dm_in1k,320,42.213,57.787,71.227,28.773,132.63,0.910,bicubic,-54.847,-28.153,-77 +convformer_s18.sail_in1k_384,384,42.187,57.813,74.040,25.960,26.77,1.000,bicubic,-54.853,-25.330,-75 +maxvit_rmlp_small_rw_224.sw_in1k,224,42.187,57.813,72.373,27.627,64.90,0.900,bicubic,-54.383,-26.857,+65 +maxvit_base_tf_224.in1k,224,42.027,57.973,70.067,29.933,119.47,0.950,bicubic,-54.953,-29.353,-56 +convnext_tiny.fb_in22k_ft_in1k_384,384,42.013,57.987,73.533,26.467,28.59,1.000,bicubic,-55.097,-25.867,-98 +vit_base_patch16_clip_224.laion2b_ft_in1k,224,41.960,58.040,73.987,26.013,86.57,1.000,bicubic,-55.160,-25.473,-102 +convnext_base.fb_in1k,288,41.907,58.093,73.840,26.160,88.59,1.000,bicubic,-54.913,-25.530,-21 +eca_nfnet_l2.ra3_in1k,320,41.907,58.093,72.933,27.067,56.72,0.900,bicubic,-54.683,-26.227,+47 +mambaout_small.in1k,288,41.853,58.147,72.200,27.800,48.49,1.000,bicubic,-54.867,-27.160,+5 +crossvit_15_dagger_408.in1k,408,41.787,58.213,72.013,27.987,28.50,1.000,bicubic,-54.633,-27.377,+98 +convnextv2_tiny.fcmae_ft_in22k_in1k,288,41.760,58.240,75.147,24.853,28.64,1.000,bicubic,-55.080,-24.103,-34 +nextvit_small.bd_in1k_384,384,41.747,58.253,72.747,27.253,31.76,1.000,bicubic,-55.073,-26.693,-24 +xcit_small_24_p8_224.fb_in1k,224,41.653,58.347,70.867,29.133,47.63,1.000,bicubic,-54.777,-28.133,+91 +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,41.613,58.387,70.280,29.720,328.99,0.900,bicubic,-55.177,-29.140,-20 +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,41.600,58.400,71.853,28.147,44.18,0.875,bilinear,-54.840,-27.537,+82 +efficientnet_x_b5.sw_r448_e450_in1k,448,41.587,58.413,71.187,28.813,33.44,1.000,bicubic,-55.243,-28.263,-33 +xcit_small_24_p8_224.fb_dist_in1k,224,41.533,58.467,73.653,26.347,47.63,1.000,bicubic,-55.357,-25.827,-50 +resnetaa101d.sw_in12k_ft_in1k,288,41.520,58.480,72.493,27.507,44.57,1.000,bicubic,-55.150,-27.007,+15 +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,41.427,58.573,71.627,28.373,63.95,0.950,bicubic,-55.193,-27.883,+28 +convnext_large.fb_in1k,224,41.213,58.787,73.280,26.720,197.77,0.875,bicubic,-55.547,-26.020,-21 +swinv2_base_window8_256.ms_in1k,256,41.160,58.840,72.560,27.440,87.92,0.900,bicubic,-55.390,-26.530,+49 +deit3_small_patch16_224.fb_in22k_ft_in1k,224,41.080,58.920,72.000,28.000,22.06,1.000,bicubic,-55.590,-27.370,+12 +caformer_s36.sail_in1k,224,41.027,58.973,70.920,29.080,39.30,1.000,bicubic,-55.693,-28.340,-11 +seresnext101d_32x8d.ah_in1k,288,40.933,59.067,70.720,29.280,93.59,1.000,bicubic,-55.797,-28.810,-17 +davit_base.msft_in1k,224,40.760,59.240,72.533,27.467,87.95,0.950,bicubic,-56.170,-26.987,-66 +maxvit_rmlp_tiny_rw_256.sw_in1k,256,40.720,59.280,70.867,29.133,29.15,0.950,bicubic,-55.700,-28.293,+80 +hgnet_base.ssld_in1k,224,40.693,59.307,70.667,29.333,71.58,0.965,bicubic,-56.387,-28.883,-110 +flexivit_base.1200ep_in1k,240,40.600,59.400,72.187,27.813,86.59,0.950,bicubic,-56.150,-27.173,-26 +regnety_1280.seer_ft_in1k,384,40.573,59.427,70.587,29.413,644.81,1.000,bicubic,-56.297,-28.943,-57 +resmlp_big_24_224.fb_in22k_ft_in1k,224,40.467,59.533,74.653,25.347,129.14,0.875,bicubic,-56.153,-24.627,+14 +tf_efficientnet_b6.ap_in1k,528,40.373,59.627,71.373,28.627,43.04,0.942,bicubic,-56.737,-28.127,-125 +convformer_b36.sail_in1k,224,40.280,59.720,69.107,30.893,99.88,1.000,bicubic,-56.630,-30.293,-68 +deit3_small_patch16_384.fb_in1k,384,40.227,59.773,69.960,30.040,22.21,1.000,bicubic,-55.993,-29.250,+149 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.133,59.867,72.453,27.547,32.59,0.950,bicubic,-56.737,-26.947,-62 +tresnet_l.miil_in1k_448,448,40.133,59.867,69.720,30.280,55.99,0.875,bilinear,-55.757,-29.360,+252 +hgnetv2_b5.ssld_stage2_ft_in1k,224,39.907,60.093,72.333,27.667,39.57,0.965,bicubic,-57.213,-27.087,-133 +deit_base_patch16_384.fb_in1k,384,39.893,60.107,70.427,29.573,86.86,1.000,bicubic,-56.277,-28.823,+164 +flexivit_base.600ep_in1k,240,39.800,60.200,71.680,28.320,86.59,0.950,bicubic,-56.850,-27.650,-1 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,39.747,60.253,72.520,27.480,37.76,1.000,bicubic,-56.833,-26.790,+20 +convnextv2_tiny.fcmae_ft_in22k_in1k,224,39.720,60.280,72.587,27.413,28.64,0.875,bicubic,-56.760,-26.813,+43 +regnetz_040_h.ra3_in1k,320,39.707,60.293,70.960,29.040,28.94,1.000,bicubic,-56.993,-28.390,-22 +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,39.693,60.307,71.133,28.867,22.52,0.950,bicubic,-56.647,-28.207,+100 +mobilenetv4_hybrid_large.e600_r384_in1k,448,39.680,60.320,72.853,27.147,37.76,1.000,bicubic,-57.020,-26.647,-22 +swin_s3_base_224.ms_in1k,224,39.627,60.373,70.613,29.387,71.13,0.900,bicubic,-56.643,-28.707,+119 +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.613,60.387,70.467,29.533,86.43,0.950,bicubic,-56.827,-29.013,+56 +regnetz_d8.ra3_in1k,320,39.507,60.493,71.227,28.773,23.37,1.000,bicubic,-57.123,-28.223,-4 +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,39.467,60.533,71.587,28.413,86.59,0.900,bicubic,-56.973,-27.643,+52 +resnetrs350.tf_in1k,384,39.387,60.613,68.333,31.667,163.96,1.000,bicubic,-57.383,-31.007,-52 +flexivit_base.300ep_in1k,240,39.320,60.680,70.707,29.293,86.59,0.950,bicubic,-57.290,-28.623,+1 +gcvit_small.in1k,224,39.253,60.747,70.520,29.480,51.09,0.875,bicubic,-57.027,-28.630,+109 +vit_base_patch16_rope_mixed_224.naver_in1k,224,39.147,60.853,71.747,28.253,86.44,0.900,bicubic,-57.433,-27.493,+9 +vit_base_patch16_rope_ape_224.naver_in1k,224,39.067,60.933,70.747,29.253,86.59,0.900,bicubic,-57.313,-28.553,+67 +mambaout_base_tall_rw.sw_e500_in1k,224,39.040,60.960,70.627,29.373,86.48,0.950,bicubic,-57.650,-28.653,-26 +seresnext101_32x8d.ah_in1k,288,39.040,60.960,68.987,31.013,93.57,1.000,bicubic,-57.750,-30.353,-61 +deit3_base_patch16_224.fb_in1k,224,38.920,61.080,70.760,29.240,86.59,0.900,bicubic,-57.370,-28.500,+102 +mobilenetv4_conv_aa_large.e600_r384_in1k,480,38.907,61.093,70.707,29.293,32.59,1.000,bicubic,-57.553,-28.593,+37 +regnetz_d8_evos.ch_in1k,320,38.840,61.160,71.307,28.693,23.46,1.000,bicubic,-57.730,-27.823,+6 +vit_large_patch32_384.orig_in21k_ft_in1k,384,38.840,61.160,68.613,31.387,306.63,1.000,bicubic,-57.000,-30.517,+242 +volo_d1_224.sail_in1k,224,38.680,61.320,70.120,29.880,26.63,0.960,bicubic,-57.640,-29.200,+92 +mvitv2_small.fb_in1k,224,38.560,61.440,69.960,30.040,34.87,0.900,bicubic,-57.790,-29.150,+74 +mambaout_base_short_rw.sw_e500_in1k,224,38.533,61.467,70.133,29.867,88.83,0.950,bicubic,-58.067,-29.407,-8 +vit_base_patch16_rope_224.naver_in1k,224,38.480,61.520,70.493,29.507,86.43,0.900,bicubic,-57.900,-28.687,+60 +coat_lite_medium.in1k,224,38.440,61.560,71.093,28.907,44.57,0.900,bicubic,-58.030,-28.207,+29 +regnetz_040.ra3_in1k,320,38.440,61.560,70.080,29.920,27.12,1.000,bicubic,-58.270,-29.400,-47 +efficientnetv2_rw_m.agc_in1k,320,38.427,61.573,70.133,29.867,53.24,1.000,bicubic,-58.163,-29.277,-11 +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,38.280,61.720,70.253,29.747,44.54,1.000,bilinear,-57.820,-28.937,+153 +xcit_small_12_p8_224.fb_dist_in1k,224,38.160,61.840,71.333,28.667,26.21,1.000,bicubic,-58.590,-28.087,-66 +davit_small.msft_in1k,224,38.107,61.893,70.613,29.387,49.75,0.950,bicubic,-58.533,-28.607,-29 +mambaout_small_rw.sw_e450_in1k,288,38.093,61.907,70.000,30.000,48.50,1.000,bicubic,-58.857,-29.340,-117 +convnext_tiny.in12k_ft_in1k,224,38.080,61.920,71.840,28.160,28.59,0.950,bicubic,-58.660,-27.580,-66 +rdnet_base.nv_in1k,224,38.013,61.987,70.000,30.000,87.45,0.900,bicubic,-58.677,-29.240,-43 +convformer_m36.sail_in1k,224,37.920,62.080,66.933,33.067,57.05,1.000,bicubic,-58.770,-32.137,-43 +resnet200d.ra2_in1k,320,37.893,62.107,68.333,31.667,64.69,1.000,bicubic,-58.837,-31.027,-65 +tf_efficientnet_b7.aa_in1k,600,37.787,62.213,69.427,30.573,66.35,0.949,bicubic,-58.753,-29.883,-1 +focalnet_base_srf.ms_in1k,224,37.760,62.240,69.720,30.280,88.15,0.900,bicubic,-58.830,-29.590,-18 +maxvit_small_tf_224.in1k,224,37.707,62.293,68.373,31.627,68.93,0.950,bicubic,-58.983,-31.207,-51 +swinv2_small_window8_256.ms_in1k,256,37.667,62.333,69.960,30.040,49.73,0.900,bicubic,-58.653,-29.240,+75 +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,37.627,62.373,68.867,31.133,60.23,0.950,bicubic,-58.733,-30.373,+50 +tf_efficientnetv2_s.in21k_ft_in1k,300,37.613,62.387,69.667,30.333,21.46,1.000,bicubic,-58.717,-29.573,+66 +fastvit_ma36.apple_dist_in1k,256,37.533,62.467,70.973,29.027,44.07,0.950,bicubic,-59.267,-28.477,-90 +focalnet_base_lrf.ms_in1k,224,37.520,62.480,68.560,31.440,88.75,0.900,bicubic,-58.960,-30.670,+4 +seresnet152d.ra2_in1k,320,37.507,62.493,69.053,30.947,66.84,1.000,bicubic,-59.293,-30.277,-93 +hgnetv2_b5.ssld_stage1_in22k_in1k,224,37.480,62.520,69.827,30.173,39.57,0.965,bicubic,-59.550,-29.743,-154 +twins_svt_large.in1k,224,37.347,62.653,69.200,30.800,99.27,0.900,bicubic,-58.893,-29.950,+88 +xcit_large_24_p16_224.fb_dist_in1k,224,37.307,62.693,71.413,28.587,189.10,1.000,bicubic,-59.513,-28.007,-98 +xcit_small_12_p8_224.fb_in1k,224,37.293,62.707,68.133,31.867,26.21,1.000,bicubic,-58.817,-31.037,+132 +efficientvit_b3.r288_in1k,288,37.267,62.733,69.600,30.400,48.65,1.000,bicubic,-59.383,-29.620,-49 +swin_s3_small_224.ms_in1k,224,37.053,62.947,68.147,31.853,49.74,0.900,bicubic,-59.187,-30.923,+86 +eca_nfnet_l1.ra2_in1k,320,37.040,62.960,70.560,29.440,41.41,1.000,bicubic,-59.710,-28.730,-86 +mambaout_base.in1k,224,36.987,63.013,66.413,33.587,84.81,1.000,bicubic,-59.443,-32.767,+15 +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,36.960,63.040,68.893,31.107,38.74,0.950,bicubic,-59.460,-30.347,+16 +regnetz_d32.ra3_in1k,320,36.813,63.187,70.067,29.933,27.58,0.950,bicubic,-59.787,-29.313,-40 +convnext_small.fb_in1k,288,36.787,63.213,70.947,29.053,50.22,1.000,bicubic,-59.773,-28.393,-25 +seresnextaa101d_32x8d.ah_in1k,224,36.773,63.227,66.347,33.653,93.59,0.950,bicubic,-59.557,-32.853,+52 +pvt_v2_b4.in1k,224,36.747,63.253,68.680,31.320,62.56,0.900,bicubic,-59.633,-30.730,+28 +convnext_base.fb_in1k,224,36.693,63.307,69.947,30.053,88.59,0.875,bicubic,-59.747,-29.183,+4 +pit_b_distilled_224.in1k,224,36.653,63.347,67.813,32.187,74.79,0.900,bicubic,-59.597,-31.407,+72 +convnext_tiny.fb_in22k_ft_in1k,224,36.640,63.360,69.973,30.027,28.59,0.875,bicubic,-59.600,-29.207,+72 +regnety_064.ra3_in1k,288,36.640,63.360,67.573,32.427,30.58,1.000,bicubic,-59.720,-31.657,+28 +efficientnetv2_rw_s.ra2_in1k,384,36.573,63.427,68.147,31.853,23.94,1.000,bicubic,-59.967,-31.213,-28 +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,36.560,63.440,68.040,31.960,60.40,0.950,bicubic,-59.530,-31.120,+126 +vit_base_patch32_384.augreg_in21k_ft_in1k,384,36.520,63.480,69.147,30.853,88.30,1.000,bicubic,-59.980,-30.263,-21 +regnety_160.deit_in1k,288,36.480,63.520,68.813,31.187,83.59,1.000,bicubic,-59.900,-30.577,+18 +hiera_small_224.mae_in1k_ft_in1k,224,36.453,63.547,67.960,32.040,35.01,0.900,bicubic,-59.877,-31.210,+44 +fastvit_sa36.apple_dist_in1k,256,36.413,63.587,69.573,30.427,31.53,0.900,bicubic,-59.937,-29.767,+27 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,36.373,63.627,69.067,30.933,37.76,0.950,bicubic,-60.087,-30.113,-12 +resnext101_64x4d.c1_in1k,288,36.347,63.653,65.960,34.040,83.46,1.000,bicubic,-59.783,-33.250,+107 +hgnet_small.ssld_in1k,288,36.320,63.680,70.787,29.213,24.36,1.000,bicubic,-60.610,-28.773,-153 +pvt_v2_b5.in1k,224,36.280,63.720,68.400,31.600,81.96,0.900,bicubic,-60.070,-30.800,+28 +rexnetr_300.sw_in12k_ft_in1k,224,36.267,63.733,69.867,30.133,34.81,0.950,bicubic,-60.373,-29.503,-70 +mambaout_base_wide_rw.sw_e500_in1k,224,36.240,63.760,68.240,31.760,94.45,0.950,bicubic,-60.400,-31.130,-70 +cait_xxs36_384.fb_dist_in1k,384,36.093,63.907,67.413,32.587,17.37,1.000,bicubic,-59.777,-31.777,+185 +nest_base_jx.goog_in1k,224,35.973,64.027,66.493,33.507,67.72,0.875,bicubic,-60.277,-32.817,+55 +efficientvit_l1.r224_in1k,224,35.947,64.053,68.000,32.000,52.65,1.000,bicubic,-60.383,-31.050,+35 +regnety_640.seer_ft_in1k,384,35.787,64.213,68.000,32.000,281.38,1.000,bicubic,-61.043,-31.370,-133 +swin_base_patch4_window7_224.ms_in1k,224,35.773,64.227,68.240,31.760,87.77,0.900,bicubic,-60.327,-31.040,+106 +maxvit_tiny_rw_224.sw_in1k,224,35.733,64.267,65.693,34.307,29.06,0.950,bicubic,-60.507,-33.427,+56 +repvgg_d2se.rvgg_in1k,320,35.720,64.280,66.680,33.320,133.33,1.000,bilinear,-60.950,-32.680,-86 +coatnet_1_rw_224.sw_in1k,224,35.707,64.293,66.987,33.013,41.72,0.950,bicubic,-60.323,-32.063,+128 +mobilenetv4_hybrid_large.e600_r384_in1k,384,35.667,64.333,69.533,30.467,37.76,0.950,bicubic,-60.763,-29.857,-18 +tf_efficientnet_b3.ns_jft_in1k,300,35.667,64.333,67.760,32.240,12.23,0.904,bicubic,-60.713,-31.590,0 +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,35.640,64.360,67.067,32.933,60.40,0.950,bicubic,-60.590,-32.183,+58 +edgenext_base.in21k_ft_in1k,256,35.627,64.373,69.467,30.533,18.51,0.950,bicubic,-60.733,-29.913,+2 +cs3se_edgenet_x.c2ns_in1k,320,35.547,64.453,67.640,32.360,50.72,1.000,bicubic,-60.893,-31.670,-26 +resnetrs200.tf_in1k,256,35.453,64.547,64.827,35.173,93.21,1.000,bicubic,-60.737,-34.403,+67 +hgnetv2_b4.ssld_stage2_ft_in1k,288,35.360,64.640,70.000,30.000,19.80,1.000,bicubic,-61.470,-29.400,-146 +tf_efficientnetv2_m.in1k,384,35.253,64.747,65.467,34.533,54.14,1.000,bicubic,-61.537,-33.863,-136 +resnetrs420.tf_in1k,320,35.187,64.813,63.453,36.547,191.89,1.000,bicubic,-61.433,-35.767,-83 +regnety_080.ra3_in1k,288,35.147,64.853,66.747,33.253,39.18,1.000,bicubic,-61.383,-32.503,-55 +sequencer2d_l.in1k,224,35.080,64.920,67.107,32.893,54.30,0.875,bicubic,-61.060,-32.053,+82 +tf_efficientnet_b6.aa_in1k,528,34.973,65.027,67.360,32.640,43.04,0.942,bicubic,-61.707,-32.010,-101 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.947,65.053,69.213,30.787,11.07,1.000,bicubic,-61.393,-30.047,+8 +gcvit_tiny.in1k,224,34.907,65.093,66.293,33.707,28.22,0.875,bicubic,-61.283,-32.897,+60 +inception_next_base.sail_in1k,224,34.853,65.147,66.227,33.773,86.67,0.950,bicubic,-61.697,-33.183,-63 +dm_nfnet_f2.dm_in1k,256,34.600,65.400,63.933,36.067,193.78,0.920,bicubic,-62.130,-35.407,-126 +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,34.573,65.427,67.653,32.347,38.88,0.950,bicubic,-61.777,-31.817,-1 +fastvit_ma36.apple_in1k,256,34.533,65.467,67.120,32.880,44.07,0.950,bicubic,-61.957,-32.180,-55 +resnetrs270.tf_in1k,352,34.533,65.467,65.120,34.880,129.86,1.000,bicubic,-62.167,-34.270,-116 +tf_efficientnet_b5.ap_in1k,456,34.400,65.600,67.147,32.853,30.39,0.934,bicubic,-62.310,-32.303,-121 +xcit_tiny_12_p8_384.fb_dist_in1k,384,34.347,65.653,66.320,33.680,6.71,1.000,bicubic,-61.703,-32.810,+96 +mobilenetv4_conv_large.e600_r384_in1k,448,34.333,65.667,67.747,32.253,32.59,1.000,bicubic,-61.917,-31.473,+23 +mambaout_small.in1k,224,34.307,65.693,65.773,34.227,48.49,1.000,bicubic,-62.143,-33.587,-46 +deit3_medium_patch16_224.fb_in1k,224,34.160,65.840,65.880,34.120,38.85,0.900,bicubic,-61.930,-32.990,+82 +coat_small.in1k,224,34.147,65.853,66.013,33.987,21.69,0.900,bicubic,-61.773,-33.127,+135 +vit_base_patch16_224_miil.in21k_ft_in1k,224,34.120,65.880,64.547,35.453,86.54,0.875,bilinear,-62.350,-34.653,-56 +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,34.027,65.973,67.293,32.707,38.88,0.950,bicubic,-62.363,-31.937,-30 +xcit_medium_24_p16_224.fb_dist_in1k,224,34.013,65.987,67.627,32.373,84.40,1.000,bicubic,-62.607,-31.673,-101 +seresnext101d_32x8d.ah_in1k,224,34.000,66.000,64.320,35.680,93.59,0.950,bicubic,-62.470,-35.040,-57 +resnet152d.ra2_in1k,320,33.840,66.160,65.507,34.493,60.21,1.000,bicubic,-62.540,-33.823,-31 +tresnet_m.miil_in1k_448,448,33.827,66.173,64.307,35.693,31.39,0.875,bilinear,-61.153,-34.523,+370 +resmlp_big_24_224.fb_distilled_in1k,224,33.787,66.213,69.360,30.640,129.14,0.875,bicubic,-62.683,-29.950,-64 +regnetv_064.ra3_in1k,288,33.787,66.213,67.667,32.333,30.58,1.000,bicubic,-62.663,-31.533,-56 +caformer_s18.sail_in1k,224,33.667,66.333,65.187,34.813,26.34,1.000,bicubic,-62.503,-33.883,+50 +coatnet_rmlp_1_rw_224.sw_in1k,224,33.653,66.347,65.280,34.720,41.69,0.950,bicubic,-62.297,-33.980,+120 +pvt_v2_b3.in1k,224,33.587,66.413,67.427,32.573,45.24,0.900,bicubic,-62.413,-31.533,+97 +focalnet_small_srf.ms_in1k,224,33.547,66.453,65.853,34.147,49.89,0.900,bicubic,-62.543,-33.337,+69 +xcit_tiny_24_p16_384.fb_dist_in1k,384,33.547,66.453,65.267,34.733,12.12,1.000,bicubic,-62.443,-33.833,+100 +rdnet_small.nv_in1k,224,33.493,66.507,66.933,33.067,50.44,0.900,bicubic,-62.837,-32.297,-11 +convformer_s18.sail_in22k_ft_in1k,224,33.480,66.520,68.240,31.760,26.77,1.000,bicubic,-63.130,-31.110,-110 +inception_next_small.sail_in1k,224,33.427,66.573,65.893,34.107,49.37,0.875,bicubic,-62.823,-33.337,+5 +regnetz_d8.ra3_in1k,256,33.387,66.613,66.560,33.440,23.37,0.940,bicubic,-63.013,-32.420,-51 +tiny_vit_11m_224.dist_in22k_ft_in1k,224,33.320,66.680,65.707,34.293,11.00,0.950,bicubic,-62.960,-33.483,-4 +resnetrs350.tf_in1k,288,33.280,66.720,62.040,37.960,163.96,1.000,bicubic,-63.390,-37.250,-128 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,33.240,66.760,67.840,32.160,11.07,1.000,bicubic,-62.930,-31.150,+35 +convformer_s36.sail_in1k,224,33.200,66.800,63.560,36.440,40.01,1.000,bicubic,-63.380,-35.760,-103 +twins_pcpvt_large.in1k,224,33.133,66.867,67.933,32.067,60.99,0.900,bicubic,-63.027,-31.257,+39 +twins_svt_base.in1k,224,33.080,66.920,65.720,34.280,56.07,0.900,bicubic,-63.090,-33.480,+35 +resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,33.067,66.933,65.213,34.787,25.03,0.875,bilinear,-62.813,-33.907,+121 +resnet152.a1h_in1k,288,33.053,66.947,63.160,36.840,60.19,1.000,bicubic,-63.167,-36.120,+14 +nextvit_large.bd_in1k,224,33.027,66.973,67.000,33.000,57.87,0.950,bicubic,-63.343,-32.340,-46 +hrnet_w48_ssld.paddle_in1k,224,33.013,66.987,63.493,36.507,77.47,0.950,bilinear,-63.367,-35.887,-54 +mambaout_tiny.in1k,288,33.000,67.000,66.387,33.613,26.55,1.000,bicubic,-63.510,-32.743,-93 +fastvit_sa36.apple_in1k,256,33.000,67.000,65.960,34.040,31.53,0.900,bicubic,-63.240,-33.380,-1 +focalnet_small_lrf.ms_in1k,224,32.947,67.053,67.160,32.840,50.34,0.900,bicubic,-63.243,-32.110,+20 +tiny_vit_21m_224.in1k,224,32.880,67.120,66.933,33.067,21.20,0.950,bicubic,-63.320,-32.197,+15 +regnetz_d8_evos.ch_in1k,256,32.853,67.147,65.373,34.627,23.46,0.950,bicubic,-63.417,-33.787,-14 +pit_b_224.in1k,224,32.773,67.227,62.280,37.720,73.76,0.900,bicubic,-62.847,-36.770,+174 +swinv2_cr_small_ns_224.sw_in1k,224,32.747,67.253,65.720,34.280,49.70,0.900,bicubic,-63.473,-33.410,+7 +xcit_large_24_p16_224.fb_in1k,224,32.733,67.267,61.773,38.227,189.10,1.000,bicubic,-62.727,-36.857,+226 +regnety_320.seer_ft_in1k,384,32.720,67.280,65.947,34.053,145.05,1.000,bicubic,-63.620,-33.373,-39 +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,32.480,67.520,64.773,35.227,18.45,1.000,bicubic,-63.550,-34.397,+64 +eca_nfnet_l1.ra2_in1k,256,32.440,67.560,65.333,34.667,41.41,0.900,bicubic,-63.810,-33.897,-15 +ecaresnet101d.miil_in1k,288,32.400,67.600,65.813,34.187,44.57,0.950,bicubic,-63.830,-33.497,-8 +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,32.400,67.600,63.693,36.307,194.03,0.875,bilinear,-63.450,-35.517,+116 +swin_small_patch4_window7_224.ms_in1k,224,32.373,67.627,65.240,34.760,49.61,0.900,bicubic,-63.507,-33.840,+108 +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,32.333,67.667,66.293,33.707,15.62,1.000,bicubic,-64.017,-32.927,-56 +resnetaa101d.sw_in12k_ft_in1k,224,32.307,67.693,65.173,34.827,44.57,0.950,bicubic,-64.033,-34.227,-44 +nest_small_jx.goog_in1k,224,32.307,67.693,63.827,36.173,38.35,0.875,bicubic,-63.663,-35.333,+83 +efficientvit_b3.r256_in1k,256,32.293,67.707,65.720,34.280,48.65,1.000,bicubic,-64.057,-33.500,-51 +xception65.ra3_in1k,299,32.267,67.733,62.480,37.520,39.92,0.940,bicubic,-64.093,-36.700,-64 +tnt_b_patch16_224.in1k,224,32.200,67.800,65.240,34.760,65.43,0.900,bicubic,-63.610,-33.700,+117 +tf_efficientnetv2_b3.in21k_ft_in1k,300,32.107,67.893,65.747,34.253,14.36,0.900,bicubic,-64.123,-33.183,-13 +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,32.080,67.920,64.200,35.800,14.25,1.000,bicubic,-64.110,-34.930,+2 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,32.040,67.960,63.547,36.453,236.34,0.875,bicubic,-64.050,-35.763,+30 +convnextv2_tiny.fcmae_ft_in1k,288,31.973,68.027,67.120,32.880,28.64,1.000,bicubic,-64.227,-32.120,-6 +regnetz_040_h.ra3_in1k,256,31.960,68.040,63.120,36.880,28.94,1.000,bicubic,-64.350,-36.130,-44 +convnext_tiny_hnf.a2h_in1k,288,31.960,68.040,62.480,37.520,28.59,1.000,bicubic,-64.050,-36.600,+54 +seresnext101_32x8d.ah_in1k,224,31.907,68.093,61.253,38.747,93.57,0.950,bicubic,-64.483,-37.997,-83 +rexnetr_200.sw_in12k_ft_in1k,288,31.880,68.120,67.547,32.453,16.52,1.000,bicubic,-64.350,-31.693,-22 +efficientvit_b3.r224_in1k,224,31.880,68.120,64.493,35.507,48.65,0.950,bicubic,-64.140,-34.427,+50 +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,31.800,68.200,67.120,32.880,9.72,0.950,bicubic,-64.160,-32.050,+71 +swinv2_tiny_window16_256.ms_in1k,256,31.787,68.213,65.587,34.413,28.35,0.900,bicubic,-64.193,-33.513,+62 +convnext_nano.r384_in12k_ft_in1k,384,31.707,68.293,67.760,32.240,15.59,1.000,bicubic,-64.283,-31.430,+52 +resnext101_64x4d.tv_in1k,224,31.640,68.360,63.747,36.253,83.46,0.875,bilinear,-64.390,-35.363,+40 +maxvit_nano_rw_256.sw_in1k,256,31.613,68.387,63.693,36.307,15.45,0.950,bicubic,-64.317,-35.587,+73 +resnest101e.in1k,256,31.587,68.413,64.067,35.933,48.28,0.875,bilinear,-64.263,-35.103,+92 +vit_base_patch16_224.orig_in21k_ft_in1k,224,31.587,68.413,61.147,38.853,86.57,0.900,bicubic,-63.753,-37.753,+228 +regnetz_d32.ra3_in1k,256,31.520,68.480,64.973,35.027,27.58,0.950,bicubic,-64.680,-34.137,-20 +hgnetv2_b4.ssld_stage1_in22k_in1k,288,31.480,68.520,66.840,33.160,19.80,1.000,bicubic,-65.240,-32.680,-199 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,31.427,68.573,65.840,34.160,11.07,0.950,bicubic,-64.633,-33.400,+23 +convnext_small.fb_in1k,224,31.373,68.627,65.987,34.013,50.22,0.875,bicubic,-64.827,-33.303,-20 +maxxvit_rmlp_nano_rw_256.sw_in1k,256,31.360,68.640,64.493,35.507,16.78,0.950,bicubic,-64.670,-34.647,+30 +fastvit_sa24.apple_dist_in1k,256,31.347,68.653,64.720,35.280,21.55,0.900,bicubic,-64.813,-34.430,-9 +convnext_nano.in12k_ft_in1k,288,31.293,68.707,67.333,32.667,15.59,1.000,bicubic,-64.697,-31.977,+40 +nextvit_base.bd_in1k,224,31.253,68.747,65.173,34.827,44.82,0.950,bicubic,-64.997,-33.957,-49 +regnety_320.tv2_in1k,224,31.213,68.787,64.520,35.480,145.05,0.965,bicubic,-64.867,-34.720,+14 +cait_s24_224.fb_dist_in1k,224,31.187,68.813,64.253,35.747,46.92,1.000,bicubic,-65.213,-34.897,-106 +mobilenetv4_conv_aa_large.e600_r384_in1k,384,31.160,68.840,65.307,34.693,32.59,0.950,bicubic,-64.990,-34.073,-9 +tf_efficientnet_b5.ra_in1k,456,31.120,68.880,64.520,35.480,30.39,0.934,bicubic,-65.270,-34.690,-106 +regnetz_c16_evos.ch_in1k,320,31.080,68.920,65.933,34.067,13.49,0.950,bicubic,-65.070,-33.227,-13 +regnetv_040.ra3_in1k,288,31.013,68.987,64.080,35.920,20.64,1.000,bicubic,-65.217,-35.220,-44 +crossvit_base_240.in1k,240,31.013,68.987,60.960,39.040,105.03,0.875,bicubic,-64.517,-37.860,+153 +maxvit_rmlp_nano_rw_256.sw_in1k,256,30.987,69.013,63.120,36.880,15.50,0.950,bicubic,-65.013,-36.070,+30 +maxvit_tiny_tf_224.in1k,224,30.920,69.080,63.027,36.973,30.92,0.950,bicubic,-65.220,-36.223,-13 +seresnet152d.ra2_in1k,256,30.907,69.093,63.173,36.827,66.84,0.950,bicubic,-65.523,-35.957,-123 +regnetz_040.ra3_in1k,256,30.893,69.107,62.653,37.347,27.12,1.000,bicubic,-65.577,-36.507,-140 +swinv2_cr_small_224.sw_in1k,224,30.773,69.227,61.853,38.147,49.70,0.900,bicubic,-65.317,-37.457,+1 +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,30.720,69.280,62.320,37.680,88.22,0.900,bicubic,-65.410,-36.910,-13 +xcit_small_24_p16_224.fb_dist_in1k,224,30.600,69.400,64.533,35.467,47.67,1.000,bicubic,-65.620,-34.697,-45 +efficientnet_b4.ra2_in1k,384,30.587,69.413,64.347,35.653,19.34,1.000,bicubic,-65.583,-34.933,-30 +hiera_tiny_224.mae_in1k_ft_in1k,224,30.560,69.440,62.253,37.747,27.91,0.900,bicubic,-65.040,-36.627,+123 +crossvit_18_240.in1k,240,30.413,69.587,61.533,38.467,43.27,0.875,bicubic,-65.077,-37.577,+162 +sequencer2d_m.in1k,224,30.360,69.640,62.933,37.067,38.31,0.875,bicubic,-65.460,-36.177,+70 +repvit_m2_3.dist_450e_in1k,224,30.320,69.680,63.627,36.373,23.69,0.950,bicubic,-66.020,-35.423,-95 +maxxvitv2_nano_rw_256.sw_in1k,256,30.227,69.773,63.773,36.227,23.70,0.950,bicubic,-65.663,-35.347,+53 +crossvit_18_dagger_240.in1k,240,30.200,69.800,61.613,38.387,44.27,0.875,bicubic,-65.420,-37.067,+114 +regnety_040.ra3_in1k,288,30.173,69.827,63.387,36.613,20.65,1.000,bicubic,-65.827,-35.813,+14 +hgnet_small.ssld_in1k,224,30.133,69.867,64.467,35.533,24.36,0.965,bicubic,-66.497,-34.953,-195 +mambaout_small_rw.sw_e450_in1k,224,30.107,69.893,62.493,37.507,48.50,1.000,bicubic,-66.413,-36.887,-160 +rexnet_300.nav_in1k,224,30.053,69.947,64.187,35.813,34.71,0.875,bicubic,-65.787,-34.973,+61 +xcit_medium_24_p16_224.fb_in1k,224,30.027,69.973,59.187,40.813,84.40,1.000,bicubic,-65.483,-39.843,+140 +dm_nfnet_f1.dm_in1k,224,30.000,70.000,57.947,42.053,132.63,0.910,bicubic,-66.350,-41.443,-109 +mvitv2_tiny.fb_in1k,224,29.867,70.133,63.747,36.253,24.17,0.900,bicubic,-66.013,-35.273,+48 +twins_pcpvt_base.in1k,224,29.840,70.160,64.587,35.413,43.83,0.900,bicubic,-65.940,-34.593,+71 +convnext_tiny.fb_in1k,288,29.787,70.213,64.920,35.080,28.59,1.000,bicubic,-65.993,-34.210,+69 +resnet50.fb_swsl_ig1b_ft_in1k,224,29.760,70.240,63.840,36.160,25.56,0.875,bilinear,-65.710,-35.170,+154 +convnextv2_nano.fcmae_ft_in22k_in1k,288,29.733,70.267,65.653,34.347,15.62,1.000,bicubic,-66.337,-33.567,-16 +tf_efficientnet_b5.aa_in1k,456,29.707,70.293,62.733,37.267,30.39,0.934,bicubic,-66.773,-36.397,-164 +cait_xxs24_384.fb_dist_in1k,384,29.653,70.347,63.613,36.387,12.03,1.000,bicubic,-65.617,-35.397,+205 +hgnetv2_b3.ssld_stage1_in22k_in1k,288,29.640,70.360,65.920,34.080,16.29,1.000,bicubic,-66.630,-33.400,-90 +resnet200d.ra2_in1k,256,29.640,70.360,61.387,38.613,64.69,0.950,bicubic,-66.670,-37.913,-97 +cs3sedarknet_x.c2ns_in1k,288,29.627,70.373,61.587,38.413,35.40,1.000,bicubic,-66.413,-37.553,-13 +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,29.547,70.453,66.493,33.507,28.29,0.900,bicubic,-65.943,-32.457,+133 +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,29.547,70.453,61.560,38.440,10.59,1.000,bicubic,-66.163,-37.590,+76 +resnet152.a1_in1k,288,29.493,70.507,57.027,42.973,60.19,1.000,bicubic,-65.997,-42.113,+141 +deit_base_distilled_patch16_224.fb_in1k,224,29.480,70.520,64.093,35.907,87.34,0.900,bicubic,-66.620,-35.177,-35 +fasternet_l.in1k,224,29.480,70.520,62.187,37.813,93.47,1.000,bicubic,-66.820,-36.943,-102 +convnextv2_tiny.fcmae_ft_in1k,224,29.467,70.533,63.893,36.107,28.64,0.875,bicubic,-66.213,-35.257,+79 +convit_base.fb_in1k,224,29.387,70.613,61.493,38.507,86.54,0.875,bicubic,-66.163,-37.597,+105 +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,29.360,70.640,62.160,37.840,86.43,0.900,bicubic,-66.400,-37.050,+58 +convnext_tiny.fb_in22k_ft_in1k,288,29.307,70.693,56.560,43.440,28.59,1.000,bicubic,-65.563,-42.340,+289 +mobilenetv4_conv_large.e600_r384_in1k,384,29.147,70.853,63.680,36.320,32.59,0.950,bicubic,-66.663,-35.510,+45 +cs3se_edgenet_x.c2ns_in1k,256,29.080,70.920,60.933,39.067,50.72,0.950,bicubic,-66.890,-38.107,+6 +tf_efficientnetv2_s.in1k,384,29.013,70.987,61.160,38.840,21.46,1.000,bicubic,-67.337,-38.010,-128 +fastvit_sa24.apple_in1k,256,29.000,71.000,62.320,37.680,21.55,0.900,bicubic,-66.910,-36.840,+16 +regnety_160.deit_in1k,224,28.987,71.013,61.480,38.520,83.59,0.950,bicubic,-67.053,-37.630,-29 +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,28.960,71.040,60.787,39.213,88.79,0.875,bilinear,-66.530,-38.303,+121 +davit_tiny.msft_in1k,224,28.893,71.107,63.627,36.373,28.36,0.950,bicubic,-66.767,-35.593,+75 +hgnetv2_b4.ssld_stage2_ft_in1k,224,28.827,71.173,63.507,36.493,19.80,0.965,bicubic,-67.693,-35.693,-192 +resnet101d.ra2_in1k,320,28.813,71.187,61.920,38.080,44.57,1.000,bicubic,-67.477,-37.270,-114 +vit_little_patch16_reg4_gap_256.sbb_in1k,256,28.800,71.200,62.400,37.600,22.52,0.950,bicubic,-66.940,-36.620,+51 +edgenext_base.usi_in1k,320,28.787,71.213,64.720,35.280,18.51,1.000,bicubic,-67.933,-34.640,-261 +vit_relpos_medium_patch16_cls_224.sw_in1k,224,28.733,71.267,60.040,39.960,38.76,0.900,bicubic,-66.757,-38.740,+118 +resnetrs152.tf_in1k,320,28.720,71.280,59.973,40.027,86.62,1.000,bicubic,-67.850,-39.487,-209 +regnety_160.tv2_in1k,224,28.693,71.307,61.280,38.720,83.59,0.965,bicubic,-67.287,-38.000,-12 +xcit_tiny_24_p8_224.fb_in1k,224,28.653,71.347,60.160,39.840,12.11,1.000,bicubic,-67.027,-38.900,+62 +resnetv2_101.a1h_in1k,288,28.547,71.453,59.613,40.387,44.54,1.000,bicubic,-67.603,-39.477,-69 +xcit_tiny_24_p8_224.fb_dist_in1k,224,28.520,71.480,61.400,38.600,12.11,1.000,bicubic,-67.280,-37.750,+31 +vit_relpos_medium_patch16_224.sw_in1k,224,28.480,71.520,61.520,38.480,38.75,0.900,bicubic,-66.990,-37.440,+123 +crossvit_15_dagger_240.in1k,240,28.453,71.547,60.093,39.907,28.21,0.875,bicubic,-67.217,-38.967,+61 +hgnetv2_b3.ssld_stage2_ft_in1k,288,28.400,71.600,65.013,34.987,16.29,1.000,bicubic,-67.950,-34.237,-153 +efficientvit_b2.r288_in1k,288,28.400,71.600,63.907,36.093,24.33,1.000,bicubic,-67.570,-35.303,-14 +cs3edgenet_x.c2_in1k,288,28.360,71.640,61.040,38.960,47.82,1.000,bicubic,-67.700,-38.260,-48 +xcit_small_24_p16_224.fb_in1k,224,28.320,71.680,59.000,41.000,47.67,1.000,bicubic,-67.220,-39.760,+87 +xception65p.ra3_in1k,299,28.307,71.693,59.480,40.520,39.82,0.940,bicubic,-67.903,-39.700,-98 +pvt_v2_b2_li.in1k,224,28.253,71.747,61.520,38.480,22.55,0.900,bicubic,-67.337,-37.510,+71 +efficientnet_b4.ra2_in1k,320,28.240,71.760,61.920,38.080,19.34,0.875,bicubic,-67.500,-37.230,+33 +regnety_080.ra3_in1k,224,28.227,71.773,59.693,40.307,39.18,0.950,bicubic,-67.803,-39.567,-42 +regnety_064.ra3_in1k,224,28.213,71.787,59.507,40.493,30.58,0.950,bicubic,-67.657,-39.583,+6 +repvit_m2_3.dist_300e_in1k,224,28.200,71.800,61.387,38.613,23.69,0.950,bicubic,-67.980,-37.953,-94 +resnet101.a1h_in1k,288,28.120,71.880,59.640,40.360,44.55,1.000,bicubic,-67.920,-39.570,-53 +ese_vovnet57b.ra4_e3600_r256_in1k,320,28.080,71.920,59.893,40.107,38.61,1.000,bicubic,-68.190,-39.587,-131 +cs3sedarknet_x.c2ns_in1k,256,28.040,71.960,60.333,39.667,35.40,0.887,bicubic,-67.590,-38.647,+56 +efficientnetv2_rw_s.ra2_in1k,288,27.973,72.027,60.347,39.653,23.94,1.000,bicubic,-68.187,-38.863,-88 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,27.733,72.267,62.693,37.307,11.07,0.950,bicubic,-68.097,-36.397,+5 +rdnet_tiny.nv_in1k,224,27.733,72.267,62.027,37.973,23.86,0.900,bicubic,-67.907,-37.003,+51 +efficientformerv2_l.snap_dist_in1k,224,27.733,72.267,61.347,38.653,26.32,0.950,bicubic,-68.327,-37.783,-61 +coat_lite_small.in1k,224,27.667,72.333,58.547,41.453,19.84,0.900,bicubic,-67.893,-40.333,+63 +efficientformer_l7.snap_dist_in1k,224,27.653,72.347,62.640,37.360,82.23,0.950,bicubic,-68.457,-36.630,-82 +flexivit_small.1200ep_in1k,240,27.560,72.440,58.280,41.720,22.06,0.950,bicubic,-68.000,-40.650,+59 +resnetaa50d.sw_in12k_ft_in1k,288,27.520,72.480,62.067,37.933,25.58,1.000,bicubic,-68.290,-37.203,+5 +regnetv_064.ra3_in1k,224,27.347,72.653,61.120,38.880,30.58,0.950,bicubic,-68.743,-38.030,-79 +pvt_v2_b2.in1k,224,27.307,72.693,60.587,39.413,25.36,0.900,bicubic,-68.193,-38.533,+81 +vit_base_patch16_384.augreg_in1k,384,27.293,72.707,56.507,43.493,86.86,1.000,bicubic,-67.667,-42.563,+222 +resnext101_32x8d.tv2_in1k,224,27.240,72.760,59.347,40.653,88.79,0.965,bilinear,-68.750,-39.703,-46 +deit_base_patch16_224.fb_in1k,224,27.173,72.827,58.640,41.360,86.57,0.900,bicubic,-68.267,-40.200,+102 +regnetz_c16.ra3_in1k,320,27.160,72.840,62.373,37.627,13.46,1.000,bicubic,-68.820,-36.917,-42 +convnextv2_nano.fcmae_ft_in22k_in1k,224,27.147,72.853,62.293,37.707,15.62,0.875,bicubic,-68.383,-36.827,+63 +regnety_080_tv.tv2_in1k,224,27.147,72.853,61.360,38.640,39.38,0.965,bicubic,-68.723,-37.790,-12 +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,27.120,72.880,62.613,37.387,25.55,1.000,bilinear,-67.910,-36.447,+198 +coatnet_bn_0_rw_224.sw_in1k,224,27.053,72.947,60.840,39.160,27.44,0.950,bicubic,-68.647,-38.140,+23 +xcit_small_12_p16_224.fb_dist_in1k,224,27.000,73.000,59.813,40.187,26.25,1.000,bicubic,-69.020,-39.327,-64 +coatnet_0_rw_224.sw_in1k,224,26.973,73.027,59.107,40.893,27.44,0.950,bicubic,-68.487,-39.613,+91 +flexivit_small.600ep_in1k,240,26.840,73.160,56.960,43.040,22.06,0.950,bicubic,-68.860,-42.100,+19 +vit_relpos_base_patch16_224.sw_in1k,224,26.787,73.213,60.467,39.533,86.43,0.900,bicubic,-68.803,-38.523,+41 +vit_small_patch16_224.augreg_in21k_ft_in1k,224,26.787,73.213,58.880,41.120,22.05,0.900,bicubic,-68.623,-40.140,+102 +dm_nfnet_f0.dm_in1k,256,26.773,73.227,58.067,41.933,71.49,0.900,bicubic,-69.577,-41.153,-186 +gcvit_xtiny.in1k,224,26.707,73.293,60.600,39.400,19.98,0.875,bicubic,-68.883,-38.430,+37 +swin_s3_tiny_224.ms_in1k,224,26.680,73.320,60.293,39.707,28.33,0.900,bicubic,-68.510,-38.657,+147 +nextvit_small.bd_in1k,224,26.640,73.360,61.227,38.773,31.76,0.950,bicubic,-69.240,-37.863,-28 +mobilenetv4_conv_large.e500_r256_in1k,320,26.587,73.413,61.080,38.920,32.59,1.000,bicubic,-69.303,-37.960,-36 +sequencer2d_s.in1k,224,26.373,73.627,60.253,39.747,27.65,0.875,bicubic,-69.617,-38.837,-62 +tresnet_v2_l.miil_in21k_ft_in1k,224,26.320,73.680,59.507,40.493,46.17,0.875,bilinear,-69.850,-39.643,-125 +cs3edgenet_x.c2_in1k,256,26.267,73.733,59.067,40.933,47.82,0.887,bicubic,-69.243,-39.693,+56 +mobilevitv2_200.cvnets_in22k_ft_in1k,256,26.227,73.773,58.707,41.293,18.45,0.888,bicubic,-68.943,-40.213,+147 +hgnet_small.paddle_in1k,288,26.187,73.813,60.040,39.960,24.36,1.000,bicubic,-69.463,-39.070,+18 +swinv2_tiny_window8_256.ms_in1k,256,26.173,73.827,60.480,39.520,28.35,0.900,bicubic,-69.327,-38.510,+55 +regnetx_320.tv2_in1k,224,26.160,73.840,57.733,42.267,107.81,0.965,bicubic,-69.830,-41.557,-70 +coatnet_rmlp_nano_rw_224.sw_in1k,224,26.133,73.867,60.387,39.613,15.15,0.900,bicubic,-69.307,-38.453,+78 +nfnet_l0.ra2_in1k,288,26.080,73.920,61.547,38.453,35.07,1.000,bicubic,-70.050,-37.703,-117 +resnext101_64x4d.c1_in1k,224,26.067,73.933,56.227,43.773,83.46,0.950,bicubic,-69.643,-43.023,0 +regnety_032.ra_in1k,288,26.053,73.947,60.853,39.147,19.44,1.000,bicubic,-69.937,-38.377,-75 +deit3_small_patch16_224.fb_in1k,224,26.013,73.987,54.320,45.680,22.06,0.900,bicubic,-68.977,-44.150,+185 +resnet152d.ra2_in1k,256,26.000,74.000,58.040,41.960,60.21,0.950,bicubic,-70.060,-41.170,-102 +fbnetv3_g.ra2_in1k,288,25.920,74.080,60.907,39.093,16.62,0.950,bilinear,-69.580,-38.073,+47 +tf_efficientnet_b4.aa_in1k,380,25.920,74.080,59.973,40.027,19.34,0.922,bicubic,-70.050,-39.197,-67 +coatnext_nano_rw_224.sw_in1k,224,25.893,74.107,59.147,40.853,14.70,0.900,bicubic,-69.517,-39.853,+83 +tf_efficientnet_b4.ap_in1k,380,25.813,74.187,59.573,40.427,19.34,0.922,bicubic,-70.357,-39.617,-141 +flexivit_small.300ep_in1k,240,25.773,74.227,56.813,43.187,22.06,0.950,bicubic,-69.747,-42.147,+40 +ecaresnet101d.miil_in1k,224,25.760,74.240,58.680,41.320,44.57,0.875,bicubic,-69.780,-40.370,+27 +coat_mini.in1k,224,25.720,74.280,57.680,42.320,10.34,0.900,bicubic,-69.270,-41.100,+176 +inception_next_tiny.sail_in1k,224,25.693,74.307,59.480,40.520,28.06,0.875,bicubic,-69.777,-39.850,+59 +mobilevitv2_175.cvnets_in22k_ft_in1k,256,25.680,74.320,58.000,42.000,14.25,0.888,bicubic,-69.570,-40.940,+114 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,25.667,74.333,60.067,39.933,11.07,1.000,bicubic,-70.133,-39.143,-35 +ecaresnet50t.ra2_in1k,320,25.667,74.333,59.760,40.240,25.57,0.950,bicubic,-69.853,-39.320,+32 +fasternet_m.in1k,224,25.667,74.333,58.840,41.160,53.52,1.000,bicubic,-70.363,-40.320,-102 +visformer_small.in1k,224,25.640,74.360,58.573,41.427,40.22,0.900,bicubic,-69.850,-40.327,+45 +mambaout_tiny.in1k,224,25.613,74.387,58.800,41.200,26.55,1.000,bicubic,-70.427,-40.310,-107 +rexnetr_200.sw_in12k_ft_in1k,224,25.507,74.493,60.373,39.627,16.52,0.950,bicubic,-70.293,-38.797,-39 +vit_small_patch16_384.augreg_in1k,384,25.413,74.587,57.147,42.853,22.20,1.000,bicubic,-69.877,-41.773,+97 +crossvit_15_240.in1k,240,25.400,74.600,57.320,42.680,27.53,0.875,bicubic,-69.720,-41.670,+134 +convformer_s18.sail_in1k,224,25.387,74.613,57.600,42.400,26.77,1.000,bicubic,-70.553,-41.300,-76 +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,25.267,74.733,58.267,41.733,38.73,0.900,bicubic,-70.253,-40.743,+24 +vit_small_patch16_rope_mixed_224.naver_in1k,224,25.227,74.773,52.453,47.547,21.99,0.900,bicubic,-69.473,-46.127,+235 +resnetv2_50x1_bit.goog_distilled_in1k,224,25.133,74.867,59.387,40.613,25.55,0.875,bicubic,-70.967,-39.663,-136 +halo2botnet50ts_256.a1h_in1k,256,25.133,74.867,56.307,43.693,22.64,0.950,bicubic,-70.287,-42.723,+62 +resnetrs270.tf_in1k,256,25.040,74.960,54.307,45.693,129.86,1.000,bicubic,-71.350,-45.023,-243 +edgenext_base.usi_in1k,256,25.027,74.973,60.680,39.320,18.51,0.950,bicubic,-71.373,-38.700,-249 +xcit_small_12_p16_224.fb_in1k,224,25.027,74.973,55.707,44.293,26.25,1.000,bicubic,-70.403,-43.273,+55 +vit_small_patch16_rope_224.naver_in1k,224,25.000,75.000,52.760,47.240,21.98,0.900,bicubic,-69.740,-46.060,+223 +vit_srelpos_medium_patch16_224.sw_in1k,224,24.987,75.013,58.147,41.853,38.74,0.900,bicubic,-70.253,-40.913,+98 +resnet101.a1_in1k,288,24.947,75.053,54.973,45.027,44.55,1.000,bicubic,-70.543,-43.827,+31 +hgnet_tiny.ssld_in1k,288,24.920,75.080,61.427,38.573,14.74,1.000,bicubic,-71.310,-37.993,-188 +convit_small.fb_in1k,224,24.813,75.187,56.880,43.120,27.78,0.875,bicubic,-70.377,-42.050,+104 +resnet152.a2_in1k,288,24.800,75.200,53.893,46.107,60.19,1.000,bicubic,-70.690,-44.957,+30 +regnetz_c16_evos.ch_in1k,256,24.733,75.267,59.653,40.347,13.49,0.950,bicubic,-70.967,-39.427,-34 +vit_base_patch16_rpn_224.sw_in1k,224,24.720,75.280,57.987,42.013,86.54,0.900,bicubic,-70.670,-40.963,+56 +tnt_s_patch16_224.in1k,224,24.627,75.373,57.600,42.400,23.77,0.900,bicubic,-70.483,-41.200,+121 +gc_efficientnetv2_rw_t.agc_in1k,288,24.587,75.413,57.507,42.493,13.68,1.000,bicubic,-71.153,-41.613,-46 +tnt_s_legacy_patch16_224.in1k,224,24.573,75.427,57.933,42.067,23.76,0.900,bicubic,-70.487,-40.997,+133 +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,24.573,75.427,51.787,48.213,22.06,0.900,bicubic,-70.007,-47.113,+261 +hgnetv2_b4.ssld_stage1_in22k_in1k,224,24.547,75.453,60.387,39.613,19.80,0.965,bicubic,-71.923,-38.823,-285 +efficientvit_b2.r256_in1k,256,24.533,75.467,59.120,40.880,24.33,1.000,bicubic,-71.137,-39.700,-33 +eca_nfnet_l0.ra2_in1k,288,24.507,75.493,59.600,40.400,24.14,1.000,bicubic,-71.463,-39.520,-108 +regnetv_040.ra3_in1k,224,24.373,75.627,57.587,42.413,20.64,0.950,bicubic,-71.387,-41.453,-59 +swinv2_cr_tiny_ns_224.sw_in1k,224,24.280,75.720,58.347,41.653,28.33,0.900,bicubic,-71.050,-40.553,+62 +swiftformer_l3.dist_in1k,224,24.280,75.720,57.600,42.400,28.49,0.950,bicubic,-71.670,-41.580,-103 +tf_efficientnetv2_b3.in21k_ft_in1k,240,24.240,75.760,55.840,44.160,14.36,0.900,bicubic,-71.100,-43.130,+58 +xception41p.ra3_in1k,299,24.240,75.760,54.560,45.440,26.91,0.940,bicubic,-71.320,-44.550,-19 +efficientnetv2_rw_t.ra2_in1k,288,24.227,75.773,57.160,42.840,13.65,1.000,bicubic,-71.383,-42.030,-27 +tf_efficientnet_b2.ns_jft_in1k,260,24.213,75.787,57.547,42.453,9.11,0.890,bicubic,-71.527,-41.573,-60 +xcit_tiny_12_p16_384.fb_dist_in1k,384,24.120,75.880,56.920,43.080,6.72,1.000,bicubic,-71.040,-42.080,+92 +convnext_tiny.fb_in1k,224,24.107,75.893,59.107,40.893,28.59,0.875,bicubic,-71.433,-39.943,-13 +convnext_nano.in12k_ft_in1k,224,24.067,75.933,60.373,39.627,15.59,0.950,bicubic,-71.643,-38.887,-56 +twins_svt_small.in1k,224,24.013,75.987,57.320,42.680,24.06,0.900,bicubic,-71.197,-41.540,+79 +cs3darknet_x.c2ns_in1k,288,23.987,76.013,57.573,42.427,35.05,1.000,bicubic,-71.883,-41.527,-93 +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,23.987,76.013,55.507,44.493,5.76,1.000,bicubic,-70.973,-43.363,+141 +convnext_nano_ols.d1h_in1k,288,23.973,76.027,56.493,43.507,15.65,1.000,bicubic,-71.137,-42.407,+103 +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,23.933,76.067,55.947,44.053,36.43,0.900,bicubic,-71.707,-43.003,-43 +vit_relpos_small_patch16_224.sw_in1k,224,23.907,76.093,57.733,42.267,21.98,0.900,bicubic,-71.283,-41.307,+77 +ecaresnet50d.miil_in1k,288,23.800,76.200,58.547,41.453,25.58,0.950,bicubic,-71.690,-40.223,-2 +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,23.800,76.200,57.227,42.773,44.18,0.875,bilinear,-71.680,-41.673,+5 +cs3sedarknet_l.c2ns_in1k,288,23.747,76.253,58.280,41.720,21.91,0.950,bicubic,-71.573,-40.540,+48 +coatnet_nano_rw_224.sw_in1k,224,23.720,76.280,56.693,43.307,15.14,0.900,bicubic,-71.520,-42.287,+67 +poolformer_m48.sail_in1k,224,23.680,76.320,56.853,43.147,73.47,0.950,bicubic,-71.960,-42.337,-47 +convnext_nano.d1h_in1k,288,23.653,76.347,55.707,44.293,15.59,1.000,bicubic,-71.697,-43.223,+37 +vit_small_patch32_384.augreg_in21k_ft_in1k,384,23.547,76.453,56.840,43.160,22.92,1.000,bicubic,-71.523,-42.110,+103 +resnet152.a1h_in1k,224,23.533,76.467,53.093,46.907,60.19,0.950,bicubic,-72.357,-46.017,-111 +tiny_vit_11m_224.in1k,224,23.507,76.493,58.640,41.360,11.00,0.950,bicubic,-72.043,-40.230,-36 +mobilevitv2_150.cvnets_in22k_ft_in1k,256,23.507,76.493,55.187,44.813,10.59,0.888,bicubic,-71.643,-43.643,+77 +tf_efficientnet_b5.in1k,456,23.440,76.560,57.480,42.520,30.39,0.934,bicubic,-72.640,-41.820,-173 +crossvit_small_240.in1k,240,23.440,76.560,56.400,43.600,26.86,0.875,bicubic,-71.410,-42.620,+155 +nest_tiny_jx.goog_in1k,224,23.293,76.707,56.120,43.880,17.06,0.875,bicubic,-71.957,-42.680,+52 +seresnext50_32x4d.racm_in1k,288,23.267,76.733,57.360,42.640,27.56,0.950,bicubic,-72.443,-41.670,-75 +hrnet_w18_ssld.paddle_in1k,288,23.240,76.760,55.067,44.933,21.30,1.000,bilinear,-72.740,-44.083,-144 +focalnet_tiny_srf.ms_in1k,224,23.227,76.773,58.160,41.840,28.43,0.900,bicubic,-72.263,-40.830,-19 +efficientnet_b3.ra2_in1k,320,23.213,76.787,55.920,44.080,12.23,1.000,bicubic,-72.507,-43.140,-82 +regnety_040.ra3_in1k,224,23.187,76.813,55.333,44.667,20.65,0.950,bicubic,-72.383,-43.717,-50 +convnext_tiny_hnf.a2h_in1k,224,23.187,76.813,54.960,45.040,28.59,0.950,bicubic,-72.333,-44.160,-31 +levit_384.fb_dist_in1k,224,23.173,76.827,55.747,44.253,39.13,0.900,bicubic,-72.367,-43.433,-43 +levit_conv_384.fb_dist_in1k,224,23.173,76.827,55.747,44.253,39.13,0.900,bicubic,-72.367,-43.393,-41 +lamhalobotnet50ts_256.a1h_in1k,256,23.147,76.853,54.853,45.147,22.57,0.950,bicubic,-72.013,-44.027,+64 +regnetz_c16.ra3_in1k,256,23.107,76.893,57.733,42.267,13.46,0.940,bicubic,-72.423,-41.227,-40 +nasnetalarge.tf_in1k,331,23.093,76.907,54.520,45.480,88.75,0.911,bicubic,-72.607,-44.710,-78 +pnasnet5large.tf_in1k,331,23.093,76.907,53.293,46.707,86.06,0.911,bicubic,-72.627,-45.627,-89 +vit_base_patch32_clip_224.laion2b_ft_in1k,224,23.067,76.933,55.347,44.653,88.22,0.900,bicubic,-72.483,-43.543,-51 +efficientformer_l3.snap_dist_in1k,224,23.040,76.960,56.787,43.213,31.41,0.950,bicubic,-72.570,-42.253,-65 +wide_resnet50_2.racm_in1k,288,23.013,76.987,55.547,44.453,68.88,0.950,bicubic,-72.647,-43.493,-76 +pit_s_distilled_224.in1k,224,22.987,77.013,56.880,43.120,24.04,0.900,bicubic,-72.193,-42.000,+50 +focalnet_tiny_lrf.ms_in1k,224,22.920,77.080,58.133,41.867,28.65,0.900,bicubic,-72.560,-40.967,-22 +vit_small_patch16_rope_ape_224.naver_in1k,224,22.853,77.147,50.613,49.387,22.06,0.900,bicubic,-71.787,-48.047,+193 +hgnetv2_b3.ssld_stage1_in22k_in1k,224,22.827,77.173,58.760,41.240,16.29,0.965,bicubic,-73.153,-40.410,-160 +convnextv2_nano.fcmae_ft_in1k,288,22.813,77.187,58.747,41.253,15.62,1.000,bicubic,-73.087,-40.363,-140 +regnetx_160.tv2_in1k,224,22.800,77.200,56.213,43.787,54.28,0.965,bicubic,-73.100,-42.937,-140 +resnet61q.ra2_in1k,288,22.773,77.227,55.480,44.520,36.85,1.000,bicubic,-73.027,-43.520,-112 +tiny_vit_5m_224.dist_in22k_ft_in1k,224,22.760,77.240,55.907,44.093,5.39,0.950,bicubic,-72.280,-43.083,+79 +vit_base_patch32_clip_224.openai_ft_in1k,224,22.747,77.253,55.840,44.160,88.22,0.900,bicubic,-72.373,-43.100,+57 +resnetv2_50d_evos.ah_in1k,288,22.747,77.253,54.947,45.053,25.59,1.000,bicubic,-72.903,-44.203,-84 +halonet50ts.a1h_in1k,256,22.747,77.253,54.360,45.640,22.73,0.940,bicubic,-72.393,-44.420,+52 +twins_pcpvt_small.in1k,224,22.680,77.320,56.600,43.400,24.11,0.900,bicubic,-72.550,-42.280,+32 +tf_efficientnet_b4.in1k,380,22.680,77.320,56.267,43.733,19.34,0.922,bicubic,-73.140,-42.793,-127 +efficientnet_b3.ra2_in1k,288,22.667,77.333,55.080,44.920,12.23,0.875,bicubic,-72.523,-43.880,+33 +resmlp_big_24_224.fb_in1k,224,22.627,77.373,54.013,45.987,129.14,0.875,bicubic,-72.023,-44.817,+176 +hgnetv2_b2.ssld_stage2_ft_in1k,288,22.547,77.453,59.240,40.760,11.22,1.000,bicubic,-73.663,-40.180,-248 +poolformerv2_m48.sail_in1k,224,22.520,77.480,55.533,44.467,73.35,1.000,bicubic,-73.230,-43.447,-116 +repvit_m1_5.dist_450e_in1k,224,22.387,77.613,55.547,44.453,14.64,0.950,bicubic,-73.533,-43.613,-156 +vit_srelpos_small_patch16_224.sw_in1k,224,22.360,77.640,55.293,44.707,21.97,0.900,bicubic,-72.710,-43.667,+65 +ecaresnet101d_pruned.miil_in1k,288,22.333,77.667,56.453,43.547,24.88,0.950,bicubic,-73.427,-42.727,-121 +poolformer_m36.sail_in1k,224,22.267,77.733,55.147,44.853,56.17,0.950,bicubic,-73.143,-43.693,-18 +hgnetv2_b3.ssld_stage2_ft_in1k,224,22.253,77.747,57.893,42.107,16.29,0.965,bicubic,-73.677,-41.107,-163 +vit_base_patch32_224.augreg_in21k_ft_in1k,224,22.227,77.773,53.733,46.267,88.22,0.900,bicubic,-72.783,-45.237,+72 +xcit_tiny_12_p8_224.fb_dist_in1k,224,22.067,77.933,53.880,46.120,6.71,1.000,bicubic,-73.023,-44.950,+52 +resnetv2_50d_gn.ah_in1k,288,22.040,77.960,54.880,45.120,25.57,1.000,bicubic,-73.460,-44.110,-58 +wide_resnet101_2.tv2_in1k,224,22.013,77.987,54.627,45.373,126.89,0.965,bilinear,-73.537,-44.363,-82 +ecaresnet50t.a1_in1k,288,21.840,78.160,53.560,46.440,25.57,1.000,bicubic,-73.620,-45.460,-42 +resnext50_32x4d.a1h_in1k,288,21.813,78.187,54.200,45.800,25.03,1.000,bicubic,-73.627,-44.860,-37 +tf_efficientnetv2_s.in1k,300,21.773,78.227,53.293,46.707,21.46,1.000,bicubic,-74.377,-45.817,-237 +resnet101d.ra2_in1k,256,21.693,78.307,54.360,45.640,44.57,0.950,bicubic,-74.207,-44.730,-166 +res2net101d.in1k,224,21.613,78.387,51.147,48.853,45.23,0.875,bilinear,-73.227,-47.763,+112 +resnetrs152.tf_in1k,256,21.587,78.413,51.360,48.640,86.62,1.000,bicubic,-74.453,-47.540,-210 +efficientvit_b2.r224_in1k,224,21.573,78.427,55.253,44.747,24.33,0.950,bicubic,-73.737,-43.537,-6 +convnextv2_nano.fcmae_ft_in1k,224,21.547,78.453,55.427,44.573,15.62,0.875,bicubic,-73.883,-43.453,-41 +ese_vovnet57b.ra4_e3600_r256_in1k,256,21.547,78.453,53.627,46.373,38.61,0.950,bicubic,-74.253,-45.403,-141 +efficientformerv2_s2.snap_dist_in1k,224,21.533,78.467,53.880,46.120,12.71,0.950,bicubic,-73.847,-45.040,-30 +cs3sedarknet_l.c2ns_in1k,256,21.467,78.533,55.640,44.360,21.91,0.887,bicubic,-73.403,-43.170,+88 +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,21.413,78.587,54.507,45.493,13.42,0.950,bicubic,-73.377,-44.413,+111 +tresnet_m.miil_in21k_ft_in1k,224,21.387,78.613,53.520,46.480,31.39,0.875,bilinear,-74.343,-45.510,-133 +fastvit_sa12.apple_dist_in1k,256,21.307,78.693,54.600,45.400,11.58,0.900,bicubic,-73.823,-44.210,+24 +ecaresnet50t.ra2_in1k,256,21.240,78.760,53.000,47.000,25.57,0.875,bicubic,-73.600,-45.620,+101 +mambaout_kobe.in1k,288,21.227,78.773,55.000,45.000,9.14,1.000,bicubic,-73.863,-43.830,+36 +resnet50_gn.a1h_in1k,288,21.160,78.840,54.200,45.800,25.56,0.950,bicubic,-74.120,-44.790,-12 +maxvit_rmlp_pico_rw_256.sw_in1k,256,21.160,78.840,51.787,48.213,7.52,0.950,bicubic,-73.530,-46.973,+129 +swin_tiny_patch4_window7_224.ms_in1k,224,21.120,78.880,55.640,44.360,28.29,0.900,bicubic,-74.050,-43.440,+10 +repvit_m1_5.dist_300e_in1k,224,21.107,78.893,54.307,45.693,14.64,0.950,bicubic,-74.593,-44.603,-129 +pit_s_224.in1k,224,21.080,78.920,53.547,46.453,23.46,0.900,bicubic,-73.580,-45.193,+139 +convmixer_1536_20.in1k,224,20.973,79.027,55.307,44.693,51.63,0.960,bicubic,-74.107,-43.673,+32 +cs3darknet_x.c2ns_in1k,256,20.907,79.093,53.453,46.547,35.05,0.950,bicubic,-74.503,-45.677,-48 +resnet101.a2_in1k,288,20.880,79.120,51.853,48.147,44.55,1.000,bicubic,-74.550,-47.237,-56 +xcit_tiny_12_p8_224.fb_in1k,224,20.827,79.173,51.987,48.013,6.71,1.000,bicubic,-73.853,-46.593,+123 +nfnet_l0.ra2_in1k,224,20.760,79.240,55.507,44.493,35.07,0.900,bicubic,-74.670,-43.433,-60 +deit_small_distilled_patch16_224.fb_in1k,224,20.733,79.267,54.853,45.147,22.44,0.900,bicubic,-73.977,-44.167,+115 +poolformerv2_m36.sail_in1k,224,20.667,79.333,52.987,47.013,56.08,1.000,bicubic,-74.763,-45.853,-59 +resnet61q.ra2_in1k,256,20.653,79.347,52.947,47.053,36.85,0.900,bicubic,-74.687,-46.063,-36 +resnet51q.ra2_in1k,288,20.600,79.400,55.173,44.827,35.70,1.000,bilinear,-75.280,-44.077,-184 +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,20.560,79.440,53.173,46.827,15.25,0.950,bicubic,-74.080,-45.537,+135 +regnety_032.tv2_in1k,224,20.547,79.453,54.347,45.653,19.44,0.965,bicubic,-74.743,-44.583,-28 +resnet152.a1_in1k,224,20.493,79.507,48.853,51.147,60.19,0.950,bicubic,-74.647,-50.137,+4 +ecaresnetlight.miil_in1k,288,20.467,79.533,53.387,46.613,30.16,0.950,bicubic,-74.823,-45.633,-32 +resnet152.tv2_in1k,224,20.453,79.547,52.427,47.573,60.19,0.965,bilinear,-75.077,-46.533,-105 +sebotnet33ts_256.a1h_in1k,256,20.333,79.667,48.653,51.347,13.70,0.940,bicubic,-74.337,-50.077,+119 +resnetrs101.tf_in1k,288,20.320,79.680,52.600,47.400,63.62,0.940,bicubic,-75.100,-46.420,-65 +regnety_032.ra_in1k,224,20.173,79.827,52.933,47.067,19.44,0.950,bicubic,-75.227,-46.147,-60 +resnest50d_4s2x40d.in1k,224,20.093,79.907,52.907,47.093,30.42,0.875,bicubic,-74.867,-46.153,+41 +hgnet_small.paddle_in1k,224,20.040,79.960,52.627,47.373,24.36,0.965,bicubic,-75.070,-46.243,+2 +resnetaa50d.sw_in12k_ft_in1k,224,20.027,79.973,54.720,45.280,25.58,0.950,bicubic,-75.343,-44.140,-58 +resnetaa50.a1h_in1k,288,20.013,79.987,51.733,48.267,25.56,1.000,bicubic,-75.227,-47.177,-26 +hgnet_tiny.ssld_in1k,224,19.987,80.013,54.773,45.227,14.74,0.965,bicubic,-75.723,-44.417,-160 +fbnetv3_g.ra2_in1k,240,19.947,80.053,53.720,46.280,16.62,0.950,bilinear,-75.083,-45.150,+24 +mobilenetv4_conv_large.e500_r256_in1k,256,19.920,80.080,53.493,46.507,32.59,0.950,bicubic,-75.170,-45.287,+4 +xcit_nano_12_p8_384.fb_dist_in1k,384,19.760,80.240,50.560,49.440,3.05,1.000,bicubic,-73.700,-47.960,+355 +hgnetv2_b2.ssld_stage1_in22k_in1k,288,19.693,80.307,55.360,44.640,11.22,1.000,bicubic,-76.117,-43.680,-187 +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,19.693,80.307,53.253,46.747,25.03,0.875,bilinear,-75.157,-45.217,+66 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,19.680,80.320,53.120,46.880,11.07,0.950,bicubic,-75.670,-45.730,-59 +resnext50_32x4d.a1_in1k,288,19.680,80.320,50.147,49.853,25.03,1.000,bicubic,-75.160,-48.633,+68 +regnetz_b16.ra3_in1k,288,19.587,80.413,52.427,47.573,9.72,1.000,bicubic,-75.583,-46.433,-25 +haloregnetz_b.ra3_in1k,224,19.587,80.413,49.613,50.387,11.68,0.940,bicubic,-75.153,-48.607,+85 +resnet51q.ra2_in1k,256,19.560,80.440,53.533,46.467,35.70,0.875,bilinear,-75.930,-45.687,-107 +mobilenetv4_conv_medium.e500_r256_in1k,320,19.453,80.547,53.067,46.933,9.72,1.000,bicubic,-75.547,-45.833,+18 +resnext101_32x8d.tv2_in1k,176,19.440,80.560,51.893,48.107,88.79,0.875,bilinear,-75.930,-47.157,-73 +tresnet_xl.miil_in1k,224,19.347,80.653,52.827,47.173,78.44,0.875,bilinear,-76.093,-46.163,-94 +resnetv2_101.a1h_in1k,224,19.320,80.680,48.853,51.147,44.54,0.950,bicubic,-76.360,-50.157,-162 +resnet101.a1h_in1k,224,19.280,80.720,49.787,50.213,44.55,0.950,bicubic,-76.090,-49.193,-74 +senet154.gluon_in1k,224,19.133,80.867,47.280,52.720,115.09,0.875,bicubic,-75.797,-51.490,+29 +rexnet_200.nav_in1k,224,19.040,80.960,52.573,47.427,16.37,0.875,bicubic,-75.940,-46.407,+13 +lambda_resnet50ts.a1h_in1k,256,19.040,80.960,48.893,51.107,21.54,0.950,bicubic,-75.810,-49.987,+54 +resnet50d.a1_in1k,288,19.040,80.960,48.707,51.293,25.58,1.000,bicubic,-75.720,-49.983,+73 +seresnext101_64x4d.gluon_in1k,224,19.013,80.987,48.920,51.080,88.23,0.875,bicubic,-75.927,-49.880,+24 +levit_256.fb_dist_in1k,224,19.000,81.000,49.707,50.293,18.89,0.900,bicubic,-76.030,-49.093,+1 +levit_conv_256.fb_dist_in1k,224,19.000,81.000,49.707,50.293,18.89,0.900,bicubic,-76.030,-49.163,+3 +legacy_senet154.in1k,224,18.933,81.067,47.627,52.373,115.09,0.875,bilinear,-76.157,-51.303,-15 +tf_efficientnet_b1.ns_jft_in1k,240,18.907,81.093,51.680,48.320,7.79,0.882,bicubic,-76.233,-46.730,-33 +repvgg_b3.rvgg_in1k,224,18.867,81.133,49.827,50.173,123.09,0.875,bilinear,-75.683,-48.953,+126 +gcvit_xxtiny.in1k,224,18.827,81.173,53.107,46.893,12.00,0.875,bicubic,-75.553,-45.453,+160 +eca_nfnet_l0.ra2_in1k,224,18.747,81.253,53.333,46.667,24.14,0.900,bicubic,-76.523,-45.767,-62 +deit_small_patch16_224.fb_in1k,224,18.720,81.280,51.093,48.907,22.05,0.900,bicubic,-75.710,-47.607,+151 +mobilevitv2_200.cvnets_in1k,256,18.613,81.387,50.000,50.000,18.45,0.888,bicubic,-76.247,-48.810,+39 +mixer_b16_224.miil_in21k_ft_in1k,224,18.547,81.453,51.213,48.787,59.88,0.875,bilinear,-76.813,-47.657,-86 +edgenext_small.usi_in1k,320,18.520,81.480,53.573,46.427,5.59,1.000,bicubic,-76.900,-45.527,-103 +ecaresnet50t.a2_in1k,288,18.427,81.573,48.760,51.240,25.57,1.000,bicubic,-76.923,-50.050,-87 +regnetx_080.tv2_in1k,224,18.413,81.587,50.133,49.867,39.57,0.965,bicubic,-76.697,-48.577,-30 +poolformer_s36.sail_in1k,224,18.293,81.707,52.027,47.973,30.86,0.900,bicubic,-76.817,-47.003,-34 +repvit_m3.dist_in1k,224,18.293,81.707,51.680,48.320,10.68,0.950,bicubic,-76.947,-47.190,-63 +seresnet50.ra2_in1k,288,18.280,81.720,51.027,48.973,28.09,0.950,bicubic,-77.050,-47.913,-85 +seresnext50_32x4d.racm_in1k,224,18.240,81.760,50.893,49.107,27.56,0.875,bicubic,-76.790,-47.997,-15 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,18.133,81.867,54.427,45.573,14.62,1.000,bilinear,-77.177,-44.573,-82 +wide_resnet50_2.tv2_in1k,224,18.133,81.867,52.267,47.733,68.88,0.965,bilinear,-76.737,-46.533,+17 +ese_vovnet39b.ra_in1k,288,18.107,81.893,49.613,50.387,24.57,0.950,bicubic,-76.783,-49.197,+11 +cait_xxs36_224.fb_dist_in1k,224,18.080,81.920,49.267,50.733,17.30,1.000,bicubic,-76.180,-49.203,+168 +sehalonet33ts.ra2_in1k,256,18.040,81.960,47.613,52.387,13.69,0.940,bicubic,-76.750,-51.337,+40 +mobilenetv4_hybrid_medium.e500_r224_in1k,256,18.000,82.000,51.613,48.387,11.07,1.000,bicubic,-77.480,-47.327,-132 +ecaresnet50d.miil_in1k,224,18.000,82.000,51.507,48.493,25.58,0.875,bicubic,-76.630,-47.193,+85 +tf_efficientnet_lite4.in1k,380,17.960,82.040,50.293,49.707,13.01,0.920,bilinear,-76.930,-48.567,+4 +gcresnet50t.ra2_in1k,288,17.947,82.053,49.373,50.627,25.90,1.000,bicubic,-77.333,-49.527,-82 +cs3darknet_l.c2ns_in1k,288,17.880,82.120,51.453,48.547,21.16,0.950,bicubic,-77.260,-47.637,-55 +resnet101.a1_in1k,224,17.853,82.147,45.573,54.427,44.55,0.950,bicubic,-76.677,-53.147,+110 +resnest50d_1s4x24d.in1k,224,17.640,82.360,49.627,50.373,25.68,0.875,bicubic,-77.120,-48.843,+36 +mobilevitv2_175.cvnets_in1k,256,17.587,82.413,49.280,50.720,14.25,0.888,bicubic,-77.283,-49.670,+7 +resnet50d.ra2_in1k,288,17.547,82.453,49.907,50.093,25.58,0.950,bicubic,-77.463,-49.113,-25 +resnetv2_50.a1h_in1k,288,17.547,82.453,49.853,50.147,25.55,1.000,bicubic,-77.313,-48.937,+14 +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,17.547,82.453,49.747,50.253,5.79,1.000,bicubic,-76.083,-48.493,+278 +tiny_vit_5m_224.in1k,224,17.533,82.467,49.973,50.027,5.39,0.950,bicubic,-76.747,-48.777,+153 +hgnet_tiny.paddle_in1k,288,17.480,82.520,50.827,49.173,14.74,1.000,bicubic,-77.480,-48.083,-17 +seresnext101_32x4d.gluon_in1k,224,17.400,82.600,46.493,53.507,48.96,0.875,bicubic,-77.520,-52.387,-8 +resnest50d.in1k,224,17.347,82.653,50.547,49.453,27.48,0.875,bilinear,-77.483,-48.183,+19 +resnet152.a2_in1k,224,17.347,82.653,45.600,54.400,60.19,0.950,bicubic,-77.603,-53.360,-15 +inception_v4.tf_in1k,299,17.320,82.680,45.373,54.627,42.68,0.875,bicubic,-77.060,-53.517,+128 +resnet50.c2_in1k,288,17.307,82.693,49.333,50.667,25.56,1.000,bicubic,-77.583,-49.687,-7 +hgnetv2_b2.ssld_stage2_ft_in1k,224,17.293,82.707,51.787,48.213,11.22,0.965,bicubic,-78.247,-47.213,-182 +dm_nfnet_f0.dm_in1k,192,17.200,82.800,45.027,54.973,71.49,0.900,bicubic,-78.180,-53.923,-124 +convnext_pico.d1_in1k,288,17.160,82.840,49.720,50.280,9.05,0.950,bicubic,-77.590,-48.980,+28 +tf_efficientnet_b3.ap_in1k,300,17.133,82.867,49.573,50.427,12.23,0.904,bicubic,-78.227,-49.327,-121 +xcit_tiny_24_p16_224.fb_dist_in1k,224,17.093,82.907,47.427,52.573,12.12,1.000,bicubic,-77.437,-51.203,+90 +efficientnet_el.ra_in1k,300,17.067,82.933,49.800,50.200,10.59,0.904,bicubic,-78.053,-49.190,-70 +resnetv2_34d.ra4_e3600_r384_in1k,448,17.027,82.973,47.573,52.427,21.82,1.000,bicubic,-77.463,-51.207,+102 +regnetx_032.tv2_in1k,224,17.000,83.000,48.120,51.880,15.30,0.965,bicubic,-77.660,-50.720,+45 +fastvit_s12.apple_dist_in1k,256,16.987,83.013,49.333,50.667,9.47,0.900,bicubic,-77.883,-49.527,-8 +gcresnext50ts.ch_in1k,288,16.973,83.027,47.920,52.080,15.67,1.000,bicubic,-77.897,-50.630,-12 +xception71.tf_in1k,299,16.893,83.107,45.613,54.387,42.34,0.903,bicubic,-77.437,-53.037,+123 +cs3darknet_focus_l.c2ns_in1k,288,16.853,83.147,50.053,49.947,21.15,0.950,bicubic,-78.307,-48.907,-84 +mambaout_femto.in1k,288,16.827,83.173,49.040,50.960,7.30,1.000,bicubic,-77.793,-49.520,+60 +hrnet_w18_ssld.paddle_in1k,224,16.827,83.173,46.867,53.133,21.30,0.950,bilinear,-78.533,-52.203,-132 +regnety_016.tv2_in1k,224,16.773,83.227,49.840,50.160,11.20,0.965,bicubic,-77.807,-49.040,+67 +tf_efficientnet_b3.aa_in1k,300,16.760,83.240,49.240,50.760,12.23,0.904,bicubic,-78.250,-49.670,-48 +gc_efficientnetv2_rw_t.agc_in1k,224,16.747,83.253,46.667,53.333,13.68,1.000,bicubic,-78.293,-52.173,-57 +convnextv2_pico.fcmae_ft_in1k,288,16.720,83.280,49.987,50.013,9.07,0.950,bicubic,-78.530,-48.983,-110 +efficientnetv2_rw_t.ra2_in1k,224,16.720,83.280,47.093,52.907,13.65,1.000,bicubic,-78.260,-51.897,-45 +resnext101_64x4d.gluon_in1k,224,16.720,83.280,44.027,55.973,83.46,0.875,bicubic,-77.950,-54.473,+33 +resmlp_36_224.fb_distilled_in1k,224,16.707,83.293,51.093,48.907,44.69,0.875,bicubic,-78.173,-47.777,-27 +poolformerv2_s36.sail_in1k,224,16.680,83.320,49.253,50.747,30.79,1.000,bicubic,-78.650,-49.757,-129 +resnet50d.ra4_e3600_r224_in1k,288,16.587,83.413,49.173,50.827,25.58,1.000,bicubic,-78.733,-49.807,-128 +tf_efficientnetv2_b3.in1k,300,16.587,83.413,48.480,51.520,14.36,0.904,bicubic,-78.593,-50.340,-101 +ecaresnet50t.a1_in1k,224,16.520,83.480,47.160,52.840,25.57,0.950,bicubic,-78.160,-51.600,+23 +inception_resnet_v2.tf_in1k,299,16.467,83.533,44.680,55.320,55.84,0.897,bicubic,-78.103,-54.120,+59 +tresnet_l.miil_in1k,224,16.440,83.560,49.573,50.427,55.99,0.875,bilinear,-78.830,-49.387,-121 +resnet152s.gluon_in1k,224,16.440,83.560,44.347,55.653,60.32,0.875,bicubic,-78.620,-54.493,-72 +convnext_pico_ols.d1_in1k,288,16.347,83.653,49.267,50.733,9.06,1.000,bicubic,-78.303,-49.243,+32 +resnet101.tv2_in1k,224,16.333,83.667,48.333,51.667,44.55,0.965,bilinear,-78.957,-50.707,-128 +gcresnet50t.ra2_in1k,256,16.320,83.680,48.320,51.680,25.90,0.900,bicubic,-78.540,-50.620,-25 +resnet152d.gluon_in1k,224,16.320,83.680,44.080,55.920,60.21,0.875,bicubic,-78.500,-54.680,-13 +fastvit_sa12.apple_in1k,256,16.307,83.693,49.387,50.613,11.58,0.900,bicubic,-78.583,-49.523,-41 +convnext_nano.d1h_in1k,224,16.293,83.707,47.440,52.560,15.59,0.950,bicubic,-78.637,-51.230,-48 +mobilevitv2_150.cvnets_in1k,256,16.253,83.747,47.960,52.040,10.59,0.888,bicubic,-78.277,-50.840,+60 +gernet_l.idstcv_in1k,256,16.253,83.747,46.773,53.227,31.08,0.875,bilinear,-78.847,-52.127,-90 +resmlp_24_224.fb_distilled_in1k,224,16.227,83.773,50.093,49.907,30.02,0.875,bicubic,-78.223,-48.607,+78 +seresnet50.a1_in1k,288,16.213,83.787,46.840,53.160,28.09,1.000,bicubic,-78.457,-51.960,+12 +convnext_nano_ols.d1h_in1k,224,16.200,83.800,47.893,52.107,15.65,0.950,bicubic,-78.540,-50.727,-4 +wide_resnet50_2.racm_in1k,224,16.133,83.867,48.093,51.907,68.88,0.875,bicubic,-78.937,-50.887,-86 +inception_resnet_v2.tf_ens_adv_in1k,299,16.120,83.880,43.333,56.667,55.84,0.897,bicubic,-78.100,-55.267,+116 +resnetv2_50d_evos.ah_in1k,224,16.107,83.893,46.467,53.533,25.59,0.950,bicubic,-78.863,-52.283,-66 +repvgg_b3g4.rvgg_in1k,224,16.067,83.933,47.480,52.520,83.83,0.875,bilinear,-78.453,-51.340,+56 +gcresnext50ts.ch_in1k,256,16.067,83.933,46.120,53.880,15.67,0.900,bicubic,-78.473,-52.590,+49 +resnetv2_50d_gn.ah_in1k,224,16.053,83.947,46.133,53.867,25.57,0.950,bicubic,-78.707,-52.667,-17 +xcit_tiny_24_p16_224.fb_in1k,224,16.053,83.947,45.267,54.733,12.12,1.000,bicubic,-78.037,-53.243,+144 +gmlp_s16_224.ra3_in1k,224,16.053,83.947,44.707,55.293,19.42,0.875,bicubic,-78.097,-53.923,+134 +repvit_m1_1.dist_450e_in1k,224,16.040,83.960,49.120,50.880,8.80,0.950,bicubic,-78.850,-49.800,-58 +ecaresnet50d_pruned.miil_in1k,288,15.920,84.080,49.627,50.373,19.94,0.950,bicubic,-79.190,-49.303,-109 +efficientnet_b1.ra4_e3600_r240_in1k,288,15.907,84.093,48.667,51.333,7.79,1.000,bicubic,-79.413,-50.473,-154 +ecaresnet101d_pruned.miil_in1k,224,15.907,84.093,48.573,51.427,24.88,0.875,bicubic,-79.173,-50.457,-99 +swiftformer_l1.dist_in1k,224,15.893,84.107,48.280,51.720,12.06,0.950,bicubic,-78.907,-50.650,-34 +mobilenetv4_hybrid_medium.e500_r224_in1k,224,15.893,84.107,47.920,52.080,11.07,0.950,bicubic,-78.977,-50.930,-52 +xception65.tf_in1k,299,15.893,84.107,43.507,56.493,39.92,0.903,bicubic,-77.877,-54.743,+199 +resnet50.fb_ssl_yfcc100m_ft_in1k,224,15.840,84.160,49.333,50.667,25.56,0.875,bilinear,-78.650,-49.207,+53 +resnet50.a1_in1k,288,15.840,84.160,45.560,54.440,25.56,1.000,bicubic,-78.930,-53.200,-32 +edgenext_small_rw.sw_in1k,320,15.800,84.200,49.520,50.480,7.83,1.000,bicubic,-78.880,-49.300,-11 +resnext50_32x4d.ra_in1k,288,15.760,84.240,46.947,53.053,25.03,0.950,bicubic,-78.930,-51.853,-14 +resnet50.c1_in1k,288,15.653,84.347,47.107,52.893,25.56,1.000,bicubic,-79.137,-51.463,-38 +fastvit_t12.apple_dist_in1k,256,15.613,84.387,47.653,52.347,7.55,0.900,bicubic,-79.007,-51.197,+14 +ecaresnet26t.ra2_in1k,320,15.507,84.493,47.867,52.133,16.01,0.950,bicubic,-78.803,-50.993,+77 +vit_base_patch32_384.augreg_in1k,384,15.493,84.507,43.733,56.267,88.30,1.000,bicubic,-78.147,-54.737,+208 +coat_tiny.in1k,224,15.467,84.533,45.520,54.480,5.50,0.900,bicubic,-78.113,-53.160,+217 +regnety_320.pycls_in1k,224,15.453,84.547,44.680,55.320,145.05,0.875,bicubic,-79.127,-53.680,+19 +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,15.440,84.560,47.960,52.040,9.72,1.000,bicubic,-79.430,-50.720,-66 +convmixer_768_32.in1k,224,15.387,84.613,47.613,52.387,21.11,0.960,bicubic,-79.113,-51.207,+38 +resnet50.d_in1k,288,15.347,84.653,44.493,55.507,25.56,1.000,bicubic,-79.633,-54.257,-93 +edgenext_small.usi_in1k,256,15.320,84.680,48.360,51.640,5.59,0.950,bicubic,-79.630,-50.440,-87 +resnet50d.a2_in1k,288,15.320,84.680,44.547,55.453,25.58,1.000,bicubic,-79.270,-54.123,+8 +ecaresnetlight.miil_in1k,224,15.227,84.773,45.600,54.400,30.16,0.875,bicubic,-79.533,-53.380,-42 +resnext50d_32x4d.bt_in1k,288,15.213,84.787,45.933,54.067,25.05,0.950,bicubic,-79.337,-52.757,+21 +cs3darknet_l.c2ns_in1k,256,15.187,84.813,48.853,51.147,21.16,0.887,bicubic,-79.363,-50.057,+18 +skresnext50_32x4d.ra_in1k,224,15.173,84.827,44.520,55.480,27.48,0.875,bicubic,-79.087,-54.190,+78 +repvit_m1_0.dist_450e_in1k,224,15.027,84.973,46.653,53.347,7.30,0.950,bicubic,-79.533,-51.987,+13 +fastvit_s12.apple_in1k,256,15.027,84.973,45.027,54.973,9.47,0.900,bicubic,-79.193,-53.563,+82 +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,15.027,84.973,42.333,57.667,119.42,0.900,bicubic,-78.723,-55.767,+180 +seresnet33ts.ra2_in1k,288,15.013,84.987,47.067,52.933,19.78,1.000,bicubic,-80.027,-51.833,-118 +resnext50_32x4d.a2_in1k,288,15.013,84.987,45.093,54.907,25.03,1.000,bicubic,-79.547,-53.797,+11 +efficientvit_b1.r288_in1k,288,15.000,85.000,46.667,53.333,9.10,1.000,bicubic,-79.490,-52.253,+31 +eca_resnet33ts.ra2_in1k,288,14.987,85.013,48.627,51.373,19.68,1.000,bicubic,-79.663,-50.143,-22 +hgnetv2_b2.ssld_stage1_in22k_in1k,224,14.947,85.053,48.347,51.653,11.22,0.965,bicubic,-80.273,-50.733,-165 +vit_base_patch16_224.augreg_in1k,224,14.907,85.093,41.893,58.107,86.57,0.900,bicubic,-78.723,-56.707,+190 +cait_xxs24_224.fb_dist_in1k,224,14.880,85.120,44.627,55.373,11.96,1.000,bicubic,-78.710,-54.073,+195 +fasternet_s.in1k,224,14.867,85.133,47.427,52.573,31.18,1.000,bicubic,-80.223,-51.523,-134 +regnetz_b16.ra3_in1k,224,14.827,85.173,45.800,54.200,9.72,0.940,bicubic,-79.733,-53.080,+3 +mambaout_kobe.in1k,224,14.800,85.200,45.867,54.133,9.14,1.000,bicubic,-79.420,-52.733,+69 +levit_conv_192.fb_dist_in1k,224,14.680,85.320,44.653,55.347,10.95,0.900,bicubic,-79.500,-53.887,+82 +levit_192.fb_dist_in1k,224,14.667,85.333,44.640,55.360,10.95,0.900,bicubic,-79.513,-53.900,+80 +seresnet50.a2_in1k,288,14.653,85.347,44.160,55.840,28.09,1.000,bicubic,-80.027,-54.670,-42 +poolformerv2_s24.sail_in1k,224,14.640,85.360,45.973,54.027,21.34,1.000,bicubic,-80.010,-52.917,-30 +convnextv2_pico.fcmae_ft_in1k,224,14.627,85.373,45.853,54.147,9.07,0.875,bicubic,-79.833,-52.767,+23 +res2net50d.in1k,224,14.613,85.387,44.507,55.493,25.72,0.875,bilinear,-79.697,-54.213,+47 +gcresnet33ts.ra2_in1k,288,14.573,85.427,46.013,53.987,19.88,1.000,bicubic,-80.347,-52.767,-106 +repvit_m1_1.dist_300e_in1k,224,14.547,85.453,46.800,53.200,8.80,0.950,bicubic,-80.213,-52.060,-68 +cs3darknet_focus_l.c2ns_in1k,256,14.480,85.520,46.507,53.493,21.15,0.887,bicubic,-80.180,-52.273,-41 +darknet53.c2ns_in1k,288,14.440,85.560,46.827,53.173,41.61,1.000,bicubic,-80.180,-52.073,-24 +coat_lite_mini.in1k,224,14.400,85.600,44.533,55.467,11.01,0.900,bicubic,-79.650,-54.117,+101 +resnet50.tv2_in1k,224,14.387,85.613,46.733,53.267,25.56,0.965,bilinear,-80.273,-51.987,-43 +efficientnet_el_pruned.in1k,300,14.387,85.613,45.840,54.160,10.59,0.904,bicubic,-80.003,-52.910,+26 +rexnet_150.nav_in1k,224,14.373,85.627,46.400,53.600,9.73,0.875,bicubic,-80.107,-52.390,+11 +efficientnet_b2.ra_in1k,288,14.320,85.680,45.827,54.173,9.11,1.000,bicubic,-80.320,-52.763,-38 +resnext50_32x4d.a1h_in1k,224,14.320,85.680,44.000,56.000,25.03,0.950,bicubic,-80.220,-54.600,-7 +seresnet33ts.ra2_in1k,256,14.280,85.720,45.840,54.160,19.78,0.900,bicubic,-80.580,-52.880,-97 +darknetaa53.c2ns_in1k,288,14.120,85.880,44.880,55.120,36.02,1.000,bilinear,-80.400,-53.880,-3 +poolformer_s24.sail_in1k,224,14.107,85.893,47.040,52.960,21.39,0.900,bicubic,-80.473,-51.800,-25 +seresnet50.ra2_in1k,224,14.080,85.920,45.293,54.707,28.09,0.875,bicubic,-80.490,-53.467,-20 +repvit_m2.dist_in1k,224,14.053,85.947,46.320,53.680,8.80,0.950,bicubic,-80.687,-52.350,-73 +pvt_v2_b1.in1k,224,14.027,85.973,47.360,52.640,14.01,0.900,bicubic,-79.803,-51.050,+129 +mobilevitv2_125.cvnets_in1k,256,14.000,86.000,44.280,55.720,7.48,0.888,bicubic,-79.990,-54.350,+102 +eca_resnet33ts.ra2_in1k,256,13.987,86.013,47.027,52.973,19.68,0.900,bicubic,-80.213,-51.633,+51 +gernet_m.idstcv_in1k,224,13.987,86.013,45.867,54.133,21.14,0.875,bilinear,-80.663,-52.993,-52 +fbnetv3_d.ra2_in1k,256,13.947,86.053,45.987,54.013,10.31,0.950,bilinear,-79.973,-52.753,+109 +resnet101.a2_in1k,224,13.907,86.093,42.960,57.040,44.55,0.950,bicubic,-80.793,-55.680,-72 +legacy_seresnext101_32x4d.in1k,224,13.853,86.147,42.600,57.400,48.96,0.875,bilinear,-80.517,-55.880,+15 +resnext101_32x4d.gluon_in1k,224,13.680,86.320,41.347,58.653,44.18,0.875,bicubic,-80.850,-57.173,-18 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,13.653,86.347,47.400,52.600,14.62,0.950,bilinear,-81.207,-51.470,-112 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,13.653,86.347,45.400,54.600,8.46,0.950,bicubic,-81.297,-53.170,-135 +gcresnet33ts.ra2_in1k,256,13.640,86.360,44.813,55.187,19.88,0.900,bicubic,-80.860,-54.037,-12 +edgenext_small_rw.sw_in1k,256,13.600,86.400,45.907,54.093,7.83,0.900,bicubic,-80.330,-52.693,+97 +mobilenetv4_conv_medium.e500_r256_in1k,256,13.600,86.400,44.893,55.107,9.72,0.950,bicubic,-80.700,-53.467,+21 +efficientnet_b2.ra_in1k,256,13.600,86.400,44.213,55.787,9.11,0.875,bicubic,-80.420,-54.137,+86 +dpn68b.ra_in1k,288,13.600,86.400,39.453,60.547,12.61,1.000,bicubic,-80.380,-59.087,+94 +fastvit_t12.apple_in1k,256,13.587,86.413,43.253,56.747,7.55,0.900,bicubic,-80.403,-55.267,+87 +hgnet_tiny.paddle_in1k,224,13.573,86.427,44.000,56.000,14.74,0.965,bicubic,-80.717,-54.800,+20 +pit_xs_distilled_224.in1k,224,13.507,86.493,45.107,54.893,11.00,0.900,bicubic,-80.273,-53.503,+125 +wide_resnet101_2.tv2_in1k,176,13.453,86.547,40.893,59.107,126.89,0.875,bilinear,-81.017,-57.787,-13 +seresnext50_32x4d.gluon_in1k,224,13.440,86.560,43.440,56.560,27.56,0.875,bicubic,-80.920,-55.180,+5 +resmlp_36_224.fb_in1k,224,13.427,86.573,46.253,53.747,44.69,0.875,bicubic,-80.773,-52.077,+35 +darknet53.c2ns_in1k,256,13.427,86.573,44.720,55.280,41.61,0.887,bicubic,-80.883,-53.830,+8 +ecaresnet50t.a2_in1k,224,13.400,86.600,42.493,57.507,25.57,0.950,bicubic,-81.100,-56.287,-23 +mobilenetv4_conv_medium.e500_r224_in1k,256,13.373,86.627,45.067,54.933,9.72,1.000,bicubic,-81.387,-53.863,-104 +eca_botnext26ts_256.c1_in1k,256,13.360,86.640,42.267,57.733,10.59,0.950,bicubic,-80.440,-56.163,+114 +resnet50_gn.a1h_in1k,224,13.333,86.667,42.773,57.227,25.56,0.940,bicubic,-81.027,-55.917,-2 +resnet152.a3_in1k,224,13.267,86.733,42.787,57.213,60.19,0.950,bicubic,-81.453,-56.033,-96 +repvgg_b2g4.rvgg_in1k,224,13.227,86.773,43.427,56.573,61.76,0.875,bilinear,-80.643,-55.183,+95 +regnetx_320.pycls_in1k,224,13.173,86.827,40.227,59.773,107.81,0.875,bicubic,-81.267,-58.503,-19 +visformer_tiny.in1k,224,13.160,86.840,43.560,56.440,10.32,0.900,bicubic,-80.430,-54.890,+140 +resnet50.b1k_in1k,288,13.147,86.853,43.773,56.227,25.56,1.000,bicubic,-81.723,-54.997,-138 +resnet50d.a1_in1k,224,13.133,86.867,41.227,58.773,25.58,0.950,bicubic,-81.167,-57.513,+4 +ese_vovnet39b.ra_in1k,224,13.120,86.880,43.707,56.293,24.57,0.875,bicubic,-80.990,-54.623,+45 +efficientformerv2_s1.snap_dist_in1k,224,13.080,86.920,42.627,57.373,6.19,0.950,bicubic,-81.120,-56.143,+23 +vit_small_patch16_224.augreg_in1k,224,13.080,86.920,40.987,59.013,22.05,0.900,bicubic,-80.820,-57.643,+84 +cspresnext50.ra_in1k,256,13.040,86.960,45.053,54.947,20.57,0.887,bilinear,-81.790,-53.817,-126 +efficientnet_b3_pruned.in1k,300,13.027,86.973,44.893,55.107,9.86,0.904,bicubic,-81.633,-53.917,-88 +mobilevit_s.cvnets_in1k,256,13.013,86.987,40.827,59.173,5.58,0.900,bicubic,-80.197,-57.493,+188 +mixnet_xl.ra_in1k,224,12.960,87.040,43.160,56.840,11.90,0.875,bicubic,-81.240,-55.480,+20 +nf_regnet_b1.ra2_in1k,288,12.907,87.093,43.907,56.093,10.22,0.900,bicubic,-81.243,-54.783,+33 +efficientformer_l1.snap_dist_in1k,224,12.893,87.107,45.147,54.853,12.29,0.950,bicubic,-81.607,-53.493,-45 +eca_halonext26ts.c1_in1k,256,12.893,87.107,42.200,57.800,10.76,0.940,bicubic,-81.177,-56.300,+43 +resnext50_32x4d.a1_in1k,224,12.893,87.107,40.813,59.187,25.03,0.950,bicubic,-81.177,-57.817,+43 +resnet101d.gluon_in1k,224,12.773,87.227,41.333,58.667,44.57,0.875,bicubic,-81.477,-57.217,+1 +regnetx_016.tv2_in1k,224,12.760,87.240,45.160,54.840,9.19,0.965,bicubic,-81.410,-53.580,+18 +repvit_m1_0.dist_300e_in1k,224,12.720,87.280,43.920,56.080,7.30,0.950,bicubic,-81.610,-54.930,-21 +pit_xs_224.in1k,224,12.720,87.280,42.613,57.387,10.62,0.900,bicubic,-80.410,-55.707,+193 +resnetv2_34d.ra4_e3600_r384_in1k,384,12.627,87.373,41.547,58.453,21.82,1.000,bicubic,-81.443,-56.653,+35 +hgnetv2_b1.ssld_stage2_ft_in1k,288,12.600,87.400,46.720,53.280,6.34,1.000,bicubic,-81.980,-52.240,-77 +resnetblur50.bt_in1k,288,12.573,87.427,44.280,55.720,25.56,0.950,bicubic,-81.897,-54.500,-45 +tf_efficientnet_b3.in1k,300,12.560,87.440,43.240,56.760,12.23,0.904,bicubic,-82.070,-55.540,-89 +crossvit_9_dagger_240.in1k,240,12.560,87.440,41.387,58.613,8.78,0.875,bicubic,-80.380,-56.873,+213 +resnet50.b2k_in1k,288,12.547,87.453,43.787,56.213,25.56,1.000,bicubic,-82.173,-54.903,-123 +resnext50_32x4d.tv2_in1k,224,12.533,87.467,42.853,57.147,25.03,0.965,bilinear,-82.097,-55.917,-92 +inception_v3.gluon_in1k,299,12.507,87.493,40.200,59.800,23.83,0.875,bicubic,-80.993,-58.340,+131 +resmlp_24_224.fb_in1k,224,12.467,87.533,43.413,56.587,30.02,0.875,bicubic,-81.553,-55.047,+45 +tresnet_m.miil_in1k,224,12.467,87.533,41.707,58.293,31.39,0.875,bilinear,-82.153,-57.093,-88 +efficientvit_b1.r256_in1k,256,12.440,87.560,41.947,58.053,9.10,1.000,bicubic,-81.590,-56.423,+41 +efficientnet_b1.ra4_e3600_r240_in1k,240,12.427,87.573,43.973,56.027,7.79,0.900,bicubic,-82.423,-54.737,-156 +wide_resnet50_2.tv2_in1k,176,12.427,87.573,43.467,56.533,68.88,0.875,bilinear,-81.773,-55.213,-4 +darknetaa53.c2ns_in1k,256,12.413,87.587,42.760,57.240,36.02,0.887,bilinear,-81.487,-55.700,+55 +resnetv2_34d.ra4_e3600_r224_in1k,288,12.373,87.627,40.120,59.880,21.82,1.000,bicubic,-82.027,-58.370,-45 +regnety_120.pycls_in1k,224,12.347,87.653,41.773,58.227,51.82,0.875,bicubic,-82.173,-56.897,-70 +coat_lite_tiny.in1k,224,12.280,87.720,41.107,58.893,5.72,0.900,bicubic,-80.980,-57.163,+160 +ecaresnet26t.ra2_in1k,256,12.267,87.733,42.640,57.360,16.01,0.875,bicubic,-81.573,-56.010,+64 +convnext_femto_ols.d1_in1k,288,12.240,87.760,43.440,56.560,5.23,0.950,bicubic,-81.650,-54.980,+53 +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,12.227,87.773,42.973,57.027,9.72,0.950,bicubic,-82.063,-55.777,-29 +resnet50.a1h_in1k,224,12.213,87.787,43.853,56.147,25.56,1.000,bicubic,-82.567,-54.837,-152 +resnetaa50.a1h_in1k,224,12.213,87.787,42.360,57.640,25.56,0.950,bicubic,-82.427,-56.420,-110 +regnety_160.pycls_in1k,224,12.200,87.800,41.133,58.867,83.59,0.875,bicubic,-82.170,-57.697,-49 +resnet50.a2_in1k,288,12.080,87.920,40.107,59.893,25.56,1.000,bicubic,-82.560,-58.203,-113 +efficientnet_em.ra2_in1k,240,12.013,87.987,43.667,56.333,6.90,0.882,bicubic,-81.827,-55.143,+56 +resnet101s.gluon_in1k,224,11.987,88.013,40.800,59.200,44.67,0.875,bicubic,-82.753,-57.880,-148 +hgnetv2_b1.ssld_stage1_in22k_in1k,288,11.973,88.027,45.333,54.667,6.34,1.000,bicubic,-82.607,-53.507,-100 +convnext_pico.d1_in1k,224,11.947,88.053,43.440,56.560,9.05,0.875,bicubic,-82.113,-55.040,+12 +shvit_s4.in1k,256,11.933,88.067,41.267,58.733,16.59,0.875,bicubic,-82.037,-57.193,+32 +hrnet_w64.ms_in1k,224,11.920,88.080,40.773,59.227,128.06,0.875,bilinear,-82.110,-57.847,+19 +resnetrs101.tf_in1k,192,11.920,88.080,38.693,61.307,63.62,0.940,bicubic,-82.780,-60.017,-145 +resnet101.a3_in1k,224,11.787,88.213,40.280,59.720,44.55,0.950,bicubic,-82.263,-58.190,+11 +xcit_tiny_12_p16_224.fb_dist_in1k,224,11.747,88.253,39.853,60.147,6.72,1.000,bicubic,-81.653,-58.367,+122 +resnet50d.ra2_in1k,224,11.733,88.267,42.200,57.800,25.58,0.875,bicubic,-82.567,-56.580,-47 +ecaresnet50t.a3_in1k,224,11.720,88.280,40.907,59.093,25.57,0.950,bicubic,-82.680,-57.693,-67 +nf_resnet50.ra2_in1k,288,11.707,88.293,45.333,54.667,25.56,0.940,bicubic,-82.913,-53.467,-116 +xception41.tf_in1k,299,11.707,88.293,38.707,61.293,26.97,0.903,bicubic,-81.713,-59.893,+115 +cspdarknet53.ra_in1k,256,11.693,88.307,43.240,56.760,27.64,0.887,bilinear,-82.977,-55.410,-143 +fbnetv3_b.ra2_in1k,256,11.680,88.320,44.133,55.867,8.60,0.950,bilinear,-82.310,-54.427,+16 +efficientnet_b0.ra4_e3600_r224_in1k,256,11.640,88.360,40.893,59.107,5.29,1.000,bicubic,-82.230,-57.497,+38 +gmixer_24_224.ra3_in1k,224,11.627,88.373,37.267,62.733,24.72,0.875,bicubic,-81.243,-60.623,+181 +convnextv2_femto.fcmae_ft_in1k,288,11.600,88.400,40.600,59.400,5.23,0.950,bicubic,-82.570,-58.030,-25 +vit_small_patch32_224.augreg_in21k_ft_in1k,224,11.587,88.413,39.533,60.467,22.88,0.900,bicubic,-80.493,-58.717,+260 +botnet26t_256.c1_in1k,256,11.507,88.493,39.760,60.240,12.49,0.950,bicubic,-82.013,-58.700,+89 +resnet50.ra_in1k,288,11.493,88.507,41.160,58.840,25.56,0.950,bicubic,-82.727,-57.480,-45 +dla102x2.in1k,224,11.453,88.547,41.133,58.867,41.28,0.875,bilinear,-82.607,-57.357,-5 +mambaout_femto.in1k,224,11.400,88.600,41.080,58.920,7.30,1.000,bicubic,-82.300,-57.420,+58 +seresnet50.a1_in1k,224,11.400,88.600,39.107,60.893,28.09,0.950,bicubic,-82.650,-59.303,-1 +regnety_080.pycls_in1k,224,11.387,88.613,40.733,59.267,39.18,0.875,bicubic,-82.793,-57.937,-37 +xcit_nano_12_p16_384.fb_dist_in1k,384,11.387,88.613,39.587,60.413,3.05,1.000,bicubic,-80.503,-58.453,+275 +efficientvit_b1.r224_in1k,224,11.373,88.627,39.920,60.080,9.10,0.950,bicubic,-82.167,-58.650,+80 +levit_128.fb_dist_in1k,224,11.360,88.640,39.747,60.253,9.21,0.900,bicubic,-82.020,-58.633,+107 +resnet152.tv2_in1k,176,11.347,88.653,38.053,61.947,60.19,0.875,bilinear,-82.753,-60.427,-20 +fbnetv3_d.ra2_in1k,224,11.307,88.693,41.053,58.947,10.31,0.950,bilinear,-82.133,-57.307,+92 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,11.293,88.707,42.067,57.933,8.46,0.900,bicubic,-83.027,-56.513,-74 +efficientnet_b2_pruned.in1k,260,11.293,88.707,41.813,58.187,8.31,0.890,bicubic,-82.847,-56.707,-27 +lambda_resnet26t.c1_in1k,256,11.293,88.707,39.960,60.040,10.96,0.940,bicubic,-82.577,-58.640,+20 +levit_conv_128.fb_dist_in1k,224,11.293,88.707,39.720,60.280,9.21,0.900,bicubic,-82.087,-58.650,+102 +tf_efficientnet_el.in1k,300,11.253,88.747,41.440,58.560,10.59,0.904,bicubic,-83.147,-57.270,-92 +tf_efficientnetv2_b3.in1k,240,11.227,88.773,39.173,60.827,14.36,0.904,bicubic,-83.363,-59.487,-136 +seresnext26t_32x4d.bt_in1k,288,11.187,88.813,40.747,59.253,16.81,0.950,bicubic,-82.383,-57.763,+67 +dpn92.mx_in1k,224,11.120,88.880,39.440,60.560,37.67,0.875,bicubic,-83.160,-59.220,-70 +convnext_femto.d1_in1k,288,11.107,88.893,42.573,57.427,5.22,0.950,bicubic,-82.823,-55.977,+3 +resnetv2_34.ra4_e3600_r224_in1k,288,11.107,88.893,37.973,62.027,21.80,1.000,bicubic,-83.103,-60.727,-58 +tf_efficientnet_b0.ns_jft_in1k,224,11.093,88.907,39.907,60.093,5.29,0.875,bicubic,-82.597,-58.723,+42 +mobilenetv4_conv_medium.e500_r224_in1k,224,11.080,88.920,40.453,59.547,9.72,0.950,bicubic,-83.130,-58.107,-61 +ecaresnet50d_pruned.miil_in1k,224,11.053,88.947,42.027,57.973,19.94,0.875,bicubic,-83.207,-56.673,-71 +resnet152c.gluon_in1k,224,11.053,88.947,36.787,63.213,60.21,0.875,bicubic,-83.107,-61.933,-48 +mobilevitv2_100.cvnets_in1k,256,11.040,88.960,40.133,59.867,4.90,0.888,bicubic,-82.250,-57.897,+104 +resnet50d.ra4_e3600_r224_in1k,224,10.973,89.027,40.613,59.387,25.58,0.950,bicubic,-83.657,-58.267,-153 +xcit_tiny_12_p16_224.fb_in1k,224,10.933,89.067,36.880,63.120,6.72,1.000,bicubic,-81.647,-61.370,+187 +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,10.920,89.080,39.453,60.547,6.36,1.000,bicubic,-81.120,-58.837,+235 +hrnet_w48.ms_in1k,224,10.893,89.107,39.973,60.027,77.47,0.875,bilinear,-83.037,-58.557,-9 +inception_v3.tf_adv_in1k,299,10.880,89.120,36.760,63.240,23.83,0.875,bicubic,-82.020,-61.380,+147 +regnety_008_tv.tv2_in1k,224,10.853,89.147,40.573,59.427,6.43,0.965,bicubic,-82.837,-57.917,+32 +inception_v3.tf_in1k,299,10.853,89.147,36.693,63.307,23.83,0.875,bicubic,-82.497,-61.857,+89 +tf_efficientnetv2_b2.in1k,260,10.840,89.160,39.480,60.520,10.10,0.890,bicubic,-83.600,-59.120,-114 +halonet26t.a1h_in1k,256,10.840,89.160,38.627,61.373,12.48,0.950,bicubic,-83.210,-59.903,-32 +nf_regnet_b1.ra2_in1k,256,10.813,89.187,40.413,59.587,10.22,0.900,bicubic,-82.607,-57.997,+71 +mobileone_s4.apple_in1k,224,10.787,89.213,38.453,61.547,14.95,0.900,bilinear,-82.983,-59.967,+18 +dpn107.mx_in1k,224,10.747,89.253,38.040,61.960,86.92,0.875,bicubic,-83.623,-60.600,-105 +resnet50.c2_in1k,224,10.733,89.267,39.000,61.000,25.56,0.950,bicubic,-83.547,-59.540,-88 +convnext_pico_ols.d1_in1k,224,10.720,89.280,40.627,59.373,9.06,0.950,bicubic,-83.340,-57.803,-44 +resnetv2_50.a1h_in1k,224,10.720,89.280,39.267,60.733,25.55,0.950,bicubic,-83.730,-59.503,-122 +resnet34d.ra2_in1k,288,10.707,89.293,38.987,61.013,21.82,0.950,bicubic,-82.943,-59.523,+28 +resnext50_32x4d.ra_in1k,224,10.667,89.333,40.227,59.773,25.03,0.875,bicubic,-83.443,-58.433,-54 +seresnext26d_32x4d.bt_in1k,288,10.613,89.387,40.947,59.053,16.81,0.950,bicubic,-82.827,-57.493,+61 +xcit_nano_12_p8_224.fb_dist_in1k,224,10.600,89.400,37.947,62.053,3.05,1.000,bicubic,-81.510,-59.843,+211 +resnext50d_32x4d.bt_in1k,224,10.533,89.467,39.373,60.627,25.05,0.875,bicubic,-83.687,-59.197,-87 +tf_efficientnet_b2.ap_in1k,260,10.453,89.547,39.707,60.293,9.11,0.890,bicubic,-84.057,-58.913,-141 +starnet_s4.in1k,224,10.373,89.627,39.427,60.573,7.48,0.875,bicubic,-83.427,-59.073,+2 +repvit_m0_9.dist_450e_in1k,224,10.347,89.653,40.027,59.973,5.49,0.950,bicubic,-83.263,-58.493,+29 +dpn131.mx_in1k,224,10.347,89.653,36.653,63.347,79.25,0.875,bicubic,-83.683,-61.967,-45 +hrnet_w44.ms_in1k,224,10.333,89.667,39.187,60.813,67.06,0.875,bilinear,-83.247,-59.243,+31 +densenetblur121d.ra_in1k,288,10.307,89.693,39.520,60.480,8.00,0.950,bicubic,-82.323,-58.630,+158 +rexnet_130.nav_in1k,224,10.293,89.707,41.400,58.600,7.56,0.875,bicubic,-83.597,-57.220,-23 +convnextv2_femto.fcmae_ft_in1k,224,10.280,89.720,38.560,61.440,5.23,0.875,bicubic,-83.110,-59.820,+60 +xcit_nano_12_p8_224.fb_in1k,224,10.200,89.800,36.920,63.080,3.05,1.000,bicubic,-80.770,-60.730,+272 +resnext101_32x8d.tv_in1k,224,10.133,89.867,37.733,62.267,88.79,0.875,bilinear,-83.677,-60.847,-10 +seresnet50.a2_in1k,224,10.107,89.893,38.413,61.587,28.09,0.950,bicubic,-83.853,-60.217,-37 +resnet101.tv2_in1k,176,10.093,89.907,37.253,62.747,44.55,0.875,bilinear,-83.727,-61.107,-14 +resnetrs50.tf_in1k,224,10.080,89.920,37.267,62.733,35.69,0.910,bicubic,-84.220,-61.373,-114 +regnetx_160.pycls_in1k,224,10.040,89.960,37.773,62.227,54.28,0.875,bicubic,-84.120,-60.967,-85 +regnety_064.pycls_in1k,224,10.027,89.973,39.120,60.880,30.58,0.875,bicubic,-84.133,-59.510,-85 +lambda_resnet26rpt_256.c1_in1k,256,10.027,89.973,37.560,62.440,10.99,0.940,bicubic,-83.703,-60.930,-2 +dpn98.mx_in1k,224,9.987,90.013,35.973,64.027,61.57,0.875,bicubic,-84.173,-62.487,-84 +resnet50.a1_in1k,224,9.973,90.027,38.000,62.000,25.56,0.950,bicubic,-84.437,-60.430,-142 +resnext50_32x4d.a3_in1k,224,9.973,90.027,37.587,62.413,25.03,0.950,bicubic,-83.677,-60.973,+7 +resnet33ts.ra2_in1k,288,9.960,90.040,39.293,60.707,19.68,1.000,bicubic,-84.200,-59.317,-88 +efficientnet_b1.ft_in1k,256,9.947,90.053,37.307,62.693,7.79,1.000,bicubic,-83.333,-60.933,+65 +legacy_xception.tf_in1k,299,9.933,90.067,37.880,62.120,22.86,0.897,bicubic,-83.537,-60.650,+32 +legacy_seresnext50_32x4d.in1k,224,9.893,90.107,38.960,61.040,27.56,0.875,bilinear,-83.837,-59.440,-11 +inception_v3.tv_in1k,299,9.893,90.107,35.040,64.960,23.83,0.875,bicubic,-82.887,-62.910,+121 +efficientnet_b0.ra4_e3600_r224_in1k,224,9.880,90.120,38.120,61.880,5.29,0.900,bicubic,-83.350,-60.250,+64 +resnext50_32x4d.a2_in1k,224,9.840,90.160,37.067,62.933,25.03,0.950,bicubic,-84.210,-61.173,-68 +resnet152.gluon_in1k,224,9.747,90.253,35.920,64.080,60.19,0.875,bicubic,-84.413,-62.680,-93 +tf_efficientnet_b2.aa_in1k,260,9.680,90.320,38.880,61.120,9.11,0.890,bicubic,-84.720,-59.790,-148 +resnet50.c1_in1k,224,9.640,90.360,37.547,62.453,25.56,0.950,bicubic,-84.390,-61.163,-68 +tf_efficientnet_cc_b1_8e.in1k,240,9.613,90.387,36.973,63.027,39.72,0.882,bicubic,-84.307,-61.297,-51 +tf_efficientnet_lite3.in1k,300,9.587,90.413,39.147,60.853,8.20,0.904,bilinear,-84.613,-59.483,-110 +resnet50d.a2_in1k,224,9.560,90.440,37.680,62.320,25.58,0.950,bicubic,-84.540,-60.870,-87 +hgnetv2_b1.ssld_stage2_ft_in1k,224,9.547,90.453,39.613,60.387,6.34,0.965,bicubic,-84.333,-59.037,-48 +fbnetv3_b.ra2_in1k,224,9.493,90.507,38.840,61.160,8.60,0.950,bilinear,-83.817,-59.640,+49 +resnet50.ram_in1k,288,9.427,90.573,35.373,64.627,25.56,0.950,bicubic,-85.093,-63.587,-176 +res2net101_26w_4s.in1k,224,9.413,90.587,34.440,65.560,45.21,0.875,bilinear,-84.337,-63.880,-25 +resnet34.ra4_e3600_r224_in1k,288,9.400,90.600,37.560,62.440,21.80,1.000,bicubic,-84.240,-60.830,-11 +cspresnet50.ra_in1k,256,9.360,90.640,39.667,60.333,21.62,0.887,bilinear,-84.440,-58.963,-36 +nf_resnet50.ra2_in1k,256,9.347,90.653,40.347,59.653,25.56,0.940,bicubic,-84.803,-58.143,-104 +resnet50.tv2_in1k,176,9.320,90.680,38.787,61.213,25.56,0.875,bilinear,-84.470,-59.713,-35 +resnet50.d_in1k,224,9.307,90.693,35.667,64.333,25.56,0.950,bicubic,-84.753,-62.873,-88 +legacy_seresnet152.in1k,224,9.253,90.747,37.040,62.960,66.82,0.875,bilinear,-84.187,-61.590,+15 +resnet34.a1_in1k,288,9.253,90.747,34.547,65.453,21.80,1.000,bicubic,-83.857,-63.753,+62 +hrnet_w40.ms_in1k,224,9.187,90.813,36.600,63.400,57.56,0.875,bilinear,-84.323,-61.840,+2 +repvit_m0_9.dist_300e_in1k,224,9.173,90.827,38.347,61.653,5.49,0.950,bicubic,-84.257,-60.383,+15 +regnetx_120.pycls_in1k,224,9.093,90.907,36.907,63.093,46.11,0.875,bicubic,-85.147,-61.743,-136 +dpn68b.ra_in1k,224,9.080,90.920,33.707,66.293,12.61,0.950,bicubic,-84.320,-64.843,+20 +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,9.053,90.947,34.160,65.840,5.72,0.900,bicubic,-82.707,-63.870,+196 +resnet32ts.ra2_in1k,288,9.040,90.960,38.107,61.893,17.96,1.000,bicubic,-84.790,-60.553,-54 +resnext50_32x4d.gluon_in1k,224,9.040,90.960,36.213,63.787,25.03,0.875,bicubic,-84.790,-62.447,-54 +regnety_040.pycls_in1k,224,9.027,90.973,37.147,62.853,20.65,0.875,bicubic,-84.853,-61.563,-65 +vit_base_patch16_224.sam_in1k,224,9.013,90.987,36.053,63.947,86.57,0.900,bicubic,-85.137,-62.687,-116 +resnest26d.gluon_in1k,224,9.000,91.000,37.547,62.453,17.07,0.875,bilinear,-84.360,-61.083,+19 +resnet33ts.ra2_in1k,256,8.987,91.013,38.200,61.800,19.68,0.900,bicubic,-84.623,-60.310,-23 +swiftformer_s.dist_in1k,224,8.987,91.013,35.880,64.120,6.09,0.950,bicubic,-84.043,-62.310,+58 +crossvit_tiny_240.in1k,240,8.960,91.040,34.333,65.667,7.01,0.875,bicubic,-81.280,-63.277,+256 +bat_resnext26ts.ch_in1k,256,8.920,91.080,36.000,64.000,10.73,0.900,bicubic,-84.400,-62.420,+24 +mixnet_l.ft_in1k,224,8.867,91.133,36.253,63.747,7.33,0.875,bicubic,-84.553,-62.007,+6 +seresnext26d_32x4d.bt_in1k,224,8.840,91.160,36.427,63.573,16.81,0.875,bicubic,-83.900,-61.713,+94 +hgnetv2_b0.ssld_stage1_in22k_in1k,288,8.800,91.200,38.987,61.013,6.00,1.000,bicubic,-84.790,-59.523,-27 +rexnet_100.nav_in1k,224,8.800,91.200,36.187,63.813,4.80,0.875,bicubic,-84.230,-62.143,+53 +seresnext26t_32x4d.bt_in1k,224,8.787,91.213,36.560,63.440,16.81,0.875,bicubic,-84.053,-61.790,+72 +efficientvit_m5.r224_in1k,224,8.787,91.213,34.427,65.573,12.47,0.875,bicubic,-83.653,-63.563,+122 +hgnetv2_b1.ssld_stage1_in22k_in1k,224,8.773,91.227,38.307,61.693,6.34,0.965,bicubic,-84.897,-59.923,-43 +resnet50d.a3_in1k,224,8.773,91.227,36.600,63.400,25.58,0.950,bicubic,-84.747,-61.720,-21 +gcresnext26ts.ch_in1k,288,8.747,91.253,36.693,63.307,10.48,1.000,bicubic,-84.433,-61.807,+30 +convit_tiny.fb_in1k,224,8.707,91.293,34.013,65.987,5.71,0.875,bicubic,-81.913,-63.727,+234 +hrnet_w18.ms_aug_in1k,224,8.693,91.307,38.987,61.013,21.30,0.950,bilinear,-84.817,-59.573,-23 +mobilenetv3_large_100.miil_in21k_ft_in1k,224,8.693,91.307,32.467,67.533,5.48,0.875,bilinear,-83.567,-65.183,+132 +hrnet_w30.ms_in1k,224,8.667,91.333,37.027,62.973,37.71,0.875,bilinear,-84.533,-61.373,+23 +resnet50.bt_in1k,288,8.640,91.360,38.427,61.573,25.56,0.950,bicubic,-85.680,-60.213,-179 +levit_128s.fb_dist_in1k,224,8.613,91.387,32.853,67.147,7.78,0.900,bicubic,-83.327,-65.217,+154 +levit_conv_128s.fb_dist_in1k,224,8.613,91.387,32.840,67.160,7.78,0.900,bicubic,-83.317,-65.080,+157 +resnet50.a1h_in1k,176,8.600,91.400,35.533,64.467,25.56,0.900,bicubic,-84.970,-62.867,-36 +ghostnetv2_160.in1k,224,8.587,91.413,36.533,63.467,12.39,0.875,bicubic,-84.433,-61.827,+41 +hgnetv2_b0.ssld_stage2_ft_in1k,288,8.573,91.427,39.160,60.840,6.00,1.000,bicubic,-85.247,-59.600,-80 +gcresnext26ts.ch_in1k,256,8.573,91.427,35.547,64.453,10.48,0.900,bicubic,-84.197,-62.623,+70 +repvit_m1.dist_in1k,224,8.547,91.453,36.800,63.200,5.49,0.950,bicubic,-84.773,-61.550,+1 +efficientnet_b1.ft_in1k,224,8.547,91.453,34.147,65.853,7.79,0.875,bicubic,-83.883,-63.713,+108 +eca_resnext26ts.ch_in1k,288,8.533,91.467,36.453,63.547,10.30,1.000,bicubic,-84.567,-62.037,+26 +starnet_s3.in1k,224,8.520,91.480,35.240,64.760,5.75,0.875,bicubic,-84.100,-63.010,+86 +resnet32ts.ra2_in1k,256,8.480,91.520,36.947,63.053,17.96,0.900,bicubic,-85.020,-61.593,-31 +shvit_s3.in1k,224,8.480,91.520,34.440,65.560,14.25,0.875,bicubic,-84.150,-63.800,+83 +dla169.in1k,224,8.453,91.547,35.960,64.040,53.39,0.875,bilinear,-84.877,-62.640,-8 +tf_efficientnet_b2.in1k,260,8.413,91.587,36.320,63.680,9.11,0.890,bicubic,-85.717,-62.130,-145 +tf_efficientnet_b1.ap_in1k,240,8.413,91.587,35.147,64.853,7.79,0.882,bicubic,-85.307,-63.223,-70 +mixer_b16_224.goog_in21k_ft_in1k,224,8.400,91.600,29.253,70.747,59.88,0.875,bicubic,-83.430,-68.627,+154 +convnext_atto_ols.a2_in1k,288,8.387,91.613,34.787,65.213,3.70,0.950,bicubic,-84.693,-63.503,+21 +resnetblur50.bt_in1k,224,8.360,91.640,37.440,62.560,25.56,0.875,bicubic,-85.620,-60.880,-119 +repvgg_b2.rvgg_in1k,224,8.280,91.720,36.027,63.973,89.02,0.875,bilinear,-85.220,-62.713,-41 +legacy_seresnet101.in1k,224,8.240,91.760,35.707,64.293,49.33,0.875,bilinear,-85.070,-62.733,-10 +crossvit_9_240.in1k,240,8.240,91.760,34.120,65.880,8.55,0.875,bicubic,-82.420,-63.620,+206 +ese_vovnet19b_dw.ra_in1k,288,8.227,91.773,37.173,62.827,6.54,0.950,bicubic,-84.943,-61.097,+4 +resnet50.b1k_in1k,224,8.213,91.787,35.133,64.867,25.56,0.950,bicubic,-85.817,-63.387,-132 +dla102x.in1k,224,8.173,91.827,36.840,63.160,26.31,0.875,bilinear,-85.317,-61.650,-42 +eca_resnext26ts.ch_in1k,256,8.120,91.880,35.747,64.253,10.30,0.900,bicubic,-84.510,-62.343,+67 +resmlp_12_224.fb_distilled_in1k,224,8.107,91.893,36.627,63.373,15.35,0.875,bicubic,-84.713,-61.503,+43 +resnetv2_34d.ra4_e3600_r224_in1k,224,8.040,91.960,33.107,66.893,21.82,0.900,bicubic,-85.350,-65.373,-29 +cs3darknet_m.c2ns_in1k,288,7.960,92.040,36.360,63.640,9.31,0.950,bicubic,-85.390,-61.700,-26 +hrnet_w32.ms_in1k,224,7.947,92.053,37.267,62.733,41.23,0.875,bilinear,-85.563,-61.343,-53 +seresnext26ts.ch_in1k,288,7.920,92.080,35.973,64.027,10.39,1.000,bicubic,-85.060,-62.477,+19 +resnet50.b2k_in1k,224,7.907,92.093,35.320,64.680,25.56,0.950,bicubic,-86.213,-63.130,-161 +poolformerv2_s12.sail_in1k,224,7.893,92.107,34.467,65.533,11.89,1.000,bicubic,-85.067,-63.893,+22 +resnet101c.gluon_in1k,224,7.880,92.120,32.920,67.080,44.57,0.875,bicubic,-85.800,-65.520,-83 +resnet26t.ra2_in1k,320,7.867,92.133,36.293,63.707,16.01,1.000,bicubic,-85.313,-62.007,-10 +repghostnet_200.in1k,224,7.853,92.147,36.747,63.253,9.80,0.875,bicubic,-85.647,-61.753,-55 +vit_base_patch32_224.augreg_in1k,224,7.827,92.173,30.387,69.613,88.22,0.900,bicubic,-83.373,-67.363,+161 +resnet50d.gluon_in1k,224,7.813,92.187,34.760,65.240,25.58,0.875,bicubic,-85.977,-63.630,-103 +res2net50_26w_8s.in1k,224,7.813,92.187,33.053,66.947,48.40,0.875,bilinear,-85.597,-65.127,-45 +efficientformerv2_s0.snap_dist_in1k,224,7.813,92.187,32.947,67.053,3.60,0.950,bicubic,-84.147,-64.943,+117 +convnext_femto_ols.d1_in1k,224,7.787,92.213,36.467,63.533,5.23,0.875,bicubic,-85.303,-61.933,-3 +dla60_res2next.in1k,224,7.773,92.227,34.667,65.333,17.03,0.875,bilinear,-85.427,-63.743,-20 +mobilevitv2_075.cvnets_in1k,256,7.760,92.240,33.373,66.627,2.87,0.888,bicubic,-83.990,-64.487,+132 +fastvit_t8.apple_dist_in1k,256,7.747,92.253,34.427,65.573,4.03,0.900,bicubic,-84.793,-63.603,+62 +tf_efficientnetv2_b1.in1k,240,7.720,92.280,34.320,65.680,8.14,0.882,bicubic,-86.240,-64.070,-143 +deit_tiny_distilled_patch16_224.fb_in1k,224,7.720,92.280,33.533,66.467,5.91,0.900,bicubic,-83.040,-64.037,+178 +regnety_032.pycls_in1k,224,7.693,92.307,34.040,65.960,19.44,0.875,bicubic,-85.747,-64.300,-61 +mobilevit_xs.cvnets_in1k,256,7.693,92.307,32.547,67.453,2.32,0.900,bicubic,-83.157,-65.393,+171 +fasternet_t2.in1k,224,7.653,92.347,34.520,65.480,14.98,1.000,bicubic,-85.907,-63.860,-80 +densenetblur121d.ra_in1k,224,7.653,92.347,34.347,65.653,8.00,0.875,bicubic,-84.267,-63.613,+110 +convnextv2_atto.fcmae_ft_in1k,288,7.653,92.347,32.693,67.307,3.71,0.950,bicubic,-85.327,-65.367,+4 +convnext_atto.d2_in1k,288,7.560,92.440,34.747,65.253,3.70,0.950,bicubic,-85.210,-63.673,+25 +resnext50_32x4d.tv2_in1k,176,7.560,92.440,33.667,66.333,25.03,0.875,bilinear,-86.060,-64.633,-92 +tf_efficientnetv2_b2.in1k,208,7.533,92.467,32.960,67.040,10.10,0.890,bicubic,-86.287,-65.490,-125 +dla60_res2net.in1k,224,7.507,92.493,34.587,65.413,20.85,0.875,bilinear,-85.643,-63.513,-27 +resnet50.a2_in1k,224,7.507,92.493,33.240,66.760,25.56,0.950,bicubic,-86.343,-65.280,-135 +resnet152.a3_in1k,160,7.413,92.587,31.560,68.440,60.19,0.950,bicubic,-86.257,-67.110,-104 +hardcorenas_e.miil_green_in1k,224,7.373,92.627,33.347,66.653,8.07,0.875,bilinear,-85.197,-64.773,+43 +resnet50.ra_in1k,224,7.360,92.640,34.880,65.120,25.56,0.875,bicubic,-85.990,-63.740,-55 +regnetx_064.pycls_in1k,224,7.360,92.640,34.373,65.627,26.21,0.875,bicubic,-86.540,-64.257,-149 +resnet34.a2_in1k,288,7.320,92.680,31.787,68.213,21.80,1.000,bicubic,-85.430,-66.463,+21 +efficientnet_b1_pruned.in1k,240,7.307,92.693,34.400,65.600,6.33,0.882,bicubic,-85.493,-63.650,+10 +wide_resnet101_2.tv_in1k,224,7.307,92.693,33.720,66.280,126.89,0.875,bilinear,-86.453,-64.800,-123 +regnetx_008.tv2_in1k,224,7.227,92.773,34.173,65.827,7.26,0.965,bicubic,-85.353,-64.007,+36 +efficientnet_b0.ra_in1k,224,7.227,92.773,33.960,66.040,5.29,0.875,bicubic,-85.443,-64.120,+25 +resnet101.gluon_in1k,224,7.213,92.787,32.720,67.280,44.55,0.875,bicubic,-86.517,-65.870,-122 +deit_tiny_patch16_224.fb_in1k,224,7.213,92.787,30.627,69.373,5.72,0.900,bicubic,-82.477,-66.603,+193 +densenet121.ra_in1k,288,7.200,92.800,35.307,64.693,7.98,0.950,bicubic,-85.350,-62.993,+36 +tf_efficientnet_cc_b0_8e.in1k,224,7.187,92.813,31.973,68.027,24.01,0.875,bicubic,-85.643,-66.457,-1 +tf_efficientnet_b1.aa_in1k,240,7.160,92.840,33.027,66.973,7.79,0.882,bicubic,-86.350,-65.333,-92 +resnet50s.gluon_in1k,224,7.120,92.880,33.133,66.867,25.68,0.875,bicubic,-86.560,-65.327,-121 +edgenext_x_small.in1k,288,7.107,92.893,30.587,69.413,2.34,1.000,bicubic,-84.633,-67.003,+104 +tf_mixnet_l.in1k,224,7.093,92.907,31.573,68.427,7.33,0.875,bicubic,-86.197,-66.677,-58 +resmlp_12_224.fb_in1k,224,7.067,92.933,33.867,66.133,15.35,0.875,bicubic,-85.143,-64.283,+59 +convmixer_1024_20_ks9_p14.in1k,224,7.000,93.000,32.640,67.360,24.38,0.960,bicubic,-85.420,-65.640,+42 +seresnext26ts.ch_in1k,256,6.987,93.013,34.693,65.307,10.39,0.900,bicubic,-85.733,-63.607,+9 +hardcorenas_f.miil_green_in1k,224,6.973,93.027,33.947,66.053,8.20,0.875,bilinear,-86.007,-64.193,-25 +cs3darknet_focus_m.c2ns_in1k,288,6.960,93.040,34.400,65.600,9.30,0.950,bicubic,-86.040,-63.970,-29 +pit_ti_distilled_224.in1k,224,6.933,93.067,30.800,69.200,5.10,0.900,bicubic,-83.837,-66.850,+143 +hgnetv2_b0.ssld_stage1_in22k_in1k,224,6.827,93.173,33.587,66.413,6.00,0.965,bicubic,-85.643,-64.833,+30 +fastvit_t8.apple_in1k,256,6.800,93.200,33.453,66.547,4.03,0.900,bicubic,-85.360,-64.437,+55 +convnext_femto.d1_in1k,224,6.773,93.227,35.067,64.933,5.22,0.875,bicubic,-86.167,-63.143,-25 +convnextv2_atto.fcmae_ft_in1k,224,6.760,93.240,30.867,69.133,3.71,0.875,bicubic,-85.380,-66.873,+56 +mixnet_m.ft_in1k,224,6.707,93.293,32.053,67.947,5.01,0.875,bicubic,-85.723,-65.767,+31 +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,6.680,93.320,31.827,68.173,5.48,1.000,bicubic,-85.630,-66.193,+40 +tinynet_a.in1k,192,6.653,93.347,32.707,67.293,6.19,0.875,bicubic,-85.817,-65.373,+23 +dpn68b.mx_in1k,224,6.653,93.347,32.600,67.400,12.61,0.875,bicubic,-86.167,-65.550,-17 +ghostnetv2_130.in1k,224,6.653,93.347,32.600,67.400,8.96,0.875,bicubic,-85.667,-65.470,+37 +selecsls60b.in1k,224,6.640,93.360,33.067,66.933,32.77,0.875,bicubic,-86.690,-65.443,-80 +efficientnet_es.ra_in1k,224,6.627,93.373,34.333,65.667,5.44,0.875,bicubic,-86.573,-64.077,-66 +ese_vovnet19b_dw.ra_in1k,224,6.613,93.387,33.160,66.840,6.54,0.875,bicubic,-85.667,-64.830,+37 +mobileone_s3.apple_in1k,224,6.600,93.400,32.000,68.000,10.17,0.900,bilinear,-86.310,-66.180,-32 +poolformer_s12.sail_in1k,224,6.560,93.440,34.227,65.773,11.92,0.900,bicubic,-86.090,-63.953,-2 +hardcorenas_d.miil_green_in1k,224,6.533,93.467,32.133,67.867,7.50,0.875,bilinear,-85.927,-65.897,+17 +res2net50_26w_6s.in1k,224,6.533,93.467,31.453,68.547,37.05,0.875,bilinear,-86.887,-66.777,-101 +legacy_seresnext26_32x4d.in1k,224,6.520,93.480,33.027,66.973,16.79,0.875,bicubic,-86.120,-65.093,-4 +dla60x.in1k,224,6.453,93.547,33.973,66.027,17.35,0.875,bilinear,-86.647,-64.457,-62 +tf_efficientnet_b1.in1k,240,6.440,93.560,32.133,67.867,7.79,0.882,bicubic,-86.640,-66.337,-58 +repghostnet_150.in1k,224,6.427,93.573,32.133,67.867,6.58,0.875,bicubic,-85.933,-66.247,+23 +ghostnetv3_100.in1k,224,6.413,93.587,31.867,68.133,8.13,0.875,bicubic,-85.467,-66.053,+67 +skresnet34.ra_in1k,224,6.413,93.587,31.493,68.507,22.28,0.875,bicubic,-85.967,-66.647,+18 +cs3darknet_m.c2ns_in1k,256,6.400,93.600,33.413,66.587,9.31,0.887,bicubic,-86.270,-65.067,-13 +regnetx_080.pycls_in1k,224,6.400,93.600,32.307,67.693,39.57,0.875,bicubic,-87.450,-66.053,-183 +resnet34d.ra2_in1k,224,6.373,93.627,31.640,68.360,21.82,0.875,bicubic,-86.357,-66.640,-20 +hgnetv2_b0.ssld_stage2_ft_in1k,224,6.360,93.640,33.227,66.773,6.00,0.965,bicubic,-86.470,-64.933,-39 +resnetv2_34.ra4_e3600_r224_in1k,224,6.347,93.653,30.813,69.187,21.80,0.900,bicubic,-86.623,-67.437,-53 +regnety_004.tv2_in1k,224,6.347,93.653,30.413,69.587,4.34,0.965,bicubic,-85.273,-67.317,+75 +resnet50.a3_in1k,224,6.333,93.667,31.547,68.453,25.56,0.950,bicubic,-86.437,-66.523,-31 +repvgg_b1.rvgg_in1k,224,6.320,93.680,33.613,66.387,57.42,0.875,bilinear,-87.010,-64.767,-102 +ecaresnet50t.a3_in1k,160,6.293,93.707,30.387,69.613,25.57,0.950,bicubic,-86.807,-67.883,-73 +resnet18.fb_swsl_ig1b_ft_in1k,224,6.227,93.773,31.280,68.720,11.69,0.875,bilinear,-84.433,-66.420,+117 +resnet101.a3_in1k,160,6.200,93.800,28.880,71.120,44.55,0.950,bicubic,-86.840,-69.270,-70 +edgenext_x_small.in1k,256,6.160,93.840,29.627,70.373,2.34,0.900,bicubic,-84.980,-67.923,+91 +resnet26d.bt_in1k,288,6.147,93.853,32.853,67.147,16.01,0.950,bicubic,-86.333,-65.367,-6 +legacy_seresnet50.in1k,224,6.067,93.933,32.387,67.613,28.09,0.875,bilinear,-86.913,-65.813,-65 +pit_ti_224.in1k,224,6.067,93.933,30.067,69.933,4.85,0.900,bicubic,-83.883,-67.373,+137 +resnet152.tv_in1k,224,6.053,93.947,31.467,68.533,60.19,0.875,bilinear,-87.277,-66.803,-109 +tf_efficientnet_cc_b0_4e.in1k,224,6.000,94.000,29.507,70.493,13.31,0.875,bicubic,-86.630,-68.753,-22 +mobilenetv1_125.ra4_e3600_r224_in1k,256,5.987,94.013,30.453,69.547,6.27,1.000,bicubic,-86.803,-67.727,-46 +resnet26t.ra2_in1k,256,5.960,94.040,31.893,68.107,16.01,0.940,bicubic,-86.790,-66.397,-39 +tf_efficientnetv2_b0.in1k,224,5.920,94.080,30.613,69.387,7.14,0.875,bicubic,-87.210,-67.747,-89 +mixer_l16_224.goog_in21k_ft_in1k,224,5.907,94.093,18.227,81.773,208.20,0.875,bicubic,-81.243,-75.303,+178 +wide_resnet50_2.tv_in1k,224,5.880,94.120,31.867,68.133,68.88,0.875,bilinear,-87.330,-66.603,-102 +dla102.in1k,224,5.853,94.147,32.733,67.267,33.27,0.875,bilinear,-87.217,-65.817,-83 +resnetv2_18d.ra4_e3600_r224_in1k,288,5.800,94.200,29.800,70.200,11.71,1.000,bicubic,-86.100,-68.330,+38 +resnet50.ram_in1k,224,5.800,94.200,29.080,70.920,25.56,0.875,bicubic,-88.010,-69.320,-195 +resnetrs50.tf_in1k,160,5.787,94.213,27.653,72.347,35.69,0.910,bicubic,-87.143,-70.597,-68 +regnetx_040.pycls_in1k,224,5.773,94.227,31.213,68.787,22.12,0.875,bicubic,-87.767,-67.117,-157 +convnext_atto_ols.a2_in1k,224,5.760,94.240,29.453,70.547,3.70,0.875,bicubic,-86.160,-68.647,+33 +selecsls60.in1k,224,5.747,94.253,32.347,67.653,30.67,0.875,bicubic,-87.263,-66.063,-82 +resnet50.bt_in1k,224,5.680,94.320,31.893,68.107,25.56,0.875,bicubic,-87.580,-66.497,-114 +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,5.640,94.360,29.093,70.907,5.48,0.950,bicubic,-86.290,-69.057,+28 +regnety_016.pycls_in1k,224,5.613,94.387,30.493,69.507,11.20,0.875,bicubic,-87.527,-67.897,-102 +hardcorenas_c.miil_green_in1k,224,5.600,94.400,30.147,69.853,5.52,0.875,bilinear,-86.430,-67.693,+16 +hrnet_w18_small_v2.gluon_in1k,224,5.587,94.413,31.853,68.147,15.60,0.875,bicubic,-87.183,-66.427,-61 +resnet34.ra4_e3600_r224_in1k,224,5.587,94.413,31.013,68.987,21.80,0.900,bicubic,-87.273,-67.067,-71 +res2next50.in1k,224,5.533,94.467,30.653,69.347,24.67,0.875,bilinear,-87.367,-67.557,-77 +resnet18d.ra4_e3600_r224_in1k,288,5.533,94.467,29.240,70.760,11.71,1.000,bicubic,-86.517,-68.820,+9 +resnext50_32x4d.a3_in1k,160,5.520,94.480,27.853,72.147,25.03,0.950,bicubic,-87.170,-70.137,-52 +seresnet50.a3_in1k,224,5.507,94.493,30.213,69.787,28.09,0.950,bicubic,-86.593,-67.607,+2 +resnet34.a1_in1k,224,5.480,94.520,27.600,72.400,21.80,0.950,bicubic,-86.630,-70.570,0 +cs3darknet_focus_m.c2ns_in1k,256,5.467,94.533,31.867,68.133,9.30,0.887,bicubic,-86.893,-66.443,-22 +hrnet_w18.ms_in1k,224,5.467,94.533,30.840,69.160,21.30,0.875,bilinear,-86.893,-67.220,-22 +ghostnetv2_100.in1k,224,5.453,94.547,28.827,71.173,6.16,0.875,bicubic,-85.437,-68.873,+73 +tf_efficientnet_lite2.in1k,260,5.360,94.640,31.000,69.000,6.09,0.890,bicubic,-87.320,-67.240,-57 +resnest14d.gluon_in1k,224,5.333,94.667,28.560,71.440,10.61,0.875,bilinear,-86.387,-69.310,+33 +tf_efficientnet_b0.ap_in1k,224,5.307,94.693,28.853,71.147,5.29,0.875,bicubic,-86.953,-69.167,-17 +resnext26ts.ra2_in1k,288,5.293,94.707,29.400,70.600,10.30,1.000,bicubic,-86.857,-68.610,-11 +tf_efficientnetv2_b1.in1k,192,5.293,94.707,28.493,71.507,8.14,0.882,bicubic,-87.857,-69.917,-119 +gernet_s.idstcv_in1k,224,5.267,94.733,30.013,69.987,8.17,0.875,bilinear,-86.883,-68.197,-13 +efficientvit_m4.r224_in1k,224,5.253,94.747,27.773,72.227,8.80,0.875,bicubic,-85.347,-69.817,+81 +tf_efficientnet_em.in1k,240,5.213,94.787,30.693,69.307,6.90,0.882,bicubic,-87.737,-67.517,-96 +resnet34.bt_in1k,288,5.200,94.800,29.307,70.693,21.80,0.950,bicubic,-87.210,-68.843,-36 +efficientvit_m3.r224_in1k,224,5.200,94.800,27.413,72.587,6.90,0.875,bicubic,-84.680,-70.117,+103 +xcit_nano_12_p16_224.fb_dist_in1k,224,5.200,94.800,26.693,73.307,3.05,1.000,bicubic,-84.460,-70.397,+108 +tf_efficientnet_b0.aa_in1k,224,5.187,94.813,29.053,70.947,5.29,0.875,bicubic,-87.093,-69.057,-27 +densenet121.ra_in1k,224,5.173,94.827,29.533,70.467,7.98,0.875,bicubic,-86.447,-68.547,+23 +shvit_s2.in1k,224,5.173,94.827,27.387,72.613,11.48,0.875,bicubic,-86.277,-70.443,+26 +convnext_atto.d2_in1k,224,5.160,94.840,28.853,71.147,3.70,0.875,bicubic,-86.620,-69.087,+14 +repvgg_b1g4.rvgg_in1k,224,5.107,94.893,30.467,69.533,39.97,0.875,bilinear,-87.903,-67.843,-113 +mobilenetv4_conv_small.e3600_r256_in1k,320,5.093,94.907,29.987,70.013,3.77,1.000,bicubic,-86.717,-67.653,+10 +mobilenetv1_100h.ra4_e3600_r224_in1k,256,5.093,94.907,28.480,71.520,5.28,0.950,bicubic,-87.137,-69.520,-29 +mobilenetv3_large_100.ra_in1k,224,5.080,94.920,28.053,71.947,5.48,0.875,bicubic,-86.260,-69.647,+30 +res2net50_26w_4s.in1k,224,5.067,94.933,29.053,70.947,25.70,0.875,bilinear,-87.443,-68.997,-57 +tf_mixnet_m.in1k,224,5.040,94.960,28.320,71.680,5.01,0.875,bicubic,-87.300,-69.560,-42 +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,4.973,95.027,26.813,73.187,6.34,0.900,bicubic,-84.257,-70.407,+103 +hardcorenas_a.miil_green_in1k,224,4.960,95.040,27.947,72.053,5.26,0.875,bilinear,-86.400,-69.823,+23 +mobilenetv1_125.ra4_e3600_r224_in1k,224,4.947,95.053,28.280,71.720,6.27,0.900,bicubic,-87.043,-69.730,-17 +regnetx_004_tv.tv2_in1k,224,4.933,95.067,27.453,72.547,5.50,0.965,bicubic,-85.667,-70.127,+64 +mixnet_s.ft_in1k,224,4.920,95.080,28.840,71.160,4.13,0.875,bicubic,-87.030,-68.840,-14 +regnetx_032.pycls_in1k,224,4.880,95.120,29.880,70.120,15.30,0.875,bicubic,-88.260,-68.460,-141 +res2net50_14w_8s.in1k,224,4.880,95.120,28.440,71.560,25.06,0.875,bilinear,-87.830,-69.740,-86 +tf_efficientnetv2_b0.in1k,192,4.853,95.147,26.573,73.427,7.14,0.875,bicubic,-87.437,-71.637,-46 +repghostnet_130.in1k,224,4.840,95.160,29.480,70.520,5.48,0.875,bicubic,-87.040,-68.450,-8 +hardcorenas_b.miil_green_in1k,224,4.827,95.173,27.773,72.227,5.18,0.875,bilinear,-87.013,-69.997,-6 +mobilenetv3_rw.rmsp_in1k,224,4.813,95.187,29.853,70.147,5.48,0.875,bicubic,-86.507,-67.777,+19 +xcit_nano_12_p16_224.fb_in1k,224,4.813,95.187,25.253,74.747,3.05,1.000,bicubic,-83.787,-71.577,+105 +resnet50c.gluon_in1k,224,4.787,95.213,27.760,72.240,25.58,0.875,bicubic,-88.233,-70.470,-133 +starnet_s2.in1k,224,4.747,95.253,27.680,72.320,3.68,0.875,bicubic,-86.153,-70.050,+37 +resnext26ts.ra2_in1k,256,4.693,95.307,28.800,71.200,10.30,0.900,bicubic,-87.177,-69.100,-14 +mobilenetv4_conv_small.e2400_r224_in1k,256,4.693,95.307,26.987,73.013,3.77,0.950,bicubic,-86.297,-70.673,+30 +fasternet_t1.in1k,224,4.693,95.307,26.413,73.587,7.60,1.000,bicubic,-86.927,-71.497,+1 +resnext50_32x4d.tv_in1k,224,4.680,95.320,29.840,70.160,25.03,0.875,bilinear,-88.070,-68.150,-103 +selecsls42b.in1k,224,4.653,95.347,28.307,71.693,32.46,0.875,bicubic,-87.647,-69.833,-58 +densenet161.tv_in1k,224,4.627,95.373,29.453,70.547,28.68,0.875,bicubic,-87.923,-68.737,-82 +mobilenetv1_100.ra4_e3600_r224_in1k,256,4.613,95.387,27.107,72.893,4.23,0.950,bicubic,-87.487,-70.933,-45 +resnetv2_18.ra4_e3600_r224_in1k,288,4.613,95.387,27.040,72.960,11.69,1.000,bicubic,-86.717,-70.820,+8 +swiftformer_xs.dist_in1k,224,4.613,95.387,26.360,73.640,3.48,0.950,bicubic,-86.447,-71.290,+20 +resnet101.tv_in1k,224,4.560,95.440,29.013,70.987,44.55,0.875,bilinear,-88.250,-69.217,-119 +starnet_s1.in1k,224,4.560,95.440,25.840,74.160,2.87,0.875,bicubic,-85.760,-71.650,+49 +mobileone_s2.apple_in1k,224,4.480,95.520,28.867,71.133,7.88,0.900,bilinear,-88.350,-69.383,-124 +tf_efficientnet_lite1.in1k,240,4.480,95.520,28.320,71.680,5.42,0.882,bicubic,-88.110,-69.720,-94 +mobilenetv2_120d.ra_in1k,224,4.467,95.533,29.120,70.880,5.83,0.875,bicubic,-88.013,-68.920,-84 +resnet34.a2_in1k,224,4.427,95.573,24.413,75.587,21.80,0.950,bicubic,-87.303,-73.357,-16 +tf_efficientnet_b0.in1k,224,4.413,95.587,26.760,73.240,5.29,0.875,bicubic,-87.667,-71.160,-50 +resnet50d.a3_in1k,160,4.373,95.627,26.147,73.853,25.58,0.950,bicubic,-88.077,-71.893,-83 +pvt_v2_b0.in1k,224,4.347,95.653,25.707,74.293,3.67,0.900,bicubic,-84.433,-71.163,+83 +inception_next_atto.sail_in1k,224,4.333,95.667,27.427,72.573,4.16,0.875,bicubic,-87.047,-70.373,-10 +shvit_s1.in1k,224,4.333,95.667,24.733,75.267,6.33,0.875,bicubic,-85.357,-72.767,+62 +vit_base_patch32_224.sam_in1k,224,4.307,95.693,24.307,75.693,88.22,0.900,bicubic,-85.443,-72.673,+57 +tinynet_b.in1k,188,4.253,95.747,26.800,73.200,3.73,0.875,bicubic,-86.657,-70.870,+13 +repghostnet_111.in1k,224,4.240,95.760,26.307,73.693,4.54,0.875,bicubic,-86.510,-71.153,+23 +mobilenetv4_conv_small.e1200_r224_in1k,256,4.227,95.773,26.147,73.853,3.77,0.950,bicubic,-86.423,-71.363,+26 +mobilenetv1_100h.ra4_e3600_r224_in1k,224,4.227,95.773,25.787,74.213,5.28,0.875,bicubic,-87.153,-71.893,-15 +fbnetc_100.rmsp_in1k,224,4.213,95.787,25.880,74.120,5.57,0.875,bilinear,-86.567,-71.340,+15 +mobilenetv1_100.ra4_e3600_r224_in1k,224,4.173,95.827,25.280,74.720,4.23,0.875,bicubic,-87.017,-72.500,-6 +edgenext_xx_small.in1k,288,4.173,95.827,24.000,76.000,1.33,1.000,bicubic,-84.697,-72.680,+71 +resnet50.am_in1k,224,4.133,95.867,28.547,71.453,25.56,0.875,bicubic,-89.857,-70.053,-309 +efficientnet_es_pruned.in1k,224,4.120,95.880,26.800,73.200,5.44,0.875,bicubic,-87.080,-70.580,-12 +mobilenetv4_conv_small.e3600_r256_in1k,256,4.067,95.933,25.707,74.293,3.77,0.950,bicubic,-86.693,-71.683,+14 +resnet50.gluon_in1k,224,4.053,95.947,26.800,73.200,25.56,0.875,bicubic,-88.497,-71.410,-106 +resnet26d.bt_in1k,224,4.040,95.960,28.360,71.640,16.01,0.875,bicubic,-88.010,-69.600,-65 +densenet201.tv_in1k,224,3.987,96.013,27.267,72.733,20.01,0.875,bicubic,-88.773,-70.963,-134 +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,3.973,96.027,24.160,75.840,2.16,0.900,bicubic,-86.157,-73.110,+31 +semnasnet_100.rmsp_in1k,224,3.947,96.053,26.920,73.080,3.89,0.875,bicubic,-87.413,-70.620,-24 +tf_mixnet_s.in1k,224,3.947,96.053,25.253,74.747,4.13,0.875,bicubic,-87.573,-72.337,-32 +mobilevitv2_050.cvnets_in1k,256,3.933,96.067,23.667,76.333,1.37,0.888,bicubic,-84.297,-73.293,+74 +resnet26.bt_in1k,288,3.907,96.093,28.133,71.867,16.00,0.950,bicubic,-88.123,-70.067,-70 +dpn68.mx_in1k,224,3.907,96.093,25.600,74.400,12.61,0.875,bicubic,-88.083,-72.430,-66 +resnetv2_18d.ra4_e3600_r224_in1k,224,3.893,96.107,24.627,75.373,11.71,0.900,bicubic,-86.977,-72.913,-2 +repvgg_a2.rvgg_in1k,224,3.853,96.147,27.307,72.693,28.21,0.875,bilinear,-88.077,-70.763,-63 +tf_efficientnet_es.in1k,224,3.840,96.160,26.093,73.907,5.44,0.875,bicubic,-88.140,-71.777,-69 +resnet18.a1_in1k,288,3.813,96.187,23.000,77.000,11.69,1.000,bicubic,-85.907,-74.100,+35 +semnasnet_075.rmsp_in1k,224,3.800,96.200,26.600,73.400,2.91,0.875,bicubic,-86.290,-70.830,+23 +mobilevit_xxs.cvnets_in1k,256,3.800,96.200,22.133,77.867,1.27,0.900,bicubic,-83.350,-73.967,+74 +resnet18d.ra2_in1k,288,3.760,96.240,25.720,74.280,11.71,0.950,bicubic,-86.550,-71.470,+13 +edgenext_xx_small.in1k,256,3.760,96.240,23.453,76.547,1.33,0.900,bicubic,-84.640,-73.077,+59 +regnety_008.pycls_in1k,224,3.747,96.253,26.867,73.133,6.26,0.875,bicubic,-87.983,-71.313,-52 +resnet18.fb_ssl_yfcc100m_ft_in1k,224,3.747,96.253,25.293,74.707,11.69,0.875,bilinear,-86.503,-72.267,+13 +mobilenetv4_conv_small.e1200_r224_in1k,224,3.720,96.280,24.467,75.533,3.77,0.875,bicubic,-86.180,-72.763,+25 +densenet169.tv_in1k,224,3.707,96.293,25.573,74.427,14.15,0.875,bicubic,-88.253,-72.517,-77 +mobilenetv2_140.ra_in1k,224,3.667,96.333,26.453,73.547,6.11,0.875,bicubic,-88.163,-70.757,-63 +convnext_zepto_rms.ra4_e3600_r224_in1k,224,3.667,96.333,23.400,76.600,2.16,0.875,bicubic,-86.353,-73.900,+18 +tf_mobilenetv3_large_100.in1k,224,3.653,96.347,24.960,75.040,5.48,0.875,bilinear,-87.557,-72.700,-38 +mobilenetv4_conv_small.e2400_r224_in1k,224,3.653,96.347,24.413,75.587,3.77,0.875,bicubic,-86.417,-72.867,+14 +dla60.in1k,224,3.640,96.360,28.013,71.987,22.04,0.875,bilinear,-88.570,-70.087,-102 +res2net50_48w_2s.in1k,224,3.600,96.400,26.187,73.813,25.29,0.875,bilinear,-88.960,-71.883,-135 +repghostnet_100.in1k,224,3.560,96.440,24.320,75.680,4.07,0.875,bicubic,-86.760,-73.100,-1 +efficientnet_lite0.ra_in1k,224,3.547,96.453,26.320,73.680,4.65,0.875,bicubic,-87.593,-71.320,-36 +efficientvit_m2.r224_in1k,224,3.547,96.453,21.600,78.400,4.19,0.875,bicubic,-84.903,-75.310,+44 +regnetx_016.pycls_in1k,224,3.533,96.467,26.347,73.653,9.19,0.875,bicubic,-88.647,-71.843,-107 +regnety_006.pycls_in1k,224,3.533,96.467,25.107,74.893,6.06,0.875,bicubic,-87.907,-72.653,-57 +spnasnet_100.rmsp_in1k,224,3.533,96.467,24.387,75.613,4.42,0.875,bilinear,-86.777,-73.173,-4 +seresnet50.a3_in1k,160,3.533,96.467,22.627,77.373,28.09,0.950,bicubic,-87.467,-74.783,-32 +resnet18d.ra4_e3600_r224_in1k,224,3.493,96.507,24.560,75.440,11.71,0.900,bicubic,-87.197,-73.010,-19 +ghostnet_100.in1k,224,3.400,96.600,25.187,74.813,5.18,0.875,bicubic,-86.800,-72.063,-4 +resnet34.a3_in1k,224,3.400,96.600,23.240,76.760,21.80,0.950,bicubic,-86.540,-73.930,+7 +resnet50.a3_in1k,160,3.373,96.627,23.600,76.400,25.56,0.950,bicubic,-88.077,-74.030,-63 +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,3.360,96.640,22.840,77.160,3.27,1.000,bicubic,-86.630,-74.630,+2 +legacy_seresnet34.in1k,224,3.320,96.680,23.707,76.293,21.96,0.875,bilinear,-87.600,-73.863,-37 +resnet18.a2_in1k,288,3.307,96.693,22.253,77.747,11.69,1.000,bicubic,-86.273,-74.707,+14 +resnet34.bt_in1k,224,3.253,96.747,24.413,75.587,21.80,0.875,bicubic,-87.917,-73.137,-50 +efficientvit_b0.r224_in1k,224,3.253,96.747,19.520,80.480,3.41,0.950,bicubic,-84.747,-76.560,+40 +dla34.in1k,224,3.240,96.760,23.667,76.333,15.74,0.875,bilinear,-87.530,-73.983,-34 +test_vit3.r160_in1k,160,3.240,96.760,17.133,82.867,0.93,0.950,bicubic,-74.340,-75.217,+74 +tinynet_c.in1k,184,3.200,96.800,21.360,78.640,2.46,0.875,bicubic,-84.600,-75.020,+39 +mobilenetv2_110d.ra_in1k,224,3.133,96.867,24.787,75.213,4.52,0.875,bicubic,-87.867,-72.763,-50 +mnasnet_100.rmsp_in1k,224,3.133,96.867,24.307,75.693,4.38,0.875,bicubic,-87.517,-73.203,-28 +regnety_004.pycls_in1k,224,3.080,96.920,22.613,77.387,4.34,0.875,bicubic,-87.430,-74.967,-24 +tf_efficientnet_lite0.in1k,224,3.053,96.947,22.827,77.173,4.65,0.875,bicubic,-88.047,-74.713,-54 +mobileone_s1.apple_in1k,224,3.040,96.960,25.027,74.973,4.83,0.900,bilinear,-88.320,-72.813,-71 +resnetv2_18.ra4_e3600_r224_in1k,224,3.040,96.960,22.173,77.827,11.69,0.900,bicubic,-87.100,-75.137,-17 +skresnet18.ra_in1k,224,3.027,96.973,22.680,77.320,11.96,0.875,bicubic,-86.633,-74.560,-2 +repghostnet_080.in1k,224,3.027,96.973,22.627,77.373,3.28,0.875,bicubic,-85.943,-74.143,+11 +efficientvit_m1.r224_in1k,224,2.907,97.093,19.573,80.427,2.98,0.875,bicubic,-83.893,-76.437,+37 +tf_mobilenetv3_large_075.in1k,224,2.893,97.107,21.707,78.293,3.99,0.875,bilinear,-86.777,-75.513,-5 +vgg19_bn.tv_in1k,224,2.853,97.147,23.547,76.453,143.68,0.875,bilinear,-87.247,-74.033,-21 +tinynet_d.in1k,152,2.773,97.227,17.733,82.267,2.34,0.875,bicubic,-82.057,-77.487,+45 +regnetx_008.pycls_in1k,224,2.720,97.280,22.360,77.640,7.26,0.875,bicubic,-88.380,-75.350,-64 +resnet14t.c3_in1k,224,2.720,97.280,19.827,80.173,10.08,0.950,bicubic,-86.280,-76.873,+3 +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,2.667,97.333,20.600,79.400,3.27,0.887,bicubic,-86.513,-76.300,-1 +lcnet_100.ra2_in1k,224,2.653,97.347,20.507,79.493,2.95,0.875,bicubic,-86.107,-76.203,+9 +resnet34.gluon_in1k,224,2.640,97.360,21.653,78.347,21.80,0.875,bicubic,-88.330,-76.137,-61 +hrnet_w18_small_v2.ms_in1k,224,2.627,97.373,23.600,76.400,15.60,0.875,bilinear,-88.563,-74.310,-75 +fasternet_t0.in1k,224,2.627,97.373,19.173,80.827,3.91,1.000,bicubic,-85.643,-77.347,+15 +test_vit2.r160_in1k,160,2.613,97.387,13.360,86.640,0.46,0.950,bicubic,-62.027,-72.090,+62 +repvgg_b0.rvgg_in1k,224,2.600,97.400,23.907,76.093,15.82,0.875,bilinear,-88.800,-74.073,-91 +hrnet_w18_small.gluon_in1k,224,2.600,97.400,20.587,79.413,13.19,0.875,bicubic,-86.870,-76.443,-11 +test_convnext.r160_in1k,160,2.573,97.427,13.587,86.413,0.27,0.950,bicubic,-66.847,-75.063,+53 +vgg16_bn.tv_in1k,224,2.560,97.440,23.587,76.413,138.37,0.875,bilinear,-87.530,-73.783,-32 +vgg16.tv_in1k,224,2.560,97.440,19.973,80.027,138.36,0.875,bilinear,-85.980,-76.827,+2 +mobilenetv4_conv_small_050.e3000_r224_in1k,256,2.547,97.453,16.853,83.147,2.24,0.950,bicubic,-81.613,-78.287,+36 +resnet18d.ra2_in1k,224,2.520,97.480,21.533,78.467,11.71,0.875,bicubic,-86.810,-75.647,-16 +densenet121.tv_in1k,224,2.467,97.533,22.533,77.467,7.98,0.875,bicubic,-88.433,-75.067,-71 +regnetx_006.pycls_in1k,224,2.467,97.533,20.720,79.280,6.20,0.875,bicubic,-87.903,-76.700,-49 +legacy_seresnet18.in1k,224,2.467,97.533,19.880,80.120,11.78,0.875,bicubic,-86.423,-77.070,-7 +test_nfnet.r160_in1k,160,2.453,97.547,11.813,88.187,0.38,0.950,bicubic,-65.657,-76.217,+46 +resnet18.a1_in1k,224,2.440,97.560,18.467,81.533,11.69,0.950,bicubic,-86.000,-78.183,-3 +resnet26.bt_in1k,224,2.400,97.600,22.840,77.160,16.00,0.875,bicubic,-88.780,-74.930,-88 +test_efficientnet_evos.r160_in1k,160,2.320,97.680,11.840,88.160,0.36,0.950,bicubic,-64.490,-74.460,+44 +lcnet_075.ra2_in1k,224,2.280,97.720,17.133,82.867,2.36,0.875,bicubic,-83.750,-78.547,+16 +test_vit.r160_in1k,160,2.280,97.720,12.667,87.333,0.37,0.950,bicubic,-60.210,-71.713,+48 +test_efficientnet_gn.r160_in1k,160,2.280,97.720,11.707,88.293,0.36,0.950,bicubic,-62.230,-73.863,+48 +efficientvit_m0.r224_in1k,224,2.267,97.733,16.413,83.587,2.35,0.875,bicubic,-80.143,-78.027,+30 +repghostnet_058.in1k,224,2.253,97.747,18.427,81.573,2.55,0.875,bicubic,-84.247,-77.473,+9 +resnet34.a3_in1k,160,2.253,97.747,18.280,81.720,21.80,0.950,bicubic,-85.647,-78.190,-2 +resnet18.a3_in1k,224,2.253,97.747,17.520,82.480,11.69,0.950,bicubic,-84.207,-78.370,+8 +mobilenetv3_small_075.lamb_in1k,224,2.227,97.773,15.733,84.267,2.04,0.875,bicubic,-80.883,-78.417,+25 +mobilenetv2_100.ra_in1k,224,2.173,97.827,19.733,80.267,3.50,0.875,bicubic,-87.437,-77.427,-35 +repvgg_a1.rvgg_in1k,224,2.147,97.853,21.227,78.773,14.09,0.875,bilinear,-88.443,-76.413,-68 +tf_mobilenetv3_small_100.in1k,224,2.147,97.853,16.773,83.227,2.54,0.875,bilinear,-83.073,-78.997,+9 +test_resnet.r160_in1k,160,2.147,97.853,11.213,88.787,0.47,0.950,bilinear,-60.013,-72.997,+41 +regnety_002.pycls_in1k,224,2.133,97.867,18.640,81.360,3.16,0.875,bicubic,-85.217,-77.960,-6 +resnet14t.c3_in1k,176,2.133,97.867,16.960,83.040,10.08,0.875,bicubic,-86.157,-79.410,-16 +test_efficientnet_ln.r160_in1k,160,2.133,97.867,10.493,89.507,0.36,0.950,bicubic,-62.667,-74.837,+34 +vgg19.tv_in1k,224,2.107,97.893,20.480,79.520,143.67,0.875,bilinear,-86.943,-76.400,-35 +mobileone_s0.apple_in1k,224,2.107,97.893,17.680,82.320,5.29,0.875,bilinear,-86.213,-78.750,-18 +vgg13_bn.tv_in1k,224,2.080,97.920,20.027,79.973,133.05,0.875,bilinear,-86.700,-76.943,-29 +test_byobnet.r160_in1k,160,2.053,97.947,11.333,88.667,0.46,0.950,bicubic,-63.837,-74.847,+27 +test_convnext3.r160_in1k,160,2.013,97.987,13.160,86.840,0.47,0.950,bicubic,-72.267,-77.450,+20 +test_efficientnet.r160_in1k,160,2.013,97.987,10.440,89.560,0.36,0.950,bicubic,-64.387,-75.850,+25 +regnetx_004.pycls_in1k,224,1.973,98.027,19.080,80.920,5.16,0.875,bicubic,-86.947,-78.020,-36 +resnet18.a2_in1k,224,1.973,98.027,17.467,82.533,11.69,0.950,bicubic,-86.057,-78.953,-21 +tf_mobilenetv3_small_075.in1k,224,1.960,98.040,15.013,84.987,2.04,0.875,bilinear,-81.590,-79.847,+7 +mobilenetv3_small_100.lamb_in1k,224,1.947,98.053,16.920,83.080,2.54,0.875,bicubic,-83.243,-78.700,-4 +tinynet_e.in1k,106,1.933,98.067,13.987,86.013,2.04,0.875,bicubic,-77.047,-78.573,+11 +repghostnet_050.in1k,224,1.920,98.080,16.347,83.653,2.31,0.875,bicubic,-83.120,-78.873,-5 +mobilenetv4_conv_small_050.e3000_r224_in1k,224,1.893,98.107,15.440,84.560,2.24,0.875,bicubic,-81.527,-79.140,+4 +test_convnext2.r160_in1k,160,1.867,98.133,13.213,86.787,0.48,0.950,bicubic,-73.053,-77.907,+11 +resnet34.tv_in1k,224,1.840,98.160,19.813,80.187,21.80,0.875,bilinear,-88.090,-77.527,-67 +vgg13.tv_in1k,224,1.840,98.160,17.933,82.067,133.05,0.875,bilinear,-85.180,-78.377,-19 +lcnet_050.ra2_in1k,224,1.787,98.213,13.107,86.893,1.88,0.875,bicubic,-79.943,-80.623,+3 +mobilenetv3_small_050.lamb_in1k,224,1.773,98.227,12.440,87.560,1.59,0.875,bicubic,-75.257,-78.860,+6 +mnasnet_small.lamb_in1k,224,1.760,98.240,15.027,84.973,2.03,0.875,bicubic,-82.600,-80.133,-9 +vgg11_bn.tv_in1k,224,1.733,98.267,18.107,81.893,132.87,0.875,bilinear,-85.767,-78.703,-29 +dla46x_c.in1k,224,1.720,98.280,16.373,83.627,1.07,0.875,bilinear,-82.550,-78.867,-9 +tf_mobilenetv3_large_minimal_100.in1k,224,1.653,98.347,17.347,82.653,3.92,0.875,bilinear,-87.297,-79.523,-52 +resnet10t.c3_in1k,224,1.640,98.360,15.907,84.093,5.44,0.950,bicubic,-84.610,-79.853,-22 +mobilenetv2_050.lamb_in1k,224,1.640,98.360,14.053,85.947,1.97,0.875,bicubic,-82.300,-80.537,-9 +vgg11.tv_in1k,224,1.613,98.387,15.907,84.093,132.86,0.875,bilinear,-84.957,-80.403,-27 +dla60x_c.in1k,224,1.600,98.400,17.760,82.240,1.32,0.875,bilinear,-84.730,-78.330,-26 +resnet18.gluon_in1k,224,1.600,98.400,16.773,83.227,11.69,0.875,bicubic,-86.770,-79.927,-44 +hrnet_w18_small.ms_in1k,224,1.507,98.493,18.120,81.880,13.19,0.875,bilinear,-87.543,-78.960,-62 +repvgg_a0.rvgg_in1k,224,1.493,98.507,17.467,82.533,9.11,0.875,bilinear,-87.767,-79.463,-66 +dla46_c.in1k,224,1.493,98.507,15.120,84.880,1.30,0.875,bilinear,-82.147,-79.810,-15 +resnet10t.c3_in1k,176,1.427,98.573,14.133,85.867,5.44,0.875,bicubic,-83.363,-80.877,-22 +resnet18.a3_in1k,160,1.387,98.613,13.707,86.293,11.69,0.950,bicubic,-82.893,-80.913,-21 +regnetx_002.pycls_in1k,224,1.293,98.707,14.907,85.093,2.68,0.875,bicubic,-84.907,-81.063,-30 +tf_mobilenetv3_small_minimal_100.in1k,224,1.133,98.867,11.413,88.587,2.04,0.875,bilinear,-80.207,-82.277,-13 +resnet18.tv_in1k,224,1.120,98.880,16.200,83.800,11.69,0.875,bilinear,-86.260,-80.070,-43 +resmlp_24_224.fb_dino,224,0.480,99.520,2.320,97.680,30.02,0.875,bicubic,,, diff --git a/results/results-imagenet-r-clean.csv b/results/results-imagenet-r-clean.csv index fea4669cd3..9b3a49aecf 100644 --- a/results/results-imagenet-r-clean.csv +++ b/results/results-imagenet-r-clean.csv @@ -1,1559 +1,1557 @@ model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.16,1.84,99.88,0.12,305.08,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.03,1.97,99.89,0.11,305.08,1.0,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.02,1.98,99.9,0.1,1013.01,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,97.99,2.01,99.86,0.14,1014.45,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,97.9,2.1,99.88,0.12,304.53,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,97.86,2.14,99.77,0.23,305.08,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,97.86,2.14,99.9,0.1,660.29,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,97.86,2.14,99.79,0.21,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,97.82,2.18,99.83,0.17,305.08,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,97.82,2.18,99.85,0.15,304.53,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,97.82,2.18,99.76,0.24,429.38,1.0,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,97.81,2.19,99.79,0.21,305.0,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,97.81,2.19,99.86,0.14,660.29,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,97.77,2.23,99.89,0.11,480.31,0.96,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,97.77,2.23,99.81,0.19,305.67,1.0,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,97.77,2.23,99.85,0.15,119.88,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,97.77,2.23,99.81,0.19,480.31,0.936,bicubic -regnety_1280.swag_ft_in1k,384,97.77,2.23,99.86,0.14,644.81,1.0,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,97.77,2.23,99.81,0.19,846.47,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,97.77,2.23,99.85,0.15,475.32,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,97.76,2.24,99.79,0.21,304.43,0.95,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,97.76,2.24,99.82,0.18,475.77,1.0,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,97.72,2.28,99.77,0.23,414.14,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,97.71,2.29,99.76,0.24,87.12,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,97.67,2.33,99.82,0.18,212.03,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,97.66,2.34,99.73,0.27,212.33,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,97.65,2.35,99.86,0.14,98.75,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,97.65,2.35,99.8,0.2,197.96,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,97.64,2.36,99.73,0.27,304.2,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.62,2.38,99.76,0.24,632.46,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,97.62,2.38,99.73,0.27,304.53,1.0,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,97.61,2.39,99.81,0.19,304.14,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,97.6,2.4,99.82,0.18,87.12,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,97.58,2.42,99.78,0.22,350.2,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,97.58,2.42,99.71,0.29,304.76,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,97.58,2.42,99.71,0.29,1012.56,0.9,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,97.56,2.44,99.76,0.24,119.65,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,97.55,2.45,99.78,0.22,136.5,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,97.55,2.45,99.75,0.25,136.33,1.0,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,97.53,2.47,99.79,0.21,304.14,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,97.5,2.5,99.68,0.32,304.43,0.9,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,97.48,2.52,99.82,0.18,350.2,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,97.47,2.53,99.76,0.24,200.13,1.0,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.47,2.53,99.76,0.24,116.09,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.46,2.54,99.78,0.22,304.53,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,97.45,2.55,99.69,0.31,304.2,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,97.45,2.55,99.72,0.28,304.57,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,97.45,2.55,99.75,0.25,99.88,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,97.43,2.57,99.76,0.24,101.66,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,97.43,2.57,99.78,0.22,304.72,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,97.43,2.57,99.78,0.22,134.42,1.0,bicubic -regnety_1280.swag_lc_in1k,224,97.42,2.58,99.73,0.27,644.81,0.965,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.41,2.59,99.77,0.23,64.27,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,97.39,2.61,99.69,0.31,304.57,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,97.39,2.61,99.73,0.27,200.13,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.39,2.61,99.74,0.26,304.2,1.0,bicubic -regnety_320.swag_ft_in1k,384,97.39,2.61,99.76,0.24,145.05,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k,224,97.38,2.62,99.83,0.17,98.75,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,97.37,2.63,99.71,0.29,88.72,1.0,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,97.36,2.64,99.73,0.27,149.39,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,97.36,2.64,99.68,0.32,57.05,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,97.36,2.64,99.78,0.22,56.2,1.0,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,97.36,2.64,99.71,0.29,73.88,1.0,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,97.35,2.65,99.71,0.29,86.74,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,97.34,2.66,99.76,0.24,197.96,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.34,2.66,99.8,0.2,632.05,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,97.33,2.67,99.75,0.25,197.77,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.33,2.67,99.76,0.24,93.59,0.95,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,97.32,2.68,99.68,0.32,304.37,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,97.32,2.68,99.6,0.4,208.12,1.0,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.32,2.68,99.72,0.28,116.14,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,97.32,2.68,99.64,0.36,118.52,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,97.31,2.69,99.78,0.22,93.59,1.0,bicubic -volo_d5_512.sail_in1k,512,97.3,2.7,99.77,0.23,296.09,1.15,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,97.3,2.7,99.78,0.22,196.74,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,97.29,2.71,99.74,0.26,200.13,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,97.29,2.71,99.74,0.26,304.43,0.95,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,97.28,2.72,99.72,0.28,39.3,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,288,97.27,2.73,99.71,0.29,660.29,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,97.27,2.73,99.72,0.28,197.96,0.875,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,97.26,2.74,99.8,0.2,87.92,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,97.26,2.74,99.74,0.26,350.2,0.875,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,97.25,2.75,99.76,0.24,136.06,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,97.25,2.75,99.72,0.28,632.13,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,288,97.24,2.76,99.72,0.28,197.77,1.0,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,97.24,2.76,99.68,0.32,86.88,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,97.24,2.76,99.72,0.28,88.59,1.0,bicubic -volo_d5_448.sail_in1k,448,97.24,2.76,99.76,0.24,295.91,1.15,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,97.24,2.76,99.72,0.28,304.53,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,97.23,2.77,99.7,0.3,86.86,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,97.23,2.77,99.75,0.25,101.66,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,97.23,2.77,99.76,0.24,99.88,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,97.23,2.77,99.66,0.34,197.77,0.875,bicubic -convnext_base.fb_in22k_ft_in1k,288,97.22,2.78,99.76,0.24,88.59,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,97.22,2.78,99.73,0.27,44.82,1.0,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,97.22,2.78,99.71,0.29,196.74,0.9,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,97.22,2.78,99.68,0.32,101.66,1.0,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,97.21,2.79,99.63,0.37,672.78,0.9,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.21,2.79,99.72,0.28,60.6,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,97.21,2.79,99.76,0.24,88.72,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,97.2,2.8,99.7,0.3,66.35,0.949,bicubic -maxvit_base_tf_512.in1k,512,97.19,2.81,99.64,0.36,119.88,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,97.19,2.81,99.65,0.35,73.88,0.95,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,97.18,2.82,99.75,0.25,57.87,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,97.18,2.82,99.76,0.24,93.59,1.0,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,97.18,2.82,99.69,0.31,196.74,1.0,bicubic -regnety_160.swag_ft_in1k,384,97.18,2.82,99.78,0.22,83.59,1.0,bicubic -maxvit_small_tf_512.in1k,512,97.18,2.82,99.62,0.38,69.13,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,97.16,2.84,99.66,0.34,88.72,0.875,bicubic -caformer_b36.sail_in1k_384,384,97.15,2.85,99.61,0.39,98.75,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,97.15,2.85,99.68,0.32,64.11,0.95,bicubic -maxvit_base_tf_384.in1k,384,97.14,2.86,99.58,0.42,119.65,1.0,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,97.14,2.86,99.64,0.36,50.22,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,97.13,2.87,99.64,0.36,86.86,0.95,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,97.13,2.87,99.72,0.28,200.13,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,97.11,2.89,99.7,0.3,632.05,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,97.1,2.9,99.74,0.26,75.26,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,97.09,2.91,99.61,0.39,86.58,0.9,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.09,2.91,99.61,0.39,116.14,0.95,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,97.08,2.92,99.71,0.29,75.26,1.0,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,97.08,2.92,99.68,0.32,116.09,0.95,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,97.07,2.93,99.77,0.23,87.9,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,97.07,2.93,99.71,0.29,31.76,1.0,bicubic -volo_d4_448.sail_in1k,448,97.07,2.93,99.76,0.24,193.41,1.15,bicubic -convformer_m36.sail_in22k_ft_in1k,224,97.07,2.93,99.63,0.37,57.05,1.0,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,97.06,2.94,99.67,0.33,87.92,0.9,bicubic -maxvit_large_tf_512.in1k,512,97.06,2.94,99.59,0.41,212.33,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,97.06,2.94,99.69,0.31,88.59,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,97.05,2.95,99.71,0.29,40.01,1.0,bicubic -volo_d3_448.sail_in1k,448,97.04,2.96,99.68,0.32,86.63,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k,224,97.03,2.97,99.73,0.27,56.2,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,97.03,2.97,99.67,0.33,304.2,1.0,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,97.03,2.97,99.68,0.32,186.27,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,97.03,2.97,99.61,0.39,75.26,0.965,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,97.02,2.98,99.7,0.3,86.86,1.0,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,97.02,2.98,99.67,0.33,134.13,0.95,bicubic -caformer_m36.sail_in1k_384,384,97.02,2.98,99.71,0.29,56.2,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,97.02,2.98,99.62,0.38,54.14,1.0,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,97.02,2.98,99.71,0.29,43.04,0.942,bicubic -dm_nfnet_f5.dm_in1k,544,97.02,2.98,99.67,0.33,377.21,0.954,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,97.0,3.0,99.64,0.36,73.87,0.95,bicubic -convnext_small.in12k_ft_in1k_384,384,96.99,3.01,99.66,0.34,50.22,1.0,bicubic -dm_nfnet_f6.dm_in1k,576,96.98,3.02,99.76,0.24,438.36,0.956,bicubic -maxvit_tiny_tf_512.in1k,512,96.97,3.03,99.67,0.33,31.05,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,96.96,3.04,99.64,0.36,93.59,0.875,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,96.96,3.04,99.72,0.28,86.53,0.9,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,96.96,3.04,99.72,0.28,329.09,1.0,bicubic -dm_nfnet_f4.dm_in1k,512,96.95,3.05,99.63,0.37,316.07,0.951,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,96.95,3.05,99.62,0.38,21.23,1.0,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,96.95,3.05,99.66,0.34,196.53,0.9,bicubic -maxvit_large_tf_384.in1k,384,96.95,3.05,99.56,0.44,212.03,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,224,96.94,3.06,99.64,0.36,660.29,0.875,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,96.94,3.06,99.65,0.35,86.58,0.9,bicubic -dm_nfnet_f6.dm_in1k,448,96.93,3.07,99.72,0.28,438.36,0.956,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,96.93,3.07,99.51,0.49,189.1,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,96.92,3.08,99.67,0.33,86.86,1.0,bicubic -volo_d5_224.sail_in1k,224,96.91,3.09,99.66,0.34,295.46,0.96,bicubic -nextvit_large.bd_ssld_6m_in1k,224,96.91,3.09,99.64,0.36,57.87,0.95,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,96.9,3.1,99.46,0.54,208.12,1.0,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,96.9,3.1,99.64,0.36,30.39,0.934,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,96.89,3.11,99.62,0.38,86.59,1.0,bicubic -cait_m48_448.fb_dist_in1k,448,96.89,3.11,99.62,0.38,356.46,1.0,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,96.89,3.11,99.68,0.32,936.53,1.0,bilinear -tiny_vit_21m_512.dist_in22k_ft_in1k,512,96.89,3.11,99.71,0.29,21.27,1.0,bicubic -caformer_s36.sail_in1k_384,384,96.88,3.12,99.66,0.34,39.3,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k,224,96.88,3.12,99.68,0.32,44.82,0.95,bicubic -deit3_large_patch16_384.fb_in1k,384,96.87,3.13,99.62,0.38,304.76,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,288,96.87,3.13,99.51,0.49,50.22,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,96.87,3.13,99.65,0.35,75.26,0.965,bicubic -convformer_b36.sail_in1k_384,384,96.87,3.13,99.65,0.35,99.88,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,96.86,3.14,99.59,0.41,118.52,1.0,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,96.86,3.14,99.69,0.31,88.59,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,224,96.85,3.15,99.66,0.34,88.59,0.875,bicubic -convnextv2_large.fcmae_ft_in1k,224,96.85,3.15,99.68,0.32,197.96,0.875,bicubic -convnextv2_large.fcmae_ft_in1k,288,96.85,3.15,99.77,0.23,197.96,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k,224,96.84,3.16,99.62,0.38,39.3,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,96.84,3.16,99.73,0.27,83.59,1.0,bicubic -regnety_320.swag_lc_in1k,224,96.83,3.17,99.73,0.27,145.05,0.965,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,96.82,3.18,99.66,0.34,86.86,1.0,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,96.82,3.18,99.63,0.37,47.63,1.0,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,96.82,3.18,99.59,0.41,30.39,1.0,bicubic -cait_m36_384.fb_dist_in1k,384,96.82,3.18,99.66,0.34,271.22,1.0,bicubic -dm_nfnet_f5.dm_in1k,416,96.81,3.19,99.6,0.4,377.21,0.954,bicubic -regnety_160.sw_in12k_ft_in1k,288,96.81,3.19,99.7,0.3,83.59,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,96.8,3.2,99.64,0.36,64.11,0.95,bicubic -flexivit_large.1200ep_in1k,240,96.8,3.2,99.61,0.39,304.36,0.95,bicubic -hgnet_base.ssld_in1k,288,96.8,3.2,99.68,0.32,71.58,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,96.8,3.2,99.68,0.32,88.59,1.0,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,96.79,3.21,99.55,0.45,188.93,1.0,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,96.79,3.21,99.53,0.47,468.53,0.875,bilinear -convformer_s18.sail_in22k_ft_in1k_384,384,96.79,3.21,99.71,0.29,26.77,1.0,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,96.78,3.22,99.62,0.38,84.32,1.0,bicubic -volo_d4_224.sail_in1k,224,96.78,3.22,99.67,0.33,192.96,0.96,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,96.78,3.22,99.55,0.45,86.53,0.9,bicubic -convformer_m36.sail_in1k_384,384,96.77,3.23,99.61,0.39,57.05,1.0,bicubic -efficientvit_l3.r320_in1k,320,96.75,3.25,99.41,0.59,246.04,1.0,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,96.75,3.25,99.59,0.41,213.74,0.9,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,96.74,3.26,99.71,0.29,39.57,1.0,bicubic -flexivit_large.600ep_in1k,240,96.74,3.26,99.55,0.45,304.36,0.95,bicubic -efficientvit_l3.r384_in1k,384,96.74,3.26,99.45,0.55,246.04,1.0,bicubic -dm_nfnet_f4.dm_in1k,384,96.74,3.26,99.62,0.38,316.07,0.951,bicubic -volo_d2_384.sail_in1k,384,96.74,3.26,99.6,0.4,58.87,1.0,bicubic -maxvit_small_tf_384.in1k,384,96.73,3.27,99.59,0.41,69.02,1.0,bicubic -tf_efficientnetv2_l.in1k,480,96.73,3.27,99.55,0.45,118.52,1.0,bicubic -inception_next_base.sail_in1k_384,384,96.73,3.27,99.62,0.38,86.67,1.0,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,96.72,3.28,99.64,0.36,304.33,0.9,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,96.71,3.29,99.64,0.36,19.34,0.922,bicubic -tf_efficientnet_b8.ra_in1k,672,96.7,3.3,99.55,0.45,87.41,0.954,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,96.7,3.3,99.57,0.43,86.66,1.0,bicubic -convformer_s36.sail_in1k_384,384,96.7,3.3,99.58,0.42,40.01,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,96.69,3.31,99.6,0.4,84.4,1.0,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,96.69,3.31,99.61,0.39,22.13,1.0,bicubic -flexivit_large.300ep_in1k,240,96.69,3.31,99.58,0.42,304.36,0.95,bicubic -efficientvit_l2.r384_in1k,384,96.69,3.31,99.42,0.58,63.71,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,96.68,3.32,99.58,0.42,32.59,1.0,bicubic -efficientvit_l2.r288_in1k,288,96.68,3.32,99.53,0.47,63.71,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,96.68,3.32,99.64,0.36,22.21,1.0,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,96.67,3.33,99.66,0.34,87.77,0.9,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,96.66,3.34,99.66,0.34,86.53,0.9,bicubic -hgnet_base.ssld_in1k,224,96.65,3.35,99.56,0.44,71.58,0.965,bicubic -cait_s36_384.fb_dist_in1k,384,96.64,3.36,99.6,0.4,68.37,1.0,bicubic -efficientvit_l3.r256_in1k,256,96.64,3.36,99.29,0.71,246.04,1.0,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,96.63,3.37,99.48,0.52,188.93,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,96.63,3.37,99.56,0.44,86.57,0.95,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,96.63,3.37,99.59,0.41,28.64,1.0,bicubic -coat_lite_medium_384.in1k,384,96.62,3.38,99.45,0.55,44.57,1.0,bicubic -regnetz_e8.ra3_in1k,320,96.62,3.38,99.61,0.39,57.7,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k,224,96.61,3.39,99.58,0.42,31.76,0.95,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,96.61,3.39,99.47,0.53,88.3,1.0,bicubic -dm_nfnet_f3.dm_in1k,416,96.61,3.39,99.63,0.37,254.92,0.94,bicubic -tf_efficientnet_b7.ra_in1k,600,96.61,3.39,99.53,0.47,66.35,0.949,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,96.61,3.39,99.7,0.3,39.57,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,96.6,3.4,99.58,0.42,45.88,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,96.6,3.4,99.59,0.41,60.4,0.95,bicubic -deit3_huge_patch14_224.fb_in1k,224,96.59,3.41,99.52,0.48,632.13,0.9,bicubic -convnext_small.in12k_ft_in1k,288,96.59,3.41,99.58,0.42,50.22,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,224,96.59,3.41,99.69,0.31,83.59,0.95,bicubic -convnext_tiny.in12k_ft_in1k_384,384,96.58,3.42,99.66,0.34,28.59,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,96.58,3.42,99.64,0.36,88.59,1.0,bicubic -cait_s24_384.fb_dist_in1k,384,96.58,3.42,99.55,0.45,47.06,1.0,bicubic -maxvit_tiny_tf_384.in1k,384,96.57,3.43,99.57,0.43,30.98,1.0,bicubic -regnety_2560.seer_ft_in1k,384,96.57,3.43,99.51,0.49,1282.6,1.0,bicubic -convnext_small.in12k_ft_in1k,224,96.57,3.43,99.58,0.42,50.22,0.95,bicubic -regnety_120.sw_in12k_ft_in1k,288,96.57,3.43,99.68,0.32,51.82,1.0,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,96.57,3.43,99.53,0.47,88.34,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,288,96.56,3.44,99.64,0.36,77.47,1.0,bilinear -tf_efficientnet_b8.ap_in1k,672,96.56,3.44,99.55,0.45,87.41,0.954,bicubic -convformer_s36.sail_in22k_ft_in1k,224,96.55,3.45,99.6,0.4,40.01,1.0,bicubic -tf_efficientnetv2_l.in1k,384,96.55,3.45,99.48,0.52,118.52,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,96.55,3.45,99.47,0.53,60.4,0.95,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,96.55,3.45,99.56,0.44,47.63,1.0,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,96.54,3.46,99.66,0.34,39.57,0.965,bicubic -caformer_b36.sail_in1k,224,96.54,3.46,99.46,0.54,98.75,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,96.53,3.47,99.62,0.38,39.57,0.965,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,96.53,3.47,99.59,0.41,236.34,1.0,bilinear -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,96.53,3.47,99.54,0.46,86.57,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,96.53,3.47,99.54,0.46,32.59,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,96.52,3.48,99.59,0.41,26.34,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,96.52,3.48,99.51,0.49,54.14,1.0,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,96.52,3.48,99.47,0.53,84.32,1.0,bicubic -dm_nfnet_f2.dm_in1k,352,96.52,3.48,99.57,0.43,193.78,0.92,bicubic -regnety_160.lion_in12k_ft_in1k,224,96.51,3.49,99.69,0.31,83.59,0.95,bicubic -convnext_small.fb_in22k_ft_in1k,224,96.51,3.49,99.49,0.51,50.22,0.875,bicubic -convnextv2_base.fcmae_ft_in1k,288,96.5,3.5,99.52,0.48,88.72,1.0,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,96.5,3.5,99.59,0.41,87.63,1.0,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,96.5,3.5,99.59,0.41,86.57,0.9,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,96.5,3.5,99.63,0.37,39.03,0.95,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,96.49,3.51,99.54,0.46,38.88,0.95,bicubic -volo_d1_384.sail_in1k,384,96.49,3.51,99.55,0.45,26.78,1.0,bicubic -efficientvit_l3.r224_in1k,224,96.49,3.51,99.31,0.69,246.04,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,96.48,3.52,99.52,0.48,94.45,1.0,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,96.48,3.52,99.6,0.4,86.66,1.0,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,96.48,3.52,99.54,0.46,194.03,0.875,bilinear -efficientvit_l2.r256_in1k,256,96.48,3.52,99.39,0.61,63.71,1.0,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,96.48,3.52,99.66,0.34,98.95,1.0,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,96.48,3.52,99.48,0.52,26.21,1.0,bicubic -tf_efficientnetv2_m.in1k,480,96.48,3.52,99.6,0.4,54.14,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,224,96.47,3.53,99.43,0.57,88.72,0.875,bicubic -nextvit_large.bd_in1k_384,384,96.47,3.53,99.55,0.45,57.87,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,96.47,3.53,99.58,0.42,33.44,1.0,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,96.46,3.54,99.57,0.43,21.46,1.0,bicubic -volo_d3_224.sail_in1k,224,96.46,3.54,99.61,0.39,86.33,0.96,bicubic -eca_nfnet_l2.ra3_in1k,384,96.46,3.54,99.61,0.39,56.72,1.0,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,96.46,3.54,99.57,0.43,34.36,0.95,bicubic -caformer_s18.sail_in1k_384,384,96.45,3.55,99.57,0.43,26.34,1.0,bicubic -ecaresnet269d.ra2_in1k,352,96.45,3.55,99.61,0.39,102.09,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,96.45,3.55,99.53,0.47,88.83,1.0,bicubic -resnetrs420.tf_in1k,416,96.44,3.56,99.54,0.46,191.89,1.0,bicubic -mvitv2_large.fb_in1k,224,96.43,3.57,99.44,0.56,217.99,0.9,bicubic -regnetz_e8.ra3_in1k,256,96.43,3.57,99.47,0.53,57.7,0.94,bicubic -regnety_160.swag_lc_in1k,224,96.43,3.57,99.76,0.24,83.59,0.965,bicubic -volo_d2_224.sail_in1k,224,96.42,3.58,99.51,0.49,58.68,0.96,bicubic -ecaresnet269d.ra2_in1k,320,96.42,3.58,99.52,0.48,102.09,0.95,bicubic -seresnextaa101d_32x8d.ah_in1k,288,96.42,3.58,99.52,0.48,93.59,1.0,bicubic -caformer_m36.sail_in1k,224,96.41,3.59,99.53,0.47,56.2,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,96.41,3.59,99.46,0.54,44.57,1.0,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,96.4,3.6,99.46,0.54,88.3,0.95,bicubic -hgnet_small.ssld_in1k,288,96.4,3.6,99.62,0.38,24.36,1.0,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,96.4,3.6,99.5,0.5,21.2,0.95,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,96.4,3.6,99.53,0.47,86.48,1.0,bicubic -convnext_large.fb_in1k,288,96.39,3.61,99.53,0.47,197.77,1.0,bicubic -vit_large_patch16_rope_224.naver_in1k,224,96.39,3.61,99.44,0.56,304.17,0.9,bicubic -swin_base_patch4_window12_384.ms_in1k,384,96.39,3.61,99.42,0.58,87.9,1.0,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,96.38,3.62,99.58,0.42,47.67,1.0,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,96.38,3.62,99.47,0.53,26.25,1.0,bicubic -rdnet_large.nv_in1k,224,96.38,3.62,99.52,0.48,186.27,0.9,bicubic -seresnext101d_32x8d.ah_in1k,288,96.38,3.62,99.47,0.53,93.59,1.0,bicubic -dm_nfnet_f3.dm_in1k,320,96.37,3.63,99.59,0.41,254.92,0.94,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,96.37,3.63,99.42,0.58,69.9,0.9,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,96.36,3.64,99.57,0.43,86.57,0.9,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,96.36,3.64,99.51,0.49,129.14,0.875,bicubic -maxvit_base_tf_224.in1k,224,96.35,3.65,99.38,0.62,119.47,0.95,bicubic -maxvit_large_tf_224.in1k,224,96.35,3.65,99.4,0.6,211.79,0.95,bicubic -tf_efficientnet_b7.ap_in1k,600,96.35,3.65,99.6,0.4,66.35,0.949,bicubic -tf_efficientnet_b6.ap_in1k,528,96.35,3.65,99.54,0.46,43.04,0.942,bicubic -nextvit_base.bd_in1k_384,384,96.34,3.66,99.58,0.42,44.82,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,96.34,3.66,99.55,0.45,28.64,1.0,bicubic -mambaout_small_rw.sw_e450_in1k,288,96.34,3.66,99.55,0.45,48.5,1.0,bicubic -regnetz_040_h.ra3_in1k,320,96.34,3.66,99.51,0.49,28.94,1.0,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,96.34,3.66,99.35,0.65,51.52,0.9,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,96.34,3.66,99.52,0.48,45.88,1.0,bicubic -convnext_base.fb_in1k,288,96.33,3.67,99.48,0.52,88.59,1.0,bicubic -dm_nfnet_f1.dm_in1k,320,96.33,3.67,99.53,0.47,132.63,0.91,bicubic -seresnet152d.ra2_in1k,320,96.33,3.67,99.51,0.49,66.84,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,96.33,3.67,99.56,0.44,86.57,1.0,bicubic -regnety_1280.seer_ft_in1k,384,96.33,3.67,99.41,0.59,644.81,1.0,bicubic -resnetrs200.tf_in1k,320,96.32,3.68,99.53,0.47,93.21,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,96.32,3.68,99.38,0.62,32.59,0.95,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,96.31,3.69,99.48,0.52,189.1,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,96.31,3.69,99.41,0.59,32.59,0.95,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,96.3,3.7,99.56,0.44,86.57,0.9,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,96.3,3.7,99.59,0.41,387.93,1.0,bilinear -fastvit_ma36.apple_dist_in1k,256,96.3,3.7,99.49,0.51,44.07,0.95,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,96.3,3.7,99.62,0.38,19.8,1.0,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,96.29,3.71,99.63,0.37,217.32,1.0,bilinear -tf_efficientnet_b6.aa_in1k,528,96.29,3.71,99.54,0.46,43.04,0.942,bicubic -maxvit_small_tf_224.in1k,224,96.27,3.73,99.49,0.51,68.93,0.95,bicubic -efficientnetv2_rw_m.agc_in1k,416,96.27,3.73,99.56,0.44,53.24,1.0,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,96.27,3.73,99.59,0.41,88.79,0.875,bilinear -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,96.26,3.74,99.5,0.5,194.03,0.875,bilinear -xcit_medium_24_p16_224.fb_dist_in1k,224,96.26,3.74,99.4,0.6,84.4,1.0,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,96.26,3.74,99.37,0.63,304.4,0.9,bicubic -resnetrs350.tf_in1k,384,96.26,3.74,99.48,0.52,163.96,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,96.26,3.74,99.6,0.4,19.8,1.0,bicubic -efficientvit_l2.r224_in1k,224,96.26,3.74,99.33,0.67,63.71,1.0,bicubic -convformer_s18.sail_in1k_384,384,96.25,3.75,99.54,0.46,26.77,1.0,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,96.25,3.75,99.44,0.56,12.11,1.0,bicubic -convformer_b36.sail_in1k,224,96.25,3.75,99.31,0.69,99.88,1.0,bicubic -convnext_tiny.in12k_ft_in1k,288,96.24,3.76,99.65,0.35,28.59,1.0,bicubic -davit_base.msft_in1k,224,96.24,3.76,99.39,0.61,87.95,0.95,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,96.24,3.76,99.28,0.72,73.88,0.95,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,96.23,3.77,99.49,0.51,66.01,0.95,bicubic -deit3_base_patch16_384.fb_in1k,384,96.23,3.77,99.41,0.59,86.88,1.0,bicubic -resnetrs350.tf_in1k,288,96.22,3.78,99.39,0.61,163.96,1.0,bicubic -regnetz_d8_evos.ch_in1k,320,96.22,3.78,99.49,0.51,23.46,1.0,bicubic -deit3_large_patch16_224.fb_in1k,224,96.22,3.78,99.3,0.7,304.37,0.9,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,96.22,3.78,99.53,0.47,328.99,0.9,bicubic -hrnet_w48_ssld.paddle_in1k,224,96.22,3.78,99.51,0.49,77.47,0.95,bilinear -mambaout_small.in1k,288,96.22,3.78,99.43,0.57,48.49,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,224,96.2,3.8,99.53,0.47,51.82,0.95,bicubic -regnetz_040.ra3_in1k,320,96.2,3.8,99.51,0.49,27.12,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,320,96.19,3.81,99.46,0.54,53.24,1.0,bicubic -edgenext_base.in21k_ft_in1k,320,96.19,3.81,99.47,0.53,18.51,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,96.19,3.81,99.58,0.42,28.59,0.95,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,96.18,3.82,99.35,0.65,94.45,0.95,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,96.18,3.82,99.52,0.48,86.86,1.0,bicubic -swinv2_base_window16_256.ms_in1k,256,96.17,3.83,99.4,0.6,87.92,0.9,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,96.17,3.83,99.5,0.5,236.34,1.0,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,96.16,3.84,99.32,0.68,41.72,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,96.16,3.84,99.48,0.52,28.59,1.0,bicubic -hgnet_small.ssld_in1k,224,96.16,3.84,99.55,0.45,24.36,0.965,bicubic -mambaout_base.in1k,288,96.16,3.84,99.24,0.76,84.81,1.0,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,96.16,3.84,99.48,0.52,304.37,0.9,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,96.16,3.84,99.49,0.51,38.85,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,96.16,3.84,99.45,0.55,304.2,0.9,bicubic -nextvit_small.bd_in1k_384,384,96.14,3.86,99.38,0.62,31.76,1.0,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,96.14,3.86,99.31,0.69,34.36,0.95,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,96.13,3.87,99.38,0.62,63.95,0.95,bicubic -flexivit_base.1200ep_in1k,240,96.13,3.87,99.4,0.6,86.59,0.95,bicubic -crossvit_18_dagger_408.in1k,408,96.13,3.87,99.46,0.54,44.61,1.0,bicubic -seresnext101_32x8d.ah_in1k,288,96.13,3.87,99.36,0.64,93.57,1.0,bicubic -convformer_s36.sail_in1k,224,96.12,3.88,99.28,0.72,40.01,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,96.12,3.88,99.39,0.61,86.48,0.95,bicubic -resnest269e.in1k,416,96.12,3.88,99.52,0.48,110.93,0.928,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,96.12,3.88,99.53,0.47,34.81,1.0,bicubic -efficientvit_b3.r288_in1k,288,96.12,3.88,99.31,0.69,48.65,1.0,bicubic -resnet200d.ra2_in1k,320,96.12,3.88,99.46,0.54,64.69,1.0,bicubic -resnest200e.in1k,320,96.11,3.89,99.48,0.52,70.2,0.909,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,96.1,3.9,99.52,0.48,19.8,0.965,bicubic -seresnext101d_32x8d.ah_in1k,224,96.1,3.9,99.3,0.7,93.59,0.95,bicubic -resnetrs420.tf_in1k,320,96.1,3.9,99.47,0.53,191.89,1.0,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,96.1,3.9,99.47,0.53,12.23,0.904,bicubic -rdnet_base.nv_in1k,224,96.09,3.91,99.32,0.68,87.45,0.9,bicubic -tf_efficientnet_b5.ap_in1k,456,96.09,3.91,99.54,0.46,30.39,0.934,bicubic -convformer_s18.sail_in22k_ft_in1k,224,96.09,3.91,99.49,0.51,26.77,1.0,bicubic -caformer_s36.sail_in1k,224,96.09,3.91,99.5,0.5,39.3,1.0,bicubic -xcit_large_24_p8_224.fb_in1k,224,96.09,3.91,99.15,0.85,188.93,1.0,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,96.08,3.92,99.52,0.48,44.18,0.875,bilinear -convformer_m36.sail_in1k,224,96.08,3.92,99.24,0.76,57.05,1.0,bicubic -tf_efficientnet_b7.aa_in1k,600,96.07,3.93,99.46,0.54,66.35,0.949,bicubic -swin_s3_base_224.ms_in1k,224,96.07,3.93,99.35,0.65,71.13,0.9,bicubic -seresnet152d.ra2_in1k,256,96.07,3.93,99.41,0.59,66.84,0.95,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,96.07,3.93,99.56,0.44,36.47,1.0,bicubic -swinv2_small_window16_256.ms_in1k,256,96.06,3.94,99.34,0.66,49.73,0.9,bicubic -resnetrs270.tf_in1k,352,96.06,3.94,99.5,0.5,129.86,1.0,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,96.06,3.94,99.41,0.59,37.76,1.0,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,96.06,3.94,99.41,0.59,86.59,0.9,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,96.06,3.94,99.38,0.62,28.64,0.875,bicubic -cs3se_edgenet_x.c2ns_in1k,320,96.05,3.95,99.45,0.55,50.72,1.0,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,96.05,3.95,99.26,0.74,86.43,0.95,bicubic -gcvit_base.in1k,224,96.05,3.95,99.39,0.61,90.32,0.875,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,96.05,3.95,99.35,0.65,88.83,0.95,bicubic -swinv2_base_window8_256.ms_in1k,256,96.05,3.95,99.41,0.59,87.92,0.9,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,96.05,3.95,99.35,0.65,86.54,0.875,bilinear -maxvit_rmlp_tiny_rw_256.sw_in1k,256,96.05,3.95,99.4,0.6,29.15,0.95,bicubic -convnext_large.fb_in1k,224,96.04,3.96,99.47,0.53,197.77,0.875,bicubic -tf_efficientnetv2_m.in1k,384,96.04,3.96,99.5,0.5,54.14,1.0,bicubic -davit_small.msft_in1k,224,96.04,3.96,99.39,0.61,49.75,0.95,bicubic -volo_d1_224.sail_in1k,224,96.03,3.97,99.4,0.6,26.63,0.96,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,96.03,3.97,99.49,0.51,49.61,0.9,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,96.03,3.97,99.59,0.41,16.29,1.0,bicubic -dm_nfnet_f2.dm_in1k,256,96.03,3.97,99.34,0.66,193.78,0.92,bicubic -caformer_s18.sail_in22k_ft_in1k,224,96.03,3.97,99.55,0.45,26.34,1.0,bicubic -regnety_640.seer_ft_in1k,384,96.03,3.97,99.5,0.5,281.38,1.0,bicubic -regnetz_d8.ra3_in1k,320,96.03,3.97,99.52,0.48,23.37,1.0,bicubic -eca_nfnet_l2.ra3_in1k,320,96.03,3.97,99.56,0.44,56.72,0.9,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,96.03,3.97,99.53,0.47,32.59,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,96.02,3.98,99.44,0.56,33.44,1.0,bicubic -mvitv2_base.fb_in1k,224,96.02,3.98,99.35,0.65,51.47,0.9,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,96.02,3.98,99.49,0.51,19.8,0.965,bicubic -mambaout_small_rw.sw_e450_in1k,224,96.01,3.99,99.35,0.65,48.5,1.0,bicubic -cait_xs24_384.fb_dist_in1k,384,96.01,3.99,99.42,0.58,26.67,1.0,bicubic -fastvit_ma36.apple_in1k,256,96.01,3.99,99.36,0.64,44.07,0.95,bicubic -coat_lite_medium.in1k,224,96.0,4.0,99.35,0.65,44.57,0.9,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,96.0,4.0,99.49,0.51,38.86,0.95,bicubic -repvit_m2_3.dist_450e_in1k,224,96.0,4.0,99.4,0.6,23.69,0.95,bicubic -seresnextaa101d_32x8d.ah_in1k,224,96.0,4.0,99.35,0.65,93.59,0.95,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,96.0,4.0,99.6,0.4,22.2,1.0,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,95.99,4.01,99.34,0.66,37.76,0.95,bicubic -convnext_small.fb_in1k,288,95.99,4.01,99.43,0.57,50.22,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,95.99,4.01,99.47,0.53,34.81,0.95,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,95.99,4.01,99.32,0.68,86.44,0.9,bicubic -tf_efficientnet_b5.ra_in1k,456,95.98,4.02,99.46,0.54,30.39,0.934,bicubic -regnetz_040_h.ra3_in1k,256,95.98,4.02,99.39,0.61,28.94,1.0,bicubic -flexivit_base.600ep_in1k,240,95.98,4.02,99.4,0.6,86.59,0.95,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,95.98,4.02,99.6,0.4,16.29,1.0,bicubic -efficientvit_l1.r224_in1k,224,95.97,4.03,99.12,0.88,52.65,1.0,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,95.97,4.03,99.34,0.66,64.9,0.9,bicubic -resnetrs152.tf_in1k,320,95.96,4.04,99.38,0.62,86.62,1.0,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,95.96,4.04,99.42,0.58,26.21,1.0,bicubic -xcit_small_24_p8_224.fb_in1k,224,95.96,4.04,99.18,0.82,47.63,1.0,bicubic -pvt_v2_b5.in1k,224,95.96,4.04,99.39,0.61,81.96,0.9,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,95.95,4.05,99.4,0.6,88.79,0.875,bilinear -pvt_v2_b4.in1k,224,95.95,4.05,99.35,0.65,62.56,0.9,bicubic -flexivit_base.300ep_in1k,240,95.95,4.05,99.36,0.64,86.59,0.95,bicubic -fastvit_sa36.apple_dist_in1k,256,95.95,4.05,99.37,0.63,31.53,0.9,bicubic -eca_nfnet_l1.ra2_in1k,320,95.94,4.06,99.49,0.51,41.41,1.0,bicubic -convnext_base.fb_in1k,224,95.94,4.06,99.38,0.62,88.59,0.875,bicubic -gcvit_small.in1k,224,95.92,4.08,99.27,0.73,51.09,0.875,bicubic -repvgg_d2se.rvgg_in1k,320,95.92,4.08,99.49,0.51,133.33,1.0,bilinear -inception_next_base.sail_in1k,224,95.91,4.09,99.23,0.77,86.67,0.95,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,95.91,4.09,99.44,0.56,88.3,1.0,bicubic -regnety_160.deit_in1k,288,95.9,4.1,99.56,0.44,83.59,1.0,bicubic -swin_base_patch4_window7_224.ms_in1k,224,95.9,4.1,99.3,0.7,87.77,0.9,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,95.9,4.1,99.36,0.64,38.88,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,95.9,4.1,99.36,0.64,21.46,1.0,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,95.9,4.1,99.26,0.74,37.76,0.95,bicubic -mvitv2_small.fb_in1k,224,95.89,4.11,99.42,0.58,34.87,0.9,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,95.89,4.11,99.34,0.66,38.74,0.95,bicubic -xcit_medium_24_p8_224.fb_in1k,224,95.89,4.11,99.09,0.91,84.32,1.0,bicubic -focalnet_base_srf.ms_in1k,224,95.89,4.11,99.36,0.64,88.15,0.9,bicubic -tf_efficientnet_b5.aa_in1k,456,95.89,4.11,99.36,0.64,30.39,0.934,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,95.88,4.12,99.45,0.55,37.76,1.0,bicubic -nextvit_large.bd_in1k,224,95.88,4.12,99.41,0.59,57.87,0.95,bicubic -edgenext_base.in21k_ft_in1k,256,95.88,4.12,99.41,0.59,18.51,0.95,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,95.87,4.13,99.44,0.56,129.14,0.875,bicubic -regnety_080.ra3_in1k,288,95.87,4.13,99.45,0.55,39.18,1.0,bicubic -regnetz_d32.ra3_in1k,320,95.87,4.13,99.44,0.56,27.58,0.95,bicubic -fasternet_l.in1k,224,95.87,4.13,99.35,0.65,93.47,1.0,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,95.87,4.13,99.16,0.84,86.46,1.0,bicubic -pit_b_distilled_224.in1k,224,95.86,4.14,99.2,0.8,74.79,0.9,bicubic -sequencer2d_l.in1k,224,95.86,4.14,99.47,0.53,54.3,0.875,bicubic -swin_s3_small_224.ms_in1k,224,95.85,4.15,99.19,0.81,49.74,0.9,bicubic -resnet152d.ra2_in1k,320,95.85,4.15,99.43,0.57,60.21,1.0,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,95.85,4.15,99.41,0.59,22.52,0.95,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,95.84,4.16,99.29,0.71,46.17,0.875,bilinear -focalnet_base_lrf.ms_in1k,224,95.84,4.16,99.17,0.83,88.75,0.9,bicubic -mambaout_base.in1k,224,95.84,4.16,99.1,0.9,84.81,1.0,bicubic -resnext101_64x4d.tv_in1k,224,95.84,4.16,99.32,0.68,83.46,0.875,bilinear -tf_efficientnet_b5.in1k,456,95.84,4.16,99.4,0.6,30.39,0.934,bicubic -crossvit_15_dagger_408.in1k,408,95.83,4.17,99.3,0.7,28.5,1.0,bicubic -efficientvit_b3.r256_in1k,256,95.83,4.17,99.19,0.81,48.65,1.0,bicubic -maxvit_tiny_tf_224.in1k,224,95.83,4.17,99.25,0.75,30.92,0.95,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,95.83,4.17,99.22,0.78,35.01,0.9,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,95.83,4.17,99.29,0.71,44.57,0.95,bicubic -regnetz_d8.ra3_in1k,256,95.83,4.17,99.31,0.69,23.37,0.94,bicubic -regnety_064.ra3_in1k,288,95.83,4.17,99.3,0.7,30.58,1.0,bicubic -resnetrs270.tf_in1k,256,95.83,4.17,99.41,0.59,129.86,1.0,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,95.82,4.18,99.41,0.59,22.06,1.0,bicubic -rdnet_small.nv_in1k,224,95.82,4.18,99.42,0.58,50.44,0.9,bicubic -resnetrs200.tf_in1k,256,95.82,4.18,99.35,0.65,93.21,1.0,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,95.81,4.19,99.34,0.66,28.64,1.0,bicubic -regnety_320.seer_ft_in1k,384,95.8,4.2,99.39,0.61,145.05,1.0,bicubic -regnetz_d8_evos.ch_in1k,256,95.8,4.2,99.4,0.6,23.46,0.95,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,95.8,4.2,99.27,0.73,60.23,0.95,bicubic -seresnext101_32x8d.ah_in1k,224,95.8,4.2,99.26,0.74,93.57,0.95,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,95.8,4.2,99.35,0.65,47.67,1.0,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,95.79,4.21,99.28,0.72,38.88,0.95,bicubic -deit3_base_patch16_224.fb_in1k,224,95.79,4.21,99.26,0.74,86.59,0.9,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,95.79,4.21,99.39,0.61,16.29,0.965,bicubic -edgenext_base.usi_in1k,320,95.79,4.21,99.58,0.42,18.51,1.0,bicubic -regnetv_064.ra3_in1k,288,95.79,4.21,99.42,0.58,30.58,1.0,bicubic -resnet152.a1h_in1k,288,95.78,4.22,99.44,0.56,60.19,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,95.78,4.22,99.3,0.7,15.62,1.0,bicubic -edgenext_base.usi_in1k,256,95.77,4.23,99.42,0.58,18.51,0.95,bicubic -swinv2_small_window8_256.ms_in1k,256,95.77,4.23,99.36,0.64,49.73,0.9,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,95.77,4.23,99.34,0.66,86.59,0.9,bicubic -efficientnetv2_rw_s.ra2_in1k,384,95.77,4.23,99.37,0.63,23.94,1.0,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,95.77,4.23,99.28,0.72,87.34,0.9,bicubic -regnetv_040.ra3_in1k,288,95.77,4.23,99.39,0.61,20.64,1.0,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,95.76,4.24,99.3,0.7,26.25,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,288,95.76,4.24,99.33,0.67,21.3,1.0,bilinear -tf_efficientnetv2_s.in1k,384,95.76,4.24,99.41,0.59,21.46,1.0,bicubic -naflexvit_base_patch16_gap.e300_s576_in1k,384,95.76,4.24,99.13,0.87,86.63,1.0,bicubic -regnetz_040.ra3_in1k,256,95.76,4.24,99.41,0.59,27.12,1.0,bicubic -mambaout_small.in1k,224,95.75,4.25,99.26,0.74,48.49,1.0,bicubic -resnet101d.ra2_in1k,320,95.75,4.25,99.44,0.56,44.57,1.0,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,95.75,4.25,99.47,0.53,11.22,1.0,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,95.75,4.25,99.45,0.55,16.29,0.965,bicubic -twins_pcpvt_large.in1k,224,95.74,4.26,99.48,0.52,60.99,0.9,bicubic -maxvit_tiny_rw_224.sw_in1k,224,95.74,4.26,99.17,0.83,29.06,0.95,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,95.74,4.26,99.43,0.57,236.34,0.875,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,95.74,4.26,99.36,0.64,28.59,0.875,bicubic -efficientformerv2_l.snap_dist_in1k,224,95.74,4.26,99.37,0.63,26.32,0.95,bicubic -dm_nfnet_f0.dm_in1k,256,95.73,4.27,99.37,0.63,71.49,0.9,bicubic -focalnet_small_lrf.ms_in1k,224,95.73,4.27,99.21,0.79,50.34,0.9,bicubic -swin_small_patch4_window7_224.ms_in1k,224,95.73,4.27,99.29,0.71,49.61,0.9,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,95.72,4.28,99.3,0.7,49.7,0.9,bicubic -vit_base_patch16_rope_224.naver_in1k,224,95.72,4.28,99.33,0.67,86.43,0.9,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,95.72,4.28,99.28,0.72,11.0,0.95,bicubic -twins_svt_large.in1k,224,95.71,4.29,99.36,0.64,99.27,0.9,bicubic -caformer_s18.sail_in1k,224,95.7,4.3,99.29,0.71,26.34,1.0,bicubic -nextvit_base.bd_in1k,224,95.7,4.3,99.38,0.62,44.82,0.95,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,95.7,4.3,99.33,0.67,32.59,0.95,bicubic -gcvit_tiny.in1k,224,95.7,4.3,99.34,0.66,28.22,0.875,bicubic -inception_next_small.sail_in1k,224,95.69,4.31,99.27,0.73,49.37,0.875,bicubic -tiny_vit_21m_224.in1k,224,95.69,4.31,99.24,0.76,21.2,0.95,bicubic -convnext_nano.r384_in12k_ft_in1k,384,95.69,4.31,99.4,0.6,15.59,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,95.68,4.32,99.43,0.57,11.07,1.0,bicubic -xception65.ra3_in1k,299,95.68,4.32,99.33,0.67,39.92,0.94,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,95.68,4.32,99.45,0.55,32.59,1.0,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,95.67,4.33,99.28,0.72,60.4,0.95,bicubic -repvit_m2_3.dist_300e_in1k,224,95.67,4.33,99.4,0.6,23.69,0.95,bicubic -xception65p.ra3_in1k,299,95.66,4.34,99.28,0.72,39.82,0.94,bicubic -regnetz_c16_evos.ch_in1k,320,95.66,4.34,99.42,0.58,13.49,0.95,bicubic -deit_base_patch16_384.fb_in1k,384,95.66,4.34,99.24,0.76,86.86,1.0,bicubic -deit3_small_patch16_384.fb_in1k,384,95.66,4.34,99.39,0.61,22.21,1.0,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,95.66,4.34,99.45,0.55,25.03,0.875,bilinear -cait_s24_224.fb_dist_in1k,224,95.65,4.35,99.38,0.62,46.92,1.0,bicubic -resnet200d.ra2_in1k,256,95.65,4.35,99.31,0.69,64.69,0.95,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,95.65,4.35,99.19,0.81,86.63,1.0,bicubic -mambaout_tiny.in1k,288,95.64,4.36,99.25,0.75,26.55,1.0,bicubic -ecaresnet101d.miil_in1k,288,95.64,4.36,99.36,0.64,44.57,0.95,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,320,95.63,4.37,99.45,0.55,38.61,1.0,bicubic -focalnet_small_srf.ms_in1k,224,95.63,4.37,99.3,0.7,49.89,0.9,bicubic -resnetv2_101.a1h_in1k,288,95.63,4.37,99.37,0.63,44.54,1.0,bicubic -efficientformer_l7.snap_dist_in1k,224,95.62,4.38,99.45,0.55,82.23,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,95.62,4.38,99.4,0.6,11.07,0.95,bicubic -coatnet_1_rw_224.sw_in1k,224,95.62,4.38,99.22,0.78,41.72,0.95,bicubic -fastvit_sa36.apple_in1k,256,95.62,4.38,99.32,0.68,31.53,0.9,bicubic -dm_nfnet_f1.dm_in1k,224,95.61,4.39,99.37,0.63,132.63,0.91,bicubic -hgnet_tiny.ssld_in1k,288,95.61,4.39,99.47,0.53,14.74,1.0,bicubic -resnest101e.in1k,256,95.61,4.39,99.28,0.72,48.28,0.875,bilinear -convnext_small.fb_in1k,224,95.61,4.39,99.26,0.74,50.22,0.875,bicubic -eca_nfnet_l1.ra2_in1k,256,95.61,4.39,99.3,0.7,41.41,0.9,bicubic -sequencer2d_m.in1k,224,95.61,4.39,99.28,0.72,38.31,0.875,bicubic -regnety_320.tv2_in1k,224,95.6,4.4,99.4,0.6,145.05,0.965,bicubic -cs3se_edgenet_x.c2ns_in1k,256,95.6,4.4,99.31,0.69,50.72,0.95,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,95.6,4.4,99.28,0.72,14.36,0.9,bicubic -regnety_064.ra3_in1k,224,95.59,4.41,99.16,0.84,30.58,0.95,bicubic -efficientvit_b2.r288_in1k,288,95.59,4.41,99.24,0.76,24.33,1.0,bicubic -tf_efficientnet_b4.aa_in1k,380,95.59,4.41,99.32,0.68,19.34,0.922,bicubic -fastvit_sa24.apple_dist_in1k,256,95.58,4.42,99.31,0.69,21.55,0.9,bicubic -resnet101.a1h_in1k,288,95.58,4.42,99.26,0.74,44.55,1.0,bicubic -resnet152.a1h_in1k,224,95.58,4.42,99.26,0.74,60.19,0.95,bicubic -regnety_080.ra3_in1k,224,95.57,4.43,99.26,0.74,39.18,0.95,bicubic -nest_base_jx.goog_in1k,224,95.57,4.43,99.3,0.7,67.72,0.875,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,95.57,4.43,99.26,0.74,60.4,0.95,bicubic -resnext101_64x4d.c1_in1k,288,95.57,4.43,99.29,0.71,83.46,1.0,bicubic -nest_small_jx.goog_in1k,224,95.56,4.44,99.22,0.78,38.35,0.875,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,95.56,4.44,99.44,0.56,11.22,1.0,bicubic -twins_svt_base.in1k,224,95.56,4.44,99.23,0.77,56.07,0.9,bicubic -tresnet_xl.miil_in1k_448,448,95.55,4.45,99.33,0.67,78.44,0.875,bilinear -rexnet_300.nav_in1k,224,95.55,4.45,99.29,0.71,34.71,0.875,bicubic -efficientvit_b3.r224_in1k,224,95.54,4.46,99.19,0.81,48.65,0.95,bicubic -efficientnet_b4.ra2_in1k,384,95.53,4.47,99.41,0.59,19.34,1.0,bicubic -regnety_160.deit_in1k,224,95.52,4.48,99.39,0.61,83.59,0.95,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,95.51,4.49,99.26,0.74,41.69,0.95,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,95.51,4.49,99.34,0.66,9.11,0.89,bicubic -tf_efficientnet_b4.ap_in1k,380,95.5,4.5,99.38,0.62,19.34,0.922,bicubic -tf_efficientnet_b4.in1k,380,95.5,4.5,99.28,0.72,19.34,0.922,bicubic -regnetv_064.ra3_in1k,224,95.49,4.51,99.33,0.67,30.58,0.95,bicubic -twins_pcpvt_base.in1k,224,95.49,4.51,99.37,0.63,43.83,0.9,bicubic -maxvit_nano_rw_256.sw_in1k,256,95.48,4.52,99.13,0.87,15.45,0.95,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,95.48,4.52,99.31,0.69,12.11,1.0,bicubic -pvt_v2_b3.in1k,224,95.48,4.52,99.33,0.67,45.24,0.9,bicubic -cs3edgenet_x.c2_in1k,288,95.48,4.52,99.29,0.71,47.82,1.0,bicubic -regnety_032.ra_in1k,288,95.47,4.53,99.32,0.68,19.44,1.0,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,95.47,4.53,99.35,0.65,12.12,1.0,bicubic -regnety_040.ra3_in1k,288,95.45,4.55,99.41,0.59,20.65,1.0,bicubic -xcit_small_12_p8_224.fb_in1k,224,95.45,4.55,99.19,0.81,26.21,1.0,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,95.45,4.55,99.34,0.66,6.71,1.0,bicubic -efficientnetv2_rw_s.ra2_in1k,288,95.44,4.56,99.19,0.81,23.94,1.0,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,95.44,4.56,99.21,0.79,23.7,0.95,bicubic -eca_nfnet_l0.ra2_in1k,288,95.44,4.56,99.39,0.61,24.14,1.0,bicubic -sequencer2d_s.in1k,224,95.43,4.57,99.26,0.74,27.65,0.875,bicubic -resnet101d.ra2_in1k,256,95.43,4.57,99.2,0.8,44.57,0.95,bicubic -cs3sedarknet_x.c2ns_in1k,288,95.43,4.57,99.32,0.68,35.4,1.0,bicubic -nfnet_l0.ra2_in1k,288,95.43,4.57,99.43,0.57,35.07,1.0,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,95.43,4.57,99.08,0.92,15.5,0.95,bicubic -swinv2_cr_small_224.sw_in1k,224,95.42,4.58,99.06,0.94,49.7,0.9,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,95.42,4.58,99.28,0.72,18.45,1.0,bicubic -resnet152d.ra2_in1k,256,95.42,4.58,99.31,0.69,60.21,0.95,bicubic -tresnet_m.miil_in21k_ft_in1k,224,95.42,4.58,99.16,0.84,31.39,0.875,bilinear -tresnet_l.miil_in1k_448,448,95.41,4.59,99.28,0.72,55.99,0.875,bilinear -efficientnet_b4.ra2_in1k,320,95.41,4.59,99.28,0.72,19.34,0.875,bicubic -swiftformer_l3.dist_in1k,224,95.4,4.6,99.32,0.68,28.49,0.95,bicubic -mvitv2_tiny.fb_in1k,224,95.4,4.6,99.16,0.84,24.17,0.9,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,95.4,4.6,99.4,0.6,194.03,0.875,bilinear -tf_efficientnetv2_s.in1k,300,95.4,4.6,99.29,0.71,21.46,1.0,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,95.39,4.61,99.25,0.75,32.59,0.95,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,95.39,4.61,99.42,0.58,25.55,0.875,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,95.39,4.61,99.32,0.68,15.62,1.0,bicubic -regnetz_c16.ra3_in1k,320,95.39,4.61,99.34,0.66,13.46,1.0,bicubic -regnetz_d32.ra3_in1k,256,95.39,4.61,99.34,0.66,27.58,0.95,bicubic -convnext_nano.in12k_ft_in1k,288,95.39,4.61,99.48,0.52,15.59,1.0,bicubic -deit3_medium_patch16_224.fb_in1k,224,95.39,4.61,99.17,0.83,38.85,0.9,bicubic -fasternet_m.in1k,224,95.38,4.62,99.32,0.68,53.52,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,95.38,4.62,99.18,0.82,15.62,0.875,bicubic -hgnet_tiny.ssld_in1k,224,95.37,4.63,99.39,0.61,14.74,0.965,bicubic -swinv2_tiny_window16_256.ms_in1k,256,95.37,4.63,99.3,0.7,28.35,0.9,bicubic -resnetrs152.tf_in1k,256,95.37,4.63,99.24,0.76,86.62,1.0,bicubic -pnasnet5large.tf_in1k,331,95.37,4.63,99.13,0.87,86.06,0.911,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,95.36,4.64,99.33,0.67,16.78,0.95,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,95.36,4.64,99.34,0.66,9.72,0.95,bicubic -regnetz_c16_evos.ch_in1k,256,95.35,4.65,99.29,0.71,13.49,0.95,bicubic -regnetv_040.ra3_in1k,224,95.35,4.65,99.25,0.75,20.64,0.95,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,95.34,4.66,99.13,0.87,10.59,1.0,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,95.34,4.66,99.33,0.67,88.79,0.875,bilinear -convformer_s18.sail_in1k,224,95.33,4.67,99.15,0.85,26.77,1.0,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,95.33,4.67,99.38,0.62,44.54,1.0,bilinear -vit_little_patch16_reg4_gap_256.sbb_in1k,256,95.33,4.67,99.29,0.71,22.52,0.95,bicubic -rdnet_tiny.nv_in1k,224,95.33,4.67,99.26,0.74,23.86,0.9,bicubic -regnetx_320.tv2_in1k,224,95.32,4.68,99.29,0.71,107.81,0.965,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,95.32,4.68,99.42,0.58,16.52,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,95.32,4.68,99.43,0.57,11.07,1.0,bicubic -repvit_m1_5.dist_450e_in1k,224,95.32,4.68,99.26,0.74,14.64,0.95,bicubic -regnety_080_tv.tv2_in1k,224,95.31,4.69,99.23,0.77,39.38,0.965,bicubic -fastvit_sa24.apple_in1k,256,95.31,4.69,99.31,0.69,21.55,0.9,bicubic -resnext101_32x8d.tv2_in1k,224,95.31,4.69,99.35,0.65,88.79,0.965,bilinear -convnextv2_tiny.fcmae_ft_in1k,224,95.3,4.7,99.24,0.76,28.64,0.875,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,95.3,4.7,99.22,0.78,13.68,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,95.29,4.71,99.21,0.79,16.52,0.95,bicubic -flexivit_small.600ep_in1k,240,95.29,4.71,99.19,0.81,22.06,0.95,bicubic -efficientvit_b2.r256_in1k,256,95.29,4.71,99.11,0.89,24.33,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,288,95.29,4.71,99.25,0.75,25.58,1.0,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,95.28,4.72,99.12,0.88,38.76,0.9,bicubic -convnext_tiny_hnf.a2h_in1k,288,95.27,4.73,98.97,1.03,28.59,1.0,bicubic -pvt_v2_b2_li.in1k,224,95.27,4.73,99.28,0.72,22.55,0.9,bicubic -cs3darknet_x.c2ns_in1k,288,95.27,4.73,99.29,0.71,35.05,1.0,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,95.27,4.73,99.39,0.61,25.58,1.0,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,95.27,4.73,99.23,0.77,38.61,0.95,bicubic -tnt_b_patch16_224.in1k,224,95.27,4.73,99.12,0.88,65.43,0.9,bicubic -regnetx_160.tv2_in1k,224,95.26,4.74,99.26,0.74,54.28,0.965,bicubic -flexivit_small.1200ep_in1k,240,95.26,4.74,99.17,0.83,22.06,0.95,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,95.26,4.74,99.19,0.81,86.43,0.9,bicubic -cait_xxs36_384.fb_dist_in1k,384,95.25,4.75,99.31,0.69,17.37,1.0,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,95.25,4.75,99.32,0.68,306.63,1.0,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,95.25,4.75,99.09,0.91,27.91,0.9,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,95.25,4.75,99.4,0.6,25.56,0.875,bilinear -wide_resnet101_2.tv2_in1k,224,95.25,4.75,99.2,0.8,126.89,0.965,bilinear -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,95.24,4.76,99.25,0.75,88.22,0.9,bicubic -resnetv2_50d_gn.ah_in1k,288,95.24,4.76,99.03,0.97,25.57,1.0,bicubic -tiny_vit_11m_224.in1k,224,95.23,4.77,99.21,0.79,11.0,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,95.23,4.77,99.41,0.59,11.07,1.0,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,95.23,4.77,99.38,0.62,14.25,1.0,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,95.23,4.77,99.24,0.76,86.57,0.9,bicubic -resnext101_64x4d.c1_in1k,224,95.23,4.77,99.13,0.87,83.46,0.95,bicubic -resnetrs101.tf_in1k,288,95.23,4.77,99.21,0.79,63.62,0.94,bicubic -nextvit_small.bd_in1k,224,95.23,4.77,99.22,0.78,31.76,0.95,bicubic -levit_conv_384.fb_dist_in1k,224,95.22,4.78,99.17,0.83,39.13,0.9,bicubic -efficientformer_l3.snap_dist_in1k,224,95.22,4.78,99.32,0.68,31.41,0.95,bicubic -convnext_nano.in12k_ft_in1k,224,95.22,4.78,99.26,0.74,15.59,0.95,bicubic -focalnet_tiny_lrf.ms_in1k,224,95.22,4.78,99.22,0.78,28.65,0.9,bicubic -levit_384.fb_dist_in1k,224,95.22,4.78,99.17,0.83,39.13,0.9,bicubic -resnet51q.ra2_in1k,288,95.21,4.79,99.26,0.74,35.7,1.0,bilinear -coat_small.in1k,224,95.21,4.79,99.29,0.71,21.69,0.9,bicubic -convnext_tiny.fb_in1k,288,95.21,4.79,99.32,0.68,28.59,1.0,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,95.21,4.79,99.24,0.76,11.22,0.965,bicubic -ecaresnet101d.miil_in1k,224,95.2,4.8,99.25,0.75,44.57,0.875,bicubic -poolformerv2_m48.sail_in1k,224,95.2,4.8,99.15,0.85,73.35,1.0,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,95.19,4.81,99.23,0.77,38.75,0.9,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,95.18,4.82,99.28,0.72,86.43,0.9,bicubic -crossvit_18_dagger_240.in1k,240,95.18,4.82,99.12,0.88,44.27,0.875,bicubic -nasnetalarge.tf_in1k,331,95.18,4.82,99.13,0.87,88.75,0.911,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,95.16,4.84,99.34,0.66,32.59,1.0,bicubic -regnetz_c16.ra3_in1k,256,95.16,4.84,99.19,0.81,13.46,0.94,bicubic -convnextv2_nano.fcmae_ft_in1k,288,95.16,4.84,99.25,0.75,15.62,1.0,bicubic -efficientnet_b3.ra2_in1k,320,95.16,4.84,99.21,0.79,12.23,1.0,bicubic -regnety_160.tv2_in1k,224,95.16,4.84,99.25,0.75,83.59,0.965,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,95.16,4.84,99.33,0.67,44.18,0.875,bilinear -hrnet_w18_ssld.paddle_in1k,224,95.15,4.85,99.21,0.79,21.3,0.95,bilinear -flexivit_small.300ep_in1k,240,95.15,4.85,99.14,0.86,22.06,0.95,bicubic -repvit_m1_5.dist_300e_in1k,224,95.14,4.86,99.24,0.76,14.64,0.95,bicubic -resnet61q.ra2_in1k,288,95.14,4.86,99.07,0.93,36.85,1.0,bicubic -tf_efficientnetv2_b3.in1k,300,95.14,4.86,99.21,0.79,14.36,0.904,bicubic -resnet152.a1_in1k,288,95.14,4.86,99.01,0.99,60.19,1.0,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,95.14,4.86,99.22,0.78,36.43,0.9,bicubic -cs3edgenet_x.c2_in1k,256,95.14,4.86,99.24,0.76,47.82,0.887,bicubic -xcit_medium_24_p16_224.fb_in1k,224,95.14,4.86,98.93,1.07,84.4,1.0,bicubic -wide_resnet50_2.racm_in1k,288,95.13,4.87,99.26,0.74,68.88,0.95,bicubic -fbnetv3_g.ra2_in1k,288,95.13,4.87,99.2,0.8,16.62,0.95,bilinear -convit_base.fb_in1k,224,95.12,4.88,99.12,0.88,86.54,0.875,bicubic -inception_next_tiny.sail_in1k,224,95.12,4.88,99.14,0.86,28.06,0.875,bicubic -efficientformerv2_s2.snap_dist_in1k,224,95.12,4.88,99.12,0.88,12.71,0.95,bicubic -mambaout_tiny.in1k,224,95.11,4.89,99.11,0.89,26.55,1.0,bicubic -ecaresnet50t.ra2_in1k,320,95.11,4.89,99.29,0.71,25.57,0.95,bicubic -coat_lite_small.in1k,224,95.11,4.89,99.02,0.98,19.84,0.9,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,95.1,4.9,99.09,0.91,18.45,0.888,bicubic -davit_tiny.msft_in1k,224,95.1,4.9,99.14,0.86,28.36,0.95,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,95.09,4.91,99.21,0.79,38.73,0.9,bicubic -efficientnetv2_rw_t.ra2_in1k,288,95.09,4.91,99.21,0.79,13.65,1.0,bicubic -hgnet_small.paddle_in1k,288,95.09,4.91,99.32,0.68,24.36,1.0,bicubic -cs3sedarknet_l.c2ns_in1k,288,95.09,4.91,99.22,0.78,21.91,0.95,bicubic -poolformer_m48.sail_in1k,224,95.09,4.91,99.11,0.89,73.47,0.95,bicubic -xcit_small_24_p16_224.fb_in1k,224,95.08,4.92,99.07,0.93,47.67,1.0,bicubic -tresnet_xl.miil_in1k,224,95.08,4.92,99.25,0.75,78.44,0.875,bilinear -resnet152.tv2_in1k,224,95.08,4.92,99.18,0.82,60.19,0.965,bilinear -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,95.08,4.92,99.27,0.73,11.07,0.95,bicubic -xception41p.ra3_in1k,299,95.08,4.92,99.19,0.81,26.91,0.94,bicubic -crossvit_18_240.in1k,240,95.06,4.94,99.12,0.88,43.27,0.875,bicubic -swinv2_tiny_window8_256.ms_in1k,256,95.06,4.94,99.18,0.82,28.35,0.9,bicubic -ecaresnet101d_pruned.miil_in1k,288,95.06,4.94,99.24,0.76,24.88,0.95,bicubic -cs3sedarknet_x.c2ns_in1k,256,95.06,4.94,99.2,0.8,35.4,0.887,bicubic -poolformer_m36.sail_in1k,224,95.06,4.94,99.1,0.9,56.17,0.95,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,95.06,4.94,99.16,0.84,15.15,0.9,bicubic -crossvit_base_240.in1k,240,95.05,4.95,98.98,1.02,105.03,0.875,bicubic -gcvit_xtiny.in1k,224,95.05,4.95,99.19,0.81,19.98,0.875,bicubic -cs3sedarknet_l.c2ns_in1k,256,95.05,4.95,99.14,0.86,21.91,0.887,bicubic -deit_base_patch16_224.fb_in1k,224,95.04,4.96,98.96,1.04,86.57,0.9,bicubic -resnet61q.ra2_in1k,256,95.04,4.96,98.94,1.06,36.85,0.9,bicubic -poolformerv2_m36.sail_in1k,224,95.04,4.96,99.15,0.85,56.08,1.0,bicubic -cs3darknet_x.c2ns_in1k,256,95.03,4.97,99.19,0.81,35.05,0.95,bicubic -coatnet_nano_rw_224.sw_in1k,224,95.03,4.97,99.15,0.85,15.14,0.9,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,95.03,4.97,99.18,0.82,11.22,0.965,bicubic -resnet51q.ra2_in1k,256,95.03,4.97,99.19,0.81,35.7,0.875,bilinear -focalnet_tiny_srf.ms_in1k,224,95.02,4.98,99.28,0.72,28.43,0.9,bicubic -halo2botnet50ts_256.a1h_in1k,256,95.02,4.98,99.05,0.95,22.64,0.95,bicubic -seresnext50_32x4d.racm_in1k,288,95.01,4.99,99.2,0.8,27.56,0.95,bicubic -tf_efficientnet_b3.ap_in1k,300,95.0,5.0,99.08,0.92,12.23,0.904,bicubic -resnet152.a2_in1k,288,95.0,5.0,99.06,0.94,60.19,1.0,bicubic -pvt_v2_b2.in1k,224,94.99,5.01,99.14,0.86,25.36,0.9,bicubic -resnet101.a1h_in1k,224,94.99,5.01,99.09,0.91,44.55,0.95,bicubic -resnext50_32x4d.a1h_in1k,288,94.99,5.01,99.19,0.81,25.03,1.0,bicubic -regnety_040.ra3_in1k,224,94.99,5.01,99.22,0.78,20.65,0.95,bicubic -cait_xxs24_384.fb_dist_in1k,384,94.98,5.02,99.15,0.85,12.03,1.0,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,94.98,5.02,99.23,0.77,27.44,0.95,bicubic -visformer_small.in1k,224,94.97,5.03,99.21,0.79,40.22,0.9,bicubic -convnext_tiny.fb_in1k,224,94.97,5.03,99.21,0.79,28.59,0.875,bicubic -convmixer_1536_20.in1k,224,94.96,5.04,99.17,0.83,51.63,0.96,bicubic -eca_nfnet_l0.ra2_in1k,224,94.96,5.04,99.15,0.85,24.14,0.9,bicubic -crossvit_15_dagger_240.in1k,240,94.96,5.04,99.14,0.86,28.21,0.875,bicubic -swin_s3_tiny_224.ms_in1k,224,94.96,5.04,99.16,0.84,28.33,0.9,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,94.95,5.05,99.26,0.74,25.58,0.95,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,94.95,5.05,99.2,0.8,38.74,0.9,bicubic -xcit_large_24_p16_224.fb_in1k,224,94.95,5.05,98.83,1.17,189.1,1.0,bicubic -resnetv2_101.a1h_in1k,224,94.94,5.06,99.15,0.85,44.54,0.95,bicubic -nest_tiny_jx.goog_in1k,224,94.94,5.06,99.1,0.9,17.06,0.875,bicubic -gernet_l.idstcv_in1k,256,94.93,5.07,99.2,0.8,31.08,0.875,bilinear -efficientnet_b3.ra2_in1k,288,94.93,5.07,99.17,0.83,12.23,0.875,bicubic -coatnet_0_rw_224.sw_in1k,224,94.93,5.07,99.02,0.98,27.44,0.95,bicubic -regnety_032.ra_in1k,224,94.92,5.08,99.18,0.82,19.44,0.95,bicubic -tf_efficientnet_b3.aa_in1k,300,94.92,5.08,99.09,0.91,12.23,0.904,bicubic -convit_small.fb_in1k,224,94.91,5.09,99.13,0.87,27.78,0.875,bicubic -resnext101_32x8d.tv2_in1k,176,94.91,5.09,99.22,0.78,88.79,0.875,bilinear -vit_small_patch16_224.augreg_in21k_ft_in1k,224,94.91,5.09,99.27,0.73,22.05,0.9,bicubic -convnextv2_nano.fcmae_ft_in1k,224,94.91,5.09,99.0,1.0,15.62,0.875,bicubic -tf_efficientnet_lite4.in1k,380,94.9,5.1,99.12,0.88,13.01,0.92,bilinear -resnetv2_50d_evos.ah_in1k,288,94.9,5.1,99.19,0.81,25.59,1.0,bicubic -nfnet_l0.ra2_in1k,224,94.9,5.1,99.26,0.74,35.07,0.9,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,94.89,5.11,99.08,0.92,59.88,0.875,bilinear -resnet101.a2_in1k,288,94.89,5.11,99.09,0.91,44.55,1.0,bicubic -regnety_032.tv2_in1k,224,94.89,5.11,99.25,0.75,19.44,0.965,bicubic -resnet101.tv2_in1k,224,94.89,5.11,99.03,0.97,44.55,0.965,bilinear -convnext_nano.d1h_in1k,288,94.89,5.11,99.13,0.87,15.59,1.0,bicubic -efficientvit_b2.r224_in1k,224,94.89,5.11,99.0,1.0,24.33,0.95,bicubic -ecaresnet50t.a1_in1k,288,94.89,5.11,99.08,0.92,25.57,1.0,bicubic -resnet101.a1_in1k,288,94.89,5.11,99.0,1.0,44.55,1.0,bicubic -seresnext50_32x4d.racm_in1k,224,94.88,5.12,99.13,0.87,27.56,0.875,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,94.87,5.13,99.19,0.81,12.11,1.0,bicubic -coatnext_nano_rw_224.sw_in1k,224,94.87,5.13,99.21,0.79,14.7,0.9,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,94.87,5.13,99.02,0.98,14.36,0.9,bicubic -xcit_small_12_p16_224.fb_in1k,224,94.87,5.13,99.04,0.96,26.25,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,94.86,5.14,99.21,0.79,11.07,1.0,bicubic -resnetaa50.a1h_in1k,288,94.86,5.14,99.12,0.88,25.56,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,224,94.86,5.14,99.05,0.95,25.58,0.95,bicubic -tresnet_l.miil_in1k,224,94.86,5.14,99.03,0.97,55.99,0.875,bilinear -hgnet_small.paddle_in1k,224,94.86,5.14,99.2,0.8,24.36,0.965,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,94.86,5.14,99.25,0.75,7.79,0.882,bicubic -edgenext_small.usi_in1k,320,94.85,5.15,99.41,0.59,5.59,1.0,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,94.84,5.16,99.28,0.72,28.29,0.9,bicubic -resnet50d.ra2_in1k,288,94.84,5.16,99.23,0.77,25.58,0.95,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,94.83,5.17,99.09,0.91,86.54,0.9,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,94.82,5.18,99.09,0.91,11.07,0.95,bicubic -cs3darknet_focus_l.c2ns_in1k,288,94.82,5.18,99.18,0.82,21.15,0.95,bicubic -pit_b_224.in1k,224,94.82,5.18,98.82,1.18,73.76,0.9,bicubic -wide_resnet50_2.tv2_in1k,224,94.8,5.2,99.26,0.74,68.88,0.965,bilinear -mambaout_kobe.in1k,288,94.79,5.21,99.15,0.85,9.14,1.0,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,94.79,5.21,99.2,0.8,14.62,1.0,bilinear -swinv2_cr_tiny_ns_224.sw_in1k,224,94.78,5.22,99.13,0.87,28.33,0.9,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,94.78,5.22,99.1,0.9,14.25,0.888,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,94.78,5.22,99.05,0.95,88.22,0.9,bicubic -gcresnet50t.ra2_in1k,288,94.78,5.22,99.13,0.87,25.9,1.0,bicubic -twins_svt_small.in1k,224,94.77,5.23,99.09,0.91,24.06,0.9,bicubic -seresnet50.ra2_in1k,288,94.77,5.23,99.13,0.87,28.09,0.95,bicubic -convnext_tiny_hnf.a2h_in1k,224,94.76,5.24,99.17,0.83,28.59,0.95,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,94.76,5.24,99.18,0.82,25.55,1.0,bilinear -coat_mini.in1k,224,94.75,5.25,98.95,1.05,10.34,0.9,bicubic -resnet152.a2_in1k,224,94.75,5.25,98.81,1.19,60.19,0.95,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,94.75,5.25,98.99,1.01,22.57,0.95,bicubic -resnet152s.gluon_in1k,224,94.75,5.25,99.05,0.95,60.32,0.875,bicubic -legacy_senet154.in1k,224,94.74,5.26,99.11,0.89,115.09,0.875,bilinear -mobilevitv2_150.cvnets_in22k_ft_in1k,256,94.74,5.26,98.92,1.08,10.59,0.888,bicubic -regnetx_080.tv2_in1k,224,94.74,5.26,99.05,0.95,39.57,0.965,bicubic -ecaresnet50t.ra2_in1k,256,94.73,5.27,99.08,0.92,25.57,0.875,bicubic -repvit_m3.dist_in1k,224,94.73,5.27,99.07,0.93,10.68,0.95,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,94.72,5.28,99.17,0.83,6.71,1.0,bicubic -deit3_small_patch16_224.fb_in1k,224,94.71,5.29,98.73,1.27,22.06,0.9,bicubic -resnest50d_4s2x40d.in1k,224,94.71,5.29,99.14,0.86,30.42,0.875,bicubic -poolformerv2_s36.sail_in1k,224,94.71,5.29,99.24,0.76,30.79,1.0,bicubic -resnetv2_50.a1h_in1k,288,94.71,5.29,99.11,0.89,25.55,1.0,bicubic -senet154.gluon_in1k,224,94.71,5.29,98.97,1.03,115.09,0.875,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,94.71,5.29,99.24,0.76,25.03,0.875,bilinear -cs3darknet_l.c2ns_in1k,288,94.7,5.3,99.22,0.78,21.16,0.95,bicubic -fastvit_sa12.apple_dist_in1k,256,94.7,5.3,99.07,0.93,11.58,0.9,bicubic -regnetz_b16.ra3_in1k,288,94.7,5.3,99.12,0.88,9.72,1.0,bicubic -pit_s_distilled_224.in1k,224,94.7,5.3,99.13,0.87,24.04,0.9,bicubic -halonet50ts.a1h_in1k,256,94.7,5.3,98.84,1.16,22.73,0.94,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,94.69,5.31,99.1,0.9,28.29,0.9,bicubic -crossvit_15_240.in1k,240,94.69,5.31,99.08,0.92,27.53,0.875,bicubic -resnet152.a1_in1k,224,94.69,5.31,98.79,1.21,60.19,0.95,bicubic -ecaresnet50d.miil_in1k,288,94.68,5.32,99.23,0.77,25.58,0.95,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,94.68,5.32,99.1,0.9,21.98,0.9,bicubic -rexnet_200.nav_in1k,224,94.68,5.32,99.09,0.91,16.37,0.875,bicubic -dm_nfnet_f0.dm_in1k,192,94.67,5.33,99.06,0.94,71.49,0.9,bicubic -efficientnet_el.ra_in1k,300,94.67,5.33,99.13,0.87,10.59,0.904,bicubic -seresnext101_64x4d.gluon_in1k,224,94.66,5.34,98.98,1.02,88.23,0.875,bicubic -tresnet_m.miil_in1k_448,448,94.66,5.34,99.17,0.83,31.39,0.875,bilinear -efficientnetv2_rw_t.ra2_in1k,224,94.66,5.34,99.11,0.89,13.65,1.0,bicubic -wide_resnet50_2.racm_in1k,224,94.66,5.34,99.06,0.94,68.88,0.875,bicubic -vit_small_patch16_384.augreg_in1k,384,94.65,5.35,99.14,0.86,22.2,1.0,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,94.63,5.37,99.14,0.86,5.39,0.95,bicubic -poolformer_s36.sail_in1k,224,94.63,5.37,99.03,0.97,30.86,0.9,bicubic -efficientnet_b3_pruned.in1k,300,94.63,5.37,99.04,0.96,9.86,0.904,bicubic -resnest50d.in1k,224,94.63,5.37,99.03,0.97,27.48,0.875,bilinear -resnet50_gn.a1h_in1k,288,94.62,5.38,99.15,0.85,25.56,0.95,bicubic -twins_pcpvt_small.in1k,224,94.61,5.39,99.14,0.86,24.11,0.9,bicubic -gcresnet50t.ra2_in1k,256,94.61,5.39,98.99,1.01,25.9,0.9,bicubic -repvgg_b3.rvgg_in1k,224,94.61,5.39,98.92,1.08,123.09,0.875,bilinear -fbnetv3_g.ra2_in1k,240,94.6,5.4,99.1,0.9,16.62,0.95,bilinear -pit_s_224.in1k,224,94.6,5.4,98.93,1.07,23.46,0.9,bicubic -convnext_nano_ols.d1h_in1k,288,94.59,5.41,99.04,0.96,15.65,1.0,bicubic -crossvit_small_240.in1k,240,94.59,5.41,99.11,0.89,26.86,0.875,bicubic -resnet50.tv2_in1k,224,94.59,5.41,99.09,0.91,25.56,0.965,bilinear -fasternet_s.in1k,224,94.59,5.41,99.02,0.98,31.18,1.0,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,94.58,5.42,99.14,0.86,22.92,1.0,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,94.58,5.42,99.14,0.86,21.97,0.9,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,94.58,5.42,99.09,0.91,22.44,0.9,bicubic -ecaresnet50t.a2_in1k,288,94.58,5.42,99.05,0.95,25.57,1.0,bicubic -resmlp_36_224.fb_distilled_in1k,224,94.57,5.43,99.17,0.83,44.69,0.875,bicubic -tnt_s_legacy_patch16_224.in1k,224,94.57,5.43,99.18,0.82,23.76,0.9,bicubic -lambda_resnet50ts.a1h_in1k,256,94.57,5.43,98.66,1.34,21.54,0.95,bicubic -mobilevitv2_200.cvnets_in1k,256,94.56,5.44,98.98,1.02,18.45,0.888,bicubic -regnetx_032.tv2_in1k,224,94.56,5.44,98.89,1.11,15.3,0.965,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,94.56,5.44,99.17,0.83,6.72,1.0,bicubic -convnextv2_pico.fcmae_ft_in1k,288,94.56,5.44,99.15,0.85,9.07,0.95,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,94.56,5.44,99.06,0.94,13.68,1.0,bicubic -resnext50_32x4d.a1h_in1k,224,94.56,5.44,98.82,1.18,25.03,0.95,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,94.56,5.44,99.01,0.99,8.46,0.95,bicubic -ecaresnetlight.miil_in1k,288,94.55,5.45,99.19,0.81,30.16,0.95,bicubic -res2net101d.in1k,224,94.55,5.45,98.99,1.01,45.23,0.875,bilinear -repvit_m1_1.dist_450e_in1k,224,94.55,5.45,99.08,0.92,8.8,0.95,bicubic -resnet101.a2_in1k,224,94.55,5.45,98.9,1.1,44.55,0.95,bicubic -gernet_m.idstcv_in1k,224,94.55,5.45,98.89,1.11,21.14,0.875,bilinear -efficientnet_b1.ra4_e3600_r240_in1k,288,94.54,5.46,99.22,0.78,7.79,1.0,bicubic -resnet50.c1_in1k,288,94.53,5.47,99.07,0.93,25.56,1.0,bicubic -haloregnetz_b.ra3_in1k,224,94.52,5.48,98.96,1.04,11.68,0.94,bicubic -sehalonet33ts.ra2_in1k,256,94.52,5.48,98.78,1.22,13.69,0.94,bicubic -resnet50.b1k_in1k,288,94.51,5.49,99.0,1.0,25.56,1.0,bicubic -repvgg_b3g4.rvgg_in1k,224,94.51,5.49,99.02,0.98,83.83,0.875,bilinear -regnety_320.pycls_in1k,224,94.5,5.5,99.17,0.83,145.05,0.875,bicubic -seresnext101_32x4d.gluon_in1k,224,94.5,5.5,99.09,0.91,48.96,0.875,bicubic -ese_vovnet39b.ra_in1k,288,94.5,5.5,99.09,0.91,24.57,0.95,bicubic -gcresnext50ts.ch_in1k,288,94.5,5.5,99.0,1.0,15.67,1.0,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,94.5,5.5,99.04,0.96,21.82,1.0,bicubic -resnet50.d_in1k,288,94.49,5.51,98.99,1.01,25.56,1.0,bicubic -resnext50_32x4d.tv2_in1k,224,94.49,5.51,99.02,0.98,25.03,0.965,bilinear -resnet50d.a2_in1k,288,94.48,5.52,98.91,1.09,25.58,1.0,bicubic -resnet101.a1_in1k,224,94.48,5.52,98.76,1.24,44.55,0.95,bicubic -vit_base_patch16_384.augreg_in1k,384,94.47,5.53,99.02,0.98,86.86,1.0,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,94.46,5.54,99.13,0.87,13.42,0.95,bicubic -resnetaa50.a1h_in1k,224,94.46,5.54,98.9,1.1,25.56,0.95,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,94.46,5.54,99.1,0.9,5.76,1.0,bicubic -repvit_m2.dist_in1k,224,94.46,5.54,99.07,0.93,8.8,0.95,bicubic -resnet152.a3_in1k,224,94.46,5.54,98.88,1.12,60.19,0.95,bicubic -fastvit_sa12.apple_in1k,256,94.46,5.54,99.08,0.92,11.58,0.9,bicubic -ecaresnet101d_pruned.miil_in1k,224,94.45,5.55,99.1,0.9,24.88,0.875,bicubic -resnet152d.gluon_in1k,224,94.45,5.55,98.98,1.02,60.21,0.875,bicubic -poolformerv2_s24.sail_in1k,224,94.45,5.55,99.01,0.99,21.34,1.0,bicubic -seresnet50.a2_in1k,288,94.45,5.55,98.91,1.09,28.09,1.0,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,94.45,5.55,98.68,1.32,21.99,0.9,bicubic -regnety_016.tv2_in1k,224,94.44,5.56,99.04,0.96,11.2,0.965,bicubic -resnext50d_32x4d.bt_in1k,288,94.44,5.56,99.04,0.96,25.05,0.95,bicubic -swiftformer_l1.dist_in1k,224,94.44,5.56,99.06,0.94,12.06,0.95,bicubic -poolformer_s24.sail_in1k,224,94.43,5.57,99.06,0.94,21.39,0.9,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,94.43,5.57,99.18,0.82,88.22,0.9,bicubic -vit_small_patch16_rope_224.naver_in1k,224,94.43,5.57,98.37,1.63,21.98,0.9,bicubic -resnetv2_50d_gn.ah_in1k,224,94.42,5.58,98.88,1.12,25.57,0.95,bicubic -levit_256.fb_dist_in1k,224,94.42,5.58,99.06,0.94,18.89,0.9,bicubic -gcresnext50ts.ch_in1k,256,94.42,5.58,98.98,1.02,15.67,0.9,bicubic -levit_conv_256.fb_dist_in1k,224,94.41,5.59,99.06,0.94,18.89,0.9,bicubic -convmixer_768_32.in1k,224,94.41,5.59,99.11,0.89,21.11,0.96,bicubic -resnetrs101.tf_in1k,192,94.4,5.6,98.92,1.08,63.62,0.94,bicubic -edgenext_small.usi_in1k,256,94.4,5.6,99.18,0.82,5.59,0.95,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,94.4,5.6,99.12,0.88,32.59,0.95,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,94.39,5.61,99.04,0.96,15.25,0.95,bicubic -nf_resnet50.ra2_in1k,288,94.38,5.62,99.06,0.94,25.56,0.94,bicubic -resnest50d_1s4x24d.in1k,224,94.38,5.62,99.03,0.97,25.68,0.875,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,94.38,5.62,99.06,0.94,88.22,0.9,bicubic -efficientnet_b2.ra_in1k,288,94.37,5.63,99.05,0.95,9.11,1.0,bicubic -darknet53.c2ns_in1k,288,94.37,5.63,99.06,0.94,41.61,1.0,bicubic -resnext50_32x4d.a1_in1k,288,94.37,5.63,98.77,1.23,25.03,1.0,bicubic -inception_v4.tf_in1k,299,94.37,5.63,98.83,1.17,42.68,0.875,bicubic -tnt_s_patch16_224.in1k,224,94.37,5.63,99.17,0.83,23.77,0.9,bicubic -tf_efficientnet_el.in1k,300,94.36,5.64,99.09,0.91,10.59,0.904,bicubic -edgenext_small_rw.sw_in1k,320,94.36,5.64,99.04,0.96,7.83,1.0,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,94.36,5.64,99.16,0.84,9.72,1.0,bicubic -resnet50d.a1_in1k,288,94.36,5.64,98.79,1.21,25.58,1.0,bicubic -resnext101_64x4d.gluon_in1k,224,94.35,5.65,98.91,1.09,83.46,0.875,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,94.35,5.65,99.05,0.95,6.71,1.0,bicubic -resmlp_24_224.fb_distilled_in1k,224,94.35,5.65,99.09,0.91,30.02,0.875,bicubic -gcresnet33ts.ra2_in1k,288,94.34,5.66,98.97,1.03,19.88,1.0,bicubic -sebotnet33ts_256.a1h_in1k,256,94.34,5.66,98.54,1.46,13.7,0.94,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,94.33,5.67,98.51,1.49,22.06,0.9,bicubic -inception_resnet_v2.tf_in1k,299,94.33,5.67,98.82,1.18,55.84,0.8975,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,94.33,5.67,99.14,0.86,25.56,0.875,bilinear -resnet50.b2k_in1k,288,94.32,5.68,98.92,1.08,25.56,1.0,bicubic -resnetv2_50.a1h_in1k,224,94.31,5.69,98.93,1.07,25.55,0.95,bicubic -convnext_nano.d1h_in1k,224,94.31,5.69,98.96,1.04,15.59,0.95,bicubic -resnet50.a1_in1k,288,94.31,5.69,98.92,1.08,25.56,1.0,bicubic -hgnet_tiny.paddle_in1k,288,94.31,5.69,99.18,0.82,14.74,1.0,bicubic -resnext50_32x4d.ra_in1k,288,94.31,5.69,99.04,0.96,25.03,0.95,bicubic -ecaresnet50d_pruned.miil_in1k,288,94.31,5.69,99.2,0.8,19.94,0.95,bicubic -regnetx_120.pycls_in1k,224,94.3,5.7,99.19,0.81,46.11,0.875,bicubic -resnetv2_50d_evos.ah_in1k,224,94.3,5.7,98.97,1.03,25.59,0.95,bicubic -mobilevitv2_175.cvnets_in1k,256,94.3,5.7,98.9,1.1,14.25,0.888,bicubic -cs3darknet_l.c2ns_in1k,256,94.3,5.7,99.11,0.89,21.16,0.887,bicubic -tf_efficientnet_b2.ap_in1k,260,94.29,5.71,98.95,1.05,9.11,0.89,bicubic -rexnet_150.nav_in1k,224,94.29,5.71,99.09,0.91,9.73,0.875,bicubic -tf_efficientnet_b3.in1k,300,94.28,5.72,99.12,0.88,12.23,0.904,bicubic -repvit_m1_0.dist_450e_in1k,224,94.28,5.72,99.03,0.97,7.3,0.95,bicubic -fastvit_s12.apple_dist_in1k,256,94.28,5.72,98.99,1.01,9.47,0.9,bicubic -resmlp_big_24_224.fb_in1k,224,94.27,5.73,98.82,1.18,129.14,0.875,bicubic -resnet50.c2_in1k,288,94.27,5.73,99.04,0.96,25.56,1.0,bicubic -res2net50d.in1k,224,94.27,5.73,98.88,1.12,25.72,0.875,bilinear -eca_resnet33ts.ra2_in1k,288,94.27,5.73,99.04,0.96,19.68,1.0,bicubic -ecaresnet50t.a2_in1k,224,94.26,5.74,98.95,1.05,25.57,0.95,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,94.26,5.74,99.0,1.0,7.52,0.95,bicubic -seresnet33ts.ra2_in1k,288,94.26,5.74,99.01,0.99,19.78,1.0,bicubic -darknetaa53.c2ns_in1k,288,94.25,5.75,98.94,1.06,36.02,1.0,bilinear -legacy_seresnext101_32x4d.in1k,224,94.25,5.75,98.97,1.03,48.96,0.875,bilinear -mixnet_xl.ra_in1k,224,94.25,5.75,98.84,1.16,11.9,0.875,bicubic -seresnet33ts.ra2_in1k,256,94.25,5.75,98.77,1.23,19.78,0.9,bicubic -cs3darknet_focus_l.c2ns_in1k,256,94.24,5.76,99.07,0.93,21.15,0.887,bicubic -cspresnext50.ra_in1k,256,94.24,5.76,99.06,0.94,20.57,0.887,bilinear -xcit_tiny_24_p16_224.fb_dist_in1k,224,94.24,5.76,98.95,1.05,12.12,1.0,bicubic -ecaresnet50d.miil_in1k,224,94.23,5.77,98.99,1.01,25.58,0.875,bicubic -tf_efficientnetv2_b3.in1k,240,94.23,5.77,98.86,1.14,14.36,0.904,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,94.22,5.78,99.09,0.91,7.79,0.9,bicubic -mambaout_femto.in1k,288,94.21,5.79,99.05,0.95,7.3,1.0,bicubic -seresnet50.a1_in1k,288,94.21,5.79,98.84,1.16,28.09,1.0,bicubic -tf_efficientnet_b2.aa_in1k,260,94.21,5.79,99.02,0.98,9.11,0.89,bicubic -regnetx_320.pycls_in1k,224,94.21,5.79,99.05,0.95,107.81,0.875,bicubic -resnet50.a1h_in1k,224,94.21,5.79,98.91,1.09,25.56,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,94.2,5.8,98.84,1.16,11.07,0.95,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,94.2,5.8,99.03,0.97,14.62,0.95,bilinear -resnext50_32x4d.a2_in1k,288,94.2,5.8,98.74,1.26,25.03,1.0,bicubic -resnet101s.gluon_in1k,224,94.2,5.8,99.02,0.98,44.67,0.875,bicubic -ecaresnet50t.a1_in1k,224,94.2,5.8,98.84,1.16,25.57,0.95,bicubic -repvit_m1_1.dist_300e_in1k,224,94.19,5.81,99.11,0.89,8.8,0.95,bicubic -resnet101d.gluon_in1k,224,94.18,5.82,98.97,1.03,44.57,0.875,bicubic -resnet50_gn.a1h_in1k,224,94.18,5.82,98.93,1.07,25.56,0.94,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,94.18,5.82,98.52,1.48,22.06,0.9,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,94.18,5.82,99.03,0.97,6.34,1.0,bicubic -efficientvit_b1.r288_in1k,288,94.18,5.82,98.94,1.06,9.1,1.0,bicubic -seresnext50_32x4d.gluon_in1k,224,94.17,5.83,98.92,1.08,27.56,0.875,bicubic -resnet50.ra_in1k,288,94.17,5.83,98.86,1.14,25.56,0.95,bicubic -tf_efficientnet_lite3.in1k,300,94.16,5.84,98.96,1.04,8.2,0.904,bilinear -resnetblur50.bt_in1k,288,94.16,5.84,99.02,0.98,25.56,0.95,bicubic -ecaresnetlight.miil_in1k,224,94.15,5.85,98.95,1.05,30.16,0.875,bicubic -wide_resnet101_2.tv2_in1k,176,94.15,5.85,98.85,1.15,126.89,0.875,bilinear -convnext_nano_ols.d1h_in1k,224,94.15,5.85,98.83,1.17,15.65,0.95,bicubic -dpn92.mx_in1k,224,94.15,5.85,98.94,1.06,37.67,0.875,bicubic -cspdarknet53.ra_in1k,256,94.14,5.86,98.99,1.01,27.64,0.887,bilinear -nf_resnet50.ra2_in1k,256,94.14,5.86,98.95,1.05,25.56,0.94,bicubic -regnetz_b16.ra3_in1k,224,94.14,5.86,99.0,1.0,9.72,0.94,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,94.14,5.86,98.86,1.14,8.46,0.9,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,94.13,5.87,98.79,1.21,55.84,0.8975,bicubic -regnety_160.pycls_in1k,224,94.13,5.87,99.0,1.0,83.59,0.875,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,94.13,5.87,99.15,0.85,9.72,1.0,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,94.13,5.87,99.02,0.98,6.34,1.0,bicubic -resnet50.a2_in1k,288,94.13,5.87,98.85,1.15,25.56,1.0,bicubic -seresnet50.ra2_in1k,224,94.12,5.88,98.96,1.04,28.09,0.875,bicubic -resnext101_32x4d.gluon_in1k,224,94.12,5.88,98.91,1.09,44.18,0.875,bicubic -regnety_064.pycls_in1k,224,94.12,5.88,99.03,0.97,30.58,0.875,bicubic -mambaout_kobe.in1k,224,94.12,5.88,98.92,1.08,9.14,1.0,bicubic -efficientnet_b2.ra_in1k,256,94.1,5.9,99.01,0.99,9.11,0.875,bicubic -tresnet_m.miil_in1k,224,94.1,5.9,98.83,1.17,31.39,0.875,bilinear -convnextv2_pico.fcmae_ft_in1k,224,94.1,5.9,99.02,0.98,9.07,0.875,bicubic -fastvit_t12.apple_dist_in1k,256,94.1,5.9,99.03,0.97,7.55,0.9,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,94.09,5.91,98.98,1.02,9.72,1.0,bicubic -gcvit_xxtiny.in1k,224,94.09,5.91,99.09,0.91,12.0,0.875,bicubic -mobilevitv2_150.cvnets_in1k,256,94.08,5.92,98.91,1.09,10.59,0.888,bicubic -regnety_120.pycls_in1k,224,94.07,5.93,99.02,0.98,51.82,0.875,bicubic -efficientnet_el_pruned.in1k,300,94.07,5.93,99.01,0.99,10.59,0.904,bicubic -tf_efficientnetv2_b2.in1k,260,94.06,5.94,98.94,1.06,10.1,0.89,bicubic -resnet50d.ra2_in1k,224,94.06,5.94,98.94,1.06,25.58,0.875,bicubic -darknet53.c2ns_in1k,256,94.06,5.94,98.98,1.02,41.61,0.887,bicubic -resnet152.tv2_in1k,176,94.05,5.95,98.71,1.29,60.19,0.875,bilinear -resnetrs50.tf_in1k,224,94.05,5.95,98.84,1.16,35.69,0.91,bicubic -hrnet_w48.ms_in1k,224,94.04,5.96,99.02,0.98,77.47,0.875,bilinear -resnet152.gluon_in1k,224,94.04,5.96,98.73,1.27,60.19,0.875,bicubic -convnext_pico.d1_in1k,288,94.04,5.96,99.01,0.99,9.05,0.95,bicubic -convnext_pico_ols.d1_in1k,288,94.03,5.97,98.93,1.07,9.06,1.0,bicubic -dla102x2.in1k,224,94.03,5.97,99.01,0.99,41.28,0.875,bilinear -regnetx_016.tv2_in1k,224,94.03,5.97,98.92,1.08,9.19,0.965,bicubic -wide_resnet50_2.tv2_in1k,176,94.02,5.98,99.11,0.89,68.88,0.875,bilinear -resnetv2_34d.ra4_e3600_r384_in1k,384,94.01,5.99,98.93,1.07,21.82,1.0,bicubic -resnet50.bt_in1k,288,94.01,5.99,98.89,1.11,25.56,0.95,bicubic -dpn107.mx_in1k,224,94.01,5.99,98.82,1.18,86.92,0.875,bicubic -deit_small_patch16_224.fb_in1k,224,94.0,6.0,98.95,1.05,22.05,0.9,bicubic -resnet50.ram_in1k,288,94.0,6.0,98.88,1.12,25.56,0.95,bicubic -resnet50d.a2_in1k,224,94.0,6.0,98.68,1.32,25.58,0.95,bicubic -efficientformer_l1.snap_dist_in1k,224,93.99,6.01,99.06,0.94,12.29,0.95,bicubic -skresnext50_32x4d.ra_in1k,224,93.98,6.02,98.82,1.18,27.48,0.875,bicubic -ecaresnet26t.ra2_in1k,320,93.97,6.03,98.95,1.05,16.01,0.95,bicubic -resnet50.c1_in1k,224,93.96,6.04,98.84,1.16,25.56,0.95,bicubic -resnet50.a1_in1k,224,93.96,6.04,98.52,1.48,25.56,0.95,bicubic -dpn98.mx_in1k,224,93.95,6.05,98.92,1.08,61.57,0.875,bicubic -resnet33ts.ra2_in1k,288,93.95,6.05,98.87,1.13,19.68,1.0,bicubic -cait_xxs36_224.fb_dist_in1k,224,93.94,6.06,98.89,1.11,17.3,1.0,bicubic -resnet50d.a1_in1k,224,93.94,6.06,98.63,1.37,25.58,0.95,bicubic -resnet101.tv2_in1k,176,93.93,6.07,98.74,1.26,44.55,0.875,bilinear -xception71.tf_in1k,299,93.92,6.08,98.92,1.08,42.34,0.903,bicubic -regnetx_160.pycls_in1k,224,93.92,6.08,99.08,0.92,54.28,0.875,bicubic -regnety_080.pycls_in1k,224,93.92,6.08,98.99,1.01,39.18,0.875,bicubic -cspresnet50.ra_in1k,256,93.91,6.09,98.85,1.15,21.62,0.887,bilinear -nf_regnet_b1.ra2_in1k,288,93.91,6.09,98.78,1.22,10.22,0.9,bicubic -resnet50.c2_in1k,224,93.9,6.1,98.79,1.21,25.56,0.95,bicubic -gcresnet33ts.ra2_in1k,256,93.89,6.11,98.93,1.07,19.88,0.9,bicubic -vit_base_patch16_224.sam_in1k,224,93.89,6.11,98.89,1.11,86.57,0.9,bicubic -resnet152c.gluon_in1k,224,93.89,6.11,98.8,1.2,60.21,0.875,bicubic -eca_resnet33ts.ra2_in1k,256,93.88,6.12,98.87,1.13,19.68,0.9,bicubic -hgnet_tiny.paddle_in1k,224,93.88,6.12,99.02,0.98,14.74,0.965,bicubic -resnet101.a3_in1k,224,93.87,6.13,98.76,1.24,44.55,0.95,bicubic -ecaresnet50t.a3_in1k,224,93.86,6.14,98.86,1.14,25.57,0.95,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,93.86,6.14,99.11,0.89,9.72,0.95,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,93.85,6.15,98.75,1.25,12.12,1.0,bicubic -ecaresnet50d_pruned.miil_in1k,224,93.85,6.15,98.96,1.04,19.94,0.875,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,93.85,6.15,98.87,1.13,9.72,0.95,bicubic -ese_vovnet39b.ra_in1k,224,93.85,6.15,98.9,1.1,24.57,0.875,bicubic -resnext50d_32x4d.bt_in1k,224,93.84,6.16,98.73,1.27,25.05,0.875,bicubic -resnext50_32x4d.ra_in1k,224,93.84,6.16,98.82,1.18,25.03,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,93.84,6.16,99.03,0.97,6.0,1.0,bicubic -efficientformerv2_s1.snap_dist_in1k,224,93.84,6.16,98.89,1.11,6.19,0.95,bicubic -edgenext_small_rw.sw_in1k,256,93.83,6.17,98.72,1.28,7.83,0.9,bicubic -repvgg_b2g4.rvgg_in1k,224,93.83,6.17,98.92,1.08,61.76,0.875,bilinear -hrnet_w64.ms_in1k,224,93.82,6.18,98.93,1.07,128.06,0.875,bilinear -resnet50.b2k_in1k,224,93.82,6.18,98.68,1.32,25.56,0.95,bicubic -fbnetv3_d.ra2_in1k,256,93.82,6.18,98.88,1.12,10.31,0.95,bilinear -resnet101.gluon_in1k,224,93.82,6.18,98.71,1.29,44.55,0.875,bicubic -efficientnet_b2_pruned.in1k,260,93.81,6.19,98.91,1.09,8.31,0.89,bicubic -resnext50_32x4d.a1_in1k,224,93.8,6.2,98.44,1.56,25.03,0.95,bicubic -resnet50.d_in1k,224,93.8,6.2,98.63,1.37,25.56,0.95,bicubic -tiny_vit_5m_224.in1k,224,93.8,6.2,98.94,1.06,5.39,0.95,bicubic -xception65.tf_in1k,299,93.8,6.2,98.91,1.09,39.92,0.903,bicubic -darknetaa53.c2ns_in1k,256,93.79,6.21,98.94,1.06,36.02,0.887,bilinear -dpn131.mx_in1k,224,93.79,6.21,98.83,1.17,79.25,0.875,bicubic -regnetx_080.pycls_in1k,224,93.79,6.21,98.9,1.1,39.57,0.875,bicubic -resnext101_32x8d.tv_in1k,224,93.78,6.22,98.95,1.05,88.79,0.875,bilinear -tf_efficientnet_b0.ns_jft_in1k,224,93.78,6.22,98.97,1.03,5.29,0.875,bicubic -dla169.in1k,224,93.77,6.23,98.86,1.14,53.39,0.875,bilinear -wide_resnet101_2.tv_in1k,224,93.77,6.23,98.83,1.17,126.89,0.875,bilinear -repvit_m1_0.dist_300e_in1k,224,93.77,6.23,98.92,1.08,7.3,0.95,bicubic -resnext50_32x4d.a2_in1k,224,93.77,6.23,98.67,1.33,25.03,0.95,bicubic -convnextv2_femto.fcmae_ft_in1k,288,93.76,6.24,98.94,1.06,5.23,0.95,bicubic -efficientnet_em.ra2_in1k,240,93.76,6.24,98.91,1.09,6.9,0.882,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,93.76,6.24,98.92,1.08,21.82,1.0,bicubic -resnet50.tv2_in1k,176,93.75,6.25,98.75,1.25,25.56,0.875,bilinear -dpn68b.ra_in1k,288,93.75,6.25,98.52,1.48,12.61,1.0,bicubic -mobileone_s4.apple_in1k,224,93.74,6.26,98.67,1.33,14.95,0.9,bilinear -tf_efficientnet_b2.in1k,260,93.74,6.26,98.93,1.07,9.11,0.89,bicubic -tf_efficientnetv2_b1.in1k,240,93.73,6.27,98.85,1.15,8.14,0.882,bicubic -resnet50.a2_in1k,224,93.73,6.27,98.72,1.28,25.56,0.95,bicubic -hrnet_w40.ms_in1k,224,93.73,6.27,98.82,1.18,57.56,0.875,bilinear -resnet101c.gluon_in1k,224,93.73,6.27,98.76,1.24,44.57,0.875,bicubic -tf_efficientnet_b1.aa_in1k,240,93.72,6.28,98.8,1.2,7.79,0.882,bicubic -levit_192.fb_dist_in1k,224,93.71,6.29,98.78,1.22,10.95,0.9,bicubic -levit_conv_192.fb_dist_in1k,224,93.71,6.29,98.78,1.22,10.95,0.9,bicubic -resnetv2_34.ra4_e3600_r224_in1k,288,93.71,6.29,98.76,1.24,21.8,1.0,bicubic -convnext_pico_ols.d1_in1k,224,93.71,6.29,98.86,1.14,9.06,0.95,bicubic -resnetblur50.bt_in1k,224,93.71,6.29,98.8,1.2,25.56,0.875,bicubic -resnext50_32x4d.gluon_in1k,224,93.7,6.3,98.67,1.33,25.03,0.875,bicubic -efficientvit_b1.r256_in1k,256,93.7,6.3,98.83,1.17,9.1,1.0,bicubic -resnet50.b1k_in1k,224,93.7,6.3,98.8,1.2,25.56,0.95,bicubic -regnetx_040.pycls_in1k,224,93.69,6.31,98.94,1.06,22.12,0.875,bicubic -seresnet50.a2_in1k,224,93.69,6.31,98.65,1.35,28.09,0.95,bicubic -rexnet_130.nav_in1k,224,93.67,6.33,98.71,1.29,7.56,0.875,bicubic -regnetx_064.pycls_in1k,224,93.67,6.33,99.05,0.95,26.21,0.875,bicubic -resmlp_36_224.fb_in1k,224,93.67,6.33,98.92,1.08,44.69,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,93.67,6.33,98.8,1.2,9.72,0.95,bicubic -fastvit_s12.apple_in1k,256,93.66,6.34,98.73,1.27,9.47,0.9,bicubic -legacy_xception.tf_in1k,299,93.65,6.35,98.76,1.24,22.86,0.8975,bicubic -fbnetv3_b.ra2_in1k,256,93.65,6.35,98.9,1.1,8.6,0.95,bilinear -hrnet_w44.ms_in1k,224,93.65,6.35,98.96,1.04,67.06,0.875,bilinear -resnet33ts.ra2_in1k,256,93.64,6.36,98.76,1.24,19.68,0.9,bicubic -tf_efficientnet_b1.ap_in1k,240,93.64,6.36,98.78,1.22,7.79,0.882,bicubic -resnet34d.ra2_in1k,288,93.64,6.36,98.75,1.25,21.82,0.95,bicubic -resnet50.am_in1k,224,93.63,6.37,98.86,1.14,25.56,0.875,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,93.62,6.38,98.75,1.25,6.34,0.965,bicubic -halonet26t.a1h_in1k,256,93.62,6.38,98.64,1.36,12.48,0.95,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,93.62,6.38,98.77,1.23,6.34,0.965,bicubic -regnety_040.pycls_in1k,224,93.61,6.39,98.94,1.06,20.65,0.875,bicubic -dla60_res2next.in1k,224,93.61,6.39,98.81,1.19,17.03,0.875,bilinear -tf_efficientnetv2_b2.in1k,208,93.61,6.39,98.69,1.31,10.1,0.89,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,93.61,6.39,99.0,1.0,6.0,1.0,bicubic -resnet32ts.ra2_in1k,288,93.6,6.4,98.74,1.26,17.96,1.0,bicubic -inception_v3.gluon_in1k,299,93.6,6.4,98.84,1.16,23.83,0.875,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,93.58,6.42,98.71,1.29,39.72,0.882,bicubic -resnet50s.gluon_in1k,224,93.58,6.42,98.85,1.15,25.68,0.875,bicubic -resnet32ts.ra2_in1k,256,93.58,6.42,98.73,1.27,17.96,0.9,bicubic -resnet50d.gluon_in1k,224,93.57,6.43,98.71,1.29,25.58,0.875,bicubic -res2net50_26w_6s.in1k,224,93.57,6.43,98.76,1.24,37.05,0.875,bilinear -repvgg_b2.rvgg_in1k,224,93.57,6.43,99.07,0.93,89.02,0.875,bilinear -eca_halonext26ts.c1_in1k,256,93.56,6.44,98.69,1.31,10.76,0.94,bicubic -shvit_s4.in1k,256,93.56,6.44,98.78,1.22,16.59,0.875,bicubic -resnext50_32x4d.a3_in1k,224,93.55,6.45,98.77,1.23,25.03,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,93.55,6.45,98.62,1.38,28.59,1.0,bicubic -seresnet50.a1_in1k,224,93.55,6.45,98.57,1.43,28.09,0.95,bicubic -gmlp_s16_224.ra3_in1k,224,93.54,6.46,98.78,1.22,19.42,0.875,bicubic -repghostnet_200.in1k,224,93.54,6.46,98.59,1.41,9.8,0.875,bicubic -res2net101_26w_4s.in1k,224,93.53,6.47,98.62,1.38,45.21,0.875,bilinear -dla102x.in1k,224,93.53,6.47,98.86,1.14,26.31,0.875,bilinear -pvt_v2_b1.in1k,224,93.52,6.48,98.88,1.12,14.01,0.9,bicubic -coat_lite_mini.in1k,224,93.52,6.48,98.8,1.2,11.01,0.9,bicubic -resnet50.ram_in1k,224,93.52,6.48,98.6,1.4,25.56,0.875,bicubic -mambaout_femto.in1k,224,93.52,6.48,98.81,1.19,7.3,1.0,bicubic -cait_xxs24_224.fb_dist_in1k,224,93.51,6.49,98.78,1.22,11.96,1.0,bicubic -convnext_pico.d1_in1k,224,93.51,6.49,98.84,1.16,9.05,0.875,bicubic -coat_tiny.in1k,224,93.51,6.49,98.68,1.32,5.5,0.9,bicubic -fastvit_t12.apple_in1k,256,93.5,6.5,98.67,1.33,7.55,0.9,bicubic -starnet_s4.in1k,224,93.5,6.5,98.61,1.39,7.48,0.875,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,93.5,6.5,98.84,1.16,5.79,1.0,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,93.5,6.5,98.83,1.17,5.29,1.0,bicubic -regnety_032.pycls_in1k,224,93.49,6.51,98.96,1.04,19.44,0.875,bicubic -selecsls60b.in1k,224,93.48,6.52,98.84,1.16,32.77,0.875,bicubic -mobilevitv2_125.cvnets_in1k,256,93.48,6.52,98.84,1.16,7.48,0.888,bicubic -wide_resnet50_2.tv_in1k,224,93.47,6.53,98.97,1.03,68.88,0.875,bilinear -repvit_m0_9.dist_450e_in1k,224,93.47,6.53,98.88,1.12,5.49,0.95,bicubic -resnext50_32x4d.tv2_in1k,176,93.47,6.53,98.67,1.33,25.03,0.875,bilinear -xception41.tf_in1k,299,93.47,6.53,98.74,1.26,26.97,0.903,bicubic -hrnet_w18.ms_aug_in1k,224,93.46,6.54,99.0,1.0,21.3,0.95,bilinear -resnet34.ra4_e3600_r224_in1k,288,93.46,6.54,98.68,1.32,21.8,1.0,bicubic -convnext_femto.d1_in1k,288,93.46,6.54,98.83,1.17,5.22,0.95,bicubic -vit_small_patch16_224.augreg_in1k,224,93.46,6.54,98.77,1.23,22.05,0.9,bicubic -repvit_m0_9.dist_300e_in1k,224,93.45,6.55,98.83,1.17,5.49,0.95,bicubic -nf_regnet_b1.ra2_in1k,256,93.45,6.55,98.85,1.15,10.22,0.9,bicubic -lambda_resnet26t.c1_in1k,256,93.44,6.56,98.76,1.24,10.96,0.94,bicubic -lambda_resnet26rpt_256.c1_in1k,256,93.44,6.56,98.88,1.12,10.99,0.94,bicubic -resmlp_24_224.fb_in1k,224,93.43,6.57,98.82,1.18,30.02,0.875,bicubic -resnet50.ra_in1k,224,93.43,6.57,98.83,1.17,25.56,0.875,bicubic -legacy_seresnet152.in1k,224,93.42,6.58,98.85,1.15,66.82,0.875,bilinear -dla60_res2net.in1k,224,93.42,6.58,98.84,1.16,20.85,0.875,bilinear -ecaresnet26t.ra2_in1k,256,93.42,6.58,98.67,1.33,16.01,0.875,bicubic -res2net50_26w_8s.in1k,224,93.42,6.58,98.68,1.32,48.4,0.875,bilinear -repvgg_b1.rvgg_in1k,224,93.41,6.59,98.77,1.23,57.42,0.875,bilinear -convnext_femto_ols.d1_in1k,288,93.41,6.59,98.9,1.1,5.23,0.95,bicubic -legacy_seresnext50_32x4d.in1k,224,93.41,6.59,98.8,1.2,27.56,0.875,bilinear -botnet26t_256.c1_in1k,256,93.41,6.59,98.66,1.34,12.49,0.95,bicubic -hrnet_w30.ms_in1k,224,93.4,6.6,98.85,1.15,37.71,0.875,bilinear -resnet50d.a3_in1k,224,93.4,6.6,98.75,1.25,25.58,0.95,bicubic -resnet50.a1h_in1k,176,93.39,6.61,98.76,1.24,25.56,0.9,bicubic -eca_botnext26ts_256.c1_in1k,256,93.39,6.61,98.7,1.3,10.59,0.95,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,93.38,6.62,98.88,1.12,3.05,1.0,bicubic -resnet152.a3_in1k,160,93.37,6.63,98.58,1.42,60.19,0.95,bicubic -repvit_m1.dist_in1k,224,93.34,6.66,98.66,1.34,5.49,0.95,bicubic -vit_base_patch16_224.augreg_in1k,224,93.34,6.66,98.64,1.36,86.57,0.9,bicubic -seresnext26t_32x4d.bt_in1k,288,93.34,6.66,98.7,1.3,16.81,0.95,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,93.33,6.67,98.76,1.24,6.72,1.0,bicubic -efficientvit_b1.r224_in1k,224,93.32,6.68,98.62,1.38,9.1,0.95,bicubic -regnetx_032.pycls_in1k,224,93.3,6.7,98.7,1.3,15.3,0.875,bicubic -legacy_seresnet101.in1k,224,93.29,6.71,98.75,1.25,49.33,0.875,bilinear -pit_xs_distilled_224.in1k,224,93.29,6.71,98.79,1.21,11.0,0.9,bicubic -dpn68b.ra_in1k,224,93.29,6.71,98.53,1.47,12.61,0.95,bicubic -dla102.in1k,224,93.28,6.72,98.79,1.21,33.27,0.875,bilinear -resnest26d.gluon_in1k,224,93.28,6.72,98.87,1.13,17.07,0.875,bilinear -mixnet_l.ft_in1k,224,93.27,6.73,98.68,1.32,7.33,0.875,bicubic -resnet152.tv_in1k,224,93.27,6.73,98.75,1.25,60.19,0.875,bilinear -cs3darknet_m.c2ns_in1k,288,93.25,6.75,98.72,1.28,9.31,0.95,bicubic -fasternet_t2.in1k,224,93.25,6.75,98.64,1.36,14.98,1.0,bicubic -tf_efficientnetv2_b1.in1k,192,93.23,6.77,98.54,1.46,8.14,0.882,bicubic -fbnetv3_d.ra2_in1k,224,93.23,6.77,98.67,1.33,10.31,0.95,bilinear -dla60x.in1k,224,93.22,6.78,98.72,1.28,17.35,0.875,bilinear -inception_v3.tf_in1k,299,93.21,6.79,98.48,1.52,23.83,0.875,bicubic -tf_efficientnet_em.in1k,240,93.2,6.8,98.68,1.32,6.9,0.882,bicubic -res2net50_26w_4s.in1k,224,93.19,6.81,98.66,1.34,25.7,0.875,bilinear -convnextv2_femto.fcmae_ft_in1k,224,93.19,6.81,98.87,1.13,5.23,0.875,bicubic -vit_base_patch32_384.augreg_in1k,384,93.18,6.82,98.62,1.38,88.3,1.0,bicubic -mobilevit_s.cvnets_in1k,256,93.18,6.82,98.8,1.2,5.58,0.9,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,93.17,6.83,98.32,1.68,119.42,0.9,bicubic -regnety_008_tv.tv2_in1k,224,93.16,6.84,98.68,1.32,6.43,0.965,bicubic -res2next50.in1k,224,93.14,6.86,98.65,1.35,24.67,0.875,bilinear -starnet_s3.in1k,224,93.14,6.86,98.64,1.36,5.75,0.875,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,93.13,6.87,98.66,1.34,5.29,0.9,bicubic -ghostnetv2_160.in1k,224,93.13,6.87,98.71,1.29,12.39,0.875,bicubic -bat_resnext26ts.ch_in1k,256,93.12,6.88,98.74,1.26,10.73,0.9,bicubic -cs3darknet_focus_m.c2ns_in1k,288,93.12,6.88,98.75,1.25,9.3,0.95,bicubic -resnet50.bt_in1k,224,93.11,6.89,98.6,1.4,25.56,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,93.11,6.89,98.76,1.24,4.9,0.888,bicubic -efficientnet_b1_pruned.in1k,240,93.06,6.94,98.56,1.44,6.33,0.882,bicubic -seresnext26d_32x4d.bt_in1k,288,93.06,6.94,98.71,1.29,16.81,0.95,bicubic -tf_efficientnetv2_b0.in1k,224,93.06,6.94,98.7,1.3,7.14,0.875,bicubic -regnety_016.pycls_in1k,224,93.06,6.94,98.66,1.34,11.2,0.875,bicubic -levit_conv_128.fb_dist_in1k,224,93.06,6.94,98.69,1.31,9.21,0.9,bicubic -tf_mixnet_l.in1k,224,93.05,6.95,98.55,1.45,7.33,0.875,bicubic -levit_128.fb_dist_in1k,224,93.05,6.95,98.69,1.31,9.21,0.9,bicubic -repvgg_b1g4.rvgg_in1k,224,93.05,6.95,98.81,1.19,39.97,0.875,bilinear -resnetv2_34d.ra4_e3600_r224_in1k,224,93.04,6.96,98.7,1.3,21.82,0.9,bicubic -swiftformer_s.dist_in1k,224,93.04,6.96,98.55,1.45,6.09,0.95,bicubic -hardcorenas_f.miil_green_in1k,224,93.03,6.97,98.65,1.35,8.2,0.875,bilinear -efficientnet_b1.ft_in1k,256,93.02,6.98,98.71,1.29,7.79,1.0,bicubic -res2net50_14w_8s.in1k,224,93.02,6.98,98.7,1.3,25.06,0.875,bilinear -resnet34.a1_in1k,288,93.02,6.98,98.59,1.41,21.8,1.0,bicubic -densenetblur121d.ra_in1k,288,93.01,6.99,98.6,1.4,8.0,0.95,bicubic -mobileone_s3.apple_in1k,224,93.0,7.0,98.61,1.39,10.17,0.9,bilinear -selecsls60.in1k,224,92.99,7.01,98.83,1.17,30.67,0.875,bicubic -hrnet_w18_small_v2.gluon_in1k,224,92.98,7.02,98.78,1.22,15.6,0.875,bicubic -visformer_tiny.in1k,224,92.97,7.03,98.74,1.26,10.32,0.9,bicubic -resnet50.a3_in1k,224,92.97,7.03,98.55,1.45,25.56,0.95,bicubic -seresnext26ts.ch_in1k,288,92.97,7.03,98.71,1.29,10.39,1.0,bicubic -hrnet_w32.ms_in1k,224,92.97,7.03,98.83,1.17,41.23,0.875,bilinear -inception_v3.tf_adv_in1k,299,92.97,7.03,98.49,1.51,23.83,0.875,bicubic -resnet26t.ra2_in1k,320,92.96,7.04,98.68,1.32,16.01,1.0,bicubic -dpn68b.mx_in1k,224,92.96,7.04,98.49,1.51,12.61,0.875,bicubic -efficientnet_es.ra_in1k,224,92.95,7.05,98.69,1.31,5.44,0.875,bicubic -densenet161.tv_in1k,224,92.95,7.05,98.8,1.2,28.68,0.875,bicubic -hardcorenas_e.miil_green_in1k,224,92.95,7.05,98.59,1.41,8.07,0.875,bilinear -convnext_atto_ols.a2_in1k,288,92.95,7.05,98.68,1.32,3.7,0.95,bicubic -tf_efficientnet_b1.in1k,240,92.94,7.06,98.66,1.34,7.79,0.882,bicubic -resnet50c.gluon_in1k,224,92.93,7.07,98.71,1.29,25.58,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,288,92.92,7.08,98.56,1.44,3.71,0.95,bicubic -resnetrs50.tf_in1k,160,92.92,7.08,98.6,1.4,35.69,0.91,bicubic -fbnetv3_b.ra2_in1k,224,92.92,7.08,98.76,1.24,8.6,0.95,bilinear -convnext_femto_ols.d1_in1k,224,92.91,7.09,98.68,1.32,5.23,0.875,bicubic -poolformerv2_s12.sail_in1k,224,92.91,7.09,98.53,1.47,11.89,1.0,bicubic -pit_xs_224.in1k,224,92.9,7.1,98.79,1.21,10.62,0.9,bicubic -resnext50_32x4d.tv_in1k,224,92.9,7.1,98.69,1.31,25.03,0.875,bilinear -inception_v3.tv_in1k,299,92.9,7.1,98.32,1.68,23.83,0.875,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,92.89,7.11,98.45,1.55,21.8,0.9,bicubic -resnet101.tv_in1k,224,92.89,7.11,98.65,1.35,44.55,0.875,bilinear -hgnetv2_b0.ssld_stage2_ft_in1k,224,92.89,7.11,98.67,1.33,6.0,0.965,bicubic -coat_lite_tiny.in1k,224,92.88,7.12,98.65,1.35,5.72,0.9,bicubic -resnet101.a3_in1k,160,92.88,7.12,98.52,1.48,44.55,0.95,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,92.88,7.12,98.51,1.49,24.01,0.875,bicubic -resmlp_12_224.fb_distilled_in1k,224,92.88,7.12,98.66,1.34,15.35,0.875,bicubic -convnext_femto.d1_in1k,224,92.88,7.12,98.6,1.4,5.22,0.875,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,92.86,7.14,98.43,1.57,13.31,0.875,bicubic -rexnet_100.nav_in1k,224,92.84,7.16,98.64,1.36,4.8,0.875,bicubic -tinynet_a.in1k,192,92.82,7.18,98.57,1.43,6.19,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,256,92.82,7.18,98.6,1.4,9.3,0.887,bicubic -gcresnext26ts.ch_in1k,288,92.81,7.19,98.61,1.39,10.48,1.0,bicubic -seresnext26t_32x4d.bt_in1k,224,92.8,7.2,98.54,1.46,16.81,0.875,bicubic -res2net50_48w_2s.in1k,224,92.8,7.2,98.46,1.54,25.29,0.875,bilinear -seresnext26ts.ch_in1k,256,92.79,7.21,98.6,1.4,10.39,0.9,bicubic -convnext_atto.d2_in1k,288,92.78,7.22,98.62,1.38,3.7,0.95,bicubic -eca_resnext26ts.ch_in1k,288,92.77,7.23,98.71,1.29,10.3,1.0,bicubic -crossvit_9_dagger_240.in1k,240,92.76,7.24,98.5,1.5,8.78,0.875,bicubic -shvit_s3.in1k,224,92.76,7.24,98.55,1.45,14.25,0.875,bicubic -hrnet_w18.ms_in1k,224,92.75,7.25,98.65,1.35,21.3,0.875,bilinear -densenet121.ra_in1k,288,92.75,7.25,98.63,1.37,7.98,0.95,bicubic -ese_vovnet19b_dw.ra_in1k,288,92.74,7.26,98.66,1.34,6.54,0.95,bicubic -densenet201.tv_in1k,224,92.74,7.26,98.68,1.32,20.01,0.875,bicubic -cs3darknet_m.c2ns_in1k,256,92.72,7.28,98.67,1.33,9.31,0.887,bicubic -tf_efficientnet_lite2.in1k,260,92.71,7.29,98.55,1.45,6.09,0.89,bicubic -dla60.in1k,224,92.71,7.29,98.62,1.38,22.04,0.875,bilinear -resnet34.ra4_e3600_r224_in1k,224,92.7,7.3,98.57,1.43,21.8,0.9,bicubic -resnet26t.ra2_in1k,256,92.68,7.32,98.6,1.4,16.01,0.94,bicubic -resnet34d.ra2_in1k,224,92.68,7.32,98.45,1.55,21.82,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,92.67,7.33,98.68,1.32,6.0,0.965,bicubic -legacy_seresnet50.in1k,224,92.67,7.33,98.66,1.34,28.09,0.875,bilinear -gmixer_24_224.ra3_in1k,224,92.67,7.33,98.24,1.76,24.72,0.875,bicubic -repvgg_a2.rvgg_in1k,224,92.66,7.34,98.53,1.47,28.21,0.875,bilinear -mobilenetv2_120d.ra_in1k,224,92.66,7.34,98.56,1.44,5.83,0.875,bicubic -mobileone_s2.apple_in1k,224,92.63,7.37,98.68,1.32,7.88,0.9,bilinear -tf_efficientnet_b0.ap_in1k,224,92.62,7.38,98.41,1.59,5.29,0.875,bicubic -hardcorenas_d.miil_green_in1k,224,92.62,7.38,98.48,1.52,7.5,0.875,bilinear -ecaresnet50t.a3_in1k,160,92.61,7.39,98.63,1.37,25.57,0.95,bicubic -regnetx_016.pycls_in1k,224,92.6,7.4,98.57,1.43,9.19,0.875,bicubic -resnet34.a2_in1k,288,92.59,7.41,98.58,1.42,21.8,1.0,bicubic -fastvit_t8.apple_dist_in1k,256,92.59,7.41,98.43,1.57,4.03,0.9,bicubic -legacy_seresnext26_32x4d.in1k,224,92.59,7.41,98.45,1.55,16.79,0.875,bicubic -resnet26d.bt_in1k,288,92.58,7.42,98.64,1.36,16.01,0.95,bicubic -resnet50.gluon_in1k,224,92.57,7.43,98.54,1.46,25.56,0.875,bicubic -skresnet34.ra_in1k,224,92.57,7.43,98.51,1.49,22.28,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,92.55,7.45,98.6,1.4,6.27,1.0,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,92.54,7.46,98.65,1.35,6.72,1.0,bicubic -poolformer_s12.sail_in1k,224,92.52,7.48,98.39,1.61,11.92,0.9,bicubic -selecsls42b.in1k,224,92.48,7.52,98.44,1.56,32.46,0.875,bicubic -regnetx_008.tv2_in1k,224,92.47,7.53,98.44,1.56,7.26,0.965,bicubic -efficientnet_b0.ra_in1k,224,92.47,7.53,98.68,1.32,5.29,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,92.46,7.54,98.54,1.46,16.81,0.875,bicubic -gcresnext26ts.ch_in1k,256,92.46,7.54,98.5,1.5,10.48,0.9,bicubic -gernet_s.idstcv_in1k,224,92.46,7.54,98.5,1.5,8.17,0.875,bilinear -eca_resnext26ts.ch_in1k,256,92.44,7.56,98.61,1.39,10.3,0.9,bicubic -resnext26ts.ra2_in1k,288,92.43,7.57,98.39,1.61,10.3,1.0,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,92.4,7.6,98.52,1.48,3.05,1.0,bicubic -repghostnet_150.in1k,224,92.4,7.6,98.54,1.46,6.58,0.875,bicubic -densenetblur121d.ra_in1k,224,92.4,7.6,98.41,1.59,8.0,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,92.39,7.61,98.48,1.52,5.29,0.875,bicubic -seresnet50.a3_in1k,224,92.38,7.62,98.33,1.67,28.09,0.95,bicubic -efficientnet_b1.ft_in1k,224,92.36,7.64,98.36,1.64,7.79,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,92.35,7.65,98.26,1.74,5.28,0.95,bicubic -resnext50_32x4d.a3_in1k,160,92.35,7.65,98.37,1.63,25.03,0.95,bicubic -densenet169.tv_in1k,224,92.34,7.66,98.57,1.43,14.15,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,92.33,7.67,98.41,1.59,24.38,0.96,bicubic -resnet34.bt_in1k,288,92.32,7.68,98.64,1.36,21.8,0.95,bicubic -hardcorenas_c.miil_green_in1k,224,92.32,7.68,98.33,1.67,5.52,0.875,bilinear -tf_efficientnet_b0.in1k,224,92.3,7.7,98.55,1.45,5.29,0.875,bicubic -tf_efficientnet_lite1.in1k,240,92.3,7.7,98.52,1.48,5.42,0.882,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,92.29,7.71,98.41,1.59,11.71,1.0,bicubic -dpn68.mx_in1k,224,92.28,7.72,98.63,1.37,12.61,0.875,bicubic -resnet50d.a3_in1k,160,92.28,7.72,98.33,1.67,25.58,0.95,bicubic -ghostnetv2_130.in1k,224,92.27,7.73,98.37,1.63,8.96,0.875,bicubic -mixnet_m.ft_in1k,224,92.27,7.73,98.37,1.63,5.01,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,92.26,7.74,98.37,1.63,7.14,0.875,bicubic -resnext26ts.ra2_in1k,256,92.26,7.74,98.27,1.73,10.3,0.9,bicubic -ghostnetv3_100.in1k,224,92.26,7.74,98.46,1.54,8.13,0.875,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,92.25,7.75,98.48,1.52,22.88,0.9,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,92.23,7.77,98.24,1.76,5.48,0.875,bilinear -resnet26d.bt_in1k,224,92.22,7.78,98.47,1.53,16.01,0.875,bicubic -convnext_atto.d2_in1k,224,92.2,7.8,98.31,1.69,3.7,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,224,92.18,7.82,98.34,1.66,3.71,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,288,92.18,7.82,98.35,1.65,11.71,1.0,bicubic -tf_mixnet_m.in1k,224,92.18,7.82,98.46,1.54,5.01,0.875,bicubic -resnet26.bt_in1k,288,92.16,7.84,98.55,1.45,16.0,0.95,bicubic -resnet50.tv_in1k,224,92.15,7.85,98.39,1.61,25.56,0.875,bilinear -xcit_nano_12_p16_384.fb_dist_in1k,384,92.14,7.86,98.49,1.51,3.05,1.0,bicubic -resmlp_12_224.fb_in1k,224,92.13,7.87,98.57,1.43,15.35,0.875,bicubic -efficientvit_m5.r224_in1k,224,92.13,7.87,98.5,1.5,12.47,0.875,bicubic -tf_efficientnet_es.in1k,224,92.11,7.89,98.43,1.57,5.44,0.875,bicubic -convnext_atto_ols.a2_in1k,224,92.11,7.89,98.38,1.62,3.7,0.875,bicubic -mobilenetv2_140.ra_in1k,224,92.08,7.92,98.27,1.73,6.11,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,92.08,7.92,98.3,1.7,6.27,0.9,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,92.08,7.92,98.35,1.65,4.23,0.95,bicubic -ese_vovnet19b_dw.ra_in1k,224,92.01,7.99,98.52,1.48,6.54,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,92.01,7.99,98.32,1.68,2.87,0.888,bicubic -densenet121.ra_in1k,224,91.95,8.05,98.28,1.72,7.98,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,91.94,8.06,98.33,1.67,5.72,0.9,bicubic -hardcorenas_b.miil_green_in1k,224,91.94,8.06,98.34,1.66,5.18,0.875,bilinear -fastvit_t8.apple_in1k,256,91.94,8.06,98.41,1.59,4.03,0.9,bicubic -repghostnet_130.in1k,224,91.93,8.07,98.37,1.63,5.48,0.875,bicubic -resnet34.a1_in1k,224,91.93,8.07,98.39,1.61,21.8,0.95,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,320,91.92,8.08,98.24,1.76,3.77,1.0,bicubic -regnety_008.pycls_in1k,224,91.89,8.11,98.42,1.58,6.26,0.875,bicubic -efficientformerv2_s0.snap_dist_in1k,224,91.85,8.15,98.37,1.63,3.6,0.95,bicubic -mixnet_s.ft_in1k,224,91.82,8.18,98.34,1.66,4.13,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,91.81,8.19,98.45,1.55,5.48,1.0,bicubic -mobileone_s1.apple_in1k,224,91.77,8.23,98.47,1.53,4.83,0.9,bilinear -resnet34.a2_in1k,224,91.77,8.23,98.26,1.74,21.8,0.95,bicubic -efficientnet_es_pruned.in1k,224,91.71,8.29,98.4,1.6,5.44,0.875,bicubic -repvgg_b0.rvgg_in1k,224,91.71,8.29,98.46,1.54,15.82,0.875,bilinear -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,91.71,8.29,98.43,1.57,6.36,1.0,bicubic -tf_mixnet_s.in1k,224,91.69,8.31,98.22,1.78,4.13,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,91.68,8.32,98.32,1.68,11.69,1.0,bicubic -semnasnet_100.rmsp_in1k,224,91.66,8.34,98.27,1.73,3.89,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,91.66,8.34,98.15,1.85,5.26,0.875,bilinear -resnet50.a3_in1k,160,91.66,8.34,98.06,1.94,25.56,0.95,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,91.66,8.34,98.06,1.94,5.28,0.875,bicubic -ghostnetv2_100.in1k,224,91.63,8.37,98.28,1.72,6.16,0.875,bicubic -fasternet_t1.in1k,224,91.62,8.38,98.12,1.88,7.6,1.0,bicubic -regnety_006.pycls_in1k,224,91.6,8.4,98.42,1.58,6.06,0.875,bicubic -regnety_004.tv2_in1k,224,91.59,8.41,98.29,1.71,4.34,0.965,bicubic -edgenext_x_small.in1k,288,91.59,8.41,98.19,1.81,2.34,1.0,bicubic -levit_128s.fb_dist_in1k,224,91.58,8.42,98.42,1.58,7.78,0.9,bicubic -mobilenetv3_rw.rmsp_in1k,224,91.56,8.44,98.27,1.73,5.48,0.875,bicubic -inception_next_atto.sail_in1k,224,91.56,8.44,98.34,1.66,4.16,0.875,bicubic -levit_conv_128s.fb_dist_in1k,224,91.54,8.46,98.43,1.57,7.78,0.9,bicubic -legacy_seresnet34.in1k,224,91.48,8.52,98.22,1.78,21.96,0.875,bilinear -mobilenetv3_large_100.ra_in1k,224,91.47,8.53,98.32,1.68,5.48,0.875,bicubic -resnet26.bt_in1k,224,91.46,8.54,98.27,1.73,16.0,0.875,bicubic -densenet121.tv_in1k,224,91.44,8.56,98.24,1.76,7.98,0.875,bicubic -edgenext_x_small.in1k,256,91.43,8.57,98.16,1.84,2.34,0.9,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,91.43,8.57,98.41,1.59,5.48,0.95,bicubic -tf_mobilenetv3_large_100.in1k,224,91.41,8.59,98.23,1.77,5.48,0.875,bilinear -tf_efficientnet_lite0.in1k,224,91.36,8.64,98.09,1.91,4.65,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,91.36,8.64,98.13,1.87,4.23,0.875,bicubic -mobilenetv2_110d.ra_in1k,224,91.32,8.68,98.15,1.85,4.52,0.875,bicubic -seresnet50.a3_in1k,160,91.27,8.73,97.95,2.05,28.09,0.95,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,224,91.27,8.73,98.14,1.86,11.71,0.9,bicubic -mobilevit_xs.cvnets_in1k,256,91.27,8.73,98.22,1.78,2.32,0.9,bicubic -efficientnet_lite0.ra_in1k,224,91.27,8.73,98.23,1.77,4.65,0.875,bicubic -dla34.in1k,224,91.26,8.74,98.16,1.84,15.74,0.875,bilinear -mnasnet_100.rmsp_in1k,224,91.26,8.74,98.03,1.97,4.38,0.875,bicubic -fbnetc_100.rmsp_in1k,224,91.25,8.75,97.83,2.17,5.57,0.875,bilinear -resnet34.bt_in1k,224,91.23,8.77,98.21,1.79,21.8,0.875,bicubic -regnetx_008.pycls_in1k,224,91.22,8.78,98.38,1.62,7.26,0.875,bicubic -shvit_s2.in1k,224,91.21,8.79,98.24,1.76,11.48,0.875,bicubic -hrnet_w18_small_v2.ms_in1k,224,91.19,8.81,98.35,1.65,15.6,0.875,bilinear -xcit_nano_12_p8_224.fb_in1k,224,91.19,8.81,98.28,1.72,3.05,1.0,bicubic -repvgg_a1.rvgg_in1k,224,91.16,8.84,98.19,1.81,14.09,0.875,bilinear -starnet_s2.in1k,224,91.15,8.85,98.32,1.68,3.68,0.875,bicubic -resnest14d.gluon_in1k,224,91.14,8.86,98.35,1.65,10.61,0.875,bilinear -deit_tiny_distilled_patch16_224.fb_in1k,224,91.13,8.87,98.27,1.73,5.91,0.9,bicubic -regnetx_004_tv.tv2_in1k,224,91.12,8.88,98.07,1.93,5.5,0.965,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,91.12,8.88,97.41,2.59,59.88,0.875,bicubic -tinynet_b.in1k,188,91.12,8.88,98.08,1.92,3.73,0.875,bicubic -repghostnet_111.in1k,224,91.11,8.89,98.05,1.95,4.54,0.875,bicubic -resnet34.gluon_in1k,224,91.11,8.89,98.18,1.82,21.8,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,91.1,8.9,98.08,1.92,3.77,0.95,bicubic -crossvit_9_240.in1k,240,91.08,8.92,98.31,1.69,8.55,0.875,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,91.06,8.94,98.2,1.8,11.69,0.875,bilinear -vgg19_bn.tv_in1k,224,90.98,9.02,98.11,1.89,143.68,0.875,bilinear -resnet18d.ra4_e3600_r224_in1k,224,90.91,9.09,98.19,1.81,11.71,0.9,bicubic -swiftformer_xs.dist_in1k,224,90.84,9.16,98.0,2.0,3.48,0.95,bicubic -resnet18d.ra2_in1k,288,90.77,9.23,98.17,1.83,11.71,0.95,bicubic -regnetx_006.pycls_in1k,224,90.77,9.23,98.09,1.91,6.2,0.875,bicubic -efficientvit_m4.r224_in1k,224,90.75,9.25,98.09,1.91,8.8,0.875,bicubic -regnety_004.pycls_in1k,224,90.75,9.25,98.06,1.94,4.34,0.875,bicubic -pit_ti_distilled_224.in1k,224,90.74,9.26,98.24,1.76,5.1,0.9,bicubic -starnet_s1.in1k,224,90.73,9.27,97.83,2.17,2.87,0.875,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,90.69,9.31,98.04,1.96,11.69,0.875,bilinear -repghostnet_100.in1k,224,90.68,9.32,98.11,1.89,4.07,0.875,bicubic -spnasnet_100.rmsp_in1k,224,90.67,9.33,97.96,2.04,4.42,0.875,bilinear -vit_base_patch32_224.augreg_in1k,224,90.58,9.42,97.74,2.26,88.22,0.9,bicubic -convit_tiny.fb_in1k,224,90.58,9.42,98.2,1.8,5.71,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,90.57,9.43,97.98,2.02,3.27,1.0,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,90.57,9.43,98.06,1.94,3.77,0.95,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,90.54,9.46,97.82,2.18,3.77,0.875,bicubic -crossvit_tiny_240.in1k,240,90.54,9.46,97.96,2.04,7.01,0.875,bicubic -vgg16_bn.tv_in1k,224,90.52,9.48,98.0,2.0,138.37,0.875,bilinear -ghostnet_100.in1k,224,90.47,9.53,97.94,2.06,5.18,0.875,bicubic -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,90.44,9.56,97.68,2.32,2.16,0.9,bicubic -pit_ti_224.in1k,224,90.44,9.56,98.0,2.0,4.85,0.9,bicubic -tf_mobilenetv3_large_075.in1k,224,90.34,9.66,97.85,2.15,3.99,0.875,bilinear -hrnet_w18_small.gluon_in1k,224,90.31,9.69,97.75,2.25,13.19,0.875,bicubic -resnet34.a3_in1k,224,90.3,9.7,97.89,2.11,21.8,0.95,bicubic -resnet34.tv_in1k,224,90.29,9.71,97.97,2.03,21.8,0.875,bilinear -semnasnet_075.rmsp_in1k,224,90.28,9.72,97.93,2.07,2.91,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,90.27,9.73,98.1,1.9,3.77,0.95,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,90.2,9.8,97.76,2.24,3.05,1.0,bicubic -resnet18.a1_in1k,288,90.19,9.81,97.78,2.22,11.69,1.0,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,90.18,9.82,97.73,2.27,11.69,0.9,bicubic -skresnet18.ra_in1k,224,90.17,9.83,97.78,2.22,11.96,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,90.12,9.88,97.98,2.02,3.77,0.875,bicubic -efficientvit_m3.r224_in1k,224,90.05,9.95,97.87,2.13,6.9,0.875,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,90.04,9.96,97.93,2.07,2.16,0.875,bicubic -resnet18d.ra2_in1k,224,90.02,9.98,97.84,2.16,11.71,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,89.95,10.05,97.63,2.37,3.27,0.887,bicubic -vit_base_patch32_224.sam_in1k,224,89.89,10.11,97.6,2.4,88.22,0.9,bicubic -hrnet_w18_small.ms_in1k,224,89.88,10.12,97.89,2.11,13.19,0.875,bilinear -mobilenetv2_100.ra_in1k,224,89.86,10.14,97.84,2.16,3.5,0.875,bicubic -edgenext_xx_small.in1k,288,89.81,10.19,97.5,2.5,1.33,1.0,bicubic -repvgg_a0.rvgg_in1k,224,89.81,10.19,97.79,2.21,9.11,0.875,bilinear -shvit_s1.in1k,224,89.77,10.23,97.73,2.27,6.33,0.875,bicubic -vgg19.tv_in1k,224,89.7,10.3,97.53,2.47,143.67,0.875,bilinear -deit_tiny_patch16_224.fb_in1k,224,89.64,10.36,97.96,2.04,5.72,0.9,bicubic -resnet18.a2_in1k,288,89.54,10.46,97.66,2.34,11.69,1.0,bicubic -regnetx_004.pycls_in1k,224,89.49,10.51,97.82,2.18,5.16,0.875,bicubic -repghostnet_080.in1k,224,89.45,10.55,97.47,2.53,3.28,0.875,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,89.41,10.59,97.7,2.3,6.34,0.9,bicubic -vgg16.tv_in1k,224,89.4,10.6,97.5,2.5,138.36,0.875,bilinear -legacy_seresnet18.in1k,224,89.29,10.71,97.71,2.29,11.78,0.875,bicubic -edgenext_xx_small.in1k,256,89.25,10.75,97.25,2.75,1.33,0.9,bicubic -resnet14t.c3_in1k,224,89.24,10.76,97.45,2.55,10.08,0.95,bicubic -vgg13_bn.tv_in1k,224,89.23,10.77,97.52,2.48,133.05,0.875,bilinear -tf_mobilenetv3_large_minimal_100.in1k,224,89.2,10.8,97.29,2.71,3.92,0.875,bilinear -resnet18.a1_in1k,224,89.15,10.85,97.33,2.67,11.69,0.95,bicubic -mobilevitv2_050.cvnets_in1k,256,89.06,10.94,97.59,2.41,1.37,0.888,bicubic -pvt_v2_b0.in1k,224,88.98,11.02,97.68,2.32,3.67,0.9,bicubic -efficientvit_m2.r224_in1k,224,88.94,11.06,97.36,2.64,4.19,0.875,bicubic -lcnet_100.ra2_in1k,224,88.93,11.07,97.37,2.63,2.95,0.875,bicubic -xcit_nano_12_p16_224.fb_in1k,224,88.9,11.1,97.44,2.56,3.05,1.0,bicubic -mobileone_s0.apple_in1k,224,88.77,11.23,97.23,2.77,5.29,0.875,bilinear -fasternet_t0.in1k,224,88.71,11.29,97.08,2.92,3.91,1.0,bicubic -resnet18.gluon_in1k,224,88.69,11.31,97.11,2.89,11.69,0.875,bicubic -resnet34.a3_in1k,160,88.65,11.35,97.38,2.62,21.8,0.95,bicubic -resnet14t.c3_in1k,176,88.47,11.53,96.95,3.05,10.08,0.875,bicubic -tinynet_c.in1k,184,88.45,11.55,97.27,2.73,2.46,0.875,bicubic -vgg11_bn.tv_in1k,224,88.41,11.59,97.28,2.72,132.87,0.875,bilinear -efficientvit_b0.r224_in1k,224,88.25,11.75,96.88,3.12,3.41,0.95,bicubic -resnet18.a2_in1k,224,88.21,11.79,97.18,2.82,11.69,0.95,bicubic -resnet18.tv_in1k,224,88.2,11.8,97.11,2.89,11.69,0.875,bilinear -regnety_002.pycls_in1k,224,88.2,11.8,97.34,2.66,3.16,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,87.97,12.03,97.2,2.8,1.27,0.9,bicubic -vgg13.tv_in1k,224,87.56,12.44,97.12,2.88,133.05,0.875,bilinear -regnetx_002.pycls_in1k,224,87.35,12.65,96.99,3.01,2.68,0.875,bicubic -vgg11.tv_in1k,224,87.34,12.66,97.13,2.87,132.86,0.875,bilinear -repghostnet_058.in1k,224,87.19,12.81,96.71,3.29,2.55,0.875,bicubic -efficientvit_m1.r224_in1k,224,87.19,12.81,97.0,3.0,2.98,0.875,bicubic -dla60x_c.in1k,224,87.11,12.89,97.15,2.85,1.32,0.875,bilinear -resnet18.a3_in1k,224,87.05,12.95,96.67,3.33,11.69,0.95,bicubic -lcnet_075.ra2_in1k,224,87.01,12.99,96.55,3.45,2.36,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,87.0,13.0,94.02,5.98,208.2,0.875,bicubic -resnet10t.c3_in1k,224,86.71,13.29,96.73,3.27,5.44,0.95,bicubic -mobilenetv3_small_100.lamb_in1k,224,86.19,13.81,96.45,3.55,2.54,0.875,bicubic -tf_mobilenetv3_small_100.in1k,224,86.01,13.99,96.39,3.61,2.54,0.875,bilinear -repghostnet_050.in1k,224,85.56,14.44,96.11,3.89,2.31,0.875,bicubic -resnet10t.c3_in1k,176,85.49,14.51,96.29,3.71,5.44,0.875,bicubic -mnasnet_small.lamb_in1k,224,85.49,14.51,95.98,4.02,2.03,0.875,bicubic -tinynet_d.in1k,152,85.48,14.52,96.02,3.98,2.34,0.875,bicubic -dla46x_c.in1k,224,85.48,14.52,96.46,3.54,1.07,0.875,bilinear -resnet18.a3_in1k,160,85.04,14.96,95.94,4.06,11.69,0.95,bicubic -mobilenetv2_050.lamb_in1k,224,84.94,15.06,95.67,4.33,1.97,0.875,bicubic -dla46_c.in1k,224,84.74,15.26,96.21,3.79,1.3,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,256,84.67,15.33,96.14,3.86,2.24,0.95,bicubic -tf_mobilenetv3_small_075.in1k,224,84.52,15.48,95.79,4.21,2.04,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,224,84.23,15.77,95.72,4.28,2.24,0.875,bicubic -mobilenetv3_small_075.lamb_in1k,224,84.14,15.86,95.5,4.5,2.04,0.875,bicubic -efficientvit_m0.r224_in1k,224,83.34,16.66,95.63,4.37,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,83.13,16.87,94.95,5.05,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,82.64,17.36,94.99,5.01,2.04,0.875,bilinear -tinynet_e.in1k,106,79.84,20.16,94.0,6.0,2.04,0.875,bicubic -test_vit3.r160_in1k,160,79.05,20.95,93.77,6.23,0.93,0.95,bicubic -mobilenetv3_small_050.lamb_in1k,224,78.09,21.91,93.01,6.99,1.59,0.875,bicubic -test_convnext2.r160_in1k,160,75.86,24.14,92.81,7.19,0.48,0.95,bicubic -test_convnext3.r160_in1k,160,75.64,24.36,92.86,7.14,0.47,0.95,bicubic -test_convnext.r160_in1k,160,70.43,29.57,90.96,9.04,0.27,0.95,bicubic -test_nfnet.r160_in1k,160,70.18,29.82,89.87,10.13,0.38,0.95,bicubic -test_efficientnet_evos.r160_in1k,160,68.06,31.94,88.25,11.75,0.36,0.95,bicubic -test_efficientnet.r160_in1k,160,67.62,32.38,88.5,11.5,0.36,0.95,bicubic -test_byobnet.r160_in1k,160,67.52,32.48,88.71,11.29,0.46,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,66.03,33.97,87.68,12.32,0.36,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,65.76,34.24,87.86,12.14,0.36,0.95,bicubic -test_vit2.r160_in1k,160,65.76,34.24,88.21,11.79,0.46,0.95,bicubic -test_resnet.r160_in1k,160,64.6,35.4,86.96,13.04,0.47,0.95,bilinear -test_vit.r160_in1k,160,63.98,36.02,87.17,12.83,0.37,0.95,bicubic -resmlp_12_224.fb_dino,224,0.69,99.31,2.78,97.22,15.35,0.875,bicubic -resmlp_24_224.fb_dino,224,0.53,99.47,3.52,96.48,30.02,0.875,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,98.160,1.840,99.880,0.120,305.08,1.000,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,98.030,1.970,99.890,0.110,305.08,1.000,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,98.020,1.980,99.900,0.100,"1,013.01",1.000,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,97.990,2.010,99.860,0.140,"1,014.45",1.000,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,97.900,2.100,99.880,0.120,304.53,1.000,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,97.860,2.140,99.900,0.100,660.29,1.000,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,97.860,2.140,99.790,0.210,"1,013.01",1.000,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,97.860,2.140,99.770,0.230,305.08,1.000,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,97.820,2.180,99.850,0.150,304.53,1.000,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,97.820,2.180,99.830,0.170,305.08,1.000,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,97.820,2.180,99.760,0.240,429.38,1.000,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,97.810,2.190,99.860,0.140,660.29,1.000,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,97.810,2.190,99.790,0.210,305.00,1.000,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,97.770,2.230,99.890,0.110,480.31,0.960,bicubic +regnety_1280.swag_ft_in1k,384,97.770,2.230,99.860,0.140,644.81,1.000,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,97.770,2.230,99.850,0.150,119.88,1.000,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,97.770,2.230,99.850,0.150,475.32,1.000,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,97.770,2.230,99.810,0.190,305.67,1.000,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,97.770,2.230,99.810,0.190,846.47,1.000,bicubic +tf_efficientnet_l2.ns_jft_in1k_475,475,97.770,2.230,99.810,0.190,480.31,0.936,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,97.760,2.240,99.820,0.180,475.77,1.000,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,97.760,2.240,99.790,0.210,304.43,0.950,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,97.720,2.280,99.770,0.230,414.14,1.000,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,97.710,2.290,99.760,0.240,87.12,1.000,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,97.670,2.330,99.820,0.180,212.03,1.000,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,97.660,2.340,99.730,0.270,212.33,1.000,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,97.650,2.350,99.860,0.140,98.75,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,97.650,2.350,99.800,0.200,197.96,1.000,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,97.640,2.360,99.730,0.270,304.20,1.000,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.620,2.380,99.760,0.240,632.46,1.000,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,97.620,2.380,99.730,0.270,304.53,1.000,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,97.610,2.390,99.810,0.190,304.14,1.000,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,97.600,2.400,99.820,0.180,87.12,1.000,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,97.580,2.420,99.780,0.220,350.20,1.000,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,97.580,2.420,99.710,0.290,304.76,1.000,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,97.580,2.420,99.710,0.290,"1,012.56",0.900,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,97.560,2.440,99.760,0.240,119.65,1.000,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,97.550,2.450,99.780,0.220,136.50,1.000,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,97.550,2.450,99.750,0.250,136.33,1.000,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,97.530,2.470,99.790,0.210,304.14,1.000,bicubic +beit_large_patch16_224.in22k_ft_in22k_in1k,224,97.500,2.500,99.680,0.320,304.43,0.900,bicubic +convnext_xlarge.fb_in22k_ft_in1k,288,97.480,2.520,99.820,0.180,350.20,1.000,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,97.470,2.530,99.760,0.240,200.13,1.000,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.470,2.530,99.760,0.240,116.09,1.000,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,97.460,2.540,99.780,0.220,304.53,1.000,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,97.450,2.550,99.750,0.250,99.88,1.000,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,97.450,2.550,99.720,0.280,304.57,1.000,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,97.450,2.550,99.690,0.310,304.20,1.000,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,97.430,2.570,99.780,0.220,304.72,1.000,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,97.430,2.570,99.780,0.220,134.42,1.000,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,97.430,2.570,99.760,0.240,101.66,1.000,bicubic +regnety_1280.swag_lc_in1k,224,97.420,2.580,99.730,0.270,644.81,0.965,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,97.410,2.590,99.770,0.230,64.27,1.000,bicubic +regnety_320.swag_ft_in1k,384,97.390,2.610,99.760,0.240,145.05,1.000,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.390,2.610,99.740,0.260,304.20,1.000,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,97.390,2.610,99.730,0.270,200.13,1.000,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,97.390,2.610,99.690,0.310,304.57,1.000,bicubic +caformer_b36.sail_in22k_ft_in1k,224,97.380,2.620,99.830,0.170,98.75,1.000,bicubic +convnextv2_base.fcmae_ft_in22k_in1k_384,384,97.370,2.630,99.710,0.290,88.72,1.000,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,97.360,2.640,99.780,0.220,56.20,1.000,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,97.360,2.640,99.730,0.270,149.39,1.000,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,97.360,2.640,99.710,0.290,73.88,1.000,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,97.360,2.640,99.680,0.320,57.05,1.000,bicubic +beit_base_patch16_384.in22k_ft_in22k_in1k,384,97.350,2.650,99.710,0.290,86.74,1.000,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,97.340,2.660,99.800,0.200,632.05,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,288,97.340,2.660,99.760,0.240,197.96,1.000,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,97.330,2.670,99.760,0.240,93.59,0.950,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,97.330,2.670,99.750,0.250,197.77,1.000,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,97.320,2.680,99.720,0.280,116.14,1.000,bicubic +deit3_large_patch16_224.fb_in22k_ft_in1k,224,97.320,2.680,99.680,0.320,304.37,1.000,bicubic +tf_efficientnetv2_l.in21k_ft_in1k,480,97.320,2.680,99.640,0.360,118.52,1.000,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,512,97.320,2.680,99.600,0.400,208.12,1.000,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,97.310,2.690,99.780,0.220,93.59,1.000,bicubic +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,97.300,2.700,99.780,0.220,196.74,1.000,bicubic 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+tf_efficientnet_b3.aa_in1k,300,94.920,5.080,99.090,0.910,12.23,0.904,bicubic +vit_small_patch16_224.augreg_in21k_ft_in1k,224,94.910,5.090,99.270,0.730,22.05,0.900,bicubic +resnext101_32x8d.tv2_in1k,176,94.910,5.090,99.220,0.780,88.79,0.875,bilinear +convit_small.fb_in1k,224,94.910,5.090,99.130,0.870,27.78,0.875,bicubic +convnextv2_nano.fcmae_ft_in1k,224,94.910,5.090,99.000,1.000,15.62,0.875,bicubic +nfnet_l0.ra2_in1k,224,94.900,5.100,99.260,0.740,35.07,0.900,bicubic +resnetv2_50d_evos.ah_in1k,288,94.900,5.100,99.190,0.810,25.59,1.000,bicubic +tf_efficientnet_lite4.in1k,380,94.900,5.100,99.120,0.880,13.01,0.920,bilinear +regnety_032.tv2_in1k,224,94.890,5.110,99.250,0.750,19.44,0.965,bicubic +convnext_nano.d1h_in1k,288,94.890,5.110,99.130,0.870,15.59,1.000,bicubic +resnet101.a2_in1k,288,94.890,5.110,99.090,0.910,44.55,1.000,bicubic +ecaresnet50t.a1_in1k,288,94.890,5.110,99.080,0.920,25.57,1.000,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,94.890,5.110,99.080,0.920,59.88,0.875,bilinear +resnet101.tv2_in1k,224,94.890,5.110,99.030,0.970,44.55,0.965,bilinear +efficientvit_b2.r224_in1k,224,94.890,5.110,99.000,1.000,24.33,0.950,bicubic +resnet101.a1_in1k,288,94.890,5.110,99.000,1.000,44.55,1.000,bicubic +seresnext50_32x4d.racm_in1k,224,94.880,5.120,99.130,0.870,27.56,0.875,bicubic +coatnext_nano_rw_224.sw_in1k,224,94.870,5.130,99.210,0.790,14.70,0.900,bicubic +xcit_tiny_24_p8_224.fb_in1k,224,94.870,5.130,99.190,0.810,12.11,1.000,bicubic +xcit_small_12_p16_224.fb_in1k,224,94.870,5.130,99.040,0.960,26.25,1.000,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,240,94.870,5.130,99.020,0.980,14.36,0.900,bicubic +tf_efficientnet_b1.ns_jft_in1k,240,94.860,5.140,99.250,0.750,7.79,0.882,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,256,94.860,5.140,99.210,0.790,11.07,1.000,bicubic +hgnet_small.paddle_in1k,224,94.860,5.140,99.200,0.800,24.36,0.965,bicubic +resnetaa50.a1h_in1k,288,94.860,5.140,99.120,0.880,25.56,1.000,bicubic +resnet50d.ra4_e3600_r224_in1k,224,94.860,5.140,99.050,0.950,25.58,0.950,bicubic +tresnet_l.miil_in1k,224,94.860,5.140,99.030,0.970,55.99,0.875,bilinear +edgenext_small.usi_in1k,320,94.850,5.150,99.410,0.590,5.59,1.000,bicubic +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,94.840,5.160,99.280,0.720,28.29,0.900,bicubic +resnet50d.ra2_in1k,288,94.840,5.160,99.230,0.770,25.58,0.950,bicubic +vit_base_patch16_rpn_224.sw_in1k,224,94.830,5.170,99.090,0.910,86.54,0.900,bicubic +cs3darknet_focus_l.c2ns_in1k,288,94.820,5.180,99.180,0.820,21.15,0.950,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,94.820,5.180,99.090,0.910,11.07,0.950,bicubic +pit_b_224.in1k,224,94.820,5.180,98.820,1.180,73.76,0.900,bicubic +wide_resnet50_2.tv2_in1k,224,94.800,5.200,99.260,0.740,68.88,0.965,bilinear +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,94.790,5.210,99.200,0.800,14.62,1.000,bilinear +mambaout_kobe.in1k,288,94.790,5.210,99.150,0.850,9.14,1.000,bicubic +gcresnet50t.ra2_in1k,288,94.780,5.220,99.130,0.870,25.90,1.000,bicubic +swinv2_cr_tiny_ns_224.sw_in1k,224,94.780,5.220,99.130,0.870,28.33,0.900,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k,256,94.780,5.220,99.100,0.900,14.25,0.888,bicubic +vit_base_patch32_clip_224.laion2b_ft_in1k,224,94.780,5.220,99.050,0.950,88.22,0.900,bicubic +seresnet50.ra2_in1k,288,94.770,5.230,99.130,0.870,28.09,0.950,bicubic +twins_svt_small.in1k,224,94.770,5.230,99.090,0.910,24.06,0.900,bicubic +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,94.760,5.240,99.180,0.820,25.55,1.000,bilinear +convnext_tiny_hnf.a2h_in1k,224,94.760,5.240,99.170,0.830,28.59,0.950,bicubic +resnet152s.gluon_in1k,224,94.750,5.250,99.050,0.950,60.32,0.875,bicubic +lamhalobotnet50ts_256.a1h_in1k,256,94.750,5.250,98.990,1.010,22.57,0.950,bicubic +coat_mini.in1k,224,94.750,5.250,98.950,1.050,10.34,0.900,bicubic +resnet152.a2_in1k,224,94.750,5.250,98.810,1.190,60.19,0.950,bicubic +legacy_senet154.in1k,224,94.740,5.260,99.110,0.890,115.09,0.875,bilinear +regnetx_080.tv2_in1k,224,94.740,5.260,99.050,0.950,39.57,0.965,bicubic +mobilevitv2_150.cvnets_in22k_ft_in1k,256,94.740,5.260,98.920,1.080,10.59,0.888,bicubic +ecaresnet50t.ra2_in1k,256,94.730,5.270,99.080,0.920,25.57,0.875,bicubic +repvit_m3.dist_in1k,224,94.730,5.270,99.070,0.930,10.68,0.950,bicubic +xcit_tiny_12_p8_224.fb_dist_in1k,224,94.720,5.280,99.170,0.830,6.71,1.000,bicubic +poolformerv2_s36.sail_in1k,224,94.710,5.290,99.240,0.760,30.79,1.000,bicubic +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,94.710,5.290,99.240,0.760,25.03,0.875,bilinear +resnest50d_4s2x40d.in1k,224,94.710,5.290,99.140,0.860,30.42,0.875,bicubic +resnetv2_50.a1h_in1k,288,94.710,5.290,99.110,0.890,25.55,1.000,bicubic +senet154.gluon_in1k,224,94.710,5.290,98.970,1.030,115.09,0.875,bicubic +deit3_small_patch16_224.fb_in1k,224,94.710,5.290,98.730,1.270,22.06,0.900,bicubic +cs3darknet_l.c2ns_in1k,288,94.700,5.300,99.220,0.780,21.16,0.950,bicubic +pit_s_distilled_224.in1k,224,94.700,5.300,99.130,0.870,24.04,0.900,bicubic +regnetz_b16.ra3_in1k,288,94.700,5.300,99.120,0.880,9.72,1.000,bicubic +fastvit_sa12.apple_dist_in1k,256,94.700,5.300,99.070,0.930,11.58,0.900,bicubic +halonet50ts.a1h_in1k,256,94.700,5.300,98.840,1.160,22.73,0.940,bicubic +swin_tiny_patch4_window7_224.ms_in1k,224,94.690,5.310,99.100,0.900,28.29,0.900,bicubic +crossvit_15_240.in1k,240,94.690,5.310,99.080,0.920,27.53,0.875,bicubic +resnet152.a1_in1k,224,94.690,5.310,98.790,1.210,60.19,0.950,bicubic +ecaresnet50d.miil_in1k,288,94.680,5.320,99.230,0.770,25.58,0.950,bicubic +vit_relpos_small_patch16_224.sw_in1k,224,94.680,5.320,99.100,0.900,21.98,0.900,bicubic +rexnet_200.nav_in1k,224,94.680,5.320,99.090,0.910,16.37,0.875,bicubic +efficientnet_el.ra_in1k,300,94.670,5.330,99.130,0.870,10.59,0.904,bicubic +dm_nfnet_f0.dm_in1k,192,94.670,5.330,99.060,0.940,71.49,0.900,bicubic +tresnet_m.miil_in1k_448,448,94.660,5.340,99.170,0.830,31.39,0.875,bilinear +efficientnetv2_rw_t.ra2_in1k,224,94.660,5.340,99.110,0.890,13.65,1.000,bicubic +wide_resnet50_2.racm_in1k,224,94.660,5.340,99.060,0.940,68.88,0.875,bicubic +seresnext101_64x4d.gluon_in1k,224,94.660,5.340,98.980,1.020,88.23,0.875,bicubic +vit_small_patch16_384.augreg_in1k,384,94.650,5.350,99.140,0.860,22.20,1.000,bicubic +tiny_vit_5m_224.dist_in22k_ft_in1k,224,94.630,5.370,99.140,0.860,5.39,0.950,bicubic +efficientnet_b3_pruned.in1k,300,94.630,5.370,99.040,0.960,9.86,0.904,bicubic +poolformer_s36.sail_in1k,224,94.630,5.370,99.030,0.970,30.86,0.900,bicubic +resnest50d.in1k,224,94.630,5.370,99.030,0.970,27.48,0.875,bilinear +resnet50_gn.a1h_in1k,288,94.620,5.380,99.150,0.850,25.56,0.950,bicubic +twins_pcpvt_small.in1k,224,94.610,5.390,99.140,0.860,24.11,0.900,bicubic +gcresnet50t.ra2_in1k,256,94.610,5.390,98.990,1.010,25.90,0.900,bicubic +repvgg_b3.rvgg_in1k,224,94.610,5.390,98.920,1.080,123.09,0.875,bilinear +fbnetv3_g.ra2_in1k,240,94.600,5.400,99.100,0.900,16.62,0.950,bilinear +pit_s_224.in1k,224,94.600,5.400,98.930,1.070,23.46,0.900,bicubic +crossvit_small_240.in1k,240,94.590,5.410,99.110,0.890,26.86,0.875,bicubic +resnet50.tv2_in1k,224,94.590,5.410,99.090,0.910,25.56,0.965,bilinear +convnext_nano_ols.d1h_in1k,288,94.590,5.410,99.040,0.960,15.65,1.000,bicubic +fasternet_s.in1k,224,94.590,5.410,99.020,0.980,31.18,1.000,bicubic +vit_small_patch32_384.augreg_in21k_ft_in1k,384,94.580,5.420,99.140,0.860,22.92,1.000,bicubic +vit_srelpos_small_patch16_224.sw_in1k,224,94.580,5.420,99.140,0.860,21.97,0.900,bicubic +deit_small_distilled_patch16_224.fb_in1k,224,94.580,5.420,99.090,0.910,22.44,0.900,bicubic +ecaresnet50t.a2_in1k,288,94.580,5.420,99.050,0.950,25.57,1.000,bicubic +tnt_s_legacy_patch16_224.in1k,224,94.570,5.430,99.180,0.820,23.76,0.900,bicubic +resmlp_36_224.fb_distilled_in1k,224,94.570,5.430,99.170,0.830,44.69,0.875,bicubic +lambda_resnet50ts.a1h_in1k,256,94.570,5.430,98.660,1.340,21.54,0.950,bicubic +xcit_tiny_12_p16_384.fb_dist_in1k,384,94.560,5.440,99.170,0.830,6.72,1.000,bicubic +convnextv2_pico.fcmae_ft_in1k,288,94.560,5.440,99.150,0.850,9.07,0.950,bicubic +gc_efficientnetv2_rw_t.agc_in1k,224,94.560,5.440,99.060,0.940,13.68,1.000,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,94.560,5.440,99.010,0.990,8.46,0.950,bicubic +mobilevitv2_200.cvnets_in1k,256,94.560,5.440,98.980,1.020,18.45,0.888,bicubic +regnetx_032.tv2_in1k,224,94.560,5.440,98.890,1.110,15.30,0.965,bicubic +resnext50_32x4d.a1h_in1k,224,94.560,5.440,98.820,1.180,25.03,0.950,bicubic +ecaresnetlight.miil_in1k,288,94.550,5.450,99.190,0.810,30.16,0.950,bicubic +repvit_m1_1.dist_450e_in1k,224,94.550,5.450,99.080,0.920,8.80,0.950,bicubic +res2net101d.in1k,224,94.550,5.450,98.990,1.010,45.23,0.875,bilinear +resnet101.a2_in1k,224,94.550,5.450,98.900,1.100,44.55,0.950,bicubic +gernet_m.idstcv_in1k,224,94.550,5.450,98.890,1.110,21.14,0.875,bilinear +efficientnet_b1.ra4_e3600_r240_in1k,288,94.540,5.460,99.220,0.780,7.79,1.000,bicubic +resnet50.c1_in1k,288,94.530,5.470,99.070,0.930,25.56,1.000,bicubic +haloregnetz_b.ra3_in1k,224,94.520,5.480,98.960,1.040,11.68,0.940,bicubic +sehalonet33ts.ra2_in1k,256,94.520,5.480,98.780,1.220,13.69,0.940,bicubic +repvgg_b3g4.rvgg_in1k,224,94.510,5.490,99.020,0.980,83.83,0.875,bilinear +resnet50.b1k_in1k,288,94.510,5.490,99.000,1.000,25.56,1.000,bicubic +regnety_320.pycls_in1k,224,94.500,5.500,99.170,0.830,145.05,0.875,bicubic +ese_vovnet39b.ra_in1k,288,94.500,5.500,99.090,0.910,24.57,0.950,bicubic +seresnext101_32x4d.gluon_in1k,224,94.500,5.500,99.090,0.910,48.96,0.875,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,448,94.500,5.500,99.040,0.960,21.82,1.000,bicubic +gcresnext50ts.ch_in1k,288,94.500,5.500,99.000,1.000,15.67,1.000,bicubic +resnext50_32x4d.tv2_in1k,224,94.490,5.510,99.020,0.980,25.03,0.965,bilinear 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+legacy_xception.tf_in1k,299,93.650,6.350,98.760,1.240,22.86,0.897,bicubic +tf_efficientnet_b1.ap_in1k,240,93.640,6.360,98.780,1.220,7.79,0.882,bicubic +resnet33ts.ra2_in1k,256,93.640,6.360,98.760,1.240,19.68,0.900,bicubic +resnet34d.ra2_in1k,288,93.640,6.360,98.750,1.250,21.82,0.950,bicubic +resnet50.am_in1k,224,93.630,6.370,98.860,1.140,25.56,0.875,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,224,93.620,6.380,98.770,1.230,6.34,0.965,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,224,93.620,6.380,98.750,1.250,6.34,0.965,bicubic +halonet26t.a1h_in1k,256,93.620,6.380,98.640,1.360,12.48,0.950,bicubic +hgnetv2_b0.ssld_stage1_in22k_in1k,288,93.610,6.390,99.000,1.000,6.00,1.000,bicubic +regnety_040.pycls_in1k,224,93.610,6.390,98.940,1.060,20.65,0.875,bicubic +dla60_res2next.in1k,224,93.610,6.390,98.810,1.190,17.03,0.875,bilinear +tf_efficientnetv2_b2.in1k,208,93.610,6.390,98.690,1.310,10.10,0.890,bicubic +inception_v3.gluon_in1k,299,93.600,6.400,98.840,1.160,23.83,0.875,bicubic +resnet32ts.ra2_in1k,288,93.600,6.400,98.740,1.260,17.96,1.000,bicubic +resnet50s.gluon_in1k,224,93.580,6.420,98.850,1.150,25.68,0.875,bicubic +resnet32ts.ra2_in1k,256,93.580,6.420,98.730,1.270,17.96,0.900,bicubic +tf_efficientnet_cc_b1_8e.in1k,240,93.580,6.420,98.710,1.290,39.72,0.882,bicubic +repvgg_b2.rvgg_in1k,224,93.570,6.430,99.070,0.930,89.02,0.875,bilinear +res2net50_26w_6s.in1k,224,93.570,6.430,98.760,1.240,37.05,0.875,bilinear +resnet50d.gluon_in1k,224,93.570,6.430,98.710,1.290,25.58,0.875,bicubic +shvit_s4.in1k,256,93.560,6.440,98.780,1.220,16.59,0.875,bicubic +eca_halonext26ts.c1_in1k,256,93.560,6.440,98.690,1.310,10.76,0.940,bicubic +resnext50_32x4d.a3_in1k,224,93.550,6.450,98.770,1.230,25.03,0.950,bicubic +convnext_tiny.fb_in22k_ft_in1k,288,93.550,6.450,98.620,1.380,28.59,1.000,bicubic +seresnet50.a1_in1k,224,93.550,6.450,98.570,1.430,28.09,0.950,bicubic +gmlp_s16_224.ra3_in1k,224,93.540,6.460,98.780,1.220,19.42,0.875,bicubic +repghostnet_200.in1k,224,93.540,6.460,98.590,1.410,9.80,0.875,bicubic +dla102x.in1k,224,93.530,6.470,98.860,1.140,26.31,0.875,bilinear +res2net101_26w_4s.in1k,224,93.530,6.470,98.620,1.380,45.21,0.875,bilinear +pvt_v2_b1.in1k,224,93.520,6.480,98.880,1.120,14.01,0.900,bicubic +mambaout_femto.in1k,224,93.520,6.480,98.810,1.190,7.30,1.000,bicubic +coat_lite_mini.in1k,224,93.520,6.480,98.800,1.200,11.01,0.900,bicubic +resnet50.ram_in1k,224,93.520,6.480,98.600,1.400,25.56,0.875,bicubic +convnext_pico.d1_in1k,224,93.510,6.490,98.840,1.160,9.05,0.875,bicubic +cait_xxs24_224.fb_dist_in1k,224,93.510,6.490,98.780,1.220,11.96,1.000,bicubic +coat_tiny.in1k,224,93.510,6.490,98.680,1.320,5.50,0.900,bicubic +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,93.500,6.500,98.840,1.160,5.79,1.000,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,256,93.500,6.500,98.830,1.170,5.29,1.000,bicubic +fastvit_t12.apple_in1k,256,93.500,6.500,98.670,1.330,7.55,0.900,bicubic +starnet_s4.in1k,224,93.500,6.500,98.610,1.390,7.48,0.875,bicubic +regnety_032.pycls_in1k,224,93.490,6.510,98.960,1.040,19.44,0.875,bicubic +mobilevitv2_125.cvnets_in1k,256,93.480,6.520,98.840,1.160,7.48,0.888,bicubic +selecsls60b.in1k,224,93.480,6.520,98.840,1.160,32.77,0.875,bicubic +wide_resnet50_2.tv_in1k,224,93.470,6.530,98.970,1.030,68.88,0.875,bilinear +repvit_m0_9.dist_450e_in1k,224,93.470,6.530,98.880,1.120,5.49,0.950,bicubic +xception41.tf_in1k,299,93.470,6.530,98.740,1.260,26.97,0.903,bicubic +resnext50_32x4d.tv2_in1k,176,93.470,6.530,98.670,1.330,25.03,0.875,bilinear +hrnet_w18.ms_aug_in1k,224,93.460,6.540,99.000,1.000,21.30,0.950,bilinear +convnext_femto.d1_in1k,288,93.460,6.540,98.830,1.170,5.22,0.950,bicubic +vit_small_patch16_224.augreg_in1k,224,93.460,6.540,98.770,1.230,22.05,0.900,bicubic +resnet34.ra4_e3600_r224_in1k,288,93.460,6.540,98.680,1.320,21.80,1.000,bicubic +nf_regnet_b1.ra2_in1k,256,93.450,6.550,98.850,1.150,10.22,0.900,bicubic +repvit_m0_9.dist_300e_in1k,224,93.450,6.550,98.830,1.170,5.49,0.950,bicubic +lambda_resnet26rpt_256.c1_in1k,256,93.440,6.560,98.880,1.120,10.99,0.940,bicubic +lambda_resnet26t.c1_in1k,256,93.440,6.560,98.760,1.240,10.96,0.940,bicubic +resnet50.ra_in1k,224,93.430,6.570,98.830,1.170,25.56,0.875,bicubic +resmlp_24_224.fb_in1k,224,93.430,6.570,98.820,1.180,30.02,0.875,bicubic +legacy_seresnet152.in1k,224,93.420,6.580,98.850,1.150,66.82,0.875,bilinear +dla60_res2net.in1k,224,93.420,6.580,98.840,1.160,20.85,0.875,bilinear +res2net50_26w_8s.in1k,224,93.420,6.580,98.680,1.320,48.40,0.875,bilinear +ecaresnet26t.ra2_in1k,256,93.420,6.580,98.670,1.330,16.01,0.875,bicubic +convnext_femto_ols.d1_in1k,288,93.410,6.590,98.900,1.100,5.23,0.950,bicubic +legacy_seresnext50_32x4d.in1k,224,93.410,6.590,98.800,1.200,27.56,0.875,bilinear +repvgg_b1.rvgg_in1k,224,93.410,6.590,98.770,1.230,57.42,0.875,bilinear +botnet26t_256.c1_in1k,256,93.410,6.590,98.660,1.340,12.49,0.950,bicubic +hrnet_w30.ms_in1k,224,93.400,6.600,98.850,1.150,37.71,0.875,bilinear +resnet50d.a3_in1k,224,93.400,6.600,98.750,1.250,25.58,0.950,bicubic +resnet50.a1h_in1k,176,93.390,6.610,98.760,1.240,25.56,0.900,bicubic +eca_botnext26ts_256.c1_in1k,256,93.390,6.610,98.700,1.300,10.59,0.950,bicubic +xcit_nano_12_p8_384.fb_dist_in1k,384,93.380,6.620,98.880,1.120,3.05,1.000,bicubic +resnet152.a3_in1k,160,93.370,6.630,98.580,1.420,60.19,0.950,bicubic +seresnext26t_32x4d.bt_in1k,288,93.340,6.660,98.700,1.300,16.81,0.950,bicubic +repvit_m1.dist_in1k,224,93.340,6.660,98.660,1.340,5.49,0.950,bicubic +vit_base_patch16_224.augreg_in1k,224,93.340,6.660,98.640,1.360,86.57,0.900,bicubic +xcit_tiny_12_p16_224.fb_dist_in1k,224,93.330,6.670,98.760,1.240,6.72,1.000,bicubic +efficientvit_b1.r224_in1k,224,93.320,6.680,98.620,1.380,9.10,0.950,bicubic +regnetx_032.pycls_in1k,224,93.300,6.700,98.700,1.300,15.30,0.875,bicubic +pit_xs_distilled_224.in1k,224,93.290,6.710,98.790,1.210,11.00,0.900,bicubic +legacy_seresnet101.in1k,224,93.290,6.710,98.750,1.250,49.33,0.875,bilinear +dpn68b.ra_in1k,224,93.290,6.710,98.530,1.470,12.61,0.950,bicubic +resnest26d.gluon_in1k,224,93.280,6.720,98.870,1.130,17.07,0.875,bilinear +dla102.in1k,224,93.280,6.720,98.790,1.210,33.27,0.875,bilinear +resnet152.tv_in1k,224,93.270,6.730,98.750,1.250,60.19,0.875,bilinear +mixnet_l.ft_in1k,224,93.270,6.730,98.680,1.320,7.33,0.875,bicubic +cs3darknet_m.c2ns_in1k,288,93.250,6.750,98.720,1.280,9.31,0.950,bicubic +fasternet_t2.in1k,224,93.250,6.750,98.640,1.360,14.98,1.000,bicubic +fbnetv3_d.ra2_in1k,224,93.230,6.770,98.670,1.330,10.31,0.950,bilinear +tf_efficientnetv2_b1.in1k,192,93.230,6.770,98.540,1.460,8.14,0.882,bicubic +dla60x.in1k,224,93.220,6.780,98.720,1.280,17.35,0.875,bilinear +inception_v3.tf_in1k,299,93.210,6.790,98.480,1.520,23.83,0.875,bicubic +tf_efficientnet_em.in1k,240,93.200,6.800,98.680,1.320,6.90,0.882,bicubic +convnextv2_femto.fcmae_ft_in1k,224,93.190,6.810,98.870,1.130,5.23,0.875,bicubic 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+densenet169.tv_in1k,224,92.340,7.660,98.570,1.430,14.15,0.875,bicubic +convmixer_1024_20_ks9_p14.in1k,224,92.330,7.670,98.410,1.590,24.38,0.960,bicubic +resnet34.bt_in1k,288,92.320,7.680,98.640,1.360,21.80,0.950,bicubic +hardcorenas_c.miil_green_in1k,224,92.320,7.680,98.330,1.670,5.52,0.875,bilinear +tf_efficientnet_b0.in1k,224,92.300,7.700,98.550,1.450,5.29,0.875,bicubic +tf_efficientnet_lite1.in1k,240,92.300,7.700,98.520,1.480,5.42,0.882,bicubic +resnetv2_18d.ra4_e3600_r224_in1k,288,92.290,7.710,98.410,1.590,11.71,1.000,bicubic +dpn68.mx_in1k,224,92.280,7.720,98.630,1.370,12.61,0.875,bicubic +resnet50d.a3_in1k,160,92.280,7.720,98.330,1.670,25.58,0.950,bicubic +ghostnetv2_130.in1k,224,92.270,7.730,98.370,1.630,8.96,0.875,bicubic +mixnet_m.ft_in1k,224,92.270,7.730,98.370,1.630,5.01,0.875,bicubic +ghostnetv3_100.in1k,224,92.260,7.740,98.460,1.540,8.13,0.875,bicubic +tf_efficientnetv2_b0.in1k,192,92.260,7.740,98.370,1.630,7.14,0.875,bicubic 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+lcnet_075.ra2_in1k,224,87.010,12.990,96.550,3.450,2.36,0.875,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,87.000,13.000,94.020,5.980,208.20,0.875,bicubic +resnet10t.c3_in1k,224,86.710,13.290,96.730,3.270,5.44,0.950,bicubic +mobilenetv3_small_100.lamb_in1k,224,86.190,13.810,96.450,3.550,2.54,0.875,bicubic +tf_mobilenetv3_small_100.in1k,224,86.010,13.990,96.390,3.610,2.54,0.875,bilinear +repghostnet_050.in1k,224,85.560,14.440,96.110,3.890,2.31,0.875,bicubic +resnet10t.c3_in1k,176,85.490,14.510,96.290,3.710,5.44,0.875,bicubic +mnasnet_small.lamb_in1k,224,85.490,14.510,95.980,4.020,2.03,0.875,bicubic +dla46x_c.in1k,224,85.480,14.520,96.460,3.540,1.07,0.875,bilinear +tinynet_d.in1k,152,85.480,14.520,96.020,3.980,2.34,0.875,bicubic +resnet18.a3_in1k,160,85.040,14.960,95.940,4.060,11.69,0.950,bicubic +mobilenetv2_050.lamb_in1k,224,84.940,15.060,95.670,4.330,1.97,0.875,bicubic +dla46_c.in1k,224,84.740,15.260,96.210,3.790,1.30,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,256,84.670,15.330,96.140,3.860,2.24,0.950,bicubic +tf_mobilenetv3_small_075.in1k,224,84.520,15.480,95.790,4.210,2.04,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,224,84.230,15.770,95.720,4.280,2.24,0.875,bicubic +mobilenetv3_small_075.lamb_in1k,224,84.140,15.860,95.500,4.500,2.04,0.875,bicubic +efficientvit_m0.r224_in1k,224,83.340,16.660,95.630,4.370,2.35,0.875,bicubic +lcnet_050.ra2_in1k,224,83.130,16.870,94.950,5.050,1.88,0.875,bicubic +tf_mobilenetv3_small_minimal_100.in1k,224,82.640,17.360,94.990,5.010,2.04,0.875,bilinear +tinynet_e.in1k,106,79.840,20.160,94.000,6.000,2.04,0.875,bicubic +test_vit3.r160_in1k,160,79.050,20.950,93.770,6.230,0.93,0.950,bicubic +mobilenetv3_small_050.lamb_in1k,224,78.090,21.910,93.010,6.990,1.59,0.875,bicubic +test_convnext2.r160_in1k,160,75.860,24.140,92.810,7.190,0.48,0.950,bicubic +test_convnext3.r160_in1k,160,75.640,24.360,92.860,7.140,0.47,0.950,bicubic +test_convnext.r160_in1k,160,70.430,29.570,90.960,9.040,0.27,0.950,bicubic +test_nfnet.r160_in1k,160,70.180,29.820,89.870,10.130,0.38,0.950,bicubic +test_efficientnet_evos.r160_in1k,160,68.060,31.940,88.250,11.750,0.36,0.950,bicubic +test_efficientnet.r160_in1k,160,67.620,32.380,88.500,11.500,0.36,0.950,bicubic +test_byobnet.r160_in1k,160,67.520,32.480,88.710,11.290,0.46,0.950,bicubic +test_efficientnet_ln.r160_in1k,160,66.030,33.970,87.680,12.320,0.36,0.950,bicubic +test_vit2.r160_in1k,160,65.760,34.240,88.210,11.790,0.46,0.950,bicubic +test_efficientnet_gn.r160_in1k,160,65.760,34.240,87.860,12.140,0.36,0.950,bicubic +test_resnet.r160_in1k,160,64.600,35.400,86.960,13.040,0.47,0.950,bilinear +test_vit.r160_in1k,160,63.980,36.020,87.170,12.830,0.37,0.950,bicubic diff --git a/results/results-imagenet-r.csv b/results/results-imagenet-r.csv index 1f73aa8703..2a2ceed9e0 100644 --- a/results/results-imagenet-r.csv +++ b/results/results-imagenet-r.csv @@ -1,1559 +1,1557 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.8467,9.1533,97.2133,2.7867,429.38,1.0,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.6167,9.3833,97.9133,2.0867,846.47,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,90.5167,9.4833,97.2133,2.7867,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.4767,9.5233,97.2767,2.7233,305.08,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.2433,9.7567,97.1767,2.8233,305.08,1.0,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.24,9.76,96.9767,3.0233,414.14,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,89.8367,10.1633,97.0233,2.9767,1012.56,0.9,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,88.62,11.38,95.9467,4.0533,1013.01,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,88.4133,11.5867,95.6333,4.3667,1014.45,1.0,bicubic -regnety_1280.swag_ft_in1k,384,88.3133,11.6867,96.49,3.51,644.81,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,87.8333,12.1667,95.5033,4.4967,305.08,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,87.53,12.47,95.7567,4.2433,305.08,1.0,bicubic -regnety_1280.swag_lc_in1k,224,86.9433,13.0567,95.7367,4.2633,644.81,0.965,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,84.5733,15.4267,94.4067,5.5933,200.13,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,83.9633,16.0367,93.9067,6.0933,304.53,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,83.65,16.35,93.4867,6.5133,304.53,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,83.5233,16.4767,93.1533,6.8467,304.53,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,83.2733,16.7267,93.1233,6.8767,632.05,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,83.07,16.93,92.86,7.14,632.46,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,82.9633,17.0367,92.6567,7.3433,632.05,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,82.74,17.26,92.88,7.12,304.57,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,82.3967,17.6033,92.9667,7.0333,304.2,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,82.28,17.72,92.4367,7.5633,200.13,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,81.6967,18.3033,92.24,7.76,304.2,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,81.4667,18.5333,92.0567,7.9433,200.13,1.0,bicubic -regnety_320.swag_lc_in1k,224,81.46,18.54,93.3133,6.6867,145.05,0.965,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,81.3,18.7,91.5367,8.4633,304.14,1.0,bicubic -regnety_320.swag_ft_in1k,384,81.29,18.71,92.7267,7.2733,145.05,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,81.22,18.78,91.5767,8.4233,304.57,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,80.99,19.01,91.9433,8.0567,200.13,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.0933,19.9067,89.3333,10.6667,304.53,1.0,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,79.5167,20.4833,89.24,10.76,468.53,0.875,bilinear -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,78.8967,21.1033,88.46,11.54,194.03,0.875,bilinear -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,78.7267,21.2733,89.0,11.0,304.2,1.0,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,78.51,21.49,88.3233,11.6767,304.14,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.5033,21.4967,88.54,11.46,304.53,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.2933,21.7067,88.7867,11.2133,304.2,1.0,bicubic -regnety_160.swag_lc_in1k,224,78.2333,21.7667,91.7033,8.2967,83.59,0.965,bicubic -regnety_160.swag_ft_in1k,384,77.7167,22.2833,90.7133,9.2867,83.59,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.5333,22.4667,89.3233,10.6767,87.12,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.4233,22.5767,88.4233,11.5767,87.12,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,76.35,23.65,88.5167,11.4833,480.31,0.936,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.31,23.69,87.05,12.95,304.43,0.95,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,76.2167,23.7833,87.73,12.27,194.03,0.875,bilinear -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,75.97,24.03,86.6167,13.3833,660.29,1.0,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,75.8833,24.1167,86.24,13.76,88.79,0.875,bilinear -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,75.84,24.16,86.9333,13.0667,660.29,1.0,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.5733,24.4267,87.0467,12.9533,88.79,0.875,bilinear -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,75.2033,24.7967,88.48,11.52,88.59,1.0,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,75.1633,24.8367,88.52,11.48,88.59,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,74.59,25.41,87.4833,12.5167,480.31,0.96,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,73.7033,26.2967,87.3033,12.6967,88.59,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,73.4467,26.5533,87.2,12.8,88.59,1.0,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,73.1867,26.8133,84.8067,15.1933,305.0,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,73.0467,26.9533,84.9367,15.0633,305.67,1.0,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,72.7033,27.2967,85.1933,14.8067,44.18,0.875,bilinear -maxvit_xlarge_tf_512.in21k_ft_in1k,512,71.9033,28.0967,83.03,16.97,475.77,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,71.7767,28.2233,82.8133,17.1867,475.32,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,71.17,28.83,83.1533,16.8467,136.5,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,71.0267,28.9733,83.3467,16.6533,304.43,0.9,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.8433,29.1567,82.2067,17.7933,632.13,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,70.83,29.17,82.6567,17.3433,136.33,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,70.62,29.38,82.4033,17.5967,304.76,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,70.5967,29.4033,83.7033,16.2967,86.86,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,70.44,29.56,83.4133,16.5867,304.43,0.95,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,70.4333,29.5667,81.62,18.38,119.88,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,70.4333,29.5667,82.4133,17.5867,98.75,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,70.3567,29.6433,81.66,18.34,212.33,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,70.0067,29.9933,80.9967,19.0033,212.03,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,69.7267,30.2733,81.2,18.8,304.37,1.0,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,69.5967,30.4033,80.7167,19.2833,119.65,1.0,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,69.1067,30.8933,82.93,17.07,25.03,0.875,bilinear -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.9667,31.0333,79.8767,20.1233,116.14,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,68.92,31.08,81.0233,18.9767,136.06,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,68.7033,31.2967,82.3967,17.6033,86.57,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,68.53,31.47,80.9867,19.0133,197.96,1.0,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,68.38,31.62,83.3867,16.6133,25.56,0.875,bilinear -caformer_b36.sail_in22k_ft_in1k,224,68.3267,31.6733,80.65,19.35,98.75,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,68.07,31.93,81.84,18.16,75.26,0.965,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.01,31.99,80.62,19.38,116.09,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,67.98,32.02,79.9233,20.0767,134.42,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,67.78,32.22,80.1267,19.8733,350.2,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,67.7267,32.2733,81.73,18.27,75.26,0.965,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,67.5867,32.4133,81.0033,18.9967,39.57,0.965,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,67.5267,32.4733,80.1467,19.8533,196.74,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,67.2633,32.7367,81.7867,18.2133,86.86,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,67.21,32.79,80.5333,19.4667,39.57,0.965,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,67.1233,32.8767,78.72,21.28,304.72,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,67.0233,32.9767,81.0867,18.9133,66.35,0.949,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,67.0033,32.9967,79.72,20.28,88.72,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,66.9967,33.0033,80.2367,19.7633,101.66,1.0,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,66.5167,33.4833,78.2733,21.7267,73.88,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,66.51,33.49,79.4267,20.5733,197.77,1.0,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,66.4933,33.5067,80.9367,19.0633,86.66,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,66.4633,33.5367,78.9933,21.0067,99.88,1.0,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,66.34,33.66,77.8567,22.1433,116.14,0.95,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,66.3267,33.6733,78.9633,21.0367,134.13,0.95,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,66.3133,33.6867,80.46,19.54,75.26,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,66.2533,33.7467,80.5033,19.4967,75.26,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,66.0233,33.9767,78.9633,21.0367,197.96,0.875,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,65.96,34.04,79.2433,20.7567,196.74,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,65.9267,34.0733,78.6833,21.3167,86.86,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,65.8833,34.1167,80.87,19.13,86.57,0.9,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,65.7467,34.2533,78.8367,21.1633,86.53,0.9,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,65.57,34.43,79.9767,20.0233,86.66,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,65.5233,34.4767,78.8633,21.1367,87.92,1.0,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,65.5067,34.4933,78.44,21.56,196.74,0.9,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,65.4633,34.5367,79.46,20.54,43.04,0.942,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,65.34,34.66,78.41,21.59,56.2,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,65.3067,34.6933,78.5333,21.4667,101.66,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,65.2733,34.7267,77.95,22.05,99.88,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.2467,34.7533,78.41,21.59,64.27,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,65.22,34.78,78.8833,21.1167,86.86,0.95,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,65.0733,34.9267,77.69,22.31,350.2,0.875,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,64.9667,35.0333,77.69,22.31,672.78,0.9,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,64.8267,35.1733,79.21,20.79,57.87,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,64.8,35.2,78.5833,21.4167,101.66,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,64.76,35.24,77.8467,22.1533,350.2,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,64.7433,35.2567,78.1767,21.8233,88.59,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,64.7333,35.2667,77.6967,22.3033,86.57,0.95,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,64.6633,35.3367,78.1733,21.8267,197.96,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,64.61,35.39,78.2533,21.7467,88.72,0.875,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,64.57,35.43,79.0167,20.9833,39.57,1.0,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,64.3667,35.6333,76.2733,23.7267,304.33,0.9,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,64.2633,35.7367,78.3433,21.6567,39.57,1.0,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,64.1667,35.8333,75.9167,24.0833,329.09,1.0,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,63.9467,36.0533,77.4533,22.5467,116.09,0.95,bicubic -hgnet_base.ssld_in1k,224,63.9433,36.0567,76.79,23.21,71.58,0.965,bicubic -convnext_large.fb_in22k_ft_in1k,288,63.94,36.06,77.3233,22.6767,197.77,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,63.8433,36.1567,77.2667,22.7333,197.77,0.875,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,63.7333,36.2667,78.06,21.94,196.53,0.9,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,63.6,36.4,78.4867,21.5133,44.82,1.0,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,63.56,36.44,76.5367,23.4633,149.39,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,224,63.4833,36.5167,76.5767,23.4233,77.47,0.95,bilinear -beit_base_patch16_384.in22k_ft_in22k_in1k,384,63.41,36.59,77.8433,22.1567,86.74,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k,224,63.3667,36.6333,76.7367,23.2633,56.2,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,63.29,36.71,76.7967,23.2033,64.11,0.95,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,63.1667,36.8333,77.0733,22.9267,88.72,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,224,63.0833,36.9167,76.2433,23.7567,660.29,0.875,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,63.0467,36.9533,77.2233,22.7767,39.3,1.0,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,63.0233,36.9767,77.7333,22.2667,87.9,1.0,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.02,36.98,76.7767,23.2233,87.92,0.9,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,63.0067,36.9933,76.6967,23.3033,86.57,0.95,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,62.8833,37.1167,77.71,22.29,30.39,0.934,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,62.6767,37.3233,75.6033,24.3967,86.88,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,62.4133,37.5867,76.73,23.27,118.52,1.0,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.41,37.59,76.6133,23.3867,86.58,0.9,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,62.3933,37.6067,76.6067,23.3933,118.52,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,62.35,37.65,75.0,25.0,73.88,0.95,bicubic -convnext_base.fb_in22k_ft_in1k,288,62.2433,37.7567,76.1767,23.8233,88.59,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,62.2333,37.7667,75.6767,24.3233,86.58,0.9,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,62.1933,37.8067,75.4133,24.5867,208.12,1.0,bicubic -hgnet_base.ssld_in1k,288,62.14,37.86,75.25,24.75,71.58,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,62.1267,37.8733,75.6067,24.3933,208.12,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,288,62.0367,37.9633,75.2733,24.7267,77.47,1.0,bilinear -nextvit_large.bd_ssld_6m_in1k,224,61.9267,38.0733,76.8067,23.1933,57.87,0.95,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,61.9167,38.0833,74.7167,25.2833,86.59,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,224,61.7833,38.2167,75.82,24.18,88.59,0.875,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,61.7733,38.2267,75.25,24.75,57.05,1.0,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,61.4867,38.5133,76.0,24.0,86.53,0.9,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,61.4733,38.5267,74.5733,25.4267,64.11,0.95,bicubic -convnextv2_huge.fcmae_ft_in1k,288,61.26,38.74,74.42,25.58,660.29,1.0,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,61.2433,38.7567,74.6733,25.3267,60.6,1.0,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,61.2,38.8,73.9267,26.0733,73.87,0.95,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,61.1067,38.8933,76.0633,23.9367,19.34,0.922,bicubic -maxvit_base_tf_512.in1k,512,61.0267,38.9733,73.9767,26.0233,119.88,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k,224,60.91,39.09,74.46,25.54,57.05,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k,224,60.79,39.21,76.34,23.66,44.82,0.95,bicubic -caformer_s36.sail_in22k_ft_in1k,224,60.69,39.31,75.0633,24.9367,39.3,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,60.3933,39.6067,75.7033,24.2967,31.76,1.0,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,60.3033,39.6967,73.7333,26.2667,88.3,1.0,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,60.29,39.71,73.1867,26.8133,213.74,0.9,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,60.2633,39.7367,75.1067,24.8933,54.14,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,60.2,39.8,75.0033,24.9967,54.14,1.0,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,60.1867,39.8133,73.8467,26.1533,86.86,1.0,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,60.1633,39.8367,75.38,24.62,86.53,0.9,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,60.12,39.88,73.3167,26.6833,88.34,1.0,bicubic -hgnet_small.ssld_in1k,224,60.01,39.99,75.16,24.84,24.36,0.965,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,59.9267,40.0733,74.2667,25.7333,50.22,1.0,bicubic -maxvit_large_tf_512.in1k,512,59.88,40.12,72.7967,27.2033,212.33,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,59.8667,40.1333,73.8567,26.1433,40.01,1.0,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,59.56,40.44,74.6567,25.3433,21.27,1.0,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,59.5167,40.4833,74.9067,25.0933,19.8,0.965,bicubic -convnextv2_large.fcmae_ft_in1k,224,59.46,40.54,74.0233,25.9767,197.96,0.875,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,59.3133,40.6867,73.9267,26.0733,87.77,0.9,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,59.2233,40.7767,73.6767,26.3233,86.57,0.9,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,59.18,40.82,72.97,27.03,93.59,0.95,bicubic -maxvit_base_tf_384.in1k,384,59.1667,40.8333,71.7067,28.2933,119.65,1.0,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,59.01,40.99,73.87,26.13,88.22,0.9,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,58.9667,41.0333,72.7133,27.2867,93.59,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,58.96,41.04,72.72,27.28,60.4,0.95,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,58.9333,41.0667,73.9633,26.0367,21.23,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k,224,58.8867,41.1133,72.8433,27.1567,40.01,1.0,bicubic -volo_d5_512.sail_in1k,512,58.7733,41.2267,73.1267,26.8733,296.09,1.15,bicubic -volo_d5_448.sail_in1k,448,58.6933,41.3067,72.9867,27.0133,295.91,1.15,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,58.6933,41.3067,71.86,28.14,328.99,0.9,bicubic -convnext_small.in12k_ft_in1k_384,384,58.6367,41.3633,72.6433,27.3567,50.22,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k,224,58.5867,41.4133,74.2267,25.7733,31.76,0.95,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,58.56,41.44,73.2667,26.7333,88.3,0.95,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,58.4433,41.5567,73.0267,26.9733,22.13,1.0,bicubic -maxvit_large_tf_384.in1k,384,58.4167,41.5833,71.1133,28.8867,212.03,1.0,bicubic -efficientvit_l3.r384_in1k,384,58.3433,41.6567,72.7033,27.2967,246.04,1.0,bicubic -deit3_large_patch16_384.fb_in1k,384,58.3233,41.6767,72.9533,27.0467,304.76,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,58.2833,41.7167,71.9733,28.0267,304.2,0.9,bicubic -hgnet_small.ssld_in1k,288,58.23,41.77,73.7533,26.2467,24.36,1.0,bicubic -vit_large_patch16_rope_224.naver_in1k,224,58.2133,41.7867,71.95,28.05,304.17,0.9,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,58.1667,41.8333,72.2367,27.7633,304.4,0.9,bicubic -deit3_huge_patch14_224.fb_in1k,224,58.11,41.89,72.0633,27.9367,632.13,0.9,bicubic -convnextv2_large.fcmae_ft_in1k,288,58.0633,41.9367,72.56,27.44,197.96,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.97,42.03,71.6167,28.3833,93.59,0.875,bicubic -tf_efficientnet_b8.ap_in1k,672,57.8733,42.1267,72.9367,27.0633,87.41,0.954,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,57.8533,42.1467,71.7333,28.2667,186.27,1.0,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,57.82,42.18,72.12,27.88,304.37,0.9,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,57.6767,42.3233,71.3767,28.6233,93.59,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,288,57.6033,42.3967,72.4967,27.5033,50.22,1.0,bicubic -efficientvit_l3.r320_in1k,320,57.5967,42.4033,71.5567,28.4433,246.04,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,57.55,42.45,72.9133,27.0867,19.8,0.965,bicubic -efficientvit_l3.r224_in1k,224,57.53,42.47,71.3633,28.6367,246.04,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,57.5,42.5,71.5967,28.4033,60.4,0.95,bicubic -mvitv2_large.fb_in1k,224,57.4967,42.5033,70.76,29.24,217.99,0.9,bicubic -cait_m48_448.fb_dist_in1k,448,57.4333,42.5667,71.7867,28.2133,356.46,1.0,bicubic -cait_m36_384.fb_dist_in1k,384,57.4167,42.5833,72.3133,27.6867,271.22,1.0,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,57.4,42.6,72.4267,27.5733,12.23,0.904,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,57.39,42.61,73.29,26.71,16.29,0.965,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,57.34,42.66,72.96,27.04,19.8,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,224,57.3033,42.6967,72.4967,27.5033,50.22,0.875,bicubic -volo_d4_448.sail_in1k,448,57.2767,42.7233,71.4233,28.5767,193.41,1.15,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,57.16,42.84,72.5533,27.4467,21.2,0.95,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,57.0367,42.9633,71.3367,28.6633,88.22,0.9,bicubic -efficientvit_l3.r256_in1k,256,57.0033,42.9967,70.7467,29.2533,246.04,1.0,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,56.9667,43.0333,72.9267,27.0733,16.29,0.965,bicubic -maxvit_small_tf_512.in1k,512,56.9467,43.0533,70.9533,29.0467,69.13,1.0,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,56.86,43.14,70.68,29.32,86.57,0.9,bicubic -convnext_small.in12k_ft_in1k,224,56.75,43.25,71.06,28.94,50.22,0.95,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,56.6867,43.3133,69.76,30.24,38.85,1.0,bicubic -efficientvit_l2.r288_in1k,288,56.5433,43.4567,70.11,29.89,63.71,1.0,bicubic -deit3_large_patch16_224.fb_in1k,224,56.4833,43.5167,70.4633,29.5367,304.37,0.9,bicubic -rdnet_large.nv_in1k,224,56.3933,43.6067,70.0,30.0,186.27,0.9,bicubic -volo_d5_224.sail_in1k,224,56.3833,43.6167,70.6867,29.3133,295.46,0.96,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,56.3733,43.6267,71.2467,28.7533,188.93,1.0,bicubic -hgnet_tiny.ssld_in1k,224,56.34,43.66,71.98,28.02,14.74,0.965,bicubic -flexivit_large.1200ep_in1k,240,56.26,43.74,71.5933,28.4067,304.36,0.95,bicubic -dm_nfnet_f5.dm_in1k,416,56.2567,43.7433,70.1,29.9,377.21,0.954,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,56.07,43.93,71.7933,28.2067,28.64,1.0,bicubic -flexivit_large.600ep_in1k,240,56.06,43.94,71.2133,28.7867,304.36,0.95,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,55.9967,44.0033,70.6867,29.3133,188.93,1.0,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,55.9633,44.0367,70.3467,29.6533,38.88,0.95,bicubic -dm_nfnet_f6.dm_in1k,448,55.9067,44.0933,69.86,30.14,438.36,0.956,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,55.8667,44.1333,71.2767,28.7233,26.34,1.0,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,55.8467,44.1533,72.2033,27.7967,88.22,0.9,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,55.7267,44.2733,70.9967,29.0033,39.03,0.95,bicubic -efficientvit_l2.r384_in1k,384,55.72,44.28,69.9033,30.0967,63.71,1.0,bicubic -flexivit_large.300ep_in1k,240,55.6967,44.3033,70.7,29.3,304.36,0.95,bicubic -regnety_160.sw_in12k_ft_in1k,224,55.66,44.34,69.9967,30.0033,83.59,0.95,bicubic -convnext_small.in12k_ft_in1k,288,55.6433,44.3567,70.5967,29.4033,50.22,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,224,55.62,44.38,69.7367,30.2633,83.59,0.95,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,55.57,44.43,68.9733,31.0267,69.9,0.9,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,55.38,44.62,71.0467,28.9533,19.8,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,224,55.2867,44.7133,69.7967,30.2033,21.3,0.95,bilinear -hgnetv2_b3.ssld_stage2_ft_in1k,288,55.09,44.91,71.2533,28.7467,16.29,1.0,bicubic -caformer_b36.sail_in1k_384,384,55.04,44.96,67.98,32.02,98.75,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,54.9867,45.0133,70.0,30.0,26.77,1.0,bicubic -caformer_m36.sail_in1k_384,384,54.9467,45.0533,68.3667,31.6333,56.2,1.0,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,54.87,45.13,69.9233,30.0767,189.1,1.0,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,54.8433,45.1567,70.83,29.17,49.61,0.9,bicubic -volo_d4_224.sail_in1k,224,54.71,45.29,68.8267,31.1733,192.96,0.96,bicubic -dm_nfnet_f4.dm_in1k,384,54.6933,45.3067,68.94,31.06,316.07,0.951,bicubic -maxvit_tiny_tf_512.in1k,512,54.6467,45.3533,68.8867,31.1133,31.05,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,54.59,45.41,68.3767,31.6233,22.21,1.0,bicubic -efficientvit_l2.r224_in1k,224,54.58,45.42,67.9467,32.0533,63.71,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,54.5767,45.4233,70.59,29.41,11.22,0.965,bicubic -hgnet_tiny.ssld_in1k,288,54.5567,45.4433,70.5167,29.4833,14.74,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,224,54.5367,45.4633,68.9167,31.0833,88.72,0.875,bicubic -caformer_s36.sail_in1k_384,384,54.53,45.47,68.6467,31.3533,39.3,1.0,bicubic -regnetz_e8.ra3_in1k,256,54.5267,45.4733,68.4467,31.5533,57.7,0.94,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,54.48,45.52,70.9233,29.0767,16.29,1.0,bicubic -tf_efficientnetv2_l.in1k,384,54.4367,45.5633,68.54,31.46,118.52,1.0,bicubic -dm_nfnet_f5.dm_in1k,544,54.39,45.61,68.57,31.43,377.21,0.954,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.3867,45.6133,69.5033,30.4967,98.95,1.0,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,54.38,45.62,68.74,31.26,86.44,0.9,bicubic -dm_nfnet_f3.dm_in1k,320,54.3633,45.6367,68.4733,31.5267,254.92,0.94,bicubic -maxvit_small_tf_384.in1k,384,54.34,45.66,68.1667,31.8333,69.02,1.0,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,54.2967,45.7033,68.9633,31.0367,189.1,1.0,bicubic -efficientvit_l2.r256_in1k,256,54.29,45.71,67.8733,32.1267,63.71,1.0,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,54.2767,45.7233,69.8233,30.1767,30.39,1.0,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,54.2533,45.7467,68.2767,31.7233,86.59,0.9,bicubic -inception_next_base.sail_in1k_384,384,54.2367,45.7633,68.4867,31.5133,86.67,1.0,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,54.2167,45.7833,70.2733,29.7267,936.53,1.0,bilinear -efficientnetv2_rw_m.agc_in1k,320,54.1967,45.8033,69.0367,30.9633,53.24,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,288,54.16,45.84,68.86,31.14,83.59,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k,224,54.1167,45.8833,69.6733,30.3267,26.34,1.0,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,54.0933,45.9067,68.7867,31.2133,36.47,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,54.0867,45.9133,68.8733,31.1267,83.59,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,54.0267,45.9733,68.06,31.94,94.45,0.95,bicubic -tf_efficientnet_b5.ap_in1k,456,53.9433,46.0567,69.23,30.77,30.39,0.934,bicubic -regnety_120.sw_in12k_ft_in1k,224,53.9367,46.0633,68.8733,31.1267,51.82,0.95,bicubic -volo_d3_448.sail_in1k,448,53.9333,46.0667,67.95,32.05,86.63,1.0,bicubic -caformer_b36.sail_in1k,224,53.9267,46.0733,66.6067,33.3933,98.75,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,53.7633,46.2367,69.2733,30.7267,45.88,1.0,bicubic -dm_nfnet_f6.dm_in1k,576,53.66,46.34,68.1833,31.8167,438.36,0.956,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,53.66,46.34,68.3033,31.6967,84.32,1.0,bicubic -tf_efficientnet_b6.ap_in1k,528,53.6067,46.3933,68.57,31.43,43.04,0.942,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,53.5867,46.4133,69.1767,30.8233,38.86,0.95,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,53.53,46.47,69.82,30.18,11.22,0.965,bicubic -cait_s36_384.fb_dist_in1k,384,53.52,46.48,68.01,31.99,68.37,1.0,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,53.4967,46.5033,70.3633,29.6367,9.11,0.89,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,53.4833,46.5167,68.3033,31.6967,34.36,0.95,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,53.4467,46.5533,67.5633,32.4367,94.45,1.0,bicubic -deit3_base_patch16_384.fb_in1k,384,53.44,46.56,67.59,32.41,86.88,1.0,bicubic -deit3_base_patch16_224.fb_in1k,224,53.4333,46.5667,67.5733,32.4267,86.59,0.9,bicubic -dm_nfnet_f3.dm_in1k,416,53.43,46.57,67.5833,32.4167,254.92,0.94,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,53.4267,46.5733,68.5867,31.4133,32.59,0.95,bicubic -convnext_large.fb_in1k,224,53.4133,46.5867,68.0667,31.9333,197.77,0.875,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,53.4033,46.5967,68.15,31.85,88.3,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,53.39,46.61,67.78,32.22,88.72,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k,224,53.39,46.61,68.6233,31.3767,26.77,1.0,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,53.39,46.61,68.1067,31.8933,86.59,0.9,bicubic -vit_base_patch16_rope_224.naver_in1k,224,53.3767,46.6233,67.6533,32.3467,86.43,0.9,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,53.3367,46.6633,68.0967,31.9033,84.32,1.0,bicubic -tf_efficientnet_b7.ap_in1k,600,53.3133,46.6867,68.9067,31.0933,66.35,0.949,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,53.2733,46.7267,69.3133,30.6867,28.64,0.875,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,53.2733,46.7267,69.13,30.87,21.46,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,288,53.26,46.74,68.1467,31.8533,21.3,1.0,bilinear -maxvit_base_tf_224.in1k,224,53.2567,46.7433,66.2133,33.7867,119.47,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,53.2567,46.7433,69.07,30.93,21.46,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,53.2367,46.7633,68.1033,31.8967,84.4,1.0,bicubic -tf_efficientnetv2_l.in1k,480,53.1933,46.8067,67.8667,32.1333,118.52,1.0,bicubic -tf_efficientnet_b8.ra_in1k,672,53.1633,46.8367,68.9533,31.0467,87.41,0.954,bicubic -convnext_large.fb_in1k,288,53.14,46.86,67.82,32.18,197.77,1.0,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,53.14,46.86,67.5067,32.4933,51.52,0.9,bicubic -tf_efficientnet_b4.ap_in1k,380,53.1133,46.8867,68.3,31.7,19.34,0.922,bicubic -regnetz_e8.ra3_in1k,320,53.06,46.94,67.1833,32.8167,57.7,1.0,bicubic -maxvit_large_tf_224.in1k,224,53.01,46.99,65.4333,34.5667,211.79,0.95,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,52.9533,47.0467,68.0,32.0,33.44,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,52.9433,47.0567,68.25,31.75,32.59,1.0,bicubic -convnext_tiny.in12k_ft_in1k_384,384,52.89,47.11,68.4,31.6,28.59,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,52.8733,47.1267,69.1833,30.8167,34.81,0.95,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,52.8133,47.1867,68.28,31.72,45.88,1.0,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,52.7867,47.2133,66.4233,33.5767,41.72,0.95,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,52.77,47.23,66.85,33.15,22.06,1.0,bicubic -rdnet_small.nv_in1k,224,52.7533,47.2467,67.4233,32.5767,50.44,0.9,bicubic -volo_d3_224.sail_in1k,224,52.6767,47.3233,66.2933,33.7067,86.33,0.96,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,52.6733,47.3267,67.7633,32.2367,32.59,0.95,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,52.6533,47.3467,66.68,33.32,86.48,0.95,bicubic -rdnet_base.nv_in1k,224,52.6467,47.3533,66.86,33.14,87.45,0.9,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,52.6233,47.3767,66.7133,33.2867,88.83,0.95,bicubic -maxvit_tiny_tf_384.in1k,384,52.6067,47.3933,66.7367,33.2633,30.98,1.0,bicubic -efficientvit_l1.r224_in1k,224,52.5467,47.4533,65.69,34.31,52.65,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,288,52.4833,47.5167,67.52,32.48,51.82,1.0,bicubic -dm_nfnet_f4.dm_in1k,512,52.3967,47.6033,66.9133,33.0867,316.07,0.951,bicubic -efficientnetv2_rw_m.agc_in1k,416,52.36,47.64,67.2367,32.7633,53.24,1.0,bicubic -tf_efficientnet_b7.ra_in1k,600,52.3467,47.6533,68.2,31.8,66.35,0.949,bicubic -tf_efficientnetv2_m.in1k,384,52.33,47.67,67.0867,32.9133,54.14,1.0,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,52.33,47.67,66.1967,33.8033,63.95,0.95,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,52.3133,47.6867,66.8467,33.1533,47.63,1.0,bicubic -inception_next_base.sail_in1k,224,52.2933,47.7067,65.8433,34.1567,86.67,0.95,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,52.26,47.74,70.47,29.53,11.69,0.875,bilinear -xcit_medium_24_p16_224.fb_dist_in1k,224,52.2333,47.7667,66.8867,33.1133,84.4,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,52.23,47.77,67.1233,32.8767,32.59,1.0,bicubic -convformer_b36.sail_in1k_384,384,52.2067,47.7933,66.3533,33.6467,99.88,1.0,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,52.2,47.8,67.72,32.28,87.63,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,52.1967,47.8033,68.8033,31.1967,11.22,1.0,bicubic -convformer_m36.sail_in1k_384,384,52.1667,47.8333,65.93,34.07,57.05,1.0,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,52.1633,47.8367,66.73,33.27,47.63,1.0,bicubic -nextvit_large.bd_in1k_384,384,52.14,47.86,67.4467,32.5533,57.87,1.0,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,52.0733,47.9267,66.8733,33.1267,28.59,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,52.07,47.93,68.8333,31.1667,236.34,1.0,bicubic -ecaresnet269d.ra2_in1k,320,52.05,47.95,66.5233,33.4767,102.09,0.95,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,52.0367,47.9633,66.0733,33.9267,86.48,1.0,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,51.9133,48.0867,68.4267,31.5733,129.14,0.875,bicubic -convformer_s36.sail_in1k_384,384,51.89,48.11,66.1033,33.8967,40.01,1.0,bicubic -fastvit_ma36.apple_dist_in1k,256,51.88,48.12,67.0267,32.9733,44.07,0.95,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,51.87,48.13,66.3167,33.6833,47.67,1.0,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,51.82,48.18,69.36,30.64,236.34,1.0,bilinear -mambaout_base_short_rw.sw_e500_in1k,288,51.7633,48.2367,65.84,34.16,88.83,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,51.75,48.25,67.7267,32.2733,28.64,1.0,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,51.74,48.26,65.84,34.16,86.43,0.95,bicubic -cait_s24_384.fb_dist_in1k,384,51.73,48.27,66.3167,33.6833,47.06,1.0,bicubic -caformer_m36.sail_in1k,224,51.6733,48.3267,64.4733,35.5267,56.2,1.0,bicubic -caformer_s36.sail_in1k,224,51.6533,48.3467,64.88,35.12,39.3,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,51.64,48.36,67.7167,32.2833,28.59,0.95,bicubic -regnety_2560.seer_ft_in1k,384,51.6133,48.3867,68.1167,31.8833,1282.6,1.0,bicubic -ecaresnet269d.ra2_in1k,352,51.5933,48.4067,66.0733,33.9267,102.09,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,51.5933,48.4067,67.84,32.16,34.81,1.0,bicubic -regnetz_040_h.ra3_in1k,256,51.57,48.43,66.56,33.44,28.94,1.0,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,51.5567,48.4433,65.23,34.77,86.54,0.875,bilinear -tf_efficientnetv2_m.in1k,480,51.5067,48.4933,66.63,33.37,54.14,1.0,bicubic -mvitv2_base.fb_in1k,224,51.4733,48.5267,65.6233,34.3767,51.47,0.9,bicubic -davit_small.msft_in1k,224,51.4367,48.5633,66.43,33.57,49.75,0.95,bicubic -repvit_m2_3.dist_450e_in1k,224,51.4333,48.5667,66.8033,33.1967,23.69,0.95,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,51.43,48.57,66.8367,33.1633,33.44,1.0,bicubic -coat_lite_medium_384.in1k,384,51.4133,48.5867,65.68,34.32,44.57,1.0,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,51.4033,48.5967,65.6767,34.3233,37.76,0.95,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,51.3933,48.6067,65.9033,34.0967,37.76,0.95,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,51.3567,48.6433,65.7267,34.2733,38.74,0.95,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,51.3533,48.6467,68.0467,31.9533,11.22,1.0,bicubic -edgenext_base.in21k_ft_in1k,320,51.34,48.66,65.76,34.24,18.51,1.0,bicubic -mambaout_small_rw.sw_e450_in1k,224,51.34,48.66,65.6533,34.3467,48.5,1.0,bicubic -caformer_s18.sail_in1k_384,384,51.3033,48.6967,65.68,34.32,26.34,1.0,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,51.29,48.71,65.0167,34.9833,64.9,0.9,bicubic -maxvit_small_tf_224.in1k,224,51.2833,48.7167,65.3933,34.6067,68.93,0.95,bicubic -davit_base.msft_in1k,224,51.27,48.73,65.2067,34.7933,87.95,0.95,bicubic -convnext_tiny.in12k_ft_in1k,288,51.2633,48.7367,66.9467,33.0533,28.59,1.0,bicubic -convnext_base.fb_in1k,224,51.25,48.75,66.12,33.88,88.59,0.875,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,51.1467,48.8533,65.8867,34.1133,26.21,1.0,bicubic -convformer_b36.sail_in1k,224,51.11,48.89,64.2933,35.7067,99.88,1.0,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,51.05,48.95,65.3867,34.6133,86.86,1.0,bicubic -fasternet_l.in1k,224,51.0467,48.9533,66.42,33.58,93.47,1.0,bicubic -convnext_base.fb_in1k,288,51.03,48.97,65.8167,34.1833,88.59,1.0,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,51.0133,48.9867,64.75,35.25,60.23,0.95,bicubic -convformer_m36.sail_in1k,224,51.0033,48.9967,63.6367,36.3633,57.05,1.0,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,50.9833,49.0167,66.42,33.58,28.59,0.875,bicubic -seresnextaa101d_32x8d.ah_in1k,224,50.9367,49.0633,65.1667,34.8333,93.59,0.95,bicubic -nextvit_large.bd_in1k,224,50.91,49.09,66.0333,33.9667,57.87,0.95,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,50.8233,49.1767,65.6767,34.3233,37.76,1.0,bicubic -volo_d2_384.sail_in1k,384,50.8067,49.1933,65.5667,34.4333,58.87,1.0,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,50.7967,49.2033,67.8867,32.1133,7.79,0.882,bicubic -convformer_s36.sail_in1k,224,50.7933,49.2067,64.0533,35.9467,40.01,1.0,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,50.7433,49.2567,65.0467,34.9533,47.67,1.0,bicubic -flexivit_base.1200ep_in1k,240,50.73,49.27,65.12,34.88,86.59,0.95,bicubic -eca_nfnet_l2.ra3_in1k,320,50.7267,49.2733,65.8333,34.1667,56.72,0.9,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,50.7167,49.2833,65.4167,34.5833,37.76,1.0,bicubic -efficientnet_b4.ra2_in1k,320,50.71,49.29,65.99,34.01,19.34,0.875,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,50.7,49.3,65.2167,34.7833,22.52,0.95,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,50.6933,49.3067,66.8967,33.1033,11.0,0.95,bicubic -convformer_s18.sail_in1k_384,384,50.67,49.33,65.64,34.36,26.77,1.0,bicubic -repvit_m2_3.dist_300e_in1k,224,50.6567,49.3433,66.6767,33.3233,23.69,0.95,bicubic -regnetz_040.ra3_in1k,256,50.6267,49.3733,65.2333,34.7667,27.12,1.0,bicubic -edgenext_base.in21k_ft_in1k,256,50.61,49.39,65.0,35.0,18.51,0.95,bicubic -dm_nfnet_f2.dm_in1k,256,50.5967,49.4033,65.0167,34.9833,193.78,0.92,bicubic -efficientnetv2_rw_s.ra2_in1k,288,50.59,49.41,65.56,34.44,23.94,1.0,bicubic -resnetrs420.tf_in1k,320,50.59,49.41,64.8733,35.1267,191.89,1.0,bicubic -efficientvit_b3.r256_in1k,256,50.5667,49.4333,64.2,35.8,48.65,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,50.55,49.45,63.3833,36.6167,73.88,0.95,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,50.5233,49.4767,67.9667,32.0333,387.93,1.0,bilinear -efficientnet_b4.ra2_in1k,384,50.5233,49.4767,65.8,34.2,19.34,1.0,bicubic -edgenext_base.usi_in1k,256,50.5067,49.4933,66.19,33.81,18.51,0.95,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,50.4733,49.5267,65.4467,34.5533,34.36,0.95,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,50.4633,49.5367,65.5067,34.4933,26.21,1.0,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,50.44,49.56,65.29,34.71,26.25,1.0,bicubic -volo_d1_384.sail_in1k,384,50.4367,49.5633,64.8233,35.1767,26.78,1.0,bicubic -regnetz_d32.ra3_in1k,256,50.4367,49.5633,66.8067,33.1933,27.58,0.95,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,50.3967,49.6033,64.9667,35.0333,60.4,0.95,bicubic -efficientvit_b3.r288_in1k,288,50.3867,49.6133,64.0767,35.9233,48.65,1.0,bicubic -flexivit_base.600ep_in1k,240,50.3767,49.6233,64.67,35.33,86.59,0.95,bicubic -mambaout_small_rw.sw_e450_in1k,288,50.3667,49.6333,65.05,34.95,48.5,1.0,bicubic -seresnet152d.ra2_in1k,256,50.34,49.66,65.0433,34.9567,66.84,0.95,bicubic -resnetrs350.tf_in1k,288,50.3367,49.6633,64.5467,35.4533,163.96,1.0,bicubic -fastvit_sa36.apple_dist_in1k,256,50.3267,49.6733,65.7133,34.2867,31.53,0.9,bicubic -regnetz_040_h.ra3_in1k,320,50.3133,49.6867,65.61,34.39,28.94,1.0,bicubic -inception_next_small.sail_in1k,224,50.2933,49.7067,65.13,34.87,49.37,0.875,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,50.2867,49.7133,66.15,33.85,194.03,0.875,bilinear -pit_b_distilled_224.in1k,224,50.2533,49.7467,64.9533,35.0467,74.79,0.9,bicubic -cait_s24_224.fb_dist_in1k,224,50.2433,49.7567,65.0033,34.9967,46.92,1.0,bicubic -eca_nfnet_l2.ra3_in1k,384,50.2167,49.7833,65.4633,34.5367,56.72,1.0,bicubic -pvt_v2_b5.in1k,224,50.18,49.82,65.0633,34.9367,81.96,0.9,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,50.17,49.83,65.8933,34.1067,22.2,1.0,bicubic -mvitv2_small.fb_in1k,224,50.1633,49.8367,64.8933,35.1067,34.87,0.9,bicubic -fasternet_m.in1k,224,50.1567,49.8433,65.6933,34.3067,53.52,1.0,bicubic -mambaout_small.in1k,224,50.14,49.86,63.77,36.23,48.49,1.0,bicubic -resnest269e.in1k,416,50.1333,49.8667,64.66,35.34,110.93,0.928,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,50.12,49.88,65.18,34.82,46.17,0.875,bilinear -tf_efficientnet_b3.ap_in1k,300,50.11,49.89,65.3133,34.6867,12.23,0.904,bicubic -deit3_medium_patch16_224.fb_in1k,224,50.1,49.9,64.6867,35.3133,38.85,0.9,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,50.07,49.93,66.2567,33.7433,87.34,0.9,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,50.0567,49.9433,64.9433,35.0567,38.88,0.95,bicubic -pvt_v2_b4.in1k,224,50.05,49.95,65.1,34.9,62.56,0.9,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,50.0167,49.9833,64.6167,35.3833,60.4,0.95,bicubic -flexivit_base.300ep_in1k,240,49.9933,50.0067,64.1433,35.8567,86.59,0.95,bicubic -coat_lite_medium.in1k,224,49.9867,50.0133,64.8067,35.1933,44.57,0.9,bicubic -seresnext101d_32x8d.ah_in1k,224,49.9633,50.0367,63.56,36.44,93.59,0.95,bicubic -nextvit_base.bd_in1k_384,384,49.9633,50.0367,65.6,34.4,44.82,1.0,bicubic -efficientformer_l7.snap_dist_in1k,224,49.85,50.15,66.03,33.97,82.23,0.95,bicubic -resnet152d.ra2_in1k,256,49.8433,50.1567,64.8567,35.1433,60.21,0.95,bicubic -convnext_nano.r384_in12k_ft_in1k,384,49.84,50.16,66.5367,33.4633,15.59,1.0,bicubic -mambaout_base.in1k,224,49.8333,50.1667,62.9433,37.0567,84.81,1.0,bicubic -resnest200e.in1k,320,49.8067,50.1933,64.7633,35.2367,70.2,0.909,bicubic -volo_d2_224.sail_in1k,224,49.7733,50.2267,64.56,35.44,58.68,0.96,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,49.7667,50.2333,64.6667,35.3333,32.59,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,288,49.7633,50.2367,64.4867,35.5133,93.59,1.0,bicubic -resnet200d.ra2_in1k,256,49.7567,50.2433,64.91,35.09,64.69,0.95,bicubic -xception65.ra3_in1k,299,49.74,50.26,63.47,36.53,39.92,0.94,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,49.7233,50.2767,64.5833,35.4167,44.57,0.95,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,49.6733,50.3267,65.14,34.86,32.59,0.95,bicubic -swinv2_base_window16_256.ms_in1k,256,49.6033,50.3967,63.7133,36.2867,87.92,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,49.5667,50.4333,65.5667,34.4333,15.62,1.0,bicubic -nextvit_base.bd_in1k,224,49.5533,50.4467,64.8833,35.1167,44.82,0.95,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,49.5533,50.4467,63.72,36.28,29.15,0.95,bicubic -pvt_v2_b3.in1k,224,49.5533,50.4467,64.8333,35.1667,45.24,0.9,bicubic -efficientformerv2_l.snap_dist_in1k,224,49.55,50.45,65.1067,34.8933,26.32,0.95,bicubic -convnext_small.fb_in1k,224,49.54,50.46,64.93,35.07,50.22,0.875,bicubic -fastvit_ma36.apple_in1k,256,49.52,50.48,63.46,36.54,44.07,0.95,bicubic -cait_xs24_384.fb_dist_in1k,384,49.5067,50.4933,64.8367,35.1633,26.67,1.0,bicubic -tf_efficientnet_b5.ra_in1k,456,49.4867,50.5133,65.5967,34.4033,30.39,0.934,bicubic -resnet200d.ra2_in1k,320,49.44,50.56,64.3,35.7,64.69,1.0,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,49.4133,50.5867,63.91,36.09,26.25,1.0,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,49.39,50.61,64.3167,35.6833,32.59,0.95,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,49.38,50.62,64.45,35.55,88.22,0.9,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,49.3733,50.6267,64.4367,35.5633,35.01,0.9,bicubic -resnest101e.in1k,256,49.3733,50.6267,65.5133,34.4867,48.28,0.875,bilinear -rdnet_tiny.nv_in1k,224,49.3233,50.6767,63.57,36.43,23.86,0.9,bicubic -regnetz_d8.ra3_in1k,256,49.32,50.68,65.43,34.57,23.37,0.94,bicubic -dm_nfnet_f2.dm_in1k,352,49.3,50.7,63.9233,36.0767,193.78,0.92,bicubic -resnet152d.ra2_in1k,320,49.2733,50.7267,64.4333,35.5667,60.21,1.0,bicubic -tiny_vit_21m_224.in1k,224,49.2467,50.7533,64.2833,35.7167,21.2,0.95,bicubic -seresnet152d.ra2_in1k,320,49.2167,50.7833,64.2733,35.7267,66.84,1.0,bicubic -dm_nfnet_f1.dm_in1k,224,49.1833,50.8167,63.5133,36.4867,132.63,0.91,bicubic -regnetz_040.ra3_in1k,320,49.18,50.82,64.04,35.96,27.12,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,49.17,50.83,65.4467,34.5533,236.34,0.875,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,49.1567,50.8433,65.49,34.51,88.79,0.875,bilinear -xcit_large_24_p8_224.fb_in1k,224,49.1433,50.8567,62.7167,37.2833,188.93,1.0,bicubic -resnetrs270.tf_in1k,256,49.14,50.86,63.8267,36.1733,129.86,1.0,bicubic -convnext_small.fb_in1k,288,49.0433,50.9567,64.77,35.23,50.22,1.0,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,49.0333,50.9667,65.4667,34.5333,129.14,0.875,bicubic -repvgg_b3.rvgg_in1k,224,49.0133,50.9867,64.8867,35.1133,123.09,0.875,bilinear -gcvit_base.in1k,224,49.0,51.0,63.9633,36.0367,90.32,0.875,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,48.9967,51.0033,63.1,36.9,66.01,0.95,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,48.9967,51.0033,64.1067,35.8933,44.57,1.0,bicubic -volo_d1_224.sail_in1k,224,48.9833,51.0167,63.17,36.83,26.63,0.96,bicubic -resnext101_64x4d.tv_in1k,224,48.97,51.03,63.5333,36.4667,83.46,0.875,bilinear -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,48.9533,51.0467,64.0333,35.9667,38.88,0.95,bicubic -efficientvit_b3.r224_in1k,224,48.9367,51.0633,62.9633,37.0367,48.65,0.95,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,48.88,51.12,63.52,36.48,32.59,1.0,bicubic -mambaout_small.in1k,288,48.8633,51.1367,63.2933,36.7067,48.49,1.0,bicubic -resnetrs420.tf_in1k,416,48.8133,51.1867,63.4833,36.5167,191.89,1.0,bicubic -maxvit_tiny_tf_224.in1k,224,48.8033,51.1967,62.9533,37.0467,30.92,0.95,bicubic -seresnext101_32x8d.ah_in1k,224,48.75,51.25,62.2433,37.7567,93.57,0.95,bicubic -caformer_s18.sail_in1k,224,48.7433,51.2567,62.9433,37.0567,26.34,1.0,bicubic -regnetz_d8_evos.ch_in1k,256,48.7367,51.2633,64.3433,35.6567,23.46,0.95,bicubic -convformer_s18.sail_in1k,224,48.7267,51.2733,62.9367,37.0633,26.77,1.0,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.71,51.29,66.0633,33.9367,6.34,0.965,bicubic -efficientnetv2_rw_s.ra2_in1k,384,48.6833,51.3167,63.8767,36.1233,23.94,1.0,bicubic -regnetz_d32.ra3_in1k,320,48.6267,51.3733,65.2067,34.7933,27.58,0.95,bicubic -deit3_small_patch16_384.fb_in1k,384,48.6067,51.3933,62.75,37.25,22.21,1.0,bicubic -efficientnet_b3.ra2_in1k,320,48.5933,51.4067,64.34,35.66,12.23,1.0,bicubic -edgenext_base.usi_in1k,320,48.58,51.42,64.4067,35.5933,18.51,1.0,bicubic -mambaout_base.in1k,288,48.5733,51.4267,62.1567,37.8433,84.81,1.0,bicubic -swinv2_small_window16_256.ms_in1k,256,48.55,51.45,62.6533,37.3467,49.73,0.9,bicubic -seresnext101d_32x8d.ah_in1k,288,48.5133,51.4867,62.9533,37.0467,93.59,1.0,bicubic -ecaresnet101d.miil_in1k,224,48.51,51.49,64.1167,35.8833,44.57,0.875,bicubic -focalnet_base_lrf.ms_in1k,224,48.4333,51.5667,62.9967,37.0033,88.75,0.9,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,48.41,51.59,63.94,36.06,36.43,0.9,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,48.3567,51.6433,61.91,38.09,306.63,1.0,bicubic -focalnet_base_srf.ms_in1k,224,48.3233,51.6767,63.02,36.98,88.15,0.9,bicubic -swinv2_base_window8_256.ms_in1k,256,48.29,51.71,63.41,36.59,87.92,0.9,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,48.2733,51.7267,65.2967,34.7033,16.52,0.95,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,48.27,51.73,64.9,35.1,9.72,0.95,bicubic -repvgg_b3g4.rvgg_in1k,224,48.2633,51.7367,64.8267,35.1733,83.83,0.875,bilinear -convit_base.fb_in1k,224,48.2467,51.7533,62.9867,37.0133,86.54,0.875,bicubic -fastvit_sa36.apple_in1k,256,48.2033,51.7967,62.7533,37.2467,31.53,0.9,bicubic -swin_s3_base_224.ms_in1k,224,48.1633,51.8367,62.29,37.71,71.13,0.9,bicubic -resnext101_32x8d.tv2_in1k,224,48.1433,51.8567,62.7033,37.2967,88.79,0.965,bilinear -sequencer2d_l.in1k,224,48.13,51.87,62.2833,37.7167,54.3,0.875,bicubic -nextvit_small.bd_in1k_384,384,48.13,51.87,64.1167,35.8833,31.76,1.0,bicubic -gcvit_small.in1k,224,48.1,51.9,62.7767,37.2233,51.09,0.875,bicubic -regnety_160.deit_in1k,224,48.0567,51.9433,63.5933,36.4067,83.59,0.95,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,48.0533,51.9467,64.8267,35.1733,14.36,0.9,bicubic -regnetz_d8.ra3_in1k,320,48.0267,51.9733,64.3233,35.6767,23.37,1.0,bicubic -focalnet_small_lrf.ms_in1k,224,48.0167,51.9833,63.0933,36.9067,50.34,0.9,bicubic -resnetrs350.tf_in1k,384,47.9833,52.0167,62.6,37.4,163.96,1.0,bicubic -fastvit_sa24.apple_dist_in1k,256,47.9733,52.0267,62.84,37.16,21.55,0.9,bicubic -repvit_m1_5.dist_450e_in1k,224,47.9733,52.0267,63.67,36.33,14.64,0.95,bicubic -eca_nfnet_l1.ra2_in1k,256,47.9667,52.0333,63.09,36.91,41.41,0.9,bicubic -efficientnet_b3.ra2_in1k,288,47.9667,52.0333,63.93,36.07,12.23,0.875,bicubic -twins_svt_large.in1k,224,47.9267,52.0733,62.76,37.24,99.27,0.9,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,47.9267,52.0733,63.2967,36.7033,28.64,0.875,bicubic -swiftformer_l3.dist_in1k,224,47.9233,52.0767,63.2067,36.7933,28.49,0.95,bicubic -resnext101_32x8d.tv2_in1k,176,47.92,52.08,62.8367,37.1633,88.79,0.875,bilinear -vit_relpos_base_patch16_224.sw_in1k,224,47.89,52.11,62.8433,37.1567,86.43,0.9,bicubic -resnetrs200.tf_in1k,256,47.89,52.11,62.1,37.9,93.21,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,47.8733,52.1267,63.92,36.08,15.62,0.875,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,47.8467,52.1533,63.3433,36.6567,59.88,0.875,bilinear -tf_efficientnet_b5.aa_in1k,456,47.8433,52.1567,63.9533,36.0467,30.39,0.934,bicubic -regnetv_064.ra3_in1k,224,47.7933,52.2067,63.4067,36.5933,30.58,0.95,bicubic -repvgg_b2g4.rvgg_in1k,224,47.7833,52.2167,64.4233,35.5767,61.76,0.875,bilinear -repvit_m1_5.dist_300e_in1k,224,47.7833,52.2167,63.7133,36.2867,14.64,0.95,bicubic -regnety_1280.seer_ft_in1k,384,47.7667,52.2333,64.1333,35.8667,644.81,1.0,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,47.76,52.24,65.6667,34.3333,217.32,1.0,bilinear -repvgg_d2se.rvgg_in1k,320,47.74,52.26,62.7967,37.2033,133.33,1.0,bilinear -vit_little_patch16_reg4_gap_256.sbb_in1k,256,47.74,52.26,62.38,37.62,22.52,0.95,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,47.7367,52.2633,62.41,37.59,86.43,0.9,bicubic -mvitv2_tiny.fb_in1k,224,47.7033,52.2967,62.6967,37.3033,24.17,0.9,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,47.6833,52.3167,64.1167,35.8833,14.36,0.9,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,47.6267,52.3733,61.7867,38.2133,38.76,0.9,bicubic -eca_nfnet_l1.ra2_in1k,320,47.6167,52.3833,62.6433,37.3567,41.41,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,47.6167,52.3833,63.3267,36.6733,11.07,0.95,bicubic -ecaresnet101d.miil_in1k,288,47.61,52.39,63.5167,36.4833,44.57,0.95,bicubic -seresnext101_32x8d.ah_in1k,288,47.5767,52.4233,61.3233,38.6767,93.57,1.0,bicubic -regnetz_d8_evos.ch_in1k,320,47.5567,52.4433,63.7567,36.2433,23.46,1.0,bicubic -pit_s_distilled_224.in1k,224,47.5567,52.4433,63.1867,36.8133,24.04,0.9,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,47.5367,52.4633,62.8633,37.1367,32.59,0.95,bicubic -focalnet_small_srf.ms_in1k,224,47.5167,52.4833,62.3267,37.6733,49.89,0.9,bicubic -resnest50d_4s2x40d.in1k,224,47.4867,52.5133,63.8633,36.1367,30.42,0.875,bicubic -dm_nfnet_f1.dm_in1k,320,47.46,52.54,62.14,37.86,132.63,0.91,bicubic -efficientnet_b3_pruned.in1k,300,47.4533,52.5467,62.8633,37.1367,9.86,0.904,bicubic -davit_tiny.msft_in1k,224,47.4333,52.5667,63.2767,36.7233,28.36,0.95,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,47.41,52.59,61.3667,38.6333,41.69,0.95,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,47.4,52.6,61.6967,38.3033,86.57,0.9,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,47.3467,52.6533,62.4,37.6,32.59,1.0,bicubic -xcit_small_24_p8_224.fb_in1k,224,47.3467,52.6533,61.1133,38.8867,47.63,1.0,bicubic -crossvit_18_dagger_408.in1k,408,47.34,52.66,60.8833,39.1167,44.61,1.0,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.33,52.67,64.4833,35.5167,6.34,1.0,bicubic -tresnet_m.miil_in21k_ft_in1k,224,47.3033,52.6967,62.08,37.92,31.39,0.875,bilinear -resnet101d.ra2_in1k,256,47.3,52.7,62.96,37.04,44.57,0.95,bicubic -poolformerv2_m48.sail_in1k,224,47.2967,52.7033,63.8867,36.1133,73.35,1.0,bicubic -wide_resnet101_2.tv2_in1k,224,47.2467,52.7533,61.9667,38.0333,126.89,0.965,bilinear -efficientformer_l3.snap_dist_in1k,224,47.24,52.76,63.4533,36.5467,31.41,0.95,bicubic -repvit_m3.dist_in1k,224,47.2033,52.7967,63.4967,36.5033,10.68,0.95,bicubic -convnext_nano.in12k_ft_in1k,224,47.1933,52.8067,63.9667,36.0333,15.59,0.95,bicubic -regnety_032.ra_in1k,224,47.1933,52.8067,62.53,37.47,19.44,0.95,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.1833,52.8167,63.4,36.6,44.18,0.875,bilinear -efficientvit_b2.r256_in1k,256,47.1833,52.8167,61.67,38.33,24.33,1.0,bicubic -regnety_080.ra3_in1k,224,47.16,52.84,62.11,37.89,39.18,0.95,bicubic -tf_efficientnet_b6.aa_in1k,528,47.1567,52.8433,63.0533,36.9467,43.04,0.942,bicubic -resnetrs270.tf_in1k,352,47.14,52.86,62.0467,37.9533,129.86,1.0,bicubic -convnext_tiny.fb_in1k,224,47.1333,52.8667,63.18,36.82,28.59,0.875,bicubic -regnety_320.tv2_in1k,224,47.08,52.92,62.06,37.94,145.05,0.965,bicubic -xcit_small_12_p8_224.fb_in1k,224,47.08,52.92,60.6567,39.3433,26.21,1.0,bicubic -efficientvit_b2.r288_in1k,288,47.0733,52.9267,61.6067,38.3933,24.33,1.0,bicubic -tf_efficientnet_b4.aa_in1k,380,47.0567,52.9433,62.8767,37.1233,19.34,0.922,bicubic -inception_next_tiny.sail_in1k,224,47.0367,52.9633,62.9567,37.0433,28.06,0.875,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,47.0267,52.9733,62.4267,37.5733,86.54,0.9,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.0233,52.9767,63.0033,36.9967,11.07,1.0,bicubic -regnetz_c16.ra3_in1k,256,47.01,52.99,63.67,36.33,13.46,0.94,bicubic -swin_base_patch4_window12_384.ms_in1k,384,46.9933,53.0067,61.8567,38.1433,87.9,1.0,bicubic -swinv2_small_window8_256.ms_in1k,256,46.99,53.01,62.16,37.84,49.73,0.9,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,46.9767,53.0233,64.36,35.64,6.34,0.965,bicubic -mambaout_tiny.in1k,224,46.9633,53.0367,61.84,38.16,26.55,1.0,bicubic -convnext_tiny_hnf.a2h_in1k,224,46.9567,53.0433,61.1433,38.8567,28.59,0.95,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,46.9533,53.0467,62.47,37.53,28.64,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,46.9367,53.0633,63.83,36.17,16.52,1.0,bicubic -resnet101d.ra2_in1k,320,46.93,53.07,62.4467,37.5533,44.57,1.0,bicubic -tnt_b_patch16_224.in1k,224,46.93,53.07,62.36,37.64,65.43,0.9,bicubic -coat_small.in1k,224,46.9267,53.0733,61.3633,38.6367,21.69,0.9,bicubic -xception65p.ra3_in1k,299,46.9067,53.0933,61.0633,38.9367,39.82,0.94,bicubic -xcit_large_24_p16_224.fb_in1k,224,46.89,53.11,60.7567,39.2433,189.1,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,46.8833,53.1167,62.58,37.42,11.07,0.95,bicubic -maxvit_tiny_rw_224.sw_in1k,224,46.8467,53.1533,60.7667,39.2333,29.06,0.95,bicubic -resnet152.a1h_in1k,224,46.8467,53.1533,60.59,39.41,60.19,0.95,bicubic -nextvit_small.bd_in1k,224,46.8333,53.1667,62.8133,37.1867,31.76,0.95,bicubic -pvt_v2_b2_li.in1k,224,46.8,53.2,62.38,37.62,22.55,0.9,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,46.7867,53.2133,61.32,38.68,13.68,1.0,bicubic -resnet152.tv2_in1k,224,46.7767,53.2233,61.0033,38.9967,60.19,0.965,bilinear -efficientformerv2_s2.snap_dist_in1k,224,46.7533,53.2467,61.8233,38.1767,12.71,0.95,bicubic -seresnext101_64x4d.gluon_in1k,224,46.6767,53.3233,61.3633,38.6367,88.23,0.875,bicubic -fastvit_sa24.apple_in1k,256,46.6533,53.3467,61.6333,38.3667,21.55,0.9,bicubic -regnety_640.seer_ft_in1k,384,46.6133,53.3867,63.0833,36.9167,281.38,1.0,bicubic -fbnetv3_g.ra2_in1k,240,46.5833,53.4167,62.6,37.4,16.62,0.95,bilinear -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.5767,53.4233,63.9233,36.0767,28.29,0.9,bicubic -fasternet_s.in1k,224,46.5633,53.4367,62.6,37.4,31.18,1.0,bicubic -twins_pcpvt_large.in1k,224,46.5533,53.4467,62.2033,37.7967,60.99,0.9,bicubic -convnext_tiny.fb_in1k,288,46.53,53.47,63.2467,36.7533,28.59,1.0,bicubic -regnetv_064.ra3_in1k,288,46.5267,53.4733,62.29,37.71,30.58,1.0,bicubic -resnet152.a1h_in1k,288,46.52,53.48,60.5167,39.4833,60.19,1.0,bicubic -swin_base_patch4_window7_224.ms_in1k,224,46.5033,53.4967,61.4667,38.5333,87.77,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,46.46,53.54,62.8767,37.1233,15.62,1.0,bicubic -efficientnetv2_rw_t.ra2_in1k,224,46.4467,53.5533,61.4033,38.5967,13.65,1.0,bicubic -xcit_medium_24_p8_224.fb_in1k,224,46.4433,53.5567,59.5733,40.4267,84.32,1.0,bicubic -coatnet_1_rw_224.sw_in1k,224,46.42,53.58,60.1033,39.8967,41.72,0.95,bicubic -gcvit_tiny.in1k,224,46.3967,53.6033,61.6633,38.3367,28.22,0.875,bicubic -swin_s3_small_224.ms_in1k,224,46.3833,53.6167,60.84,39.16,49.74,0.9,bicubic -crossvit_15_dagger_408.in1k,408,46.38,53.62,60.5267,39.4733,28.5,1.0,bicubic -resnetrs200.tf_in1k,320,46.3767,53.6233,60.9633,39.0367,93.21,1.0,bicubic -fbnetv3_g.ra2_in1k,288,46.3767,53.6233,62.4767,37.5233,16.62,0.95,bilinear -ese_vovnet57b.ra4_e3600_r256_in1k,320,46.3533,53.6467,60.4867,39.5133,38.61,1.0,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,46.31,53.69,63.4067,36.5933,6.0,0.965,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,46.31,53.69,63.2733,36.7267,6.0,0.965,bicubic -cs3se_edgenet_x.c2ns_in1k,256,46.3067,53.6933,61.2767,38.7233,50.72,0.95,bicubic -tresnet_xl.miil_in1k,224,46.3067,53.6933,61.89,38.11,78.44,0.875,bilinear -ese_vovnet57b.ra4_e3600_r256_in1k,256,46.3033,53.6967,60.89,39.11,38.61,0.95,bicubic -naflexvit_base_patch16_gap.e300_s576_in1k,384,46.2967,53.7033,60.7033,39.2967,86.63,1.0,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,46.28,53.72,60.6133,39.3867,12.11,1.0,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,46.26,53.74,60.5667,39.4333,86.46,1.0,bicubic -sequencer2d_m.in1k,224,46.2467,53.7533,60.8167,39.1833,38.31,0.875,bicubic -rexnet_300.nav_in1k,224,46.2433,53.7567,62.44,37.56,34.71,0.875,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,46.2433,53.7567,60.64,39.36,12.11,1.0,bicubic -dm_nfnet_f0.dm_in1k,192,46.2133,53.7867,61.4967,38.5033,71.49,0.9,bicubic -resnetrs152.tf_in1k,256,46.21,53.79,60.7633,39.2367,86.62,1.0,bicubic -resnest50d_1s4x24d.in1k,224,46.2033,53.7967,62.5133,37.4867,25.68,0.875,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,46.2,53.8,61.8333,38.1667,11.07,0.95,bicubic -repvit_m1_1.dist_450e_in1k,224,46.1867,53.8133,63.3467,36.6533,8.8,0.95,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,46.15,53.85,62.45,37.55,22.44,0.9,bicubic -nfnet_l0.ra2_in1k,224,46.1467,53.8533,62.7833,37.2167,35.07,0.9,bicubic -gernet_m.idstcv_in1k,224,46.14,53.86,62.7267,37.2733,21.14,0.875,bilinear -regnety_160.deit_in1k,288,46.1233,53.8767,61.8033,38.1967,83.59,1.0,bicubic -crossvit_base_240.in1k,240,46.0867,53.9133,60.22,39.78,105.03,0.875,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,46.0667,53.9333,63.2833,36.7167,5.29,0.875,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,46.0667,53.9333,60.22,39.78,86.63,1.0,bicubic -poolformerv2_m36.sail_in1k,224,46.05,53.95,62.2,37.8,56.08,1.0,bicubic -poolformerv2_s36.sail_in1k,224,46.0333,53.9667,62.3067,37.6933,30.79,1.0,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,46.0333,53.9667,61.8467,38.1533,22.05,0.9,bicubic -resnet51q.ra2_in1k,288,46.03,53.97,60.92,39.08,35.7,1.0,bilinear -swinv2_cr_small_ns_224.sw_in1k,224,46.0267,53.9733,60.6033,39.3967,49.7,0.9,bicubic -nest_base_jx.goog_in1k,224,45.96,54.04,60.1067,39.8933,67.72,0.875,bicubic -deit3_small_patch16_224.fb_in1k,224,45.96,54.04,58.9533,41.0467,22.06,0.9,bicubic -crossvit_18_240.in1k,240,45.9567,54.0433,60.35,39.65,43.27,0.875,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,45.9367,54.0633,61.58,38.42,11.07,1.0,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,45.9367,54.0633,61.08,38.92,38.75,0.9,bicubic -regnetz_c16.ra3_in1k,320,45.9333,54.0667,62.7433,37.2567,13.46,1.0,bicubic -regnety_080.ra3_in1k,288,45.9333,54.0667,60.8367,39.1633,39.18,1.0,bicubic -twins_pcpvt_base.in1k,224,45.9,54.1,61.3733,38.6267,43.83,0.9,bicubic -resnest50d.in1k,224,45.89,54.11,62.6767,37.3233,27.48,0.875,bilinear -twins_svt_base.in1k,224,45.8867,54.1133,60.9033,39.0967,56.07,0.9,bicubic -resnext101_64x4d.c1_in1k,224,45.8867,54.1133,59.31,40.69,83.46,0.95,bicubic -regnety_032.ra_in1k,288,45.8833,54.1167,61.5367,38.4633,19.44,1.0,bicubic -convnext_nano.in12k_ft_in1k,288,45.8667,54.1333,62.61,37.39,15.59,1.0,bicubic -regnetz_c16_evos.ch_in1k,256,45.8667,54.1333,62.96,37.04,13.49,0.95,bicubic -convnext_tiny_hnf.a2h_in1k,288,45.84,54.16,60.1433,39.8567,28.59,1.0,bicubic -crossvit_18_dagger_240.in1k,240,45.8233,54.1767,59.9667,40.0333,44.27,0.875,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,45.8133,54.1867,61.6033,38.3967,11.07,1.0,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,45.78,54.22,61.0167,38.9833,27.91,0.9,bicubic -levit_384.fb_dist_in1k,224,45.7767,54.2233,61.7133,38.2867,39.13,0.9,bicubic -levit_conv_384.fb_dist_in1k,224,45.7767,54.2233,61.7167,38.2833,39.13,0.9,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,45.73,54.27,60.3,39.7,13.68,1.0,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,45.72,54.28,60.94,39.06,38.73,0.9,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,45.7,54.3,60.5267,39.4733,12.12,1.0,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,45.69,54.31,62.7067,37.2933,6.34,1.0,bicubic -convmixer_1536_20.in1k,224,45.6833,54.3167,61.69,38.31,51.63,0.96,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,45.68,54.32,61.06,38.94,38.74,0.9,bicubic -dm_nfnet_f0.dm_in1k,256,45.68,54.32,61.3333,38.6667,71.49,0.9,bicubic -regnetx_320.tv2_in1k,224,45.64,54.36,60.22,39.78,107.81,0.965,bicubic -crossvit_15_dagger_240.in1k,240,45.6133,54.3867,60.06,39.94,28.21,0.875,bicubic -flexivit_small.1200ep_in1k,240,45.6067,54.3933,59.9167,40.0833,22.06,0.95,bicubic -efficientnetv2_rw_t.ra2_in1k,288,45.6,54.4,60.1733,39.8267,13.65,1.0,bicubic -xcit_small_12_p16_224.fb_in1k,224,45.5967,54.4033,59.4533,40.5467,26.25,1.0,bicubic -xcit_medium_24_p16_224.fb_in1k,224,45.59,54.41,59.0,41.0,84.4,1.0,bicubic -xcit_small_24_p16_224.fb_in1k,224,45.5767,54.4233,58.9667,41.0333,47.67,1.0,bicubic -seresnext101_32x4d.gluon_in1k,224,45.5467,54.4533,61.1067,38.8933,48.96,0.875,bicubic -repvit_m1_1.dist_300e_in1k,224,45.54,54.46,62.7467,37.2533,8.8,0.95,bicubic -mambaout_tiny.in1k,288,45.53,54.47,60.6967,39.3033,26.55,1.0,bicubic -wide_resnet101_2.tv2_in1k,176,45.53,54.47,59.58,40.42,126.89,0.875,bilinear -tf_efficientnet_b7.aa_in1k,600,45.46,54.54,61.7633,38.2367,66.35,0.949,bicubic -resnet152d.gluon_in1k,224,45.4433,54.5567,60.0667,39.9333,60.21,0.875,bicubic -flexivit_small.600ep_in1k,240,45.4333,54.5667,59.6267,40.3733,22.06,0.95,bicubic -cs3se_edgenet_x.c2ns_in1k,320,45.43,54.57,60.43,39.57,50.72,1.0,bicubic -pvt_v2_b2.in1k,224,45.4033,54.5967,60.6867,39.3133,25.36,0.9,bicubic -tf_efficientnetv2_s.in1k,300,45.39,54.61,60.2433,39.7567,21.46,1.0,bicubic -regnety_320.seer_ft_in1k,384,45.3867,54.6133,62.23,37.77,145.05,1.0,bicubic -resnext101_64x4d.c1_in1k,288,45.3833,54.6167,59.0467,40.9533,83.46,1.0,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,45.38,54.62,61.71,38.29,9.72,1.0,bicubic -nfnet_l0.ra2_in1k,288,45.38,54.62,62.0867,37.9133,35.07,1.0,bicubic -swiftformer_l1.dist_in1k,224,45.3767,54.6233,61.5033,38.4967,12.06,0.95,bicubic -convnextv2_nano.fcmae_ft_in1k,224,45.3767,54.6233,61.18,38.82,15.62,0.875,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,45.37,54.63,61.9967,38.0033,25.03,0.875,bilinear -resnetv2_50x1_bit.goog_distilled_in1k,224,45.3567,54.6433,62.27,37.73,25.55,0.875,bicubic -nest_small_jx.goog_in1k,224,45.3033,54.6967,58.9933,41.0067,38.35,0.875,bicubic -resnet51q.ra2_in1k,256,45.3033,54.6967,60.5733,39.4267,35.7,0.875,bilinear -resnet101.tv2_in1k,224,45.3,54.7,60.0433,39.9567,44.55,0.965,bilinear -cs3edgenet_x.c2_in1k,288,45.28,54.72,60.2433,39.7567,47.82,1.0,bicubic -resnet101.a1h_in1k,224,45.2633,54.7367,59.8067,40.1933,44.55,0.95,bicubic -resnet61q.ra2_in1k,288,45.2567,54.7433,59.34,40.66,36.85,1.0,bicubic -convit_small.fb_in1k,224,45.25,54.75,60.48,39.52,27.78,0.875,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,45.2333,54.7667,61.8633,38.1367,9.72,0.95,bicubic -efficientvit_b2.r224_in1k,224,45.23,54.77,59.1867,40.8133,24.33,0.95,bicubic -nasnetalarge.tf_in1k,331,45.1933,54.8067,57.9633,42.0367,88.75,0.911,bicubic -tresnet_xl.miil_in1k_448,448,45.1767,54.8233,61.4367,38.5633,78.44,0.875,bilinear -focalnet_tiny_lrf.ms_in1k,224,45.1633,54.8367,61.2533,38.7467,28.65,0.9,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,45.15,54.85,61.6733,38.3267,9.72,0.95,bicubic -rexnet_200.nav_in1k,224,45.1433,54.8567,62.3333,37.6667,16.37,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,45.1333,54.8667,62.3133,37.6867,6.0,1.0,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,45.1133,54.8867,57.36,42.64,22.06,0.9,bicubic -swin_small_patch4_window7_224.ms_in1k,224,45.1133,54.8867,60.28,39.72,49.61,0.9,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,45.09,54.91,61.4967,38.5033,9.72,1.0,bicubic -tf_efficientnet_b3.aa_in1k,300,45.08,54.92,60.7067,39.2933,12.23,0.904,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,45.07,54.93,61.4767,38.5233,9.72,1.0,bicubic -sequencer2d_s.in1k,224,45.03,54.97,60.0333,39.9667,27.65,0.875,bicubic -resnetrs152.tf_in1k,320,44.98,55.02,59.67,40.33,86.62,1.0,bicubic -resnet101.a1h_in1k,288,44.9567,55.0433,59.3367,40.6633,44.55,1.0,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,44.9567,55.0433,59.5867,40.4133,16.78,0.95,bicubic -regnetv_040.ra3_in1k,224,44.9433,55.0567,59.9567,40.0433,20.64,0.95,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,44.9333,55.0667,62.33,37.67,6.0,1.0,bicubic -deit_base_patch16_224.fb_in1k,224,44.9133,55.0867,59.1833,40.8167,86.57,0.9,bicubic -ecaresnetlight.miil_in1k,224,44.91,55.09,60.7767,39.2233,30.16,0.875,bicubic -flexivit_small.300ep_in1k,240,44.9067,55.0933,59.4567,40.5433,22.06,0.95,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,44.9,55.1,61.3867,38.6133,9.72,0.95,bicubic -resnetv2_101.a1h_in1k,224,44.8367,55.1633,58.8667,41.1333,44.54,0.95,bicubic -tf_efficientnet_b2.ap_in1k,260,44.8133,55.1867,60.7667,39.2333,9.11,0.89,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,44.8067,55.1933,60.9033,39.0967,27.44,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,44.8033,55.1967,60.5633,39.4367,11.07,0.95,bicubic -resmlp_24_224.fb_distilled_in1k,224,44.7967,55.2033,61.5067,38.4933,30.02,0.875,bicubic -focalnet_tiny_srf.ms_in1k,224,44.7867,55.2133,60.9967,39.0033,28.43,0.9,bicubic -repvit_m2.dist_in1k,224,44.7767,55.2233,61.8733,38.1267,8.8,0.95,bicubic -edgenext_small.usi_in1k,256,44.7567,55.2433,60.8467,39.1533,5.59,0.95,bicubic -cait_xxs36_384.fb_dist_in1k,384,44.7567,55.2433,59.4267,40.5733,17.37,1.0,bicubic -tiny_vit_11m_224.in1k,224,44.7467,55.2533,60.18,39.82,11.0,0.95,bicubic -resmlp_36_224.fb_distilled_in1k,224,44.73,55.27,61.1567,38.8433,44.69,0.875,bicubic -gernet_l.idstcv_in1k,256,44.7167,55.2833,58.9933,41.0067,31.08,0.875,bilinear -regnety_032.tv2_in1k,224,44.6967,55.3033,60.99,39.01,19.44,0.965,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,44.6933,55.3067,59.4233,40.5767,12.12,1.0,bicubic -deit_base_patch16_384.fb_in1k,384,44.6567,55.3433,59.5733,40.4267,86.86,1.0,bicubic -resnet61q.ra2_in1k,256,44.6267,55.3733,58.91,41.09,36.85,0.9,bicubic -ecaresnetlight.miil_in1k,288,44.5933,55.4067,60.4233,39.5767,30.16,0.95,bicubic -regnety_064.ra3_in1k,224,44.57,55.43,58.4933,41.5067,30.58,0.95,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,44.54,55.46,60.2,39.8,21.98,0.9,bicubic -swinv2_tiny_window16_256.ms_in1k,256,44.5033,55.4967,59.4667,40.5333,28.35,0.9,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,44.4933,55.5067,61.33,38.67,14.62,0.95,bilinear -vit_small_patch16_rope_224.naver_in1k,224,44.49,55.51,56.9833,43.0167,21.98,0.9,bicubic -resnetv2_101.a1h_in1k,288,44.49,55.51,58.61,41.39,44.54,1.0,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,44.4867,55.5133,58.17,41.83,55.84,0.8975,bicubic -gmlp_s16_224.ra3_in1k,224,44.48,55.52,58.6567,41.3433,19.42,0.875,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,44.47,55.53,60.9033,39.0967,5.39,0.95,bicubic -resnetrs101.tf_in1k,192,44.45,55.55,59.3867,40.6133,63.62,0.94,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,44.45,55.55,60.27,39.73,11.07,1.0,bicubic -cs3edgenet_x.c2_in1k,256,44.4367,55.5633,59.71,40.29,47.82,0.887,bicubic -repvit_m1_0.dist_300e_in1k,224,44.4167,55.5833,61.43,38.57,7.3,0.95,bicubic -regnety_160.tv2_in1k,224,44.3867,55.6133,59.1467,40.8533,83.59,0.965,bicubic -repvit_m1_0.dist_450e_in1k,224,44.3533,55.6467,61.45,38.55,7.3,0.95,bicubic -tresnet_l.miil_in1k,224,44.3533,55.6467,59.95,40.05,55.99,0.875,bilinear -vit_small_patch16_rope_mixed_224.naver_in1k,224,44.3467,55.6533,56.3933,43.6067,21.99,0.9,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,44.3367,55.6633,58.7233,41.2767,23.7,0.95,bicubic -resnext101_32x4d.gluon_in1k,224,44.33,55.67,59.11,40.89,44.18,0.875,bicubic -gcvit_xtiny.in1k,224,44.2467,55.7533,60.0233,39.9767,19.98,0.875,bicubic -eca_nfnet_l0.ra2_in1k,224,44.2167,55.7833,60.8067,39.1933,24.14,0.9,bicubic -poolformer_m48.sail_in1k,224,44.19,55.81,59.1633,40.8367,73.47,0.95,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,44.1633,55.8367,56.49,43.51,22.06,0.9,bicubic -wide_resnet50_2.racm_in1k,224,44.1567,55.8433,59.6667,40.3333,68.88,0.875,bicubic -regnety_080_tv.tv2_in1k,224,44.1467,55.8533,58.8233,41.1767,39.38,0.965,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,44.1333,55.8667,59.68,40.32,21.97,0.9,bicubic -regnetz_c16_evos.ch_in1k,320,44.13,55.87,61.0033,38.9967,13.49,0.95,bicubic -crossvit_15_240.in1k,240,44.1267,55.8733,59.1533,40.8467,27.53,0.875,bicubic -resnet152s.gluon_in1k,224,44.1167,55.8833,58.76,41.24,60.32,0.875,bicubic -fastvit_sa12.apple_dist_in1k,256,44.11,55.89,59.0667,40.9333,11.58,0.9,bicubic -hgnet_small.paddle_in1k,224,44.1067,55.8933,60.5167,39.4833,24.36,0.965,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,44.1,55.9,62.05,37.95,44.54,1.0,bilinear -maxvit_rmlp_nano_rw_256.sw_in1k,256,44.1,55.9,58.1567,41.8433,15.5,0.95,bicubic -seresnext50_32x4d.racm_in1k,224,44.0967,55.9033,59.3733,40.6267,27.56,0.875,bicubic -pit_b_224.in1k,224,44.0833,55.9167,58.0,42.0,73.76,0.9,bicubic -convnextv2_nano.fcmae_ft_in1k,288,44.0767,55.9233,60.1767,39.8233,15.62,1.0,bicubic -inception_resnet_v2.tf_in1k,299,44.0667,55.9333,57.9867,42.0133,55.84,0.8975,bicubic -wide_resnet50_2.tv2_in1k,176,44.0167,55.9833,59.6733,40.3267,68.88,0.875,bilinear -pnasnet5large.tf_in1k,331,43.9833,56.0167,56.8167,43.1833,86.06,0.911,bicubic -ecaresnet50t.ra2_in1k,256,43.97,56.03,60.03,39.97,25.57,0.875,bicubic -poolformer_m36.sail_in1k,224,43.9333,56.0667,59.11,40.89,56.17,0.95,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,43.92,56.08,59.53,40.47,25.58,0.95,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,43.9033,56.0967,59.3833,40.6167,13.42,0.95,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,43.9033,56.0967,61.9233,38.0767,25.56,0.875,bilinear -pit_s_224.in1k,224,43.8933,56.1067,58.68,41.32,23.46,0.9,bicubic -resnext101_64x4d.gluon_in1k,224,43.89,56.11,58.7133,41.2867,83.46,0.875,bicubic -tf_efficientnetv2_s.in1k,384,43.8733,56.1267,58.7267,41.2733,21.46,1.0,bicubic -coatnext_nano_rw_224.sw_in1k,224,43.8467,56.1533,58.5833,41.4167,14.7,0.9,bicubic -regnety_040.ra3_in1k,224,43.8433,56.1567,57.87,42.13,20.65,0.95,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,43.84,56.16,58.8,41.2,15.25,0.95,bicubic -wide_resnet50_2.tv2_in1k,224,43.82,56.18,59.6567,40.3433,68.88,0.965,bilinear -coat_lite_small.in1k,224,43.8033,56.1967,57.02,42.98,19.84,0.9,bicubic -cait_xxs36_224.fb_dist_in1k,224,43.8,56.2,58.8,41.2,17.3,1.0,bicubic -ecaresnet50d.miil_in1k,224,43.78,56.22,60.3433,39.6567,25.58,0.875,bicubic -ecaresnet101d_pruned.miil_in1k,224,43.78,56.22,59.66,40.34,24.88,0.875,bicubic -convnext_nano.d1h_in1k,224,43.77,56.23,58.7733,41.2267,15.59,0.95,bicubic -tnt_s_legacy_patch16_224.in1k,224,43.7667,56.2333,59.24,40.76,23.76,0.9,bicubic -pit_xs_distilled_224.in1k,224,43.7567,56.2433,60.65,39.35,11.0,0.9,bicubic -resnet152.tv2_in1k,176,43.7567,56.2433,57.6433,42.3567,60.19,0.875,bilinear -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,43.7533,56.2467,60.3767,39.6233,14.62,1.0,bilinear -regnetv_040.ra3_in1k,288,43.75,56.25,58.52,41.48,20.64,1.0,bicubic -cspresnext50.ra_in1k,256,43.7267,56.2733,60.24,39.76,20.57,0.887,bilinear -mobilevitv2_200.cvnets_in22k_ft_in1k,256,43.7233,56.2767,59.4667,40.5333,18.45,0.888,bicubic -edgenext_small.usi_in1k,320,43.6867,56.3133,59.9333,40.0667,5.59,1.0,bicubic -tf_efficientnet_b5.in1k,456,43.66,56.34,60.1767,39.8233,30.39,0.934,bicubic -swinv2_cr_small_224.sw_in1k,224,43.65,56.35,57.5133,42.4867,49.7,0.9,bicubic -rexnet_150.nav_in1k,224,43.61,56.39,60.8667,39.1333,9.73,0.875,bicubic -swin_s3_tiny_224.ms_in1k,224,43.5867,56.4133,59.3533,40.6467,28.33,0.9,bicubic -resnet101.tv2_in1k,176,43.57,56.43,57.8067,42.1933,44.55,0.875,bilinear -xcit_tiny_12_p8_224.fb_dist_in1k,224,43.5533,56.4467,58.4367,41.5633,6.71,1.0,bicubic -efficientformer_l1.snap_dist_in1k,224,43.5333,56.4667,59.93,40.07,12.29,0.95,bicubic -crossvit_small_240.in1k,240,43.53,56.47,58.97,41.03,26.86,0.875,bicubic -maxvit_nano_rw_256.sw_in1k,256,43.5267,56.4733,57.5067,42.4933,15.45,0.95,bicubic -convnextv2_pico.fcmae_ft_in1k,224,43.49,56.51,60.05,39.95,9.07,0.875,bicubic -tf_efficientnet_b4.in1k,380,43.4867,56.5133,59.59,40.41,19.34,0.922,bicubic -regnety_016.tv2_in1k,224,43.4733,56.5267,59.6033,40.3967,11.2,0.965,bicubic -cs3sedarknet_x.c2ns_in1k,288,43.4667,56.5333,58.81,41.19,35.4,1.0,bicubic -wide_resnet50_2.racm_in1k,288,43.46,56.54,59.0433,40.9567,68.88,0.95,bicubic -resnet101d.gluon_in1k,224,43.4433,56.5567,58.6433,41.3567,44.57,0.875,bicubic -efficientvit_b1.r288_in1k,288,43.44,56.56,57.8467,42.1533,9.1,1.0,bicubic -resnet101s.gluon_in1k,224,43.4167,56.5833,58.7033,41.2967,44.67,0.875,bicubic -ecaresnet50t.ra2_in1k,320,43.4033,56.5967,59.3033,40.6967,25.57,0.95,bicubic -nf_resnet50.ra2_in1k,256,43.36,56.64,60.5933,39.4067,25.56,0.94,bicubic -cspdarknet53.ra_in1k,256,43.3533,56.6467,59.4767,40.5233,27.64,0.887,bilinear -coatnet_rmlp_nano_rw_224.sw_in1k,224,43.3533,56.6467,58.6333,41.3667,15.15,0.9,bicubic -resnet152.a1_in1k,224,43.3467,56.6533,56.3467,43.6533,60.19,0.95,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,43.3133,56.6867,58.9867,41.0133,7.79,1.0,bicubic -eca_nfnet_l0.ra2_in1k,288,43.2967,56.7033,59.9067,40.0933,24.14,1.0,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,43.2633,56.7367,58.1467,41.8533,6.71,1.0,bicubic -convmixer_768_32.in1k,224,43.26,56.74,59.3633,40.6367,21.11,0.96,bicubic -ecaresnet101d_pruned.miil_in1k,288,43.24,56.76,58.9767,41.0233,24.88,0.95,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,43.2333,56.7667,57.2967,42.7033,12.11,1.0,bicubic -cs3sedarknet_x.c2ns_in1k,256,43.2267,56.7733,58.7267,41.2733,35.4,0.887,bicubic -poolformerv2_s24.sail_in1k,224,43.2167,56.7833,60.4067,39.5933,21.34,1.0,bicubic -repvit_m0_9.dist_300e_in1k,224,43.2067,56.7933,60.4467,39.5533,5.49,0.95,bicubic -visformer_small.in1k,224,43.2,56.8,57.97,42.03,40.22,0.9,bicubic -fbnetv3_d.ra2_in1k,224,43.1933,56.8067,59.5367,40.4633,10.31,0.95,bilinear -vit_small_patch32_384.augreg_in21k_ft_in1k,384,43.1867,56.8133,59.2867,40.7133,22.92,1.0,bicubic -regnetx_160.tv2_in1k,224,43.1667,56.8333,57.45,42.55,54.28,0.965,bicubic -tf_efficientnetv2_b3.in1k,240,43.1667,56.8333,58.91,41.09,14.36,0.904,bicubic -regnety_064.ra3_in1k,288,43.1567,56.8433,57.2933,42.7067,30.58,1.0,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,43.1533,56.8467,58.43,41.57,119.42,0.9,bicubic -cspresnet50.ra_in1k,256,43.14,56.86,59.25,40.75,21.62,0.887,bilinear -regnetx_080.tv2_in1k,224,43.1333,56.8667,57.9733,42.0267,39.57,0.965,bicubic -resnest26d.gluon_in1k,224,43.13,56.87,60.59,39.41,17.07,0.875,bilinear -repvit_m0_9.dist_450e_in1k,224,43.13,56.87,60.4367,39.5633,5.49,0.95,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,43.1233,56.8767,58.27,41.73,8.46,0.9,bicubic -twins_pcpvt_small.in1k,224,43.1167,56.8833,58.94,41.06,24.11,0.9,bicubic -coatnet_nano_rw_224.sw_in1k,224,43.07,56.93,57.8767,42.1233,15.14,0.9,bicubic -ecaresnet50d.miil_in1k,288,43.06,56.94,59.4833,40.5167,25.58,0.95,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,43.04,56.96,59.2567,40.7433,7.79,0.9,bicubic -resmlp_36_224.fb_in1k,224,43.01,56.99,59.4133,40.5867,44.69,0.875,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,42.9933,57.0067,58.0333,41.9667,8.46,0.95,bicubic -resnet152.gluon_in1k,224,42.9733,57.0267,57.7733,42.2267,60.19,0.875,bicubic -resnet50.b1k_in1k,224,42.9567,57.0433,58.9233,41.0767,25.56,0.95,bicubic -twins_svt_small.in1k,224,42.94,57.06,58.4567,41.5433,24.06,0.9,bicubic -fastvit_sa12.apple_in1k,256,42.92,57.08,58.87,41.13,11.58,0.9,bicubic -resnet50d.ra4_e3600_r224_in1k,224,42.9,57.1,58.17,41.83,25.58,0.95,bicubic -fbnetv3_d.ra2_in1k,256,42.89,57.11,59.6567,40.3433,10.31,0.95,bilinear -dpn131.mx_in1k,224,42.8833,57.1167,57.1667,42.8333,79.25,0.875,bicubic -tf_efficientnet_b1.ap_in1k,240,42.8833,57.1167,58.9067,41.0933,7.79,0.882,bicubic -tf_efficientnet_lite4.in1k,380,42.8733,57.1267,57.7233,42.2767,13.01,0.92,bilinear -gcresnet50t.ra2_in1k,256,42.87,57.13,59.23,40.77,25.9,0.9,bicubic -resnet152c.gluon_in1k,224,42.85,57.15,57.7933,42.2067,60.21,0.875,bicubic -resnet50.tv2_in1k,224,42.84,57.16,58.5433,41.4567,25.56,0.965,bilinear -cs3darknet_x.c2ns_in1k,256,42.8233,57.1767,58.3633,41.6367,35.05,0.95,bicubic -coatnet_0_rw_224.sw_in1k,224,42.8067,57.1933,56.2967,43.7033,27.44,0.95,bicubic -tresnet_l.miil_in1k_448,448,42.8033,57.1967,58.9433,41.0567,55.99,0.875,bilinear -gcresnet50t.ra2_in1k,288,42.7967,57.2033,59.0767,40.9233,25.9,1.0,bicubic -levit_256.fb_dist_in1k,224,42.7867,57.2133,57.9133,42.0867,18.89,0.9,bicubic -levit_conv_256.fb_dist_in1k,224,42.7833,57.2167,57.9133,42.0867,18.89,0.9,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,42.78,57.22,58.8533,41.1467,18.45,1.0,bicubic -cs3darknet_x.c2ns_in1k,288,42.77,57.23,58.1567,41.8433,35.05,1.0,bicubic -resnext50_32x4d.tv2_in1k,224,42.7533,57.2467,57.5633,42.4367,25.03,0.965,bilinear -dpn107.mx_in1k,224,42.74,57.26,57.2767,42.7233,86.92,0.875,bicubic -resnet152.a3_in1k,160,42.7067,57.2933,56.9367,43.0633,60.19,0.95,bicubic -seresnext50_32x4d.gluon_in1k,224,42.7,57.3,58.6567,41.3433,27.56,0.875,bicubic -tresnet_m.miil_in1k,224,42.7,57.3,58.2,41.8,31.39,0.875,bilinear -tnt_s_patch16_224.in1k,224,42.6967,57.3033,58.1467,41.8533,23.77,0.9,bicubic -convnext_nano_ols.d1h_in1k,224,42.6933,57.3067,57.6633,42.3367,15.65,0.95,bicubic -resnet50d.ra2_in1k,224,42.6933,57.3067,58.75,41.25,25.58,0.875,bicubic -regnety_040.ra3_in1k,288,42.6,57.4,57.01,42.99,20.65,1.0,bicubic -resnext101_32x8d.tv_in1k,224,42.6,57.4,58.37,41.63,88.79,0.875,bilinear -resnetv2_50d_gn.ah_in1k,224,42.5867,57.4133,57.7333,42.2667,25.57,0.95,bicubic -convnext_nano.d1h_in1k,288,42.5833,57.4167,57.52,42.48,15.59,1.0,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,42.5733,57.4267,58.0567,41.9433,6.72,1.0,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,42.5667,57.4333,58.4233,41.5767,25.58,1.0,bicubic -fastvit_s12.apple_dist_in1k,256,42.55,57.45,58.16,41.84,9.47,0.9,bicubic -efficientvit_b1.r256_in1k,256,42.54,57.46,57.4967,42.5033,9.1,1.0,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,42.5267,57.4733,58.2967,41.7033,14.25,0.888,bicubic -resnetv2_50d_evos.ah_in1k,224,42.5167,57.4833,57.13,42.87,25.59,0.95,bicubic -seresnet50.ra2_in1k,224,42.51,57.49,58.7467,41.2533,28.09,0.875,bicubic -nf_resnet50.ra2_in1k,288,42.48,57.52,59.6033,40.3967,25.56,0.94,bicubic -seresnext50_32x4d.racm_in1k,288,42.4733,57.5267,58.1233,41.8767,27.56,0.95,bicubic -resnet50.b2k_in1k,224,42.4667,57.5333,58.1367,41.8633,25.56,0.95,bicubic -resnetrs101.tf_in1k,288,42.45,57.55,57.29,42.71,63.62,0.94,bicubic -resnet50.tv2_in1k,176,42.43,57.57,58.0533,41.9467,25.56,0.875,bilinear -poolformer_s36.sail_in1k,224,42.38,57.62,58.8067,41.1933,30.86,0.9,bicubic -mobileone_s4.apple_in1k,224,42.37,57.63,58.0533,41.9467,14.95,0.9,bilinear -repvit_m1.dist_in1k,224,42.37,57.63,59.64,40.36,5.49,0.95,bicubic -tf_efficientnetv2_b3.in1k,300,42.3267,57.6733,58.0133,41.9867,14.36,0.904,bicubic -nest_tiny_jx.goog_in1k,224,42.3267,57.6733,57.0133,42.9867,17.06,0.875,bicubic -legacy_senet154.in1k,224,42.3233,57.6767,56.6933,43.3067,115.09,0.875,bilinear -mobileone_s3.apple_in1k,224,42.3,57.7,59.3267,40.6733,10.17,0.9,bilinear -xcit_tiny_24_p16_224.fb_in1k,224,42.29,57.71,56.8033,43.1967,12.12,1.0,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,42.2867,57.7133,58.54,41.46,39.72,0.882,bicubic -hgnet_small.paddle_in1k,288,42.2867,57.7133,58.7033,41.2967,24.36,1.0,bicubic -deit_small_patch16_224.fb_in1k,224,42.27,57.73,58.0067,41.9933,22.05,0.9,bicubic -convmixer_1024_20_ks9_p14.in1k,224,42.26,57.74,59.6967,40.3033,24.38,0.96,bicubic -tf_efficientnet_b2.aa_in1k,260,42.2433,57.7567,58.2233,41.7767,9.11,0.89,bicubic -resnet152.a1_in1k,288,42.24,57.76,55.4833,44.5167,60.19,1.0,bicubic -mambaout_kobe.in1k,224,42.2333,57.7667,57.7867,42.2133,9.14,1.0,bicubic -resnet101.a1_in1k,224,42.2333,57.7667,55.47,44.53,44.55,0.95,bicubic -dpn68b.ra_in1k,224,42.19,57.81,56.6167,43.3833,12.61,0.95,bicubic -dpn98.mx_in1k,224,42.17,57.83,56.6767,43.3233,61.57,0.875,bicubic -resnet50d.ra4_e3600_r224_in1k,288,42.1567,57.8433,57.64,42.36,25.58,1.0,bicubic -cait_xxs24_384.fb_dist_in1k,384,42.1533,57.8467,57.5033,42.4967,12.03,1.0,bicubic -resnext50_32x4d.gluon_in1k,224,42.14,57.86,57.6933,42.3067,25.03,0.875,bicubic -xception41p.ra3_in1k,299,42.0667,57.9333,56.8167,43.1833,26.91,0.94,bicubic -hgnet_tiny.paddle_in1k,224,42.0533,57.9467,59.0,41.0,14.74,0.965,bicubic -resnet50.ram_in1k,224,42.05,57.95,56.0967,43.9033,25.56,0.875,bicubic -convnext_nano_ols.d1h_in1k,288,42.0367,57.9633,56.8633,43.1367,15.65,1.0,bicubic -ecaresnet50d_pruned.miil_in1k,224,42.0233,57.9767,58.34,41.66,19.94,0.875,bicubic -resnet50.b1k_in1k,288,42.0,58.0,58.17,41.83,25.56,1.0,bicubic -edgenext_small_rw.sw_in1k,256,41.99,58.01,58.6933,41.3067,7.83,0.9,bicubic -resnet50.b2k_in1k,288,41.98,58.02,57.68,42.32,25.56,1.0,bicubic -efficientnet_b2.ra_in1k,288,41.9667,58.0333,58.3033,41.6967,9.11,1.0,bicubic -pvt_v2_b1.in1k,224,41.9667,58.0333,59.58,40.42,14.01,0.9,bicubic -tf_efficientnet_b3.in1k,300,41.9067,58.0933,58.1233,41.8767,12.23,0.904,bicubic -resnext50_32x4d.a1h_in1k,224,41.88,58.12,56.7567,43.2433,25.03,0.95,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,41.8767,58.1233,57.89,42.11,10.59,0.888,bicubic -efficientformerv2_s1.snap_dist_in1k,224,41.8567,58.1433,57.97,42.03,6.19,0.95,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,41.8433,58.1567,57.3033,42.6967,6.72,1.0,bicubic -resnet152.a2_in1k,224,41.8367,58.1633,55.6733,44.3267,60.19,0.95,bicubic -fastvit_t12.apple_dist_in1k,256,41.83,58.17,57.6,42.4,7.55,0.9,bicubic -resnext50_32x4d.tv2_in1k,176,41.8133,58.1867,56.5767,43.4233,25.03,0.875,bilinear -resnet50d.ra2_in1k,288,41.7967,58.2033,58.09,41.91,25.58,0.95,bicubic -poolformer_s24.sail_in1k,224,41.7633,58.2367,58.52,41.48,21.39,0.9,bicubic -gcvit_xxtiny.in1k,224,41.75,58.25,58.3333,41.6667,12.0,0.875,bicubic -resnext50_32x4d.a1h_in1k,288,41.71,58.29,56.4,43.6,25.03,1.0,bicubic -edgenext_small_rw.sw_in1k,320,41.6933,58.3067,58.52,41.48,7.83,1.0,bicubic -senet154.gluon_in1k,224,41.6933,58.3067,56.4933,43.5067,115.09,0.875,bicubic -dla102x2.in1k,224,41.68,58.32,58.03,41.97,41.28,0.875,bilinear -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,41.68,58.32,57.8133,42.1867,10.59,1.0,bicubic -inception_v4.tf_in1k,299,41.66,58.34,55.3667,44.6333,42.68,0.875,bicubic -gcresnext50ts.ch_in1k,288,41.6567,58.3433,57.34,42.66,15.67,1.0,bicubic -efficientvit_b1.r224_in1k,224,41.64,58.36,56.6033,43.3967,9.1,0.95,bicubic -cs3sedarknet_l.c2ns_in1k,256,41.6333,58.3667,57.36,42.64,21.91,0.887,bicubic -hrnet_w64.ms_in1k,224,41.6267,58.3733,57.1967,42.8033,128.06,0.875,bilinear -seresnet50.ra2_in1k,288,41.6033,58.3967,57.9533,42.0467,28.09,0.95,bicubic -haloregnetz_b.ra3_in1k,224,41.5767,58.4233,57.08,42.92,11.68,0.94,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,41.5567,58.4433,57.8567,42.1433,14.25,1.0,bicubic -resnet50.c1_in1k,224,41.5533,58.4467,56.7333,43.2667,25.56,0.95,bicubic -cs3sedarknet_l.c2ns_in1k,288,41.5433,58.4567,57.4833,42.5167,21.91,0.95,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,41.5233,58.4767,57.3933,42.6067,24.01,0.875,bicubic -tf_efficientnetv2_b2.in1k,208,41.5167,58.4833,57.37,42.63,10.1,0.89,bicubic -convnextv2_pico.fcmae_ft_in1k,288,41.5,58.5,58.0533,41.9467,9.07,0.95,bicubic -nf_regnet_b1.ra2_in1k,256,41.49,58.51,58.8933,41.1067,10.22,0.9,bicubic -resnetv2_50.a1h_in1k,224,41.49,58.51,56.8067,43.1933,25.55,0.95,bicubic -efficientnet_em.ra2_in1k,240,41.49,58.51,58.8633,41.1367,6.9,0.882,bicubic -efficientnet_el.ra_in1k,300,41.49,58.51,58.3433,41.6567,10.59,0.904,bicubic -resnet50.a1h_in1k,224,41.4633,58.5367,56.7933,43.2067,25.56,1.0,bicubic -resnetaa50.a1h_in1k,224,41.45,58.55,56.4233,43.5767,25.56,0.95,bicubic -halo2botnet50ts_256.a1h_in1k,256,41.45,58.55,56.2633,43.7367,22.64,0.95,bicubic -cait_xxs24_224.fb_dist_in1k,224,41.43,58.57,57.58,42.42,11.96,1.0,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,41.4133,58.5867,57.1333,42.8667,28.33,0.9,bicubic -resnetv2_50d_evos.ah_in1k,288,41.4,58.6,56.5467,43.4533,25.59,1.0,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,41.3967,58.6033,57.3333,42.6667,28.29,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,41.37,58.63,55.3567,44.6433,28.59,1.0,bicubic -resnext50_32x4d.ra_in1k,224,41.3633,58.6367,56.94,43.06,25.03,0.875,bicubic -resnet101.a2_in1k,224,41.36,58.64,55.43,44.57,44.55,0.95,bicubic -efficientnet_b2.ra_in1k,256,41.36,58.64,57.9933,42.0067,9.11,0.875,bicubic -fasternet_t2.in1k,224,41.35,58.65,58.47,41.53,14.98,1.0,bicubic -resnet152.tv_in1k,224,41.34,58.66,57.5933,42.4067,60.19,0.875,bilinear -resnet50.ram_in1k,288,41.33,58.67,55.0767,44.9233,25.56,0.95,bicubic -resnet50.ra_in1k,224,41.33,58.67,57.4667,42.5333,25.56,0.875,bicubic -xception71.tf_in1k,299,41.3267,58.6733,55.9767,44.0233,42.34,0.903,bicubic -gcresnext50ts.ch_in1k,256,41.32,58.68,57.1433,42.8567,15.67,0.9,bicubic -cs3darknet_l.c2ns_in1k,288,41.32,58.68,57.3867,42.6133,21.16,0.95,bicubic -gernet_s.idstcv_in1k,224,41.3067,58.6933,58.8933,41.1067,8.17,0.875,bilinear -swinv2_tiny_window8_256.ms_in1k,256,41.28,58.72,56.96,43.04,28.35,0.9,bicubic -resnet101.a1_in1k,288,41.2733,58.7267,54.2533,45.7467,44.55,1.0,bicubic -dpn68b.ra_in1k,288,41.2567,58.7433,55.0467,44.9533,12.61,1.0,bicubic -regnetz_b16.ra3_in1k,224,41.2533,58.7467,57.2167,42.7833,9.72,0.94,bicubic -cs3darknet_l.c2ns_in1k,256,41.25,58.75,57.17,42.83,21.16,0.887,bicubic -inception_v3.tf_adv_in1k,299,41.2367,58.7633,56.3333,43.6667,23.83,0.875,bicubic -dpn92.mx_in1k,224,41.21,58.79,56.2067,43.7933,37.67,0.875,bicubic -resnet50.a1h_in1k,176,41.21,58.79,56.6367,43.3633,25.56,0.9,bicubic -shvit_s4.in1k,256,41.1967,58.8033,56.7067,43.2933,16.59,0.875,bicubic -resnet101.a3_in1k,160,41.15,58.85,55.9567,44.0433,44.55,0.95,bicubic -resnetv2_50d_gn.ah_in1k,288,41.1167,58.8833,56.62,43.38,25.57,1.0,bicubic -resnetblur50.bt_in1k,224,41.1133,58.8867,57.0967,42.9033,25.56,0.875,bicubic -mambaout_femto.in1k,224,41.0933,58.9067,56.8567,43.1433,7.3,1.0,bicubic -resnet50.c1_in1k,288,41.0867,58.9133,56.5433,43.4567,25.56,1.0,bicubic -resnet50d.gluon_in1k,224,41.04,58.96,57.17,42.83,25.58,0.875,bicubic -nf_regnet_b1.ra2_in1k,288,41.0233,58.9767,58.19,41.81,10.22,0.9,bicubic -ecaresnet50d_pruned.miil_in1k,288,40.9933,59.0067,57.74,42.26,19.94,0.95,bicubic -resnetv2_50.a1h_in1k,288,40.9733,59.0267,56.4633,43.5367,25.55,1.0,bicubic -fbnetv3_b.ra2_in1k,224,40.9367,59.0633,58.76,41.24,8.6,0.95,bilinear -fbnetv3_b.ra2_in1k,256,40.9233,59.0767,58.6733,41.3267,8.6,0.95,bilinear -tf_efficientnetv2_b1.in1k,192,40.8933,59.1067,56.74,43.26,8.14,0.882,bicubic -inception_v3.gluon_in1k,299,40.8867,59.1133,55.6933,44.3067,23.83,0.875,bicubic -resnet34.ra4_e3600_r224_in1k,288,40.8833,59.1167,54.9833,45.0167,21.8,1.0,bicubic -ese_vovnet39b.ra_in1k,224,40.8767,59.1233,57.0133,42.9867,24.57,0.875,bicubic -resnet152.a3_in1k,224,40.87,59.13,55.0333,44.9667,60.19,0.95,bicubic -cs3darknet_focus_l.c2ns_in1k,288,40.8667,59.1333,56.6633,43.3367,21.15,0.95,bicubic -legacy_xception.tf_in1k,299,40.8633,59.1367,56.5733,43.4267,22.86,0.8975,bicubic -resnet34d.ra2_in1k,224,40.86,59.14,56.5067,43.4933,21.82,0.875,bicubic -cs3darknet_focus_l.c2ns_in1k,256,40.85,59.15,56.5667,43.4333,21.15,0.887,bicubic -regnety_320.pycls_in1k,224,40.84,59.16,56.1933,43.8067,145.05,0.875,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,40.8367,59.1633,55.2767,44.7233,7.52,0.95,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,40.82,59.18,55.1967,44.8033,21.8,0.9,bicubic -resnet152.a2_in1k,288,40.81,59.19,54.3167,45.6833,60.19,1.0,bicubic -levit_192.fb_dist_in1k,224,40.8067,59.1933,56.6367,43.3633,10.95,0.9,bicubic -regnetx_032.tv2_in1k,224,40.8033,59.1967,56.78,43.22,15.3,0.965,bicubic -resnet50_gn.a1h_in1k,224,40.7967,59.2033,55.7033,44.2967,25.56,0.94,bicubic -levit_conv_192.fb_dist_in1k,224,40.79,59.21,56.6867,43.3133,10.95,0.9,bicubic -resnet101.gluon_in1k,224,40.7867,59.2133,56.23,43.77,44.55,0.875,bicubic -tiny_vit_5m_224.in1k,224,40.7833,59.2167,57.2667,42.7333,5.39,0.95,bicubic -halonet50ts.a1h_in1k,256,40.7767,59.2233,55.37,44.63,22.73,0.94,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,40.7667,59.2333,56.1667,43.8333,5.76,1.0,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,40.7267,59.2733,55.6833,44.3167,21.82,1.0,bicubic -hrnet_w40.ms_in1k,224,40.72,59.28,56.8433,43.1567,57.56,0.875,bilinear -vit_base_patch32_384.augreg_in1k,384,40.7067,59.2933,55.2433,44.7567,88.3,1.0,bicubic -resnet50.c2_in1k,224,40.6967,59.3033,55.72,44.28,25.56,0.95,bicubic -repvgg_b1.rvgg_in1k,224,40.6933,59.3067,57.8,42.2,57.42,0.875,bilinear -skresnext50_32x4d.ra_in1k,224,40.6867,59.3133,56.0,44.0,27.48,0.875,bicubic -resmlp_24_224.fb_in1k,224,40.6767,59.3233,56.6167,43.3833,30.02,0.875,bicubic -resnet50.d_in1k,224,40.6733,59.3267,55.2067,44.7933,25.56,0.95,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,40.67,59.33,56.1367,43.8633,22.57,0.95,bicubic -resnetaa50.a1h_in1k,288,40.6633,59.3367,56.1567,43.8433,25.56,1.0,bicubic -resnetv2_34.ra4_e3600_r224_in1k,288,40.6467,59.3533,54.65,45.35,21.8,1.0,bicubic -tf_efficientnet_lite3.in1k,300,40.64,59.36,56.75,43.25,8.2,0.904,bilinear -ese_vovnet39b.ra_in1k,288,40.6367,59.3633,56.6933,43.3067,24.57,0.95,bicubic -mambaout_kobe.in1k,288,40.63,59.37,56.37,43.63,9.14,1.0,bicubic -ecaresnet50t.a1_in1k,224,40.6133,59.3867,55.1,44.9,25.57,0.95,bicubic -convnext_pico_ols.d1_in1k,224,40.61,59.39,56.7533,43.2467,9.06,0.95,bicubic -resnet50.am_in1k,224,40.5933,59.4067,57.3333,42.6667,25.56,0.875,bicubic -mobilevitv2_175.cvnets_in1k,256,40.5733,59.4267,56.2167,43.7833,14.25,0.888,bicubic -resnext50_32x4d.ra_in1k,288,40.57,59.43,56.18,43.82,25.03,0.95,bicubic -dla169.in1k,224,40.5467,59.4533,57.3867,42.6133,53.39,0.875,bilinear -resnet34.ra4_e3600_r224_in1k,224,40.5367,59.4633,55.1,44.9,21.8,0.9,bicubic -regnetx_320.pycls_in1k,224,40.5333,59.4667,55.66,44.34,107.81,0.875,bicubic -repvgg_b2.rvgg_in1k,224,40.5333,59.4667,57.7867,42.2133,89.02,0.875,bilinear -xcit_tiny_12_p8_224.fb_in1k,224,40.5267,59.4733,55.5633,44.4367,6.71,1.0,bicubic -pit_xs_224.in1k,224,40.52,59.48,56.52,43.48,10.62,0.9,bicubic -wide_resnet101_2.tv_in1k,224,40.51,59.49,55.9867,44.0133,126.89,0.875,bilinear -tresnet_m.miil_in1k_448,448,40.5067,59.4933,56.67,43.33,31.39,0.875,bilinear -efficientnet_b2_pruned.in1k,260,40.45,59.55,56.6133,43.3867,8.31,0.89,bicubic -regnetz_b16.ra3_in1k,288,40.4433,59.5567,56.0367,43.9633,9.72,1.0,bicubic -vit_base_patch16_384.augreg_in1k,384,40.4233,59.5767,53.27,46.73,86.86,1.0,bicubic -resnet50.a1_in1k,224,40.4167,59.5833,54.67,45.33,25.56,0.95,bicubic -tf_efficientnet_b0.ap_in1k,224,40.3967,59.6033,56.8367,43.1633,5.29,0.875,bicubic -skresnet34.ra_in1k,224,40.39,59.61,56.7633,43.2367,22.28,0.875,bicubic -eca_resnet33ts.ra2_in1k,288,40.38,59.62,57.34,42.66,19.68,1.0,bicubic -hgnet_tiny.paddle_in1k,288,40.3767,59.6233,56.5633,43.4367,14.74,1.0,bicubic -regnetx_160.pycls_in1k,224,40.3367,59.6633,56.1067,43.8933,54.28,0.875,bicubic -legacy_seresnext101_32x4d.in1k,224,40.33,59.67,54.8633,45.1367,48.96,0.875,bilinear -coat_mini.in1k,224,40.3133,59.6867,55.15,44.85,10.34,0.9,bicubic -resnet34d.ra2_in1k,288,40.31,59.69,56.16,43.84,21.82,0.95,bicubic -densenet201.tv_in1k,224,40.3,59.7,56.7567,43.2433,20.01,0.875,bicubic -coat_lite_mini.in1k,224,40.3,59.7,55.6567,44.3433,11.01,0.9,bicubic -xception65.tf_in1k,299,40.3,59.7,55.25,44.75,39.92,0.903,bicubic -sebotnet33ts_256.a1h_in1k,256,40.2967,59.7033,53.1467,46.8533,13.7,0.94,bicubic -efficientnet_el_pruned.in1k,300,40.29,59.71,56.83,43.17,10.59,0.904,bicubic -mobileone_s2.apple_in1k,224,40.2867,59.7133,57.9933,42.0067,7.88,0.9,bilinear -resnet101.a2_in1k,288,40.26,59.74,54.2367,45.7633,44.55,1.0,bicubic -resnet50.ra_in1k,288,40.25,59.75,56.2533,43.7467,25.56,0.95,bicubic -resnext50_32x4d.a1_in1k,224,40.23,59.77,54.1667,45.8333,25.03,0.95,bicubic -eca_resnet33ts.ra2_in1k,256,40.19,59.81,56.98,43.02,19.68,0.9,bicubic -resnet50.c2_in1k,288,40.18,59.82,55.28,44.72,25.56,1.0,bicubic -convnext_pico.d1_in1k,224,40.1767,59.8233,56.04,43.96,9.05,0.875,bicubic -hrnet_w48.ms_in1k,224,40.1633,59.8367,56.6133,43.3867,77.47,0.875,bilinear -resnext50d_32x4d.bt_in1k,224,40.16,59.84,55.6733,44.3267,25.05,0.875,bicubic -poolformerv2_s12.sail_in1k,224,40.1467,59.8533,57.46,42.54,11.89,1.0,bicubic -resnetblur50.bt_in1k,288,40.1467,59.8533,56.23,43.77,25.56,0.95,bicubic -mobilevitv2_200.cvnets_in1k,256,40.1367,59.8633,55.5833,44.4167,18.45,0.888,bicubic -darknetaa53.c2ns_in1k,288,40.1233,59.8767,55.7667,44.2333,36.02,1.0,bilinear -hrnet_w30.ms_in1k,224,40.12,59.88,57.0833,42.9167,37.71,0.875,bilinear -efficientnet_b0.ra4_e3600_r224_in1k,256,40.1167,59.8833,56.1367,43.8633,5.29,1.0,bicubic -vit_base_patch16_224.sam_in1k,224,40.1133,59.8867,55.5533,44.4467,86.57,0.9,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,40.11,59.89,55.4967,44.5033,21.82,1.0,bicubic -fastvit_t12.apple_in1k,256,40.08,59.92,55.2467,44.7533,7.55,0.9,bicubic -legacy_seresnet152.in1k,224,40.07,59.93,55.8833,44.1167,66.82,0.875,bilinear -resnet50_gn.a1h_in1k,288,40.0467,59.9533,54.9533,45.0467,25.56,0.95,bicubic -tf_efficientnet_b1.aa_in1k,240,40.0433,59.9567,56.18,43.82,7.79,0.882,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,40.0267,59.9733,55.7833,44.2167,5.29,0.9,bicubic -resnet50.d_in1k,288,40.0,60.0,54.67,45.33,25.56,1.0,bicubic -regnetx_080.pycls_in1k,224,39.9867,60.0133,56.0767,43.9233,39.57,0.875,bicubic -resnet101c.gluon_in1k,224,39.9833,60.0167,55.2333,44.7667,44.57,0.875,bicubic -seresnet50.a1_in1k,224,39.9733,60.0267,55.1933,44.8067,28.09,0.95,bicubic -shvit_s3.in1k,224,39.95,60.05,56.1067,43.8933,14.25,0.875,bicubic -seresnet33ts.ra2_in1k,288,39.93,60.07,56.35,43.65,19.78,1.0,bicubic -fastvit_s12.apple_in1k,256,39.9167,60.0833,54.7767,45.2233,9.47,0.9,bicubic -resmlp_12_224.fb_distilled_in1k,224,39.8833,60.1167,57.4233,42.5767,15.35,0.875,bicubic -convnext_pico_ols.d1_in1k,288,39.84,60.16,55.5833,44.4167,9.06,1.0,bicubic -resnet34.a1_in1k,224,39.82,60.18,54.6767,45.3233,21.8,0.95,bicubic -seresnet33ts.ra2_in1k,256,39.81,60.19,56.5167,43.4833,19.78,0.9,bicubic -tf_efficientnetv2_b0.in1k,224,39.8033,60.1967,56.2833,43.7167,7.14,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,39.8,60.2,56.2567,43.7433,7.14,0.875,bicubic -ecaresnet50t.a3_in1k,160,39.7933,60.2067,55.5533,44.4467,25.57,0.95,bicubic -res2net50_26w_8s.in1k,224,39.7667,60.2333,54.9367,45.0633,48.4,0.875,bilinear -res2net101_26w_4s.in1k,224,39.7633,60.2367,54.5833,45.4167,45.21,0.875,bilinear -darknetaa53.c2ns_in1k,256,39.76,60.24,55.43,44.57,36.02,0.887,bilinear -vit_small_patch32_224.augreg_in21k_ft_in1k,224,39.7567,60.2433,55.29,44.71,22.88,0.9,bicubic -darknet53.c2ns_in1k,288,39.7433,60.2567,55.3667,44.6333,41.61,1.0,bicubic -resnet50d.a1_in1k,224,39.7367,60.2633,54.1367,45.8633,25.58,0.95,bicubic -regnetx_120.pycls_in1k,224,39.7367,60.2633,55.6633,44.3367,46.11,0.875,bicubic -mambaout_femto.in1k,288,39.71,60.29,55.6567,44.3433,7.3,1.0,bicubic -hrnet_w44.ms_in1k,224,39.69,60.31,55.3267,44.6733,67.06,0.875,bilinear -resnetv2_34d.ra4_e3600_r224_in1k,224,39.68,60.32,54.1767,45.8233,21.82,0.9,bicubic -lambda_resnet50ts.a1h_in1k,256,39.6667,60.3333,54.3067,45.6933,21.54,0.95,bicubic -xception41.tf_in1k,299,39.6533,60.3467,54.9967,45.0033,26.97,0.903,bicubic -dla102x.in1k,224,39.6533,60.3467,56.49,43.51,26.31,0.875,bilinear -tf_efficientnetv2_b1.in1k,240,39.64,60.36,55.47,44.53,8.14,0.882,bicubic -tf_efficientnet_b2.in1k,260,39.63,60.37,56.1867,43.8133,9.11,0.89,bicubic -densenet161.tv_in1k,224,39.63,60.37,56.1633,43.8367,28.68,0.875,bicubic -sehalonet33ts.ra2_in1k,256,39.6233,60.3767,53.98,46.02,13.69,0.94,bicubic -resmlp_big_24_224.fb_in1k,224,39.5933,60.4067,54.7733,45.2267,129.14,0.875,bicubic -mixnet_xl.ra_in1k,224,39.5633,60.4367,55.84,44.16,11.9,0.875,bicubic -hrnet_w32.ms_in1k,224,39.55,60.45,56.2467,43.7533,41.23,0.875,bilinear -vit_small_patch16_384.augreg_in1k,384,39.53,60.47,54.21,45.79,22.2,1.0,bicubic -gcresnet33ts.ra2_in1k,256,39.51,60.49,55.8467,44.1533,19.88,0.9,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,39.4967,60.5033,55.03,44.97,6.72,1.0,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,39.48,60.52,53.56,46.44,21.82,1.0,bicubic -levit_128.fb_dist_in1k,224,39.47,60.53,55.3367,44.6633,9.21,0.9,bicubic -levit_conv_128.fb_dist_in1k,224,39.46,60.54,55.4467,44.5533,9.21,0.9,bicubic -rexnet_130.nav_in1k,224,39.4467,60.5533,56.62,43.38,7.56,0.875,bicubic -ecaresnet50t.a1_in1k,288,39.4367,60.5633,53.63,46.37,25.57,1.0,bicubic -convnext_pico.d1_in1k,288,39.4333,60.5667,55.37,44.63,9.05,0.95,bicubic -darknet53.c2ns_in1k,256,39.4233,60.5767,55.0833,44.9167,41.61,0.887,bicubic -convnextv2_femto.fcmae_ft_in1k,224,39.4,60.6,55.5967,44.4033,5.23,0.875,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,39.3967,60.6033,57.8833,42.1167,25.55,1.0,bilinear -regnety_120.pycls_in1k,224,39.3967,60.6033,55.3467,44.6533,51.82,0.875,bicubic -regnety_064.pycls_in1k,224,39.39,60.61,55.8233,44.1767,30.58,0.875,bicubic -inception_v3.tf_in1k,299,39.3767,60.6233,54.35,45.65,23.83,0.875,bicubic -starnet_s4.in1k,224,39.37,60.63,55.61,44.39,7.48,0.875,bicubic -tf_efficientnet_el.in1k,300,39.3633,60.6367,55.4733,44.5267,10.59,0.904,bicubic -gcresnet33ts.ra2_in1k,288,39.3433,60.6567,55.9167,44.0833,19.88,1.0,bicubic -densenetblur121d.ra_in1k,224,39.33,60.67,56.6667,43.3333,8.0,0.875,bicubic -repghostnet_200.in1k,224,39.3,60.7,56.5133,43.4867,9.8,0.875,bicubic -resnet101.tv_in1k,224,39.2967,60.7033,55.8567,44.1433,44.55,0.875,bilinear -regnety_160.pycls_in1k,224,39.2967,60.7033,55.3933,44.6067,83.59,0.875,bicubic -resnext50_32x4d.a2_in1k,224,39.2933,60.7067,53.7333,46.2667,25.03,0.95,bicubic -resnet101.a3_in1k,224,39.28,60.72,53.7033,46.2967,44.55,0.95,bicubic -resnext50_32x4d.a1_in1k,288,39.2667,60.7333,53.37,46.63,25.03,1.0,bicubic -resnet50s.gluon_in1k,224,39.2667,60.7333,55.0933,44.9067,25.68,0.875,bicubic -mobilevitv2_150.cvnets_in1k,256,39.26,60.74,55.1933,44.8067,10.59,0.888,bicubic -densenet169.tv_in1k,224,39.1933,60.8067,55.85,44.15,14.15,0.875,bicubic -tf_efficientnetv2_b2.in1k,260,39.1867,60.8133,54.6167,45.3833,10.1,0.89,bicubic -swiftformer_s.dist_in1k,224,39.1633,60.8367,55.4833,44.5167,6.09,0.95,bicubic -resnext50d_32x4d.bt_in1k,288,39.1533,60.8467,54.4167,45.5833,25.05,0.95,bicubic -ecaresnet50t.a2_in1k,224,39.12,60.88,54.2567,45.7433,25.57,0.95,bicubic -legacy_seresnet101.in1k,224,39.12,60.88,55.1133,44.8867,49.33,0.875,bilinear -starnet_s3.in1k,224,39.08,60.92,55.72,44.28,5.75,0.875,bicubic -efficientnet_b1_pruned.in1k,240,39.0667,60.9333,55.7933,44.2067,6.33,0.882,bicubic -repvgg_b1g4.rvgg_in1k,224,39.0433,60.9567,56.5,43.5,39.97,0.875,bilinear -resnet50.a1_in1k,288,38.9933,61.0067,53.2667,46.7333,25.56,1.0,bicubic -resnext50_32x4d.a3_in1k,160,38.9867,61.0133,54.1833,45.8167,25.03,0.95,bicubic -regnety_080.pycls_in1k,224,38.9667,61.0333,55.2033,44.7967,39.18,0.875,bicubic -inception_v3.tv_in1k,299,38.9567,61.0433,53.8267,46.1733,23.83,0.875,bicubic -crossvit_9_dagger_240.in1k,240,38.9333,61.0667,54.92,45.08,8.78,0.875,bicubic -seresnet50.a2_in1k,224,38.9167,61.0833,53.81,46.19,28.09,0.95,bicubic -legacy_seresnext50_32x4d.in1k,224,38.9133,61.0867,54.6267,45.3733,27.56,0.875,bilinear -dla102.in1k,224,38.9133,61.0867,55.3767,44.6233,33.27,0.875,bilinear -resnet33ts.ra2_in1k,256,38.9033,61.0967,55.5433,44.4567,19.68,0.9,bicubic -visformer_tiny.in1k,224,38.87,61.13,55.0467,44.9533,10.32,0.9,bicubic -res2net101d.in1k,224,38.8433,61.1567,53.02,46.98,45.23,0.875,bilinear -regnety_040.pycls_in1k,224,38.8367,61.1633,55.6133,44.3867,20.65,0.875,bicubic -regnetx_040.pycls_in1k,224,38.8,61.2,55.5067,44.4933,22.12,0.875,bicubic -efficientvit_m5.r224_in1k,224,38.7933,61.2067,55.0,45.0,12.47,0.875,bicubic -regnetx_032.pycls_in1k,224,38.77,61.23,55.1533,44.8467,15.3,0.875,bicubic -resnet50d.a2_in1k,224,38.77,61.23,53.5833,46.4167,25.58,0.95,bicubic -densenet121.ra_in1k,224,38.7667,61.2333,56.2333,43.7667,7.98,0.875,bicubic -resnet32ts.ra2_in1k,256,38.7633,61.2367,55.8467,44.1533,17.96,0.9,bicubic -res2net50_14w_8s.in1k,224,38.71,61.29,54.1767,45.8233,25.06,0.875,bilinear -res2net50_26w_6s.in1k,224,38.7,61.3,53.78,46.22,37.05,0.875,bilinear -dla60_res2net.in1k,224,38.7,61.3,54.6167,45.3833,20.85,0.875,bilinear -dpn68.mx_in1k,224,38.6933,61.3067,54.7333,45.2667,12.61,0.875,bicubic -densenetblur121d.ra_in1k,288,38.67,61.33,55.6267,44.3733,8.0,0.95,bicubic -wide_resnet50_2.tv_in1k,224,38.6667,61.3333,54.6133,45.3867,68.88,0.875,bilinear -resnet33ts.ra2_in1k,288,38.66,61.34,55.2233,44.7767,19.68,1.0,bicubic -selecsls60.in1k,224,38.6533,61.3467,55.71,44.29,30.67,0.875,bicubic -resnet50.bt_in1k,224,38.65,61.35,55.47,44.53,25.56,0.875,bicubic -regnetx_016.tv2_in1k,224,38.6233,61.3767,54.7833,45.2167,9.19,0.965,bicubic -dpn68b.mx_in1k,224,38.62,61.38,55.1833,44.8167,12.61,0.875,bicubic -dla60x.in1k,224,38.6133,61.3867,55.5033,44.4967,17.35,0.875,bilinear -resnet50.a2_in1k,224,38.6033,61.3967,53.1067,46.8933,25.56,0.95,bicubic -resnetrs50.tf_in1k,160,38.5867,61.4133,54.0833,45.9167,35.69,0.91,bicubic -selecsls60b.in1k,224,38.5867,61.4133,55.33,44.67,32.77,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,38.5567,61.4433,56.1333,43.8667,5.29,0.875,bicubic -ecaresnet26t.ra2_in1k,256,38.5333,61.4667,55.3833,44.6167,16.01,0.875,bicubic -resnet32ts.ra2_in1k,288,38.52,61.48,55.55,44.45,17.96,1.0,bicubic -seresnet50.a1_in1k,288,38.5133,61.4867,53.4033,46.5967,28.09,1.0,bicubic -hardcorenas_f.miil_green_in1k,224,38.51,61.49,55.72,44.28,8.2,0.875,bilinear -dla60_res2next.in1k,224,38.5033,61.4967,54.9867,45.0133,17.03,0.875,bilinear -hrnet_w18_small_v2.gluon_in1k,224,38.5,61.5,56.2467,43.7533,15.6,0.875,bicubic -repvgg_a2.rvgg_in1k,224,38.4967,61.5033,55.82,44.18,28.21,0.875,bilinear -regnetx_064.pycls_in1k,224,38.49,61.51,55.03,44.97,26.21,0.875,bicubic -resnet50.gluon_in1k,224,38.46,61.54,54.8933,45.1067,25.56,0.875,bicubic -resmlp_12_224.fb_in1k,224,38.45,61.55,56.3633,43.6367,15.35,0.875,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,38.44,61.56,55.18,44.82,13.31,0.875,bicubic -resnet50d.a1_in1k,288,38.4167,61.5833,52.8667,47.1333,25.58,1.0,bicubic -hrnet_w18.ms_in1k,224,38.39,61.61,55.79,44.21,21.3,0.875,bilinear -ghostnetv2_160.in1k,224,38.3667,61.6333,55.6467,44.3533,12.39,0.875,bicubic -tinynet_a.in1k,192,38.3467,61.6533,55.4967,44.5033,6.19,0.875,bicubic -regnety_008_tv.tv2_in1k,224,38.33,61.67,54.3833,45.6167,6.43,0.965,bicubic -resnet34.a1_in1k,288,38.3233,61.6767,52.35,47.65,21.8,1.0,bicubic -densenet121.ra_in1k,288,38.2533,61.7467,55.2167,44.7833,7.98,0.95,bicubic -mixnet_l.ft_in1k,224,38.2367,61.7633,54.87,45.13,7.33,0.875,bicubic -convnext_femto.d1_in1k,224,38.2167,61.7833,54.71,45.29,5.22,0.875,bicubic -ecaresnet50t.a3_in1k,224,38.2033,61.7967,53.5933,46.4067,25.57,0.95,bicubic -resnet50d.a3_in1k,160,38.1867,61.8133,53.8267,46.1733,25.58,0.95,bicubic -poolformer_s12.sail_in1k,224,38.18,61.82,56.39,43.61,11.92,0.9,bicubic -regnety_032.pycls_in1k,224,38.1767,61.8233,54.4733,45.5267,19.44,0.875,bicubic -efficientnet_b1.ft_in1k,256,38.17,61.83,54.0333,45.9667,7.79,1.0,bicubic -hardcorenas_e.miil_green_in1k,224,38.1467,61.8533,55.2167,44.7833,8.07,0.875,bilinear -ecaresnet50t.a2_in1k,288,38.1467,61.8533,53.0233,46.9767,25.57,1.0,bicubic -vit_base_patch16_224.augreg_in1k,224,38.14,61.86,50.7067,49.2933,86.57,0.9,bicubic -coat_lite_tiny.in1k,224,38.0767,61.9233,53.4633,46.5367,5.72,0.9,bicubic -gmixer_24_224.ra3_in1k,224,37.9833,62.0167,52.1467,47.8533,24.72,0.875,bicubic -hardcorenas_c.miil_green_in1k,224,37.98,62.02,55.7,44.3,5.52,0.875,bilinear -resnext50_32x4d.a2_in1k,288,37.9667,62.0333,52.3767,47.6233,25.03,1.0,bicubic -resnet50.a3_in1k,160,37.96,62.04,53.32,46.68,25.56,0.95,bicubic -resnetrs50.tf_in1k,224,37.95,62.05,53.3,46.7,35.69,0.91,bicubic -mobilevitv2_125.cvnets_in1k,256,37.9267,62.0733,54.1033,45.8967,7.48,0.888,bicubic -res2net50_26w_4s.in1k,224,37.8967,62.1033,53.1333,46.8667,25.7,0.875,bilinear -shvit_s2.in1k,224,37.89,62.11,54.3967,45.6033,11.48,0.875,bicubic -resnet50c.gluon_in1k,224,37.8867,62.1133,54.2033,45.7967,25.58,0.875,bicubic -efficientnet_es.ra_in1k,224,37.8533,62.1467,54.9867,45.0133,5.44,0.875,bicubic -resnest14d.gluon_in1k,224,37.8267,62.1733,56.6133,43.3867,10.61,0.875,bilinear -efficientformerv2_s0.snap_dist_in1k,224,37.8133,62.1867,54.0167,45.9833,3.6,0.95,bicubic -convnext_femto.d1_in1k,288,37.81,62.19,54.2867,45.7133,5.22,0.95,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,37.8033,62.1967,53.85,46.15,6.27,1.0,bicubic -resnext50_32x4d.tv_in1k,224,37.7867,62.2133,54.1433,45.8567,25.03,0.875,bilinear -mobilenetv1_125.ra4_e3600_r224_in1k,224,37.7867,62.2133,54.1933,45.8067,6.27,0.9,bicubic -pit_ti_distilled_224.in1k,224,37.7833,62.2167,55.69,44.31,5.1,0.9,bicubic -seresnet50.a2_in1k,288,37.74,62.26,52.3133,47.6867,28.09,1.0,bicubic -resnet26t.ra2_in1k,256,37.7333,62.2667,55.3133,44.6867,16.01,0.94,bicubic -resnet34.a2_in1k,224,37.7067,62.2933,52.5733,47.4267,21.8,0.95,bicubic -efficientnet_b1.ft_in1k,224,37.6867,62.3133,53.87,46.13,7.79,0.875,bicubic -seresnet50.a3_in1k,160,37.6233,62.3767,53.2667,46.7333,28.09,0.95,bicubic -hardcorenas_d.miil_green_in1k,224,37.5933,62.4067,54.7233,45.2767,7.5,0.875,bilinear -ecaresnet26t.ra2_in1k,320,37.5933,62.4067,54.38,45.62,16.01,0.95,bicubic -vit_base_patch32_224.augreg_in1k,224,37.59,62.41,51.8667,48.1333,88.22,0.9,bicubic -resnet50.bt_in1k,288,37.5767,62.4233,53.7633,46.2367,25.56,0.95,bicubic -convnext_femto_ols.d1_in1k,224,37.5333,62.4667,53.4133,46.5867,5.23,0.875,bicubic -res2next50.in1k,224,37.53,62.47,52.87,47.13,24.67,0.875,bilinear -fastvit_t8.apple_dist_in1k,256,37.5133,62.4867,53.8633,46.1367,4.03,0.9,bicubic -convnextv2_femto.fcmae_ft_in1k,288,37.4633,62.5367,53.6533,46.3467,5.23,0.95,bicubic -lambda_resnet26t.c1_in1k,256,37.3933,62.6067,53.54,46.46,10.96,0.94,bicubic -hrnet_w18.ms_aug_in1k,224,37.3733,62.6267,54.2133,45.7867,21.3,0.95,bilinear -cs3darknet_focus_m.c2ns_in1k,256,37.37,62.63,54.1133,45.8867,9.3,0.887,bicubic -convnext_femto_ols.d1_in1k,288,37.2833,62.7167,53.16,46.84,5.23,0.95,bicubic -hardcorenas_b.miil_green_in1k,224,37.2733,62.7267,55.01,44.99,5.18,0.875,bilinear -mobilenetv3_large_100.miil_in21k_ft_in1k,224,37.2467,62.7533,53.55,46.45,5.48,0.875,bilinear -resnet50d.a2_in1k,288,37.2433,62.7567,51.8233,48.1767,25.58,1.0,bicubic -res2net50d.in1k,224,37.2233,62.7767,51.3033,48.6967,25.72,0.875,bilinear -resnet50.a2_in1k,288,37.2033,62.7967,51.45,48.55,25.56,1.0,bicubic -dla60.in1k,224,37.1833,62.8167,54.2933,45.7067,22.04,0.875,bilinear -res2net50_48w_2s.in1k,224,37.18,62.82,53.4133,46.5867,25.29,0.875,bilinear -cs3darknet_focus_m.c2ns_in1k,288,37.1733,62.8267,53.9467,46.0533,9.3,0.95,bicubic -fastvit_t8.apple_in1k,256,37.16,62.84,53.1467,46.8533,4.03,0.9,bicubic -lambda_resnet26rpt_256.c1_in1k,256,37.1267,62.8733,53.8433,46.1567,10.99,0.94,bicubic -regnety_016.pycls_in1k,224,37.1267,62.8733,54.15,45.85,11.2,0.875,bicubic -vit_small_patch16_224.augreg_in1k,224,37.1233,62.8767,51.61,48.39,22.05,0.9,bicubic -eca_halonext26ts.c1_in1k,256,37.1167,62.8833,53.09,46.91,10.76,0.94,bicubic -bat_resnext26ts.ch_in1k,256,37.1067,62.8933,53.7367,46.2633,10.73,0.9,bicubic -convnextv2_atto.fcmae_ft_in1k,224,37.0967,62.9033,53.09,46.91,3.71,0.875,bicubic -rexnet_100.nav_in1k,224,37.0633,62.9367,54.1033,45.8967,4.8,0.875,bicubic -tf_mixnet_l.in1k,224,37.0567,62.9433,52.76,47.24,7.33,0.875,bicubic -mobileone_s1.apple_in1k,224,37.0333,62.9667,54.6567,45.3433,4.83,0.9,bilinear -tf_efficientnet_b1.in1k,240,37.03,62.97,53.4567,46.5433,7.79,0.882,bicubic -fasternet_t1.in1k,224,37.0033,62.9967,54.91,45.09,7.6,1.0,bicubic -botnet26t_256.c1_in1k,256,36.98,63.02,53.09,46.91,12.49,0.95,bicubic -resnet34.a2_in1k,288,36.9667,63.0333,51.52,48.48,21.8,1.0,bicubic -resnet34.bt_in1k,224,36.9267,63.0733,53.6167,46.3833,21.8,0.875,bicubic -tf_efficientnet_lite2.in1k,260,36.92,63.08,53.39,46.61,6.09,0.89,bicubic -legacy_seresnet50.in1k,224,36.9133,63.0867,53.4767,46.5233,28.09,0.875,bilinear -ghostnetv2_130.in1k,224,36.8767,63.1233,54.2133,45.7867,8.96,0.875,bicubic -regnetx_016.pycls_in1k,224,36.8633,63.1367,53.4233,46.5767,9.19,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,36.7867,63.2133,53.1333,46.8667,5.28,0.95,bicubic -halonet26t.a1h_in1k,256,36.7833,63.2167,52.2333,47.7667,12.48,0.95,bicubic -densenet121.tv_in1k,224,36.7667,63.2333,53.9967,46.0033,7.98,0.875,bicubic -mobilenetv2_120d.ra_in1k,224,36.7233,63.2767,53.95,46.05,5.83,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,36.7133,63.2867,54.8633,45.1367,5.26,0.875,bilinear -eca_botnext26ts_256.c1_in1k,256,36.7,63.3,52.6067,47.3933,10.59,0.95,bicubic -repghostnet_150.in1k,224,36.6933,63.3067,54.1933,45.8067,6.58,0.875,bicubic -tf_efficientnet_lite1.in1k,240,36.6867,63.3133,53.7333,46.2667,5.42,0.882,bicubic -efficientnet_b0.ra_in1k,224,36.6733,63.3267,53.5967,46.4033,5.29,0.875,bicubic -resnext50_32x4d.a3_in1k,224,36.62,63.38,51.21,48.79,25.03,0.95,bicubic -vit_base_patch32_224.sam_in1k,224,36.59,63.41,53.0867,46.9133,88.22,0.9,bicubic -levit_conv_128s.fb_dist_in1k,224,36.5833,63.4167,53.0767,46.9233,7.78,0.9,bicubic -cs3darknet_m.c2ns_in1k,256,36.58,63.42,53.61,46.39,9.31,0.887,bicubic -levit_128s.fb_dist_in1k,224,36.5767,63.4233,53.0833,46.9167,7.78,0.9,bicubic -efficientvit_m4.r224_in1k,224,36.56,63.44,53.3067,46.6933,8.8,0.875,bicubic -ghostnetv3_100.in1k,224,36.56,63.44,54.1467,45.8533,8.13,0.875,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,36.53,63.47,52.8867,47.1133,3.05,1.0,bicubic -repvgg_a1.rvgg_in1k,224,36.52,63.48,53.82,46.18,14.09,0.875,bilinear -resnet34.a3_in1k,160,36.5167,63.4833,52.5733,47.4267,21.8,0.95,bicubic -tf_efficientnet_em.in1k,240,36.4767,63.5233,52.9067,47.0933,6.9,0.882,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,36.46,63.54,52.7967,47.2033,5.28,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,36.4433,63.5567,53.0733,46.9267,4.9,0.888,bicubic -cs3darknet_m.c2ns_in1k,288,36.4433,63.5567,53.2367,46.7633,9.31,0.95,bicubic -skresnet18.ra_in1k,224,36.33,63.67,54.2533,45.7467,11.96,0.875,bicubic -repvgg_b0.rvgg_in1k,224,36.3233,63.6767,54.0833,45.9167,15.82,0.875,bilinear -resnet34.bt_in1k,288,36.3133,63.6867,52.8467,47.1533,21.8,0.95,bicubic -resnet50d.a3_in1k,224,36.31,63.69,51.33,48.67,25.58,0.95,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,36.19,63.81,53.9967,46.0033,5.48,0.95,bicubic -legacy_seresnet34.in1k,224,36.1567,63.8433,52.5633,47.4367,21.96,0.875,bilinear -resnet50.tv_in1k,224,36.1567,63.8433,52.87,47.13,25.56,0.875,bilinear -xcit_nano_12_p16_384.fb_dist_in1k,384,36.1567,63.8433,53.2033,46.7967,3.05,1.0,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,36.1433,63.8567,54.2833,45.7167,3.77,0.95,bicubic -resnet34.tv_in1k,224,36.14,63.86,53.5533,46.4467,21.8,0.875,bilinear -efficientvit_m3.r224_in1k,224,36.1367,63.8633,52.55,47.45,6.9,0.875,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,36.12,63.88,54.2933,45.7067,5.91,0.9,bicubic -coat_tiny.in1k,224,36.1033,63.8967,51.0833,48.9167,5.5,0.9,bicubic -starnet_s2.in1k,224,36.05,63.95,53.67,46.33,3.68,0.875,bicubic -resnet50.a3_in1k,224,36.05,63.95,50.6467,49.3533,25.56,0.95,bicubic -convnext_atto.d2_in1k,224,36.04,63.96,52.9267,47.0733,3.7,0.875,bicubic -tf_efficientnet_lite0.in1k,224,36.0333,63.9667,53.4867,46.5133,4.65,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,288,36.0133,63.9867,51.16,48.84,3.71,0.95,bicubic -mobilenetv2_140.ra_in1k,224,36.01,63.99,53.9767,46.0233,6.11,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,35.9967,64.0033,52.4467,47.5533,11.69,0.9,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,224,35.98,64.02,52.5367,47.4633,11.71,0.9,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,35.9267,64.0733,52.0367,47.9633,11.71,1.0,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,35.8567,64.1433,53.77,46.23,5.48,1.0,bicubic -selecsls42b.in1k,224,35.8367,64.1633,52.5567,47.4433,32.46,0.875,bicubic -seresnext26ts.ch_in1k,256,35.83,64.17,54.0,46.0,10.39,0.9,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,35.8267,64.1733,51.9267,48.0733,11.69,1.0,bicubic -resnet34.gluon_in1k,224,35.8233,64.1767,52.3633,47.6367,21.8,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,224,35.8167,64.1833,52.4167,47.5833,11.71,0.9,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,35.7867,64.2133,52.5967,47.4033,4.23,0.95,bicubic -convnext_atto.d2_in1k,288,35.7833,64.2167,52.3467,47.6533,3.7,0.95,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,35.7567,64.2433,52.3133,47.6867,3.05,1.0,bicubic -resnet26t.ra2_in1k,320,35.7533,64.2467,53.5833,46.4167,16.01,1.0,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,320,35.7367,64.2633,53.4533,46.5467,3.77,1.0,bicubic -seresnet50.a3_in1k,224,35.7267,64.2733,51.2733,48.7267,28.09,0.95,bicubic -seresnext26ts.ch_in1k,288,35.7233,64.2767,53.47,46.53,10.39,1.0,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,35.7133,64.2867,52.81,47.19,4.23,0.875,bicubic -efficientnet_lite0.ra_in1k,224,35.69,64.31,53.72,46.28,4.65,0.875,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,35.6467,64.3533,53.82,46.18,11.69,0.875,bilinear -dla34.in1k,224,35.6467,64.3533,52.8367,47.1633,15.74,0.875,bilinear -mixnet_m.ft_in1k,224,35.6433,64.3567,52.46,47.54,5.01,0.875,bicubic -mobilenetv3_rw.rmsp_in1k,224,35.64,64.36,53.7667,46.2333,5.48,0.875,bicubic -convnext_atto_ols.a2_in1k,288,35.56,64.44,51.4567,48.5433,3.7,0.95,bicubic -regnetx_008.tv2_in1k,224,35.5567,64.4433,51.5033,48.4967,7.26,0.965,bicubic -convnext_atto_ols.a2_in1k,224,35.5067,64.4933,52.0767,47.9233,3.7,0.875,bicubic -inception_next_atto.sail_in1k,224,35.4967,64.5033,52.78,47.22,4.16,0.875,bicubic -efficientnet_es_pruned.in1k,224,35.3967,64.6033,52.8833,47.1167,5.44,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,288,35.3367,64.6633,51.7567,48.2433,11.71,1.0,bicubic -repghostnet_130.in1k,224,35.3233,64.6767,52.74,47.26,5.48,0.875,bicubic -mobilenetv2_110d.ra_in1k,224,35.2867,64.7133,52.81,47.19,4.52,0.875,bicubic -tf_mixnet_m.in1k,224,35.25,64.75,51.0033,48.9967,5.01,0.875,bicubic -hrnet_w18_small_v2.ms_in1k,224,35.2367,64.7633,52.5433,47.4567,15.6,0.875,bilinear -xcit_nano_12_p16_224.fb_dist_in1k,224,35.21,64.79,52.6067,47.3933,3.05,1.0,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,35.2067,64.7933,53.01,46.99,3.77,0.95,bicubic -resnet18d.ra2_in1k,224,35.1433,64.8567,52.9,47.1,11.71,0.875,bicubic -resnext26ts.ra2_in1k,256,35.11,64.89,53.4367,46.5633,10.3,0.9,bicubic -convit_tiny.fb_in1k,224,35.1,64.9,51.83,48.17,5.71,0.875,bicubic -resnet34.a3_in1k,224,35.09,64.91,50.52,49.48,21.8,0.95,bicubic -resnet18.a1_in1k,224,35.0333,64.9667,50.9833,49.0167,11.69,0.95,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,35.0133,64.9867,52.8967,47.1033,3.77,0.875,bicubic -tinynet_b.in1k,188,35.0133,64.9867,52.12,47.88,3.73,0.875,bicubic -gcresnext26ts.ch_in1k,288,35.0133,64.9867,51.46,48.54,10.48,1.0,bicubic -gcresnext26ts.ch_in1k,256,34.99,65.01,51.66,48.34,10.48,0.9,bicubic -shvit_s1.in1k,224,34.9633,65.0367,52.0467,47.9533,6.33,0.875,bicubic -eca_resnext26ts.ch_in1k,256,34.9533,65.0467,52.34,47.66,10.3,0.9,bicubic -regnety_004.tv2_in1k,224,34.9367,65.0633,51.3967,48.6033,4.34,0.965,bicubic -eca_resnext26ts.ch_in1k,288,34.9267,65.0733,52.3567,47.6433,10.3,1.0,bicubic -regnety_008.pycls_in1k,224,34.8833,65.1167,51.8867,48.1133,6.26,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,224,34.8433,65.1567,51.9867,48.0133,6.54,0.875,bicubic -resnext26ts.ra2_in1k,288,34.79,65.21,52.82,47.18,10.3,1.0,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,34.7667,65.2333,52.69,47.31,3.77,0.95,bicubic -mobilenetv3_large_100.ra_in1k,224,34.6733,65.3267,52.9333,47.0667,5.48,0.875,bicubic -crossvit_9_240.in1k,240,34.67,65.33,51.7967,48.2033,8.55,0.875,bicubic -tf_efficientnet_b0.in1k,224,34.66,65.34,51.1633,48.8367,5.29,0.875,bicubic -pit_ti_224.in1k,224,34.63,65.37,52.1333,47.8667,4.85,0.9,bicubic -seresnext26t_32x4d.bt_in1k,224,34.5633,65.4367,51.4867,48.5133,16.81,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,34.56,65.44,51.4767,48.5233,16.81,0.875,bicubic -pvt_v2_b0.in1k,224,34.41,65.59,53.0933,46.9067,3.67,0.9,bicubic -resnet26d.bt_in1k,224,34.34,65.66,51.83,48.17,16.01,0.875,bicubic -fbnetc_100.rmsp_in1k,224,34.3367,65.6633,51.49,48.51,5.57,0.875,bilinear -mixer_b16_224.goog_in21k_ft_in1k,224,34.3233,65.6767,48.07,51.93,59.88,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,34.3033,65.6967,52.3433,47.6567,3.77,0.875,bicubic -tf_efficientnet_es.in1k,224,34.3,65.7,51.5067,48.4933,5.44,0.875,bicubic -regnety_006.pycls_in1k,224,34.2833,65.7167,51.4233,48.5767,6.06,0.875,bicubic -resnet18d.ra2_in1k,288,34.24,65.76,51.69,48.31,11.71,0.95,bicubic -starnet_s1.in1k,224,34.2,65.8,50.7733,49.2267,2.87,0.875,bicubic -ghostnetv2_100.in1k,224,34.1667,65.8333,52.05,47.95,6.16,0.875,bicubic -swiftformer_xs.dist_in1k,224,34.16,65.84,50.7767,49.2233,3.48,0.95,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,34.1,65.9,48.24,51.76,2.16,0.875,bicubic -repvgg_a0.rvgg_in1k,224,34.09,65.91,52.0,48.0,9.11,0.875,bilinear -resnet18.a1_in1k,288,34.05,65.95,49.5167,50.4833,11.69,1.0,bicubic -tf_mobilenetv3_large_100.in1k,224,33.9933,66.0067,51.5533,48.4467,5.48,0.875,bilinear -mnasnet_100.rmsp_in1k,224,33.8733,66.1267,51.2167,48.7833,4.38,0.875,bicubic -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,33.85,66.15,48.16,51.84,2.16,0.9,bicubic -regnetx_004_tv.tv2_in1k,224,33.8367,66.1633,49.89,50.11,5.5,0.965,bicubic -repghostnet_111.in1k,224,33.8067,66.1933,51.55,48.45,4.54,0.875,bicubic -mobilevit_s.cvnets_in1k,256,33.79,66.21,49.48,50.52,5.58,0.9,bicubic -ese_vovnet19b_dw.ra_in1k,288,33.7667,66.2333,50.9367,49.0633,6.54,0.95,bicubic -regnetx_008.pycls_in1k,224,33.7333,66.2667,50.58,49.42,7.26,0.875,bicubic -lcnet_100.ra2_in1k,224,33.72,66.28,52.1033,47.8967,2.95,0.875,bicubic -semnasnet_075.rmsp_in1k,224,33.71,66.29,52.43,47.57,2.91,0.875,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,33.6667,66.3333,50.76,49.24,6.36,1.0,bicubic -xcit_nano_12_p8_224.fb_in1k,224,33.6233,66.3767,50.43,49.57,3.05,1.0,bicubic -mixnet_s.ft_in1k,224,33.62,66.38,51.0233,48.9767,4.13,0.875,bicubic -resnet26.bt_in1k,224,33.5967,66.4033,51.01,48.99,16.0,0.875,bicubic -semnasnet_100.rmsp_in1k,224,33.5567,66.4433,50.83,49.17,3.89,0.875,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,33.5567,66.4433,50.9633,49.0367,5.79,1.0,bicubic -spnasnet_100.rmsp_in1k,224,33.5033,66.4967,51.31,48.69,4.42,0.875,bilinear -crossvit_tiny_240.in1k,240,33.4433,66.5567,49.96,50.04,7.01,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,33.42,66.58,50.1433,49.8567,2.87,0.888,bicubic -vgg19_bn.tv_in1k,224,33.31,66.69,50.8833,49.1167,143.68,0.875,bilinear -regnetx_006.pycls_in1k,224,33.2767,66.7233,50.3267,49.6733,6.2,0.875,bicubic -resnet18.a2_in1k,224,33.2667,66.7333,49.52,50.48,11.69,0.95,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,33.2333,66.7667,51.1067,48.8933,3.27,0.887,bicubic -efficientvit_m2.r224_in1k,224,33.19,66.81,49.78,50.22,4.19,0.875,bicubic -edgenext_x_small.in1k,288,33.14,66.86,49.0433,50.9567,2.34,1.0,bicubic -repghostnet_100.in1k,224,33.1333,66.8667,50.7533,49.2467,4.07,0.875,bicubic -seresnext26t_32x4d.bt_in1k,288,33.0733,66.9267,50.2467,49.7533,16.81,0.95,bicubic -xcit_nano_12_p16_224.fb_in1k,224,33.0367,66.9633,50.0667,49.9333,3.05,1.0,bicubic -resnet18.tv_in1k,224,33.0233,66.9767,51.1433,48.8567,11.69,0.875,bilinear -seresnext26d_32x4d.bt_in1k,288,32.9967,67.0033,49.8633,50.1367,16.81,0.95,bicubic -mobileone_s0.apple_in1k,224,32.98,67.02,51.09,48.91,5.29,0.875,bilinear -hrnet_w18_small.gluon_in1k,224,32.8467,67.1533,50.4967,49.5033,13.19,0.875,bicubic -legacy_seresnext26_32x4d.in1k,224,32.7633,67.2367,49.22,50.78,16.79,0.875,bicubic -hrnet_w18_small.ms_in1k,224,32.73,67.27,50.6433,49.3567,13.19,0.875,bilinear -edgenext_x_small.in1k,256,32.72,67.28,48.67,51.33,2.34,0.9,bicubic -deit_tiny_patch16_224.fb_in1k,224,32.7133,67.2867,50.3267,49.6733,5.72,0.9,bicubic -legacy_seresnet18.in1k,224,32.6767,67.3233,50.3267,49.6733,11.78,0.875,bicubic -regnetx_004.pycls_in1k,224,32.6033,67.3967,49.3867,50.6133,5.16,0.875,bicubic -ghostnet_100.in1k,224,32.5967,67.4033,50.4167,49.5833,5.18,0.875,bicubic -mobilenetv2_100.ra_in1k,224,32.5933,67.4067,50.87,49.13,3.5,0.875,bicubic -resnet26d.bt_in1k,288,32.4767,67.5233,50.0933,49.9067,16.01,0.95,bicubic -resnet18.gluon_in1k,224,32.4233,67.5767,49.73,50.27,11.69,0.875,bicubic -regnety_004.pycls_in1k,224,32.3967,67.6033,49.4967,50.5033,4.34,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,32.3233,67.6767,49.8867,50.1133,3.27,1.0,bicubic -tf_mixnet_s.in1k,224,32.22,67.78,48.5933,51.4067,4.13,0.875,bicubic -resnet18.a2_in1k,288,32.1833,67.8167,47.9067,52.0933,11.69,1.0,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,32.15,67.85,49.1033,50.8967,5.72,0.9,bicubic -resnet26.bt_in1k,288,32.1467,67.8533,49.51,50.49,16.0,0.95,bicubic -tf_mobilenetv3_large_075.in1k,224,31.97,68.03,49.15,50.85,3.99,0.875,bilinear -tf_mobilenetv3_large_minimal_100.in1k,224,31.68,68.32,49.4433,50.5567,3.92,0.875,bilinear -resnet18.a3_in1k,160,31.5867,68.4133,48.37,51.63,11.69,0.95,bicubic -efficientvit_m1.r224_in1k,224,31.26,68.74,48.47,51.53,2.98,0.875,bicubic -repghostnet_080.in1k,224,30.9733,69.0267,48.8367,51.1633,3.28,0.875,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,30.87,69.13,47.68,52.32,6.34,0.9,bicubic -tinynet_c.in1k,184,30.53,69.47,48.5367,51.4633,2.46,0.875,bicubic -vgg16_bn.tv_in1k,224,30.38,69.62,47.3167,52.6833,138.37,0.875,bilinear -lcnet_075.ra2_in1k,224,30.38,69.62,48.76,51.24,2.36,0.875,bicubic -efficientvit_b0.r224_in1k,224,30.1133,69.8867,46.7133,53.2867,3.41,0.95,bicubic -resnet18.a3_in1k,224,30.0933,69.9067,46.3133,53.6867,11.69,0.95,bicubic -resnet10t.c3_in1k,176,29.79,70.21,47.8167,52.1833,5.44,0.875,bicubic -edgenext_xx_small.in1k,288,29.7467,70.2533,46.5067,53.4933,1.33,1.0,bicubic -mobilevit_xs.cvnets_in1k,256,29.6933,70.3067,46.09,53.91,2.32,0.9,bicubic -regnety_002.pycls_in1k,224,29.6833,70.3167,46.8233,53.1767,3.16,0.875,bicubic -edgenext_xx_small.in1k,256,29.4467,70.5533,46.3733,53.6267,1.33,0.9,bicubic -fasternet_t0.in1k,224,29.3467,70.6533,47.04,52.96,3.91,1.0,bicubic -mobilenetv3_small_100.lamb_in1k,224,29.0633,70.9367,47.2667,52.7333,2.54,0.875,bicubic -mnasnet_small.lamb_in1k,224,28.9833,71.0167,47.38,52.62,2.03,0.875,bicubic -vgg13_bn.tv_in1k,224,28.9567,71.0433,46.8233,53.1767,133.05,0.875,bilinear -resnet10t.c3_in1k,224,28.9067,71.0933,46.9667,53.0333,5.44,0.95,bicubic -regnetx_002.pycls_in1k,224,28.8567,71.1433,45.6033,54.3967,2.68,0.875,bicubic -efficientvit_m0.r224_in1k,224,28.8267,71.1733,45.8,54.2,2.35,0.875,bicubic -resnet14t.c3_in1k,176,28.7333,71.2667,46.04,53.96,10.08,0.875,bicubic -vgg19.tv_in1k,224,28.7,71.3,45.28,54.72,143.67,0.875,bilinear -mobilenetv2_050.lamb_in1k,224,28.68,71.32,46.5967,53.4033,1.97,0.875,bicubic -mobilevitv2_050.cvnets_in1k,256,28.63,71.37,45.2867,54.7133,1.37,0.888,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,256,28.57,71.43,46.6667,53.3333,2.24,0.95,bicubic -repghostnet_058.in1k,224,28.4967,71.5033,46.6067,53.3933,2.55,0.875,bicubic -dla60x_c.in1k,224,28.49,71.51,46.2467,53.7533,1.32,0.875,bilinear -vgg11_bn.tv_in1k,224,28.44,71.56,46.4767,53.5233,132.87,0.875,bilinear -tinynet_d.in1k,152,27.9933,72.0067,45.94,54.06,2.34,0.875,bicubic -vgg16.tv_in1k,224,27.96,72.04,44.7567,55.2433,138.36,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,224,27.8333,72.1667,46.4267,53.5733,2.24,0.875,bicubic -resnet14t.c3_in1k,224,27.6467,72.3533,44.7133,55.2867,10.08,0.95,bicubic -tf_mobilenetv3_small_100.in1k,224,27.57,72.43,44.9133,55.0867,2.54,0.875,bilinear -repghostnet_050.in1k,224,27.1333,72.8667,45.05,54.95,2.31,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,26.8033,73.1967,37.8633,62.1367,208.2,0.875,bicubic -vgg11.tv_in1k,224,26.62,73.38,43.5267,56.4733,132.86,0.875,bilinear -mobilenetv3_small_075.lamb_in1k,224,26.5767,73.4233,43.9233,56.0767,2.04,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,26.4033,73.5967,43.1367,56.8633,1.27,0.9,bicubic -dla46x_c.in1k,224,26.4033,73.5967,43.9067,56.0933,1.07,0.875,bilinear -vgg13.tv_in1k,224,26.3067,73.6933,43.4533,56.5467,133.05,0.875,bilinear -tf_mobilenetv3_small_075.in1k,224,26.2667,73.7333,43.78,56.22,2.04,0.875,bilinear -lcnet_050.ra2_in1k,224,26.2233,73.7767,44.59,55.41,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,25.8133,74.1867,43.6467,56.3533,2.04,0.875,bilinear -dla46_c.in1k,224,25.5133,74.4867,43.9033,56.0967,1.3,0.875,bilinear -test_vit3.r160_in1k,160,24.6233,75.3767,41.7367,58.2633,0.93,0.95,bicubic -tinynet_e.in1k,106,23.4733,76.5267,41.1767,58.8233,2.04,0.875,bicubic -test_convnext2.r160_in1k,160,22.4067,77.5933,40.41,59.59,0.48,0.95,bicubic -test_convnext3.r160_in1k,160,22.39,77.61,39.9633,60.0367,0.47,0.95,bicubic -mobilenetv3_small_050.lamb_in1k,224,21.7967,78.2033,38.7833,61.2167,1.59,0.875,bicubic -test_convnext.r160_in1k,160,19.6867,80.3133,36.7867,63.2133,0.27,0.95,bicubic -test_resnet.r160_in1k,160,18.2433,81.7567,35.14,64.86,0.47,0.95,bilinear -test_efficientnet_evos.r160_in1k,160,17.8967,82.1033,34.5733,65.4267,0.36,0.95,bicubic -test_nfnet.r160_in1k,160,17.5967,82.4033,34.2833,65.7167,0.38,0.95,bicubic -test_byobnet.r160_in1k,160,17.26,82.74,33.74,66.26,0.46,0.95,bicubic -test_efficientnet.r160_in1k,160,16.6633,83.3367,33.23,66.77,0.36,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,16.43,83.57,32.65,67.35,0.36,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,16.1233,83.8767,32.9067,67.0933,0.36,0.95,bicubic -test_vit2.r160_in1k,160,14.6333,85.3667,29.6933,70.3067,0.46,0.95,bicubic -test_vit.r160_in1k,160,13.4133,86.5867,27.98,72.02,0.37,0.95,bicubic -resmlp_12_224.fb_dino,224,0.5633,99.4367,2.7233,97.2767,15.35,0.875,bicubic -resmlp_24_224.fb_dino,224,0.5,99.5,2.38,97.62,30.02,0.875,bicubic +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.847,9.153,97.213,2.787,429.38,1.000,bicubic,-6.973,-2.547,+10 +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.617,9.383,97.913,2.087,846.47,1.000,bicubic,-7.153,-1.897,+17 +eva_giant_patch14_336.clip_ft_in1k,336,90.517,9.483,97.213,2.787,"1,013.01",1.000,bicubic,-7.343,-2.687,+4 +eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.477,9.523,97.277,2.723,305.08,1.000,bicubic,-7.343,-2.573,+6 +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.243,9.757,97.177,2.823,305.08,1.000,bicubic,-7.787,-2.713,-3 +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.240,9.760,96.977,3.023,414.14,1.000,bicubic,-7.480,-2.793,+17 +eva_giant_patch14_224.clip_ft_in1k,224,89.837,10.163,97.023,2.977,"1,012.56",0.900,bicubic,-7.743,-2.687,+29 +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,88.620,11.380,95.947,4.053,"1,013.01",1.000,bicubic,-9.400,-3.953,-5 +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,88.413,11.587,95.633,4.367,"1,014.45",1.000,bicubic,-9.577,-4.227,-5 +regnety_1280.swag_ft_in1k,384,88.313,11.687,96.490,3.510,644.81,1.000,bicubic,-9.457,-3.320,+5 +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,87.833,12.167,95.503,4.497,305.08,1.000,bicubic,-10.327,-4.377,-10 +eva02_large_patch14_448.mim_in22k_ft_in1k,448,87.530,12.470,95.757,4.243,305.08,1.000,bicubic,-10.330,-4.033,-4 +regnety_1280.swag_lc_in1k,224,86.943,13.057,95.737,4.263,644.81,0.965,bicubic,-10.477,-3.993,+39 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,84.573,15.427,94.407,5.593,200.13,1.000,bicubic,-12.817,-5.333,+42 +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,83.963,16.037,93.907,6.093,304.53,1.000,bicubic,-13.657,-5.823,+16 +vit_large_patch14_clip_336.laion2b_ft_in1k,336,83.650,16.350,93.487,6.513,304.53,1.000,bicubic,-13.590,-6.273,+72 +eva_large_patch14_336.in22k_ft_in1k,336,83.523,16.477,93.153,6.847,304.53,1.000,bicubic,-14.297,-6.677,-8 +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,83.273,16.727,93.123,6.877,632.05,1.000,bicubic,-13.837,-6.577,+98 +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,83.070,16.930,92.860,7.140,632.46,1.000,bicubic,-14.550,-6.900,+11 +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,82.963,17.037,92.657,7.343,632.05,1.000,bicubic,-14.377,-7.103,+45 +beit3_large_patch16_224.in22k_ft_in1k,224,82.740,17.260,92.880,7.120,304.57,1.000,bicubic,-14.710,-6.840,+26 +vit_large_patch14_clip_224.openai_ft_in1k,224,82.397,17.603,92.967,7.033,304.20,1.000,bicubic,-15.053,-6.783,+26 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,82.280,17.720,92.437,7.563,200.13,1.000,bicubic,-15.190,-7.323,+20 +vit_large_patch14_clip_224.laion2b_ft_in1k,224,81.697,18.303,92.240,7.760,304.20,1.000,bicubic,-15.333,-7.440,+109 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,81.467,18.533,92.057,7.943,200.13,1.000,bicubic,-15.823,-7.683,+52 +regnety_320.swag_lc_in1k,224,81.460,18.540,93.313,6.687,145.05,0.965,bicubic,-15.370,-6.417,+152 +eva_large_patch14_196.in22k_ft_in1k,196,81.300,18.700,91.537,8.463,304.14,1.000,bicubic,-16.230,-8.253,+13 +regnety_320.swag_ft_in1k,384,81.290,18.710,92.727,7.273,145.05,1.000,bicubic,-16.100,-6.963,+26 +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,81.220,18.780,91.577,8.423,304.57,1.000,bicubic,-16.170,-8.183,+28 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,80.990,19.010,91.943,8.057,200.13,1.000,bicubic,-16.140,-7.697,+84 +eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.093,19.907,89.333,10.667,304.53,1.000,bicubic,-17.807,-10.547,-26 +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,79.517,20.483,89.240,10.760,468.53,0.875,bilinear,-17.273,-10.470,+159 +resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,78.897,21.103,88.460,11.540,194.03,0.875,bilinear,-17.583,-10.930,+241 +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,78.727,21.273,89.000,11.000,304.20,1.000,bicubic,-18.913,-10.730,-5 +eva_large_patch14_196.in22k_ft_in22k_in1k,196,78.510,21.490,88.323,11.677,304.14,1.000,bicubic,-19.100,-11.487,-3 +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.503,21.497,88.540,11.460,304.53,1.000,bicubic,-18.957,-11.240,+9 +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.293,21.707,88.787,11.213,304.20,1.000,bicubic,-19.097,-10.943,+18 +regnety_160.swag_lc_in1k,224,78.233,21.767,91.703,8.297,83.59,0.965,bicubic,-18.197,-7.737,+251 +regnety_160.swag_ft_in1k,384,77.717,22.283,90.713,9.287,83.59,1.000,bicubic,-19.463,-9.037,+65 +eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.533,22.467,89.323,10.677,87.12,1.000,bicubic,-20.177,-10.437,-16 +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.423,22.577,88.423,11.577,87.12,1.000,bicubic,-20.177,-11.397,-8 +tf_efficientnet_l2.ns_jft_in1k_475,475,76.350,23.650,88.517,11.483,480.31,0.936,bicubic,-21.420,-11.333,-22 +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.310,23.690,87.050,12.950,304.43,0.950,bicubic,-21.450,-12.770,-21 +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,76.217,23.783,87.730,12.270,194.03,0.875,bilinear,-20.043,-11.670,+297 +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,75.970,24.030,86.617,13.383,660.29,1.000,bicubic,-21.890,-13.153,-39 +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,75.883,24.117,86.240,13.760,88.79,0.875,bilinear,-20.067,-13.160,+407 +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,75.840,24.160,86.933,13.067,660.29,1.000,bicubic,-21.970,-12.857,-35 +resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.573,24.427,87.047,12.953,88.79,0.875,bilinear,-20.697,-12.443,+289 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,75.203,24.797,88.480,11.520,88.59,1.000,bicubic,-21.857,-11.190,+77 +convnext_base.clip_laiona_augreg_ft_in1k_384,384,75.163,24.837,88.520,11.480,88.59,1.000,bicubic,-21.697,-11.070,+121 +tf_efficientnet_l2.ns_jft_in1k,800,74.590,25.410,87.483,12.517,480.31,0.960,bicubic,-23.180,-12.407,-37 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,73.703,26.297,87.303,12.697,88.59,1.000,bicubic,-23.097,-12.337,+133 +convnext_base.clip_laion2b_augreg_ft_in1k,256,73.447,26.553,87.200,12.800,88.59,1.000,bicubic,-23.133,-12.440,+186 +beit_large_patch16_384.in22k_ft_in22k_in1k,384,73.187,26.813,84.807,15.193,305.00,1.000,bicubic,-24.623,-15.053,-41 +beit_large_patch16_512.in22k_ft_in22k_in1k,512,73.047,26.953,84.937,15.063,305.67,1.000,bicubic,-24.723,-14.923,-37 +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,72.703,27.297,85.193,14.807,44.18,0.875,bilinear,-23.377,-14.327,+342 +maxvit_xlarge_tf_512.in21k_ft_in1k,512,71.903,28.097,83.030,16.970,475.77,1.000,bicubic,-25.857,-16.760,-36 +maxvit_xlarge_tf_384.in21k_ft_in1k,384,71.777,28.223,82.813,17.187,475.32,1.000,bicubic,-25.993,-16.997,-41 +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,71.170,28.830,83.153,16.847,136.50,1.000,bicubic,-26.380,-16.627,-21 +beit_large_patch16_224.in22k_ft_in22k_in1k,224,71.027,28.973,83.347,16.653,304.43,0.900,bicubic,-26.473,-16.333,-19 +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.843,29.157,82.207,17.793,632.13,1.000,bicubic,-26.407,-17.513,+23 +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,70.830,29.170,82.657,17.343,136.33,1.000,bicubic,-26.720,-17.093,-23 +deit3_large_patch16_384.fb_in22k_ft_in1k,384,70.620,29.380,82.403,17.597,304.76,1.000,bicubic,-26.960,-17.307,-28 +vit_base_patch16_clip_384.laion2b_ft_in1k,384,70.597,29.403,83.703,16.297,86.86,1.000,bicubic,-26.323,-15.967,+92 +beitv2_large_patch16_224.in1k_ft_in1k,224,70.440,29.560,83.413,16.587,304.43,0.950,bicubic,-26.850,-16.327,+11 +caformer_b36.sail_in22k_ft_in1k_384,384,70.433,29.567,82.413,17.587,98.75,1.000,bicubic,-27.217,-17.447,-40 +maxvit_base_tf_512.in21k_ft_in1k,512,70.433,29.567,81.620,18.380,119.88,1.000,bicubic,-27.337,-18.230,-50 +maxvit_large_tf_512.in21k_ft_in1k,512,70.357,29.643,81.660,18.340,212.33,1.000,bicubic,-27.303,-18.070,-42 +maxvit_large_tf_384.in21k_ft_in1k,384,70.007,29.993,80.997,19.003,212.03,1.000,bicubic,-27.663,-18.823,-44 +deit3_large_patch16_224.fb_in22k_ft_in1k,224,69.727,30.273,81.200,18.800,304.37,1.000,bicubic,-27.593,-18.400,0 +maxvit_base_tf_384.in21k_ft_in1k,384,69.597,30.403,80.717,19.283,119.65,1.000,bicubic,-27.963,-19.043,-34 +resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,69.107,30.893,82.930,17.070,25.03,0.875,bilinear,-26.553,-16.350,+482 +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.967,31.033,79.877,20.123,116.14,1.000,bicubic,-28.353,-19.803,-4 +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,68.920,31.080,81.023,18.977,136.06,1.000,bicubic,-28.330,-18.737,+9 +vit_base_patch16_clip_224.laion2b_ft_in1k,224,68.703,31.297,82.397,17.603,86.57,1.000,bicubic,-27.627,-17.083,+247 +convnextv2_large.fcmae_ft_in22k_in1k_384,384,68.530,31.470,80.987,19.013,197.96,1.000,bicubic,-29.120,-18.813,-48 +resnet50.fb_swsl_ig1b_ft_in1k,224,68.380,31.620,83.387,16.613,25.56,0.875,bilinear,-26.870,-15.923,+600 +caformer_b36.sail_in22k_ft_in1k,224,68.327,31.673,80.650,19.350,98.75,1.000,bicubic,-29.053,-19.180,-20 +hgnetv2_b6.ssld_stage1_in22k_in1k,224,68.070,31.930,81.840,18.160,75.26,0.965,bicubic,-28.960,-17.770,+55 +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.010,31.990,80.620,19.380,116.09,1.000,bicubic,-29.460,-19.140,-36 +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,67.980,32.020,79.923,20.077,134.42,1.000,bicubic,-29.450,-19.857,-31 +convnext_xlarge.fb_in22k_ft_in1k_384,384,67.780,32.220,80.127,19.873,350.20,1.000,bicubic,-29.800,-19.653,-48 +hgnetv2_b6.ssld_stage2_ft_in1k,224,67.727,32.273,81.730,18.270,75.26,0.965,bicubic,-29.143,-17.780,+85 +hgnetv2_b5.ssld_stage2_ft_in1k,224,67.587,32.413,81.003,18.997,39.57,0.965,bicubic,-28.953,-18.657,+168 +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,67.527,32.473,80.147,19.853,196.74,1.000,bicubic,-29.773,-19.623,-11 +vit_base_patch16_clip_384.openai_ft_in1k,384,67.263,32.737,81.787,18.213,86.86,1.000,bicubic,-29.557,-17.843,+94 +hgnetv2_b5.ssld_stage1_in22k_in1k,224,67.210,32.790,80.533,19.467,39.57,0.965,bicubic,-29.320,-19.087,+167 +vit_large_patch16_384.augreg_in21k_ft_in1k,384,67.123,32.877,78.720,21.280,304.72,1.000,bicubic,-30.307,-21.040,-39 +tf_efficientnet_b7.ns_jft_in1k,600,67.023,32.977,81.087,18.913,66.35,0.949,bicubic,-30.177,-18.613,+12 +convnextv2_base.fcmae_ft_in22k_in1k_384,384,67.003,32.997,79.720,20.280,88.72,1.000,bicubic,-30.367,-19.990,-31 +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,66.997,33.003,80.237,19.763,101.66,1.000,bicubic,-30.433,-19.543,-40 +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,66.517,33.483,78.273,21.727,73.88,1.000,bicubic,-30.843,-21.507,-30 +convnext_large.fb_in22k_ft_in1k_384,384,66.510,33.490,79.427,20.573,197.77,1.000,bicubic,-30.820,-20.333,-25 +beit3_base_patch16_224.in22k_ft_in1k,224,66.493,33.507,80.937,19.063,86.66,1.000,bicubic,-29.987,-18.663,+178 +convformer_b36.sail_in22k_ft_in1k_384,384,66.463,33.537,78.993,21.007,99.88,1.000,bicubic,-30.987,-20.697,-49 +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,66.340,33.660,77.857,22.143,116.14,0.950,bicubic,-30.750,-21.753,+22 +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,66.327,33.673,78.963,21.037,134.13,0.950,bicubic,-30.693,-20.747,+42 +hgnetv2_b6.ssld_stage2_ft_in1k,288,66.313,33.687,80.460,19.540,75.26,1.000,bicubic,-30.787,-19.280,+19 +hgnetv2_b6.ssld_stage1_in22k_in1k,288,66.253,33.747,80.503,19.497,75.26,1.000,bicubic,-30.827,-19.207,+21 +convnextv2_large.fcmae_ft_in22k_in1k,224,66.023,33.977,78.963,21.037,197.96,0.875,bicubic,-31.247,-20.747,-21 +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,65.960,34.040,79.243,20.757,196.74,1.000,bicubic,-31.220,-20.537,+6 +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,65.927,34.073,78.683,21.317,86.86,1.000,bicubic,-31.303,-21.077,-10 +vit_base_patch16_clip_224.openai_ft_in1k,224,65.883,34.117,80.870,19.130,86.57,0.900,bicubic,-30.477,-18.700,+207 +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,65.747,34.253,78.837,21.163,86.53,0.900,bicubic,-31.213,-20.803,+41 +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,65.570,34.430,79.977,20.023,86.66,1.000,bicubic,-31.130,-19.593,+104 +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,65.523,34.477,78.863,21.137,87.92,1.000,bicubic,-31.737,-20.937,-25 +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,65.507,34.493,78.440,21.560,196.74,0.900,bicubic,-31.713,-21.270,-11 +tf_efficientnet_b6.ns_jft_in1k,528,65.463,34.537,79.460,20.540,43.04,0.942,bicubic,-31.557,-20.210,+28 +caformer_m36.sail_in22k_ft_in1k_384,384,65.340,34.660,78.410,21.590,56.20,1.000,bicubic,-32.020,-21.320,-49 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,65.307,34.693,78.533,21.467,101.66,1.000,bicubic,-31.913,-21.147,-13 +convformer_b36.sail_in22k_ft_in1k,224,65.273,34.727,77.950,22.050,99.88,1.000,bicubic,-31.957,-21.750,-21 +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.247,34.753,78.410,21.590,64.27,1.000,bicubic,-32.163,-21.360,-59 +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,65.220,34.780,78.883,21.117,86.86,0.950,bicubic,-31.910,-20.837,+2 +convnext_xlarge.fb_in22k_ft_in1k,224,65.073,34.927,77.690,22.310,350.20,0.875,bicubic,-32.187,-22.050,-32 +hiera_huge_224.mae_in1k_ft_in1k,224,64.967,35.033,77.690,22.310,672.78,0.900,bicubic,-32.243,-22.070,-15 +nextvit_large.bd_ssld_6m_in1k_384,384,64.827,35.173,79.210,20.790,57.87,1.000,bicubic,-32.353,-20.480,-10 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,64.800,35.200,78.583,21.417,101.66,1.000,bicubic,-32.430,-21.167,-26 +convnext_xlarge.fb_in22k_ft_in1k,288,64.760,35.240,77.847,22.153,350.20,1.000,bicubic,-32.720,-21.973,-76 +convnext_base.fb_in22k_ft_in1k_384,384,64.743,35.257,78.177,21.823,88.59,1.000,bicubic,-32.497,-21.503,-33 +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,64.733,35.267,77.697,22.303,86.57,0.950,bicubic,-31.897,-21.863,+104 +convnextv2_large.fcmae_ft_in22k_in1k,288,64.663,35.337,78.173,21.827,197.96,1.000,bicubic,-32.677,-21.627,-55 +convnextv2_base.fcmae_ft_in22k_in1k,224,64.610,35.390,78.253,21.747,88.72,0.875,bicubic,-32.550,-21.407,-13 +hgnetv2_b5.ssld_stage2_ft_in1k,288,64.570,35.430,79.017,20.983,39.57,1.000,bicubic,-32.170,-20.693,+75 +vit_large_patch16_224.augreg_in21k_ft_in1k,224,64.367,35.633,76.273,23.727,304.33,0.900,bicubic,-32.353,-23.367,+82 +hgnetv2_b5.ssld_stage1_in22k_in1k,288,64.263,35.737,78.343,21.657,39.57,1.000,bicubic,-32.347,-21.237,+103 +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,64.167,35.833,75.917,24.083,329.09,1.000,bicubic,-32.793,-23.803,+20 +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,63.947,36.053,77.453,22.547,116.09,0.950,bicubic,-33.133,-22.227,-6 +hgnet_base.ssld_in1k,224,63.943,36.057,76.790,23.210,71.58,0.965,bicubic,-32.707,-22.770,+92 +convnext_large.fb_in22k_ft_in1k,288,63.940,36.060,77.323,22.677,197.77,1.000,bicubic,-33.300,-22.397,-42 +convnext_large.fb_in22k_ft_in1k,224,63.843,36.157,77.267,22.733,197.77,0.875,bicubic,-33.387,-22.393,-37 +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,63.733,36.267,78.060,21.940,196.53,0.900,bicubic,-33.217,-21.570,+17 +nextvit_base.bd_ssld_6m_in1k_384,384,63.600,36.400,78.487,21.513,44.82,1.000,bicubic,-33.620,-21.243,-37 +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,63.560,36.440,76.537,23.463,149.39,1.000,bicubic,-33.800,-23.143,-72 +hrnet_w48_ssld.paddle_in1k,224,63.483,36.517,76.577,23.423,77.47,0.950,bilinear,-32.737,-22.913,+221 +beit_base_patch16_384.in22k_ft_in22k_in1k,384,63.410,36.590,77.843,22.157,86.74,1.000,bicubic,-33.940,-21.867,-71 +caformer_m36.sail_in22k_ft_in1k,224,63.367,36.633,76.737,23.263,56.20,1.000,bicubic,-33.663,-22.993,-5 +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,63.290,36.710,76.797,23.203,64.11,0.950,bicubic,-33.860,-22.813,-27 +convnextv2_base.fcmae_ft_in22k_in1k,288,63.167,36.833,77.073,22.927,88.72,1.000,bicubic,-34.043,-22.557,-40 +convnextv2_huge.fcmae_ft_in1k,224,63.083,36.917,76.243,23.757,660.29,0.875,bicubic,-33.857,-23.407,+14 +caformer_s36.sail_in22k_ft_in1k_384,384,63.047,36.953,77.223,22.777,39.30,1.000,bicubic,-34.233,-22.497,-62 +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,63.023,36.977,77.733,22.267,87.90,1.000,bicubic,-34.047,-22.037,-19 +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.020,36.980,76.777,23.223,87.92,0.900,bicubic,-34.040,-22.813,-15 +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,63.007,36.993,76.697,23.303,86.57,0.950,bicubic,-33.523,-22.843,+114 +tf_efficientnet_b5.ns_jft_in1k,456,62.883,37.117,77.710,22.290,30.39,0.934,bicubic,-34.017,-21.750,+15 +deit3_base_patch16_384.fb_in22k_ft_in1k,384,62.677,37.323,75.603,24.397,86.88,1.000,bicubic,-34.563,-24.117,-56 +tf_efficientnetv2_l.in21k_ft_in1k,480,62.413,37.587,76.730,23.270,118.52,1.000,bicubic,-34.907,-22.990,-75 +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.410,37.590,76.613,23.387,86.58,0.900,bicubic,-34.530,-23.027,+5 +tf_efficientnetv2_l.in21k_ft_in1k,384,62.393,37.607,76.607,23.393,118.52,1.000,bicubic,-34.467,-23.083,+24 +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,62.350,37.650,75.000,25.000,73.88,0.950,bicubic,-34.840,-24.640,-47 +convnext_base.fb_in22k_ft_in1k,288,62.243,37.757,76.177,23.823,88.59,1.000,bicubic,-34.977,-23.583,-56 +vit_base_patch8_224.augreg_in21k_ft_in1k,224,62.233,37.767,75.677,24.323,86.58,0.900,bicubic,-34.857,-23.933,-32 +tf_efficientnetv2_xl.in21k_ft_in1k,384,62.193,37.807,75.413,24.587,208.12,1.000,bicubic,-34.707,-24.227,+8 +hgnet_base.ssld_in1k,288,62.140,37.860,75.250,24.750,71.58,1.000,bicubic,-34.660,-24.360,+33 +tf_efficientnetv2_xl.in21k_ft_in1k,512,62.127,37.873,75.607,24.393,208.12,1.000,bicubic,-35.193,-24.033,-82 +hrnet_w48_ssld.paddle_in1k,288,62.037,37.963,75.273,24.727,77.47,1.000,bilinear,-34.523,-24.367,+91 +nextvit_large.bd_ssld_6m_in1k,224,61.927,38.073,76.807,23.193,57.87,0.950,bicubic,-34.983,-22.833,+2 +deit3_base_patch16_224.fb_in22k_ft_in1k,224,61.917,38.083,74.717,25.283,86.59,1.000,bicubic,-34.973,-24.993,+7 +convnext_base.fb_in22k_ft_in1k,224,61.783,38.217,75.820,24.180,88.59,0.875,bicubic,-35.067,-23.950,+17 +convformer_m36.sail_in22k_ft_in1k_384,384,61.773,38.227,75.250,24.750,57.05,1.000,bicubic,-35.587,-24.460,-96 +beitv2_base_patch16_224.in1k_ft_in1k,224,61.487,38.513,76.000,24.000,86.53,0.900,bicubic,-35.293,-23.550,+34 +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,61.473,38.527,74.573,25.427,64.11,0.950,bicubic,-35.327,-25.107,+26 +convnextv2_huge.fcmae_ft_in1k,288,61.260,38.740,74.420,25.580,660.29,1.000,bicubic,-36.010,-25.300,-82 +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,61.243,38.757,74.673,25.327,60.60,1.000,bicubic,-35.967,-25.047,-64 +coatnet_2_rw_224.sw_in12k_ft_in1k,224,61.200,38.800,73.927,26.073,73.87,0.950,bicubic,-35.800,-25.713,-23 +tf_efficientnet_b4.ns_jft_in1k,380,61.107,38.893,76.063,23.937,19.34,0.922,bicubic,-35.603,-23.577,+42 +maxvit_base_tf_512.in1k,512,61.027,38.973,73.977,26.023,119.88,1.000,bicubic,-36.163,-25.673,-63 +convformer_m36.sail_in22k_ft_in1k,224,60.910,39.090,74.460,25.540,57.05,1.000,bicubic,-36.160,-25.170,-42 +nextvit_base.bd_ssld_6m_in1k,224,60.790,39.210,76.340,23.660,44.82,0.950,bicubic,-36.090,-23.320,-3 +caformer_s36.sail_in22k_ft_in1k,224,60.690,39.310,75.063,24.937,39.30,1.000,bicubic,-36.150,-24.667,+8 +nextvit_small.bd_ssld_6m_in1k_384,384,60.393,39.607,75.703,24.297,31.76,1.000,bicubic,-36.677,-24.057,-46 +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,60.303,39.697,73.733,26.267,88.30,1.000,bicubic,-36.307,-25.967,+61 +hiera_large_224.mae_in1k_ft_in1k,224,60.290,39.710,73.187,26.813,213.74,0.900,bicubic,-36.460,-26.223,+24 +tf_efficientnetv2_m.in21k_ft_in1k,480,60.263,39.737,75.107,24.893,54.14,1.000,bicubic,-36.757,-24.563,-33 +tf_efficientnetv2_m.in21k_ft_in1k,384,60.200,39.800,75.003,24.997,54.14,1.000,bicubic,-36.320,-24.467,+86 +vit_base_patch16_384.augreg_in21k_ft_in1k,384,60.187,39.813,73.847,26.153,86.86,1.000,bicubic,-36.833,-25.863,-38 +beit_base_patch16_224.in22k_ft_in22k_in1k,224,60.163,39.837,75.380,24.620,86.53,0.900,bicubic,-36.497,-24.280,+43 +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,60.120,39.880,73.317,26.683,88.34,1.000,bicubic,-36.450,-26.363,+67 +hgnet_small.ssld_in1k,224,60.010,39.990,75.160,24.840,24.36,0.965,bicubic,-36.150,-24.160,+191 +convnext_small.fb_in22k_ft_in1k_384,384,59.927,40.073,74.267,25.733,50.22,1.000,bicubic,-37.213,-25.313,-67 +maxvit_large_tf_512.in1k,512,59.880,40.120,72.797,27.203,212.33,1.000,bicubic,-37.180,-26.893,-52 +convformer_s36.sail_in22k_ft_in1k_384,384,59.867,40.133,73.857,26.143,40.01,1.000,bicubic,-37.183,-25.853,-52 +tiny_vit_21m_512.dist_in22k_ft_in1k,512,59.560,40.440,74.657,25.343,21.27,1.000,bicubic,-37.330,-24.963,-21 +hgnetv2_b4.ssld_stage2_ft_in1k,224,59.517,40.483,74.907,25.093,19.80,0.965,bicubic,-36.583,-24.613,+206 +convnextv2_large.fcmae_ft_in1k,224,59.460,40.540,74.023,25.977,197.96,0.875,bicubic,-37.390,-25.657,-10 +swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,59.313,40.687,73.927,26.073,87.77,0.900,bicubic,-37.357,-25.733,+33 +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,59.223,40.777,73.677,26.323,86.57,0.900,bicubic,-37.277,-25.913,+80 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,59.180,40.820,72.970,27.030,93.59,0.950,bicubic,-38.150,-26.780,-120 +maxvit_base_tf_384.in1k,384,59.167,40.833,71.707,28.293,119.65,1.000,bicubic,-37.973,-27.933,-75 +vit_base_patch32_clip_224.laion2b_ft_in1k,224,59.010,40.990,73.870,26.130,88.22,0.900,bicubic,-35.770,-25.260,+634 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,58.967,41.033,72.713,27.287,93.59,1.000,bicubic,-38.343,-27.067,-117 +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,58.960,41.040,72.720,27.280,60.40,0.950,bicubic,-37.640,-26.860,+42 +tiny_vit_21m_384.dist_in22k_ft_in1k,384,58.933,41.067,73.963,26.037,21.23,1.000,bicubic,-38.017,-25.697,-42 +convformer_s36.sail_in22k_ft_in1k,224,58.887,41.113,72.843,27.157,40.01,1.000,bicubic,-37.663,-26.757,+55 +volo_d5_512.sail_in1k,512,58.773,41.227,73.127,26.873,296.09,1.150,bicubic,-38.527,-26.653,-119 +volo_d5_448.sail_in1k,448,58.693,41.307,72.987,27.013,295.91,1.150,bicubic,-38.547,-26.733,-110 +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,58.693,41.307,71.860,28.140,328.99,0.900,bicubic,-37.527,-27.530,+158 +convnext_small.in12k_ft_in1k_384,384,58.637,41.363,72.643,27.357,50.22,1.000,bicubic,-38.353,-27.017,-55 +nextvit_small.bd_ssld_6m_in1k,224,58.587,41.413,74.227,25.773,31.76,0.950,bicubic,-38.023,-25.403,+32 +vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,58.560,41.440,73.267,26.733,88.30,0.950,bicubic,-37.840,-26.263,+101 +eva02_small_patch14_336.mim_in22k_ft_in1k,336,58.443,41.557,73.027,26.973,22.13,1.000,bicubic,-38.247,-26.573,+11 +maxvit_large_tf_384.in1k,384,58.417,41.583,71.113,28.887,212.03,1.000,bicubic,-38.533,-28.447,-50 +efficientvit_l3.r384_in1k,384,58.343,41.657,72.703,27.297,246.04,1.000,bicubic,-38.397,-26.897,0 +deit3_large_patch16_384.fb_in1k,384,58.323,41.677,72.953,27.047,304.76,1.000,bicubic,-38.547,-26.697,-34 +vit_large_patch16_rope_mixed_224.naver_in1k,224,58.283,41.717,71.973,28.027,304.20,0.900,bicubic,-37.877,-27.507,+169 +hgnet_small.ssld_in1k,288,58.230,41.770,73.753,26.247,24.36,1.000,bicubic,-38.170,-25.707,+92 +vit_large_patch16_rope_224.naver_in1k,224,58.213,41.787,71.950,28.050,304.17,0.900,bicubic,-38.177,-27.490,+96 +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,58.167,41.833,72.237,27.763,304.40,0.900,bicubic,-38.093,-27.363,+137 +deit3_huge_patch14_224.fb_in1k,224,58.110,41.890,72.063,27.937,632.13,0.900,bicubic,-38.480,-27.627,+29 +convnextv2_large.fcmae_ft_in1k,288,58.063,41.937,72.560,27.440,197.96,1.000,bicubic,-38.787,-27.100,-36 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.970,42.030,71.617,28.383,93.59,0.875,bicubic,-38.990,-28.103,-63 +tf_efficientnet_b8.ap_in1k,672,57.873,42.127,72.937,27.063,87.41,0.954,bicubic,-38.687,-26.613,+36 +rdnet_large.nv_in1k_ft_in1k_384,384,57.853,42.147,71.733,28.267,186.27,1.000,bicubic,-39.177,-27.937,-80 +vit_large_patch16_rope_ape_224.naver_in1k,224,57.820,42.180,72.120,27.880,304.37,0.900,bicubic,-38.340,-27.120,+159 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,57.677,42.323,71.377,28.623,93.59,1.000,bicubic,-39.503,-28.383,-109 +convnext_small.fb_in22k_ft_in1k,288,57.603,42.397,72.497,27.503,50.22,1.000,bicubic,-39.267,-27.153,-45 +efficientvit_l3.r320_in1k,320,57.597,42.403,71.557,28.443,246.04,1.000,bicubic,-39.153,-28.033,-19 +hgnetv2_b4.ssld_stage1_in22k_in1k,224,57.550,42.450,72.913,27.087,19.80,0.965,bicubic,-38.470,-26.527,+211 +efficientvit_l3.r224_in1k,224,57.530,42.470,71.363,28.637,246.04,1.000,bicubic,-38.960,-27.947,+52 +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,57.500,42.500,71.597,28.403,60.40,0.950,bicubic,-39.050,-27.963,+32 +mvitv2_large.fb_in1k,224,57.497,42.503,70.760,29.240,217.99,0.900,bicubic,-38.933,-29.000,+71 +cait_m48_448.fb_dist_in1k,448,57.433,42.567,71.787,28.213,356.46,1.000,bicubic,-39.457,-27.893,-58 +cait_m36_384.fb_dist_in1k,384,57.417,42.583,72.313,27.687,271.22,1.000,bicubic,-39.403,-27.347,-43 +tf_efficientnet_b3.ns_jft_in1k,300,57.400,42.600,72.427,27.573,12.23,0.904,bicubic,-38.700,-27.043,+168 +hgnetv2_b3.ssld_stage2_ft_in1k,224,57.390,42.610,73.290,26.710,16.29,0.965,bicubic,-38.400,-26.100,+286 +hgnetv2_b4.ssld_stage2_ft_in1k,288,57.340,42.660,72.960,27.040,19.80,1.000,bicubic,-38.960,-26.600,+106 +convnext_small.fb_in22k_ft_in1k,224,57.303,42.697,72.497,27.503,50.22,0.875,bicubic,-39.207,-26.993,+37 +volo_d4_448.sail_in1k,448,57.277,42.723,71.423,28.577,193.41,1.150,bicubic,-39.793,-28.287,-104 +tiny_vit_21m_224.dist_in22k_ft_in1k,224,57.160,42.840,72.553,27.447,21.20,0.950,bicubic,-39.240,-26.947,+71 +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,57.037,42.963,71.337,28.663,88.22,0.900,bicubic,-38.203,-27.913,+453 +efficientvit_l3.r256_in1k,256,57.003,42.997,70.747,29.253,246.04,1.000,bicubic,-39.637,-28.543,-8 +hgnetv2_b3.ssld_stage1_in22k_in1k,224,56.967,43.033,72.927,27.073,16.29,0.965,bicubic,-38.783,-26.513,+296 +maxvit_small_tf_512.in1k,512,56.947,43.053,70.953,29.047,69.13,1.000,bicubic,-40.233,-28.667,-124 +vit_base_patch16_224.augreg_in21k_ft_in1k,224,56.860,43.140,70.680,29.320,86.57,0.900,bicubic,-39.440,-28.810,+100 +convnext_small.in12k_ft_in1k,224,56.750,43.250,71.060,28.940,50.22,0.950,bicubic,-39.820,-28.450,+8 +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,56.687,43.313,69.760,30.240,38.85,1.000,bicubic,-39.473,-29.720,+135 +efficientvit_l2.r288_in1k,288,56.543,43.457,70.110,29.890,63.71,1.000,bicubic,-40.137,-29.530,-19 +deit3_large_patch16_224.fb_in1k,224,56.483,43.517,70.463,29.537,304.37,0.900,bicubic,-39.737,-28.967,+122 +rdnet_large.nv_in1k,224,56.393,43.607,70.000,30.000,186.27,0.900,bicubic,-39.987,-29.470,+67 +volo_d5_224.sail_in1k,224,56.383,43.617,70.687,29.313,295.46,0.960,bicubic,-40.527,-28.973,-82 +xcit_large_24_p8_384.fb_dist_in1k,384,56.373,43.627,71.247,28.753,188.93,1.000,bicubic,-40.417,-28.283,-50 +hgnet_tiny.ssld_in1k,224,56.340,43.660,71.980,28.020,14.74,0.965,bicubic,-39.030,-27.410,+399 +flexivit_large.1200ep_in1k,240,56.260,43.740,71.593,28.407,304.36,0.950,bicubic,-40.540,-28.087,-54 +dm_nfnet_f5.dm_in1k,416,56.257,43.743,70.100,29.900,377.21,0.954,bicubic,-40.553,-29.600,-59 +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,56.070,43.930,71.793,28.207,28.64,1.000,bicubic,-40.560,-27.687,-21 +flexivit_large.600ep_in1k,240,56.060,43.940,71.213,28.787,304.36,0.950,bicubic,-40.680,-28.407,-44 +xcit_large_24_p8_224.fb_dist_in1k,224,55.997,44.003,70.687,29.313,188.93,1.000,bicubic,-40.633,-28.903,-21 +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,55.963,44.037,70.347,29.653,38.88,0.950,bicubic,-40.527,-29.203,+22 +dm_nfnet_f6.dm_in1k,448,55.907,44.093,69.860,30.140,438.36,0.956,bicubic,-41.023,-29.860,-94 +caformer_s18.sail_in22k_ft_in1k_384,384,55.867,44.133,71.277,28.723,26.34,1.000,bicubic,-40.653,-28.313,+9 +vit_base_patch32_clip_224.openai_ft_in1k,224,55.847,44.153,72.203,27.797,88.22,0.900,bicubic,-38.583,-26.857,+675 +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,55.727,44.273,70.997,29.003,39.03,0.950,bicubic,-40.773,-28.523,+13 +efficientvit_l2.r384_in1k,384,55.720,44.280,69.903,30.097,63.71,1.000,bicubic,-40.970,-29.517,-38 +flexivit_large.300ep_in1k,240,55.697,44.303,70.700,29.300,304.36,0.950,bicubic,-40.993,-28.880,-40 +regnety_160.sw_in12k_ft_in1k,224,55.660,44.340,69.997,30.003,83.59,0.950,bicubic,-40.930,-29.523,-19 +convnext_small.in12k_ft_in1k,288,55.643,44.357,70.597,29.403,50.22,1.000,bicubic,-40.947,-28.983,-19 +regnety_160.lion_in12k_ft_in1k,224,55.620,44.380,69.737,30.263,83.59,0.950,bicubic,-40.890,-29.953,+6 +hiera_base_plus_224.mae_in1k_ft_in1k,224,55.570,44.430,68.973,31.027,69.90,0.900,bicubic,-40.800,-30.447,+52 +hgnetv2_b4.ssld_stage1_in22k_in1k,288,55.380,44.620,71.047,28.953,19.80,1.000,bicubic,-40.880,-28.453,+82 +hrnet_w18_ssld.paddle_in1k,224,55.287,44.713,69.797,30.203,21.30,0.950,bilinear,-39.863,-29.413,+453 +hgnetv2_b3.ssld_stage2_ft_in1k,288,55.090,44.910,71.253,28.747,16.29,1.000,bicubic,-40.940,-28.147,+159 +caformer_b36.sail_in1k_384,384,55.040,44.960,67.980,32.020,98.75,1.000,bicubic,-42.110,-31.700,-150 +convformer_s18.sail_in22k_ft_in1k_384,384,54.987,45.013,70.000,30.000,26.77,1.000,bicubic,-41.803,-29.550,-73 +caformer_m36.sail_in1k_384,384,54.947,45.053,68.367,31.633,56.20,1.000,bicubic,-42.073,-31.333,-128 +xcit_large_24_p16_384.fb_dist_in1k,384,54.870,45.130,69.923,30.077,189.10,1.000,bicubic,-42.060,-29.587,-109 +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,54.843,45.157,70.830,29.170,49.61,0.900,bicubic,-41.187,-28.690,+160 +volo_d4_224.sail_in1k,224,54.710,45.290,68.827,31.173,192.96,0.960,bicubic,-42.070,-30.793,-74 +dm_nfnet_f4.dm_in1k,384,54.693,45.307,68.940,31.060,316.07,0.951,bicubic,-42.047,-30.610,-68 +maxvit_tiny_tf_512.in1k,512,54.647,45.353,68.887,31.113,31.05,1.000,bicubic,-42.323,-30.783,-124 +deit3_small_patch16_384.fb_in22k_ft_in1k,384,54.590,45.410,68.377,31.623,22.21,1.000,bicubic,-42.090,-31.203,-54 +efficientvit_l2.r224_in1k,224,54.580,45.420,67.947,32.053,63.71,1.000,bicubic,-41.680,-31.383,+75 +hgnetv2_b2.ssld_stage1_in22k_in1k,224,54.577,45.423,70.590,29.410,11.22,0.965,bicubic,-40.453,-28.590,+484 +hgnet_tiny.ssld_in1k,288,54.557,45.443,70.517,29.483,14.74,1.000,bicubic,-41.053,-28.853,+299 +convnextv2_base.fcmae_ft_in1k,224,54.537,45.463,68.917,31.083,88.72,0.875,bicubic,-41.933,-30.663,+7 +caformer_s36.sail_in1k_384,384,54.530,45.470,68.647,31.353,39.30,1.000,bicubic,-42.350,-31.033,-108 +regnetz_e8.ra3_in1k,256,54.527,45.473,68.447,31.553,57.70,0.940,bicubic,-41.903,-31.023,+15 +hgnetv2_b3.ssld_stage1_in22k_in1k,288,54.480,45.520,70.923,29.077,16.29,1.000,bicubic,-41.500,-28.537,+167 +tf_efficientnetv2_l.in1k,384,54.437,45.563,68.540,31.460,118.52,1.000,bicubic,-42.113,-30.930,-27 +dm_nfnet_f5.dm_in1k,544,54.390,45.610,68.570,31.430,377.21,0.954,bicubic,-42.630,-31.050,-140 +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.387,45.613,69.503,30.497,98.95,1.000,bicubic,-42.093,-30.017,-8 +vit_base_patch16_rope_mixed_224.naver_in1k,224,54.380,45.620,68.740,31.260,86.44,0.900,bicubic,-41.610,-30.580,+162 +dm_nfnet_f3.dm_in1k,320,54.363,45.637,68.473,31.527,254.92,0.940,bicubic,-42.007,-31.117,+27 +maxvit_small_tf_384.in1k,384,54.340,45.660,68.167,31.833,69.02,1.000,bicubic,-42.390,-31.383,-78 +xcit_large_24_p16_224.fb_dist_in1k,224,54.297,45.703,68.963,31.037,189.10,1.000,bicubic,-42.013,-30.517,+46 +efficientvit_l2.r256_in1k,256,54.290,45.710,67.873,32.127,63.71,1.000,bicubic,-42.190,-31.727,-7 +efficientnet_b5.sw_in12k_ft_in1k,448,54.277,45.723,69.823,30.177,30.39,1.000,bicubic,-42.543,-29.837,-103 +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,54.253,45.747,68.277,31.723,86.59,0.900,bicubic,-41.807,-31.133,+120 +inception_next_base.sail_in1k_384,384,54.237,45.763,68.487,31.513,86.67,1.000,bicubic,-42.493,-31.103,-84 +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,54.217,45.783,70.273,29.727,936.53,1.000,bilinear,-42.673,-29.347,-126 +efficientnetv2_rw_m.agc_in1k,320,54.197,45.803,69.037,30.963,53.24,1.000,bicubic,-41.993,-30.543,+75 +regnety_160.sw_in12k_ft_in1k,288,54.160,45.840,68.860,31.140,83.59,1.000,bicubic,-42.650,-30.740,-107 +caformer_s18.sail_in22k_ft_in1k,224,54.117,45.883,69.673,30.327,26.34,1.000,bicubic,-41.913,-29.917,+130 +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,54.093,45.907,68.787,31.213,36.47,1.000,bicubic,-41.977,-30.673,+108 +regnety_160.lion_in12k_ft_in1k,288,54.087,45.913,68.873,31.127,83.59,1.000,bicubic,-42.753,-30.747,-117 +mambaout_base_wide_rw.sw_e500_in1k,224,54.027,45.973,68.060,31.940,94.45,0.950,bicubic,-42.153,-31.460,+72 +tf_efficientnet_b5.ap_in1k,456,53.943,46.057,69.230,30.770,30.39,0.934,bicubic,-42.147,-30.090,+98 +regnety_120.sw_in12k_ft_in1k,224,53.937,46.063,68.873,31.127,51.82,0.950,bicubic,-42.263,-30.657,+64 +volo_d3_448.sail_in1k,448,53.933,46.067,67.950,32.050,86.63,1.000,bicubic,-43.107,-31.730,-167 +caformer_b36.sail_in1k,224,53.927,46.073,66.607,33.393,98.75,1.000,bicubic,-42.613,-32.853,-45 +efficientnet_h_b5.sw_r448_e450_in1k,448,53.763,46.237,69.273,30.727,45.88,1.000,bicubic,-42.577,-30.237,+20 +xcit_medium_24_p8_224.fb_dist_in1k,224,53.660,46.340,68.303,31.697,84.32,1.000,bicubic,-42.860,-31.267,-40 +dm_nfnet_f6.dm_in1k,576,53.660,46.340,68.183,31.817,438.36,0.956,bicubic,-43.320,-31.577,-157 +tf_efficientnet_b6.ap_in1k,528,53.607,46.393,68.570,31.430,43.04,0.942,bicubic,-42.743,-30.830,+11 +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,53.587,46.413,69.177,30.823,38.86,0.950,bicubic,-42.413,-30.313,+132 +hgnetv2_b2.ssld_stage2_ft_in1k,224,53.530,46.470,69.820,30.180,11.22,0.965,bicubic,-41.680,-29.420,+395 +cait_s36_384.fb_dist_in1k,384,53.520,46.480,68.010,31.990,68.37,1.000,bicubic,-43.120,-31.590,-84 +tf_efficientnet_b2.ns_jft_in1k,260,53.497,46.503,70.363,29.637,9.11,0.890,bicubic,-42.013,-28.897,+292 +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,53.483,46.517,68.303,31.697,34.36,0.950,bicubic,-42.977,-31.307,-24 +mambaout_base_wide_rw.sw_e500_in1k,288,53.447,46.553,67.563,32.437,94.45,1.000,bicubic,-43.033,-32.097,-33 +deit3_base_patch16_384.fb_in1k,384,53.440,46.560,67.590,32.410,86.88,1.000,bicubic,-42.790,-31.820,+44 +deit3_base_patch16_224.fb_in1k,224,53.433,46.567,67.573,32.427,86.59,0.900,bicubic,-42.357,-31.847,+202 +dm_nfnet_f3.dm_in1k,416,53.430,46.570,67.583,32.417,254.92,0.940,bicubic,-43.180,-31.887,-82 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,53.427,46.573,68.587,31.413,32.59,0.950,bicubic,-42.883,-30.823,+18 +convnext_large.fb_in1k,224,53.413,46.587,68.067,31.933,197.77,0.875,bicubic,-42.627,-31.433,+104 +vit_base_patch32_384.augreg_in21k_ft_in1k,384,53.403,46.597,68.150,31.850,88.30,1.000,bicubic,-42.507,-31.080,+147 +convformer_s18.sail_in22k_ft_in1k,224,53.390,46.610,68.623,31.377,26.77,1.000,bicubic,-42.700,-30.867,+79 +vit_base_patch16_rope_ape_224.naver_in1k,224,53.390,46.610,68.107,31.893,86.59,0.900,bicubic,-42.380,-31.173,+202 +convnextv2_base.fcmae_ft_in1k,288,53.390,46.610,67.780,32.220,88.72,1.000,bicubic,-43.110,-31.850,-48 +vit_base_patch16_rope_224.naver_in1k,224,53.377,46.623,67.653,32.347,86.43,0.900,bicubic,-42.343,-31.647,+220 +xcit_medium_24_p8_384.fb_dist_in1k,384,53.337,46.663,68.097,31.903,84.32,1.000,bicubic,-43.443,-31.573,-126 +tf_efficientnet_b7.ap_in1k,600,53.313,46.687,68.907,31.093,66.35,0.949,bicubic,-43.037,-30.473,-8 +convnextv2_tiny.fcmae_ft_in22k_in1k,224,53.273,46.727,69.313,30.687,28.64,0.875,bicubic,-42.787,-30.097,+86 +tf_efficientnetv2_s.in21k_ft_in1k,300,53.273,46.727,69.130,30.870,21.46,1.000,bicubic,-42.627,-30.170,+142 +hrnet_w18_ssld.paddle_in1k,288,53.260,46.740,68.147,31.853,21.30,1.000,bilinear,-42.500,-31.263,+200 +tf_efficientnetv2_s.in21k_ft_in1k,384,53.257,46.743,69.070,30.930,21.46,1.000,bicubic,-43.203,-30.500,-41 +maxvit_base_tf_224.in1k,224,53.257,46.743,66.213,33.787,119.47,0.950,bicubic,-43.093,-33.327,-9 +xcit_medium_24_p16_384.fb_dist_in1k,384,53.237,46.763,68.103,31.897,84.40,1.000,bicubic,-43.453,-31.507,-114 +tf_efficientnetv2_l.in1k,480,53.193,46.807,67.867,32.133,118.52,1.000,bicubic,-43.537,-31.753,-122 +tf_efficientnet_b8.ra_in1k,672,53.163,46.837,68.953,31.047,87.41,0.954,bicubic,-43.537,-30.627,-118 +convnext_large.fb_in1k,288,53.140,46.860,67.820,32.180,197.77,1.000,bicubic,-43.250,-31.710,-28 +hiera_base_224.mae_in1k_ft_in1k,224,53.140,46.860,67.507,32.493,51.52,0.900,bicubic,-43.200,-32.013,-9 +tf_efficientnet_b4.ap_in1k,380,53.113,46.887,68.300,31.700,19.34,0.922,bicubic,-42.387,-31.080,+269 +regnetz_e8.ra3_in1k,320,53.060,46.940,67.183,32.817,57.70,1.000,bicubic,-43.560,-32.267,-106 +maxvit_large_tf_224.in1k,224,53.010,46.990,65.433,34.567,211.79,0.950,bicubic,-43.340,-34.167,-19 +efficientnet_x_b5.sw_r448_e450_in1k,448,52.953,47.047,68.000,32.000,33.44,1.000,bicubic,-43.067,-31.350,+95 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,52.943,47.057,68.250,31.750,32.59,1.000,bicubic,-43.587,-31.290,-79 +convnext_tiny.in12k_ft_in1k_384,384,52.890,47.110,68.400,31.600,28.59,1.000,bicubic,-43.690,-31.260,-98 +rexnetr_300.sw_in12k_ft_in1k,224,52.873,47.127,69.183,30.817,34.81,0.950,bicubic,-43.117,-30.157,+102 +efficientnet_h_b5.sw_r448_e450_in1k,576,52.813,47.187,68.280,31.720,45.88,1.000,bicubic,-43.787,-31.310,-104 +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,52.787,47.213,66.423,33.577,41.72,0.950,bicubic,-43.373,-33.067,+35 +deit3_small_patch16_224.fb_in22k_ft_in1k,224,52.770,47.230,66.850,33.150,22.06,1.000,bicubic,-43.050,-32.570,+160 +rdnet_small.nv_in1k,224,52.753,47.247,67.423,32.577,50.44,0.900,bicubic,-43.067,-31.987,+158 +volo_d3_224.sail_in1k,224,52.677,47.323,66.293,33.707,86.33,0.960,bicubic,-43.783,-33.317,-60 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,52.673,47.327,67.763,32.237,32.59,0.950,bicubic,-43.647,-31.617,-15 +mambaout_base_tall_rw.sw_e500_in1k,224,52.653,47.347,66.680,33.320,86.48,0.950,bicubic,-43.467,-32.850,+41 +rdnet_base.nv_in1k,224,52.647,47.353,66.860,33.140,87.45,0.900,bicubic,-43.443,-32.640,+51 +mambaout_base_short_rw.sw_e500_in1k,224,52.623,47.377,66.713,33.287,88.83,0.950,bicubic,-43.427,-32.697,+67 +maxvit_tiny_tf_384.in1k,384,52.607,47.393,66.737,33.263,30.98,1.000,bicubic,-43.963,-32.843,-104 +efficientvit_l1.r224_in1k,224,52.547,47.453,65.690,34.310,52.65,1.000,bicubic,-43.423,-33.650,+100 +regnety_120.sw_in12k_ft_in1k,288,52.483,47.517,67.520,32.480,51.82,1.000,bicubic,-44.087,-32.050,-108 +dm_nfnet_f4.dm_in1k,512,52.397,47.603,66.913,33.087,316.07,0.951,bicubic,-44.553,-32.707,-201 +efficientnetv2_rw_m.agc_in1k,416,52.360,47.640,67.237,32.763,53.24,1.000,bicubic,-43.910,-32.323,-13 +tf_efficientnet_b7.ra_in1k,600,52.347,47.653,68.200,31.800,66.35,0.949,bicubic,-44.263,-31.330,-121 +tf_efficientnetv2_m.in1k,384,52.330,47.670,67.087,32.913,54.14,1.000,bicubic,-43.710,-32.383,+63 +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,52.330,47.670,66.197,33.803,63.95,0.950,bicubic,-43.800,-33.263,+26 +xcit_small_24_p8_384.fb_dist_in1k,384,52.313,47.687,66.847,33.153,47.63,1.000,bicubic,-44.507,-32.743,-174 +inception_next_base.sail_in1k,224,52.293,47.707,65.843,34.157,86.67,0.950,bicubic,-43.617,-33.597,+106 +resnet18.fb_swsl_ig1b_ft_in1k,224,52.260,47.740,70.470,29.530,11.69,0.875,bilinear,-38.800,-27.730,+1084 +xcit_medium_24_p16_224.fb_dist_in1k,224,52.233,47.767,66.887,33.113,84.40,1.000,bicubic,-44.027,-32.593,-15 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,52.230,47.770,67.123,32.877,32.59,1.000,bicubic,-44.450,-32.407,-143 +convformer_b36.sail_in1k_384,384,52.207,47.793,66.353,33.647,99.88,1.000,bicubic,-44.663,-33.267,-193 +deit_base_distilled_patch16_384.fb_in1k,384,52.200,47.800,67.720,32.280,87.63,1.000,bicubic,-44.300,-31.870,-96 +hgnetv2_b2.ssld_stage1_in22k_in1k,288,52.197,47.803,68.803,31.197,11.22,1.000,bicubic,-43.363,-30.417,+228 +convformer_m36.sail_in1k_384,384,52.167,47.833,65.930,34.070,57.05,1.000,bicubic,-44.603,-33.680,-168 +xcit_small_24_p8_224.fb_dist_in1k,224,52.163,47.837,66.730,33.270,47.63,1.000,bicubic,-44.387,-32.750,-115 +nextvit_large.bd_in1k_384,384,52.140,47.860,67.447,32.553,57.87,1.000,bicubic,-44.330,-32.103,-86 +convnext_tiny.fb_in22k_ft_in1k_384,384,52.073,47.927,66.873,33.127,28.59,1.000,bicubic,-44.087,-32.677,+5 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,52.070,47.930,68.833,31.167,236.34,1.000,bicubic,-44.100,-30.567,0 +ecaresnet269d.ra2_in1k,320,52.050,47.950,66.523,33.477,102.09,0.950,bicubic,-44.370,-32.987,-76 +mambaout_base_tall_rw.sw_e500_in1k,288,52.037,47.963,66.073,33.927,86.48,1.000,bicubic,-44.363,-33.547,-71 +resmlp_big_24_224.fb_in22k_ft_in1k,224,51.913,48.087,68.427,31.573,129.14,0.875,bicubic,-44.447,-31.083,-59 +convformer_s36.sail_in1k_384,384,51.890,48.110,66.103,33.897,40.01,1.000,bicubic,-44.810,-33.447,-163 +fastvit_ma36.apple_dist_in1k,256,51.880,48.120,67.027,32.973,44.07,0.950,bicubic,-44.420,-32.593,-38 +xcit_small_24_p16_384.fb_dist_in1k,384,51.870,48.130,66.317,33.683,47.67,1.000,bicubic,-44.510,-33.263,-69 +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,51.820,48.180,69.360,30.640,236.34,1.000,bilinear,-44.710,-30.230,-119 +mambaout_base_short_rw.sw_e500_in1k,288,51.763,48.237,65.840,34.160,88.83,1.000,bicubic,-44.687,-33.690,-88 +convnextv2_tiny.fcmae_ft_in22k_in1k,288,51.750,48.250,67.727,32.273,28.64,1.000,bicubic,-44.590,-31.823,-59 +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,51.740,48.260,65.840,34.160,86.43,0.950,bicubic,-44.310,-33.560,+38 +cait_s24_384.fb_dist_in1k,384,51.730,48.270,66.317,33.683,47.06,1.000,bicubic,-44.850,-33.233,-138 +caformer_m36.sail_in1k,224,51.673,48.327,64.473,35.527,56.20,1.000,bicubic,-44.737,-35.057,-84 +caformer_s36.sail_in1k,224,51.653,48.347,64.880,35.120,39.30,1.000,bicubic,-44.437,-34.660,+14 +convnext_tiny.in12k_ft_in1k,224,51.640,48.360,67.717,32.283,28.59,0.950,bicubic,-44.550,-31.743,-19 +regnety_2560.seer_ft_in1k,384,51.613,48.387,68.117,31.883,"1,282.60",1.000,bicubic,-44.957,-31.413,-137 +rexnetr_300.sw_in12k_ft_in1k,288,51.593,48.407,67.840,32.160,34.81,1.000,bicubic,-44.527,-31.440,-2 +ecaresnet269d.ra2_in1k,352,51.593,48.407,66.073,33.927,102.09,1.000,bicubic,-44.857,-33.497,-98 +regnetz_040_h.ra3_in1k,256,51.570,48.430,66.560,33.440,28.94,1.000,bicubic,-44.410,-33.040,+61 +vit_base_patch16_224_miil.in21k_ft_in1k,224,51.557,48.443,65.230,34.770,86.54,0.875,bilinear,-44.493,-34.120,+28 +tf_efficientnetv2_m.in1k,480,51.507,48.493,66.630,33.370,54.14,1.000,bicubic,-44.973,-32.910,-114 +mvitv2_base.fb_in1k,224,51.473,48.527,65.623,34.377,51.47,0.900,bicubic,-44.547,-33.867,+42 +davit_small.msft_in1k,224,51.437,48.563,66.430,33.570,49.75,0.950,bicubic,-44.603,-32.960,+29 +repvit_m2_3.dist_450e_in1k,224,51.433,48.567,66.803,33.197,23.69,0.950,bicubic,-44.567,-32.597,+46 +efficientnet_x_b5.sw_r448_e450_in1k,576,51.430,48.570,66.837,33.163,33.44,1.000,bicubic,-45.040,-32.593,-113 +coat_lite_medium_384.in1k,384,51.413,48.587,65.680,34.320,44.57,1.000,bicubic,-45.207,-33.930,-165 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,51.403,48.597,65.677,34.323,37.76,0.950,bicubic,-44.497,-33.583,+74 +mobilenetv4_hybrid_large.e600_r384_in1k,384,51.393,48.607,65.903,34.097,37.76,0.950,bicubic,-44.597,-33.567,+47 +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,51.357,48.643,65.727,34.273,38.74,0.950,bicubic,-44.533,-33.633,+76 +hgnetv2_b2.ssld_stage2_ft_in1k,288,51.353,48.647,68.047,31.953,11.22,1.000,bicubic,-44.397,-31.213,+130 +edgenext_base.in21k_ft_in1k,320,51.340,48.660,65.760,34.240,18.51,1.000,bicubic,-44.850,-33.710,-34 +mambaout_small_rw.sw_e450_in1k,224,51.340,48.660,65.653,34.347,48.50,1.000,bicubic,-44.670,-33.707,+35 +caformer_s18.sail_in1k_384,384,51.303,48.697,65.680,34.320,26.34,1.000,bicubic,-45.147,-33.930,-113 +maxvit_rmlp_small_rw_224.sw_in1k,224,51.290,48.710,65.017,34.983,64.90,0.900,bicubic,-44.680,-34.103,+47 +maxvit_small_tf_224.in1k,224,51.283,48.717,65.393,34.607,68.93,0.950,bicubic,-44.987,-34.197,-62 +davit_base.msft_in1k,224,51.270,48.730,65.207,34.793,87.95,0.950,bicubic,-44.970,-34.183,-52 +convnext_tiny.in12k_ft_in1k,288,51.263,48.737,66.947,33.053,28.59,1.000,bicubic,-44.977,-32.703,-54 +convnext_base.fb_in1k,224,51.250,48.750,66.120,33.880,88.59,0.875,bicubic,-44.690,-33.260,+54 +xcit_small_12_p8_384.fb_dist_in1k,384,51.147,48.853,65.887,34.113,26.21,1.000,bicubic,-45.333,-33.593,-129 +convformer_b36.sail_in1k,224,51.110,48.890,64.293,35.707,99.88,1.000,bicubic,-45.140,-35.017,-58 +vit_base_patch16_384.orig_in21k_ft_in1k,384,51.050,48.950,65.387,34.613,86.86,1.000,bicubic,-45.130,-33.963,-42 +fasternet_l.in1k,224,51.047,48.953,66.420,33.580,93.47,1.000,bicubic,-44.823,-32.930,+71 +convnext_base.fb_in1k,288,51.030,48.970,65.817,34.183,88.59,1.000,bicubic,-45.300,-33.743,-84 +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,51.013,48.987,64.750,35.250,60.23,0.950,bicubic,-44.787,-34.510,+96 +convformer_m36.sail_in1k,224,51.003,48.997,63.637,36.363,57.05,1.000,bicubic,-45.077,-35.603,-12 +convnext_tiny.fb_in22k_ft_in1k,224,50.983,49.017,66.420,33.580,28.59,0.875,bicubic,-44.757,-32.940,+121 +seresnextaa101d_32x8d.ah_in1k,224,50.937,49.063,65.167,34.833,93.59,0.950,bicubic,-45.063,-34.433,+25 +nextvit_large.bd_in1k,224,50.910,49.090,66.033,33.967,57.87,0.950,bicubic,-44.970,-33.377,+61 +mobilenetv4_hybrid_large.e600_r384_in1k,448,50.823,49.177,65.677,34.323,37.76,1.000,bicubic,-45.057,-33.773,+58 +volo_d2_384.sail_in1k,384,50.807,49.193,65.567,34.433,58.87,1.000,bicubic,-45.933,-33.883,-216 +tf_efficientnet_b1.ns_jft_in1k,240,50.797,49.203,67.887,32.113,7.79,0.882,bicubic,-44.063,-31.323,+387 +convformer_s36.sail_in1k,224,50.793,49.207,64.053,35.947,40.01,1.000,bicubic,-45.327,-35.407,-31 +xcit_small_24_p16_224.fb_dist_in1k,224,50.743,49.257,65.047,34.953,47.67,1.000,bicubic,-45.057,-34.223,+86 +flexivit_base.1200ep_in1k,240,50.730,49.270,65.120,34.880,86.59,0.950,bicubic,-45.400,-34.280,-41 +eca_nfnet_l2.ra3_in1k,320,50.727,49.273,65.833,34.167,56.72,0.900,bicubic,-45.303,-33.657,-1 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,50.717,49.283,65.417,34.583,37.76,1.000,bicubic,-45.343,-34.083,-17 +efficientnet_b4.ra2_in1k,320,50.710,49.290,65.990,34.010,19.34,0.875,bicubic,-44.700,-33.290,+202 +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,50.700,49.300,65.217,34.783,22.52,0.950,bicubic,-45.150,-34.213,+60 +tiny_vit_11m_224.dist_in22k_ft_in1k,224,50.693,49.307,66.897,33.103,11.00,0.950,bicubic,-45.027,-32.383,+115 +convformer_s18.sail_in1k_384,384,50.670,49.330,65.640,34.360,26.77,1.000,bicubic,-45.580,-33.900,-80 +repvit_m2_3.dist_300e_in1k,224,50.657,49.343,66.677,33.323,23.69,0.950,bicubic,-45.013,-32.603,+125 +regnetz_040.ra3_in1k,256,50.627,49.373,65.233,34.767,27.12,1.000,bicubic,-45.133,-34.067,+93 +edgenext_base.in21k_ft_in1k,256,50.610,49.390,65.000,35.000,18.51,0.950,bicubic,-45.270,-34.410,+45 +dm_nfnet_f2.dm_in1k,256,50.597,49.403,65.017,34.983,193.78,0.920,bicubic,-45.433,-34.513,-3 +efficientnetv2_rw_s.ra2_in1k,288,50.590,49.410,65.560,34.440,23.94,1.000,bicubic,-44.850,-33.830,+184 +resnetrs420.tf_in1k,320,50.590,49.410,64.873,35.127,191.89,1.000,bicubic,-45.510,-34.427,-42 +efficientvit_b3.r256_in1k,256,50.567,49.433,64.200,35.800,48.65,1.000,bicubic,-45.263,-35.210,+65 +coatnet_rmlp_2_rw_224.sw_in1k,224,50.550,49.450,63.383,36.617,73.88,0.950,bicubic,-45.690,-35.897,-83 +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,50.523,49.477,67.967,32.033,387.93,1.000,bilinear,-45.777,-31.623,-103 +efficientnet_b4.ra2_in1k,384,50.523,49.477,65.800,34.200,19.34,1.000,bicubic,-45.007,-33.610,+160 +edgenext_base.usi_in1k,256,50.507,49.493,66.190,33.810,18.51,0.950,bicubic,-45.263,-33.230,+78 +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,50.473,49.527,65.447,34.553,34.36,0.950,bicubic,-45.667,-33.863,-61 +xcit_small_12_p8_224.fb_dist_in1k,224,50.463,49.537,65.507,34.493,26.21,1.000,bicubic,-45.497,-33.873,+10 +xcit_small_12_p16_384.fb_dist_in1k,384,50.440,49.560,65.290,34.710,26.25,1.000,bicubic,-45.940,-34.180,-133 +regnetz_d32.ra3_in1k,256,50.437,49.563,66.807,33.193,27.58,0.950,bicubic,-44.953,-32.533,+192 +volo_d1_384.sail_in1k,384,50.437,49.563,64.823,35.177,26.78,1.000,bicubic,-46.053,-34.717,-173 +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,50.397,49.603,64.967,35.033,60.40,0.950,bicubic,-45.173,-34.323,+146 +efficientvit_b3.r288_in1k,288,50.387,49.613,64.077,35.923,48.65,1.000,bicubic,-45.733,-35.233,-58 +flexivit_base.600ep_in1k,240,50.377,49.623,64.670,35.330,86.59,0.950,bicubic,-45.603,-34.730,0 +mambaout_small_rw.sw_e450_in1k,288,50.367,49.633,65.050,34.950,48.50,1.000,bicubic,-45.973,-34.500,-128 +seresnet152d.ra2_in1k,256,50.340,49.660,65.043,34.957,66.84,0.950,bicubic,-45.730,-34.367,-45 +resnetrs350.tf_in1k,288,50.337,49.663,64.547,35.453,163.96,1.000,bicubic,-45.883,-34.963,-90 +fastvit_sa36.apple_dist_in1k,256,50.327,49.673,65.713,34.287,31.53,0.900,bicubic,-45.623,-33.637,+5 +regnetz_040_h.ra3_in1k,320,50.313,49.687,65.610,34.390,28.94,1.000,bicubic,-46.027,-33.740,-130 +inception_next_small.sail_in1k,224,50.293,49.707,65.130,34.870,49.37,0.875,bicubic,-45.397,-34.110,+96 +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,50.287,49.713,66.150,33.850,194.03,0.875,bilinear,-45.113,-33.170,+175 +pit_b_distilled_224.in1k,224,50.253,49.747,64.953,35.047,74.79,0.900,bicubic,-45.607,-34.517,+29 +cait_s24_224.fb_dist_in1k,224,50.243,49.757,65.003,34.997,46.92,1.000,bicubic,-45.407,-34.377,+105 +eca_nfnet_l2.ra3_in1k,384,50.217,49.783,65.463,34.537,56.72,1.000,bicubic,-46.243,-34.107,-174 +pvt_v2_b5.in1k,224,50.180,49.820,65.063,34.937,81.96,0.900,bicubic,-45.780,-34.357,-6 +vit_small_patch16_384.augreg_in21k_ft_in1k,384,50.170,49.830,65.893,34.107,22.20,1.000,bicubic,-45.830,-33.457,-23 +mvitv2_small.fb_in1k,224,50.163,49.837,64.893,35.107,34.87,0.900,bicubic,-45.727,-34.527,+10 +fasternet_m.in1k,224,50.157,49.843,65.693,34.307,53.52,1.000,bicubic,-45.223,-33.627,+179 +mambaout_small.in1k,224,50.140,49.860,63.770,36.230,48.49,1.000,bicubic,-45.610,-35.680,+69 +resnest269e.in1k,416,50.133,49.867,64.660,35.340,110.93,0.928,bicubic,-45.987,-34.730,-78 +tresnet_v2_l.miil_in21k_ft_in1k,224,50.120,49.880,65.180,34.820,46.17,0.875,bilinear,-45.720,-33.920,+26 +tf_efficientnet_b3.ap_in1k,300,50.110,49.890,65.313,34.687,12.23,0.904,bicubic,-44.890,-33.767,+297 +deit3_medium_patch16_224.fb_in1k,224,50.100,49.900,64.687,35.313,38.85,0.900,bicubic,-45.290,-34.483,+173 +deit_base_distilled_patch16_224.fb_in1k,224,50.070,49.930,66.257,33.743,87.34,0.900,bicubic,-45.700,-33.133,+55 +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,50.057,49.943,64.943,35.057,38.88,0.950,bicubic,-45.733,-34.637,+45 +pvt_v2_b4.in1k,224,50.050,49.950,65.100,34.900,62.56,0.900,bicubic,-45.900,-34.270,-11 +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,50.017,49.983,64.617,35.383,60.40,0.950,bicubic,-45.653,-34.783,+85 +flexivit_base.300ep_in1k,240,49.993,50.007,64.143,35.857,86.59,0.950,bicubic,-45.957,-35.217,-14 +coat_lite_medium.in1k,224,49.987,50.013,64.807,35.193,44.57,0.900,bicubic,-46.013,-34.543,-33 +nextvit_base.bd_in1k_384,384,49.963,50.037,65.600,34.400,44.82,1.000,bicubic,-46.377,-33.980,-156 +seresnext101d_32x8d.ah_in1k,224,49.963,50.037,63.560,36.440,93.59,0.950,bicubic,-46.137,-35.910,-79 +efficientformer_l7.snap_dist_in1k,224,49.850,50.150,66.030,33.970,82.23,0.950,bicubic,-45.770,-33.420,+94 +resnet152d.ra2_in1k,256,49.843,50.157,64.857,35.143,60.21,0.950,bicubic,-45.577,-34.203,+147 +convnext_nano.r384_in12k_ft_in1k,384,49.840,50.160,66.537,33.463,15.59,1.000,bicubic,-45.850,-32.733,+71 +mambaout_base.in1k,224,49.833,50.167,62.943,37.057,84.81,1.000,bicubic,-46.007,-36.457,+14 +resnest200e.in1k,320,49.807,50.193,64.763,35.237,70.20,0.909,bicubic,-46.303,-34.717,-89 +volo_d2_224.sail_in1k,224,49.773,50.227,64.560,35.440,58.68,0.960,bicubic,-46.647,-34.960,-184 +mobilenetv4_conv_large.e600_r384_in1k,448,49.767,50.233,64.667,35.333,32.59,1.000,bicubic,-45.913,-34.763,+70 +seresnextaa101d_32x8d.ah_in1k,288,49.763,50.237,64.487,35.513,93.59,1.000,bicubic,-46.657,-35.033,-187 +resnet200d.ra2_in1k,256,49.757,50.243,64.910,35.090,64.69,0.950,bicubic,-45.893,-34.400,+79 +xception65.ra3_in1k,299,49.740,50.260,63.470,36.530,39.92,0.940,bicubic,-45.940,-35.980,+69 +resnetaa101d.sw_in12k_ft_in1k,224,49.723,50.277,64.583,35.417,44.57,0.950,bicubic,-46.107,-34.707,+12 +mobilenetv4_conv_large.e600_r384_in1k,384,49.673,50.327,65.140,34.860,32.59,0.950,bicubic,-45.717,-34.340,+152 +swinv2_base_window16_256.ms_in1k,256,49.603,50.397,63.713,36.287,87.92,0.900,bicubic,-46.567,-35.787,-117 +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,49.567,50.433,65.567,34.433,15.62,1.000,bicubic,-46.213,-33.733,+28 +nextvit_base.bd_in1k,224,49.553,50.447,64.883,35.117,44.82,0.950,bicubic,-46.147,-34.407,+55 +pvt_v2_b3.in1k,224,49.553,50.447,64.833,35.167,45.24,0.900,bicubic,-45.927,-34.297,+115 +maxvit_rmlp_tiny_rw_256.sw_in1k,256,49.553,50.447,63.720,36.280,29.15,0.950,bicubic,-46.497,-35.670,-77 +efficientformerv2_l.snap_dist_in1k,224,49.550,50.450,65.107,34.893,26.32,0.950,bicubic,-46.190,-34.323,+42 +convnext_small.fb_in1k,224,49.540,50.460,64.930,35.070,50.22,0.875,bicubic,-46.070,-34.350,+85 +fastvit_ma36.apple_in1k,256,49.520,50.480,63.460,36.540,44.07,0.950,bicubic,-46.490,-35.960,-60 +cait_xs24_384.fb_dist_in1k,384,49.507,50.493,64.837,35.163,26.67,1.000,bicubic,-46.503,-34.513,-62 +tf_efficientnet_b5.ra_in1k,456,49.487,50.513,65.597,34.403,30.39,0.934,bicubic,-46.493,-33.793,-50 +resnet200d.ra2_in1k,320,49.440,50.560,64.300,35.700,64.69,1.000,bicubic,-46.680,-35.220,-111 +xcit_small_12_p16_224.fb_dist_in1k,224,49.413,50.587,63.910,36.090,26.25,1.000,bicubic,-46.347,-35.220,+28 +mobilenetv4_conv_aa_large.e600_r384_in1k,384,49.390,50.610,64.317,35.683,32.59,0.950,bicubic,-46.310,-35.013,+47 +vit_base_patch32_224.augreg_in21k_ft_in1k,224,49.380,50.620,64.450,35.550,88.22,0.900,bicubic,-45.000,-34.580,+440 +resnest101e.in1k,256,49.373,50.627,65.513,34.487,48.28,0.875,bilinear,-46.237,-33.747,+74 +hiera_small_224.mae_in1k_ft_in1k,224,49.373,50.627,64.437,35.563,35.01,0.900,bicubic,-46.457,-34.863,-2 +rdnet_tiny.nv_in1k,224,49.323,50.677,63.570,36.430,23.86,0.900,bicubic,-46.007,-35.720,+151 +regnetz_d8.ra3_in1k,256,49.320,50.680,65.430,34.570,23.37,0.940,bicubic,-46.510,-33.760,-10 +dm_nfnet_f2.dm_in1k,352,49.300,50.700,63.923,36.077,193.78,0.920,bicubic,-47.220,-35.587,-244 +resnet152d.ra2_in1k,320,49.273,50.727,64.433,35.567,60.21,1.000,bicubic,-46.577,-34.757,-21 +tiny_vit_21m_224.in1k,224,49.247,50.753,64.283,35.717,21.20,0.950,bicubic,-46.443,-35.117,+43 +seresnet152d.ra2_in1k,320,49.217,50.783,64.273,35.727,66.84,1.000,bicubic,-47.113,-35.237,-182 +dm_nfnet_f1.dm_in1k,224,49.183,50.817,63.513,36.487,132.63,0.910,bicubic,-46.427,-35.957,+65 +regnetz_040.ra3_in1k,320,49.180,50.820,64.040,35.960,27.12,1.000,bicubic,-47.020,-35.470,-147 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,49.170,50.830,65.447,34.553,236.34,0.875,bicubic,-46.570,-33.723,+22 +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,49.157,50.843,65.490,34.510,88.79,0.875,bilinear,-46.183,-33.640,+138 +xcit_large_24_p8_224.fb_in1k,224,49.143,50.857,62.717,37.283,188.93,1.000,bicubic,-46.947,-36.433,-114 +resnetrs270.tf_in1k,256,49.140,50.860,63.827,36.173,129.86,1.000,bicubic,-46.690,-35.473,-21 +convnext_small.fb_in1k,288,49.043,50.957,64.770,35.230,50.22,1.000,bicubic,-46.947,-34.660,-73 +resmlp_big_24_224.fb_distilled_in1k,224,49.033,50.967,65.467,34.533,129.14,0.875,bicubic,-46.837,-33.973,-36 +repvgg_b3.rvgg_in1k,224,49.013,50.987,64.887,35.113,123.09,0.875,bilinear,-45.597,-34.033,+354 +gcvit_base.in1k,224,49.000,51.000,63.963,36.037,90.32,0.875,bicubic,-47.050,-35.387,-104 +resnetaa101d.sw_in12k_ft_in1k,288,48.997,51.003,64.107,35.893,44.57,1.000,bicubic,-47.413,-35.353,-222 +maxxvit_rmlp_small_rw_256.sw_in1k,256,48.997,51.003,63.100,36.900,66.01,0.950,bicubic,-47.233,-36.390,-165 +volo_d1_224.sail_in1k,224,48.983,51.017,63.170,36.830,26.63,0.960,bicubic,-47.047,-36.390,-93 +resnext101_64x4d.tv_in1k,224,48.970,51.030,63.533,36.467,83.46,0.875,bilinear,-46.870,-35.637,-33 +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,48.953,51.047,64.033,35.967,38.88,0.950,bicubic,-46.947,-35.327,-56 +efficientvit_b3.r224_in1k,224,48.937,51.063,62.963,37.037,48.65,0.950,bicubic,-46.603,-36.227,+73 +mobilenetv4_conv_aa_large.e600_r384_in1k,480,48.880,51.120,63.520,36.480,32.59,1.000,bicubic,-47.150,-35.820,-101 +mambaout_small.in1k,288,48.863,51.137,63.293,36.707,48.49,1.000,bicubic,-47.357,-36.237,-167 +resnetrs420.tf_in1k,416,48.813,51.187,63.483,36.517,191.89,1.000,bicubic,-47.627,-36.057,-237 +maxvit_tiny_tf_224.in1k,224,48.803,51.197,62.953,37.047,30.92,0.950,bicubic,-47.027,-36.357,-30 +seresnext101_32x8d.ah_in1k,224,48.750,51.250,62.243,37.757,93.57,0.950,bicubic,-47.050,-37.107,-20 +caformer_s18.sail_in1k,224,48.743,51.257,62.943,37.057,26.34,1.000,bicubic,-46.957,-36.397,+17 +regnetz_d8_evos.ch_in1k,256,48.737,51.263,64.343,35.657,23.46,0.950,bicubic,-47.063,-35.047,-26 +convformer_s18.sail_in1k,224,48.727,51.273,62.937,37.063,26.77,1.000,bicubic,-46.603,-36.323,+123 +hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.710,51.290,66.063,33.937,6.34,0.965,bicubic,-44.910,-32.687,+609 +efficientnetv2_rw_s.ra2_in1k,384,48.683,51.317,63.877,36.123,23.94,1.000,bicubic,-47.087,-35.463,-15 +regnetz_d32.ra3_in1k,320,48.627,51.373,65.207,34.793,27.58,0.950,bicubic,-47.243,-34.243,-56 +deit3_small_patch16_384.fb_in1k,384,48.607,51.393,62.750,37.250,22.21,1.000,bicubic,-47.053,-36.490,+22 +efficientnet_b3.ra2_in1k,320,48.593,51.407,64.340,35.660,12.23,1.000,bicubic,-46.567,-34.910,+175 +edgenext_base.usi_in1k,320,48.580,51.420,64.407,35.593,18.51,1.000,bicubic,-47.210,-34.873,-28 +mambaout_base.in1k,288,48.573,51.427,62.157,37.843,84.81,1.000,bicubic,-47.587,-37.293,-162 +swinv2_small_window16_256.ms_in1k,256,48.550,51.450,62.653,37.347,49.73,0.900,bicubic,-47.510,-36.727,-130 +seresnext101d_32x8d.ah_in1k,288,48.513,51.487,62.953,37.047,93.59,1.000,bicubic,-47.867,-36.567,-233 +ecaresnet101d.miil_in1k,224,48.510,51.490,64.117,35.883,44.57,0.875,bicubic,-46.690,-35.133,+160 +focalnet_base_lrf.ms_in1k,224,48.433,51.567,62.997,37.003,88.75,0.900,bicubic,-47.407,-36.323,-52 +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,48.410,51.590,63.940,36.060,36.43,0.900,bicubic,-46.730,-35.270,+174 +vit_large_patch32_384.orig_in21k_ft_in1k,384,48.357,51.643,61.910,38.090,306.63,1.000,bicubic,-46.893,-37.410,+135 +focalnet_base_srf.ms_in1k,224,48.323,51.677,63.020,36.980,88.15,0.900,bicubic,-47.567,-36.320,-75 +swinv2_base_window8_256.ms_in1k,256,48.290,51.710,63.410,36.590,87.92,0.900,bicubic,-47.760,-35.850,-135 +rexnetr_200.sw_in12k_ft_in1k,224,48.273,51.727,65.297,34.703,16.52,0.950,bicubic,-47.017,-33.893,+118 +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,48.270,51.730,64.900,35.100,9.72,0.950,bicubic,-47.090,-34.430,+97 +repvgg_b3g4.rvgg_in1k,224,48.263,51.737,64.827,35.173,83.83,0.875,bilinear,-46.247,-34.173,+351 +convit_base.fb_in1k,224,48.247,51.753,62.987,37.013,86.54,0.875,bicubic,-46.873,-36.153,+175 +fastvit_sa36.apple_in1k,256,48.203,51.797,62.753,37.247,31.53,0.900,bicubic,-47.417,-36.467,+19 +swin_s3_base_224.ms_in1k,224,48.163,51.837,62.290,37.710,71.13,0.900,bicubic,-47.907,-37.270,-148 +resnext101_32x8d.tv2_in1k,224,48.143,51.857,62.703,37.297,88.79,0.965,bilinear,-47.167,-36.527,+106 +nextvit_small.bd_in1k_384,384,48.130,51.870,64.117,35.883,31.76,1.000,bicubic,-48.010,-35.263,-178 +sequencer2d_l.in1k,224,48.130,51.870,62.283,37.717,54.30,0.875,bicubic,-47.730,-36.917,-72 +gcvit_small.in1k,224,48.100,51.900,62.777,37.223,51.09,0.875,bicubic,-47.820,-36.713,-95 +regnety_160.deit_in1k,224,48.057,51.943,63.593,36.407,83.59,0.950,bicubic,-47.463,-35.797,+41 +tf_efficientnetv2_b3.in21k_ft_in1k,300,48.053,51.947,64.827,35.173,14.36,0.900,bicubic,-47.547,-34.453,+22 +regnetz_d8.ra3_in1k,320,48.027,51.973,64.323,35.677,23.37,1.000,bicubic,-48.003,-35.227,-135 +focalnet_small_lrf.ms_in1k,224,48.017,51.983,63.093,36.907,50.34,0.900,bicubic,-47.713,-36.197,-22 +resnetrs350.tf_in1k,384,47.983,52.017,62.600,37.400,163.96,1.000,bicubic,-48.277,-36.770,-218 +repvit_m1_5.dist_450e_in1k,224,47.973,52.027,63.670,36.330,14.64,0.950,bicubic,-47.347,-35.590,+95 +fastvit_sa24.apple_dist_in1k,256,47.973,52.027,62.840,37.160,21.55,0.900,bicubic,-47.607,-36.470,+22 +efficientnet_b3.ra2_in1k,288,47.967,52.033,63.930,36.070,12.23,0.875,bicubic,-46.963,-35.240,+216 +eca_nfnet_l1.ra2_in1k,256,47.967,52.033,63.090,36.910,41.41,0.900,bicubic,-47.643,-36.190,+10 +convnextv2_tiny.fcmae_ft_in1k,224,47.927,52.073,63.297,36.703,28.64,0.875,bicubic,-47.373,-35.943,+95 +twins_svt_large.in1k,224,47.927,52.073,62.760,37.240,99.27,0.900,bicubic,-47.783,-36.600,-24 +swiftformer_l3.dist_in1k,224,47.923,52.077,63.207,36.793,28.49,0.950,bicubic,-47.477,-35.953,+61 +resnext101_32x8d.tv2_in1k,176,47.920,52.080,62.837,37.163,88.79,0.875,bilinear,-46.990,-36.383,+217 +vit_relpos_base_patch16_224.sw_in1k,224,47.890,52.110,62.843,37.157,86.43,0.900,bicubic,-47.290,-36.437,+134 +resnetrs200.tf_in1k,256,47.890,52.110,62.100,37.900,93.21,1.000,bicubic,-47.930,-37.250,-69 +convnextv2_nano.fcmae_ft_in22k_in1k,224,47.873,52.127,63.920,36.080,15.62,0.875,bicubic,-47.507,-35.260,+68 +mixer_b16_224.miil_in21k_ft_in1k,224,47.847,52.153,63.343,36.657,59.88,0.875,bilinear,-47.043,-35.787,+223 +tf_efficientnet_b5.aa_in1k,456,47.843,52.157,63.953,36.047,30.39,0.934,bicubic,-48.047,-35.137,-103 +regnetv_064.ra3_in1k,224,47.793,52.207,63.407,36.593,30.58,0.950,bicubic,-47.697,-35.963,+29 +repvgg_b2g4.rvgg_in1k,224,47.783,52.217,64.423,35.577,61.76,0.875,bilinear,-46.047,-34.297,+511 +repvit_m1_5.dist_300e_in1k,224,47.783,52.217,63.713,36.287,14.64,0.950,bicubic,-47.357,-35.357,+139 +regnety_1280.seer_ft_in1k,384,47.767,52.233,64.133,35.867,644.81,1.000,bicubic,-48.563,-35.277,-251 +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,47.760,52.240,65.667,34.333,217.32,1.000,bilinear,-48.530,-33.963,-243 +repvgg_d2se.rvgg_in1k,320,47.740,52.260,62.797,37.203,133.33,1.000,bilinear,-48.180,-36.473,-120 +vit_little_patch16_reg4_gap_256.sbb_in1k,256,47.740,52.260,62.380,37.620,22.52,0.950,bicubic,-47.590,-37.000,+71 +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,47.737,52.263,62.410,37.590,86.43,0.900,bicubic,-47.523,-36.760,+94 +mvitv2_tiny.fb_in1k,224,47.703,52.297,62.697,37.303,24.17,0.900,bicubic,-47.697,-36.593,+48 +tf_efficientnetv2_b3.in21k_ft_in1k,240,47.683,52.317,64.117,35.883,14.36,0.900,bicubic,-47.187,-34.923,+220 +vit_relpos_medium_patch16_cls_224.sw_in1k,224,47.627,52.373,61.787,38.213,38.76,0.900,bicubic,-47.653,-37.333,+83 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,47.617,52.383,63.327,36.673,11.07,0.950,bicubic,-48.003,-36.073,-18 +eca_nfnet_l1.ra2_in1k,320,47.617,52.383,62.643,37.357,41.41,1.000,bicubic,-48.323,-36.847,-128 +ecaresnet101d.miil_in1k,288,47.610,52.390,63.517,36.483,44.57,0.950,bicubic,-48.030,-35.733,-25 +seresnext101_32x8d.ah_in1k,288,47.577,52.423,61.323,38.677,93.57,1.000,bicubic,-48.553,-38.037,-207 +regnetz_d8_evos.ch_in1k,320,47.557,52.443,63.757,36.243,23.46,1.000,bicubic,-48.663,-35.543,-233 +pit_s_distilled_224.in1k,224,47.557,52.443,63.187,36.813,24.04,0.900,bicubic,-47.143,-35.883,+255 +mobilenetv4_conv_large.e500_r256_in1k,256,47.537,52.463,62.863,37.137,32.59,0.950,bicubic,-46.863,-36.317,+343 +focalnet_small_srf.ms_in1k,224,47.517,52.483,62.327,37.673,49.89,0.900,bicubic,-48.113,-37.043,-26 +resnest50d_4s2x40d.in1k,224,47.487,52.513,63.863,36.137,30.42,0.875,bicubic,-47.223,-35.377,+247 +dm_nfnet_f1.dm_in1k,320,47.460,52.540,62.140,37.860,132.63,0.910,bicubic,-48.870,-37.390,-271 +efficientnet_b3_pruned.in1k,300,47.453,52.547,62.863,37.137,9.86,0.904,bicubic,-47.177,-36.167,+268 +davit_tiny.msft_in1k,224,47.433,52.567,63.277,36.723,28.36,0.950,bicubic,-47.667,-35.813,+133 +coatnet_rmlp_1_rw_224.sw_in1k,224,47.410,52.590,61.367,38.633,41.69,0.950,bicubic,-48.100,-37.973,+2 +vit_base_patch16_224.orig_in21k_ft_in1k,224,47.400,52.600,61.697,38.303,86.57,0.900,bicubic,-47.830,-37.683,+88 +mobilenetv4_conv_large.e500_r256_in1k,320,47.347,52.653,62.400,37.600,32.59,1.000,bicubic,-47.813,-36.940,+107 +xcit_small_24_p8_224.fb_in1k,224,47.347,52.653,61.113,38.887,47.63,1.000,bicubic,-48.613,-38.277,-148 +crossvit_18_dagger_408.in1k,408,47.340,52.660,60.883,39.117,44.61,1.000,bicubic,-48.790,-38.497,-223 +hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.330,52.670,64.483,35.517,6.34,1.000,bicubic,-46.800,-34.517,+417 +tresnet_m.miil_in21k_ft_in1k,224,47.303,52.697,62.080,37.920,31.39,0.875,bilinear,-48.117,-37.230,+20 +resnet101d.ra2_in1k,256,47.300,52.700,62.960,37.040,44.57,0.950,bicubic,-48.130,-36.470,+15 +poolformerv2_m48.sail_in1k,224,47.297,52.703,63.887,36.113,73.35,1.000,bicubic,-47.903,-35.263,+96 +wide_resnet101_2.tv2_in1k,224,47.247,52.753,61.967,38.033,126.89,0.965,bilinear,-48.003,-37.433,+74 +efficientformer_l3.snap_dist_in1k,224,47.240,52.760,63.453,36.547,31.41,0.950,bicubic,-47.980,-35.717,+84 +repvit_m3.dist_in1k,224,47.203,52.797,63.497,36.503,10.68,0.950,bicubic,-47.527,-35.573,+228 +convnext_nano.in12k_ft_in1k,224,47.193,52.807,63.967,36.033,15.59,0.950,bicubic,-48.027,-35.353,+83 +regnety_032.ra_in1k,224,47.193,52.807,62.530,37.470,19.44,0.950,bicubic,-47.727,-36.650,+172 +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.183,52.817,63.400,36.600,44.18,0.875,bilinear,-47.977,-35.790,+96 +efficientvit_b2.r256_in1k,256,47.183,52.817,61.670,38.330,24.33,1.000,bicubic,-48.107,-37.580,+54 +regnety_080.ra3_in1k,224,47.160,52.840,62.110,37.890,39.18,0.950,bicubic,-48.410,-37.150,-25 +tf_efficientnet_b6.aa_in1k,528,47.157,52.843,63.053,36.947,43.04,0.942,bicubic,-49.133,-36.487,-278 +resnetrs270.tf_in1k,352,47.140,52.860,62.047,37.953,129.86,1.000,bicubic,-48.920,-37.293,-211 +convnext_tiny.fb_in1k,224,47.133,52.867,63.180,36.820,28.59,0.875,bicubic,-47.837,-36.030,+152 +regnety_320.tv2_in1k,224,47.080,52.920,62.060,37.940,145.05,0.965,bicubic,-48.520,-37.340,-40 +xcit_small_12_p8_224.fb_in1k,224,47.080,52.920,60.657,39.343,26.21,1.000,bicubic,-48.370,-38.683,-6 +efficientvit_b2.r288_in1k,288,47.073,52.927,61.607,38.393,24.33,1.000,bicubic,-48.517,-37.633,-38 +tf_efficientnet_b4.aa_in1k,380,47.057,52.943,62.877,37.123,19.34,0.922,bicubic,-48.533,-36.283,-40 +inception_next_tiny.sail_in1k,224,47.037,52.963,62.957,37.043,28.06,0.875,bicubic,-48.083,-36.163,+102 +vit_base_patch16_rpn_224.sw_in1k,224,47.027,52.973,62.427,37.573,86.54,0.900,bicubic,-47.803,-36.663,+191 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.023,52.977,63.003,36.997,11.07,1.000,bicubic,-48.657,-36.327,-73 +regnetz_c16.ra3_in1k,256,47.010,52.990,63.670,36.330,13.46,0.940,bicubic,-48.150,-35.660,+87 +swin_base_patch4_window12_384.ms_in1k,384,46.993,53.007,61.857,38.143,87.90,1.000,bicubic,-49.397,-37.563,-322 +swinv2_small_window8_256.ms_in1k,256,46.990,53.010,62.160,37.840,49.73,0.900,bicubic,-48.780,-37.210,-108 +hgnetv2_b1.ssld_stage2_ft_in1k,224,46.977,53.023,64.360,35.640,6.34,0.965,bicubic,-46.643,-34.280,+514 +mambaout_tiny.in1k,224,46.963,53.037,61.840,38.160,26.55,1.000,bicubic,-48.147,-37.450,+99 +convnext_tiny_hnf.a2h_in1k,224,46.957,53.043,61.143,38.857,28.59,0.950,bicubic,-47.803,-38.037,+198 +convnextv2_tiny.fcmae_ft_in1k,288,46.953,53.047,62.470,37.530,28.64,1.000,bicubic,-48.857,-36.870,-128 +rexnetr_200.sw_in12k_ft_in1k,288,46.937,53.063,63.830,36.170,16.52,1.000,bicubic,-48.383,-35.590,+24 +resnet101d.ra2_in1k,320,46.930,53.070,62.447,37.553,44.57,1.000,bicubic,-48.820,-37.023,-104 +tnt_b_patch16_224.in1k,224,46.930,53.070,62.360,37.640,65.43,0.900,bicubic,-48.340,-36.870,+39 +coat_small.in1k,224,46.927,53.073,61.363,38.637,21.69,0.900,bicubic,-48.283,-37.927,+63 +xception65p.ra3_in1k,299,46.907,53.093,61.063,38.937,39.82,0.940,bicubic,-48.753,-38.327,-78 +xcit_large_24_p16_224.fb_in1k,224,46.890,53.110,60.757,39.243,189.10,1.000,bicubic,-48.060,-38.073,+140 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,46.883,53.117,62.580,37.420,11.07,0.950,bicubic,-48.197,-36.490,+99 +maxvit_tiny_rw_224.sw_in1k,224,46.847,53.153,60.767,39.233,29.06,0.950,bicubic,-48.893,-38.603,-104 +resnet152.a1h_in1k,224,46.847,53.153,60.590,39.410,60.19,0.950,bicubic,-48.733,-38.670,-54 +nextvit_small.bd_in1k,224,46.833,53.167,62.813,37.187,31.76,0.950,bicubic,-48.397,-36.427,+47 +pvt_v2_b2_li.in1k,224,46.800,53.200,62.380,37.620,22.55,0.900,bicubic,-48.470,-36.910,+29 +gc_efficientnetv2_rw_t.agc_in1k,224,46.787,53.213,61.320,38.680,13.68,1.000,bicubic,-47.773,-37.850,+243 +resnet152.tv2_in1k,224,46.777,53.223,61.003,38.997,60.19,0.965,bilinear,-48.303,-38.267,+96 +efficientformerv2_s2.snap_dist_in1k,224,46.753,53.247,61.823,38.177,12.71,0.950,bicubic,-48.367,-37.297,+81 +seresnext101_64x4d.gluon_in1k,224,46.677,53.323,61.363,38.637,88.23,0.875,bicubic,-47.983,-37.697,+215 +fastvit_sa24.apple_in1k,256,46.653,53.347,61.633,38.367,21.55,0.900,bicubic,-48.657,-37.677,+13 +regnety_640.seer_ft_in1k,384,46.613,53.387,63.083,36.917,281.38,1.000,bicubic,-49.417,-36.417,-223 +fbnetv3_g.ra2_in1k,240,46.583,53.417,62.600,37.400,16.62,0.950,bilinear,-48.017,-36.500,+222 +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.577,53.423,63.923,36.077,28.29,0.900,bicubic,-48.263,-35.357,+162 +fasternet_s.in1k,224,46.563,53.437,62.600,37.400,31.18,1.000,bicubic,-48.027,-36.420,+225 +twins_pcpvt_large.in1k,224,46.553,53.447,62.203,37.797,60.99,0.900,bicubic,-49.187,-37.277,-121 +convnext_tiny.fb_in1k,288,46.530,53.470,63.247,36.753,28.59,1.000,bicubic,-48.680,-36.013,+44 +regnetv_064.ra3_in1k,288,46.527,53.473,62.290,37.710,30.58,1.000,bicubic,-49.263,-36.970,-144 +resnet152.a1h_in1k,288,46.520,53.480,60.517,39.483,60.19,1.000,bicubic,-49.260,-38.923,-141 +swin_base_patch4_window7_224.ms_in1k,224,46.503,53.497,61.467,38.533,87.77,0.900,bicubic,-49.397,-37.893,-189 +convnextv2_nano.fcmae_ft_in22k_in1k,288,46.460,53.540,62.877,37.123,15.62,1.000,bicubic,-48.930,-36.463,-21 +efficientnetv2_rw_t.ra2_in1k,224,46.447,53.553,61.403,38.597,13.65,1.000,bicubic,-48.213,-37.767,+201 +xcit_medium_24_p8_224.fb_in1k,224,46.443,53.557,59.573,40.427,84.32,1.000,bicubic,-49.447,-39.787,-186 +coatnet_1_rw_224.sw_in1k,224,46.420,53.580,60.103,39.897,41.72,0.950,bicubic,-49.200,-39.217,-89 +gcvit_tiny.in1k,224,46.397,53.603,61.663,38.337,28.22,0.875,bicubic,-49.303,-37.717,-117 +swin_s3_small_224.ms_in1k,224,46.383,53.617,60.840,39.160,49.74,0.900,bicubic,-49.467,-38.570,-176 +crossvit_15_dagger_408.in1k,408,46.380,53.620,60.527,39.473,28.50,1.000,bicubic,-49.450,-38.723,-169 +fbnetv3_g.ra2_in1k,288,46.377,53.623,62.477,37.523,16.62,0.950,bilinear,-48.753,-36.723,+58 +resnetrs200.tf_in1k,320,46.377,53.623,60.963,39.037,93.21,1.000,bicubic,-49.943,-38.567,-336 +ese_vovnet57b.ra4_e3600_r256_in1k,320,46.353,53.647,60.487,39.513,38.61,1.000,bicubic,-49.277,-38.963,-101 +hgnetv2_b0.ssld_stage1_in22k_in1k,224,46.310,53.690,63.407,36.593,6.00,0.965,bicubic,-46.360,-35.273,+643 +hgnetv2_b0.ssld_stage2_ft_in1k,224,46.310,53.690,63.273,36.727,6.00,0.965,bicubic,-46.580,-35.177,+612 +tresnet_xl.miil_in1k,224,46.307,53.693,61.890,38.110,78.44,0.875,bilinear,-48.773,-37.360,+68 +cs3se_edgenet_x.c2ns_in1k,256,46.307,53.693,61.277,38.723,50.72,0.950,bicubic,-49.293,-38.033,-90 +ese_vovnet57b.ra4_e3600_r256_in1k,256,46.303,53.697,60.890,39.110,38.61,0.950,bicubic,-48.967,-38.500,+1 +naflexvit_base_patch16_gap.e300_s576_in1k,384,46.297,53.703,60.703,39.297,86.63,1.000,bicubic,-49.463,-38.707,-146 +xcit_tiny_24_p8_224.fb_dist_in1k,224,46.280,53.720,60.613,39.387,12.11,1.000,bicubic,-49.200,-38.697,-67 +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,46.260,53.740,60.567,39.433,86.46,1.000,bicubic,-49.610,-38.593,-193 +sequencer2d_m.in1k,224,46.247,53.753,60.817,39.183,38.31,0.875,bicubic,-49.363,-38.483,-99 +rexnet_300.nav_in1k,224,46.243,53.757,62.440,37.560,34.71,0.875,bicubic,-49.307,-36.850,-81 +xcit_tiny_24_p8_384.fb_dist_in1k,384,46.243,53.757,60.640,39.360,12.11,1.000,bicubic,-50.007,-38.800,-329 +dm_nfnet_f0.dm_in1k,192,46.213,53.787,61.497,38.503,71.49,0.900,bicubic,-48.457,-37.633,+179 +resnetrs152.tf_in1k,256,46.210,53.790,60.763,39.237,86.62,1.000,bicubic,-49.160,-38.477,-36 +resnest50d_1s4x24d.in1k,224,46.203,53.797,62.513,37.487,25.68,0.875,bicubic,-48.177,-36.547,+260 +mobilenetv4_hybrid_medium.e500_r224_in1k,224,46.200,53.800,61.833,38.167,11.07,0.950,bicubic,-48.000,-37.187,+318 +repvit_m1_1.dist_450e_in1k,224,46.187,53.813,63.347,36.653,8.80,0.950,bicubic,-48.363,-35.643,+210 +deit_small_distilled_patch16_224.fb_in1k,224,46.150,53.850,62.450,37.550,22.44,0.900,bicubic,-48.430,-36.640,+196 +nfnet_l0.ra2_in1k,224,46.147,53.853,62.783,37.217,35.07,0.900,bicubic,-48.753,-36.337,+105 +gernet_m.idstcv_in1k,224,46.140,53.860,62.727,37.273,21.14,0.875,bilinear,-48.410,-36.163,+210 +regnety_160.deit_in1k,288,46.123,53.877,61.803,38.197,83.59,1.000,bicubic,-49.777,-37.757,-222 +crossvit_base_240.in1k,240,46.087,53.913,60.220,39.780,105.03,0.875,bicubic,-48.963,-38.920,+63 +tf_efficientnet_b0.ns_jft_in1k,224,46.067,53.933,63.283,36.717,5.29,0.875,bicubic,-47.713,-35.667,+413 +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,46.067,53.933,60.220,39.780,86.63,1.000,bicubic,-49.583,-38.970,-127 +poolformerv2_m36.sail_in1k,224,46.050,53.950,62.200,37.800,56.08,1.000,bicubic,-48.990,-36.760,+61 +poolformerv2_s36.sail_in1k,224,46.033,53.967,62.307,37.693,30.79,1.000,bicubic,-48.677,-36.423,+148 +vit_small_patch16_224.augreg_in21k_ft_in1k,224,46.033,53.967,61.847,38.153,22.05,0.900,bicubic,-48.877,-37.283,+93 +resnet51q.ra2_in1k,288,46.030,53.970,60.920,39.080,35.70,1.000,bilinear,-49.180,-38.400,+6 +swinv2_cr_small_ns_224.sw_in1k,224,46.027,53.973,60.603,39.397,49.70,0.900,bicubic,-49.693,-38.727,-154 +nest_base_jx.goog_in1k,224,45.960,54.040,60.107,39.893,67.72,0.875,bicubic,-49.610,-39.153,-108 +deit3_small_patch16_224.fb_in1k,224,45.960,54.040,58.953,41.047,22.06,0.900,bicubic,-48.750,-40.287,+148 +crossvit_18_240.in1k,240,45.957,54.043,60.350,39.650,43.27,0.875,bicubic,-49.103,-38.750,+49 +mobilenetv4_hybrid_medium.e500_r224_in1k,256,45.937,54.063,61.580,38.420,11.07,1.000,bicubic,-48.923,-37.540,+108 +vit_relpos_medium_patch16_224.sw_in1k,224,45.937,54.063,61.080,38.920,38.75,0.900,bicubic,-49.253,-38.150,+4 +regnetz_c16.ra3_in1k,320,45.933,54.067,62.743,37.257,13.46,1.000,bicubic,-49.457,-36.577,-66 +regnety_080.ra3_in1k,288,45.933,54.067,60.837,39.163,39.18,1.000,bicubic,-49.937,-38.603,-224 +twins_pcpvt_base.in1k,224,45.900,54.100,61.373,38.627,43.83,0.900,bicubic,-49.590,-37.957,-99 +resnest50d.in1k,224,45.890,54.110,62.677,37.323,27.48,0.875,bilinear,-48.740,-36.353,+163 +twins_svt_base.in1k,224,45.887,54.113,60.903,39.097,56.07,0.900,bicubic,-49.673,-38.537,-112 +resnext101_64x4d.c1_in1k,224,45.887,54.113,59.310,40.690,83.46,0.950,bicubic,-49.343,-39.910,-14 +regnety_032.ra_in1k,288,45.883,54.117,61.537,38.463,19.44,1.000,bicubic,-49.587,-37.813,-96 +regnetz_c16_evos.ch_in1k,256,45.867,54.133,62.960,37.040,13.49,0.950,bicubic,-49.483,-36.330,-61 +convnext_nano.in12k_ft_in1k,288,45.867,54.133,62.610,37.390,15.59,1.000,bicubic,-49.523,-36.640,-75 +convnext_tiny_hnf.a2h_in1k,288,45.840,54.160,60.143,39.857,28.59,1.000,bicubic,-49.430,-38.977,-35 +crossvit_18_dagger_240.in1k,240,45.823,54.177,59.967,40.033,44.27,0.875,bicubic,-49.357,-39.163,-4 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,45.813,54.187,61.603,38.397,11.07,1.000,bicubic,-49.507,-37.687,-56 +hiera_tiny_224.mae_in1k_ft_in1k,224,45.780,54.220,61.017,38.983,27.91,0.900,bicubic,-49.470,-38.183,-30 +levit_conv_384.fb_dist_in1k,224,45.777,54.223,61.717,38.283,39.13,0.900,bicubic,-49.443,-37.453,-18 +levit_384.fb_dist_in1k,224,45.777,54.223,61.713,38.287,39.13,0.900,bicubic,-49.443,-37.507,-18 +gc_efficientnetv2_rw_t.agc_in1k,288,45.730,54.270,60.300,39.700,13.68,1.000,bicubic,-49.570,-38.920,-52 +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,45.720,54.280,60.940,39.060,38.73,0.900,bicubic,-49.370,-38.280,+19 +xcit_tiny_24_p16_384.fb_dist_in1k,384,45.700,54.300,60.527,39.473,12.12,1.000,bicubic,-49.770,-38.793,-108 +hgnetv2_b1.ssld_stage2_ft_in1k,288,45.690,54.310,62.707,37.293,6.34,1.000,bicubic,-48.490,-36.263,+284 +convmixer_1536_20.in1k,224,45.683,54.317,61.690,38.310,51.63,0.960,bicubic,-49.277,-37.480,+52 +dm_nfnet_f0.dm_in1k,256,45.680,54.320,61.333,38.667,71.49,0.900,bicubic,-50.050,-38.037,-185 +vit_srelpos_medium_patch16_224.sw_in1k,224,45.680,54.320,61.060,38.940,38.74,0.900,bicubic,-49.270,-38.140,+56 +regnetx_320.tv2_in1k,224,45.640,54.360,60.220,39.780,107.81,0.965,bicubic,-49.680,-39.210,-65 +crossvit_15_dagger_240.in1k,240,45.613,54.387,60.060,39.940,28.21,0.875,bicubic,-49.347,-39.100,+51 +flexivit_small.1200ep_in1k,240,45.607,54.393,59.917,40.083,22.06,0.950,bicubic,-49.653,-39.273,-47 +efficientnetv2_rw_t.ra2_in1k,288,45.600,54.400,60.173,39.827,13.65,1.000,bicubic,-49.490,-39.147,+9 +xcit_small_12_p16_224.fb_in1k,224,45.597,54.403,59.453,40.547,26.25,1.000,bicubic,-49.273,-39.567,+77 +xcit_medium_24_p16_224.fb_in1k,224,45.590,54.410,59.000,41.000,84.40,1.000,bicubic,-49.550,-39.930,-6 +xcit_small_24_p16_224.fb_in1k,224,45.577,54.423,58.967,41.033,47.67,1.000,bicubic,-49.503,-40.223,+13 +seresnext101_32x4d.gluon_in1k,224,45.547,54.453,61.107,38.893,48.96,0.875,bicubic,-48.953,-37.983,+175 +repvit_m1_1.dist_300e_in1k,224,45.540,54.460,62.747,37.253,8.80,0.950,bicubic,-48.650,-36.363,+271 +mambaout_tiny.in1k,288,45.530,54.470,60.697,39.303,26.55,1.000,bicubic,-50.110,-38.663,-167 +wide_resnet101_2.tv2_in1k,176,45.530,54.470,59.580,40.420,126.89,0.875,bilinear,-48.620,-39.250,+281 +tf_efficientnet_b7.aa_in1k,600,45.460,54.540,61.763,38.237,66.35,0.949,bicubic,-50.610,-37.587,-331 +resnet152d.gluon_in1k,224,45.443,54.557,60.067,39.933,60.21,0.875,bicubic,-49.007,-38.943,+186 +flexivit_small.600ep_in1k,240,45.433,54.567,59.627,40.373,22.06,0.950,bicubic,-49.857,-39.483,-69 +cs3se_edgenet_x.c2ns_in1k,320,45.430,54.570,60.430,39.570,50.72,1.000,bicubic,-50.620,-39.020,-326 +pvt_v2_b2.in1k,224,45.403,54.597,60.687,39.313,25.36,0.900,bicubic,-49.587,-38.503,+28 +tf_efficientnetv2_s.in1k,300,45.390,54.610,60.243,39.757,21.46,1.000,bicubic,-50.010,-39.157,-108 +regnety_320.seer_ft_in1k,384,45.387,54.613,62.230,37.770,145.05,1.000,bicubic,-50.413,-37.170,-234 +resnext101_64x4d.c1_in1k,288,45.383,54.617,59.047,40.953,83.46,1.000,bicubic,-50.187,-40.253,-152 +nfnet_l0.ra2_in1k,288,45.380,54.620,62.087,37.913,35.07,1.000,bicubic,-50.050,-37.173,-125 +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,45.380,54.620,61.710,38.290,9.72,1.000,bicubic,-48.750,-37.080,+278 +swiftformer_l1.dist_in1k,224,45.377,54.623,61.503,38.497,12.06,0.950,bicubic,-49.063,-37.537,+180 +convnextv2_nano.fcmae_ft_in1k,224,45.377,54.623,61.180,38.820,15.62,0.875,bicubic,-49.533,-37.820,+44 +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,45.370,54.630,61.997,38.003,25.03,0.875,bilinear,-49.340,-37.143,+95 +resnetv2_50x1_bit.goog_distilled_in1k,224,45.357,54.643,62.270,37.730,25.55,0.875,bicubic,-50.033,-37.150,-113 +resnet51q.ra2_in1k,256,45.303,54.697,60.573,39.427,35.70,0.875,bilinear,-49.727,-38.577,+7 +nest_small_jx.goog_in1k,224,45.303,54.697,58.993,41.007,38.35,0.875,bicubic,-50.257,-40.237,-154 +resnet101.tv2_in1k,224,45.300,54.700,60.043,39.957,44.55,0.965,bilinear,-49.590,-38.957,+48 +cs3edgenet_x.c2_in1k,288,45.280,54.720,60.243,39.757,47.82,1.000,bicubic,-50.200,-39.087,-143 +resnet101.a1h_in1k,224,45.263,54.737,59.807,40.193,44.55,0.950,bicubic,-49.727,-39.413,+15 +resnet61q.ra2_in1k,288,45.257,54.743,59.340,40.660,36.85,1.000,bicubic,-49.883,-39.880,-33 +convit_small.fb_in1k,224,45.250,54.750,60.480,39.520,27.78,0.875,bicubic,-49.660,-38.790,+34 +mobilenetv4_conv_medium.e500_r256_in1k,256,45.233,54.767,61.863,38.137,9.72,0.950,bicubic,-48.617,-37.007,+327 +efficientvit_b2.r224_in1k,224,45.230,54.770,59.187,40.813,24.33,0.950,bicubic,-49.660,-39.893,+43 +nasnetalarge.tf_in1k,331,45.193,54.807,57.963,42.037,88.75,0.911,bicubic,-49.987,-41.157,-51 +tresnet_xl.miil_in1k_448,448,45.177,54.823,61.437,38.563,78.44,0.875,bilinear,-50.373,-37.893,-163 +focalnet_tiny_lrf.ms_in1k,224,45.163,54.837,61.253,38.747,28.65,0.900,bicubic,-50.057,-38.007,-64 +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,45.150,54.850,61.673,38.327,9.72,0.950,bicubic,-48.710,-37.187,+318 +rexnet_200.nav_in1k,224,45.143,54.857,62.333,37.667,16.37,0.875,bicubic,-49.537,-36.757,+95 +hgnetv2_b0.ssld_stage1_in22k_in1k,288,45.133,54.867,62.313,37.687,6.00,1.000,bicubic,-48.477,-36.627,+383 +swin_small_patch4_window7_224.ms_in1k,224,45.113,54.887,60.280,39.720,49.61,0.900,bicubic,-50.617,-38.930,-226 +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,45.113,54.887,57.360,42.640,22.06,0.900,bicubic,-49.067,-41.580,+244 +mobilenetv4_conv_medium.e500_r224_in1k,256,45.090,54.910,61.497,38.503,9.72,1.000,bicubic,-49.000,-37.593,+269 +tf_efficientnet_b3.aa_in1k,300,45.080,54.920,60.707,39.293,12.23,0.904,bicubic,-49.840,-38.383,+19 +mobilenetv4_conv_medium.e500_r256_in1k,320,45.070,54.930,61.477,38.523,9.72,1.000,bicubic,-49.290,-37.613,+180 +sequencer2d_s.in1k,224,45.030,54.970,60.033,39.967,27.65,0.875,bicubic,-50.400,-39.287,-148 +resnetrs152.tf_in1k,320,44.980,55.020,59.670,40.330,86.62,1.000,bicubic,-50.980,-39.510,-316 +maxxvit_rmlp_nano_rw_256.sw_in1k,256,44.957,55.043,59.587,40.413,16.78,0.950,bicubic,-50.403,-39.753,-124 +resnet101.a1h_in1k,288,44.957,55.043,59.337,40.663,44.55,1.000,bicubic,-50.623,-39.923,-184 +regnetv_040.ra3_in1k,224,44.943,55.057,59.957,40.043,20.64,0.950,bicubic,-50.407,-39.293,-123 +hgnetv2_b0.ssld_stage2_ft_in1k,288,44.933,55.067,62.330,37.670,6.00,1.000,bicubic,-48.907,-36.400,+311 +deit_base_patch16_224.fb_in1k,224,44.913,55.087,59.183,40.817,86.57,0.900,bicubic,-50.127,-39.757,-21 +ecaresnetlight.miil_in1k,224,44.910,55.090,60.777,39.223,30.16,0.875,bicubic,-49.240,-38.173,+237 +flexivit_small.300ep_in1k,240,44.907,55.093,59.457,40.543,22.06,0.950,bicubic,-50.243,-39.683,-61 +mobilenetv4_conv_medium.e500_r224_in1k,224,44.900,55.100,61.387,38.613,9.72,0.950,bicubic,-48.770,-37.533,+355 +resnetv2_101.a1h_in1k,224,44.837,55.163,58.867,41.133,44.54,0.950,bicubic,-50.103,-40.283,+1 +tf_efficientnet_b2.ap_in1k,260,44.813,55.187,60.767,39.233,9.11,0.890,bicubic,-49.477,-38.323,+192 +coatnet_bn_0_rw_224.sw_in1k,224,44.807,55.193,60.903,39.097,27.44,0.950,bicubic,-50.173,-38.247,-12 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,44.803,55.197,60.563,39.437,11.07,0.950,bicubic,-50.017,-38.617,+36 +resmlp_24_224.fb_distilled_in1k,224,44.797,55.203,61.507,38.493,30.02,0.875,bicubic,-49.553,-37.403,+169 +focalnet_tiny_srf.ms_in1k,224,44.787,55.213,60.997,39.003,28.43,0.900,bicubic,-50.233,-38.283,-24 +repvit_m2.dist_in1k,224,44.777,55.223,61.873,38.127,8.80,0.950,bicubic,-49.683,-37.197,+132 +edgenext_small.usi_in1k,256,44.757,55.243,60.847,39.153,5.59,0.950,bicubic,-49.643,-38.073,+150 +cait_xxs36_384.fb_dist_in1k,384,44.757,55.243,59.427,40.573,17.37,1.000,bicubic,-50.493,-39.663,-105 +tiny_vit_11m_224.in1k,224,44.747,55.253,60.180,39.820,11.00,0.950,bicubic,-50.483,-39.030,-96 +resmlp_36_224.fb_distilled_in1k,224,44.730,55.270,61.157,38.843,44.69,0.875,bicubic,-49.840,-38.023,+95 +gernet_l.idstcv_in1k,256,44.717,55.283,58.993,41.007,31.08,0.875,bilinear,-50.213,-40.207,-8 +regnety_032.tv2_in1k,224,44.697,55.303,60.990,39.010,19.44,0.965,bicubic,-50.193,-38.090,+3 +xcit_tiny_24_p16_224.fb_dist_in1k,224,44.693,55.307,59.423,40.577,12.12,1.000,bicubic,-49.547,-39.527,+197 +deit_base_patch16_384.fb_in1k,384,44.657,55.343,59.573,40.427,86.86,1.000,bicubic,-51.003,-39.877,-232 +resnet61q.ra2_in1k,256,44.627,55.373,58.910,41.090,36.85,0.900,bicubic,-50.413,-40.240,-39 +ecaresnetlight.miil_in1k,288,44.593,55.407,60.423,39.577,30.16,0.950,bicubic,-49.957,-38.767,+98 +regnety_064.ra3_in1k,224,44.570,55.430,58.493,41.507,30.58,0.950,bicubic,-51.020,-40.827,-211 +vit_relpos_small_patch16_224.sw_in1k,224,44.540,55.460,60.200,39.800,21.98,0.900,bicubic,-50.140,-38.900,+59 +swinv2_tiny_window16_256.ms_in1k,256,44.503,55.497,59.467,40.533,28.35,0.900,bicubic,-50.867,-39.833,-154 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,44.493,55.507,61.330,38.670,14.62,0.950,bilinear,-49.707,-37.510,+199 +resnetv2_101.a1h_in1k,288,44.490,55.510,58.610,41.390,44.54,1.000,bicubic,-51.140,-40.690,-233 +vit_small_patch16_rope_224.naver_in1k,224,44.490,55.510,56.983,43.017,21.98,0.900,bicubic,-49.940,-41.387,+130 +inception_resnet_v2.tf_ens_adv_in1k,299,44.487,55.513,58.170,41.830,55.84,0.897,bicubic,-49.643,-40.680,+223 +gmlp_s16_224.ra3_in1k,224,44.480,55.520,58.657,41.343,19.42,0.875,bicubic,-49.060,-40.123,+360 +tiny_vit_5m_224.dist_in22k_ft_in1k,224,44.470,55.530,60.903,39.097,5.39,0.950,bicubic,-50.160,-38.237,+61 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,44.450,55.550,60.270,39.730,11.07,1.000,bicubic,-50.780,-38.940,-119 +resnetrs101.tf_in1k,192,44.450,55.550,59.387,40.613,63.62,0.940,bicubic,-49.950,-39.733,+133 +cs3edgenet_x.c2_in1k,256,44.437,55.563,59.710,40.290,47.82,0.887,bicubic,-50.703,-39.530,-90 +repvit_m1_0.dist_300e_in1k,224,44.417,55.583,61.430,38.570,7.30,0.950,bicubic,-49.353,-37.430,+297 +regnety_160.tv2_in1k,224,44.387,55.613,59.147,40.853,83.59,0.965,bicubic,-50.773,-40.063,-97 +repvit_m1_0.dist_450e_in1k,224,44.353,55.647,61.450,38.550,7.30,0.950,bicubic,-49.927,-37.580,+164 +tresnet_l.miil_in1k,224,44.353,55.647,59.950,40.050,55.99,0.875,bilinear,-50.507,-39.300,+1 +vit_small_patch16_rope_mixed_224.naver_in1k,224,44.347,55.653,56.393,43.607,21.99,0.900,bicubic,-50.103,-42.287,+112 +maxxvitv2_nano_rw_256.sw_in1k,256,44.337,55.663,58.723,41.277,23.70,0.950,bicubic,-51.103,-40.487,-196 +resnext101_32x4d.gluon_in1k,224,44.330,55.670,59.110,40.890,44.18,0.875,bicubic,-49.790,-39.810,+215 +gcvit_xtiny.in1k,224,44.247,55.753,60.023,39.977,19.98,0.875,bicubic,-50.803,-38.957,-65 +eca_nfnet_l0.ra2_in1k,224,44.217,55.783,60.807,39.193,24.14,0.900,bicubic,-50.743,-38.333,-41 +poolformer_m48.sail_in1k,224,44.190,55.810,59.163,40.837,73.47,0.950,bicubic,-50.900,-39.947,-79 +vit_small_patch16_rope_ape_224.naver_in1k,224,44.163,55.837,56.490,43.510,22.06,0.900,bicubic,-50.167,-42.650,+141 +wide_resnet50_2.racm_in1k,224,44.157,55.843,59.667,40.333,68.88,0.875,bicubic,-50.503,-39.443,+43 +regnety_080_tv.tv2_in1k,224,44.147,55.853,58.823,41.177,39.38,0.965,bicubic,-51.163,-40.527,-157 +vit_srelpos_small_patch16_224.sw_in1k,224,44.133,55.867,59.680,40.320,21.97,0.900,bicubic,-50.447,-39.460,+59 +regnetz_c16_evos.ch_in1k,320,44.130,55.870,61.003,38.997,13.49,0.950,bicubic,-51.530,-38.417,-264 +crossvit_15_240.in1k,240,44.127,55.873,59.153,40.847,27.53,0.875,bicubic,-50.563,-39.927,+30 +resnet152s.gluon_in1k,224,44.117,55.883,58.760,41.240,60.32,0.875,bicubic,-50.633,-40.190,+7 +fastvit_sa12.apple_dist_in1k,256,44.110,55.890,59.067,40.933,11.58,0.900,bicubic,-50.590,-40.063,+25 +hgnet_small.paddle_in1k,224,44.107,55.893,60.517,39.483,24.36,0.965,bicubic,-50.753,-38.533,-17 +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,44.100,55.900,62.050,37.950,44.54,1.000,bilinear,-51.230,-37.100,-174 +maxvit_rmlp_nano_rw_256.sw_in1k,256,44.100,55.900,58.157,41.843,15.50,0.950,bicubic,-51.330,-40.923,-205 +seresnext50_32x4d.racm_in1k,224,44.097,55.903,59.373,40.627,27.56,0.875,bicubic,-50.783,-39.757,-27 +pit_b_224.in1k,224,44.083,55.917,58.000,42.000,73.76,0.900,bicubic,-50.737,-40.820,-11 +convnextv2_nano.fcmae_ft_in1k,288,44.077,55.923,60.177,39.823,15.62,1.000,bicubic,-51.083,-39.073,-120 +inception_resnet_v2.tf_in1k,299,44.067,55.933,57.987,42.013,55.84,0.897,bicubic,-50.263,-40.833,+126 +wide_resnet50_2.tv2_in1k,176,44.017,55.983,59.673,40.327,68.88,0.875,bilinear,-50.003,-39.437,+217 +pnasnet5large.tf_in1k,331,43.983,56.017,56.817,43.183,86.06,0.911,bicubic,-51.387,-42.313,-188 +ecaresnet50t.ra2_in1k,256,43.970,56.030,60.030,39.970,25.57,0.875,bicubic,-50.760,-39.050,+3 +poolformer_m36.sail_in1k,224,43.933,56.067,59.110,40.890,56.17,0.950,bicubic,-51.127,-40.050,-87 +resnetaa50d.sw_in12k_ft_in1k,224,43.920,56.080,59.530,40.470,25.58,0.950,bicubic,-51.030,-39.730,-60 +resnet50.fb_ssl_yfcc100m_ft_in1k,224,43.903,56.097,61.923,38.077,25.56,0.875,bilinear,-50.427,-36.587,+118 +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,43.903,56.097,59.383,40.617,13.42,0.950,bicubic,-50.557,-39.747,+76 +pit_s_224.in1k,224,43.893,56.107,58.680,41.320,23.46,0.900,bicubic,-50.707,-40.250,+34 +resnext101_64x4d.gluon_in1k,224,43.890,56.110,58.713,41.287,83.46,0.875,bicubic,-50.460,-40.377,+113 +tf_efficientnetv2_s.in1k,384,43.873,56.127,58.727,41.273,21.46,1.000,bicubic,-51.887,-40.603,-317 +coatnext_nano_rw_224.sw_in1k,224,43.847,56.153,58.583,41.417,14.70,0.900,bicubic,-51.023,-40.607,-40 +regnety_040.ra3_in1k,224,43.843,56.157,57.870,42.130,20.65,0.950,bicubic,-51.147,-41.270,-79 +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,43.840,56.160,58.800,41.200,15.25,0.950,bicubic,-50.550,-40.240,+94 +wide_resnet50_2.tv2_in1k,224,43.820,56.180,59.657,40.343,68.88,0.965,bilinear,-50.980,-39.603,-26 +coat_lite_small.in1k,224,43.803,56.197,57.020,42.980,19.84,0.900,bicubic,-51.307,-42.000,-116 +cait_xxs36_224.fb_dist_in1k,224,43.800,56.200,58.800,41.200,17.30,1.000,bicubic,-50.140,-40.090,+216 +ecaresnet50d.miil_in1k,224,43.780,56.220,60.343,39.657,25.58,0.875,bicubic,-50.450,-38.647,+141 +ecaresnet101d_pruned.miil_in1k,224,43.780,56.220,59.660,40.340,24.88,0.875,bicubic,-50.670,-39.440,+70 +convnext_nano.d1h_in1k,224,43.770,56.230,58.773,41.227,15.59,0.950,bicubic,-50.540,-40.407,+113 +tnt_s_legacy_patch16_224.in1k,224,43.767,56.233,59.240,40.760,23.76,0.900,bicubic,-50.803,-39.930,+31 +pit_xs_distilled_224.in1k,224,43.757,56.243,60.650,39.350,11.00,0.900,bicubic,-49.533,-38.100,+362 +resnet152.tv2_in1k,176,43.757,56.243,57.643,42.357,60.19,0.875,bilinear,-50.293,-41.197,+189 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,43.753,56.247,60.377,39.623,14.62,1.000,bilinear,-51.037,-38.773,-34 +regnetv_040.ra3_in1k,288,43.750,56.250,58.520,41.480,20.64,1.000,bicubic,-52.020,-40.840,-337 +cspresnext50.ra_in1k,256,43.727,56.273,60.240,39.760,20.57,0.887,bilinear,-50.513,-38.820,+131 +mobilevitv2_200.cvnets_in22k_ft_in1k,256,43.723,56.277,59.467,40.533,18.45,0.888,bicubic,-51.377,-39.673,-125 +edgenext_small.usi_in1k,320,43.687,56.313,59.933,40.067,5.59,1.000,bicubic,-51.163,-39.477,-46 +tf_efficientnet_b5.in1k,456,43.660,56.340,60.177,39.823,30.39,0.934,bicubic,-52.180,-39.113,-371 +swinv2_cr_small_224.sw_in1k,224,43.650,56.350,57.513,42.487,49.70,0.900,bicubic,-51.770,-41.647,-234 +rexnet_150.nav_in1k,224,43.610,56.390,60.867,39.133,9.73,0.875,bicubic,-50.680,-38.083,+109 +swin_s3_tiny_224.ms_in1k,224,43.587,56.413,59.353,40.647,28.33,0.900,bicubic,-51.373,-39.797,-89 +resnet101.tv2_in1k,176,43.570,56.430,57.807,42.193,44.55,0.875,bilinear,-50.360,-40.933,+202 +xcit_tiny_12_p8_224.fb_dist_in1k,224,43.553,56.447,58.437,41.563,6.71,1.000,bicubic,-51.167,-40.733,-25 +efficientformer_l1.snap_dist_in1k,224,43.533,56.467,59.930,40.070,12.29,0.950,bicubic,-50.457,-39.130,+191 +crossvit_small_240.in1k,240,43.530,56.470,58.970,41.030,26.86,0.875,bicubic,-51.060,-40.070,+8 +maxvit_nano_rw_256.sw_in1k,256,43.527,56.473,57.507,42.493,15.45,0.950,bicubic,-51.953,-41.783,-258 +convnextv2_pico.fcmae_ft_in1k,224,43.490,56.510,60.050,39.950,9.07,0.875,bicubic,-50.610,-38.780,+162 +tf_efficientnet_b4.in1k,380,43.487,56.513,59.590,40.410,19.34,0.922,bicubic,-52.013,-39.690,-266 +regnety_016.tv2_in1k,224,43.473,56.527,59.603,40.397,11.20,0.965,bicubic,-50.967,-39.437,+55 +cs3sedarknet_x.c2ns_in1k,288,43.467,56.533,58.810,41.190,35.40,1.000,bicubic,-51.963,-40.390,-252 +wide_resnet50_2.racm_in1k,288,43.460,56.540,59.043,40.957,68.88,0.950,bicubic,-51.670,-40.217,-149 +resnet101d.gluon_in1k,224,43.443,56.557,58.643,41.357,44.57,0.875,bicubic,-50.737,-40.287,+131 +efficientvit_b1.r288_in1k,288,43.440,56.560,57.847,42.153,9.10,1.000,bicubic,-50.740,-40.673,+131 +resnet101s.gluon_in1k,224,43.417,56.583,58.703,41.297,44.67,0.875,bicubic,-50.783,-40.327,+123 +ecaresnet50t.ra2_in1k,320,43.403,56.597,59.303,40.697,25.57,0.950,bicubic,-51.707,-39.807,-148 +nf_resnet50.ra2_in1k,256,43.360,56.640,60.593,39.407,25.56,0.940,bicubic,-50.780,-38.407,+141 +cspdarknet53.ra_in1k,256,43.353,56.647,59.477,40.523,27.64,0.887,bilinear,-50.787,-39.473,+139 +coatnet_rmlp_nano_rw_224.sw_in1k,224,43.353,56.647,58.633,41.367,15.15,0.900,bicubic,-51.707,-40.567,-133 +resnet152.a1_in1k,224,43.347,56.653,56.347,43.653,60.19,0.950,bicubic,-51.343,-42.443,-27 +efficientnet_b1.ra4_e3600_r240_in1k,288,43.313,56.687,58.987,41.013,7.79,1.000,bicubic,-51.227,-40.233,+16 +eca_nfnet_l0.ra2_in1k,288,43.297,56.703,59.907,40.093,24.14,1.000,bicubic,-52.143,-39.283,-267 +xcit_tiny_12_p8_384.fb_dist_in1k,384,43.263,56.737,58.147,41.853,6.71,1.000,bicubic,-52.187,-41.043,-270 +convmixer_768_32.in1k,224,43.260,56.740,59.363,40.637,21.11,0.960,bicubic,-51.150,-39.697,+49 +ecaresnet101d_pruned.miil_in1k,288,43.240,56.760,58.977,41.023,24.88,0.950,bicubic,-51.820,-40.143,-142 +xcit_tiny_24_p8_224.fb_in1k,224,43.233,56.767,57.297,42.703,12.11,1.000,bicubic,-51.637,-41.913,-83 +cs3sedarknet_x.c2ns_in1k,256,43.227,56.773,58.727,41.273,35.40,0.887,bicubic,-51.833,-40.453,-143 +poolformerv2_s24.sail_in1k,224,43.217,56.783,60.407,39.593,21.34,1.000,bicubic,-51.233,-38.573,+32 +repvit_m0_9.dist_300e_in1k,224,43.207,56.793,60.447,39.553,5.49,0.950,bicubic,-50.243,-38.403,+300 +visformer_small.in1k,224,43.200,56.800,57.970,42.030,40.22,0.900,bicubic,-51.770,-41.240,-119 +fbnetv3_d.ra2_in1k,224,43.193,56.807,59.537,40.463,10.31,0.950,bilinear,-50.037,-39.003,+332 +vit_small_patch32_384.augreg_in21k_ft_in1k,384,43.187,56.813,59.287,40.713,22.92,1.000,bicubic,-51.393,-39.853,-14 +tf_efficientnetv2_b3.in1k,240,43.167,56.833,58.910,41.090,14.36,0.904,bicubic,-51.063,-39.950,+96 +regnetx_160.tv2_in1k,224,43.167,56.833,57.450,42.550,54.28,0.965,bicubic,-52.093,-41.810,-217 +regnety_064.ra3_in1k,288,43.157,56.843,57.293,42.707,30.58,1.000,bicubic,-52.673,-41.927,-399 +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,43.153,56.847,58.430,41.570,119.42,0.900,bicubic,-50.017,-39.890,+336 +cspresnet50.ra_in1k,256,43.140,56.860,59.250,40.750,21.62,0.887,bilinear,-50.770,-39.600,+172 +regnetx_080.tv2_in1k,224,43.133,56.867,57.973,42.027,39.57,0.965,bicubic,-51.607,-40.947,-63 +resnest26d.gluon_in1k,224,43.130,56.870,60.590,39.410,17.07,0.875,bilinear,-50.150,-38.200,+318 +repvit_m0_9.dist_450e_in1k,224,43.130,56.870,60.437,39.563,5.49,0.950,bicubic,-50.340,-38.443,+281 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,43.123,56.877,58.270,41.730,8.46,0.900,bicubic,-51.017,-40.590,+118 +twins_pcpvt_small.in1k,224,43.117,56.883,58.940,41.060,24.11,0.900,bicubic,-51.493,-40.200,-33 +coatnet_nano_rw_224.sw_in1k,224,43.070,56.930,57.877,42.123,15.14,0.900,bicubic,-51.960,-41.313,-145 +ecaresnet50d.miil_in1k,288,43.060,56.940,59.483,40.517,25.58,0.950,bicubic,-51.620,-39.747,-50 +efficientnet_b1.ra4_e3600_r240_in1k,240,43.040,56.960,59.257,40.743,7.79,0.900,bicubic,-51.180,-39.833,+86 +resmlp_36_224.fb_in1k,224,43.010,56.990,59.413,40.587,44.69,0.875,bicubic,-50.660,-39.637,+225 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,42.993,57.007,58.033,41.967,8.46,0.950,bicubic,-51.567,-41.117,-19 +resnet152.gluon_in1k,224,42.973,57.027,57.773,42.227,60.19,0.875,bicubic,-51.067,-41.237,+137 +resnet50.b1k_in1k,224,42.957,57.043,58.923,41.077,25.56,0.950,bicubic,-50.743,-39.907,+217 +twins_svt_small.in1k,224,42.940,57.060,58.457,41.543,24.06,0.900,bicubic,-51.830,-40.673,-83 +fastvit_sa12.apple_in1k,256,42.920,57.080,58.870,41.130,11.58,0.900,bicubic,-51.540,-40.230,+4 +resnet50d.ra4_e3600_r224_in1k,224,42.900,57.100,58.170,41.830,25.58,0.950,bicubic,-51.960,-41.030,-102 +fbnetv3_d.ra2_in1k,256,42.890,57.110,59.657,40.343,10.31,0.950,bilinear,-50.930,-39.023,+178 +tf_efficientnet_b1.ap_in1k,240,42.883,57.117,58.907,41.093,7.79,0.882,bicubic,-50.757,-39.853,+223 +dpn131.mx_in1k,224,42.883,57.117,57.167,42.833,79.25,0.875,bicubic,-50.907,-41.733,+187 +tf_efficientnet_lite4.in1k,380,42.873,57.127,57.723,42.277,13.01,0.920,bilinear,-52.027,-41.537,-124 +gcresnet50t.ra2_in1k,256,42.870,57.130,59.230,40.770,25.90,0.900,bicubic,-51.740,-39.760,-47 +resnet152c.gluon_in1k,224,42.850,57.150,57.793,42.207,60.21,0.875,bicubic,-51.040,-41.007,+156 +resnet50.tv2_in1k,224,42.840,57.160,58.543,41.457,25.56,0.965,bilinear,-51.750,-40.567,-44 +cs3darknet_x.c2ns_in1k,256,42.823,57.177,58.363,41.637,35.05,0.950,bicubic,-52.207,-40.827,-165 +coatnet_0_rw_224.sw_in1k,224,42.807,57.193,56.297,43.703,27.44,0.950,bicubic,-52.123,-42.723,-138 +tresnet_l.miil_in1k_448,448,42.803,57.197,58.943,41.057,55.99,0.875,bilinear,-52.607,-40.337,-294 +gcresnet50t.ra2_in1k,288,42.797,57.203,59.077,40.923,25.90,1.000,bicubic,-51.983,-40.053,-101 +levit_256.fb_dist_in1k,224,42.787,57.213,57.913,42.087,18.89,0.900,bicubic,-51.633,-40.967,+6 +levit_conv_256.fb_dist_in1k,224,42.783,57.217,57.913,42.087,18.89,0.900,bicubic,-51.627,-41.197,+9 +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,42.780,57.220,58.853,41.147,18.45,1.000,bicubic,-52.640,-40.427,-302 +cs3darknet_x.c2ns_in1k,288,42.770,57.230,58.157,41.843,35.05,1.000,bicubic,-52.500,-41.123,-256 +resnext50_32x4d.tv2_in1k,224,42.753,57.247,57.563,42.437,25.03,0.965,bilinear,-51.737,-41.427,-20 +dpn107.mx_in1k,224,42.740,57.260,57.277,42.723,86.92,0.875,bicubic,-51.270,-41.543,+123 +resnet152.a3_in1k,160,42.707,57.293,56.937,43.063,60.19,0.950,bicubic,-50.663,-41.643,+277 +seresnext50_32x4d.gluon_in1k,224,42.700,57.300,58.657,41.343,27.56,0.875,bicubic,-51.470,-40.263,+77 +tresnet_m.miil_in1k,224,42.700,57.300,58.200,41.800,31.39,0.875,bilinear,-51.400,-40.830,+100 +tnt_s_patch16_224.in1k,224,42.697,57.303,58.147,41.853,23.77,0.900,bicubic,-51.673,-40.903,+9 +resnet50d.ra2_in1k,224,42.693,57.307,58.750,41.250,25.58,0.875,bicubic,-51.367,-40.190,+104 +convnext_nano_ols.d1h_in1k,224,42.693,57.307,57.663,42.337,15.65,0.950,bicubic,-51.457,-41.277,+81 +resnext101_32x8d.tv_in1k,224,42.600,57.400,58.370,41.630,88.79,0.875,bilinear,-51.180,-40.600,+166 +regnety_040.ra3_in1k,288,42.600,57.400,57.010,42.990,20.65,1.000,bicubic,-52.850,-42.400,-324 +resnetv2_50d_gn.ah_in1k,224,42.587,57.413,57.733,42.267,25.57,0.950,bicubic,-51.833,-41.247,-6 +convnext_nano.d1h_in1k,288,42.583,57.417,57.520,42.480,15.59,1.000,bicubic,-52.307,-41.570,-145 +xcit_tiny_12_p16_384.fb_dist_in1k,384,42.573,57.427,58.057,41.943,6.72,1.000,bicubic,-51.987,-40.923,-55 +resnetaa50d.sw_in12k_ft_in1k,288,42.567,57.433,58.423,41.577,25.58,1.000,bicubic,-52.703,-40.547,-271 +fastvit_s12.apple_dist_in1k,256,42.550,57.450,58.160,41.840,9.47,0.900,bicubic,-51.730,-40.830,+32 +efficientvit_b1.r256_in1k,256,42.540,57.460,57.497,42.503,9.10,1.000,bicubic,-51.160,-41.173,+182 +mobilevitv2_175.cvnets_in22k_ft_in1k,256,42.527,57.473,58.297,41.703,14.25,0.888,bicubic,-52.253,-40.753,-120 +resnetv2_50d_evos.ah_in1k,224,42.517,57.483,57.130,42.870,25.59,0.950,bicubic,-51.783,-41.770,+23 +seresnet50.ra2_in1k,224,42.510,57.490,58.747,41.253,28.09,0.875,bicubic,-51.610,-40.163,+80 +nf_resnet50.ra2_in1k,288,42.480,57.520,59.603,40.397,25.56,0.940,bicubic,-51.900,-39.457,-8 +seresnext50_32x4d.racm_in1k,288,42.473,57.527,58.123,41.877,27.56,0.950,bicubic,-52.537,-41.077,-187 +resnet50.b2k_in1k,224,42.467,57.533,58.137,41.863,25.56,0.950,bicubic,-51.353,-40.573,+144 +resnetrs101.tf_in1k,288,42.450,57.550,57.290,42.710,63.62,0.940,bicubic,-52.780,-41.840,-260 +resnet50.tv2_in1k,176,42.430,57.570,58.053,41.947,25.56,0.875,bilinear,-51.320,-40.697,+160 +poolformer_s36.sail_in1k,224,42.380,57.620,58.807,41.193,30.86,0.900,bicubic,-52.250,-40.233,-86 +repvit_m1.dist_in1k,224,42.370,57.630,59.640,40.360,5.49,0.950,bicubic,-50.970,-39.000,+255 +mobileone_s4.apple_in1k,224,42.370,57.630,58.053,41.947,14.95,0.900,bilinear,-51.370,-40.877,+161 +tf_efficientnetv2_b3.in1k,300,42.327,57.673,58.013,41.987,14.36,0.904,bicubic,-52.813,-40.997,-236 +nest_tiny_jx.goog_in1k,224,42.327,57.673,57.013,42.987,17.06,0.875,bicubic,-52.613,-42.087,-176 +legacy_senet154.in1k,224,42.323,57.677,56.693,43.307,115.09,0.875,bilinear,-52.417,-42.417,-123 +mobileone_s3.apple_in1k,224,42.300,57.700,59.327,40.673,10.17,0.900,bilinear,-50.700,-39.283,+299 +xcit_tiny_24_p16_224.fb_in1k,224,42.290,57.710,56.803,43.197,12.12,1.000,bicubic,-51.560,-42.097,+124 +hgnet_small.paddle_in1k,288,42.287,57.713,58.703,41.297,24.36,1.000,bicubic,-52.803,-40.507,-228 +tf_efficientnet_cc_b1_8e.in1k,240,42.287,57.713,58.540,41.460,39.72,0.882,bicubic,-51.293,-40.190,+193 +deit_small_patch16_224.fb_in1k,224,42.270,57.730,58.007,41.993,22.05,0.900,bicubic,-51.730,-40.943,+91 +convmixer_1024_20_ks9_p14.in1k,224,42.260,57.740,59.697,40.303,24.38,0.960,bicubic,-50.070,-38.713,+384 +tf_efficientnet_b2.aa_in1k,260,42.243,57.757,58.223,41.777,9.11,0.890,bicubic,-51.967,-40.797,+30 +resnet152.a1_in1k,288,42.240,57.760,55.483,44.517,60.19,1.000,bicubic,-52.900,-43.757,-244 +mambaout_kobe.in1k,224,42.233,57.767,57.787,42.213,9.14,1.000,bicubic,-51.887,-41.243,+61 +resnet101.a1_in1k,224,42.233,57.767,55.470,44.530,44.55,0.950,bicubic,-52.247,-43.290,-56 +dpn68b.ra_in1k,224,42.190,57.810,56.617,43.383,12.61,0.950,bicubic,-51.100,-41.913,+248 +dpn98.mx_in1k,224,42.170,57.830,56.677,43.323,61.57,0.875,bicubic,-51.780,-42.243,+92 +resnet50d.ra4_e3600_r224_in1k,288,42.157,57.843,57.640,42.360,25.58,1.000,bicubic,-53.133,-41.570,-305 +cait_xxs24_384.fb_dist_in1k,384,42.153,57.847,57.503,42.497,12.03,1.000,bicubic,-52.827,-41.727,-202 +resnext50_32x4d.gluon_in1k,224,42.140,57.860,57.693,42.307,25.03,0.875,bicubic,-51.560,-41.107,+155 +xception41p.ra3_in1k,299,42.067,57.933,56.817,43.183,26.91,0.940,bicubic,-53.013,-42.363,-233 +hgnet_tiny.paddle_in1k,224,42.053,57.947,59.000,41.000,14.74,0.965,bicubic,-51.827,-39.870,+101 +resnet50.ram_in1k,224,42.050,57.950,56.097,43.903,25.56,0.875,bicubic,-51.470,-42.713,+194 +convnext_nano_ols.d1h_in1k,288,42.037,57.963,56.863,43.137,15.65,1.000,bicubic,-52.553,-42.227,-100 +ecaresnet50d_pruned.miil_in1k,224,42.023,57.977,58.340,41.660,19.94,0.875,bicubic,-51.827,-40.410,+103 +resnet50.b1k_in1k,288,42.000,58.000,58.170,41.830,25.56,1.000,bicubic,-52.510,-40.850,-76 +edgenext_small_rw.sw_in1k,256,41.990,58.010,58.693,41.307,7.83,0.900,bicubic,-51.840,-40.227,+110 +resnet50.b2k_in1k,288,41.980,58.020,57.680,42.320,25.56,1.000,bicubic,-52.340,-41.240,-21 +pvt_v2_b1.in1k,224,41.967,58.033,59.580,40.420,14.01,0.900,bicubic,-51.553,-39.300,+184 +efficientnet_b2.ra_in1k,288,41.967,58.033,58.303,41.697,9.11,1.000,bicubic,-52.403,-40.467,-37 +tf_efficientnet_b3.in1k,300,41.907,58.093,58.123,41.877,12.23,0.904,bicubic,-52.373,-40.997,-11 +resnext50_32x4d.a1h_in1k,224,41.880,58.120,56.757,43.243,25.03,0.950,bicubic,-52.680,-42.253,-93 +mobilevitv2_150.cvnets_in22k_ft_in1k,256,41.877,58.123,57.890,42.110,10.59,0.888,bicubic,-52.863,-41.160,-149 +efficientformerv2_s1.snap_dist_in1k,224,41.857,58.143,57.970,42.030,6.19,0.950,bicubic,-51.983,-40.850,+99 +xcit_tiny_12_p16_224.fb_dist_in1k,224,41.843,58.157,57.303,42.697,6.72,1.000,bicubic,-51.487,-41.457,+224 +resnet152.a2_in1k,224,41.837,58.163,55.673,44.327,60.19,0.950,bicubic,-52.913,-43.377,-155 +fastvit_t12.apple_dist_in1k,256,41.830,58.170,57.600,42.400,7.55,0.900,bicubic,-52.270,-41.410,+40 +resnext50_32x4d.tv2_in1k,176,41.813,58.187,56.577,43.423,25.03,0.875,bilinear,-51.657,-42.163,+193 +resnet50d.ra2_in1k,288,41.797,58.203,58.090,41.910,25.58,0.950,bicubic,-53.043,-41.140,-177 +poolformer_s24.sail_in1k,224,41.763,58.237,58.520,41.480,21.39,0.900,bicubic,-52.667,-40.660,-64 +gcvit_xxtiny.in1k,224,41.750,58.250,58.333,41.667,12.00,0.875,bicubic,-52.340,-40.647,+40 +resnext50_32x4d.a1h_in1k,288,41.710,58.290,56.400,43.600,25.03,1.000,bicubic,-53.280,-42.690,-229 +edgenext_small_rw.sw_in1k,320,41.693,58.307,58.520,41.480,7.83,1.000,bicubic,-52.667,-40.640,-46 +senet154.gluon_in1k,224,41.693,58.307,56.493,43.507,115.09,0.875,bicubic,-53.017,-42.477,-152 +dla102x2.in1k,224,41.680,58.320,58.030,41.970,41.28,0.875,bilinear,-52.350,-40.900,+49 +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,41.680,58.320,57.813,42.187,10.59,1.000,bicubic,-53.660,-41.517,-347 +inception_v4.tf_in1k,299,41.660,58.340,55.367,44.633,42.68,0.875,bicubic,-52.710,-43.463,-54 +gcresnext50ts.ch_in1k,288,41.657,58.343,57.340,42.660,15.67,1.000,bicubic,-52.843,-41.700,-93 +efficientvit_b1.r224_in1k,224,41.640,58.360,56.603,43.397,9.10,0.950,bicubic,-51.680,-42.017,+211 +cs3sedarknet_l.c2ns_in1k,256,41.633,58.367,57.360,42.640,21.91,0.887,bicubic,-53.417,-41.830,-252 +hrnet_w64.ms_in1k,224,41.627,58.373,57.197,42.803,128.06,0.875,bilinear,-52.193,-41.733,+87 +seresnet50.ra2_in1k,288,41.603,58.397,57.953,42.047,28.09,0.950,bicubic,-53.167,-41.137,-178 +haloregnetz_b.ra3_in1k,224,41.577,58.423,57.080,42.920,11.68,0.940,bicubic,-52.943,-41.880,-106 +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,41.557,58.443,57.857,42.143,14.25,1.000,bicubic,-53.673,-41.553,-319 +resnet50.c1_in1k,224,41.553,58.447,56.733,43.267,25.56,0.950,bicubic,-52.407,-42.107,+52 +cs3sedarknet_l.c2ns_in1k,288,41.543,58.457,57.483,42.517,21.91,0.950,bicubic,-53.547,-41.727,-274 +tf_efficientnet_cc_b0_8e.in1k,224,41.523,58.477,57.393,42.607,24.01,0.875,bicubic,-51.357,-41.207,+279 +tf_efficientnetv2_b2.in1k,208,41.517,58.483,57.370,42.630,10.10,0.890,bicubic,-52.093,-41.630,+138 +convnextv2_pico.fcmae_ft_in1k,288,41.500,58.500,58.053,41.947,9.07,0.950,bicubic,-53.060,-40.837,-125 +nf_regnet_b1.ra2_in1k,256,41.490,58.510,58.893,41.107,10.22,0.900,bicubic,-51.960,-39.937,+176 +efficientnet_em.ra2_in1k,240,41.490,58.510,58.863,41.137,6.90,0.882,bicubic,-52.270,-40.057,+96 +efficientnet_el.ra_in1k,300,41.490,58.510,58.343,41.657,10.59,0.904,bicubic,-53.180,-40.717,-158 +resnetv2_50.a1h_in1k,224,41.490,58.510,56.807,43.193,25.55,0.950,bicubic,-52.820,-42.233,-49 +resnet50.a1h_in1k,224,41.463,58.537,56.793,43.207,25.56,1.000,bicubic,-52.747,-42.257,-21 +resnetaa50.a1h_in1k,224,41.450,58.550,56.423,43.577,25.56,0.950,bicubic,-53.010,-42.457,-100 +halo2botnet50ts_256.a1h_in1k,256,41.450,58.550,56.263,43.737,22.64,0.950,bicubic,-53.570,-42.787,-258 +cait_xxs24_224.fb_dist_in1k,224,41.430,58.570,57.580,42.420,11.96,1.000,bicubic,-52.080,-41.260,+152 +swinv2_cr_tiny_ns_224.sw_in1k,224,41.413,58.587,57.133,42.867,28.33,0.900,bicubic,-53.367,-41.967,-197 +resnetv2_50d_evos.ah_in1k,288,41.400,58.600,56.547,43.453,25.59,1.000,bicubic,-53.500,-42.643,-230 +swin_tiny_patch4_window7_224.ms_in1k,224,41.397,58.603,57.333,42.667,28.29,0.900,bicubic,-53.293,-41.767,-171 +convnext_tiny.fb_in22k_ft_in1k,288,41.370,58.630,55.357,44.643,28.59,1.000,bicubic,-52.180,-43.263,+137 +resnext50_32x4d.ra_in1k,224,41.363,58.637,56.940,43.060,25.03,0.875,bicubic,-52.477,-42.090,+62 +efficientnet_b2.ra_in1k,256,41.360,58.640,57.993,42.007,9.11,0.875,bicubic,-52.740,-41.027,+5 +resnet101.a2_in1k,224,41.360,58.640,55.430,44.570,44.55,0.950,bicubic,-53.190,-43.470,-130 +fasternet_t2.in1k,224,41.350,58.650,58.470,41.530,14.98,1.000,bicubic,-51.900,-40.170,+195 +resnet152.tv_in1k,224,41.340,58.660,57.593,42.407,60.19,0.875,bilinear,-51.930,-41.087,+191 +resnet50.ra_in1k,224,41.330,58.670,57.467,42.533,25.56,0.875,bicubic,-52.100,-41.353,+162 +resnet50.ram_in1k,288,41.330,58.670,55.077,44.923,25.56,0.950,bicubic,-52.670,-43.803,+25 +xception71.tf_in1k,299,41.327,58.673,55.977,44.023,42.34,0.903,bicubic,-52.593,-43.013,+37 +cs3darknet_l.c2ns_in1k,288,41.320,58.680,57.387,42.613,21.16,0.950,bicubic,-53.380,-41.833,-187 +gcresnext50ts.ch_in1k,256,41.320,58.680,57.143,42.857,15.67,0.900,bicubic,-53.100,-41.917,-101 +gernet_s.idstcv_in1k,224,41.307,58.693,58.893,41.107,8.17,0.875,bilinear,-51.153,-39.607,+301 +swinv2_tiny_window8_256.ms_in1k,256,41.280,58.720,56.960,43.040,28.35,0.900,bicubic,-53.780,-42.280,-290 +resnet101.a1_in1k,288,41.273,58.727,54.253,45.747,44.55,1.000,bicubic,-53.617,-44.747,-236 +dpn68b.ra_in1k,288,41.257,58.743,55.047,44.953,12.61,1.000,bicubic,-52.493,-43.473,+75 +regnetz_b16.ra3_in1k,224,41.253,58.747,57.217,42.783,9.72,0.940,bicubic,-52.887,-41.773,-22 +cs3darknet_l.c2ns_in1k,256,41.250,58.750,57.170,42.830,21.16,0.887,bicubic,-53.050,-41.800,-72 +inception_v3.tf_adv_in1k,299,41.237,58.763,56.333,43.667,23.83,0.875,bicubic,-51.733,-42.157,+224 +resnet50.a1h_in1k,176,41.210,58.790,56.637,43.363,25.56,0.900,bicubic,-52.180,-42.123,+162 +dpn92.mx_in1k,224,41.210,58.790,56.207,43.793,37.67,0.875,bicubic,-52.940,-42.643,-28 +shvit_s4.in1k,256,41.197,58.803,56.707,43.293,16.59,0.875,bicubic,-52.363,-41.983,+114 +resnet101.a3_in1k,160,41.150,58.850,55.957,44.043,44.55,0.950,bicubic,-51.730,-42.703,+243 +resnetv2_50d_gn.ah_in1k,288,41.117,58.883,56.620,43.380,25.57,1.000,bicubic,-54.123,-42.410,-360 +resnetblur50.bt_in1k,224,41.113,58.887,57.097,42.903,25.56,0.875,bicubic,-52.597,-41.683,+75 +mambaout_femto.in1k,224,41.093,58.907,56.857,43.143,7.30,1.000,bicubic,-52.427,-41.943,+120 +resnet50.c1_in1k,288,41.087,58.913,56.543,43.457,25.56,1.000,bicubic,-53.443,-42.527,-150 +resnet50d.gluon_in1k,224,41.040,58.960,57.170,42.830,25.58,0.875,bicubic,-52.530,-41.900,+107 +nf_regnet_b1.ra2_in1k,288,41.023,58.977,58.190,41.810,10.22,0.900,bicubic,-52.887,-40.590,+20 +ecaresnet50d_pruned.miil_in1k,288,40.993,59.007,57.740,42.260,19.94,0.950,bicubic,-53.317,-41.190,-91 +resnetv2_50.a1h_in1k,288,40.973,59.027,56.463,43.537,25.55,1.000,bicubic,-53.737,-42.647,-209 +fbnetv3_b.ra2_in1k,224,40.937,59.063,58.760,41.240,8.60,0.950,bilinear,-51.983,-39.800,+220 +fbnetv3_b.ra2_in1k,256,40.923,59.077,58.673,41.327,8.60,0.950,bilinear,-52.727,-40.227,+82 +tf_efficientnetv2_b1.in1k,192,40.893,59.107,56.740,43.260,8.14,0.882,bicubic,-52.337,-41.930,+169 +inception_v3.gluon_in1k,299,40.887,59.113,55.693,44.307,23.83,0.875,bicubic,-52.713,-43.047,+93 +resnet34.ra4_e3600_r224_in1k,288,40.883,59.117,54.983,45.017,21.80,1.000,bicubic,-52.577,-43.787,+130 +ese_vovnet39b.ra_in1k,224,40.877,59.123,57.013,42.987,24.57,0.875,bicubic,-52.973,-41.947,+23 +resnet152.a3_in1k,224,40.870,59.130,55.033,44.967,60.19,0.950,bicubic,-53.590,-44.047,-141 +cs3darknet_focus_l.c2ns_in1k,288,40.867,59.133,56.663,43.337,21.15,0.950,bicubic,-53.953,-42.427,-244 +legacy_xception.tf_in1k,299,40.863,59.137,56.573,43.427,22.86,0.897,bicubic,-52.787,-42.387,+76 +resnet34d.ra2_in1k,224,40.860,59.140,56.507,43.493,21.82,0.875,bicubic,-51.820,-41.943,+248 +cs3darknet_focus_l.c2ns_in1k,256,40.850,59.150,56.567,43.433,21.15,0.887,bicubic,-53.390,-42.503,-77 +regnety_320.pycls_in1k,224,40.840,59.160,56.193,43.807,145.05,0.875,bicubic,-53.660,-42.977,-161 +maxvit_rmlp_pico_rw_256.sw_in1k,256,40.837,59.163,55.277,44.723,7.52,0.950,bicubic,-53.423,-43.723,-85 +resnetv2_34.ra4_e3600_r224_in1k,224,40.820,59.180,55.197,44.803,21.80,0.900,bicubic,-52.070,-43.473,+217 +resnet152.a2_in1k,288,40.810,59.190,54.317,45.683,60.19,1.000,bicubic,-54.190,-44.743,-304 +levit_192.fb_dist_in1k,224,40.807,59.193,56.637,43.363,10.95,0.900,bicubic,-52.903,-42.123,+54 +regnetx_032.tv2_in1k,224,40.803,59.197,56.780,43.220,15.30,0.965,bicubic,-53.757,-42.040,-179 +resnet50_gn.a1h_in1k,224,40.797,59.203,55.703,44.297,25.56,0.940,bicubic,-53.383,-43.327,-64 +levit_conv_192.fb_dist_in1k,224,40.790,59.210,56.687,43.313,10.95,0.900,bicubic,-52.920,-42.173,+52 +resnet101.gluon_in1k,224,40.787,59.213,56.230,43.770,44.55,0.875,bicubic,-53.033,-42.650,+20 +tiny_vit_5m_224.in1k,224,40.783,59.217,57.267,42.733,5.39,0.950,bicubic,-53.017,-41.173,+22 +halonet50ts.a1h_in1k,256,40.777,59.223,55.370,44.630,22.73,0.940,bicubic,-53.923,-43.470,-224 +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,40.767,59.233,56.167,43.833,5.76,1.000,bicubic,-53.693,-42.733,-161 +resnetv2_34d.ra4_e3600_r384_in1k,384,40.727,59.273,55.683,44.317,21.82,1.000,bicubic,-53.283,-43.247,-26 +hrnet_w40.ms_in1k,224,40.720,59.280,56.843,43.157,57.56,0.875,bilinear,-53.010,-41.877,+39 +vit_base_patch32_384.augreg_in1k,384,40.707,59.293,55.243,44.757,88.30,1.000,bicubic,-52.473,-43.557,+153 +resnet50.c2_in1k,224,40.697,59.303,55.720,44.280,25.56,0.950,bicubic,-53.203,-43.070,-8 +repvgg_b1.rvgg_in1k,224,40.693,59.307,57.800,42.200,57.42,0.875,bilinear,-52.717,-41.000,+120 +skresnext50_32x4d.ra_in1k,224,40.687,59.313,56.000,44.000,27.48,0.875,bicubic,-53.293,-42.820,-24 +resmlp_24_224.fb_in1k,224,40.677,59.323,56.617,43.383,30.02,0.875,bicubic,-52.753,-42.213,+111 +resnet50.d_in1k,224,40.673,59.327,55.207,44.793,25.56,0.950,bicubic,-53.127,-43.733,+14 +lamhalobotnet50ts_256.a1h_in1k,256,40.670,59.330,56.137,43.863,22.57,0.950,bicubic,-54.080,-42.673,-253 +resnetaa50.a1h_in1k,288,40.663,59.337,56.157,43.843,25.56,1.000,bicubic,-54.197,-42.873,-276 +resnetv2_34.ra4_e3600_r224_in1k,288,40.647,59.353,54.650,45.350,21.80,1.000,bicubic,-53.063,-44.150,+38 +tf_efficientnet_lite3.in1k,300,40.640,59.360,56.750,43.250,8.20,0.904,bilinear,-53.520,-42.270,-76 +ese_vovnet39b.ra_in1k,288,40.637,59.363,56.693,43.307,24.57,0.950,bicubic,-53.863,-42.397,-184 +mambaout_kobe.in1k,288,40.630,59.370,56.370,43.630,9.14,1.000,bicubic,-54.160,-42.830,-268 +ecaresnet50t.a1_in1k,224,40.613,59.387,55.100,44.900,25.57,0.950,bicubic,-53.587,-43.640,-91 +convnext_pico_ols.d1_in1k,224,40.610,59.390,56.753,43.247,9.06,0.950,bicubic,-53.100,-42.027,+29 +resnet50.am_in1k,224,40.593,59.407,57.333,42.667,25.56,0.875,bicubic,-53.037,-41.527,+49 +mobilevitv2_175.cvnets_in1k,256,40.573,59.427,56.217,43.783,14.25,0.888,bicubic,-53.727,-42.893,-124 +resnext50_32x4d.ra_in1k,288,40.570,59.430,56.180,43.820,25.03,0.950,bicubic,-53.740,-42.740,-132 +dla169.in1k,224,40.547,59.453,57.387,42.613,53.39,0.875,bilinear,-53.223,-41.443,+10 +resnet34.ra4_e3600_r224_in1k,224,40.537,59.463,55.100,44.900,21.80,0.900,bicubic,-52.163,-43.470,+212 +repvgg_b2.rvgg_in1k,224,40.533,59.467,57.787,42.213,89.02,0.875,bilinear,-53.037,-40.923,+56 +regnetx_320.pycls_in1k,224,40.533,59.467,55.660,44.340,107.81,0.875,bicubic,-53.677,-43.180,-104 +xcit_tiny_12_p8_224.fb_in1k,224,40.527,59.473,55.563,44.437,6.71,1.000,bicubic,-53.823,-43.487,-147 +pit_xs_224.in1k,224,40.520,59.480,56.520,43.480,10.62,0.900,bicubic,-52.380,-42.270,+178 +wide_resnet101_2.tv_in1k,224,40.510,59.490,55.987,44.013,126.89,0.875,bilinear,-53.260,-42.933,+5 +tresnet_m.miil_in1k_448,448,40.507,59.493,56.670,43.330,31.39,0.875,bilinear,-54.153,-42.310,-243 +efficientnet_b2_pruned.in1k,260,40.450,59.550,56.613,43.387,8.31,0.890,bicubic,-53.360,-42.297,-9 +regnetz_b16.ra3_in1k,288,40.443,59.557,56.037,43.963,9.72,1.000,bicubic,-54.257,-43.083,-256 +vit_base_patch16_384.augreg_in1k,384,40.423,59.577,53.270,46.730,86.86,1.000,bicubic,-54.047,-45.750,-193 +resnet50.a1_in1k,224,40.417,59.583,54.670,45.330,25.56,0.950,bicubic,-53.543,-43.850,-46 +tf_efficientnet_b0.ap_in1k,224,40.397,59.603,56.837,43.163,5.29,0.875,bicubic,-52.223,-41.643,+211 +skresnet34.ra_in1k,224,40.390,59.610,56.763,43.237,22.28,0.875,bicubic,-52.180,-41.747,+218 +eca_resnet33ts.ra2_in1k,288,40.380,59.620,57.340,42.660,19.68,1.000,bicubic,-53.890,-41.480,-134 +hgnet_tiny.paddle_in1k,288,40.377,59.623,56.563,43.437,14.74,1.000,bicubic,-53.933,-42.397,-149 +regnetx_160.pycls_in1k,224,40.337,59.663,56.107,43.893,54.28,0.875,bicubic,-53.583,-42.813,-45 +legacy_seresnext101_32x4d.in1k,224,40.330,59.670,54.863,45.137,48.96,0.875,bilinear,-53.920,-44.077,-130 +coat_mini.in1k,224,40.313,59.687,55.150,44.850,10.34,0.900,bicubic,-54.437,-43.840,-281 +resnet34d.ra2_in1k,288,40.310,59.690,56.160,43.840,21.82,0.950,bicubic,-53.330,-42.590,+26 +densenet201.tv_in1k,224,40.300,59.700,56.757,43.243,20.01,0.875,bicubic,-52.440,-41.903,+188 +coat_lite_mini.in1k,224,40.300,59.700,55.657,44.343,11.01,0.900,bicubic,-53.220,-42.943,+52 +xception65.tf_in1k,299,40.300,59.700,55.250,44.750,39.92,0.903,bicubic,-53.500,-43.380,-21 +sebotnet33ts_256.a1h_in1k,256,40.297,59.703,53.147,46.853,13.70,0.940,bicubic,-54.043,-45.393,-163 +efficientnet_el_pruned.in1k,300,40.290,59.710,56.830,43.170,10.59,0.904,bicubic,-53.780,-42.180,-82 +mobileone_s2.apple_in1k,224,40.287,59.713,57.993,42.007,7.88,0.900,bilinear,-52.343,-40.687,+196 +resnet101.a2_in1k,288,40.260,59.740,54.237,45.763,44.55,1.000,bicubic,-54.630,-45.013,-326 +resnet50.ra_in1k,288,40.250,59.750,56.253,43.747,25.56,0.950,bicubic,-53.920,-42.607,-113 +resnext50_32x4d.a1_in1k,224,40.230,59.770,54.167,45.833,25.03,0.950,bicubic,-53.570,-44.743,-25 +eca_resnet33ts.ra2_in1k,256,40.190,59.810,56.980,43.020,19.68,0.900,bicubic,-53.690,-42.040,-48 +resnet50.c2_in1k,288,40.180,59.820,55.280,44.720,25.56,1.000,bicubic,-54.090,-43.760,-149 +convnext_pico.d1_in1k,224,40.177,59.823,56.040,43.960,9.05,0.875,bicubic,-53.333,-42.740,+44 +hrnet_w48.ms_in1k,224,40.163,59.837,56.613,43.387,77.47,0.875,bilinear,-53.877,-42.407,-84 +resnext50d_32x4d.bt_in1k,224,40.160,59.840,55.673,44.327,25.05,0.875,bicubic,-53.680,-43.217,-41 +poolformerv2_s12.sail_in1k,224,40.147,59.853,57.460,42.540,11.89,1.000,bicubic,-52.763,-41.070,+148 +resnetblur50.bt_in1k,288,40.147,59.853,56.230,43.770,25.56,0.950,bicubic,-54.013,-42.730,-120 +mobilevitv2_200.cvnets_in1k,256,40.137,59.863,55.583,44.417,18.45,0.888,bicubic,-54.423,-43.477,-242 +darknetaa53.c2ns_in1k,288,40.123,59.877,55.767,44.233,36.02,1.000,bilinear,-54.127,-43.203,-149 +hrnet_w30.ms_in1k,224,40.120,59.880,57.083,42.917,37.71,0.875,bilinear,-53.280,-41.767,+69 +efficientnet_b0.ra4_e3600_r224_in1k,256,40.117,59.883,56.137,43.863,5.29,1.000,bicubic,-53.383,-42.473,+40 +vit_base_patch16_224.sam_in1k,224,40.113,59.887,55.553,44.447,86.57,0.900,bicubic,-53.777,-43.337,-62 +resnetv2_34d.ra4_e3600_r384_in1k,448,40.110,59.890,55.497,44.503,21.82,1.000,bicubic,-54.390,-43.503,-230 +fastvit_t12.apple_in1k,256,40.080,59.920,55.247,44.753,7.55,0.900,bicubic,-53.420,-43.593,+38 +legacy_seresnet152.in1k,224,40.070,59.930,55.883,44.117,66.82,0.875,bilinear,-53.350,-42.967,+56 +resnet50_gn.a1h_in1k,288,40.047,59.953,54.953,45.047,25.56,0.950,bicubic,-54.573,-44.197,-271 +tf_efficientnet_b1.aa_in1k,240,40.043,59.957,56.180,43.820,7.79,0.882,bicubic,-53.677,-42.620,-21 +efficientnet_b0.ra4_e3600_r224_in1k,224,40.027,59.973,55.783,44.217,5.29,0.900,bicubic,-53.103,-42.927,+96 +resnet50.d_in1k,288,40.000,60.000,54.670,45.330,25.56,1.000,bicubic,-54.490,-44.350,-233 +regnetx_080.pycls_in1k,224,39.987,60.013,56.077,43.923,39.57,0.875,bicubic,-53.803,-42.753,-43 +resnet101c.gluon_in1k,224,39.983,60.017,55.233,44.767,44.57,0.875,bicubic,-53.747,-43.587,-27 +seresnet50.a1_in1k,224,39.973,60.027,55.193,44.807,28.09,0.950,bicubic,-53.577,-43.377,+16 +shvit_s3.in1k,224,39.950,60.050,56.107,43.893,14.25,0.875,bicubic,-52.810,-42.393,+153 +seresnet33ts.ra2_in1k,288,39.930,60.070,56.350,43.650,19.78,1.000,bicubic,-54.330,-42.600,-168 +fastvit_s12.apple_in1k,256,39.917,60.083,54.777,45.223,9.47,0.900,bicubic,-53.743,-43.953,-14 +resmlp_12_224.fb_distilled_in1k,224,39.883,60.117,57.423,42.577,15.35,0.875,bicubic,-52.997,-41.227,+135 +convnext_pico_ols.d1_in1k,288,39.840,60.160,55.583,44.417,9.06,1.000,bicubic,-54.190,-43.427,-103 +resnet34.a1_in1k,224,39.820,60.180,54.677,45.323,21.80,0.950,bicubic,-52.110,-43.693,+232 +seresnet33ts.ra2_in1k,256,39.810,60.190,56.517,43.483,19.78,0.900,bicubic,-54.440,-42.253,-167 +tf_efficientnetv2_b0.in1k,224,39.803,60.197,56.283,43.717,7.14,0.875,bicubic,-53.257,-42.427,+90 +tf_efficientnetv2_b0.in1k,192,39.800,60.200,56.257,43.743,7.14,0.875,bicubic,-52.460,-42.013,+204 +ecaresnet50t.a3_in1k,160,39.793,60.207,55.553,44.447,25.57,0.950,bicubic,-52.817,-43.077,+164 +res2net50_26w_8s.in1k,224,39.767,60.233,54.937,45.063,48.40,0.875,bilinear,-53.653,-43.733,+40 +res2net101_26w_4s.in1k,224,39.763,60.237,54.583,45.417,45.21,0.875,bilinear,-53.767,-44.277,+8 +darknetaa53.c2ns_in1k,256,39.760,60.240,55.430,44.570,36.02,0.887,bilinear,-54.030,-43.510,-59 +vit_small_patch32_224.augreg_in21k_ft_in1k,224,39.757,60.243,55.290,44.710,22.88,0.900,bicubic,-52.493,-43.190,+201 +darknet53.c2ns_in1k,288,39.743,60.257,55.367,44.633,41.61,1.000,bicubic,-54.627,-43.693,-217 +regnetx_120.pycls_in1k,224,39.737,60.263,55.663,44.337,46.11,0.875,bicubic,-54.563,-43.527,-196 +resnet50d.a1_in1k,224,39.737,60.263,54.137,45.863,25.58,0.950,bicubic,-54.203,-44.493,-97 +mambaout_femto.in1k,288,39.710,60.290,55.657,44.343,7.30,1.000,bicubic,-54.500,-43.393,-171 +hrnet_w44.ms_in1k,224,39.690,60.310,55.327,44.673,67.06,0.875,bilinear,-53.960,-43.433,-29 +resnetv2_34d.ra4_e3600_r224_in1k,224,39.680,60.320,54.177,45.823,21.82,0.900,bicubic,-53.360,-44.523,+85 +lambda_resnet50ts.a1h_in1k,256,39.667,60.333,54.307,45.693,21.54,0.950,bicubic,-54.903,-44.353,-282 +dla102x.in1k,224,39.653,60.347,56.490,43.510,26.31,0.875,bilinear,-53.877,-42.130,-4 +xception41.tf_in1k,299,39.653,60.347,54.997,45.003,26.97,0.903,bicubic,-53.817,-43.673,+15 +tf_efficientnetv2_b1.in1k,240,39.640,60.360,55.470,44.530,8.14,0.882,bicubic,-54.090,-43.380,-54 +tf_efficientnet_b2.in1k,260,39.630,60.370,56.187,43.813,9.11,0.890,bicubic,-54.110,-42.483,-57 +densenet161.tv_in1k,224,39.630,60.370,56.163,43.837,28.68,0.875,bicubic,-53.320,-42.527,+96 +sehalonet33ts.ra2_in1k,256,39.623,60.377,53.980,46.020,13.69,0.940,bicubic,-54.897,-44.800,-272 +resmlp_big_24_224.fb_in1k,224,39.593,60.407,54.773,45.227,129.14,0.875,bicubic,-54.677,-44.267,-195 +mixnet_xl.ra_in1k,224,39.563,60.437,55.840,44.160,11.90,0.875,bicubic,-54.687,-43.000,-190 +hrnet_w32.ms_in1k,224,39.550,60.450,56.247,43.753,41.23,0.875,bilinear,-53.420,-42.493,+85 +vit_small_patch16_384.augreg_in1k,384,39.530,60.470,54.210,45.790,22.20,1.000,bicubic,-55.120,-44.930,-313 +gcresnet33ts.ra2_in1k,256,39.510,60.490,55.847,44.153,19.88,0.900,bicubic,-54.380,-43.083,-105 +xcit_tiny_12_p16_224.fb_in1k,224,39.497,60.503,55.030,44.970,6.72,1.000,bicubic,-53.043,-43.620,+150 +resnetv2_34d.ra4_e3600_r224_in1k,288,39.480,60.520,53.560,46.440,21.82,1.000,bicubic,-54.280,-45.350,-70 +levit_128.fb_dist_in1k,224,39.470,60.530,55.337,44.663,9.21,0.900,bicubic,-53.580,-43.353,+68 +levit_conv_128.fb_dist_in1k,224,39.460,60.540,55.447,44.553,9.21,0.900,bicubic,-53.600,-43.253,+63 +rexnet_130.nav_in1k,224,39.447,60.553,56.620,43.380,7.56,0.875,bicubic,-54.223,-42.180,-49 +ecaresnet50t.a1_in1k,288,39.437,60.563,53.630,46.370,25.57,1.000,bicubic,-55.453,-45.400,-387 +convnext_pico.d1_in1k,288,39.433,60.567,55.370,44.630,9.05,0.950,bicubic,-54.607,-43.360,-140 +darknet53.c2ns_in1k,256,39.423,60.577,55.083,44.917,41.61,0.887,bicubic,-54.637,-43.857,-147 +convnextv2_femto.fcmae_ft_in1k,224,39.400,60.600,55.597,44.403,5.23,0.875,bicubic,-53.790,-43.063,+42 +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,39.397,60.603,57.883,42.117,25.55,1.000,bilinear,-55.363,-41.287,-359 +regnety_120.pycls_in1k,224,39.397,60.603,55.347,44.653,51.82,0.875,bicubic,-54.673,-43.673,-152 +regnety_064.pycls_in1k,224,39.390,60.610,55.823,44.177,30.58,0.875,bicubic,-54.730,-43.137,-164 +inception_v3.tf_in1k,299,39.377,60.623,54.350,45.650,23.83,0.875,bicubic,-53.833,-44.130,+36 +starnet_s4.in1k,224,39.370,60.630,55.610,44.390,7.48,0.875,bicubic,-54.130,-43.220,-15 +tf_efficientnet_el.in1k,300,39.363,60.637,55.473,44.527,10.59,0.904,bicubic,-54.997,-43.567,-244 +gcresnet33ts.ra2_in1k,288,39.343,60.657,55.917,44.083,19.88,1.000,bicubic,-54.997,-43.053,-239 +densenetblur121d.ra_in1k,224,39.330,60.670,56.667,43.333,8.00,0.875,bicubic,-53.070,-41.743,+146 +repghostnet_200.in1k,224,39.300,60.700,56.513,43.487,9.80,0.875,bicubic,-54.240,-42.077,-32 +resnet101.tv_in1k,224,39.297,60.703,55.857,44.143,44.55,0.875,bilinear,-53.593,-42.793,+86 +regnety_160.pycls_in1k,224,39.297,60.703,55.393,44.607,83.59,0.875,bicubic,-54.833,-43.757,-175 +resnext50_32x4d.a2_in1k,224,39.293,60.707,53.733,46.267,25.03,0.950,bicubic,-54.477,-44.937,-91 +resnet101.a3_in1k,224,39.280,60.720,53.703,46.297,44.55,0.950,bicubic,-54.590,-45.057,-122 +resnet50s.gluon_in1k,224,39.267,60.733,55.093,44.907,25.68,0.875,bicubic,-54.313,-43.617,-50 +resnext50_32x4d.a1_in1k,288,39.267,60.733,53.370,46.630,25.03,1.000,bicubic,-55.103,-45.800,-254 +mobilevitv2_150.cvnets_in1k,256,39.260,60.740,55.193,44.807,10.59,0.888,bicubic,-54.820,-43.717,-167 +densenet169.tv_in1k,224,39.193,60.807,55.850,44.150,14.15,0.875,bicubic,-53.147,-42.720,+143 +tf_efficientnetv2_b2.in1k,260,39.187,60.813,54.617,45.383,10.10,0.890,bicubic,-54.873,-44.363,-164 +swiftformer_s.dist_in1k,224,39.163,60.837,55.483,44.517,6.09,0.950,bicubic,-53.877,-43.067,+46 +resnext50d_32x4d.bt_in1k,288,39.153,60.847,54.417,45.583,25.05,0.950,bicubic,-55.287,-44.643,-280 +legacy_seresnet101.in1k,224,39.120,60.880,55.113,44.887,49.33,0.875,bilinear,-54.170,-43.677,+7 +ecaresnet50t.a2_in1k,224,39.120,60.880,54.257,45.743,25.57,0.950,bicubic,-55.140,-44.753,-226 +starnet_s3.in1k,224,39.080,60.920,55.720,44.280,5.75,0.875,bicubic,-54.060,-42.920,+26 +efficientnet_b1_pruned.in1k,240,39.067,60.933,55.793,44.207,6.33,0.882,bicubic,-53.993,-42.897,+36 +repvgg_b1g4.rvgg_in1k,224,39.043,60.957,56.500,43.500,39.97,0.875,bilinear,-54.007,-42.050,+36 +resnet50.a1_in1k,288,38.993,61.007,53.267,46.733,25.56,1.000,bicubic,-55.317,-45.933,-247 +resnext50_32x4d.a3_in1k,160,38.987,61.013,54.183,45.817,25.03,0.950,bicubic,-53.363,-44.077,+131 +regnety_080.pycls_in1k,224,38.967,61.033,55.203,44.797,39.18,0.875,bicubic,-54.953,-43.877,-147 +inception_v3.tv_in1k,299,38.957,61.043,53.827,46.173,23.83,0.875,bicubic,-53.943,-44.493,+65 +crossvit_9_dagger_240.in1k,240,38.933,61.067,54.920,45.080,8.78,0.875,bicubic,-53.827,-43.630,+84 +seresnet50.a2_in1k,224,38.917,61.083,53.810,46.190,28.09,0.950,bicubic,-54.773,-44.840,-88 +dla102.in1k,224,38.913,61.087,55.377,44.623,33.27,0.875,bilinear,-54.367,-43.493,-1 +legacy_seresnext50_32x4d.in1k,224,38.913,61.087,54.627,45.373,27.56,0.875,bilinear,-54.497,-44.273,-19 +resnet33ts.ra2_in1k,256,38.903,61.097,55.543,44.457,19.68,0.900,bicubic,-54.737,-43.237,-81 +visformer_tiny.in1k,224,38.870,61.130,55.047,44.953,10.32,0.900,bicubic,-54.100,-43.503,+40 +res2net101d.in1k,224,38.843,61.157,53.020,46.980,45.23,0.875,bilinear,-55.707,-46.060,-328 +regnety_040.pycls_in1k,224,38.837,61.163,55.613,44.387,20.65,0.875,bicubic,-54.773,-43.197,-77 +regnetx_040.pycls_in1k,224,38.800,61.200,55.507,44.493,22.12,0.875,bicubic,-54.890,-43.433,-96 +efficientvit_m5.r224_in1k,224,38.793,61.207,55.000,45.000,12.47,0.875,bicubic,-53.337,-43.500,+146 +regnetx_032.pycls_in1k,224,38.770,61.230,55.153,44.847,15.30,0.875,bicubic,-54.530,-43.547,-13 +resnet50d.a2_in1k,224,38.770,61.230,53.583,46.417,25.58,0.950,bicubic,-55.230,-45.097,-172 +densenet121.ra_in1k,224,38.767,61.233,56.233,43.767,7.98,0.875,bicubic,-53.183,-42.047,+151 +resnet32ts.ra2_in1k,256,38.763,61.237,55.847,44.153,17.96,0.900,bicubic,-54.817,-43.003,-77 +res2net50_14w_8s.in1k,224,38.710,61.290,54.177,45.823,25.06,0.875,bilinear,-54.310,-44.523,+24 +dla60_res2net.in1k,224,38.700,61.300,54.617,45.383,20.85,0.875,bilinear,-54.720,-44.223,-37 +res2net50_26w_6s.in1k,224,38.700,61.300,53.780,46.220,37.05,0.875,bilinear,-54.870,-44.980,-76 +dpn68.mx_in1k,224,38.693,61.307,54.733,45.267,12.61,0.875,bicubic,-53.587,-43.897,+120 +densenetblur121d.ra_in1k,288,38.670,61.330,55.627,44.373,8.00,0.950,bicubic,-54.340,-42.973,+22 +wide_resnet50_2.tv_in1k,224,38.667,61.333,54.613,45.387,68.88,0.875,bilinear,-54.803,-44.357,-55 +resnet33ts.ra2_in1k,288,38.660,61.340,55.223,44.777,19.68,1.000,bicubic,-55.290,-43.647,-174 +selecsls60.in1k,224,38.653,61.347,55.710,44.290,30.67,0.875,bicubic,-54.337,-43.120,+21 +resnet50.bt_in1k,224,38.650,61.350,55.470,44.530,25.56,0.875,bicubic,-54.460,-43.290,+3 +regnetx_016.tv2_in1k,224,38.623,61.377,54.783,45.217,9.19,0.965,bicubic,-55.407,-44.137,-191 +dpn68b.mx_in1k,224,38.620,61.380,55.183,44.817,12.61,0.875,bicubic,-54.340,-43.307,+26 +dla60x.in1k,224,38.613,61.387,55.503,44.497,17.35,0.875,bilinear,-54.607,-43.217,-16 +resnet50.a2_in1k,224,38.603,61.397,53.107,46.893,25.56,0.950,bicubic,-55.127,-45.653,-124 +selecsls60b.in1k,224,38.587,61.413,55.330,44.670,32.77,0.875,bicubic,-54.893,-43.510,-65 +resnetrs50.tf_in1k,160,38.587,61.413,54.083,45.917,35.69,0.910,bicubic,-54.333,-44.517,+31 +tf_efficientnet_b0.aa_in1k,224,38.557,61.443,56.133,43.867,5.29,0.875,bicubic,-53.833,-42.347,+96 +ecaresnet26t.ra2_in1k,256,38.533,61.467,55.383,44.617,16.01,0.875,bicubic,-54.887,-43.297,-49 +resnet32ts.ra2_in1k,288,38.520,61.480,55.550,44.450,17.96,1.000,bicubic,-55.080,-43.290,-97 +seresnet50.a1_in1k,288,38.513,61.487,53.403,46.597,28.09,1.000,bicubic,-55.697,-45.507,-252 +hardcorenas_f.miil_green_in1k,224,38.510,61.490,55.720,44.280,8.20,0.875,bilinear,-54.520,-42.930,+3 +dla60_res2next.in1k,224,38.503,61.497,54.987,45.013,17.03,0.875,bilinear,-55.107,-43.703,-103 +hrnet_w18_small_v2.gluon_in1k,224,38.500,61.500,56.247,43.753,15.60,0.875,bicubic,-54.480,-42.533,+8 +repvgg_a2.rvgg_in1k,224,38.497,61.503,55.820,44.180,28.21,0.875,bilinear,-54.163,-42.740,+63 +regnetx_064.pycls_in1k,224,38.490,61.510,55.030,44.970,26.21,0.875,bicubic,-55.180,-43.680,-123 +resnet50.gluon_in1k,224,38.460,61.540,54.893,45.107,25.56,0.875,bicubic,-54.110,-43.647,+71 +resmlp_12_224.fb_in1k,224,38.450,61.550,56.363,43.637,15.35,0.875,bicubic,-53.680,-42.207,+115 +tf_efficientnet_cc_b0_4e.in1k,224,38.440,61.560,55.180,44.820,13.31,0.875,bicubic,-54.420,-43.250,+33 +resnet50d.a1_in1k,288,38.417,61.583,52.867,47.133,25.58,1.000,bicubic,-55.943,-45.923,-307 +hrnet_w18.ms_in1k,224,38.390,61.610,55.790,44.210,21.30,0.875,bilinear,-54.360,-42.860,+43 +ghostnetv2_160.in1k,224,38.367,61.633,55.647,44.353,12.39,0.875,bicubic,-54.763,-43.013,-23 +tinynet_a.in1k,192,38.347,61.653,55.497,44.503,6.19,0.875,bicubic,-54.473,-43.103,+32 +regnety_008_tv.tv2_in1k,224,38.330,61.670,54.383,45.617,6.43,0.965,bicubic,-54.830,-44.297,-28 +resnet34.a1_in1k,288,38.323,61.677,52.350,47.650,21.80,1.000,bicubic,-54.697,-46.240,-7 +densenet121.ra_in1k,288,38.253,61.747,55.217,44.783,7.98,0.950,bicubic,-54.497,-43.413,+39 +mixnet_l.ft_in1k,224,38.237,61.763,54.870,45.130,7.33,0.875,bicubic,-55.033,-43.880,-44 +convnext_femto.d1_in1k,224,38.217,61.783,54.710,45.290,5.22,0.875,bicubic,-54.663,-43.800,+21 +ecaresnet50t.a3_in1k,224,38.203,61.797,53.593,46.407,25.57,0.950,bicubic,-55.657,-45.517,-187 +resnet50d.a3_in1k,160,38.187,61.813,53.827,46.173,25.58,0.950,bicubic,-54.093,-44.503,+87 +poolformer_s12.sail_in1k,224,38.180,61.820,56.390,43.610,11.92,0.900,bicubic,-54.340,-42.000,+61 +regnety_032.pycls_in1k,224,38.177,61.823,54.473,45.527,19.44,0.875,bicubic,-55.313,-44.487,-92 +efficientnet_b1.ft_in1k,256,38.170,61.830,54.033,45.967,7.79,1.000,bicubic,-54.850,-44.677,-17 +hardcorenas_e.miil_green_in1k,224,38.147,61.853,55.217,44.783,8.07,0.875,bilinear,-54.803,-43.463,-1 +ecaresnet50t.a2_in1k,288,38.147,61.853,53.023,46.977,25.57,1.000,bicubic,-56.433,-46.027,-391 +vit_base_patch16_224.augreg_in1k,224,38.140,61.860,50.707,49.293,86.57,0.900,bicubic,-55.200,-47.993,-63 +coat_lite_tiny.in1k,224,38.077,61.923,53.463,46.537,5.72,0.900,bicubic,-54.803,-45.057,+11 +gmixer_24_224.ra3_in1k,224,37.983,62.017,52.147,47.853,24.72,0.875,bicubic,-54.687,-46.093,+38 +hardcorenas_c.miil_green_in1k,224,37.980,62.020,55.700,44.300,5.52,0.875,bilinear,-54.340,-42.630,+73 +resnext50_32x4d.a2_in1k,288,37.967,62.033,52.377,47.623,25.03,1.000,bicubic,-56.233,-46.463,-276 +resnet50.a3_in1k,160,37.960,62.040,53.320,46.680,25.56,0.950,bicubic,-53.700,-44.740,+122 +resnetrs50.tf_in1k,224,37.950,62.050,53.300,46.700,35.69,0.910,bicubic,-56.100,-45.410,-238 +mobilevitv2_125.cvnets_in1k,256,37.927,62.073,54.103,45.897,7.48,0.888,bicubic,-55.553,-44.737,-102 +res2net50_26w_4s.in1k,224,37.897,62.103,53.133,46.867,25.70,0.875,bilinear,-55.293,-45.737,-52 +shvit_s2.in1k,224,37.890,62.110,54.397,45.603,11.48,0.875,bicubic,-53.320,-43.843,+147 +resnet50c.gluon_in1k,224,37.887,62.113,54.203,45.797,25.58,0.875,bicubic,-55.043,-44.507,-11 +efficientnet_es.ra_in1k,224,37.853,62.147,54.987,45.013,5.44,0.875,bicubic,-55.097,-43.813,-16 +resnest14d.gluon_in1k,224,37.827,62.173,56.613,43.387,10.61,0.875,bilinear,-53.313,-41.737,+149 +efficientformerv2_s0.snap_dist_in1k,224,37.813,62.187,54.017,45.983,3.60,0.950,bicubic,-54.037,-44.353,+101 +convnext_femto.d1_in1k,288,37.810,62.190,54.287,45.713,5.22,0.950,bicubic,-55.650,-44.393,-102 +mobilenetv1_125.ra4_e3600_r224_in1k,256,37.803,62.197,53.850,46.150,6.27,1.000,bicubic,-54.747,-44.750,+39 +mobilenetv1_125.ra4_e3600_r224_in1k,224,37.787,62.213,54.193,45.807,6.27,0.900,bicubic,-54.293,-44.107,+85 +resnext50_32x4d.tv_in1k,224,37.787,62.213,54.143,45.857,25.03,0.875,bilinear,-55.113,-44.547,-10 +pit_ti_distilled_224.in1k,224,37.783,62.217,55.690,44.310,5.10,0.900,bicubic,-52.957,-42.550,+160 +seresnet50.a2_in1k,288,37.740,62.260,52.313,47.687,28.09,1.000,bicubic,-56.710,-46.597,-370 +resnet26t.ra2_in1k,256,37.733,62.267,55.313,44.687,16.01,0.940,bicubic,-54.947,-43.287,+16 +resnet34.a2_in1k,224,37.707,62.293,52.573,47.427,21.80,0.950,bicubic,-54.063,-45.687,+97 +efficientnet_b1.ft_in1k,224,37.687,62.313,53.870,46.130,7.79,0.875,bicubic,-54.673,-44.490,+48 +seresnet50.a3_in1k,160,37.623,62.377,53.267,46.733,28.09,0.950,bicubic,-53.647,-44.963,+127 +hardcorenas_d.miil_green_in1k,224,37.593,62.407,54.723,45.277,7.50,0.875,bilinear,-55.027,-43.687,+20 +ecaresnet26t.ra2_in1k,320,37.593,62.407,54.380,45.620,16.01,0.950,bicubic,-56.377,-44.570,-240 +vit_base_patch32_224.augreg_in1k,224,37.590,62.410,51.867,48.133,88.22,0.900,bicubic,-52.990,-46.333,+158 +resnet50.bt_in1k,288,37.577,62.423,53.763,46.237,25.56,0.950,bicubic,-56.433,-45.127,-249 +convnext_femto_ols.d1_in1k,224,37.533,62.467,53.413,46.587,5.23,0.875,bicubic,-55.377,-45.267,-25 +res2next50.in1k,224,37.530,62.470,52.870,47.130,24.67,0.875,bilinear,-55.610,-45.780,-68 +fastvit_t8.apple_dist_in1k,256,37.513,62.487,53.863,46.137,4.03,0.900,bicubic,-55.077,-44.587,+20 +convnextv2_femto.fcmae_ft_in1k,288,37.463,62.537,53.653,46.347,5.23,0.950,bicubic,-56.297,-45.287,-196 +lambda_resnet26t.c1_in1k,256,37.393,62.607,53.540,46.460,10.96,0.940,bicubic,-56.047,-45.340,-114 +hrnet_w18.ms_aug_in1k,224,37.373,62.627,54.213,45.787,21.30,0.950,bilinear,-56.087,-44.787,-122 +cs3darknet_focus_m.c2ns_in1k,256,37.370,62.630,54.113,45.887,9.30,0.887,bicubic,-55.450,-44.457,-16 +convnext_femto_ols.d1_in1k,288,37.283,62.717,53.160,46.840,5.23,0.950,bicubic,-56.127,-45.610,-110 +hardcorenas_b.miil_green_in1k,224,37.273,62.727,55.010,44.990,5.18,0.875,bilinear,-54.667,-43.330,+72 +mobilenetv3_large_100.miil_in21k_ft_in1k,224,37.247,62.753,53.550,46.450,5.48,0.875,bilinear,-54.983,-44.690,+51 +resnet50d.a2_in1k,288,37.243,62.757,51.823,48.177,25.58,1.000,bicubic,-57.237,-47.087,-401 +res2net50d.in1k,224,37.223,62.777,51.303,48.697,25.72,0.875,bilinear,-57.047,-47.577,-335 +resnet50.a2_in1k,288,37.203,62.797,51.450,48.550,25.56,1.000,bicubic,-56.927,-47.570,-290 +dla60.in1k,224,37.183,62.817,54.293,45.707,22.04,0.875,bilinear,-55.527,-44.257,-8 +res2net50_48w_2s.in1k,224,37.180,62.820,53.413,46.587,25.29,0.875,bilinear,-55.620,-45.047,-20 +cs3darknet_focus_m.c2ns_in1k,288,37.173,62.827,53.947,46.053,9.30,0.950,bicubic,-55.947,-44.793,-78 +fastvit_t8.apple_in1k,256,37.160,62.840,53.147,46.853,4.03,0.900,bicubic,-54.780,-45.183,+63 +regnety_016.pycls_in1k,224,37.127,62.873,54.150,45.850,11.20,0.875,bicubic,-55.933,-44.510,-74 +lambda_resnet26rpt_256.c1_in1k,256,37.127,62.873,53.843,46.157,10.99,0.940,bicubic,-56.313,-44.917,-128 +vit_small_patch16_224.augreg_in1k,224,37.123,62.877,51.610,48.390,22.05,0.900,bicubic,-56.337,-47.220,-134 +eca_halonext26ts.c1_in1k,256,37.117,62.883,53.090,46.910,10.76,0.940,bicubic,-56.443,-45.690,-163 +bat_resnext26ts.ch_in1k,256,37.107,62.893,53.737,46.263,10.73,0.900,bicubic,-56.013,-45.013,-83 +convnextv2_atto.fcmae_ft_in1k,224,37.097,62.903,53.090,46.910,3.71,0.875,bicubic,-55.083,-45.370,+43 +rexnet_100.nav_in1k,224,37.063,62.937,54.103,45.897,4.80,0.875,bicubic,-55.777,-44.537,-34 +tf_mixnet_l.in1k,224,37.057,62.943,52.760,47.240,7.33,0.875,bicubic,-55.993,-46.050,-76 +mobileone_s1.apple_in1k,224,37.033,62.967,54.657,45.343,4.83,0.900,bilinear,-54.737,-43.813,+64 +tf_efficientnet_b1.in1k,240,37.030,62.970,53.457,46.543,7.79,0.882,bicubic,-55.910,-45.203,-56 +fasternet_t1.in1k,224,37.003,62.997,54.910,45.090,7.60,1.000,bicubic,-54.617,-43.210,+74 +botnet26t_256.c1_in1k,256,36.980,63.020,53.090,46.910,12.49,0.950,bicubic,-56.430,-45.570,-128 +resnet34.a2_in1k,288,36.967,63.033,51.520,48.480,21.80,1.000,bicubic,-55.623,-47.060,-9 +resnet34.bt_in1k,224,36.927,63.073,53.617,46.383,21.80,0.875,bicubic,-54.303,-44.593,+96 +tf_efficientnet_lite2.in1k,260,36.920,63.080,53.390,46.610,6.09,0.890,bicubic,-55.790,-45.230,-25 +legacy_seresnet50.in1k,224,36.913,63.087,53.477,46.523,28.09,0.875,bilinear,-55.757,-45.183,-21 +ghostnetv2_130.in1k,224,36.877,63.123,54.213,45.787,8.96,0.875,bicubic,-55.393,-44.157,+21 +regnetx_016.pycls_in1k,224,36.863,63.137,53.423,46.577,9.19,0.875,bicubic,-55.737,-45.147,-15 +mobilenetv1_100h.ra4_e3600_r224_in1k,256,36.787,63.213,53.133,46.867,5.28,0.950,bicubic,-55.563,-45.237,+9 +halonet26t.a1h_in1k,256,36.783,63.217,52.233,47.767,12.48,0.950,bicubic,-56.837,-46.537,-193 +densenet121.tv_in1k,224,36.767,63.233,53.997,46.003,7.98,0.875,bicubic,-54.673,-44.243,+75 +mobilenetv2_120d.ra_in1k,224,36.723,63.277,53.950,46.050,5.83,0.875,bicubic,-55.937,-44.580,-25 +hardcorenas_a.miil_green_in1k,224,36.713,63.287,54.863,45.137,5.26,0.875,bilinear,-54.947,-43.287,+58 +eca_botnext26ts_256.c1_in1k,256,36.700,63.300,52.607,47.393,10.59,0.950,bicubic,-56.690,-46.093,-136 +repghostnet_150.in1k,224,36.693,63.307,54.193,45.807,6.58,0.875,bicubic,-55.707,-44.327,-4 +tf_efficientnet_lite1.in1k,240,36.687,63.313,53.733,46.267,5.42,0.882,bicubic,-55.613,-44.787,+8 +efficientnet_b0.ra_in1k,224,36.673,63.327,53.597,46.403,5.29,0.875,bicubic,-55.797,-44.843,-13 +resnext50_32x4d.a3_in1k,224,36.620,63.380,51.210,48.790,25.03,0.950,bicubic,-56.930,-47.560,-186 +vit_base_patch32_224.sam_in1k,224,36.590,63.410,53.087,46.913,88.22,0.900,bicubic,-53.300,-44.513,+135 +levit_conv_128s.fb_dist_in1k,224,36.583,63.417,53.077,46.923,7.78,0.900,bicubic,-54.957,-45.353,+62 +cs3darknet_m.c2ns_in1k,256,36.580,63.420,53.610,46.390,9.31,0.887,bicubic,-56.140,-45.060,-43 +levit_128s.fb_dist_in1k,224,36.577,63.423,53.083,46.917,7.78,0.900,bicubic,-55.003,-45.337,+57 +ghostnetv3_100.in1k,224,36.560,63.440,54.147,45.853,8.13,0.875,bicubic,-55.700,-44.223,+6 +efficientvit_m4.r224_in1k,224,36.560,63.440,53.307,46.693,8.80,0.875,bicubic,-54.190,-44.783,+99 +xcit_nano_12_p8_224.fb_dist_in1k,224,36.530,63.470,52.887,47.113,3.05,1.000,bicubic,-55.870,-45.653,-13 +repvgg_a1.rvgg_in1k,224,36.520,63.480,53.820,46.180,14.09,0.875,bilinear,-54.640,-44.370,+79 +resnet34.a3_in1k,160,36.517,63.483,52.573,47.427,21.80,0.950,bicubic,-52.133,-44.807,+154 +tf_efficientnet_em.in1k,240,36.477,63.523,52.907,47.093,6.90,0.882,bicubic,-56.723,-45.773,-128 +mobilenetv1_100h.ra4_e3600_r224_in1k,224,36.460,63.540,52.797,47.203,5.28,0.875,bicubic,-55.200,-45.263,+43 +cs3darknet_m.c2ns_in1k,288,36.443,63.557,53.237,46.763,9.31,0.950,bicubic,-56.807,-45.483,-137 +mobilevitv2_100.cvnets_in1k,256,36.443,63.557,53.073,46.927,4.90,0.888,bicubic,-56.667,-45.527,-117 +skresnet18.ra_in1k,224,36.330,63.670,54.253,45.747,11.96,0.875,bicubic,-53.840,-43.527,+116 +repvgg_b0.rvgg_in1k,224,36.323,63.677,54.083,45.917,15.82,0.875,bilinear,-55.387,-44.317,+32 +resnet34.bt_in1k,288,36.313,63.687,52.847,47.153,21.80,0.950,bicubic,-56.007,-45.793,-13 +resnet50d.a3_in1k,224,36.310,63.690,51.330,48.670,25.58,0.950,bicubic,-57.090,-47.420,-159 +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,36.190,63.810,53.997,46.003,5.48,0.950,bicubic,-55.240,-44.163,+51 +xcit_nano_12_p16_384.fb_dist_in1k,384,36.157,63.843,53.203,46.797,3.05,1.000,bicubic,-55.983,-45.287,+3 +resnet50.tv_in1k,224,36.157,63.843,52.870,47.130,25.56,0.875,bilinear,-55.993,-45.520,+3 +legacy_seresnet34.in1k,224,36.157,63.843,52.563,47.437,21.96,0.875,bilinear,-55.323,-45.657,+46 +mobilenetv4_conv_small.e3600_r256_in1k,256,36.143,63.857,54.283,45.717,3.77,0.950,bicubic,-54.427,-43.697,+91 +resnet34.tv_in1k,224,36.140,63.860,53.553,46.447,21.80,0.875,bilinear,-54.150,-44.417,+101 +efficientvit_m3.r224_in1k,224,36.137,63.863,52.550,47.450,6.90,0.875,bicubic,-53.913,-45.320,+108 +deit_tiny_distilled_patch16_224.fb_in1k,224,36.120,63.880,54.293,45.707,5.91,0.900,bicubic,-55.010,-43.977,+65 +coat_tiny.in1k,224,36.103,63.897,51.083,48.917,5.50,0.900,bicubic,-57.407,-47.597,-199 +starnet_s2.in1k,224,36.050,63.950,53.670,46.330,3.68,0.875,bicubic,-55.100,-44.650,+61 +resnet50.a3_in1k,224,36.050,63.950,50.647,49.353,25.56,0.950,bicubic,-56.920,-48.183,-110 +convnext_atto.d2_in1k,224,36.040,63.960,52.927,47.073,3.70,0.875,bicubic,-56.160,-45.383,-11 +tf_efficientnet_lite0.in1k,224,36.033,63.967,53.487,46.513,4.65,0.875,bicubic,-55.327,-44.643,+43 +convnextv2_atto.fcmae_ft_in1k,288,36.013,63.987,51.160,48.840,3.71,0.950,bicubic,-56.907,-47.600,-101 +mobilenetv2_140.ra_in1k,224,36.010,63.990,53.977,46.023,6.11,0.875,bicubic,-56.070,-44.373,-1 +resnetv2_18.ra4_e3600_r224_in1k,224,35.997,64.003,52.447,47.553,11.69,0.900,bicubic,-54.183,-45.283,+96 +resnetv2_18d.ra4_e3600_r224_in1k,224,35.980,64.020,52.537,47.463,11.71,0.900,bicubic,-55.290,-45.683,+43 +resnetv2_18d.ra4_e3600_r224_in1k,288,35.927,64.073,52.037,47.963,11.71,1.000,bicubic,-56.363,-46.373,-28 +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,35.857,64.143,53.770,46.230,5.48,1.000,bicubic,-55.953,-44.680,+8 +selecsls42b.in1k,224,35.837,64.163,52.557,47.443,32.46,0.875,bicubic,-56.643,-45.883,-52 +seresnext26ts.ch_in1k,256,35.830,64.170,54.000,46.000,10.39,0.900,bicubic,-56.960,-44.600,-87 +resnetv2_18.ra4_e3600_r224_in1k,288,35.827,64.173,51.927,48.073,11.69,1.000,bicubic,-55.853,-46.393,+12 +resnet34.gluon_in1k,224,35.823,64.177,52.363,47.637,21.80,0.875,bicubic,-55.287,-45.687,+54 +resnet18d.ra4_e3600_r224_in1k,224,35.817,64.183,52.417,47.583,11.71,0.900,bicubic,-55.093,-45.773,+59 +mobilenetv1_100.ra4_e3600_r224_in1k,256,35.787,64.213,52.597,47.403,4.23,0.950,bicubic,-56.293,-45.673,-13 +convnext_atto.d2_in1k,288,35.783,64.217,52.347,47.653,3.70,0.950,bicubic,-56.997,-46.273,-91 +xcit_nano_12_p8_384.fb_dist_in1k,384,35.757,64.243,52.313,47.687,3.05,1.000,bicubic,-57.623,-46.567,-183 +resnet26t.ra2_in1k,320,35.753,64.247,53.583,46.417,16.01,1.000,bicubic,-57.207,-45.097,-125 +mobilenetv4_conv_small.e3600_r256_in1k,320,35.737,64.263,53.453,46.547,3.77,1.000,bicubic,-56.183,-44.787,-6 +seresnet50.a3_in1k,224,35.727,64.273,51.273,48.727,28.09,0.950,bicubic,-56.653,-47.057,-50 +seresnext26ts.ch_in1k,288,35.723,64.277,53.470,46.530,10.39,1.000,bicubic,-57.247,-45.240,-131 +mobilenetv1_100.ra4_e3600_r224_in1k,224,35.713,64.287,52.810,47.190,4.23,0.875,bicubic,-55.647,-45.280,+23 +efficientnet_lite0.ra_in1k,224,35.690,64.310,53.720,46.280,4.65,0.875,bicubic,-55.580,-44.230,+25 +resnet18.fb_ssl_yfcc100m_ft_in1k,224,35.647,64.353,53.820,46.180,11.69,0.875,bilinear,-55.043,-44.220,+57 +dla34.in1k,224,35.647,64.353,52.837,47.163,15.74,0.875,bilinear,-55.613,-45.323,+27 +mixnet_m.ft_in1k,224,35.643,64.357,52.460,47.540,5.01,0.875,bicubic,-56.627,-45.910,-42 +mobilenetv3_rw.rmsp_in1k,224,35.640,64.360,53.767,46.233,5.48,0.875,bicubic,-55.920,-44.573,+9 +convnext_atto_ols.a2_in1k,288,35.560,64.440,51.457,48.543,3.70,0.950,bicubic,-57.390,-47.133,-131 +regnetx_008.tv2_in1k,224,35.557,64.443,51.503,48.497,7.26,0.965,bicubic,-56.913,-47.177,-69 +convnext_atto_ols.a2_in1k,224,35.507,64.493,52.077,47.923,3.70,0.875,bicubic,-56.603,-46.303,-29 +inception_next_atto.sail_in1k,224,35.497,64.503,52.780,47.220,4.16,0.875,bicubic,-56.063,-45.490,+4 +efficientnet_es_pruned.in1k,224,35.397,64.603,52.883,47.117,5.44,0.875,bicubic,-56.313,-45.547,-10 +resnet18d.ra4_e3600_r224_in1k,288,35.337,64.663,51.757,48.243,11.71,1.000,bicubic,-56.843,-46.593,-40 +repghostnet_130.in1k,224,35.323,64.677,52.740,47.260,5.48,0.875,bicubic,-56.607,-45.650,-22 +mobilenetv2_110d.ra_in1k,224,35.287,64.713,52.810,47.190,4.52,0.875,bicubic,-56.033,-45.340,+12 +tf_mixnet_m.in1k,224,35.250,64.750,51.003,48.997,5.01,0.875,bicubic,-56.930,-47.337,-44 +hrnet_w18_small_v2.ms_in1k,224,35.237,64.763,52.543,47.457,15.60,0.875,bilinear,-55.953,-45.807,+21 +xcit_nano_12_p16_224.fb_dist_in1k,224,35.210,64.790,52.607,47.393,3.05,1.000,bicubic,-54.990,-45.153,+62 +mobilenetv4_conv_small.e2400_r224_in1k,256,35.207,64.793,53.010,46.990,3.77,0.950,bicubic,-55.893,-45.070,+30 +resnet18d.ra2_in1k,224,35.143,64.857,52.900,47.100,11.71,0.875,bicubic,-54.877,-44.940,+67 +resnext26ts.ra2_in1k,256,35.110,64.890,53.437,46.563,10.30,0.900,bicubic,-57.150,-45.023,-54 +convit_tiny.fb_in1k,224,35.100,64.900,51.830,48.170,5.71,0.875,bicubic,-55.480,-45.910,+42 +resnet34.a3_in1k,224,35.090,64.910,50.520,49.480,21.80,0.950,bicubic,-55.210,-47.370,+53 +resnet18.a1_in1k,224,35.033,64.967,50.983,49.017,11.69,0.950,bicubic,-54.117,-46.347,+83 +mobilenetv4_conv_small.e2400_r224_in1k,224,35.013,64.987,52.897,47.103,3.77,0.875,bicubic,-55.527,-45.063,+44 +tinynet_b.in1k,188,35.013,64.987,52.120,47.880,3.73,0.875,bicubic,-56.107,-45.950,+18 +gcresnext26ts.ch_in1k,288,35.013,64.987,51.460,48.540,10.48,1.000,bicubic,-57.797,-47.150,-126 +gcresnext26ts.ch_in1k,256,34.990,65.010,51.660,48.340,10.48,0.900,bicubic,-57.470,-46.840,-86 +shvit_s1.in1k,224,34.963,65.037,52.047,47.953,6.33,0.875,bicubic,-54.807,-45.683,+65 +eca_resnext26ts.ch_in1k,256,34.953,65.047,52.340,47.660,10.30,0.900,bicubic,-57.487,-46.270,-86 +regnety_004.tv2_in1k,224,34.937,65.063,51.397,48.603,4.34,0.965,bicubic,-56.653,-46.893,-19 +eca_resnext26ts.ch_in1k,288,34.927,65.073,52.357,47.643,10.30,1.000,bicubic,-57.843,-46.353,-126 +regnety_008.pycls_in1k,224,34.883,65.117,51.887,48.113,6.26,0.875,bicubic,-57.007,-46.533,-39 +ese_vovnet19b_dw.ra_in1k,224,34.843,65.157,51.987,48.013,6.54,0.875,bicubic,-57.167,-46.533,-49 +resnext26ts.ra2_in1k,288,34.790,65.210,52.820,47.180,10.30,1.000,bicubic,-57.640,-45.570,-90 +mobilenetv4_conv_small.e1200_r224_in1k,256,34.767,65.233,52.690,47.310,3.77,0.950,bicubic,-55.503,-45.410,+43 +mobilenetv3_large_100.ra_in1k,224,34.673,65.327,52.933,47.067,5.48,0.875,bicubic,-56.797,-45.387,-18 +crossvit_9_240.in1k,240,34.670,65.330,51.797,48.203,8.55,0.875,bicubic,-56.410,-46.513,+12 +tf_efficientnet_b0.in1k,224,34.660,65.340,51.163,48.837,5.29,0.875,bicubic,-57.640,-47.387,-81 +pit_ti_224.in1k,224,34.630,65.370,52.133,47.867,4.85,0.900,bicubic,-55.810,-45.547,+32 +seresnext26t_32x4d.bt_in1k,224,34.563,65.437,51.487,48.513,16.81,0.875,bicubic,-58.237,-47.053,-139 +seresnext26d_32x4d.bt_in1k,224,34.560,65.440,51.477,48.523,16.81,0.875,bicubic,-57.900,-47.063,-101 +pvt_v2_b0.in1k,224,34.410,65.590,53.093,46.907,3.67,0.900,bicubic,-54.570,-44.587,+66 +resnet26d.bt_in1k,224,34.340,65.660,51.830,48.170,16.01,0.875,bicubic,-57.880,-46.640,-74 +fbnetc_100.rmsp_in1k,224,34.337,65.663,51.490,48.510,5.57,0.875,bilinear,-56.913,-46.340,-11 +mixer_b16_224.goog_in21k_ft_in1k,224,34.323,65.677,48.070,51.930,59.88,0.875,bicubic,-56.797,-50.010,0 +mobilenetv4_conv_small.e1200_r224_in1k,224,34.303,65.697,52.343,47.657,3.77,0.875,bicubic,-55.817,-45.637,+37 +tf_efficientnet_es.in1k,224,34.300,65.700,51.507,48.493,5.44,0.875,bicubic,-57.810,-46.923,-68 +regnety_006.pycls_in1k,224,34.283,65.717,51.423,48.577,6.06,0.875,bicubic,-57.317,-46.997,-38 +resnet18d.ra2_in1k,288,34.240,65.760,51.690,48.310,11.71,0.950,bicubic,-56.530,-46.480,+5 +starnet_s1.in1k,224,34.200,65.800,50.773,49.227,2.87,0.875,bicubic,-56.530,-47.057,+9 +ghostnetv2_100.in1k,224,34.167,65.833,52.050,47.950,6.16,0.875,bicubic,-57.463,-46.230,-43 +swiftformer_xs.dist_in1k,224,34.160,65.840,50.777,49.223,3.48,0.950,bicubic,-56.680,-47.223,+1 +convnext_zepto_rms.ra4_e3600_r224_in1k,224,34.100,65.900,48.240,51.760,2.16,0.875,bicubic,-55.940,-49.690,+32 +repvgg_a0.rvgg_in1k,224,34.090,65.910,52.000,48.000,9.11,0.875,bilinear,-55.720,-45.500,+37 +resnet18.a1_in1k,288,34.050,65.950,49.517,50.483,11.69,1.000,bicubic,-56.140,-48.263,+25 +tf_mobilenetv3_large_100.in1k,224,33.993,66.007,51.553,48.447,5.48,0.875,bilinear,-57.417,-46.677,-33 +mnasnet_100.rmsp_in1k,224,33.873,66.127,51.217,48.783,4.38,0.875,bicubic,-57.387,-46.813,-25 +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,33.850,66.150,48.160,51.840,2.16,0.900,bicubic,-56.590,-49.840,+14 +regnetx_004_tv.tv2_in1k,224,33.837,66.163,49.890,50.110,5.50,0.965,bicubic,-57.283,-47.520,-15 +repghostnet_111.in1k,224,33.807,66.193,51.550,48.450,4.54,0.875,bicubic,-57.303,-46.630,-13 +mobilevit_s.cvnets_in1k,256,33.790,66.210,49.480,50.520,5.58,0.900,bicubic,-59.390,-49.140,-224 +ese_vovnet19b_dw.ra_in1k,288,33.767,66.233,50.937,49.063,6.54,0.950,bicubic,-58.973,-47.743,-151 +regnetx_008.pycls_in1k,224,33.733,66.267,50.580,49.420,7.26,0.875,bicubic,-57.487,-47.800,-28 +lcnet_100.ra2_in1k,224,33.720,66.280,52.103,47.897,2.95,0.875,bicubic,-55.210,-45.267,+46 +semnasnet_075.rmsp_in1k,224,33.710,66.290,52.430,47.570,2.91,0.875,bicubic,-56.570,-45.500,+12 +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,33.667,66.333,50.760,49.240,6.36,1.000,bicubic,-58.043,-47.700,-66 +xcit_nano_12_p8_224.fb_in1k,224,33.623,66.377,50.430,49.570,3.05,1.000,bicubic,-57.567,-47.850,-29 +mixnet_s.ft_in1k,224,33.620,66.380,51.023,48.977,4.13,0.875,bicubic,-58.200,-47.317,-73 +resnet26.bt_in1k,224,33.597,66.403,51.010,48.990,16.00,0.875,bicubic,-57.863,-47.260,-50 +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,33.557,66.443,50.963,49.037,5.79,1.000,bicubic,-59.943,-47.707,-291 +semnasnet_100.rmsp_in1k,224,33.557,66.443,50.830,49.170,3.89,0.875,bicubic,-58.103,-47.440,-66 +spnasnet_100.rmsp_in1k,224,33.503,66.497,51.310,48.690,4.42,0.875,bilinear,-57.167,-46.650,-10 +crossvit_tiny_240.in1k,240,33.443,66.557,49.960,50.040,7.01,0.875,bicubic,-57.097,-47.860,-6 +mobilevitv2_075.cvnets_in1k,256,33.420,66.580,50.143,49.857,2.87,0.888,bicubic,-58.590,-48.177,-89 +vgg19_bn.tv_in1k,224,33.310,66.690,50.883,49.117,143.68,0.875,bilinear,-57.670,-47.227,-24 +regnetx_006.pycls_in1k,224,33.277,66.723,50.327,49.673,6.20,0.875,bicubic,-57.493,-47.763,-21 +resnet18.a2_in1k,224,33.267,66.733,49.520,50.480,11.69,0.950,bicubic,-54.943,-47.660,+43 +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,33.233,66.767,51.107,48.893,3.27,0.887,bicubic,-56.717,-46.523,+9 +efficientvit_m2.r224_in1k,224,33.190,66.810,49.780,50.220,4.19,0.875,bicubic,-55.750,-47.580,+30 +edgenext_x_small.in1k,288,33.140,66.860,49.043,50.957,2.34,1.000,bicubic,-58.450,-49.147,-68 +repghostnet_100.in1k,224,33.133,66.867,50.753,49.247,4.07,0.875,bicubic,-57.547,-47.357,-20 +seresnext26t_32x4d.bt_in1k,288,33.073,66.927,50.247,49.753,16.81,0.950,bicubic,-60.267,-48.413,-267 +xcit_nano_12_p16_224.fb_in1k,224,33.037,66.963,50.067,49.933,3.05,1.000,bicubic,-55.863,-47.373,+28 +resnet18.tv_in1k,224,33.023,66.977,51.143,48.857,11.69,0.875,bilinear,-55.177,-46.197,+38 +seresnext26d_32x4d.bt_in1k,288,32.997,67.003,49.863,50.137,16.81,0.950,bicubic,-60.063,-48.697,-236 +mobileone_s0.apple_in1k,224,32.980,67.020,51.090,48.910,5.29,0.875,bilinear,-55.790,-46.140,+26 +hrnet_w18_small.gluon_in1k,224,32.847,67.153,50.497,49.503,13.19,0.875,bicubic,-57.463,-47.253,-13 +legacy_seresnext26_32x4d.in1k,224,32.763,67.237,49.220,50.780,16.79,0.875,bicubic,-59.827,-49.210,-159 +hrnet_w18_small.ms_in1k,224,32.730,67.270,50.643,49.357,13.19,0.875,bilinear,-57.150,-47.247,0 +edgenext_x_small.in1k,256,32.720,67.280,48.670,51.330,2.34,0.900,bicubic,-58.710,-49.740,-68 +deit_tiny_patch16_224.fb_in1k,224,32.713,67.287,50.327,49.673,5.72,0.900,bicubic,-56.927,-47.633,+4 +legacy_seresnet18.in1k,224,32.677,67.323,50.327,49.673,11.78,0.875,bicubic,-56.613,-47.383,+9 +regnetx_004.pycls_in1k,224,32.603,67.397,49.387,50.613,5.16,0.875,bicubic,-56.887,-48.433,+4 +ghostnet_100.in1k,224,32.597,67.403,50.417,49.583,5.18,0.875,bicubic,-57.873,-47.523,-24 +mobilenetv2_100.ra_in1k,224,32.593,67.407,50.870,49.130,3.50,0.875,bicubic,-57.267,-46.970,-5 +resnet26d.bt_in1k,288,32.477,67.523,50.093,49.907,16.01,0.950,bicubic,-60.103,-48.547,-165 +resnet18.gluon_in1k,224,32.423,67.577,49.730,50.270,11.69,0.875,bicubic,-56.267,-47.380,+17 +regnety_004.pycls_in1k,224,32.397,67.603,49.497,50.503,4.34,0.875,bicubic,-58.353,-48.563,-41 +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,32.323,67.677,49.887,50.113,3.27,1.000,bicubic,-58.247,-48.173,-33 +tf_mixnet_s.in1k,224,32.220,67.780,48.593,51.407,4.13,0.875,bicubic,-59.470,-49.627,-98 +resnet18.a2_in1k,288,32.183,67.817,47.907,52.093,11.69,1.000,bicubic,-57.357,-49.753,-5 +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,32.150,67.850,49.103,50.897,5.72,0.900,bicubic,-59.790,-49.307,-113 +resnet26.bt_in1k,288,32.147,67.853,49.510,50.490,16.00,0.950,bicubic,-60.013,-49.040,-129 +tf_mobilenetv3_large_075.in1k,224,31.970,68.030,49.150,50.850,3.99,0.875,bilinear,-58.370,-48.700,-31 +tf_mobilenetv3_large_minimal_100.in1k,224,31.680,68.320,49.443,50.557,3.92,0.875,bilinear,-57.520,-47.847,0 +resnet18.a3_in1k,160,31.587,68.413,48.370,51.630,11.69,0.950,bicubic,-53.453,-47.570,+35 +efficientvit_m1.r224_in1k,224,31.260,68.740,48.470,51.530,2.98,0.875,bicubic,-55.930,-48.240,+20 +repghostnet_080.in1k,224,30.973,69.027,48.837,51.163,3.28,0.875,bicubic,-58.477,-48.633,-10 +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,30.870,69.130,47.680,52.320,6.34,0.900,bicubic,-58.540,-50.020,-10 +tinynet_c.in1k,184,30.530,69.470,48.537,51.463,2.46,0.875,bicubic,-57.920,-48.733,+7 +lcnet_075.ra2_in1k,224,30.380,69.620,48.760,51.240,2.36,0.875,bicubic,-56.630,-47.790,+19 +vgg16_bn.tv_in1k,224,30.380,69.620,47.317,52.683,138.37,0.875,bilinear,-60.140,-50.683,-42 +efficientvit_b0.r224_in1k,224,30.113,69.887,46.713,53.287,3.41,0.950,bicubic,-58.137,-50.167,+6 +resnet18.a3_in1k,224,30.093,69.907,46.313,53.687,11.69,0.950,bicubic,-56.957,-50.357,+16 +resnet10t.c3_in1k,176,29.790,70.210,47.817,52.183,5.44,0.875,bicubic,-55.700,-48.473,+22 +edgenext_xx_small.in1k,288,29.747,70.253,46.507,53.493,1.33,1.000,bicubic,-60.063,-51.283,-24 +mobilevit_xs.cvnets_in1k,256,29.693,70.307,46.090,53.910,2.32,0.900,bicubic,-61.577,-52.050,-89 +regnety_002.pycls_in1k,224,29.683,70.317,46.823,53.177,3.16,0.875,bicubic,-58.517,-50.287,+3 +edgenext_xx_small.in1k,256,29.447,70.553,46.373,53.627,1.33,0.900,bicubic,-59.803,-50.877,-17 +fasternet_t0.in1k,224,29.347,70.653,47.040,52.960,3.91,1.000,bicubic,-59.363,-50.040,-7 +mobilenetv3_small_100.lamb_in1k,224,29.063,70.937,47.267,52.733,2.54,0.875,bicubic,-57.127,-49.183,+13 +mnasnet_small.lamb_in1k,224,28.983,71.017,47.380,52.620,2.03,0.875,bicubic,-56.507,-48.600,+16 +vgg13_bn.tv_in1k,224,28.957,71.043,46.823,53.177,133.05,0.875,bilinear,-60.273,-50.697,-19 +resnet10t.c3_in1k,224,28.907,71.093,46.967,53.033,5.44,0.950,bicubic,-57.803,-49.763,+9 +regnetx_002.pycls_in1k,224,28.857,71.143,45.603,54.397,2.68,0.875,bicubic,-58.493,-51.387,0 +efficientvit_m0.r224_in1k,224,28.827,71.173,45.800,54.200,2.35,0.875,bicubic,-54.513,-49.830,+22 +resnet14t.c3_in1k,176,28.733,71.267,46.040,53.960,10.08,0.875,bicubic,-59.737,-50.910,-11 +vgg19.tv_in1k,224,28.700,71.300,45.280,54.720,143.67,0.875,bilinear,-61.000,-52.250,-34 +mobilenetv2_050.lamb_in1k,224,28.680,71.320,46.597,53.403,1.97,0.875,bicubic,-56.260,-49.073,+13 +mobilevitv2_050.cvnets_in1k,256,28.630,71.370,45.287,54.713,1.37,0.888,bicubic,-60.430,-52.303,-23 +mobilenetv4_conv_small_050.e3000_r224_in1k,256,28.570,71.430,46.667,53.333,2.24,0.950,bicubic,-56.100,-49.473,+13 +repghostnet_058.in1k,224,28.497,71.503,46.607,53.393,2.55,0.875,bicubic,-58.693,-50.393,-4 +dla60x_c.in1k,224,28.490,71.510,46.247,53.753,1.32,0.875,bilinear,-58.620,-50.903,-4 +vgg11_bn.tv_in1k,224,28.440,71.560,46.477,53.523,132.87,0.875,bilinear,-59.970,-50.803,-16 +tinynet_d.in1k,152,27.993,72.007,45.940,54.060,2.34,0.875,bicubic,-57.487,-50.520,+5 +vgg16.tv_in1k,224,27.960,72.040,44.757,55.243,138.36,0.875,bilinear,-61.440,-52.743,-36 +mobilenetv4_conv_small_050.e3000_r224_in1k,224,27.833,72.167,46.427,53.573,2.24,0.875,bicubic,-56.397,-49.293,+9 +resnet14t.c3_in1k,224,27.647,72.353,44.713,55.287,10.08,0.950,bicubic,-61.593,-52.737,-35 +tf_mobilenetv3_small_100.in1k,224,27.570,72.430,44.913,55.087,2.54,0.875,bilinear,-58.440,-51.477,-4 +repghostnet_050.in1k,224,27.133,72.867,45.050,54.950,2.31,0.875,bicubic,-58.427,-51.060,-4 +mixer_l16_224.goog_in21k_ft_in1k,224,26.803,73.197,37.863,62.137,208.20,0.875,bicubic,-60.197,-56.157,-9 +vgg11.tv_in1k,224,26.620,73.380,43.527,56.473,132.86,0.875,bilinear,-60.720,-53.603,-16 +mobilenetv3_small_075.lamb_in1k,224,26.577,73.423,43.923,56.077,2.04,0.875,bicubic,-57.563,-51.577,+4 +dla46x_c.in1k,224,26.403,73.597,43.907,56.093,1.07,0.875,bilinear,-59.077,-52.113,-6 +mobilevit_xxs.cvnets_in1k,256,26.403,73.597,43.137,56.863,1.27,0.900,bicubic,-61.567,-54.063,-21 +vgg13.tv_in1k,224,26.307,73.693,43.453,56.547,133.05,0.875,bilinear,-61.253,-53.667,-22 +tf_mobilenetv3_small_075.in1k,224,26.267,73.733,43.780,56.220,2.04,0.875,bilinear,-58.253,-52.010,-2 +lcnet_050.ra2_in1k,224,26.223,73.777,44.590,55.410,1.88,0.875,bicubic,-56.907,-50.360,+1 +tf_mobilenetv3_small_minimal_100.in1k,224,25.813,74.187,43.647,56.353,2.04,0.875,bilinear,-56.827,-51.343,+1 +dla46_c.in1k,224,25.513,74.487,43.903,56.097,1.30,0.875,bilinear,-59.227,-52.307,-7 +test_vit3.r160_in1k,160,24.623,75.377,41.737,58.263,0.93,0.950,bicubic,-54.427,-52.033,+1 +tinynet_e.in1k,106,23.473,76.527,41.177,58.823,2.04,0.875,bicubic,-56.367,-52.823,-1 +test_convnext2.r160_in1k,160,22.407,77.593,40.410,59.590,0.48,0.950,bicubic,-53.453,-52.400,+1 +test_convnext3.r160_in1k,160,22.390,77.610,39.963,60.037,0.47,0.950,bicubic,-53.250,-52.897,+1 +mobilenetv3_small_050.lamb_in1k,224,21.797,78.203,38.783,61.217,1.59,0.875,bicubic,-56.293,-54.227,-2 +test_convnext.r160_in1k,160,19.687,80.313,36.787,63.213,0.27,0.950,bicubic,-50.743,-54.173,0 +test_resnet.r160_in1k,160,18.243,81.757,35.140,64.860,0.47,0.950,bilinear,-46.357,-51.820,+7 +test_efficientnet_evos.r160_in1k,160,17.897,82.103,34.573,65.427,0.36,0.950,bicubic,-50.163,-53.677,0 +test_nfnet.r160_in1k,160,17.597,82.403,34.283,65.717,0.38,0.950,bicubic,-52.583,-55.587,-2 +test_byobnet.r160_in1k,160,17.260,82.740,33.740,66.260,0.46,0.950,bicubic,-50.260,-54.970,0 +test_efficientnet.r160_in1k,160,16.663,83.337,33.230,66.770,0.36,0.950,bicubic,-50.957,-55.270,-2 +test_efficientnet_gn.r160_in1k,160,16.430,83.570,32.650,67.350,0.36,0.950,bicubic,-49.330,-55.560,+1 +test_efficientnet_ln.r160_in1k,160,16.123,83.877,32.907,67.093,0.36,0.950,bicubic,-49.907,-54.773,-2 +test_vit2.r160_in1k,160,14.633,85.367,29.693,70.307,0.46,0.950,bicubic,-51.127,-58.167,-2 +test_vit.r160_in1k,160,13.413,86.587,27.980,72.020,0.37,0.950,bicubic,-50.567,-59.190,0 diff --git a/results/results-imagenet-real.csv b/results/results-imagenet-real.csv index 32004f6ddd..6a90941b76 100644 --- a/results/results-imagenet-real.csv +++ b/results/results-imagenet-real.csv @@ -1,1559 +1,1557 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,91.1438,8.8562,98.7254,1.2746,305.08,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,91.0776,8.9224,98.6037,1.3963,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,91.0498,8.9502,98.6848,1.3152,305.08,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,90.9495,9.0505,98.6741,1.3259,1014.45,1.0,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.9388,9.0612,98.6485,1.3515,414.14,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,90.9302,9.0698,98.6784,1.3216,305.08,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,90.911,9.089,98.8108,1.1892,87.12,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,90.9068,9.0932,98.7809,1.2191,304.53,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,90.8961,9.1039,98.6827,1.3173,1012.56,0.9,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,90.8961,9.1039,98.6613,1.3387,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.8854,9.1146,98.6592,1.3408,305.08,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,90.8769,9.1231,98.7211,1.2789,304.53,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,90.8043,9.1957,98.862,1.138,98.75,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.7979,9.2021,98.6869,1.3131,429.38,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,90.7893,9.2107,98.7382,1.2618,87.12,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,90.7167,9.2833,98.7424,1.2576,136.5,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,90.7146,9.2854,98.7702,1.2298,305.67,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,90.7018,9.2982,98.8214,1.1786,200.13,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,90.6698,9.3302,98.7617,1.2383,200.13,1.0,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.6676,9.3324,98.8065,1.1935,846.47,1.0,bicubic -regnety_1280.swag_ft_in1k,384,90.6612,9.3388,98.8193,1.1807,644.81,1.0,bicubic -volo_d5_512.sail_in1k,512,90.6335,9.3665,98.7019,1.2981,296.09,1.15,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,90.6143,9.3857,98.7723,1.2277,136.33,1.0,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,90.5993,9.4007,98.7723,1.2277,305.0,1.0,bicubic -volo_d5_448.sail_in1k,448,90.5865,9.4135,98.6912,1.3088,295.91,1.15,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.5758,9.4242,98.6229,1.3771,116.14,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,90.5694,9.4306,98.7766,1.2234,480.31,0.96,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,90.5673,9.4327,98.7019,1.2981,119.88,1.0,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,90.5609,9.4391,98.6997,1.3003,304.14,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,90.5566,9.4434,98.8001,1.1999,200.13,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,90.5481,9.4519,98.6741,1.3259,304.53,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,90.5395,9.4605,98.7702,1.2298,350.2,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,90.5267,9.4733,98.7083,1.2917,480.31,0.936,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,90.5267,9.4733,98.7681,1.2319,304.14,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,90.5246,9.4754,98.704,1.296,660.29,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,90.5203,9.4797,98.7958,1.2042,101.66,1.0,bicubic -volo_d4_448.sail_in1k,448,90.5096,9.4904,98.5951,1.4049,193.41,1.15,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,90.5054,9.4946,98.5973,1.4027,475.77,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.5032,9.4968,98.6272,1.3728,632.46,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,90.4926,9.5074,98.6528,1.3472,304.57,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,90.4862,9.5138,98.7723,1.2277,99.88,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,90.4819,9.5181,98.7019,1.2981,304.57,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,90.4755,9.5245,98.6827,1.3173,660.29,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,90.4733,9.5267,98.6699,1.3301,56.2,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,90.4435,9.5565,98.7489,1.2511,87.92,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k,224,90.4413,9.5587,98.7659,1.2341,98.75,1.0,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.4413,9.5587,98.7467,1.2533,116.09,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.4392,9.5608,98.64,1.36,632.05,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,90.4349,9.5651,98.6891,1.3109,64.27,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.4285,9.5715,98.6442,1.3558,304.53,1.0,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,90.4072,9.5928,98.7382,1.2618,86.74,1.0,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,90.3943,9.6057,98.6464,1.3536,73.88,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,90.3751,9.6249,98.64,1.36,212.33,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,90.3751,9.6249,98.6656,1.3344,88.72,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,90.373,9.627,98.5823,1.4177,475.32,1.0,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,90.3687,9.6313,98.6805,1.3195,119.65,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,90.3623,9.6377,98.6656,1.3344,304.2,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,90.3623,9.6377,98.5823,1.4177,304.43,0.95,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,90.3581,9.6419,98.7702,1.2298,88.59,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,90.3538,9.6462,98.6464,1.3536,197.96,1.0,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,90.3538,9.6462,98.736,1.264,149.39,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,90.3495,9.6505,98.6485,1.3515,200.13,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,90.3452,9.6548,98.7745,1.2255,136.06,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,90.3431,9.6569,98.7958,1.2042,88.59,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,90.341,9.659,98.5951,1.4049,304.53,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.326,9.674,98.6699,1.3301,304.2,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,90.3175,9.6825,98.6699,1.3301,212.03,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,90.3153,9.6847,98.8065,1.1935,39.3,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,90.3111,9.6889,98.6421,1.3579,304.2,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,90.3068,9.6932,98.6656,1.3344,197.77,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,90.2791,9.7209,98.7638,1.2362,134.42,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,90.2513,9.7487,98.7019,1.2981,99.88,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,90.2513,9.7487,98.657,1.343,57.05,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,90.247,9.753,98.6293,1.3707,304.76,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,90.2406,9.7594,98.783,1.217,93.59,1.0,bicubic -dm_nfnet_f6.dm_in1k,576,90.2406,9.7594,98.6293,1.3707,438.36,0.956,bicubic -convnextv2_huge.fcmae_ft_in1k,288,90.2364,9.7636,98.5503,1.4497,660.29,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,90.2193,9.7807,98.6528,1.3472,304.72,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,90.215,9.785,98.6357,1.3643,632.13,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,90.2129,9.7871,98.7254,1.2746,118.52,1.0,bicubic -regnety_320.swag_ft_in1k,384,90.2107,9.7893,98.7723,1.2277,145.05,1.0,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,90.2107,9.7893,98.7937,1.2063,57.87,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,90.2065,9.7935,98.6506,1.3494,86.86,0.95,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,90.1915,9.8085,98.6976,1.3024,86.86,1.0,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,90.1915,9.8085,98.6101,1.3899,196.74,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,90.1872,9.8128,98.8129,1.1871,44.82,1.0,bicubic -cait_m48_448.fb_dist_in1k,448,90.1808,9.8192,98.4798,1.5202,356.46,1.0,bicubic -volo_d3_448.sail_in1k,448,90.1787,9.8213,98.5418,1.4582,86.63,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,90.1787,9.8213,98.5546,1.4454,632.05,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,90.1744,9.8256,98.5674,1.4326,86.86,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,90.1595,9.8405,98.6058,1.3942,66.35,0.949,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,90.1595,9.8405,98.7254,1.2746,304.43,0.9,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,90.1488,9.8512,98.7126,1.2874,101.66,1.0,bicubic -dm_nfnet_f6.dm_in1k,448,90.1232,9.8768,98.578,1.422,438.36,0.956,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,90.1125,9.8875,98.4371,1.5629,304.43,0.95,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,90.104,9.896,98.5546,1.4454,304.2,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,90.0954,9.9046,98.6293,1.3707,350.2,1.0,bicubic -caformer_b36.sail_in1k_384,384,90.0677,9.9323,98.5161,1.4839,98.75,1.0,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,90.0655,9.9345,98.6634,1.3366,196.74,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,90.0634,9.9366,98.6699,1.3301,88.72,1.0,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,90.0634,9.9366,98.7104,1.2896,87.9,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,90.0485,9.9515,98.6272,1.3728,40.01,1.0,bicubic -cait_m36_384.fb_dist_in1k,384,90.0485,9.9515,98.4841,1.5159,271.22,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,90.0335,9.9665,98.6976,1.3024,93.59,1.0,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,90.0314,9.9686,98.482,1.518,21.27,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,90.0164,9.9836,98.6613,1.3387,54.14,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,90.0079,9.9921,98.6613,1.3387,304.37,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,90.0079,9.9921,98.6891,1.3109,75.26,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,90.0058,9.9942,98.7126,1.2874,93.59,0.95,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,90.0015,9.9985,98.6314,1.3686,197.96,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,90.0015,9.9985,98.6015,1.3985,64.11,0.95,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,89.9994,10.0006,98.5482,1.4518,88.59,1.0,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,89.993,10.007,98.6314,1.3686,134.13,0.95,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,89.9844,10.0156,98.7126,1.2874,31.76,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,89.9823,10.0177,98.5439,1.4561,197.96,0.875,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,89.978,10.022,98.578,1.422,350.2,0.875,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,89.978,10.022,98.3667,1.6333,672.78,0.9,bicubic -maxvit_base_tf_512.in1k,512,89.9716,10.0284,98.4435,1.5565,119.88,1.0,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,89.9695,10.0305,98.6784,1.3216,86.86,1.0,bicubic -convnextv2_large.fcmae_ft_in1k,288,89.9609,10.0391,98.5482,1.4518,197.96,1.0,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.9503,10.0497,98.4265,1.5735,116.14,0.95,bicubic -caformer_m36.sail_in1k_384,384,89.9417,10.0583,98.4478,1.5522,56.2,1.0,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,89.9268,10.0732,98.6912,1.3088,50.22,1.0,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,89.9182,10.0818,98.5055,1.4945,196.74,0.9,bicubic -regnety_160.swag_ft_in1k,384,89.9182,10.0818,98.64,1.36,83.59,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,89.9076,10.0924,98.6549,1.3451,101.66,1.0,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,89.9011,10.0989,98.5716,1.4284,30.39,1.0,bicubic -hgnet_base.ssld_in1k,288,89.899,10.101,98.5353,1.4647,71.58,1.0,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,89.8969,10.1031,98.3774,1.6226,188.93,1.0,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,89.8926,10.1074,98.6592,1.3408,87.92,0.9,bicubic -convnext_large.fb_in22k_ft_in1k,288,89.8905,10.1095,98.6079,1.3921,197.77,1.0,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,89.8883,10.1117,98.6015,1.3985,86.88,1.0,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,89.8819,10.1181,98.4841,1.5159,60.6,1.0,bicubic -volo_d5_224.sail_in1k,224,89.8755,10.1245,98.4905,1.5095,295.46,0.96,bicubic -convnextv2_huge.fcmae_ft_in1k,224,89.8755,10.1245,98.4115,1.5885,660.29,0.875,bicubic -convnext_base.fb_in22k_ft_in1k,288,89.8734,10.1266,98.6976,1.3024,88.59,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,89.8584,10.1416,98.6272,1.3728,75.26,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k,224,89.8542,10.1458,98.5845,1.4155,56.2,1.0,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,89.8478,10.1522,98.4969,1.5031,21.23,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,89.8392,10.1608,98.546,1.454,88.72,0.875,bicubic -efficientvit_l2.r384_in1k,384,89.835,10.165,98.1852,1.8148,63.71,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,89.8307,10.1693,98.5119,1.4881,197.77,0.875,bicubic -cait_s36_384.fb_dist_in1k,384,89.8286,10.1714,98.4307,1.5693,68.37,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k,224,89.8264,10.1736,98.561,1.439,57.05,1.0,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,89.8243,10.1757,98.5311,1.4689,73.87,0.95,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,89.8093,10.1907,98.3667,1.6333,84.32,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,89.8051,10.1949,98.6549,1.3451,88.59,1.0,bicubic -maxvit_large_tf_512.in1k,512,89.8051,10.1949,98.3453,1.6547,212.33,1.0,bicubic -volo_d4_224.sail_in1k,224,89.7987,10.2013,98.4222,1.5778,192.96,0.96,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,89.7987,10.2013,98.5994,1.4006,75.26,0.965,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.7965,10.2035,98.5204,1.4796,64.11,0.95,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,89.7901,10.2099,98.5161,1.4839,329.09,1.0,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,89.7859,10.2141,98.6485,1.3515,196.53,0.9,bicubic -volo_d2_384.sail_in1k,384,89.7837,10.2163,98.4072,1.5928,58.87,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,89.7837,10.2163,98.2941,1.7059,208.12,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,89.7773,10.2227,98.4734,1.5266,73.88,0.95,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,89.7709,10.2291,98.5268,1.4732,43.04,0.942,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,89.7624,10.2376,98.578,1.422,26.34,1.0,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,89.7581,10.2419,98.593,1.407,86.53,0.9,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,89.7517,10.2483,98.4201,1.5799,47.63,1.0,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,89.7517,10.2483,98.5161,1.4839,86.58,0.9,bicubic -caformer_s36.sail_in22k_ft_in1k,224,89.7474,10.2526,98.6528,1.3472,39.3,1.0,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.741,10.259,98.4841,1.5159,116.09,0.95,bicubic -dm_nfnet_f4.dm_in1k,512,89.741,10.259,98.4051,1.5949,316.07,0.951,bicubic -regnety_160.lion_in12k_ft_in1k,288,89.7282,10.2718,98.6101,1.3899,83.59,1.0,bicubic -dm_nfnet_f5.dm_in1k,544,89.7282,10.2718,98.435,1.565,377.21,0.954,bicubic -convformer_m36.sail_in1k_384,384,89.7197,10.2803,98.4435,1.5565,57.05,1.0,bicubic -efficientvit_l3.r384_in1k,384,89.7197,10.2803,98.0144,1.9856,246.04,1.0,bicubic -volo_d1_384.sail_in1k,384,89.7111,10.2889,98.2898,1.7102,26.78,1.0,bicubic -caformer_s36.sail_in1k_384,384,89.6983,10.3017,98.3133,1.6867,39.3,1.0,bicubic -deit3_large_patch16_384.fb_in1k,384,89.6919,10.3081,98.4008,1.5992,304.76,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,89.6898,10.3102,98.5161,1.4839,86.86,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,89.6855,10.3145,98.5567,1.4433,75.26,0.965,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,89.677,10.323,98.4756,1.5244,88.59,1.0,bicubic -convformer_b36.sail_in1k_384,384,89.6748,10.3252,98.3838,1.6162,99.88,1.0,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,89.6748,10.3252,98.4072,1.5928,189.1,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,224,89.6748,10.3252,98.5418,1.4582,88.59,0.875,bicubic -nextvit_large.bd_ssld_6m_in1k,224,89.6684,10.3316,98.6336,1.3664,57.87,0.95,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,89.662,10.338,98.4884,1.5116,30.39,0.934,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,89.6492,10.3508,98.4905,1.5095,39.57,1.0,bicubic -regnety_2560.seer_ft_in1k,384,89.63,10.37,98.403,1.597,1282.6,1.0,bicubic -dm_nfnet_f3.dm_in1k,416,89.6279,10.3721,98.4606,1.5394,254.92,0.94,bicubic -convnext_small.in12k_ft_in1k_384,384,89.6215,10.3785,98.4499,1.5501,50.22,1.0,bicubic -maxvit_base_tf_384.in1k,384,89.6065,10.3935,98.3218,1.6782,119.65,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,288,89.598,10.402,98.5567,1.4433,83.59,1.0,bicubic -volo_d3_224.sail_in1k,224,89.5894,10.4106,98.3709,1.6291,86.33,0.96,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,89.5873,10.4127,98.5033,1.4967,118.52,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,89.5852,10.4148,98.5311,1.4689,26.77,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,89.583,10.417,98.4094,1.5906,86.57,0.95,bicubic -maxvit_large_tf_384.in1k,384,89.583,10.417,98.1852,1.8148,212.03,1.0,bicubic -tf_efficientnet_b8.ap_in1k,672,89.5809,10.4191,98.3026,1.6974,87.41,0.954,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,89.5788,10.4212,98.4862,1.5138,93.59,0.875,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,89.5766,10.4234,98.4201,1.5799,45.88,1.0,bicubic -efficientvit_l2.r288_in1k,288,89.5638,10.4362,98.0614,1.9386,63.71,1.0,bicubic -maxvit_tiny_tf_512.in1k,512,89.5617,10.4383,98.3346,1.6654,31.05,1.0,bicubic -tf_efficientnetv2_l.in1k,480,89.5531,10.4469,98.3389,1.6611,118.52,1.0,bicubic -efficientvit_l3.r320_in1k,320,89.5489,10.4511,97.8607,2.1393,246.04,1.0,bicubic -dm_nfnet_f4.dm_in1k,384,89.5489,10.4511,98.2706,1.7294,316.07,0.951,bicubic -convnextv2_large.fcmae_ft_in1k,224,89.5467,10.4533,98.2941,1.7059,197.96,0.875,bicubic -flexivit_large.1200ep_in1k,240,89.5403,10.4597,98.3944,1.6056,304.36,0.95,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,89.5382,10.4618,98.2258,1.7742,213.74,0.9,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,89.5211,10.4789,98.2962,1.7038,26.21,1.0,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,89.519,10.481,98.2215,1.7785,188.93,1.0,bicubic -cait_s24_384.fb_dist_in1k,384,89.5104,10.4896,98.3624,1.6376,47.06,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k,224,89.5062,10.4938,98.5909,1.4091,44.82,0.95,bicubic -flexivit_large.600ep_in1k,240,89.5062,10.4938,98.3859,1.6141,304.36,0.95,bicubic -convformer_s36.sail_in22k_ft_in1k,224,89.504,10.496,98.4649,1.5351,40.01,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,224,89.5019,10.4981,98.4243,1.5757,83.59,0.95,bicubic -hgnet_base.ssld_in1k,224,89.5019,10.4981,98.4243,1.5757,71.58,0.965,bicubic -efficientvit_l3.r256_in1k,256,89.4976,10.5024,97.9098,2.0902,246.04,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,89.4976,10.5024,98.5225,1.4775,39.57,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,89.4933,10.5067,98.4841,1.5159,28.64,1.0,bicubic -convnext_tiny.in12k_ft_in1k_384,384,89.4912,10.5088,98.5097,1.4903,28.59,1.0,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,89.4891,10.5109,98.3987,1.6013,86.66,1.0,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,89.4827,10.5173,98.3432,1.6568,186.27,1.0,bicubic -convformer_s36.sail_in1k_384,384,89.4763,10.5237,98.3667,1.6333,40.01,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,89.472,10.528,98.2984,1.7016,84.4,1.0,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,89.472,10.528,98.5567,1.4433,86.59,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,89.4656,10.5344,98.4777,1.5223,86.57,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,89.4571,10.5429,98.4713,1.5287,86.58,0.9,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,89.4571,10.5429,98.4136,1.5864,88.34,1.0,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,89.4571,10.5429,98.467,1.533,86.57,0.9,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,89.4528,10.5472,98.3838,1.6162,33.44,1.0,bicubic -dm_nfnet_f5.dm_in1k,416,89.4464,10.5536,98.3048,1.6952,377.21,0.954,bicubic -maxvit_small_tf_512.in1k,512,89.4421,10.5579,98.3603,1.6397,69.13,1.0,bicubic -inception_next_base.sail_in1k_384,384,89.44,10.56,98.3517,1.6483,86.67,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,288,89.4336,10.5664,98.5396,1.4604,51.82,1.0,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,89.4336,10.5664,98.4414,1.5586,87.63,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,89.4314,10.5686,98.3667,1.6333,88.72,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,89.4314,10.5686,98.4051,1.5949,86.57,0.95,bicubic -tf_efficientnet_b7.ap_in1k,600,89.4293,10.5707,98.3346,1.6654,66.35,0.949,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,89.4272,10.5728,98.5204,1.4796,86.53,0.9,bicubic -efficientvit_l3.r224_in1k,224,89.4165,10.5835,97.8863,2.1137,246.04,1.0,bicubic -caformer_b36.sail_in1k,224,89.4079,10.5921,98.2236,1.7764,98.75,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,288,89.4015,10.5985,98.3859,1.6141,77.47,1.0,bilinear -efficientvit_l2.r256_in1k,256,89.3994,10.6006,98.0528,1.9472,63.71,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,224,89.3909,10.6091,98.3944,1.6056,83.59,0.95,bicubic -regnetz_e8.ra3_in1k,320,89.3866,10.6134,98.4542,1.5458,57.7,1.0,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,89.3823,10.6177,98.3667,1.6333,19.34,0.922,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,89.3802,10.6198,98.3731,1.6269,86.66,1.0,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,89.3717,10.6283,98.3581,1.6419,22.13,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,89.3717,10.6283,98.388,1.612,22.21,1.0,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,89.3652,10.6348,98.4948,1.5052,39.03,0.95,bicubic -tf_efficientnetv2_m.in1k,480,89.3503,10.6497,98.3261,1.6739,54.14,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,89.346,10.654,98.3667,1.6333,32.59,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,288,89.3439,10.6561,98.3581,1.6419,50.22,1.0,bicubic -tf_efficientnet_b6.ap_in1k,528,89.3375,10.6625,98.2834,1.7166,43.04,0.942,bicubic -caformer_s18.sail_in1k_384,384,89.3375,10.6625,98.2898,1.7102,26.34,1.0,bicubic -volo_d2_224.sail_in1k,224,89.3289,10.6711,98.2065,1.7935,58.68,0.96,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,89.3289,10.6711,98.3282,1.6718,39.57,0.965,bicubic -tf_efficientnet_b8.ra_in1k,672,89.3289,10.6711,98.3048,1.6952,87.41,0.954,bicubic -nextvit_small.bd_ssld_6m_in1k,224,89.3225,10.6775,98.4243,1.5757,31.76,0.95,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,89.3183,10.6817,98.4051,1.5949,304.33,0.9,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,89.3119,10.6881,98.3517,1.6483,47.67,1.0,bicubic -flexivit_large.300ep_in1k,240,89.3097,10.6903,98.3218,1.6782,304.36,0.95,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.2991,10.7009,98.3133,1.6867,60.4,0.95,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,89.2969,10.7031,98.0955,1.9045,88.83,1.0,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,89.2969,10.7031,98.1959,1.8041,84.32,1.0,bicubic -nextvit_large.bd_in1k_384,384,89.2927,10.7073,98.3069,1.6931,57.87,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,89.2862,10.7138,98.1788,1.8212,94.45,1.0,bicubic -nextvit_base.bd_in1k_384,384,89.2841,10.7159,98.3069,1.6931,44.82,1.0,bicubic -dm_nfnet_f3.dm_in1k,320,89.2798,10.7202,98.2813,1.7187,254.92,0.94,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,89.2756,10.7244,98.2621,1.7379,32.59,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,89.2756,10.7244,98.1895,1.8105,86.48,1.0,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,89.2713,10.7287,98.2492,1.7508,86.53,0.9,bicubic -hgnet_small.ssld_in1k,288,89.2457,10.7543,98.3688,1.6312,24.36,1.0,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,89.2435,10.7565,98.2578,1.7422,26.25,1.0,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,89.2243,10.7757,98.2364,1.7636,47.63,1.0,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,89.2179,10.7821,98.3496,1.6504,88.3,1.0,bicubic -coat_lite_medium_384.in1k,384,89.2158,10.7842,98.2258,1.7742,44.57,1.0,bicubic -deit3_huge_patch14_224.fb_in1k,224,89.2115,10.7885,98.1724,1.8276,632.13,0.9,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,89.1966,10.8034,98.4222,1.5778,87.77,0.9,bicubic -dm_nfnet_f2.dm_in1k,352,89.1859,10.8141,98.2279,1.7721,193.78,0.92,bicubic -regnety_120.sw_in12k_ft_in1k,224,89.1752,10.8248,98.3496,1.6504,51.82,0.95,bicubic -cait_xs24_384.fb_dist_in1k,384,89.1688,10.8312,98.2855,1.7145,26.67,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,89.1603,10.8397,98.3923,1.6077,54.14,1.0,bicubic -eca_nfnet_l2.ra3_in1k,384,89.1581,10.8419,98.3197,1.6803,56.72,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,89.156,10.844,98.2813,1.7187,86.57,0.9,bicubic -convnext_small.fb_in22k_ft_in1k,224,89.1496,10.8504,98.3218,1.6782,50.22,0.875,bicubic -fastvit_ma36.apple_dist_in1k,256,89.1197,10.8803,98.1489,1.8511,44.07,0.95,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,89.1197,10.8803,98.1852,1.8148,468.53,0.875,bilinear -efficientnet_h_b5.sw_r448_e450_in1k,448,89.1197,10.8803,98.2322,1.7678,45.88,1.0,bicubic -convformer_s18.sail_in1k_384,384,89.1176,10.8824,98.1425,1.8575,26.77,1.0,bicubic -maxvit_small_tf_384.in1k,384,89.1176,10.8824,98.1596,1.8404,69.02,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,89.1026,10.8974,98.2962,1.7038,39.57,0.965,bicubic -maxvit_tiny_tf_384.in1k,384,89.1005,10.8995,98.2151,1.7849,30.98,1.0,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,89.0984,10.9016,98.2386,1.7614,21.2,0.95,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,89.0898,10.9102,98.1297,1.8703,304.4,0.9,bicubic -tf_efficientnet_b7.ra_in1k,600,89.0898,10.9102,98.1916,1.8084,66.35,0.949,bicubic -ecaresnet269d.ra2_in1k,352,89.0877,10.9123,98.2428,1.7572,102.09,1.0,bicubic -tf_efficientnetv2_l.in1k,384,89.0791,10.9209,98.2279,1.7721,118.52,1.0,bicubic -efficientvit_l2.r224_in1k,224,89.0727,10.9273,98.0315,1.9685,63.71,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.0663,10.9337,98.1703,1.8297,60.4,0.95,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.0621,10.9379,98.2557,1.7443,38.88,0.95,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,89.0599,10.9401,98.2919,1.7081,88.3,0.95,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,89.0535,10.9465,98.0635,1.9365,189.1,1.0,bicubic -regnety_1280.seer_ft_in1k,384,89.0471,10.9529,98.151,1.849,644.81,1.0,bicubic -convnext_small.in12k_ft_in1k,288,89.0258,10.9742,98.23,1.77,50.22,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,89.0236,10.9764,98.0806,1.9194,32.59,0.95,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,89.0236,10.9764,98.2151,1.7849,129.14,0.875,bicubic -dm_nfnet_f1.dm_in1k,320,89.0215,10.9785,98.2535,1.7465,132.63,0.91,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,89.0194,10.9806,98.0784,1.9216,26.21,1.0,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,89.0151,10.9849,98.055,1.945,37.76,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,89.013,10.987,98.1596,1.8404,304.2,0.9,bicubic -caformer_m36.sail_in1k,224,89.0001,10.9999,98.0379,1.9621,56.2,1.0,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,88.9916,11.0084,98.1788,1.8212,16.29,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,416,88.9916,11.0084,98.213,1.787,53.24,1.0,bicubic -convnext_large.fb_in1k,288,88.9895,11.0105,98.0443,1.9557,197.77,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k,224,88.9745,11.0255,98.3069,1.6931,26.34,1.0,bicubic -vit_large_patch16_rope_224.naver_in1k,224,88.9724,11.0276,98.0998,1.9002,304.17,0.9,bicubic -regnetz_040_h.ra3_in1k,320,88.9724,11.0276,98.1937,1.8063,28.94,1.0,bicubic -edgenext_base.in21k_ft_in1k,320,88.9703,11.0297,98.2685,1.7315,18.51,1.0,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,88.9681,11.0319,98.0592,1.9408,304.37,0.9,bicubic -mambaout_small_rw.sw_e450_in1k,288,88.9617,11.0383,98.0699,1.9301,48.5,1.0,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,88.9617,11.0383,98.3069,1.6931,19.8,1.0,bicubic -regnetz_d8_evos.ch_in1k,320,88.9574,11.0426,98.1788,1.8212,23.46,1.0,bicubic -regnetz_e8.ra3_in1k,256,88.9574,11.0426,98.2492,1.7508,57.7,0.94,bicubic -tf_efficientnet_b5.ap_in1k,456,88.9489,11.0511,98.1852,1.8148,30.39,0.934,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,88.9468,11.0532,98.2215,1.7785,33.44,1.0,bicubic -regnety_1280.swag_lc_in1k,224,88.9468,11.0532,98.2343,1.7657,644.81,0.965,bicubic -mvitv2_large.fb_in1k,224,88.9404,11.0596,97.961,2.039,217.99,0.9,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,88.9404,11.0596,97.914,2.086,69.9,0.9,bicubic -deit3_base_patch16_384.fb_in1k,384,88.9404,11.0596,98.0357,1.9643,86.88,1.0,bicubic -convnext_small.in12k_ft_in1k,224,88.9382,11.0618,98.2685,1.7315,50.22,0.95,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,88.9212,11.0788,98.2962,1.7038,38.85,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,88.9169,11.0831,98.1916,1.8084,32.59,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,88.9126,11.0874,98.2727,1.7273,21.46,1.0,bicubic -convnext_tiny.in12k_ft_in1k,288,88.9083,11.0917,98.3026,1.6974,28.59,1.0,bicubic -nextvit_small.bd_in1k_384,384,88.9062,11.0938,98.0486,1.9514,31.76,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,88.9019,11.0981,98.2834,1.7166,19.8,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,88.8977,11.1023,97.9781,2.0219,208.12,1.0,bicubic -volo_d1_224.sail_in1k,224,88.8977,11.1023,98.0229,1.9771,26.63,0.96,bicubic -tf_efficientnetv2_m.in1k,384,88.8955,11.1045,98.2215,1.7785,54.14,1.0,bicubic -ecaresnet269d.ra2_in1k,320,88.8934,11.1066,98.2151,1.7849,102.09,0.95,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,88.887,11.113,98.2194,1.7806,86.57,0.9,bicubic -convnextv2_base.fcmae_ft_in1k,224,88.8656,11.1344,98.0678,1.9322,88.72,0.875,bicubic -resnetrs420.tf_in1k,416,88.8614,11.1386,98.0187,1.9813,191.89,1.0,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,88.8592,11.1408,98.2898,1.7102,28.59,1.0,bicubic -convformer_b36.sail_in1k,224,88.8571,11.1429,97.882,2.118,99.88,1.0,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,88.8528,11.1472,97.8649,2.1351,41.72,0.95,bicubic -regnetz_d8.ra3_in1k,320,88.8464,11.1536,98.1873,1.8127,23.37,1.0,bicubic -resnetrs270.tf_in1k,352,88.84,11.16,98.134,1.866,129.86,1.0,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,88.8357,11.1643,98.0443,1.9557,194.03,0.875,bilinear -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,88.8315,11.1685,98.1126,1.8874,34.36,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,88.8208,11.1792,97.9567,2.0433,37.76,1.0,bicubic -mambaout_base.in1k,288,88.8208,11.1792,97.85,2.15,84.81,1.0,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,88.8165,11.1835,98.3411,1.6589,36.47,1.0,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,88.8165,11.1835,98.3346,1.6654,49.61,0.9,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,88.8123,11.1877,98.072,1.928,66.01,0.95,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,88.8037,11.1963,98.1831,1.8169,12.11,1.0,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,88.8016,11.1984,98.245,1.755,98.95,1.0,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,88.8016,11.1984,98.0357,1.9643,84.4,1.0,bicubic -seresnet152d.ra2_in1k,320,88.7995,11.2005,98.1681,1.8319,66.84,1.0,bicubic -tf_efficientnet_b7.aa_in1k,600,88.793,11.207,98.055,1.945,66.35,0.949,bicubic -hrnet_w48_ssld.paddle_in1k,224,88.793,11.207,98.1083,1.8917,77.47,0.95,bilinear -rexnetr_300.sw_in12k_ft_in1k,288,88.7888,11.2112,98.3411,1.6589,34.81,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,88.7866,11.2134,97.9076,2.0924,94.45,0.95,bicubic -fastvit_sa36.apple_dist_in1k,256,88.7845,11.2155,98.0934,1.9066,31.53,0.9,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,88.7824,11.2176,98.2001,1.7999,16.29,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,88.7781,11.2219,97.8607,2.1393,88.83,0.95,bicubic -convnext_base.fb_in1k,288,88.776,11.224,97.9226,2.0774,88.59,1.0,bicubic -tf_efficientnet_b6.aa_in1k,528,88.7696,11.2304,98.0678,1.9322,43.04,0.942,bicubic -convformer_m36.sail_in1k,224,88.7696,11.2304,97.7646,2.2354,57.05,1.0,bicubic -deit3_large_patch16_224.fb_in1k,224,88.7632,11.2368,97.9076,2.0924,304.37,0.9,bicubic -edgenext_base.usi_in1k,320,88.761,11.239,98.1468,1.8532,18.51,1.0,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,88.7589,11.2411,97.9888,2.0112,51.52,0.9,bicubic -eca_nfnet_l2.ra3_in1k,320,88.7568,11.2432,98.1703,1.8297,56.72,0.9,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,88.7568,11.2432,98.1425,1.8575,88.79,0.875,bilinear -resnetrs200.tf_in1k,320,88.7546,11.2454,98.1041,1.8959,93.21,1.0,bicubic -hgnet_small.ssld_in1k,224,88.7546,11.2454,98.1489,1.8511,24.36,0.965,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,88.7503,11.2497,98.2001,1.7999,28.64,1.0,bicubic -caformer_s36.sail_in1k,224,88.7482,11.2518,98.0144,1.9856,39.3,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k,224,88.7461,11.2539,98.2087,1.7913,26.77,1.0,bicubic -resnetrs350.tf_in1k,384,88.7461,11.2539,98.0336,1.9664,163.96,1.0,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,88.7439,11.2561,98.0251,1.9749,86.54,0.875,bilinear -efficientvit_l1.r224_in1k,224,88.7439,11.2561,97.7923,2.2077,52.65,1.0,bicubic -mambaout_small.in1k,288,88.7397,11.2603,97.9397,2.0603,48.49,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,88.7333,11.2667,97.9482,2.0518,86.48,0.95,bicubic -rdnet_large.nv_in1k,224,88.7333,11.2667,97.9696,2.0304,186.27,0.9,bicubic -regnetz_040.ra3_in1k,320,88.7269,11.2731,98.0891,1.9109,27.12,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,88.7119,11.2881,98.198,1.802,28.59,0.95,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,88.7098,11.2902,98.3048,1.6952,236.34,1.0,bilinear -efficientnetv2_rw_m.agc_in1k,320,88.7076,11.2924,98.0379,1.9621,53.24,1.0,bicubic -davit_base.msft_in1k,224,88.7034,11.2966,97.8735,2.1265,87.95,0.95,bicubic -regnety_160.deit_in1k,288,88.7012,11.2988,98.0678,1.9322,83.59,1.0,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,88.6948,11.3052,98.1425,1.8575,19.8,0.965,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,88.6756,11.3244,98.0229,1.9771,32.59,1.0,bicubic -flexivit_base.1200ep_in1k,240,88.6607,11.3393,97.961,2.039,86.59,0.95,bicubic -regnetz_d32.ra3_in1k,320,88.6521,11.3479,98.0848,1.9152,27.58,0.95,bicubic -regnety_640.seer_ft_in1k,384,88.6521,11.3479,98.1681,1.8319,281.38,1.0,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,88.65,11.35,98.2364,1.7636,22.2,1.0,bicubic -davit_small.msft_in1k,224,88.6393,11.3607,97.9525,2.0475,49.75,0.95,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,88.6372,11.3628,98.1852,1.8148,38.86,0.95,bicubic -eca_nfnet_l1.ra2_in1k,320,88.6329,11.3671,98.1361,1.8639,41.41,1.0,bicubic -mvitv2_base.fb_in1k,224,88.6265,11.3735,97.8158,2.1842,51.47,0.9,bicubic -regnety_080.ra3_in1k,288,88.6265,11.3735,97.9717,2.0283,39.18,1.0,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,88.6094,11.3906,97.9333,2.0667,37.76,0.95,bicubic -swinv2_base_window16_256.ms_in1k,256,88.6094,11.3906,97.9012,2.0988,87.92,0.9,bicubic -repvgg_d2se.rvgg_in1k,320,88.6073,11.3927,98.0101,1.9899,133.33,1.0,bilinear -rdnet_base.nv_in1k,224,88.6052,11.3948,97.8884,2.1116,87.45,0.9,bicubic -maxvit_base_tf_224.in1k,224,88.5988,11.4012,97.8585,2.1415,119.47,0.95,bicubic -convnext_large.fb_in1k,224,88.5945,11.4055,97.8415,2.1585,197.77,0.875,bicubic -flexivit_base.600ep_in1k,240,88.5817,11.4183,97.9183,2.0817,86.59,0.95,bicubic -regnety_320.seer_ft_in1k,384,88.5795,11.4205,98.1105,1.8895,145.05,1.0,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,88.5667,11.4333,98.1916,1.8084,936.53,1.0,bilinear -efficientvit_b3.r288_in1k,288,88.5667,11.4333,97.7155,2.2845,48.65,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,288,88.5561,11.4439,97.9888,2.0112,93.59,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,88.5539,11.4461,98.0742,1.9258,44.57,1.0,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,88.539,11.461,98.0016,1.9984,47.67,1.0,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,88.5368,11.4632,97.7795,2.2205,64.9,0.9,bicubic -swinv2_base_window8_256.ms_in1k,256,88.5368,11.4632,97.897,2.103,87.92,0.9,bicubic -resnest269e.in1k,416,88.5326,11.4674,98.0208,1.9792,110.93,0.928,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,88.5198,11.4802,97.581,2.419,73.88,0.95,bicubic -resnet200d.ra2_in1k,320,88.5155,11.4845,97.9653,2.0347,64.69,1.0,bicubic -regnetz_d8.ra3_in1k,256,88.5155,11.4845,97.9696,2.0304,23.37,0.94,bicubic -fastvit_sa24.apple_dist_in1k,256,88.5091,11.4909,97.9439,2.0561,21.55,0.9,bicubic -repvit_m2_3.dist_300e_in1k,224,88.5069,11.4931,97.9269,2.0731,23.69,0.95,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,88.5048,11.4952,98.0763,1.9237,34.81,0.95,bicubic -edgenext_base.in21k_ft_in1k,256,88.5027,11.4973,98.0144,1.9856,18.51,0.95,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,88.5005,11.4995,98.0507,1.9493,34.36,0.95,bicubic -convformer_s36.sail_in1k,224,88.4984,11.5016,97.771,2.229,40.01,1.0,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,88.4941,11.5059,97.9503,2.0497,32.59,1.0,bicubic -fasternet_l.in1k,224,88.492,11.508,97.9631,2.0369,93.47,1.0,bicubic -seresnext101_32x8d.ah_in1k,288,88.492,11.508,97.8756,2.1244,93.57,1.0,bicubic -efficientnetv2_rw_s.ra2_in1k,384,88.4899,11.5101,97.9738,2.0262,23.94,1.0,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,88.4877,11.5123,97.7646,2.2354,37.76,0.95,bicubic -crossvit_18_dagger_408.in1k,408,88.4877,11.5123,97.8863,2.1137,44.61,1.0,bicubic -flexivit_base.300ep_in1k,240,88.4856,11.5144,97.8393,2.1607,86.59,0.95,bicubic -dm_nfnet_f2.dm_in1k,256,88.4856,11.5144,97.9589,2.0411,193.78,0.92,bicubic -mambaout_tiny.in1k,288,88.4856,11.5144,97.7838,2.2162,26.55,1.0,bicubic -repvit_m2_3.dist_450e_in1k,224,88.4856,11.5144,98.0528,1.9472,23.69,0.95,bicubic -gcvit_base.in1k,224,88.4835,11.5165,97.7753,2.2247,90.32,0.875,bicubic -efficientformerv2_l.snap_dist_in1k,224,88.4813,11.5187,97.9333,2.0667,26.32,0.95,bicubic -nextvit_base.bd_in1k,224,88.4771,11.5229,97.9183,2.0817,44.82,0.95,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,88.4749,11.5251,97.9311,2.0689,86.44,0.9,bicubic -maxvit_large_tf_224.in1k,224,88.4749,11.5251,97.8308,2.1692,211.79,0.95,bicubic -hgnet_tiny.ssld_in1k,288,88.4707,11.5293,98.0955,1.9045,14.74,1.0,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,88.4685,11.5315,98.0272,1.9728,12.23,0.904,bicubic -regnetv_064.ra3_in1k,288,88.4664,11.5336,98.0614,1.9386,30.58,1.0,bicubic -maxvit_small_tf_224.in1k,224,88.4642,11.5358,97.8756,2.1244,68.93,0.95,bicubic -mambaout_small_rw.sw_e450_in1k,224,88.4621,11.5379,97.8564,2.1436,48.5,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,88.4557,11.5443,98.0699,1.9301,11.07,1.0,bicubic -regnety_320.swag_lc_in1k,224,88.4493,11.5507,98.1062,1.8938,145.05,0.965,bicubic -cait_s24_224.fb_dist_in1k,224,88.4472,11.5528,97.9503,2.0497,46.92,1.0,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,88.445,11.555,98.1553,1.8447,387.93,1.0,bilinear -resmlp_big_24_224.fb_distilled_in1k,224,88.4408,11.5592,97.9375,2.0625,129.14,0.875,bicubic -inception_next_base.sail_in1k,224,88.4386,11.5614,97.7795,2.2205,86.67,0.95,bicubic -resnest200e.in1k,320,88.4344,11.5656,98.04,1.96,70.2,0.909,bicubic -resnetrs350.tf_in1k,288,88.4344,11.5656,97.8884,2.1116,163.96,1.0,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,88.4344,11.5656,98.1275,1.8725,22.52,0.95,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,88.4301,11.5699,97.8756,2.1244,86.59,0.9,bicubic -swin_base_patch4_window12_384.ms_in1k,384,88.428,11.572,97.8137,2.1863,87.9,1.0,bicubic -seresnext101d_32x8d.ah_in1k,288,88.4258,11.5742,97.9439,2.0561,93.59,1.0,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,88.4237,11.5763,98.072,1.928,328.99,0.9,bicubic -regnetz_c16_evos.ch_in1k,320,88.413,11.587,98.04,1.96,13.49,0.95,bicubic -tf_efficientnetv2_s.in1k,384,88.413,11.587,97.9269,2.0731,21.46,1.0,bicubic -convnext_small.fb_in1k,288,88.413,11.587,98.0101,1.9899,50.22,1.0,bicubic -nextvit_large.bd_in1k,224,88.4045,11.5955,97.9653,2.0347,57.87,0.95,bicubic -tf_efficientnet_b5.aa_in1k,456,88.4023,11.5977,97.9333,2.0667,30.39,0.934,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,88.4002,11.5998,98.1852,1.8148,217.32,1.0,bilinear -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,88.3981,11.6019,98.0656,1.9344,11.07,1.0,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,88.3981,11.6019,98.1468,1.8532,86.86,1.0,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,88.3874,11.6126,97.9076,2.0924,46.17,0.875,bilinear -edgenext_base.usi_in1k,256,88.3853,11.6147,98.0635,1.9365,18.51,0.95,bicubic -efficientnet_b4.ra2_in1k,384,88.381,11.619,97.9439,2.0561,19.34,1.0,bicubic -convnext_base.fb_in1k,224,88.3767,11.6233,97.7774,2.2226,88.59,0.875,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,88.3682,11.6318,98.0827,1.9173,19.8,0.965,bicubic -swinv2_small_window16_256.ms_in1k,256,88.3682,11.6318,97.8479,2.1521,49.73,0.9,bicubic -vit_base_patch16_rope_224.naver_in1k,224,88.366,11.634,97.7859,2.2141,86.43,0.9,bicubic -seresnet152d.ra2_in1k,256,88.3639,11.6361,98.0614,1.9386,66.84,0.95,bicubic -resnet152d.ra2_in1k,320,88.3596,11.6404,97.9461,2.0539,60.21,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,88.3575,11.6425,97.9482,2.0518,28.64,0.875,bicubic -fastvit_ma36.apple_in1k,256,88.3554,11.6446,97.9269,2.0731,44.07,0.95,bicubic -tf_efficientnet_b4.ap_in1k,380,88.3532,11.6468,97.897,2.103,19.34,0.922,bicubic -resnetrs420.tf_in1k,320,88.349,11.651,97.8585,2.1415,191.89,1.0,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,88.3468,11.6532,97.8244,2.1756,29.15,0.95,bicubic -crossvit_15_dagger_408.in1k,408,88.3425,11.6575,97.8692,2.1308,28.5,1.0,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,88.3425,11.6575,98.1404,1.8596,22.06,1.0,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,88.3383,11.6617,97.7731,2.2269,63.95,0.95,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,88.3212,11.6788,97.9397,2.0603,15.62,1.0,bicubic -efficientvit_b3.r256_in1k,256,88.3212,11.6788,97.5703,2.4297,48.65,1.0,bicubic -regnety_064.ra3_in1k,288,88.3169,11.6831,97.8649,2.1351,30.58,1.0,bicubic -deit3_small_patch16_384.fb_in1k,384,88.3084,11.6916,97.8842,2.1158,22.21,1.0,bicubic -resnetrs200.tf_in1k,256,88.3041,11.6959,97.929,2.071,93.21,1.0,bicubic -tf_efficientnet_b5.ra_in1k,456,88.3041,11.6959,97.914,2.086,30.39,0.934,bicubic -cs3se_edgenet_x.c2ns_in1k,320,88.302,11.698,97.929,2.071,50.72,1.0,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,88.2998,11.7002,97.8201,2.1799,86.59,0.9,bicubic -pvt_v2_b4.in1k,224,88.2913,11.7087,97.8137,2.1863,62.56,0.9,bicubic -mvitv2_small.fb_in1k,224,88.2892,11.7108,97.7069,2.2931,34.87,0.9,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,88.2828,11.7172,97.8543,2.1457,26.25,1.0,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,320,88.2828,11.7172,97.9119,2.0881,38.61,1.0,bicubic -efficientformer_l7.snap_dist_in1k,224,88.2785,11.7215,97.8863,2.1137,82.23,0.95,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,88.2764,11.7236,97.9226,2.0774,16.29,0.965,bicubic -regnetz_040_h.ra3_in1k,256,88.2742,11.7258,97.9098,2.0902,28.94,1.0,bicubic -regnetz_d8_evos.ch_in1k,256,88.2742,11.7258,97.9589,2.0411,23.46,0.95,bicubic -mambaout_base.in1k,224,88.27,11.73,97.6642,2.3358,84.81,1.0,bicubic -resnetrs270.tf_in1k,256,88.2678,11.7322,97.8607,2.1393,129.86,1.0,bicubic -inception_next_small.sail_in1k,224,88.2678,11.7322,97.7987,2.2013,49.37,0.875,bicubic -mambaout_small.in1k,224,88.2657,11.7343,97.7304,2.2696,48.49,1.0,bicubic -rdnet_small.nv_in1k,224,88.2636,11.7364,97.9055,2.0945,50.44,0.9,bicubic -regnetz_040.ra3_in1k,256,88.2636,11.7364,97.8777,2.1223,27.12,1.0,bicubic -deit3_base_patch16_224.fb_in1k,224,88.2614,11.7386,97.8052,2.1948,86.59,0.9,bicubic -gcvit_small.in1k,224,88.255,11.745,97.8073,2.1927,51.09,0.875,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,88.255,11.745,97.6642,2.3358,60.23,0.95,bicubic -resnetrs152.tf_in1k,320,88.255,11.745,97.7326,2.2674,86.62,1.0,bicubic -regnetz_d32.ra3_in1k,256,88.2529,11.7471,97.8799,2.1201,27.58,0.95,bicubic -convnext_nano.r384_in12k_ft_in1k,384,88.2379,11.7621,97.9888,2.0112,15.59,1.0,bicubic -regnetv_040.ra3_in1k,288,88.2273,11.7727,97.9696,2.0304,20.64,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,88.2166,11.7834,97.9333,2.0667,44.57,0.95,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,88.2123,11.7877,97.9119,2.0881,87.34,0.9,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,88.1952,11.8048,97.9397,2.0603,12.12,1.0,bicubic -swinv2_small_window8_256.ms_in1k,256,88.1888,11.8112,97.7774,2.2226,49.73,0.9,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,88.1867,11.8133,97.8713,2.1287,38.74,0.95,bicubic -xception65p.ra3_in1k,299,88.1867,11.8133,97.7945,2.2055,39.82,0.94,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,88.1824,11.8176,97.6536,2.3464,35.01,0.9,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,88.176,11.824,97.9717,2.0283,9.72,0.95,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,88.1696,11.8304,97.8649,2.1351,88.79,0.875,bilinear -regnety_160.deit_in1k,224,88.1675,11.8325,97.818,2.182,83.59,0.95,bicubic -caformer_s18.sail_in1k,224,88.1675,11.8325,97.7411,2.2589,26.34,1.0,bicubic -xcit_large_24_p8_224.fb_in1k,224,88.1632,11.8368,97.3867,2.6133,188.93,1.0,bicubic -tiny_vit_21m_224.in1k,224,88.1632,11.8368,97.8415,2.1585,21.2,0.95,bicubic -cait_xxs36_384.fb_dist_in1k,384,88.1611,11.8389,97.8991,2.1009,17.37,1.0,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,88.1568,11.8432,97.8799,2.1201,38.88,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,88.1525,11.8475,97.9354,2.0646,21.46,1.0,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,88.1525,11.8475,97.7262,2.2738,32.59,0.95,bicubic -coat_lite_medium.in1k,224,88.1504,11.8496,97.8842,2.1158,44.57,0.9,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,88.1483,11.8517,97.9845,2.0155,11.22,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,88.144,11.856,98.0464,1.9536,236.34,1.0,bicubic -pvt_v2_b3.in1k,224,88.1354,11.8646,97.771,2.229,45.24,0.9,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,88.1312,11.8688,97.9717,2.0283,16.29,0.965,bicubic -swiftformer_l3.dist_in1k,224,88.129,11.871,97.8116,2.1884,28.49,0.95,bicubic -dm_nfnet_f0.dm_in1k,256,88.1226,11.8774,97.9034,2.0966,71.49,0.9,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,88.1184,11.8816,97.8009,2.1991,11.0,0.95,bicubic -pvt_v2_b5.in1k,224,88.1141,11.8859,97.6963,2.3037,81.96,0.9,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,88.112,11.888,97.6771,2.3229,60.4,0.95,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,88.1077,11.8923,97.9631,2.0369,44.18,0.875,bilinear -pit_b_distilled_224.in1k,224,88.1056,11.8944,97.645,2.355,74.79,0.9,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,88.1034,11.8966,97.9247,2.0753,6.71,1.0,bicubic -fastvit_sa36.apple_in1k,256,88.1013,11.8987,97.7945,2.2055,31.53,0.9,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,88.1013,11.8987,98.0208,1.9792,16.52,1.0,bicubic -fasternet_m.in1k,224,88.0885,11.9115,97.8842,2.1158,53.52,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,288,88.0778,11.9222,97.8286,2.1714,21.3,1.0,bilinear -dm_nfnet_f1.dm_in1k,224,88.0671,11.9329,97.8436,2.1564,132.63,0.91,bicubic -xception65.ra3_in1k,299,88.065,11.935,97.7518,2.2482,39.92,0.94,bicubic -regnety_160.swag_lc_in1k,224,88.0629,11.9371,98.0379,1.9621,83.59,0.965,bicubic -seresnextaa101d_32x8d.ah_in1k,224,88.0586,11.9414,97.724,2.276,93.59,0.95,bicubic -resnet152.a1h_in1k,288,88.0565,11.9435,97.7091,2.2909,60.19,1.0,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,88.0565,11.9435,97.7069,2.2931,32.59,0.95,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,88.0543,11.9457,97.85,2.15,12.11,1.0,bicubic -efficientvit_b3.r224_in1k,224,88.0543,11.9457,97.5746,2.4254,48.65,0.95,bicubic -convnext_small.fb_in1k,224,88.0522,11.9478,97.7838,2.2162,50.22,0.875,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,88.0522,11.9478,97.8543,2.1457,28.64,1.0,bicubic -swin_s3_base_224.ms_in1k,224,88.0522,11.9478,97.6493,2.3507,71.13,0.9,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,88.0394,11.9606,97.7945,2.2055,11.07,0.95,bicubic -focalnet_base_srf.ms_in1k,224,88.033,11.967,97.6386,2.3614,88.15,0.9,bicubic -regnety_080.ra3_in1k,224,88.0308,11.9692,97.7069,2.2931,39.18,0.95,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,88.0266,11.9734,97.6194,2.3806,86.43,0.95,bicubic -maxvit_tiny_tf_224.in1k,224,88.0244,11.9756,97.8244,2.1756,30.92,0.95,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,88.0223,11.9777,97.7304,2.2696,38.88,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,88.018,11.982,97.9204,2.0796,28.59,0.875,bicubic -eca_nfnet_l1.ra2_in1k,256,88.0159,11.9841,97.9183,2.0817,41.41,0.9,bicubic -focalnet_base_lrf.ms_in1k,224,88.0116,11.9884,97.6215,2.3785,88.75,0.9,bicubic -gcvit_tiny.in1k,224,88.0031,11.9969,97.7283,2.2717,28.22,0.875,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,88.0009,11.9991,97.6749,2.3251,32.59,1.0,bicubic -cs3sedarknet_x.c2ns_in1k,288,87.9924,12.0076,97.7923,2.2077,35.4,1.0,bicubic -resnet152d.ra2_in1k,256,87.986,12.014,97.7283,2.2717,60.21,0.95,bicubic -xcit_small_24_p8_224.fb_in1k,224,87.9839,12.0161,97.5703,2.4297,47.63,1.0,bicubic -tf_efficientnet_b5.in1k,456,87.9775,12.0225,97.9311,2.0689,30.39,0.934,bicubic -efficientformer_l3.snap_dist_in1k,224,87.9753,12.0247,97.7133,2.2867,31.41,0.95,bicubic -regnetz_c16.ra3_in1k,320,87.9753,12.0247,97.7795,2.2205,13.46,1.0,bicubic -nfnet_l0.ra2_in1k,288,87.9732,12.0268,97.8607,2.1393,35.07,1.0,bicubic -tf_efficientnet_b4.aa_in1k,380,87.9689,12.0311,97.7368,2.2632,19.34,0.922,bicubic -eca_nfnet_l0.ra2_in1k,288,87.9668,12.0332,97.8756,2.1244,24.14,1.0,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,87.9604,12.0396,97.8009,2.1991,18.45,1.0,bicubic -resnet200d.ra2_in1k,256,87.9604,12.0396,97.8201,2.1799,64.69,0.95,bicubic -coatnet_1_rw_224.sw_in1k,224,87.9497,12.0503,97.4614,2.5386,41.72,0.95,bicubic -regnety_032.ra_in1k,288,87.9476,12.0524,97.8884,2.1116,19.44,1.0,bicubic -resnet101d.ra2_in1k,320,87.9433,12.0567,97.9034,2.0966,44.57,1.0,bicubic -focalnet_small_lrf.ms_in1k,224,87.9433,12.0567,97.6984,2.3016,50.34,0.9,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,87.9305,12.0695,97.6642,2.3358,49.7,0.9,bicubic -twins_svt_large.in1k,224,87.9283,12.0717,97.5724,2.4276,99.27,0.9,bicubic -hgnet_tiny.ssld_in1k,224,87.9219,12.0781,97.8649,2.1351,14.74,0.965,bicubic -repvit_m1_5.dist_450e_in1k,224,87.9155,12.0845,97.7069,2.2931,14.64,0.95,bicubic -regnetv_064.ra3_in1k,224,87.9113,12.0887,97.7539,2.2461,30.58,0.95,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,87.9113,12.0887,97.5938,2.4062,60.4,0.95,bicubic -resnetv2_101.a1h_in1k,288,87.9113,12.0887,97.66,2.34,44.54,1.0,bicubic -flexivit_small.1200ep_in1k,240,87.9091,12.0909,97.613,2.387,22.06,0.95,bicubic -sequencer2d_l.in1k,224,87.907,12.093,97.7112,2.2888,54.3,0.875,bicubic -efficientvit_b2.r288_in1k,288,87.907,12.093,97.5916,2.4084,24.33,1.0,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,87.9027,12.0973,98.0208,1.9792,88.3,1.0,bicubic -twins_pcpvt_large.in1k,224,87.8963,12.1037,97.8649,2.1351,60.99,0.9,bicubic -regnety_040.ra3_in1k,288,87.8963,12.1037,97.8799,2.1201,20.65,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,87.8921,12.1079,97.8927,2.1073,11.22,1.0,bicubic -tf_efficientnetv2_s.in1k,300,87.8899,12.1101,97.7454,2.2546,21.46,1.0,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,87.875,12.125,97.6301,2.3699,41.69,0.95,bicubic -maxvit_tiny_rw_224.sw_in1k,224,87.8707,12.1293,97.6493,2.3507,29.06,0.95,bicubic -swin_base_patch4_window7_224.ms_in1k,224,87.8686,12.1314,97.5575,2.4425,87.77,0.9,bicubic -ecaresnet101d.miil_in1k,288,87.8664,12.1336,97.8991,2.1009,44.57,0.95,bicubic -convnext_nano.in12k_ft_in1k,288,87.8643,12.1357,97.8948,2.1052,15.59,1.0,bicubic -deit_base_patch16_384.fb_in1k,384,87.8622,12.1378,97.5105,2.4895,86.86,1.0,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,87.8579,12.1421,97.7219,2.2781,14.25,1.0,bicubic -swin_s3_small_224.ms_in1k,224,87.8536,12.1464,97.4422,2.5578,49.74,0.9,bicubic -efficientnetv2_rw_s.ra2_in1k,288,87.8515,12.1485,97.7411,2.2589,23.94,1.0,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,87.8493,12.1507,97.7112,2.2888,22.52,0.95,bicubic -convformer_s18.sail_in1k,224,87.8408,12.1592,97.5447,2.4553,26.77,1.0,bicubic -focalnet_small_srf.ms_in1k,224,87.8323,12.1677,97.5511,2.4489,49.89,0.9,bicubic -xcit_small_12_p8_224.fb_in1k,224,87.8301,12.1699,97.5618,2.4382,26.21,1.0,bicubic -deit3_medium_patch16_224.fb_in1k,224,87.8216,12.1784,97.6429,2.3571,38.85,0.9,bicubic -seresnext101_32x8d.ah_in1k,224,87.8216,12.1784,97.5447,2.4553,93.57,0.95,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,87.8152,12.1848,97.7518,2.2482,16.78,0.95,bicubic -flexivit_small.600ep_in1k,240,87.8152,12.1848,97.566,2.434,22.06,0.95,bicubic -tresnet_xl.miil_in1k_448,448,87.8066,12.1934,97.4657,2.5343,78.44,0.875,bilinear -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,87.8066,12.1934,97.7646,2.2354,88.22,0.9,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,87.7981,12.2019,97.9034,2.0966,25.55,0.875,bicubic -nextvit_small.bd_in1k,224,87.7938,12.2062,97.6771,2.3229,31.76,0.95,bicubic -regnetz_c16_evos.ch_in1k,256,87.7938,12.2062,97.8222,2.1778,13.49,0.95,bicubic -repvit_m1_5.dist_300e_in1k,224,87.7853,12.2147,97.645,2.355,14.64,0.95,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,87.7853,12.2147,97.8927,2.1073,14.36,0.9,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,87.7661,12.2339,97.3354,2.6646,86.63,1.0,bicubic -convnext_tiny.fb_in1k,288,87.7618,12.2382,97.5874,2.4126,28.59,1.0,bicubic -efficientnet_b4.ra2_in1k,320,87.7554,12.2446,97.6301,2.3699,19.34,0.875,bicubic -regnety_064.ra3_in1k,224,87.7511,12.2489,97.6429,2.3571,30.58,0.95,bicubic -regnety_320.tv2_in1k,224,87.7426,12.2574,97.6749,2.3251,145.05,0.965,bicubic -rdnet_tiny.nv_in1k,224,87.7426,12.2574,97.7048,2.2952,23.86,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,87.7383,12.2617,97.8906,2.1094,15.62,1.0,bicubic -tresnet_m.miil_in21k_ft_in1k,224,87.7362,12.2638,97.5255,2.4745,31.39,0.875,bilinear -hgnet_small.paddle_in1k,288,87.7277,12.2723,97.6557,2.3443,24.36,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,87.7255,12.2745,97.6856,2.3144,11.07,1.0,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,87.7234,12.2766,97.8094,2.1906,13.68,1.0,bicubic -twins_pcpvt_base.in1k,224,87.7234,12.2766,97.7219,2.2781,43.83,0.9,bicubic -mvitv2_tiny.fb_in1k,224,87.7234,12.2766,97.5618,2.4382,24.17,0.9,bicubic -resnext101_64x4d.tv_in1k,224,87.717,12.283,97.5852,2.4148,83.46,0.875,bilinear -maxvit_rmlp_nano_rw_256.sw_in1k,256,87.7148,12.2852,97.5703,2.4297,15.5,0.95,bicubic -seresnext101d_32x8d.ah_in1k,224,87.7127,12.2873,97.7069,2.2931,93.59,0.95,bicubic -resnetrs152.tf_in1k,256,87.7063,12.2937,97.5276,2.4724,86.62,1.0,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,87.6914,12.3086,97.6792,2.3208,10.59,1.0,bicubic -mambaout_tiny.in1k,224,87.6892,12.3108,97.4913,2.5087,26.55,1.0,bicubic -swin_small_patch4_window7_224.ms_in1k,224,87.6849,12.3151,97.5682,2.4318,49.61,0.9,bicubic -rexnet_300.nav_in1k,224,87.6828,12.3172,97.6087,2.3913,34.71,0.875,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,87.6785,12.3215,97.9461,2.0539,44.54,1.0,bilinear -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,87.6615,12.3385,97.7923,2.2077,11.07,0.95,bicubic -coat_small.in1k,224,87.6615,12.3385,97.5383,2.4617,21.69,0.9,bicubic -pnasnet5large.tf_in1k,331,87.6615,12.3385,97.4892,2.5108,86.06,0.911,bicubic -efficientnetv2_rw_t.ra2_in1k,288,87.6572,12.3428,97.6792,2.3208,13.65,1.0,bicubic -cs3edgenet_x.c2_in1k,288,87.6551,12.3449,97.6472,2.3528,47.82,1.0,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,87.6529,12.3471,97.8052,2.1948,25.58,1.0,bicubic -fastvit_sa24.apple_in1k,256,87.6487,12.3513,97.7027,2.2973,21.55,0.9,bicubic -efficientvit_b2.r256_in1k,256,87.6444,12.3556,97.4593,2.5407,24.33,1.0,bicubic -maxvit_nano_rw_256.sw_in1k,256,87.6422,12.3578,97.5212,2.4788,15.45,0.95,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,87.6422,12.3578,97.534,2.466,23.7,0.95,bicubic -resnet101.a1h_in1k,288,87.6358,12.3642,97.5596,2.4404,44.55,1.0,bicubic -xcit_medium_24_p8_224.fb_in1k,224,87.6358,12.3642,97.2009,2.7991,84.32,1.0,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,87.6358,12.3642,97.4465,2.5535,86.46,1.0,bicubic -twins_svt_base.in1k,224,87.6316,12.3684,97.5255,2.4745,56.07,0.9,bicubic -swinv2_tiny_window16_256.ms_in1k,256,87.6252,12.3748,97.5489,2.4511,28.35,0.9,bicubic -tf_efficientnet_b4.in1k,380,87.6124,12.3876,97.5916,2.4084,19.34,0.922,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,87.6124,12.3876,97.8265,2.1735,194.03,0.875,bilinear -flexivit_small.300ep_in1k,240,87.6102,12.3898,97.613,2.387,22.06,0.95,bicubic -convnext_nano.in12k_ft_in1k,224,87.6038,12.3962,97.7966,2.2034,15.59,0.95,bicubic -cs3se_edgenet_x.c2ns_in1k,256,87.5995,12.4005,97.645,2.355,50.72,0.95,bicubic -nest_base_jx.goog_in1k,224,87.5995,12.4005,97.5148,2.4852,67.72,0.875,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,87.5995,12.4005,97.6002,2.3998,28.64,0.875,bicubic -convnextv2_nano.fcmae_ft_in1k,288,87.591,12.409,97.6941,2.3059,15.62,1.0,bicubic -regnetv_040.ra3_in1k,224,87.5889,12.4111,97.6706,2.3294,20.64,0.95,bicubic -tnt_b_patch16_224.in1k,224,87.5846,12.4154,97.4806,2.5194,65.43,0.9,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,87.5739,12.4261,97.6429,2.3571,25.03,0.875,bilinear -regnetz_c16.ra3_in1k,256,87.5739,12.4261,97.6215,2.3785,13.46,0.94,bicubic -sequencer2d_m.in1k,224,87.5718,12.4282,97.5831,2.4169,38.31,0.875,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,87.5697,12.4303,97.6514,2.3486,9.11,0.89,bicubic -naflexvit_base_patch16_gap.e300_s576_in1k,384,87.5697,12.4303,97.3717,2.6283,86.63,1.0,bicubic -levit_384.fb_dist_in1k,224,87.5654,12.4346,97.5489,2.4511,39.13,0.9,bicubic -levit_conv_384.fb_dist_in1k,224,87.5654,12.4346,97.5489,2.4511,39.13,0.9,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,87.5654,12.4346,97.5767,2.4233,88.22,0.9,bicubic -davit_tiny.msft_in1k,224,87.5611,12.4389,97.5788,2.4212,28.36,0.95,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,87.5547,12.4453,97.5191,2.4809,38.61,0.95,bicubic -ecaresnet50t.ra2_in1k,320,87.5504,12.4496,97.6664,2.3336,25.57,0.95,bicubic -regnetx_320.tv2_in1k,224,87.5462,12.4538,97.5682,2.4318,107.81,0.965,bicubic -inception_next_tiny.sail_in1k,224,87.527,12.473,97.5276,2.4724,28.06,0.875,bicubic -nest_small_jx.goog_in1k,224,87.5099,12.4901,97.5191,2.4809,38.35,0.875,bicubic -pvt_v2_b2_li.in1k,224,87.5099,12.4901,97.4742,2.5258,22.55,0.9,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,87.5077,12.4923,97.4892,2.5108,86.54,0.9,bicubic -efficientformerv2_s2.snap_dist_in1k,224,87.5077,12.4923,97.6151,2.3849,12.71,0.95,bicubic -edgenext_small.usi_in1k,320,87.5056,12.4944,97.5874,2.4126,5.59,1.0,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,87.4907,12.5093,97.8009,2.1991,236.34,0.875,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,87.4843,12.5157,97.5532,2.4468,27.44,0.95,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,87.4843,12.5157,97.7646,2.2354,16.52,0.95,bicubic -efficientnet_b3.ra2_in1k,320,87.48,12.52,97.6984,2.3016,12.23,1.0,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,87.4714,12.5286,97.5276,2.4724,86.43,0.9,bicubic -regnety_080_tv.tv2_in1k,224,87.4714,12.5286,97.6343,2.3657,39.38,0.965,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,87.4714,12.5286,97.5575,2.4425,86.43,0.9,bicubic -resnet152.a1h_in1k,224,87.4586,12.5414,97.3995,2.6005,60.19,0.95,bicubic -regnetx_160.tv2_in1k,224,87.4522,12.5478,97.4315,2.5685,54.28,0.965,bicubic -fbnetv3_g.ra2_in1k,288,87.448,12.552,97.5468,2.4532,16.62,0.95,bilinear -wide_resnet50_2.racm_in1k,288,87.4458,12.5542,97.5618,2.4382,68.88,0.95,bicubic -resnext101_64x4d.c1_in1k,288,87.4373,12.5627,97.4379,2.5621,83.46,1.0,bicubic -resnet61q.ra2_in1k,288,87.4351,12.5649,97.6066,2.3934,36.85,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,87.4245,12.5755,97.5981,2.4019,15.62,0.875,bicubic -poolformerv2_m48.sail_in1k,224,87.4245,12.5755,97.4059,2.5941,73.35,1.0,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,87.4202,12.5798,97.6493,2.3507,11.22,0.965,bicubic -cs3sedarknet_l.c2ns_in1k,288,87.4181,12.5819,97.566,2.434,21.91,0.95,bicubic -cait_xxs24_384.fb_dist_in1k,384,87.4138,12.5862,97.6194,2.3806,12.03,1.0,bicubic -tresnet_l.miil_in1k_448,448,87.4031,12.5969,97.487,2.513,55.99,0.875,bilinear -cs3darknet_x.c2ns_in1k,288,87.3967,12.6033,97.6002,2.3998,35.05,1.0,bicubic -resnet51q.ra2_in1k,288,87.386,12.614,97.5852,2.4148,35.7,1.0,bilinear -xcit_tiny_24_p8_224.fb_in1k,224,87.3839,12.6161,97.6386,2.3614,12.11,1.0,bicubic -nasnetalarge.tf_in1k,331,87.3711,12.6289,97.4294,2.5706,88.75,0.911,bicubic -sequencer2d_s.in1k,224,87.3711,12.6289,97.3952,2.6048,27.65,0.875,bicubic -swinv2_cr_small_224.sw_in1k,224,87.369,12.631,97.3376,2.6624,49.7,0.9,bicubic -coat_lite_small.in1k,224,87.3668,12.6332,97.3675,2.6325,19.84,0.9,bicubic -pvt_v2_b2.in1k,224,87.3647,12.6353,97.5276,2.4724,25.36,0.9,bicubic -nfnet_l0.ra2_in1k,224,87.3626,12.6374,97.5169,2.4831,35.07,0.9,bicubic -seresnext50_32x4d.racm_in1k,288,87.3604,12.6396,97.6023,2.3977,27.56,0.95,bicubic -resnetv2_50d_gn.ah_in1k,288,87.3583,12.6417,97.5361,2.4639,25.57,1.0,bicubic -resnet101d.ra2_in1k,256,87.3583,12.6417,97.6194,2.3806,44.57,0.95,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,87.3583,12.6417,97.455,2.545,38.76,0.9,bicubic -fastvit_sa12.apple_dist_in1k,256,87.354,12.646,97.4913,2.5087,11.58,0.9,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,87.3433,12.6567,97.376,2.624,27.91,0.9,bicubic -crossvit_18_dagger_240.in1k,240,87.3348,12.6652,97.4529,2.5471,44.27,0.875,bicubic -wide_resnet101_2.tv2_in1k,224,87.3284,12.6716,97.3974,2.6026,126.89,0.965,bilinear -repvit_m3.dist_in1k,224,87.3241,12.6759,97.4742,2.5258,10.68,0.95,bicubic -regnety_040.ra3_in1k,224,87.3177,12.6823,97.6066,2.3934,20.65,0.95,bicubic -resnext101_32x8d.tv2_in1k,224,87.3113,12.6887,97.5575,2.4425,88.79,0.965,bilinear -crossvit_18_240.in1k,240,87.3092,12.6908,97.4849,2.5151,43.27,0.875,bicubic -convnext_tiny.fb_in1k,224,87.3092,12.6908,97.4443,2.5557,28.59,0.875,bicubic -focalnet_tiny_srf.ms_in1k,224,87.307,12.693,97.4123,2.5877,28.43,0.9,bicubic -resnetv2_101.a1h_in1k,224,87.3006,12.6994,97.329,2.671,44.54,0.95,bicubic -ecaresnet50d.miil_in1k,288,87.2985,12.7015,97.6642,2.3358,25.58,0.95,bicubic -resnest101e.in1k,256,87.2985,12.7015,97.5575,2.4425,48.28,0.875,bilinear -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,87.2964,12.7036,97.8009,2.1991,28.29,0.9,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,87.2942,12.7058,97.5639,2.4361,14.62,1.0,bilinear -ecaresnet101d.miil_in1k,224,87.2921,12.7079,97.5596,2.4404,44.57,0.875,bicubic -cs3sedarknet_x.c2ns_in1k,256,87.2857,12.7143,97.534,2.466,35.4,0.887,bicubic -tiny_vit_11m_224.in1k,224,87.2857,12.7143,97.4998,2.5002,11.0,0.95,bicubic -hrnet_w18_ssld.paddle_in1k,224,87.2836,12.7164,97.4806,2.5194,21.3,0.95,bilinear -gcvit_xtiny.in1k,224,87.2836,12.7164,97.4806,2.5194,19.98,0.875,bicubic -eca_nfnet_l0.ra2_in1k,224,87.2814,12.7186,97.5511,2.4489,24.14,0.9,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,87.2772,12.7228,97.4465,2.5535,15.15,0.9,bicubic -coatnext_nano_rw_224.sw_in1k,224,87.2729,12.7271,97.5212,2.4788,14.7,0.9,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,87.2686,12.7314,97.5233,2.4767,9.72,1.0,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,87.2579,12.7421,97.4486,2.5514,38.73,0.9,bicubic -ecaresnet101d_pruned.miil_in1k,288,87.2579,12.7421,97.7133,2.2867,24.88,0.95,bicubic -regnety_160.tv2_in1k,224,87.243,12.757,97.4721,2.5279,83.59,0.965,bicubic -regnety_032.ra_in1k,224,87.243,12.757,97.5489,2.4511,19.44,0.95,bicubic -tresnet_xl.miil_in1k,224,87.2366,12.7634,97.3952,2.6048,78.44,0.875,bilinear -resnetrs101.tf_in1k,288,87.2323,12.7677,97.4571,2.5429,63.62,0.94,bicubic -poolformer_m48.sail_in1k,224,87.2323,12.7677,97.3077,2.6923,73.47,0.95,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,87.2302,12.7698,97.4166,2.5834,59.88,0.875,bilinear -xcit_tiny_12_p8_224.fb_dist_in1k,224,87.2259,12.7741,97.4379,2.5621,6.71,1.0,bicubic -resnetv2_50d_evos.ah_in1k,288,87.2152,12.7848,97.423,2.577,25.59,1.0,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,87.2088,12.7912,97.4678,2.5322,6.72,1.0,bicubic -tf_efficientnet_b3.ap_in1k,300,87.2088,12.7912,97.3931,2.6069,12.23,0.904,bicubic -convit_base.fb_in1k,224,87.2003,12.7997,97.297,2.703,86.54,0.875,bicubic -resnet152.tv2_in1k,224,87.1939,12.8061,97.4102,2.5898,60.19,0.965,bilinear -vit_base_patch32_clip_224.openai_ft_in1k,224,87.1853,12.8147,97.4614,2.5386,88.22,0.9,bicubic -visformer_small.in1k,224,87.1789,12.8211,97.3162,2.6838,40.22,0.9,bicubic -cs3edgenet_x.c2_in1k,256,87.1747,12.8253,97.5212,2.4788,47.82,0.887,bicubic -focalnet_tiny_lrf.ms_in1k,224,87.1725,12.8275,97.3632,2.6368,28.65,0.9,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,87.1725,12.8275,97.3034,2.6966,38.74,0.9,bicubic -convnext_tiny_hnf.a2h_in1k,288,87.1619,12.8381,97.2821,2.7179,28.59,1.0,bicubic -crossvit_15_dagger_240.in1k,240,87.1576,12.8424,97.4422,2.5578,28.21,0.875,bicubic -coatnet_0_rw_224.sw_in1k,224,87.1533,12.8467,97.2137,2.7863,27.44,0.95,bicubic -xcit_small_24_p16_224.fb_in1k,224,87.1512,12.8488,97.2586,2.7414,47.67,1.0,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,87.1512,12.8488,97.3013,2.6987,32.59,0.95,bicubic -swin_s3_tiny_224.ms_in1k,224,87.149,12.851,97.3077,2.6923,28.33,0.9,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,87.1405,12.8595,97.5041,2.4959,38.75,0.9,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,87.1298,12.8702,97.5938,2.4062,25.58,0.95,bicubic -cs3darknet_x.c2ns_in1k,256,87.1192,12.8808,97.455,2.545,35.05,0.95,bicubic -efficientvit_b2.r224_in1k,224,87.1085,12.8915,97.1839,2.8161,24.33,0.95,bicubic -repvit_m1_1.dist_450e_in1k,224,87.1085,12.8915,97.4123,2.5877,8.8,0.95,bicubic -swinv2_tiny_window8_256.ms_in1k,256,87.0999,12.9001,97.5169,2.4831,28.35,0.9,bicubic -pit_s_distilled_224.in1k,224,87.0914,12.9086,97.3568,2.6432,24.04,0.9,bicubic -mambaout_kobe.in1k,288,87.0914,12.9086,97.4401,2.5599,9.14,1.0,bicubic -ecaresnet50t.a1_in1k,288,87.0829,12.9171,97.1326,2.8674,25.57,1.0,bicubic -resnet101.a1h_in1k,224,87.0829,12.9171,97.2628,2.7372,44.55,0.95,bicubic -xception41p.ra3_in1k,299,87.0743,12.9257,97.2031,2.7969,26.91,0.94,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,87.0679,12.9321,97.5276,2.4724,11.22,0.965,bicubic -resnet101.a1_in1k,288,87.0658,12.9342,96.9319,3.0681,44.55,1.0,bicubic -resnext50_32x4d.a1h_in1k,288,87.0594,12.9406,97.3333,2.6667,25.03,1.0,bicubic -regnetz_b16.ra3_in1k,288,87.0551,12.9449,97.4102,2.5898,9.72,1.0,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,87.053,12.947,97.4422,2.5578,18.45,0.888,bicubic -fasternet_s.in1k,224,87.0487,12.9513,97.3867,2.6133,31.18,1.0,bicubic -poolformerv2_m36.sail_in1k,224,87.0444,12.9556,97.265,2.735,56.08,1.0,bicubic -nest_tiny_jx.goog_in1k,224,87.0423,12.9577,97.3888,2.6112,17.06,0.875,bicubic -tf_efficientnetv2_b3.in1k,300,87.038,12.962,97.297,2.703,14.36,0.904,bicubic -convit_small.fb_in1k,224,87.038,12.962,97.3397,2.6603,27.78,0.875,bicubic -crossvit_15_240.in1k,240,87.0359,12.9641,97.4272,2.5728,27.53,0.875,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,87.0359,12.9641,97.2863,2.7137,28.33,0.9,bicubic -gcresnet50t.ra2_in1k,288,87.0274,12.9726,97.3803,2.6197,25.9,1.0,bicubic -resnet152.a2_in1k,288,87.0167,12.9833,96.9127,3.0873,60.19,1.0,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,87.0081,12.9919,97.3248,2.6752,7.79,1.0,bicubic -coatnet_nano_rw_224.sw_in1k,224,87.006,12.994,97.2607,2.7393,15.14,0.9,bicubic -deit3_small_patch16_224.fb_in1k,224,87.0017,12.9983,97.1646,2.8354,22.06,0.9,bicubic -resnet61q.ra2_in1k,256,86.9996,13.0004,97.3995,2.6005,36.85,0.9,bicubic -resnet50d.ra4_e3600_r224_in1k,288,86.9975,13.0025,97.4208,2.5792,25.58,1.0,bicubic -xcit_small_12_p16_224.fb_in1k,224,86.9953,13.0047,97.25,2.75,26.25,1.0,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,86.9868,13.0132,97.3611,2.6389,14.25,0.888,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,86.9846,13.0154,97.3141,2.6859,22.44,0.9,bicubic -resmlp_36_224.fb_distilled_in1k,224,86.9804,13.0196,97.2714,2.7286,44.69,0.875,bicubic -hgnet_small.paddle_in1k,224,86.9761,13.0239,97.4123,2.5877,24.36,0.965,bicubic -regnety_032.tv2_in1k,224,86.9718,13.0282,97.3995,2.6005,19.44,0.965,bicubic -poolformer_m36.sail_in1k,224,86.9654,13.0346,97.139,2.861,56.17,0.95,bicubic -xcit_large_24_p16_224.fb_in1k,224,86.9633,13.0367,96.9212,3.0788,189.1,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,86.9526,13.0474,97.4721,2.5279,11.07,1.0,bicubic -edgenext_small.usi_in1k,256,86.9462,13.0538,97.2906,2.7094,5.59,0.95,bicubic -resnet101.a2_in1k,288,86.9462,13.0538,96.981,3.019,44.55,1.0,bicubic -xcit_medium_24_p16_224.fb_in1k,224,86.9419,13.0581,97.0942,2.9058,84.4,1.0,bicubic -resnet51q.ra2_in1k,256,86.9377,13.0623,97.4678,2.5322,35.7,0.875,bilinear -resnet101.tv2_in1k,224,86.9291,13.0709,97.2522,2.7478,44.55,0.965,bilinear -poolformerv2_s36.sail_in1k,224,86.927,13.073,97.3589,2.6411,30.79,1.0,bicubic -resnetv2_50.a1h_in1k,288,86.9227,13.0773,97.3269,2.6731,25.55,1.0,bicubic -cs3sedarknet_l.c2ns_in1k,256,86.9206,13.0794,97.4187,2.5813,21.91,0.887,bicubic -tnt_s_legacy_patch16_224.in1k,224,86.9078,13.0922,97.3653,2.6347,23.76,0.9,bicubic -convnext_tiny_hnf.a2h_in1k,224,86.9078,13.0922,97.2714,2.7286,28.59,0.95,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,86.9035,13.0965,97.4892,2.5108,21.98,0.9,bicubic -convmixer_1536_20.in1k,224,86.895,13.105,97.3525,2.6475,51.63,0.96,bicubic -convnextv2_nano.fcmae_ft_in1k,224,86.8907,13.1093,97.2671,2.7329,15.62,0.875,bicubic -resnet152.a1_in1k,288,86.8864,13.1136,96.8017,3.1983,60.19,1.0,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,86.8758,13.1242,97.534,2.466,36.43,0.9,bicubic -ecaresnetlight.miil_in1k,288,86.8736,13.1264,97.4934,2.5066,30.16,0.95,bicubic -rexnet_200.nav_in1k,224,86.863,13.137,97.2778,2.7222,16.37,0.875,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,86.8544,13.1456,97.5959,2.4041,22.05,0.9,bicubic -tf_efficientnet_b3.aa_in1k,300,86.8459,13.1541,97.297,2.703,12.23,0.904,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,86.8459,13.1541,97.5191,2.4809,194.03,0.875,bilinear -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,86.8416,13.1584,96.8828,3.1172,22.06,0.9,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,86.8395,13.1605,97.329,2.671,11.07,0.95,bicubic -coat_mini.in1k,224,86.8352,13.1648,97.1582,2.8418,10.34,0.9,bicubic -swiftformer_l1.dist_in1k,224,86.8331,13.1669,97.3077,2.6923,12.06,0.95,bicubic -deit_base_patch16_224.fb_in1k,224,86.8331,13.1669,97.0622,2.9378,86.57,0.9,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,86.8309,13.1691,96.7398,3.2602,21.99,0.9,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,86.8288,13.1712,97.2778,2.7222,5.76,1.0,bicubic -efficientnet_b3.ra2_in1k,288,86.8267,13.1733,97.3226,2.6774,12.23,0.875,bicubic -vit_small_patch16_rope_224.naver_in1k,224,86.8224,13.1776,96.8551,3.1449,21.98,0.9,bicubic -tresnet_m.miil_in1k_448,448,86.8181,13.1819,97.2031,2.7969,31.39,0.875,bilinear -repvit_m1_1.dist_300e_in1k,224,86.8074,13.1926,97.3141,2.6859,8.8,0.95,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,86.8053,13.1947,97.4956,2.5044,25.56,0.875,bilinear -tf_efficientnet_lite4.in1k,380,86.8032,13.1968,97.2543,2.7457,13.01,0.92,bilinear -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,86.8032,13.1968,97.4742,2.5258,88.79,0.875,bilinear -resnetaa50.a1h_in1k,288,86.7989,13.2011,97.3589,2.6411,25.56,1.0,bicubic -resnext101_64x4d.c1_in1k,224,86.784,13.216,97.1518,2.8482,83.46,0.95,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,86.7818,13.2182,97.2778,2.7222,13.68,1.0,bicubic -ese_vovnet39b.ra_in1k,288,86.7797,13.2203,97.3739,2.6261,24.57,0.95,bicubic -seresnet50.ra2_in1k,288,86.7754,13.2246,97.3568,2.6432,28.09,0.95,bicubic -tresnet_l.miil_in1k,224,86.7733,13.2267,97.2735,2.7265,55.99,0.875,bilinear -regnetx_080.tv2_in1k,224,86.7711,13.2289,97.1817,2.8183,39.57,0.965,bicubic -fbnetv3_g.ra2_in1k,240,86.7647,13.2353,97.2415,2.7585,16.62,0.95,bilinear -tnt_s_patch16_224.in1k,224,86.7626,13.2374,97.3205,2.6795,23.77,0.9,bicubic -twins_svt_small.in1k,224,86.7626,13.2374,97.1689,2.8311,24.06,0.9,bicubic -cs3darknet_l.c2ns_in1k,288,86.7605,13.2395,97.4721,2.5279,21.16,0.95,bicubic -ecaresnet50t.a2_in1k,288,86.7605,13.2395,97.0686,2.9314,25.57,1.0,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,86.7541,13.2459,97.2458,2.7542,13.42,0.95,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,86.7541,13.2459,97.4465,2.5535,86.57,0.9,bicubic -resnet50d.ra2_in1k,288,86.7519,13.2481,97.3717,2.6283,25.58,0.95,bicubic -convnextv2_pico.fcmae_ft_in1k,288,86.7519,13.2481,97.329,2.671,9.07,0.95,bicubic -cs3darknet_focus_l.c2ns_in1k,288,86.7498,13.2502,97.3696,2.6304,21.15,0.95,bicubic -resnet50_gn.a1h_in1k,288,86.7498,13.2502,97.4443,2.5557,25.56,0.95,bicubic -seresnet50.a1_in1k,288,86.7477,13.2523,96.9554,3.0446,28.09,1.0,bicubic -efficientnetv2_rw_t.ra2_in1k,224,86.7455,13.2545,97.2244,2.7756,13.65,1.0,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,86.7434,13.2566,97.3184,2.6816,5.39,0.95,bicubic -crossvit_base_240.in1k,240,86.7348,13.2652,97.1177,2.8823,105.03,0.875,bicubic -fastvit_s12.apple_dist_in1k,256,86.7348,13.2652,97.2031,2.7969,9.47,0.9,bicubic -convnext_nano_ols.d1h_in1k,288,86.7306,13.2694,97.028,2.972,15.65,1.0,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,86.7306,13.2694,97.2266,2.7734,10.59,0.888,bicubic -levit_conv_256.fb_dist_in1k,224,86.7263,13.2737,97.2543,2.7457,18.89,0.9,bicubic -levit_256.fb_dist_in1k,224,86.7242,13.2758,97.2543,2.7457,18.89,0.9,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,86.7114,13.2886,97.2436,2.7564,21.97,0.9,bicubic -pit_b_224.in1k,224,86.7071,13.2929,96.8956,3.1044,73.76,0.9,bicubic -seresnext50_32x4d.racm_in1k,224,86.705,13.295,97.2031,2.7969,27.56,0.875,bicubic -hgnet_tiny.paddle_in1k,288,86.705,13.295,97.3098,2.6902,14.74,1.0,bicubic -halo2botnet50ts_256.a1h_in1k,256,86.7028,13.2972,97.0899,2.9101,22.64,0.95,bicubic -resnet50.ram_in1k,288,86.6964,13.3036,97.1945,2.8055,25.56,0.95,bicubic -crossvit_small_240.in1k,240,86.6943,13.3057,97.2821,2.7179,26.86,0.875,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,86.6943,13.3057,96.8529,3.1471,22.06,0.9,bicubic -ecaresnet50t.ra2_in1k,256,86.69,13.31,97.3397,2.6603,25.57,0.875,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,86.6879,13.3121,97.3931,2.6069,7.79,0.882,bicubic -wide_resnet50_2.racm_in1k,224,86.6772,13.3228,97.2116,2.7884,68.88,0.875,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,86.6772,13.3228,97.2009,2.7991,28.29,0.9,bicubic -resnet50d.a1_in1k,288,86.6751,13.3249,96.6842,3.3158,25.58,1.0,bicubic -ecaresnet50d_pruned.miil_in1k,288,86.6687,13.3313,97.4315,2.5685,19.94,0.95,bicubic -gernet_l.idstcv_in1k,256,86.6665,13.3335,97.2052,2.7948,31.08,0.875,bilinear -resnext101_32x8d.tv2_in1k,176,86.6516,13.3484,97.2031,2.7969,88.79,0.875,bilinear -twins_pcpvt_small.in1k,224,86.6516,13.3484,97.3205,2.6795,24.11,0.9,bicubic -poolformer_s36.sail_in1k,224,86.643,13.357,97.1454,2.8546,30.86,0.9,bicubic -resmlp_24_224.fb_distilled_in1k,224,86.6345,13.3655,97.139,2.861,30.02,0.875,bicubic -resnet50.c2_in1k,288,86.6302,13.3698,97.3461,2.6539,25.56,1.0,bicubic -repvit_m2.dist_in1k,224,86.6281,13.3719,97.2116,2.7884,8.8,0.95,bicubic -efficientnet_b3_pruned.in1k,300,86.6196,13.3804,97.1817,2.8183,9.86,0.904,bicubic -efficientnet_el.ra_in1k,300,86.6153,13.3847,97.1774,2.8226,10.59,0.904,bicubic -resnest50d_4s2x40d.in1k,224,86.6153,13.3847,97.2842,2.7158,30.42,0.875,bicubic -gcresnext50ts.ch_in1k,288,86.6046,13.3954,97.1817,2.8183,15.67,1.0,bicubic -sehalonet33ts.ra2_in1k,256,86.5961,13.4039,97.0195,2.9805,13.69,0.94,bicubic -repvgg_b3.rvgg_in1k,224,86.5939,13.4061,97.1305,2.8695,123.09,0.875,bilinear -nf_resnet50.ra2_in1k,288,86.5897,13.4103,97.297,2.703,25.56,0.94,bicubic -sebotnet33ts_256.a1h_in1k,256,86.5811,13.4189,96.7803,3.2197,13.7,0.94,bicubic -resnet50.a1_in1k,288,86.579,13.421,96.8059,3.1941,25.56,1.0,bicubic -fastvit_sa12.apple_in1k,256,86.5769,13.4231,97.2095,2.7905,11.58,0.9,bicubic -wide_resnet50_2.tv2_in1k,224,86.5683,13.4317,97.25,2.75,68.88,0.965,bilinear -mambaout_femto.in1k,288,86.5576,13.4424,97.2693,2.7307,7.3,1.0,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,86.5384,13.4616,97.2137,2.7863,12.12,1.0,bicubic -seresnet50.a2_in1k,288,86.532,13.468,96.934,3.066,28.09,1.0,bicubic -repvit_m1_0.dist_450e_in1k,224,86.5299,13.4701,97.0984,2.9016,7.3,0.95,bicubic -resnet50.c1_in1k,288,86.5277,13.4723,97.2351,2.7649,25.56,1.0,bicubic -convnext_nano.d1h_in1k,288,86.5256,13.4744,97.1774,2.8226,15.59,1.0,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,86.5149,13.4851,97.1903,2.8097,14.62,0.95,bilinear -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.5107,13.4893,97.4657,2.5343,44.18,0.875,bilinear -maxvit_rmlp_pico_rw_256.sw_in1k,256,86.5085,13.4915,97.2137,2.7863,7.52,0.95,bicubic -dm_nfnet_f0.dm_in1k,192,86.5064,13.4936,97.2927,2.7073,71.49,0.9,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,86.5043,13.4957,97.2031,2.7969,8.46,0.95,bicubic -seresnet33ts.ra2_in1k,288,86.5043,13.4957,97.1796,2.8204,19.78,1.0,bicubic -vit_small_patch16_384.augreg_in1k,384,86.5021,13.4979,97.186,2.814,22.2,1.0,bicubic -haloregnetz_b.ra3_in1k,224,86.5021,13.4979,96.949,3.051,11.68,0.94,bicubic -gcresnet50t.ra2_in1k,256,86.4914,13.5086,97.1305,2.8695,25.9,0.9,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,86.4872,13.5128,97.2735,2.7265,9.72,1.0,bicubic -ecaresnet50d.miil_in1k,224,86.485,13.515,97.186,2.814,25.58,0.875,bicubic -resnet152.a2_in1k,224,86.4829,13.5171,96.5946,3.4054,60.19,0.95,bicubic -halonet50ts.a1h_in1k,256,86.4808,13.5192,97.1561,2.8439,22.73,0.94,bicubic -resnet50.d_in1k,288,86.4722,13.5278,97.0557,2.9443,25.56,1.0,bicubic -resnet152s.gluon_in1k,224,86.4658,13.5342,97.139,2.861,60.32,0.875,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,86.4637,13.5363,97.613,2.387,25.55,1.0,bilinear -repvit_m1_0.dist_300e_in1k,224,86.4637,13.5363,97.0493,2.9507,7.3,0.95,bicubic -mobilevitv2_200.cvnets_in1k,256,86.4594,13.5406,96.981,3.019,18.45,0.888,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,86.4552,13.5448,97.4166,2.5834,14.36,0.9,bicubic -resnext50d_32x4d.bt_in1k,288,86.453,13.547,97.1518,2.8482,25.05,0.95,bicubic -resnet50.b1k_in1k,288,86.453,13.547,97.2351,2.7649,25.56,1.0,bicubic -resnet50.tv2_in1k,224,86.4509,13.5491,97.1497,2.8503,25.56,0.965,bilinear -resnetv2_34d.ra4_e3600_r384_in1k,448,86.4402,13.5598,97.218,2.782,21.82,1.0,bicubic -regnety_016.tv2_in1k,224,86.4317,13.5683,97.2137,2.7863,11.2,0.965,bicubic -resnest50d_1s4x24d.in1k,224,86.4295,13.5705,97.1497,2.8503,25.68,0.875,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,86.421,13.579,97.1839,2.8161,6.34,1.0,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,86.4103,13.5897,97.2159,2.7841,9.72,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,224,86.4103,13.5897,97.1326,2.8674,25.58,0.95,bicubic -poolformerv2_s24.sail_in1k,224,86.406,13.594,97.1198,2.8802,21.34,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,86.4039,13.5961,97.1625,2.8375,11.07,0.95,bicubic -resnet152.a1_in1k,224,86.3804,13.6196,96.5134,3.4866,60.19,0.95,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,86.3655,13.6345,97.0579,2.9421,22.57,0.95,bicubic -fastvit_t12.apple_dist_in1k,256,86.3655,13.6345,97.0856,2.9144,7.55,0.9,bicubic -darknet53.c2ns_in1k,288,86.3633,13.6367,97.1198,2.8802,41.61,1.0,bicubic -darknetaa53.c2ns_in1k,288,86.3612,13.6388,97.1454,2.8546,36.02,1.0,bilinear -repvgg_b3g4.rvgg_in1k,224,86.3612,13.6388,97.0451,2.9549,83.83,0.875,bilinear -resnetv2_50d_gn.ah_in1k,224,86.3591,13.6409,97.139,2.861,25.57,0.95,bicubic -tf_efficientnet_b3.in1k,300,86.3463,13.6537,96.9234,3.0766,12.23,0.904,bicubic -efficientformer_l1.snap_dist_in1k,224,86.3441,13.6559,97.0173,2.9827,12.29,0.95,bicubic -nf_resnet50.ra2_in1k,256,86.3399,13.6601,97.0643,2.9357,25.56,0.94,bicubic -resnet101.a1_in1k,224,86.3399,13.6601,96.5433,3.4567,44.55,0.95,bicubic -legacy_senet154.in1k,224,86.3377,13.6623,96.934,3.066,115.09,0.875,bilinear -resnext50_32x4d.a1h_in1k,224,86.3377,13.6623,96.9703,3.0297,25.03,0.95,bicubic -resnet50.a1h_in1k,224,86.3356,13.6644,97.0579,2.9421,25.56,1.0,bicubic -mobilevitv2_175.cvnets_in1k,256,86.3313,13.6687,96.9746,3.0254,14.25,0.888,bicubic -resnet50d.a2_in1k,288,86.327,13.673,96.6842,3.3158,25.58,1.0,bicubic -cait_xxs36_224.fb_dist_in1k,224,86.3228,13.6772,97.1134,2.8866,17.3,1.0,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,86.3206,13.6794,97.0942,2.9058,9.72,0.95,bicubic -pit_s_224.in1k,224,86.3185,13.6815,97.0408,2.9592,23.46,0.9,bicubic -cs3darknet_l.c2ns_in1k,256,86.3164,13.6836,97.2137,2.7863,21.16,0.887,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,86.31,13.69,97.4123,2.5877,22.92,1.0,bicubic -efficientnet_b2.ra_in1k,288,86.31,13.69,96.9896,3.0104,9.11,1.0,bicubic -resnet50.b2k_in1k,288,86.3078,13.6922,97.0664,2.9336,25.56,1.0,bicubic -gernet_m.idstcv_in1k,224,86.3036,13.6964,97.0942,2.9058,21.14,0.875,bilinear -senet154.gluon_in1k,224,86.3036,13.6964,96.9383,3.0617,115.09,0.875,bicubic -resnext50_32x4d.a1_in1k,288,86.2993,13.7007,96.7013,3.2987,25.03,1.0,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,86.2972,13.7028,97.1433,2.8567,15.25,0.95,bicubic -gcresnet33ts.ra2_in1k,288,86.295,13.705,97.0429,2.9571,19.88,1.0,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,86.2758,13.7242,97.1411,2.8589,6.34,1.0,bicubic -resnext50_32x4d.tv2_in1k,224,86.2758,13.7242,97.0536,2.9464,25.03,0.965,bilinear -resnext50_32x4d.a2_in1k,288,86.2737,13.7263,96.665,3.335,25.03,1.0,bicubic -regnetz_b16.ra3_in1k,224,86.263,13.737,96.9981,3.0019,9.72,0.94,bicubic -eca_resnet33ts.ra2_in1k,288,86.2566,13.7434,97.1646,2.8354,19.68,1.0,bicubic -gcvit_xxtiny.in1k,224,86.2523,13.7477,97.107,2.893,12.0,0.875,bicubic -resnetv2_50d_evos.ah_in1k,224,86.2481,13.7519,97.0173,2.9827,25.59,0.95,bicubic -regnetx_032.tv2_in1k,224,86.2352,13.7648,97.0579,2.9421,15.3,0.965,bicubic -convmixer_768_32.in1k,224,86.2203,13.7797,97.0237,2.9763,21.11,0.96,bicubic -resnest50d.in1k,224,86.2203,13.7797,97.0622,2.9378,27.48,0.875,bilinear -vit_base_patch16_384.augreg_in1k,384,86.2139,13.7861,96.9597,3.0403,86.86,1.0,bicubic -cs3darknet_focus_l.c2ns_in1k,256,86.2118,13.7882,97.1262,2.8738,21.15,0.887,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,86.2054,13.7946,96.9682,3.0318,7.79,0.9,bicubic -tresnet_m.miil_in1k,224,86.1968,13.8032,96.6757,3.3243,31.39,0.875,bilinear -efficientnet_el_pruned.in1k,300,86.1947,13.8053,97.0237,2.9763,10.59,0.904,bicubic -mambaout_kobe.in1k,224,86.1925,13.8075,96.9896,3.0104,9.14,1.0,bicubic -ecaresnet101d_pruned.miil_in1k,224,86.1861,13.8139,97.3248,2.6752,24.88,0.875,bicubic -cspdarknet53.ra_in1k,256,86.1819,13.8181,96.9789,3.0211,27.64,0.887,bilinear -rexnet_150.nav_in1k,224,86.1776,13.8224,97.0643,2.9357,9.73,0.875,bicubic -resnet101.a2_in1k,224,86.1712,13.8288,96.5476,3.4524,44.55,0.95,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,86.1605,13.8395,97.0301,2.9699,6.71,1.0,bicubic -efficientvit_b1.r288_in1k,288,86.1584,13.8416,96.9276,3.0724,9.1,1.0,bicubic -resnetrs101.tf_in1k,192,86.1541,13.8459,96.8913,3.1087,63.62,0.94,bicubic -ecaresnet50t.a1_in1k,224,86.1541,13.8459,96.7782,3.2218,25.57,0.95,bicubic -inception_v4.tf_in1k,299,86.1498,13.8502,96.9255,3.0745,42.68,0.875,bicubic -res2net101d.in1k,224,86.1434,13.8566,96.8444,3.1556,45.23,0.875,bilinear -resnet50.a2_in1k,288,86.1349,13.8651,96.6757,3.3243,25.56,1.0,bicubic -inception_resnet_v2.tf_in1k,299,86.1285,13.8715,97.0344,2.9656,55.84,0.8975,bicubic -convnext_nano_ols.d1h_in1k,224,86.1178,13.8822,96.8337,3.1663,15.65,0.95,bicubic -resnetaa50.a1h_in1k,224,86.1093,13.8907,96.9597,3.0403,25.56,0.95,bicubic -mobilevitv2_150.cvnets_in1k,256,86.0858,13.9142,96.8465,3.1535,10.59,0.888,bicubic -cspresnext50.ra_in1k,256,86.0794,13.9206,97.1006,2.8994,20.57,0.887,bilinear -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.0708,13.9292,97.2052,2.7948,25.03,0.875,bilinear -tf_efficientnet_el.in1k,300,86.0666,13.9334,96.9639,3.0361,10.59,0.904,bicubic -resnet101s.gluon_in1k,224,86.0666,13.9334,97.0323,2.9677,44.67,0.875,bicubic -ecaresnet50t.a2_in1k,224,86.0644,13.9356,96.7248,3.2752,25.57,0.95,bicubic -lambda_resnet50ts.a1h_in1k,256,86.0559,13.9441,96.7398,3.2602,21.54,0.95,bicubic -convnext_pico_ols.d1_in1k,288,86.0538,13.9462,97.0216,2.9784,9.06,1.0,bicubic -edgenext_small_rw.sw_in1k,320,86.0516,13.9484,96.9426,3.0574,7.83,1.0,bicubic -ecaresnetlight.miil_in1k,224,86.0431,13.9569,97.0792,2.9208,30.16,0.875,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,86.041,13.959,96.9853,3.0147,21.82,1.0,bicubic -poolformer_s24.sail_in1k,224,86.026,13.974,97.028,2.972,21.39,0.9,bicubic -efficientformerv2_s1.snap_dist_in1k,224,86.0196,13.9804,96.8358,3.1642,6.19,0.95,bicubic -convnext_pico.d1_in1k,288,86.0196,13.9804,96.9383,3.0617,9.05,0.95,bicubic -resnetv2_50.a1h_in1k,224,86.0175,13.9825,96.9042,3.0958,25.55,0.95,bicubic -seresnext101_32x4d.gluon_in1k,224,86.0089,13.9911,96.981,3.019,48.96,0.875,bicubic -gcresnext50ts.ch_in1k,256,86.0089,13.9911,96.9597,3.0403,15.67,0.9,bicubic -seresnet33ts.ra2_in1k,256,86.0068,13.9932,97.0066,2.9934,19.78,0.9,bicubic -convnextv2_pico.fcmae_ft_in1k,224,86.0047,13.9953,96.9832,3.0168,9.07,0.875,bicubic -resnet50d.ra2_in1k,224,86.0047,13.9953,96.9874,3.0126,25.58,0.875,bicubic -ecaresnet26t.ra2_in1k,320,86.0004,13.9996,97.0152,2.9848,16.01,0.95,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,85.994,14.006,96.9639,3.0361,8.46,0.9,bicubic -resnet152.a3_in1k,224,85.9812,14.0188,96.8508,3.1492,60.19,0.95,bicubic -tf_efficientnet_b2.ap_in1k,260,85.979,14.021,96.8209,3.1791,9.11,0.89,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,85.979,14.021,97.1369,2.8631,88.22,0.9,bicubic -resnetblur50.bt_in1k,288,85.9769,14.0231,96.9682,3.0318,25.56,0.95,bicubic -tf_efficientnetv2_b3.in1k,240,85.9684,14.0316,96.8316,3.1684,14.36,0.904,bicubic -seresnext101_64x4d.gluon_in1k,224,85.9555,14.0445,96.9874,3.0126,88.23,0.875,bicubic -resnext50_32x4d.ra_in1k,288,85.9555,14.0445,97.0323,2.9677,25.03,0.95,bicubic -resnet50d.a1_in1k,224,85.9555,14.0445,96.3661,3.6339,25.58,0.95,bicubic -convnext_nano.d1h_in1k,224,85.9257,14.0743,96.8551,3.1449,15.59,0.95,bicubic -fbnetv3_d.ra2_in1k,256,85.9235,14.0765,97.028,2.972,10.31,0.95,bilinear -tf_efficientnetv2_b2.in1k,260,85.9214,14.0786,96.8679,3.1321,10.1,0.89,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,85.9128,14.0872,97.3675,2.6325,306.63,1.0,bicubic -darknet53.c2ns_in1k,256,85.9022,14.0978,96.8615,3.1385,41.61,0.887,bicubic -resnet152d.gluon_in1k,224,85.9022,14.0978,96.8017,3.1983,60.21,0.875,bicubic -resnet50_gn.a1h_in1k,224,85.883,14.117,96.8615,3.1385,25.56,0.94,bicubic -tf_efficientnet_b2.aa_in1k,260,85.8808,14.1192,96.8551,3.1449,9.11,0.89,bicubic -vit_base_patch16_224.sam_in1k,224,85.8808,14.1192,96.7013,3.2987,86.57,0.9,bicubic -resnet101d.gluon_in1k,224,85.8766,14.1234,96.6842,3.3158,44.57,0.875,bicubic -repvgg_b2g4.rvgg_in1k,224,85.8723,14.1277,96.8145,3.1855,61.76,0.875,bilinear -efficientvit_b1.r256_in1k,256,85.8531,14.1469,96.7803,3.2197,9.1,1.0,bicubic -hgnet_tiny.paddle_in1k,224,85.8467,14.1533,97.0301,2.9699,14.74,0.965,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,85.8317,14.1683,96.9469,3.0531,9.72,0.95,bicubic -seresnet50.ra2_in1k,224,85.8296,14.1704,97.0002,2.9998,28.09,0.875,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,85.8168,14.1832,96.7547,3.2453,55.84,0.8975,bicubic -mixnet_xl.ra_in1k,224,85.8125,14.1875,96.7141,3.2859,11.9,0.875,bicubic -resnet50.c2_in1k,224,85.8104,14.1896,96.8999,3.1001,25.56,0.95,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,85.8061,14.1939,96.7184,3.2816,21.82,1.0,bicubic -resnet50.ram_in1k,224,85.8061,14.1939,96.7163,3.2837,25.56,0.875,bicubic -gcresnet33ts.ra2_in1k,256,85.8018,14.1982,96.8871,3.1129,19.88,0.9,bicubic -seresnet50.a1_in1k,224,85.7911,14.2089,96.5519,3.4481,28.09,0.95,bicubic -legacy_seresnext101_32x4d.in1k,224,85.7655,14.2345,96.7611,3.2389,48.96,0.875,bilinear -res2net50d.in1k,224,85.7634,14.2366,96.7718,3.2282,25.72,0.875,bilinear -resnet50.c1_in1k,224,85.7549,14.2451,96.934,3.066,25.56,0.95,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,85.7506,14.2494,96.9383,3.0617,12.12,1.0,bicubic -resnet101.a3_in1k,224,85.7484,14.2516,96.4985,3.5015,44.55,0.95,bicubic -tf_efficientnet_lite3.in1k,300,85.7442,14.2558,96.8892,3.1108,8.2,0.904,bilinear -ese_vovnet39b.ra_in1k,224,85.7399,14.2601,96.8999,3.1001,24.57,0.875,bicubic -resnext101_32x4d.gluon_in1k,224,85.7399,14.2601,96.6223,3.3777,44.18,0.875,bicubic -cspresnet50.ra_in1k,256,85.7314,14.2686,96.7974,3.2026,21.62,0.887,bilinear -repvit_m0_9.dist_450e_in1k,224,85.7292,14.2708,96.823,3.177,5.49,0.95,bicubic -eca_resnet33ts.ra2_in1k,256,85.7271,14.2729,96.8956,3.1044,19.68,0.9,bicubic -regnety_320.pycls_in1k,224,85.7186,14.2814,96.7248,3.2752,145.05,0.875,bicubic -resnet50.a1_in1k,224,85.7122,14.2878,96.4857,3.5143,25.56,0.95,bicubic -xception71.tf_in1k,299,85.71,14.29,96.7675,3.2325,42.34,0.903,bicubic -darknetaa53.c2ns_in1k,256,85.7057,14.2943,96.8828,3.1172,36.02,0.887,bilinear -resnext101_64x4d.gluon_in1k,224,85.7015,14.2985,96.6437,3.3563,83.46,0.875,bicubic -resmlp_big_24_224.fb_in1k,224,85.6972,14.3028,96.4195,3.5805,129.14,0.875,bicubic -resnet50.ra_in1k,288,85.6972,14.3028,96.8935,3.1065,25.56,0.95,bicubic -resnet33ts.ra2_in1k,288,85.6823,14.3177,96.7568,3.2432,19.68,1.0,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,85.6801,14.3199,96.823,3.177,6.0,1.0,bicubic -efficientnet_em.ra2_in1k,240,85.678,14.322,96.9405,3.0595,6.9,0.882,bicubic -deit_small_patch16_224.fb_in1k,224,85.6716,14.3284,96.9127,3.0873,22.05,0.9,bicubic -ecaresnet50t.a3_in1k,224,85.6694,14.3306,96.7376,3.2624,25.57,0.95,bicubic -dpn107.mx_in1k,224,85.6694,14.3306,96.7568,3.2432,86.92,0.875,bicubic -wide_resnet50_2.tv2_in1k,176,85.6438,14.3562,96.8337,3.1663,68.88,0.875,bilinear -efficientnet_b2_pruned.in1k,260,85.6396,14.3604,96.7376,3.2624,8.31,0.89,bicubic -resnet50d.a2_in1k,224,85.6246,14.3754,96.4067,3.5933,25.58,0.95,bicubic -resmlp_36_224.fb_in1k,224,85.6225,14.3775,96.7953,3.2047,44.69,0.875,bicubic -tiny_vit_5m_224.in1k,224,85.6139,14.3861,96.9469,3.0531,5.39,0.95,bicubic -seresnet50.a2_in1k,224,85.6033,14.3967,96.5754,3.4246,28.09,0.95,bicubic -levit_192.fb_dist_in1k,224,85.6011,14.3989,96.7419,3.2581,10.95,0.9,bicubic -mobilevitv2_125.cvnets_in1k,256,85.6011,14.3989,96.6608,3.3392,7.48,0.888,bicubic -resnet50.bt_in1k,288,85.6011,14.3989,96.8123,3.1877,25.56,0.95,bicubic -levit_conv_192.fb_dist_in1k,224,85.5947,14.4053,96.744,3.256,10.95,0.9,bicubic -ecaresnet50d_pruned.miil_in1k,224,85.584,14.416,96.934,3.066,19.94,0.875,bicubic -mambaout_femto.in1k,224,85.5798,14.4202,96.7376,3.2624,7.3,1.0,bicubic -resnet152c.gluon_in1k,224,85.5734,14.4266,96.6714,3.3286,60.21,0.875,bicubic -resnext50d_32x4d.bt_in1k,224,85.5691,14.4309,96.7504,3.2496,25.05,0.875,bicubic -tf_efficientnetv2_b1.in1k,240,85.5648,14.4352,96.7099,3.2901,8.14,0.882,bicubic -resnext50_32x4d.a2_in1k,224,85.5627,14.4373,96.2978,3.7022,25.03,0.95,bicubic -regnety_120.pycls_in1k,224,85.5606,14.4394,96.7568,3.2432,51.82,0.875,bicubic -resnet32ts.ra2_in1k,288,85.5584,14.4416,96.8679,3.1321,17.96,1.0,bicubic -pit_xs_distilled_224.in1k,224,85.5435,14.4565,96.6885,3.3115,11.0,0.9,bicubic -wide_resnet101_2.tv2_in1k,176,85.5413,14.4587,96.569,3.431,126.89,0.875,bilinear -nf_regnet_b1.ra2_in1k,288,85.5392,14.4608,96.7974,3.2026,10.22,0.9,bicubic -regnetx_320.pycls_in1k,224,85.5243,14.4757,96.665,3.335,107.81,0.875,bicubic -fbnetv3_b.ra2_in1k,256,85.5157,14.4843,96.8679,3.1321,8.6,0.95,bilinear -resnet152.gluon_in1k,224,85.4965,14.5035,96.5647,3.4353,60.19,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,85.4965,14.5035,96.9319,3.0681,9.72,0.95,bicubic -convnextv2_femto.fcmae_ft_in1k,288,85.4944,14.5056,96.7867,3.2133,5.23,0.95,bicubic -regnety_160.pycls_in1k,224,85.4922,14.5078,96.6245,3.3755,83.59,0.875,bicubic -resnetrs50.tf_in1k,224,85.488,14.512,96.7526,3.2474,35.69,0.91,bicubic -resnet152.tv2_in1k,176,85.4837,14.5163,96.4964,3.5036,60.19,0.875,bilinear -dpn92.mx_in1k,224,85.4837,14.5163,96.6586,3.3414,37.67,0.875,bicubic -resnet50.b1k_in1k,224,85.4794,14.5206,96.7205,3.2795,25.56,0.95,bicubic -resnet50.d_in1k,224,85.4794,14.5206,96.5604,3.4396,25.56,0.95,bicubic -rexnet_130.nav_in1k,224,85.4688,14.5312,96.6928,3.3072,7.56,0.875,bicubic -fastvit_s12.apple_in1k,256,85.4495,14.5505,96.7312,3.2688,9.47,0.9,bicubic -resnet50.a2_in1k,224,85.4474,14.5526,96.4921,3.5079,25.56,0.95,bicubic -resnext50_32x4d.a1_in1k,224,85.4431,14.5569,96.1441,3.8559,25.03,0.95,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,85.4389,14.5611,96.7526,3.2474,5.29,1.0,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,85.4367,14.5633,96.8145,3.1855,28.59,1.0,bicubic -dpn131.mx_in1k,224,85.4346,14.5654,96.6159,3.3841,79.25,0.875,bicubic -resnet101.tv2_in1k,176,85.4154,14.5846,96.4088,3.5912,44.55,0.875,bilinear -tf_efficientnet_b2.in1k,260,85.3898,14.6102,96.5924,3.4076,9.11,0.89,bicubic -resnet50.tv2_in1k,176,85.3834,14.6166,96.5583,3.4417,25.56,0.875,bilinear -regnetx_160.pycls_in1k,224,85.3834,14.6166,96.6394,3.3606,54.28,0.875,bicubic -dla102x2.in1k,224,85.3812,14.6188,96.633,3.367,41.28,0.875,bilinear -gmlp_s16_224.ra3_in1k,224,85.362,14.638,96.6394,3.3606,19.42,0.875,bicubic -regnetx_016.tv2_in1k,224,85.3599,14.6401,96.8294,3.1706,9.19,0.965,bicubic -repvit_m0_9.dist_300e_in1k,224,85.3556,14.6444,96.6266,3.3734,5.49,0.95,bicubic -efficientnet_b2.ra_in1k,256,85.3535,14.6465,96.5391,3.4609,9.11,0.875,bicubic -resnetv2_34.ra4_e3600_r224_in1k,288,85.3471,14.6529,96.633,3.367,21.8,1.0,bicubic -resnet34.ra4_e3600_r224_in1k,288,85.3471,14.6529,96.6949,3.3051,21.8,1.0,bicubic -skresnext50_32x4d.ra_in1k,224,85.3449,14.6551,96.3896,3.6104,27.48,0.875,bicubic -dpn98.mx_in1k,224,85.3385,14.6615,96.507,3.493,61.57,0.875,bicubic -seresnext50_32x4d.gluon_in1k,224,85.3342,14.6658,96.6842,3.3158,27.56,0.875,bicubic -lambda_resnet26t.c1_in1k,256,85.3342,14.6658,96.7056,3.2944,10.96,0.94,bicubic -xception65.tf_in1k,299,85.3214,14.6786,96.6287,3.3713,39.92,0.903,bicubic -botnet26t_256.c1_in1k,256,85.3193,14.6807,96.6095,3.3905,12.49,0.95,bicubic -resnext50_32x4d.a3_in1k,224,85.3129,14.6871,96.3362,3.6638,25.03,0.95,bicubic -resnet101c.gluon_in1k,224,85.3129,14.6871,96.4216,3.5784,44.57,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,85.3022,14.6978,96.7867,3.2133,6.0,1.0,bicubic -convnext_pico_ols.d1_in1k,224,85.2937,14.7063,96.6586,3.3414,9.06,0.95,bicubic -resnetblur50.bt_in1k,224,85.2894,14.7106,96.5284,3.4716,25.56,0.875,bicubic -regnety_064.pycls_in1k,224,85.2873,14.7127,96.633,3.367,30.58,0.875,bicubic -resnet34d.ra2_in1k,288,85.2787,14.7213,96.6907,3.3093,21.82,0.95,bicubic -resmlp_24_224.fb_in1k,224,85.2766,14.7234,96.5049,3.4951,30.02,0.875,bicubic -coat_lite_mini.in1k,224,85.2659,14.7341,96.6714,3.3286,11.01,0.9,bicubic -convnext_pico.d1_in1k,224,85.2574,14.7426,96.6223,3.3777,9.05,0.875,bicubic -regnety_080.pycls_in1k,224,85.251,14.749,96.6138,3.3862,39.18,0.875,bicubic -convnext_femto_ols.d1_in1k,288,85.2488,14.7512,96.7739,3.2261,5.23,0.95,bicubic -cait_xxs24_224.fb_dist_in1k,224,85.2403,14.7597,96.7141,3.2859,11.96,1.0,bicubic -resnet33ts.ra2_in1k,256,85.2339,14.7661,96.6052,3.3948,19.68,0.9,bicubic -resnext50_32x4d.ra_in1k,224,85.2296,14.7704,96.5284,3.4716,25.03,0.875,bicubic -efficientvit_b1.r224_in1k,224,85.2254,14.7746,96.4387,3.5613,9.1,0.95,bicubic -resnet50.b2k_in1k,224,85.2254,14.7746,96.6437,3.3563,25.56,0.95,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,85.219,14.781,96.6138,3.3862,6.72,1.0,bicubic -halonet26t.a1h_in1k,256,85.2168,14.7832,96.475,3.525,12.48,0.95,bicubic -resnext101_32x8d.tv_in1k,224,85.2168,14.7832,96.4408,3.5592,88.79,0.875,bilinear -pvt_v2_b1.in1k,224,85.2125,14.7875,96.6266,3.3734,14.01,0.9,bicubic -fastvit_t12.apple_in1k,256,85.1976,14.8024,96.5946,3.4054,7.55,0.9,bicubic -resnet32ts.ra2_in1k,256,85.1955,14.8045,96.6287,3.3713,17.96,0.9,bicubic -inception_v3.gluon_in1k,299,85.1869,14.8131,96.5476,3.4524,23.83,0.875,bicubic -resnet50.a1h_in1k,176,85.1784,14.8216,96.5839,3.4161,25.56,0.9,bicubic -edgenext_small_rw.sw_in1k,256,85.172,14.828,96.4323,3.5677,7.83,0.9,bicubic -shvit_s4.in1k,256,85.1698,14.8302,96.475,3.525,16.59,0.875,bicubic -convnext_femto.d1_in1k,288,85.1656,14.8344,96.712,3.288,5.22,0.95,bicubic -hrnet_w48.ms_in1k,224,85.1656,14.8344,96.4729,3.5271,77.47,0.875,bilinear -starnet_s4.in1k,224,85.157,14.843,96.601,3.399,7.48,0.875,bicubic -legacy_xception.tf_in1k,299,85.1549,14.8451,96.4793,3.5207,22.86,0.8975,bicubic -resnet101.gluon_in1k,224,85.1485,14.8515,96.3811,3.6189,44.55,0.875,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,85.1485,14.8515,96.6522,3.3478,6.34,0.965,bicubic -eca_halonext26ts.c1_in1k,256,85.1378,14.8622,96.5839,3.4161,10.76,0.94,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,85.1378,14.8622,96.8209,3.1791,25.56,0.875,bilinear -regnetx_120.pycls_in1k,224,85.1357,14.8643,96.4793,3.5207,46.11,0.875,bicubic -tf_efficientnet_b1.ap_in1k,240,85.1335,14.8665,96.411,3.589,7.79,0.882,bicubic -resnet50.am_in1k,224,85.1314,14.8686,96.5625,3.4375,25.56,0.875,bicubic -tf_efficientnetv2_b2.in1k,208,85.1293,14.8707,96.4942,3.5058,10.1,0.89,bicubic -eca_botnext26ts_256.c1_in1k,256,85.1293,14.8707,96.5092,3.4908,10.59,0.95,bicubic -repvit_m1.dist_in1k,224,85.1122,14.8878,96.6052,3.3948,5.49,0.95,bicubic -mobileone_s4.apple_in1k,224,85.1015,14.8985,96.4366,3.5634,14.95,0.9,bilinear -hrnet_w64.ms_in1k,224,85.0994,14.9006,96.7398,3.2602,128.06,0.875,bilinear -fbnetv3_d.ra2_in1k,224,85.0973,14.9027,96.6757,3.3243,10.31,0.95,bilinear -res2net101_26w_4s.in1k,224,85.0908,14.9092,96.3768,3.6232,45.21,0.875,bilinear -lambda_resnet26rpt_256.c1_in1k,256,85.0759,14.9241,96.5348,3.4652,10.99,0.94,bicubic -ecaresnet26t.ra2_in1k,256,85.0738,14.9262,96.6351,3.3649,16.01,0.875,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,85.0674,14.9326,96.4302,3.5698,39.72,0.882,bicubic -dpn68b.ra_in1k,288,85.0588,14.9412,96.4387,3.5613,12.61,1.0,bicubic -nf_regnet_b1.ra2_in1k,256,85.0524,14.9476,96.5476,3.4524,10.22,0.9,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,85.0439,14.9561,96.6778,3.3222,6.34,0.965,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,85.0204,14.9796,96.4921,3.5079,5.29,0.875,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,85.0076,14.9924,96.6245,3.3755,3.05,1.0,bicubic -resnext50_32x4d.gluon_in1k,224,85.0033,14.9967,96.4344,3.5656,25.03,0.875,bicubic -resnest26d.gluon_in1k,224,84.999,15.001,96.6351,3.3649,17.07,0.875,bilinear -coat_tiny.in1k,224,84.9649,15.0351,96.4152,3.5848,5.5,0.9,bicubic -regnety_040.pycls_in1k,224,84.9499,15.0501,96.601,3.399,20.65,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,84.9307,15.0693,96.3917,3.6083,4.9,0.888,bicubic -resnet50d.a3_in1k,224,84.9307,15.0693,96.2957,3.7043,25.58,0.95,bicubic -tf_efficientnet_b1.aa_in1k,240,84.9158,15.0842,96.364,3.636,7.79,0.882,bicubic -dla169.in1k,224,84.9136,15.0864,96.522,3.478,53.39,0.875,bilinear -legacy_seresnext50_32x4d.in1k,224,84.9094,15.0906,96.4366,3.5634,27.56,0.875,bilinear -fasternet_t2.in1k,224,84.9072,15.0928,96.4985,3.5015,14.98,1.0,bicubic -hrnet_w44.ms_in1k,224,84.8923,15.1077,96.4323,3.5677,67.06,0.875,bilinear -resnet50.ra_in1k,224,84.8816,15.1184,96.4729,3.5271,25.56,0.875,bicubic -regnety_008_tv.tv2_in1k,224,84.8795,15.1205,96.601,3.399,6.43,0.965,bicubic -regnetx_080.pycls_in1k,224,84.8773,15.1227,96.4408,3.5592,39.57,0.875,bicubic -resnet50s.gluon_in1k,224,84.8667,15.1333,96.4408,3.5592,25.68,0.875,bicubic -visformer_tiny.in1k,224,84.8603,15.1397,96.5156,3.4844,10.32,0.9,bicubic -dla60_res2net.in1k,224,84.8368,15.1632,96.4665,3.5335,20.85,0.875,bilinear -dla60_res2next.in1k,224,84.8346,15.1654,96.3939,3.6061,17.03,0.875,bilinear -res2net50_26w_8s.in1k,224,84.8282,15.1718,96.349,3.651,48.4,0.875,bilinear -levit_conv_128.fb_dist_in1k,224,84.8261,15.1739,96.349,3.651,9.21,0.9,bicubic -resnet50d.gluon_in1k,224,84.8261,15.1739,96.3875,3.6125,25.58,0.875,bicubic -dla102x.in1k,224,84.8261,15.1739,96.5412,3.4588,26.31,0.875,bilinear -levit_128.fb_dist_in1k,224,84.824,15.176,96.349,3.651,9.21,0.9,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,84.8218,15.1782,96.7099,3.2901,5.79,1.0,bicubic -resnet26t.ra2_in1k,320,84.8197,15.1803,96.4216,3.5784,16.01,1.0,bicubic -mixnet_l.ft_in1k,224,84.8176,15.1824,96.3298,3.6702,7.33,0.875,bicubic -xception41.tf_in1k,299,84.8176,15.1824,96.3981,3.6019,26.97,0.903,bicubic -repghostnet_200.in1k,224,84.8154,15.1846,96.411,3.589,9.8,0.875,bicubic -resnet152.tv_in1k,224,84.8154,15.1846,96.2188,3.7812,60.19,0.875,bilinear -resnet152.a3_in1k,160,84.7941,15.2059,96.1355,3.8645,60.19,0.95,bicubic -repvgg_b2.rvgg_in1k,224,84.7941,15.2059,96.4985,3.5015,89.02,0.875,bilinear -hrnet_w18.ms_aug_in1k,224,84.7877,15.2123,96.4707,3.5293,21.3,0.95,bilinear -efficientnet_b0.ra4_e3600_r224_in1k,224,84.7834,15.2166,96.4515,3.5485,5.29,0.9,bicubic -regnetx_064.pycls_in1k,224,84.7791,15.2209,96.4771,3.5229,26.21,0.875,bicubic -pit_xs_224.in1k,224,84.777,15.223,96.5092,3.4908,10.62,0.9,bicubic -resnext50_32x4d.tv2_in1k,176,84.7749,15.2251,96.332,3.668,25.03,0.875,bilinear -gcresnext26ts.ch_in1k,288,84.7663,15.2337,96.2978,3.7022,10.48,1.0,bicubic -hrnet_w40.ms_in1k,224,84.7492,15.2508,96.5561,3.4439,57.56,0.875,bilinear -res2net50_26w_6s.in1k,224,84.7471,15.2529,96.285,3.715,37.05,0.875,bilinear -resnet34.a1_in1k,288,84.7428,15.2572,96.2359,3.7641,21.8,1.0,bicubic -poolformerv2_s12.sail_in1k,224,84.7428,15.2572,96.3832,3.6168,11.89,1.0,bicubic -resmlp_12_224.fb_distilled_in1k,224,84.7236,15.2764,96.2273,3.7727,15.35,0.875,bicubic -vit_base_patch32_384.augreg_in1k,384,84.7172,15.2828,96.3469,3.6531,88.3,1.0,bicubic -cs3darknet_m.c2ns_in1k,288,84.7108,15.2892,96.4878,3.5122,9.31,0.95,bicubic -fbnetv3_b.ra2_in1k,224,84.7087,15.2913,96.475,3.525,8.6,0.95,bilinear -swiftformer_s.dist_in1k,224,84.7087,15.2913,96.2423,3.7577,6.09,0.95,bicubic -bat_resnext26ts.ch_in1k,256,84.6959,15.3041,96.2871,3.7129,10.73,0.9,bicubic -legacy_seresnet152.in1k,224,84.6959,15.3041,96.4152,3.5848,66.82,0.875,bilinear -hrnet_w32.ms_in1k,224,84.6702,15.3298,96.4067,3.5933,41.23,0.875,bilinear -convnextv2_femto.fcmae_ft_in1k,224,84.6638,15.3362,96.4302,3.5698,5.23,0.875,bicubic -selecsls60b.in1k,224,84.6553,15.3447,96.2957,3.7043,32.77,0.875,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,224,84.6339,15.3661,96.2337,3.7663,21.82,0.9,bicubic -seresnext26d_32x4d.bt_in1k,288,84.6339,15.3661,96.2679,3.7321,16.81,0.95,bicubic -tf_efficientnetv2_b0.in1k,224,84.6318,15.3682,96.2807,3.7193,7.14,0.875,bicubic -efficientnet_b1.ft_in1k,256,84.6169,15.3831,96.3405,3.6595,7.79,1.0,bicubic -regnetx_040.pycls_in1k,224,84.6126,15.3874,96.3917,3.6083,22.12,0.875,bicubic -efficientnet_es.ra_in1k,224,84.6019,15.3981,96.3106,3.6894,5.44,0.875,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,84.5934,15.4066,96.0202,3.9798,119.42,0.9,bicubic -hrnet_w30.ms_in1k,224,84.5891,15.4109,96.3917,3.6083,37.71,0.875,bilinear -resnet50.bt_in1k,224,84.5848,15.4152,96.3597,3.6403,25.56,0.875,bicubic -regnety_032.pycls_in1k,224,84.5784,15.4216,96.4323,3.5677,19.44,0.875,bicubic -seresnext26t_32x4d.bt_in1k,288,84.5635,15.4365,96.3832,3.6168,16.81,0.95,bicubic -wide_resnet101_2.tv_in1k,224,84.5614,15.4386,96.3469,3.6531,126.89,0.875,bilinear -tf_mixnet_l.in1k,224,84.5549,15.4451,96.2466,3.7534,7.33,0.875,bicubic -hrnet_w18_small_v2.gluon_in1k,224,84.5443,15.4557,96.2871,3.7129,15.6,0.875,bicubic -dla60x.in1k,224,84.5315,15.4685,96.2935,3.7065,17.35,0.875,bilinear -seresnext26ts.ch_in1k,288,84.5229,15.4771,96.3277,3.6723,10.39,1.0,bicubic -vit_small_patch16_224.augreg_in1k,224,84.5101,15.4899,96.285,3.715,22.05,0.9,bicubic -legacy_seresnet101.in1k,224,84.4973,15.5027,96.3448,3.6552,49.33,0.875,bilinear -cs3darknet_focus_m.c2ns_in1k,288,84.4909,15.5091,96.4451,3.5549,9.3,0.95,bicubic -resnet50.a3_in1k,224,84.4802,15.5198,95.9861,4.0139,25.56,0.95,bicubic -resnet26t.ra2_in1k,256,84.4695,15.5305,96.2081,3.7919,16.01,0.94,bicubic -coat_lite_tiny.in1k,224,84.4653,15.5347,96.3661,3.6339,5.72,0.9,bicubic -tf_efficientnet_b1.in1k,240,84.461,15.539,96.0864,3.9136,7.79,0.882,bicubic -tf_efficientnet_em.in1k,240,84.4482,15.5518,96.1782,3.8218,6.9,0.882,bicubic -dpn68b.ra_in1k,224,84.4461,15.5539,96.159,3.841,12.61,0.95,bicubic -convnext_femto_ols.d1_in1k,224,84.4397,15.5603,96.2081,3.7919,5.23,0.875,bicubic -repvgg_b1.rvgg_in1k,224,84.4204,15.5796,96.2124,3.7876,57.42,0.875,bilinear -wide_resnet50_2.tv_in1k,224,84.414,15.586,96.2487,3.7513,68.88,0.875,bilinear -efficientnet_b1_pruned.in1k,240,84.3991,15.6009,96.1249,3.8751,6.33,0.882,bicubic -vit_base_patch16_224.augreg_in1k,224,84.3884,15.6116,96.0416,3.9584,86.57,0.9,bicubic -res2net50_26w_4s.in1k,224,84.3799,15.6201,96.0822,3.9178,25.7,0.875,bilinear -res2net50_14w_8s.in1k,224,84.3265,15.6735,96.0608,3.9392,25.06,0.875,bilinear -hardcorenas_f.miil_green_in1k,224,84.3265,15.6735,96.016,3.984,8.2,0.875,bilinear -hgnetv2_b0.ssld_stage2_ft_in1k,224,84.2795,15.7205,96.2893,3.7107,6.0,0.965,bicubic -selecsls60.in1k,224,84.2753,15.7247,96.0822,3.9178,30.67,0.875,bicubic -mobilevit_s.cvnets_in1k,256,84.2646,15.7354,96.2829,3.7171,5.58,0.9,bicubic -resnet101.a3_in1k,160,84.2603,15.7397,95.9605,4.0395,44.55,0.95,bicubic -regnetx_032.pycls_in1k,224,84.2432,15.7568,96.2508,3.7492,15.3,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,288,84.2411,15.7589,96.253,3.747,6.54,0.95,bicubic -eca_resnext26ts.ch_in1k,288,84.2347,15.7653,96.1889,3.8111,10.3,1.0,bicubic -mobileone_s3.apple_in1k,224,84.2326,15.7674,96.1185,3.8815,10.17,0.9,bilinear -convnextv2_atto.fcmae_ft_in1k,288,84.2304,15.7696,96.0565,3.9435,3.71,0.95,bicubic -res2next50.in1k,224,84.2197,15.7803,96.0074,3.9926,24.67,0.875,bilinear -convnext_atto_ols.a2_in1k,288,84.2091,15.7909,96.2359,3.7641,3.7,0.95,bicubic -resnet50c.gluon_in1k,224,84.2005,15.7995,96.1697,3.8303,25.58,0.875,bicubic -mobileone_s2.apple_in1k,224,84.192,15.808,96.0629,3.9371,7.88,0.9,bilinear -dla102.in1k,224,84.192,15.808,96.2017,3.7983,33.27,0.875,bilinear -gcresnext26ts.ch_in1k,256,84.1898,15.8102,96.0672,3.9328,10.48,0.9,bicubic -cs3darknet_m.c2ns_in1k,256,84.1706,15.8294,96.2466,3.7534,9.31,0.887,bicubic -ecaresnet50t.a3_in1k,160,84.1685,15.8315,95.9348,4.0652,25.57,0.95,bicubic -rexnet_100.nav_in1k,224,84.1536,15.8464,96.2679,3.7321,4.8,0.875,bicubic -densenetblur121d.ra_in1k,288,84.1493,15.8507,96.2444,3.7556,8.0,0.95,bicubic -fastvit_t8.apple_dist_in1k,256,84.1493,15.8507,96.0587,3.9413,4.03,0.9,bicubic -convnext_atto.d2_in1k,288,84.1471,15.8529,96.1975,3.8025,3.7,0.95,bicubic -seresnext26ts.ch_in1k,256,84.1386,15.8614,96.0651,3.9349,10.39,0.9,bicubic -inception_v3.tf_in1k,299,84.1365,15.8635,95.9156,4.0844,23.83,0.875,bicubic -tf_efficientnetv2_b1.in1k,192,84.1301,15.8699,96.0352,3.9648,8.14,0.882,bicubic -resnet34.ra4_e3600_r224_in1k,224,84.1258,15.8742,95.8558,4.1442,21.8,0.9,bicubic -res2net50_48w_2s.in1k,224,84.113,15.887,95.969,4.031,25.29,0.875,bilinear -ghostnetv2_160.in1k,224,84.113,15.887,96.2081,3.7919,12.39,0.875,bicubic -tf_efficientnet_lite2.in1k,260,84.1109,15.8891,96.0693,3.9307,6.09,0.89,bicubic -convnext_femto.d1_in1k,224,84.1066,15.8934,96.191,3.809,5.22,0.875,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,84.1044,15.8956,96.1932,3.8068,6.72,1.0,bicubic -resnet34d.ra2_in1k,224,84.0959,15.9041,95.9711,4.0289,21.82,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,224,84.0831,15.9169,96.2402,3.7598,6.0,0.965,bicubic -poolformer_s12.sail_in1k,224,84.0532,15.9468,96.174,3.826,11.92,0.9,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,84.0511,15.9489,95.9156,4.0844,21.8,0.9,bicubic -efficientnet_b0.ra_in1k,224,84.0404,15.9596,95.9669,4.0331,5.29,0.875,bicubic -resnet34.a2_in1k,288,84.0297,15.9703,95.9327,4.0673,21.8,1.0,bicubic -crossvit_9_dagger_240.in1k,240,84.0254,15.9746,96.0758,3.9242,8.78,0.875,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,84.0105,15.9895,96.0395,3.9605,24.01,0.875,bicubic -starnet_s3.in1k,224,84.0062,15.9938,96.1249,3.8751,5.75,0.875,bicubic -resnext50_32x4d.tv_in1k,224,83.9892,16.0108,95.9605,4.0395,25.03,0.875,bilinear -resnet50.gluon_in1k,224,83.9806,16.0194,96.0266,3.9734,25.56,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,256,83.9763,16.0237,96.0608,3.9392,9.3,0.887,bicubic -gmixer_24_224.ra3_in1k,224,83.9721,16.0279,95.8516,4.1484,24.72,0.875,bicubic -regnety_016.pycls_in1k,224,83.9721,16.0279,95.9989,4.0011,11.2,0.875,bicubic -hardcorenas_e.miil_green_in1k,224,83.9699,16.0301,95.9135,4.0865,8.07,0.875,bilinear -densenet161.tv_in1k,224,83.9443,16.0557,96.0138,3.9862,28.68,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,83.923,16.077,96.0992,3.9008,6.27,1.0,bicubic -mobilenetv2_120d.ra_in1k,224,83.9038,16.0962,95.9092,4.0908,5.83,0.875,bicubic -seresnext26t_32x4d.bt_in1k,224,83.8888,16.1112,95.9476,4.0524,16.81,0.875,bicubic -inception_v3.tf_adv_in1k,299,83.8781,16.1219,95.9348,4.0652,23.83,0.875,bicubic -resnext50_32x4d.a3_in1k,160,83.8781,16.1219,95.6253,4.3747,25.03,0.95,bicubic -resnet101.tv_in1k,224,83.8632,16.1368,95.8921,4.1079,44.55,0.875,bilinear -tinynet_a.in1k,192,83.8354,16.1646,95.8174,4.1826,6.19,0.875,bicubic -resnet26d.bt_in1k,288,83.8077,16.1923,95.9733,4.0267,16.01,0.95,bicubic -hardcorenas_d.miil_green_in1k,224,83.7949,16.2051,95.7171,4.2829,7.5,0.875,bilinear -inception_v3.tv_in1k,299,83.7906,16.2094,95.8943,4.1057,23.83,0.875,bicubic -dpn68b.mx_in1k,224,83.7607,16.2393,95.9754,4.0246,12.61,0.875,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,83.7479,16.2521,95.9412,4.0588,3.05,1.0,bicubic -seresnext26d_32x4d.bt_in1k,224,83.7415,16.2585,95.8388,4.1612,16.81,0.875,bicubic -dla60.in1k,224,83.7244,16.2756,95.922,4.078,22.04,0.875,bilinear -shvit_s3.in1k,224,83.7223,16.2777,95.8836,4.1164,14.25,0.875,bicubic -resnext26ts.ra2_in1k,288,83.7031,16.2969,95.9754,4.0246,10.3,1.0,bicubic -repvgg_b1g4.rvgg_in1k,224,83.6988,16.3012,96.0245,3.9755,39.97,0.875,bilinear -eca_resnext26ts.ch_in1k,256,83.6945,16.3055,95.9242,4.0758,10.3,0.9,bicubic -convmixer_1024_20_ks9_p14.in1k,224,83.6838,16.3162,95.8943,4.1057,24.38,0.96,bicubic -skresnet34.ra_in1k,224,83.6796,16.3204,95.9178,4.0822,22.28,0.875,bicubic -regnetx_008.tv2_in1k,224,83.6753,16.3247,95.9861,4.0139,7.26,0.965,bicubic -legacy_seresnet50.in1k,224,83.6689,16.3311,95.9711,4.0289,28.09,0.875,bilinear -tf_efficientnet_b0.ap_in1k,224,83.6582,16.3418,95.7939,4.2061,5.29,0.875,bicubic -seresnet50.a3_in1k,224,83.6454,16.3546,95.6786,4.3214,28.09,0.95,bicubic -repghostnet_150.in1k,224,83.6433,16.3567,95.9114,4.0886,6.58,0.875,bicubic -resnetrs50.tf_in1k,160,83.6411,16.3589,95.8324,4.1676,35.69,0.91,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,83.639,16.361,95.732,4.268,13.31,0.875,bicubic -resnet50d.a3_in1k,160,83.6326,16.3674,95.6381,4.3619,25.58,0.95,bicubic -densenet121.ra_in1k,288,83.6091,16.3909,96.0544,3.9456,7.98,0.95,bicubic -efficientnet_b1.ft_in1k,224,83.5899,16.4101,95.7704,4.2296,7.79,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,83.5707,16.4293,95.7555,4.2445,5.48,1.0,bicubic -resmlp_12_224.fb_in1k,224,83.5664,16.4336,95.7598,4.2402,15.35,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,83.5515,16.4485,95.7576,4.2424,5.29,0.875,bicubic -densenet201.tv_in1k,224,83.5493,16.4507,95.8046,4.1954,20.01,0.875,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,83.5429,16.4571,95.4352,4.5648,5.48,0.875,bilinear -mixnet_m.ft_in1k,224,83.5194,16.4806,95.6978,4.3022,5.01,0.875,bicubic -hrnet_w18.ms_in1k,224,83.5173,16.4827,95.8943,4.1057,21.3,0.875,bilinear -legacy_seresnext26_32x4d.in1k,224,83.513,16.487,95.7384,4.2616,16.79,0.875,bicubic -gernet_s.idstcv_in1k,224,83.5024,16.4976,95.7918,4.2082,8.17,0.875,bilinear -resnet34.bt_in1k,288,83.4853,16.5147,95.9605,4.0395,21.8,0.95,bicubic -densenetblur121d.ra_in1k,224,83.4853,16.5147,95.8131,4.1869,8.0,0.875,bicubic -resnext26ts.ra2_in1k,256,83.4661,16.5339,95.7341,4.2659,10.3,0.9,bicubic -selecsls42b.in1k,224,83.4639,16.5361,95.7427,4.2573,32.46,0.875,bicubic -efficientvit_m5.r224_in1k,224,83.4533,16.5467,95.8067,4.1933,12.47,0.875,bicubic -resnet34.a1_in1k,224,83.449,16.551,95.51,4.49,21.8,0.95,bicubic -efficientformerv2_s0.snap_dist_in1k,224,83.3977,16.6023,95.811,4.189,3.6,0.95,bicubic -hardcorenas_c.miil_green_in1k,224,83.3785,16.6215,95.7021,4.2979,5.52,0.875,bilinear -ghostnetv2_130.in1k,224,83.3593,16.6407,95.8324,4.1676,8.96,0.875,bicubic -tf_efficientnet_lite1.in1k,240,83.3444,16.6556,95.6487,4.3513,5.42,0.882,bicubic -tf_efficientnetv2_b0.in1k,192,83.276,16.724,95.6359,4.3641,7.14,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,83.2696,16.7304,95.6615,4.3385,6.27,0.9,bicubic -fastvit_t8.apple_in1k,256,83.2397,16.7603,95.8281,4.1719,4.03,0.9,bicubic -ghostnetv3_100.in1k,224,83.2269,16.7731,95.5142,4.4858,8.13,0.875,bicubic -tf_efficientnet_es.in1k,224,83.1928,16.8072,95.5826,4.4174,5.44,0.875,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,83.1928,16.8072,95.7448,4.2552,11.71,1.0,bicubic -tf_mixnet_m.in1k,224,83.1906,16.8094,95.4822,4.5178,5.01,0.875,bicubic -mobilenetv2_140.ra_in1k,224,83.1906,16.8094,95.668,4.332,6.11,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,224,83.1885,16.8115,95.5206,4.4794,3.71,0.875,bicubic -dpn68.mx_in1k,224,83.1821,16.8179,95.6317,4.3683,12.61,0.875,bicubic -regnetx_016.pycls_in1k,224,83.1821,16.8179,95.7512,4.2488,9.19,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,83.1586,16.8414,95.7149,4.2851,5.28,0.95,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,83.1394,16.8606,95.732,4.268,3.05,1.0,bicubic -levit_conv_128s.fb_dist_in1k,224,83.118,16.882,95.5847,4.4153,7.78,0.9,bicubic -resnet18d.ra4_e3600_r224_in1k,288,83.1095,16.8905,95.6978,4.3022,11.71,1.0,bicubic -ese_vovnet19b_dw.ra_in1k,224,83.101,16.899,95.7939,4.2061,6.54,0.875,bicubic -levit_128s.fb_dist_in1k,224,83.0775,16.9225,95.574,4.426,7.78,0.9,bicubic -resnet26d.bt_in1k,224,83.0519,16.9481,95.606,4.394,16.01,0.875,bicubic -convnext_atto_ols.a2_in1k,224,83.0049,16.9951,95.5356,4.4644,3.7,0.875,bicubic -repvgg_a2.rvgg_in1k,224,82.9963,17.0037,95.6018,4.3982,28.21,0.875,bilinear -convnext_atto.d2_in1k,224,82.9793,17.0207,95.7064,4.2936,3.7,0.875,bicubic -resnet50.tv_in1k,224,82.9686,17.0314,95.4737,4.5263,25.56,0.875,bilinear -resnet26.bt_in1k,288,82.9408,17.0592,95.7299,4.2701,16.0,0.95,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,82.9259,17.0741,95.6317,4.3683,4.23,0.95,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,82.9195,17.0805,95.4011,4.5989,5.48,0.95,bicubic -repghostnet_130.in1k,224,82.8981,17.1019,95.4459,4.5541,5.48,0.875,bicubic -hardcorenas_b.miil_green_in1k,224,82.8661,17.1339,95.3883,4.6117,5.18,0.875,bilinear -mobileone_s1.apple_in1k,224,82.8448,17.1552,95.5228,4.4772,4.83,0.9,bilinear -densenet121.ra_in1k,224,82.8149,17.1851,95.5826,4.4174,7.98,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,82.7935,17.2065,95.5676,4.4324,2.87,0.888,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,82.7871,17.2129,95.5036,4.4964,11.69,1.0,bicubic -resnet50.a3_in1k,160,82.7658,17.2342,95.0851,4.9149,25.56,0.95,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,82.6868,17.3132,95.8601,4.1399,6.36,1.0,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,320,82.6868,17.3132,95.5463,4.4537,3.77,1.0,bicubic -densenet169.tv_in1k,224,82.674,17.326,95.5676,4.4324,14.15,0.875,bicubic -regnety_004.tv2_in1k,224,82.6184,17.3816,95.5078,4.4922,4.34,0.965,bicubic -fasternet_t1.in1k,224,82.5928,17.4072,95.4971,4.5029,7.6,1.0,bicubic -tf_efficientnet_b0.in1k,224,82.5907,17.4093,95.4203,4.5797,5.29,0.875,bicubic -resnet34.a2_in1k,224,82.5736,17.4264,95.2495,4.7505,21.8,0.95,bicubic -edgenext_x_small.in1k,288,82.5693,17.4307,95.4267,4.5733,2.34,1.0,bicubic -inception_next_atto.sail_in1k,224,82.5544,17.4456,95.3498,4.6502,4.16,0.875,bicubic -mixnet_s.ft_in1k,224,82.5288,17.4712,95.3626,4.6374,4.13,0.875,bicubic -regnety_008.pycls_in1k,224,82.5074,17.4926,95.4886,4.5114,6.26,0.875,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,82.5031,17.4969,95.6744,4.3256,22.88,0.9,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,82.4028,17.5972,95.1812,4.8188,5.28,0.875,bicubic -resnest14d.gluon_in1k,224,82.3772,17.6228,95.3327,4.6673,10.61,0.875,bilinear -efficientnet_lite0.ra_in1k,224,82.3772,17.6228,95.2794,4.7206,4.65,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,82.3345,17.6655,95.2708,4.7292,5.26,0.875,bilinear -mobilenetv1_100.ra4_e3600_r224_in1k,224,82.2918,17.7082,95.0531,4.9469,4.23,0.875,bicubic -mobilenetv3_rw.rmsp_in1k,224,82.2704,17.7296,95.1769,4.8231,5.48,0.875,bicubic -efficientnet_es_pruned.in1k,224,82.2683,17.7317,95.3007,4.6993,5.44,0.875,bicubic -semnasnet_100.rmsp_in1k,224,82.264,17.736,95.2303,4.7697,3.89,0.875,bicubic -mobilenetv3_large_100.ra_in1k,224,82.1679,17.8321,95.1897,4.8103,5.48,0.875,bicubic -swiftformer_xs.dist_in1k,224,82.1658,17.8342,95.179,4.821,3.48,0.95,bicubic -resnet34.bt_in1k,224,82.1637,17.8363,95.0552,4.9448,21.8,0.875,bicubic -mobilenetv2_110d.ra_in1k,224,82.0804,17.9196,95.0637,4.9363,4.52,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,82.0612,17.9388,95.4929,4.5071,5.72,0.9,bicubic -shvit_s2.in1k,224,82.027,17.973,95.1897,4.8103,11.48,0.875,bicubic -tf_mixnet_s.in1k,224,82.027,17.973,95.1192,4.8808,4.13,0.875,bicubic -repvgg_b0.rvgg_in1k,224,82.0185,17.9815,95.1171,4.8829,15.82,0.875,bilinear -mixer_b16_224.goog_in21k_ft_in1k,224,82.0121,17.9879,94.4552,5.5448,59.88,0.875,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,82.0121,17.9879,95.1449,4.8551,5.91,0.9,bicubic -hrnet_w18_small_v2.ms_in1k,224,81.9694,18.0306,95.1662,4.8338,15.6,0.875,bilinear -starnet_s2.in1k,224,81.9672,18.0328,95.3413,4.6587,3.68,0.875,bicubic -tf_efficientnet_lite0.in1k,224,81.9566,18.0434,95.1619,4.8381,4.65,0.875,bicubic -resnet26.bt_in1k,224,81.9374,18.0626,95.2495,4.7505,16.0,0.875,bicubic -ghostnetv2_100.in1k,224,81.916,18.084,95.1064,4.8936,6.16,0.875,bicubic -seresnet50.a3_in1k,160,81.8925,18.1075,94.9612,5.0388,28.09,0.95,bicubic -edgenext_x_small.in1k,256,81.8904,18.1096,95.0296,4.9704,2.34,0.9,bicubic -tf_mobilenetv3_large_100.in1k,224,81.8541,18.1459,95.068,4.932,5.48,0.875,bilinear -tinynet_b.in1k,188,81.8349,18.1651,94.8801,5.1199,3.73,0.875,bicubic -pit_ti_distilled_224.in1k,224,81.79,18.21,95.0829,4.9171,5.1,0.9,bicubic -repghostnet_111.in1k,224,81.7559,18.2441,94.831,5.169,4.54,0.875,bicubic -densenet121.tv_in1k,224,81.7303,18.2697,95.0317,4.9683,7.98,0.875,bicubic -regnety_006.pycls_in1k,224,81.711,18.289,95.1086,4.8914,6.06,0.875,bicubic -regnetx_004_tv.tv2_in1k,224,81.6918,18.3082,95.0253,4.9747,5.5,0.965,bicubic -xcit_nano_12_p8_224.fb_in1k,224,81.6747,18.3253,95.258,4.742,3.05,1.0,bicubic -resnet18d.ra2_in1k,288,81.6726,18.3274,95.0445,4.9555,11.71,0.95,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,81.6683,18.3317,94.9911,5.0089,3.77,0.95,bicubic -resnet18d.ra4_e3600_r224_in1k,224,81.6598,18.3402,94.8694,5.1306,11.71,0.9,bicubic -dla34.in1k,224,81.6534,18.3466,94.863,5.137,15.74,0.875,bilinear -crossvit_9_240.in1k,240,81.6406,18.3594,94.9847,5.0153,8.55,0.875,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,224,81.6384,18.3616,94.9933,5.0067,11.71,0.9,bicubic -fbnetc_100.rmsp_in1k,224,81.5552,18.4448,94.9506,5.0494,5.57,0.875,bilinear -legacy_seresnet34.in1k,224,81.5445,18.4555,94.9015,5.0985,21.96,0.875,bilinear -mobilevit_xs.cvnets_in1k,256,81.5424,18.4576,95.0424,4.9576,2.32,0.9,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,81.5402,18.4598,94.8865,5.1135,3.77,0.95,bicubic -regnetx_008.pycls_in1k,224,81.5125,18.4875,95.0573,4.9427,7.26,0.875,bicubic -mnasnet_100.rmsp_in1k,224,81.4719,18.5281,94.8951,5.1049,4.38,0.875,bicubic -resnet34.gluon_in1k,224,81.4719,18.5281,94.7968,5.2032,21.8,0.875,bicubic -efficientvit_m4.r224_in1k,224,81.4548,18.5452,94.9805,5.0195,8.8,0.875,bicubic -vgg19_bn.tv_in1k,224,81.4378,18.5622,94.7755,5.2245,143.68,0.875,bilinear -mobilenetv4_conv_small.e1200_r224_in1k,256,81.4164,18.5836,95.0595,4.9405,3.77,0.95,bicubic -repvgg_a1.rvgg_in1k,224,81.2755,18.7245,94.705,5.295,14.09,0.875,bilinear -vit_base_patch32_224.augreg_in1k,224,81.1452,18.8548,94.436,5.564,88.22,0.9,bicubic -convit_tiny.fb_in1k,224,81.1324,18.8676,95.0573,4.9427,5.71,0.875,bicubic -starnet_s1.in1k,224,81.1175,18.8825,94.7798,5.2202,2.87,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,81.1175,18.8825,94.547,5.453,11.69,0.9,bicubic -crossvit_tiny_240.in1k,240,81.1068,18.8932,94.9762,5.0238,7.01,0.875,bicubic -resnet18.a1_in1k,288,81.047,18.953,94.372,5.628,11.69,1.0,bicubic -repghostnet_100.in1k,224,80.9381,19.0619,94.53,5.47,4.07,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,80.9253,19.0747,94.7776,5.2224,3.27,1.0,bicubic -spnasnet_100.rmsp_in1k,224,80.8634,19.1366,94.5193,5.4807,4.42,0.875,bilinear -resnet34.a3_in1k,224,80.8421,19.1579,94.3698,5.6302,21.8,0.95,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,80.8335,19.1665,94.5983,5.4017,3.77,0.875,bicubic -efficientvit_m3.r224_in1k,224,80.7033,19.2967,94.5428,5.4572,6.9,0.875,bicubic -ghostnet_100.in1k,224,80.6734,19.3266,94.3677,5.6323,5.18,0.875,bicubic -regnetx_006.pycls_in1k,224,80.6371,19.3629,94.53,5.47,6.2,0.875,bicubic -skresnet18.ra_in1k,224,80.6286,19.3714,94.3826,5.6174,11.96,0.875,bicubic -regnety_004.pycls_in1k,224,80.6222,19.3778,94.6944,5.3056,4.34,0.875,bicubic -pit_ti_224.in1k,224,80.6029,19.3971,94.5983,5.4017,4.85,0.9,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,80.5645,19.4355,94.7584,5.2416,11.69,0.875,bilinear -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,80.5624,19.4376,94.3805,5.6195,2.16,0.9,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,80.5432,19.4568,94.3826,5.6174,3.77,0.875,bicubic -vgg16_bn.tv_in1k,224,80.5325,19.4675,94.5769,5.4231,138.37,0.875,bilinear -semnasnet_075.rmsp_in1k,224,80.4919,19.5081,94.3293,5.6707,2.91,0.875,bicubic -hrnet_w18_small.gluon_in1k,224,80.4065,19.5935,94.024,5.976,13.19,0.875,bicubic -resnet18d.ra2_in1k,224,80.4001,19.5999,94.2567,5.7433,11.71,0.875,bicubic -resnet34.tv_in1k,224,80.3958,19.6042,94.4083,5.5917,21.8,0.875,bilinear -convnext_zepto_rms.ra4_e3600_r224_in1k,224,80.3211,19.6789,94.2118,5.7882,2.16,0.875,bicubic -resnet18.a2_in1k,288,80.2891,19.7109,94.0987,5.9013,11.69,1.0,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,80.2464,19.7536,94.3613,5.6387,3.05,1.0,bicubic -mobilenetv2_100.ra_in1k,224,80.225,19.775,94.2161,5.7839,3.5,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,80.2165,19.7835,93.8233,6.1767,88.22,0.9,bicubic -shvit_s1.in1k,224,80.1695,19.8305,94.2396,5.7604,6.33,0.875,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,80.1119,19.8881,94.5897,5.4103,11.69,0.875,bilinear -tf_mobilenetv3_large_075.in1k,224,80.0777,19.9223,94.182,5.818,3.99,0.875,bilinear -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,80.0457,19.9543,94.3399,5.6601,3.27,0.887,bicubic -deit_tiny_patch16_224.fb_in1k,224,80.0265,19.9735,94.4638,5.5362,5.72,0.9,bicubic -repvgg_a0.rvgg_in1k,224,79.5418,20.4582,93.7806,6.2194,9.11,0.875,bilinear -hrnet_w18_small.ms_in1k,224,79.5333,20.4667,93.9108,6.0892,13.19,0.875,bilinear -vgg19.tv_in1k,224,79.4863,20.5137,93.8681,6.1319,143.67,0.875,bilinear -regnetx_004.pycls_in1k,224,79.465,20.535,93.8788,6.1212,5.16,0.875,bicubic -resnet18.a1_in1k,224,79.45,20.55,93.6546,6.3454,11.69,0.95,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,79.2514,20.7486,93.7379,6.2621,3.92,0.875,bilinear -edgenext_xx_small.in1k,288,79.2109,20.7891,93.8233,6.1767,1.33,1.0,bicubic -legacy_seresnet18.in1k,224,79.1554,20.8446,93.7742,6.2258,11.78,0.875,bicubic -resnet14t.c3_in1k,224,79.1255,20.8745,93.5991,6.4009,10.08,0.95,bicubic -repghostnet_080.in1k,224,79.1127,20.8873,93.6823,6.3177,3.28,0.875,bicubic -vgg16.tv_in1k,224,79.0294,20.9706,93.6525,6.3475,138.36,0.875,bilinear -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,79.0145,20.9855,93.866,6.134,6.34,0.9,bicubic -vgg13_bn.tv_in1k,224,78.9846,21.0154,93.6396,6.3604,133.05,0.875,bilinear -lcnet_100.ra2_in1k,224,78.9141,21.0859,93.5436,6.4564,2.95,0.875,bicubic -pvt_v2_b0.in1k,224,78.7412,21.2588,93.8467,6.1533,3.67,0.9,bicubic -edgenext_xx_small.in1k,256,78.6985,21.3015,93.503,6.497,1.33,0.9,bicubic -efficientvit_m2.r224_in1k,224,78.6152,21.3848,93.5542,6.4458,4.19,0.875,bicubic -fasternet_t0.in1k,224,78.5533,21.4467,93.4646,6.5354,3.91,1.0,bicubic -mobileone_s0.apple_in1k,224,78.5084,21.4916,93.3343,6.6657,5.29,0.875,bilinear -resnet18.a2_in1k,224,78.4956,21.5044,93.3044,6.6956,11.69,0.95,bicubic -efficientvit_b0.r224_in1k,224,78.4337,21.5663,92.807,7.193,3.41,0.95,bicubic -tinynet_c.in1k,184,78.4209,21.5791,93.1358,6.8642,2.46,0.875,bicubic -resnet18.gluon_in1k,224,78.3867,21.6133,93.1315,6.8685,11.69,0.875,bicubic -resnet14t.c3_in1k,176,78.3291,21.6709,93.14,6.86,10.08,0.875,bicubic -resnet34.a3_in1k,160,78.3056,21.6944,93.2212,6.7788,21.8,0.95,bicubic -mobilevitv2_050.cvnets_in1k,256,78.1284,21.8716,93.5841,6.4159,1.37,0.888,bicubic -vgg11_bn.tv_in1k,224,77.9448,22.0552,93.2254,6.7746,132.87,0.875,bilinear -xcit_nano_12_p16_224.fb_in1k,224,77.9064,22.0936,93.4347,6.5653,3.05,1.0,bicubic -regnety_002.pycls_in1k,224,77.4132,22.5868,92.9159,7.0841,3.16,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,77.3064,22.6936,90.5438,9.4562,208.2,0.875,bicubic -resnet18.tv_in1k,224,77.2915,22.7085,92.76,7.24,11.69,0.875,bilinear -vgg13.tv_in1k,224,77.2381,22.7619,92.7066,7.2934,133.05,0.875,bilinear -mobilevit_xxs.cvnets_in1k,256,76.604,23.396,92.6767,7.3233,1.27,0.9,bicubic -resnet18.a3_in1k,224,76.446,23.554,92.2369,7.7631,11.69,0.95,bicubic -vgg11.tv_in1k,224,76.3969,23.6031,92.16,7.84,132.86,0.875,bilinear -efficientvit_m1.r224_in1k,224,76.3969,23.6031,92.5508,7.4492,2.98,0.875,bicubic -repghostnet_058.in1k,224,76.2624,23.7376,92.0618,7.9382,2.55,0.875,bicubic -resnet10t.c3_in1k,224,76.1684,23.8316,92.2284,7.7716,5.44,0.95,bicubic -regnetx_002.pycls_in1k,224,76.1193,23.8807,92.2049,7.7951,2.68,0.875,bicubic -lcnet_075.ra2_in1k,224,76.0531,23.9469,92.0832,7.9168,2.36,0.875,bicubic -dla60x_c.in1k,224,75.6709,24.3291,92.1643,7.8357,1.32,0.875,bilinear -mobilenetv3_small_100.lamb_in1k,224,74.8874,25.1126,91.4704,8.5296,2.54,0.875,bicubic -tf_mobilenetv3_small_100.in1k,224,74.7272,25.2728,91.274,8.726,2.54,0.875,bilinear -resnet10t.c3_in1k,176,74.5415,25.4585,91.1758,8.8242,5.44,0.875,bicubic -tinynet_d.in1k,152,74.2639,25.7361,90.8769,9.1231,2.34,0.875,bicubic -repghostnet_050.in1k,224,74.2575,25.7425,90.8256,9.1744,2.31,0.875,bicubic -mnasnet_small.lamb_in1k,224,73.8092,26.1908,90.7061,9.2939,2.03,0.875,bicubic -dla46x_c.in1k,224,73.6448,26.3552,91.1224,8.8776,1.07,0.875,bilinear -resnet18.a3_in1k,160,73.6341,26.3659,90.6185,9.3815,11.69,0.95,bicubic -mobilenetv2_050.lamb_in1k,224,73.4462,26.5538,90.3218,9.6782,1.97,0.875,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,256,73.4185,26.5815,90.6869,9.3131,2.24,0.95,bicubic -tf_mobilenetv3_small_075.in1k,224,72.81,27.19,90.0122,9.9878,2.04,0.875,bilinear -dla46_c.in1k,224,72.6114,27.3886,90.5032,9.4968,1.3,0.875,bilinear -mobilenetv3_small_075.lamb_in1k,224,72.336,27.664,89.694,10.306,2.04,0.875,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,224,72.1694,27.8306,89.8307,10.1693,2.24,0.875,bicubic -efficientvit_m0.r224_in1k,224,71.1169,28.8831,89.5788,10.4212,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,70.4464,29.5536,88.8272,11.1728,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,70.0685,29.9315,88.5176,11.4824,2.04,0.875,bilinear -tinynet_e.in1k,106,66.8318,33.1682,86.2587,13.7413,2.04,0.875,bicubic -mobilenetv3_small_050.lamb_in1k,224,64.6988,35.3012,84.8389,15.1611,1.59,0.875,bicubic -test_vit3.r160_in1k,160,64.4213,35.5787,85.5755,14.4245,0.93,0.95,bicubic -test_convnext2.r160_in1k,160,60.9625,39.0375,83.8653,16.1347,0.48,0.95,bicubic -test_convnext3.r160_in1k,160,60.8429,39.1571,83.7799,16.2201,0.47,0.95,bicubic -test_convnext.r160_in1k,160,54.7815,45.2185,79.7105,20.2895,0.27,0.95,bicubic -test_nfnet.r160_in1k,160,54.5722,45.4278,78.7775,21.2225,0.38,0.95,bicubic -test_efficientnet_evos.r160_in1k,160,52.9816,47.0184,76.8089,23.1911,0.36,0.95,bicubic -test_efficientnet.r160_in1k,160,52.9432,47.0568,76.9029,23.0971,0.36,0.95,bicubic -test_byobnet.r160_in1k,160,52.3881,47.6119,76.7854,23.2146,0.46,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,50.2381,49.7619,74.96,25.04,0.36,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,50.1954,49.8046,75.2866,24.7134,0.36,0.95,bicubic -test_vit2.r160_in1k,160,48.4339,51.5661,74.4689,25.5311,0.46,0.95,bicubic -test_resnet.r160_in1k,160,47.9108,52.0892,73.8476,26.1524,0.47,0.95,bilinear -test_vit.r160_in1k,160,47.0867,52.9133,72.8036,27.1964,0.37,0.95,bicubic -resmlp_12_224.fb_dino,224,0.158,99.842,0.7772,99.2228,15.35,0.875,bicubic -resmlp_24_224.fb_dino,224,0.1174,99.8826,0.6362,99.3638,30.02,0.875,bicubic +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,91.144,8.856,98.725,1.275,305.08,1.000,bicubic,+1.088,-0.329,0 +eva_giant_patch14_336.clip_ft_in1k,336,91.078,8.922,98.604,1.396,"1,013.01",1.000,bicubic,+1.616,-0.224,+5 +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,91.050,8.950,98.685,1.315,305.08,1.000,bicubic,+1.094,-0.329,-1 +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,90.950,9.050,98.674,1.326,"1,014.45",1.000,bicubic,+1.159,-0.316,-1 +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.939,9.061,98.648,1.351,414.14,1.000,bicubic,+1.883,-0.103,+5 +eva02_large_patch14_448.mim_in22k_ft_in1k,448,90.930,9.070,98.678,1.322,305.08,1.000,bicubic,+1.296,-0.276,-2 +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,90.911,9.089,98.811,1.189,87.12,1.000,bicubic,+2.233,+0.085,+7 +eva_large_patch14_336.in22k_ft_in1k,336,90.907,9.093,98.781,1.219,304.53,1.000,bicubic,+2.227,+0.067,+5 +eva_giant_patch14_224.clip_ft_in1k,224,90.896,9.104,98.683,1.317,"1,012.56",0.900,bicubic,+2.000,+0.011,+2 +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,90.896,9.104,98.661,1.339,"1,013.01",1.000,bicubic,+1.330,-0.291,-5 +eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.885,9.115,98.659,1.341,305.08,1.000,bicubic,+1.335,-0.265,-5 +eva_large_patch14_336.in22k_ft_in22k_in1k,336,90.877,9.123,98.721,1.279,304.53,1.000,bicubic,+1.639,-0.127,-3 +caformer_b36.sail_in22k_ft_in1k_384,384,90.804,9.196,98.862,1.138,98.75,1.000,bicubic,+2.746,+0.272,+24 +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.798,9.202,98.687,1.313,429.38,1.000,bicubic,+1.388,-0.167,-6 +eva02_base_patch14_448.mim_in22k_ft_in1k,448,90.789,9.211,98.738,1.262,87.12,1.000,bicubic,+2.527,+0.168,+12 +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,90.717,9.283,98.742,1.258,136.50,1.000,bicubic,+2.643,+0.184,+20 +beit_large_patch16_512.in22k_ft_in22k_in1k,512,90.715,9.285,98.770,1.230,305.67,1.000,bicubic,+2.139,+0.114,+2 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,90.702,9.298,98.821,1.179,200.13,1.000,bicubic,+2.368,+0.247,+6 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,90.670,9.330,98.762,1.238,200.13,1.000,bicubic,+2.780,+0.314,+25 +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.668,9.332,98.806,1.194,846.47,1.000,bicubic,+2.046,+0.088,-3 +regnety_1280.swag_ft_in1k,384,90.661,9.339,98.819,1.181,644.81,1.000,bicubic,+2.433,+0.135,+10 +volo_d5_512.sail_in1k,512,90.633,9.367,98.702,1.298,296.09,1.150,bicubic,+3.566,+0.732,+57 +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,90.614,9.386,98.772,1.228,136.33,1.000,bicubic,+2.682,+0.272,+18 +beit_large_patch16_384.in22k_ft_in22k_in1k,384,90.599,9.401,98.772,1.228,305.00,1.000,bicubic,+2.219,+0.168,-2 +volo_d5_448.sail_in1k,448,90.587,9.414,98.691,1.309,295.91,1.150,bicubic,+3.612,+0.763,+60 +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.576,9.424,98.623,1.377,116.14,1.000,bicubic,+2.766,+0.257,+21 +tf_efficientnet_l2.ns_jft_in1k,800,90.569,9.431,98.777,1.223,480.31,0.960,bicubic,+2.209,+0.121,-4 +maxvit_base_tf_512.in21k_ft_in1k,512,90.567,9.433,98.702,1.298,119.88,1.000,bicubic,+2.353,+0.164,+4 +eva_large_patch14_196.in22k_ft_in22k_in1k,196,90.561,9.439,98.700,1.300,304.14,1.000,bicubic,+1.971,+0.038,-11 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,90.557,9.443,98.800,1.200,200.13,1.000,bicubic,+2.587,+0.326,+9 +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,90.548,9.452,98.674,1.326,304.53,1.000,bicubic,+2.288,+0.150,-3 +convnext_xlarge.fb_in22k_ft_in1k_384,384,90.540,9.460,98.770,1.230,350.20,1.000,bicubic,+2.776,+0.218,+16 +eva_large_patch14_196.in22k_ft_in1k,196,90.527,9.473,98.768,1.232,304.14,1.000,bicubic,+2.575,+0.278,+6 +tf_efficientnet_l2.ns_jft_in1k_475,475,90.527,9.473,98.708,1.292,480.31,0.936,bicubic,+2.281,+0.154,-4 +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,90.525,9.475,98.704,1.296,660.29,1.000,bicubic,+1.665,-0.036,-23 +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,90.520,9.480,98.796,1.204,101.66,1.000,bicubic,+3.012,+0.368,+19 +volo_d4_448.sail_in1k,448,90.510,9.490,98.595,1.405,193.41,1.150,bicubic,+3.722,+0.715,+61 +maxvit_xlarge_tf_512.in21k_ft_in1k,512,90.505,9.495,98.597,1.403,475.77,1.000,bicubic,+1.965,-0.053,-18 +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.503,9.497,98.627,1.373,632.46,1.000,bicubic,+1.869,-0.041,-23 +beit3_large_patch16_224.in22k_ft_in1k,224,90.493,9.507,98.653,1.347,304.57,1.000,bicubic,+2.865,+0.319,+11 +convformer_b36.sail_in22k_ft_in1k_384,384,90.486,9.514,98.772,1.228,99.88,1.000,bicubic,+2.880,+0.348,+12 +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,90.482,9.518,98.702,1.298,304.57,1.000,bicubic,+2.948,+0.338,+12 +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,90.475,9.524,98.683,1.317,660.29,1.000,bicubic,+1.809,-0.051,-28 +caformer_m36.sail_in22k_ft_in1k_384,384,90.473,9.527,98.670,1.330,56.20,1.000,bicubic,+3.003,+0.362,+16 +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,90.444,9.556,98.749,1.251,87.92,1.000,bicubic,+3.302,+0.521,+32 +caformer_b36.sail_in22k_ft_in1k,224,90.441,9.559,98.766,1.234,98.75,1.000,bicubic,+2.991,+0.430,+16 +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.441,9.559,98.747,1.253,116.09,1.000,bicubic,+2.961,+0.371,+11 +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.439,9.561,98.640,1.360,632.05,1.000,bicubic,+2.151,+0.090,-22 +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,90.435,9.565,98.689,1.311,64.27,1.000,bicubic,+2.997,+0.433,+14 +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.428,9.572,98.644,1.356,304.53,1.000,bicubic,+2.239,+0.078,-17 +beit_base_patch16_384.in22k_ft_in22k_in1k,384,90.407,9.593,98.738,1.262,86.74,1.000,bicubic,+3.593,+0.602,+45 +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,90.394,9.606,98.646,1.354,73.88,1.000,bicubic,+3.006,+0.334,+13 +convnextv2_base.fcmae_ft_in22k_in1k_384,384,90.375,9.625,98.666,1.334,88.72,1.000,bicubic,+2.737,+0.250,-4 +maxvit_large_tf_512.in21k_ft_in1k,512,90.375,9.625,98.640,1.360,212.33,1.000,bicubic,+2.139,+0.032,-23 +maxvit_xlarge_tf_384.in21k_ft_in1k,384,90.373,9.627,98.582,1.418,475.32,1.000,bicubic,+2.071,+0.044,-30 +maxvit_base_tf_384.in21k_ft_in1k,384,90.369,9.631,98.680,1.319,119.65,1.000,bicubic,+2.439,+0.134,-14 +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,90.362,9.638,98.666,1.334,304.20,1.000,bicubic,+2.200,+0.128,-22 +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,90.362,9.638,98.582,1.418,304.43,0.950,bicubic,+1.956,-0.020,-37 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,90.358,9.642,98.770,1.230,88.59,1.000,bicubic,+3.214,+0.542,+16 +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,90.354,9.646,98.736,1.264,149.39,1.000,bicubic,+3.050,+0.402,+9 +convnextv2_large.fcmae_ft_in22k_in1k_384,384,90.354,9.646,98.646,1.354,197.96,1.000,bicubic,+2.174,+0.126,-26 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,90.350,9.650,98.648,1.351,200.13,1.000,bicubic,+3.006,+0.427,+6 +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,90.345,9.655,98.775,1.226,136.06,1.000,bicubic,+3.027,+0.447,+6 +convnext_base.fb_in22k_ft_in1k_384,384,90.343,9.657,98.796,1.204,88.59,1.000,bicubic,+3.517,+0.552,+31 +vit_large_patch14_clip_336.laion2b_ft_in1k,336,90.341,9.659,98.595,1.405,304.53,1.000,bicubic,+2.471,+0.235,-20 +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.326,9.674,98.670,1.330,304.20,1.000,bicubic,+2.426,+0.262,-23 +maxvit_large_tf_384.in21k_ft_in1k,384,90.317,9.682,98.670,1.330,212.03,1.000,bicubic,+2.323,+0.094,-29 +caformer_s36.sail_in22k_ft_in1k_384,384,90.315,9.685,98.806,1.194,39.30,1.000,bicubic,+3.455,+0.587,+23 +vit_large_patch14_clip_224.openai_ft_in1k,224,90.311,9.689,98.642,1.358,304.20,1.000,bicubic,+2.453,+0.212,-23 +convnext_large.fb_in22k_ft_in1k_384,384,90.307,9.693,98.666,1.334,197.77,1.000,bicubic,+2.851,+0.286,-9 +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,90.279,9.721,98.764,1.236,134.42,1.000,bicubic,+2.909,+0.450,-4 +convformer_b36.sail_in22k_ft_in1k,224,90.251,9.749,98.702,1.298,99.88,1.000,bicubic,+3.259,+0.538,+11 +convformer_m36.sail_in22k_ft_in1k_384,384,90.251,9.749,98.657,1.343,57.05,1.000,bicubic,+3.383,+0.535,+17 +deit3_large_patch16_384.fb_in22k_ft_in1k,384,90.247,9.753,98.629,1.371,304.76,1.000,bicubic,+2.511,+0.121,-25 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,90.241,9.759,98.783,1.217,93.59,1.000,bicubic,+3.519,+0.599,+27 +dm_nfnet_f6.dm_in1k,576,90.241,9.759,98.629,1.371,438.36,0.956,bicubic,+3.877,+0.729,+56 +convnextv2_huge.fcmae_ft_in1k,288,90.236,9.764,98.550,1.450,660.29,1.000,bicubic,+3.618,+0.540,+31 +vit_large_patch16_384.augreg_in21k_ft_in1k,384,90.219,9.781,98.653,1.347,304.72,1.000,bicubic,+3.123,+0.351,0 +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,90.215,9.785,98.636,1.364,632.13,1.000,bicubic,+3.035,+0.372,-5 +tf_efficientnetv2_l.in21k_ft_in1k,480,90.213,9.787,98.725,1.275,118.52,1.000,bicubic,+3.411,+0.601,+17 +nextvit_large.bd_ssld_6m_in1k_384,384,90.211,9.789,98.794,1.206,57.87,1.000,bicubic,+3.667,+0.668,+32 +regnety_320.swag_ft_in1k,384,90.211,9.789,98.772,1.228,145.05,1.000,bicubic,+3.381,+0.410,+13 +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,90.207,9.793,98.651,1.349,86.86,0.950,bicubic,+3.177,+0.465,-3 +vit_base_patch16_clip_384.laion2b_ft_in1k,384,90.192,9.809,98.698,1.302,86.86,1.000,bicubic,+3.553,+0.690,+22 +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,90.192,9.809,98.610,1.390,196.74,1.000,bicubic,+2.718,+0.346,-26 +nextvit_base.bd_ssld_6m_in1k_384,384,90.187,9.813,98.813,1.187,44.82,1.000,bicubic,+3.815,+0.773,+45 +cait_m48_448.fb_dist_in1k,448,90.181,9.819,98.480,1.520,356.46,1.000,bicubic,+3.701,+0.732,+35 +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,90.179,9.821,98.555,1.445,632.05,1.000,bicubic,+2.567,+0.329,-37 +volo_d3_448.sail_in1k,448,90.179,9.821,98.542,1.458,86.63,1.000,bicubic,+3.665,+0.832,+31 +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,90.174,9.826,98.567,1.433,86.86,1.000,bicubic,+2.964,+0.535,-17 +beit_large_patch16_224.in22k_ft_in22k_in1k,224,90.159,9.841,98.725,1.275,304.43,0.900,bicubic,+2.673,+0.407,-35 +tf_efficientnet_b7.ns_jft_in1k,600,90.159,9.841,98.606,1.394,66.35,0.949,bicubic,+3.309,+0.526,+1 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,90.149,9.851,98.713,1.287,101.66,1.000,bicubic,+3.233,+0.475,-5 +dm_nfnet_f6.dm_in1k,448,90.123,9.877,98.578,1.422,438.36,0.956,bicubic,+3.967,+0.816,+56 +beitv2_large_patch16_224.in1k_ft_in1k,224,90.112,9.887,98.437,1.563,304.43,0.950,bicubic,+2.698,+0.221,-31 +vit_large_patch14_clip_224.laion2b_ft_in1k,224,90.104,9.896,98.555,1.445,304.20,1.000,bicubic,+2.816,+0.319,-25 +convnext_xlarge.fb_in22k_ft_in1k,288,90.095,9.905,98.629,1.371,350.20,1.000,bicubic,+2.717,+0.299,-31 +caformer_b36.sail_in1k_384,384,90.068,9.932,98.516,1.484,98.75,1.000,bicubic,+3.668,+0.692,+28 +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,90.066,9.934,98.663,1.337,196.74,1.000,bicubic,+2.924,+0.435,-23 +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,90.063,9.937,98.710,1.290,87.90,1.000,bicubic,+3.621,+0.642,+24 +convnextv2_base.fcmae_ft_in22k_in1k,288,90.063,9.937,98.670,1.330,88.72,1.000,bicubic,+3.069,+0.502,-18 +convformer_s36.sail_in22k_ft_in1k_384,384,90.049,9.951,98.627,1.373,40.01,1.000,bicubic,+3.675,+0.647,+28 +cait_m36_384.fb_dist_in1k,384,90.049,9.951,98.484,1.516,271.22,1.000,bicubic,+3.989,+0.752,+55 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,90.034,9.966,98.698,1.302,93.59,1.000,bicubic,+3.510,+0.664,+14 +tiny_vit_21m_512.dist_in22k_ft_in1k,512,90.031,9.969,98.482,1.518,21.27,1.000,bicubic,+3.587,+0.598,+19 +tf_efficientnetv2_m.in21k_ft_in1k,480,90.016,9.984,98.661,1.339,54.14,1.000,bicubic,+4.002,+0.705,+59 +hgnetv2_b6.ssld_stage1_in22k_in1k,288,90.008,9.992,98.689,1.311,75.26,1.000,bicubic,+3.708,+0.747,+27 +deit3_large_patch16_224.fb_in22k_ft_in1k,224,90.008,9.992,98.661,1.339,304.37,1.000,bicubic,+3.018,+0.415,-23 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,90.006,9.994,98.713,1.287,93.59,0.950,bicubic,+3.476,+0.619,+8 +convnextv2_large.fcmae_ft_in22k_in1k,288,90.001,9.998,98.631,1.369,197.96,1.000,bicubic,+2.507,+0.271,-54 +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,90.001,9.998,98.602,1.399,64.11,0.950,bicubic,+3.393,+0.668,-1 +convnext_base.clip_laiona_augreg_ft_in1k_384,384,89.999,10.001,98.548,1.452,88.59,1.000,bicubic,+3.509,+0.588,+9 +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,89.993,10.007,98.631,1.369,134.13,0.950,bicubic,+3.273,+0.607,-10 +nextvit_small.bd_ssld_6m_in1k_384,384,89.984,10.016,98.713,1.287,31.76,1.000,bicubic,+4.018,+0.809,+55 +convnextv2_large.fcmae_ft_in22k_in1k,224,89.982,10.018,98.544,1.456,197.96,0.875,bicubic,+2.716,+0.304,-43 +convnext_xlarge.fb_in22k_ft_in1k,224,89.978,10.022,98.578,1.422,350.20,0.875,bicubic,+3.008,+0.374,-30 +hiera_huge_224.mae_in1k_ft_in1k,224,89.978,10.022,98.367,1.633,672.78,0.900,bicubic,+3.138,+0.359,-24 +maxvit_base_tf_512.in1k,512,89.972,10.028,98.444,1.556,119.88,1.000,bicubic,+3.374,+0.519,-6 +vit_base_patch16_384.augreg_in21k_ft_in1k,384,89.969,10.030,98.678,1.322,86.86,1.000,bicubic,+3.959,+0.680,+47 +convnextv2_large.fcmae_ft_in1k,288,89.961,10.039,98.548,1.452,197.96,1.000,bicubic,+3.829,+0.728,+32 +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.950,10.050,98.427,1.573,116.14,0.950,bicubic,+3.042,+0.422,-32 +caformer_m36.sail_in1k_384,384,89.942,10.058,98.448,1.552,56.20,1.000,bicubic,+3.778,+0.636,+27 +convnext_small.fb_in22k_ft_in1k_384,384,89.927,10.073,98.691,1.309,50.22,1.000,bicubic,+4.175,+0.813,+69 +regnety_160.swag_ft_in1k,384,89.918,10.082,98.640,1.360,83.59,1.000,bicubic,+3.898,+0.594,+39 +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,89.918,10.082,98.505,1.494,196.74,0.900,bicubic,+2.984,+0.400,-37 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,89.908,10.092,98.655,1.345,101.66,1.000,bicubic,+3.266,+0.505,-22 +efficientnet_b5.sw_in12k_ft_in1k,448,89.901,10.099,98.572,1.428,30.39,1.000,bicubic,+4.007,+0.830,+47 +hgnet_base.ssld_in1k,288,89.899,10.101,98.535,1.465,71.58,1.000,bicubic,+4.411,+0.905,+86 +xcit_large_24_p8_384.fb_dist_in1k,384,89.897,10.103,98.377,1.623,188.93,1.000,bicubic,+3.873,+0.687,+34 +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,89.893,10.107,98.659,1.341,87.92,0.900,bicubic,+3.623,+0.753,+7 +convnext_large.fb_in22k_ft_in1k,288,89.891,10.110,98.608,1.392,197.77,1.000,bicubic,+2.879,+0.396,-50 +deit3_base_patch16_384.fb_in22k_ft_in1k,384,89.888,10.112,98.602,1.399,86.88,1.000,bicubic,+3.146,+0.492,-31 +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,89.882,10.118,98.484,1.516,60.60,1.000,bicubic,+3.264,+0.516,-26 +volo_d5_224.sail_in1k,224,89.876,10.124,98.490,1.510,295.46,0.960,bicubic,+3.800,+0.916,+23 +convnextv2_huge.fcmae_ft_in1k,224,89.876,10.124,98.412,1.589,660.29,0.875,bicubic,+3.615,+0.660,+3 +convnext_base.fb_in22k_ft_in1k,288,89.873,10.127,98.698,1.302,88.59,1.000,bicubic,+3.571,+0.610,-2 +hgnetv2_b6.ssld_stage2_ft_in1k,288,89.858,10.142,98.627,1.373,75.26,1.000,bicubic,+3.478,+0.685,-9 +caformer_m36.sail_in22k_ft_in1k,224,89.854,10.146,98.585,1.415,56.20,1.000,bicubic,+3.248,+0.547,-27 +tiny_vit_21m_384.dist_in22k_ft_in1k,384,89.848,10.152,98.497,1.503,21.23,1.000,bicubic,+3.760,+0.781,+17 +convnextv2_base.fcmae_ft_in22k_in1k,224,89.839,10.161,98.546,1.454,88.72,0.875,bicubic,+3.087,+0.526,-40 +efficientvit_l2.r384_in1k,384,89.835,10.165,98.185,1.815,63.71,1.000,bicubic,+3.851,+0.675,+27 +convnext_large.fb_in22k_ft_in1k,224,89.831,10.169,98.512,1.488,197.77,0.875,bicubic,+3.219,+0.476,-33 +cait_s36_384.fb_dist_in1k,384,89.829,10.171,98.431,1.569,68.37,1.000,bicubic,+4.371,+0.951,+73 +convformer_m36.sail_in22k_ft_in1k,224,89.826,10.174,98.561,1.439,57.05,1.000,bicubic,+3.674,+0.709,+7 +coatnet_2_rw_224.sw_in12k_ft_in1k,224,89.824,10.176,98.531,1.469,73.87,0.950,bicubic,+3.242,+0.635,-32 +xcit_medium_24_p8_384.fb_dist_in1k,384,89.809,10.191,98.367,1.633,84.32,1.000,bicubic,+3.967,+0.765,+33 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,89.805,10.195,98.655,1.345,88.59,1.000,bicubic,+3.427,+0.679,-18 +maxvit_large_tf_512.in1k,512,89.805,10.195,98.345,1.655,212.33,1.000,bicubic,+3.271,+0.461,-32 +hgnetv2_b6.ssld_stage1_in22k_in1k,224,89.799,10.201,98.599,1.401,75.26,0.965,bicubic,+3.747,+0.793,+10 +volo_d4_224.sail_in1k,224,89.799,10.201,98.422,1.578,192.96,0.960,bicubic,+3.931,+0.958,+26 +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.796,10.204,98.520,1.480,64.11,0.950,bicubic,+3.599,+0.632,-6 +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,89.790,10.210,98.516,1.484,329.09,1.000,bicubic,+3.602,+0.588,-6 +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,89.786,10.214,98.648,1.351,196.53,0.900,bicubic,+3.466,+0.758,-20 +volo_d2_384.sail_in1k,384,89.784,10.216,98.407,1.593,58.87,1.000,bicubic,+3.730,+0.825,+5 +tf_efficientnetv2_xl.in21k_ft_in1k,512,89.784,10.216,98.294,1.706,208.12,1.000,bicubic,+3.030,+0.280,-56 +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,89.777,10.223,98.473,1.527,73.88,0.950,bicubic,+3.239,+0.579,-41 +tf_efficientnet_b6.ns_jft_in1k,528,89.771,10.229,98.527,1.473,43.04,0.942,bicubic,+3.295,+0.663,-34 +caformer_s18.sail_in22k_ft_in1k_384,384,89.762,10.238,98.578,1.422,26.34,1.000,bicubic,+4.320,+0.860,+60 +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,89.758,10.242,98.593,1.407,86.53,0.900,bicubic,+3.264,+0.537,-39 +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,89.752,10.248,98.516,1.484,86.58,0.900,bicubic,+3.500,+0.676,-22 +xcit_small_24_p8_384.fb_dist_in1k,384,89.752,10.248,98.420,1.580,47.63,1.000,bicubic,+4.172,+0.872,+44 +caformer_s36.sail_in22k_ft_in1k,224,89.747,10.253,98.653,1.347,39.30,1.000,bicubic,+3.967,+0.821,+24 +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.741,10.259,98.484,1.516,116.09,0.950,bicubic,+3.101,+0.470,-58 +dm_nfnet_f4.dm_in1k,512,89.741,10.259,98.405,1.595,316.07,0.951,bicubic,+3.903,+0.629,+17 +regnety_160.lion_in12k_ft_in1k,288,89.728,10.272,98.610,1.390,83.59,1.000,bicubic,+3.724,+0.776,+2 +dm_nfnet_f5.dm_in1k,544,89.728,10.272,98.435,1.565,377.21,0.954,bicubic,+3.626,+0.677,-12 +convformer_m36.sail_in1k_384,384,89.720,10.280,98.444,1.556,57.05,1.000,bicubic,+4.140,+0.871,+38 +efficientvit_l3.r384_in1k,384,89.720,10.280,98.014,1.986,246.04,1.000,bicubic,+3.324,+0.374,-41 +volo_d1_384.sail_in1k,384,89.711,10.289,98.290,1.710,26.78,1.000,bicubic,+4.449,+1.072,+69 +caformer_s36.sail_in1k_384,384,89.698,10.302,98.313,1.687,39.30,1.000,bicubic,+3.936,+0.647,+20 +deit3_large_patch16_384.fb_in1k,384,89.692,10.308,98.401,1.599,304.76,1.000,bicubic,+3.872,+0.799,+11 +vit_base_patch16_clip_384.openai_ft_in1k,384,89.690,10.310,98.516,1.484,86.86,1.000,bicubic,+3.480,+0.622,-30 +hgnetv2_b6.ssld_stage2_ft_in1k,224,89.686,10.315,98.557,1.443,75.26,0.965,bicubic,+3.480,+0.747,-30 +convnext_base.clip_laion2b_augreg_ft_in1k,256,89.677,10.323,98.476,1.524,88.59,1.000,bicubic,+3.493,+0.802,-26 +convnext_base.fb_in22k_ft_in1k,224,89.675,10.325,98.542,1.458,88.59,0.875,bicubic,+3.861,+0.686,+6 +xcit_large_24_p16_384.fb_dist_in1k,384,89.675,10.325,98.407,1.593,189.10,1.000,bicubic,+3.897,+0.877,+11 +convformer_b36.sail_in1k_384,384,89.675,10.325,98.384,1.616,99.88,1.000,bicubic,+3.905,+0.862,+14 +nextvit_large.bd_ssld_6m_in1k,224,89.668,10.332,98.634,1.366,57.87,0.950,bicubic,+4.154,+1.146,+32 +tf_efficientnet_b5.ns_jft_in1k,456,89.662,10.338,98.488,1.512,30.39,0.934,bicubic,+3.566,+0.744,-24 +hgnetv2_b5.ssld_stage2_ft_in1k,288,89.649,10.351,98.490,1.510,39.57,1.000,bicubic,+4.491,+0.903,+70 +regnety_2560.seer_ft_in1k,384,89.630,10.370,98.403,1.597,"1,282.60",1.000,bicubic,+4.486,+0.959,+72 +dm_nfnet_f3.dm_in1k,416,89.628,10.372,98.461,1.539,254.92,0.940,bicubic,+3.952,+0.885,+14 +convnext_small.in12k_ft_in1k_384,384,89.621,10.379,98.450,1.550,50.22,1.000,bicubic,+3.435,+0.530,-36 +maxvit_base_tf_384.in1k,384,89.606,10.393,98.322,1.678,119.65,1.000,bicubic,+3.316,+0.520,-48 +regnety_160.sw_in12k_ft_in1k,288,89.598,10.402,98.557,1.443,83.59,1.000,bicubic,+3.570,+0.721,-23 +volo_d3_224.sail_in1k,224,89.589,10.411,98.371,1.629,86.33,0.960,bicubic,+4.149,+1.097,+33 +tf_efficientnetv2_l.in21k_ft_in1k,384,89.587,10.413,98.503,1.497,118.52,1.000,bicubic,+3.741,+0.737,-10 +convformer_s18.sail_in22k_ft_in1k_384,384,89.585,10.415,98.531,1.469,26.77,1.000,bicubic,+4.581,+0.959,+83 +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,89.583,10.417,98.409,1.591,86.57,0.950,bicubic,+3.379,+0.647,-45 +maxvit_large_tf_384.in1k,384,89.583,10.417,98.185,1.815,212.03,1.000,bicubic,+3.341,+0.501,-50 +tf_efficientnet_b8.ap_in1k,672,89.581,10.419,98.303,1.697,87.41,0.954,bicubic,+4.223,+1.005,+39 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,89.579,10.421,98.486,1.514,93.59,0.875,bicubic,+3.623,+0.662,-21 +efficientnet_h_b5.sw_r448_e450_in1k,576,89.577,10.423,98.420,1.580,45.88,1.000,bicubic,+4.635,+1.030,+86 +efficientvit_l2.r288_in1k,288,89.564,10.436,98.061,1.939,63.71,1.000,bicubic,+3.950,+0.697,+6 +maxvit_tiny_tf_512.in1k,512,89.562,10.438,98.335,1.665,31.05,1.000,bicubic,+3.904,+0.743,+3 +tf_efficientnetv2_l.in1k,480,89.553,10.447,98.339,1.661,118.52,1.000,bicubic,+3.893,+0.867,+1 +dm_nfnet_f4.dm_in1k,384,89.549,10.451,98.271,1.729,316.07,0.951,bicubic,+4.035,+0.593,+13 +efficientvit_l3.r320_in1k,320,89.549,10.451,97.861,2.139,246.04,1.000,bicubic,+3.319,+0.385,-56 +convnextv2_large.fcmae_ft_in1k,224,89.547,10.453,98.294,1.706,197.96,0.875,bicubic,+3.785,+0.720,-8 +flexivit_large.1200ep_in1k,240,89.540,10.460,98.394,1.606,304.36,0.950,bicubic,+3.894,+0.848,-1 +hiera_large_224.mae_in1k_ft_in1k,224,89.538,10.462,98.226,1.774,213.74,0.900,bicubic,+3.492,+0.580,-40 +xcit_small_12_p8_384.fb_dist_in1k,384,89.521,10.479,98.296,1.704,26.21,1.000,bicubic,+4.453,+1.032,+63 +xcit_large_24_p8_224.fb_dist_in1k,224,89.519,10.481,98.222,1.778,188.93,1.000,bicubic,+4.123,+0.803,+23 +cait_s24_384.fb_dist_in1k,384,89.510,10.490,98.362,1.638,47.06,1.000,bicubic,+4.462,+1.012,+62 +nextvit_base.bd_ssld_6m_in1k,224,89.506,10.494,98.591,1.409,44.82,0.950,bicubic,+4.320,+0.991,+42 +flexivit_large.600ep_in1k,240,89.506,10.494,98.386,1.614,304.36,0.950,bicubic,+3.976,+0.892,+3 +convformer_s36.sail_in22k_ft_in1k,224,89.504,10.496,98.465,1.535,40.01,1.000,bicubic,+4.084,+0.891,+17 +hgnet_base.ssld_in1k,224,89.502,10.498,98.424,1.576,71.58,0.965,bicubic,+4.594,+1.082,+80 +regnety_160.lion_in12k_ft_in1k,224,89.502,10.498,98.424,1.576,83.59,0.950,bicubic,+3.900,+0.756,-7 +hgnetv2_b5.ssld_stage1_in22k_in1k,288,89.498,10.502,98.522,1.478,39.57,1.000,bicubic,+4.568,+1.232,+73 +efficientvit_l3.r256_in1k,256,89.498,10.502,97.910,2.090,246.04,1.000,bicubic,+3.546,+0.570,-37 +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,89.493,10.507,98.484,1.516,28.64,1.000,bicubic,+4.395,+0.852,+47 +convnext_tiny.in12k_ft_in1k_384,384,89.491,10.509,98.510,1.490,28.59,1.000,bicubic,+4.337,+0.876,+39 +beit3_base_patch16_224.in22k_ft_in1k,224,89.489,10.511,98.399,1.601,86.66,1.000,bicubic,+4.099,+0.759,+13 +rdnet_large.nv_in1k_ft_in1k_384,384,89.483,10.517,98.343,1.657,186.27,1.000,bicubic,+3.639,+0.663,-37 +convformer_s36.sail_in1k_384,384,89.476,10.524,98.367,1.633,40.01,1.000,bicubic,+4.096,+0.899,+12 +deit3_base_patch16_224.fb_in22k_ft_in1k,224,89.472,10.528,98.557,1.443,86.59,1.000,bicubic,+3.744,+0.811,-24 +xcit_medium_24_p16_384.fb_dist_in1k,384,89.472,10.528,98.298,1.702,84.40,1.000,bicubic,+4.038,+0.890,+4 +vit_base_patch16_clip_224.laion2b_ft_in1k,224,89.466,10.534,98.478,1.522,86.57,1.000,bicubic,+3.978,+0.892,-4 +vit_base_patch8_224.augreg_in21k_ft_in1k,224,89.457,10.543,98.471,1.529,86.58,0.900,bicubic,+3.619,+0.819,-40 +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,89.457,10.543,98.467,1.533,86.57,0.900,bicubic,+4.349,+0.937,+34 +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,89.457,10.543,98.414,1.586,88.34,1.000,bicubic,+3.665,+0.780,-36 +efficientnet_x_b5.sw_r448_e450_in1k,576,89.453,10.547,98.384,1.616,33.44,1.000,bicubic,+4.525,+1.072,+63 +dm_nfnet_f5.dm_in1k,416,89.446,10.554,98.305,1.695,377.21,0.954,bicubic,+3.734,+0.755,-29 +maxvit_small_tf_512.in1k,512,89.442,10.558,98.360,1.640,69.13,1.000,bicubic,+3.340,+0.672,-72 +inception_next_base.sail_in1k_384,384,89.440,10.560,98.352,1.648,86.67,1.000,bicubic,+4.238,+1.078,+19 +regnety_120.sw_in12k_ft_in1k,288,89.434,10.566,98.540,1.460,51.82,1.000,bicubic,+4.006,+0.964,-5 +deit_base_distilled_patch16_384.fb_in1k,384,89.434,10.566,98.441,1.559,87.63,1.000,bicubic,+3.996,+1.109,-8 +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,89.431,10.569,98.405,1.595,86.57,0.950,bicubic,+3.477,+0.681,-58 +convnextv2_base.fcmae_ft_in1k,288,89.431,10.569,98.367,1.633,88.72,1.000,bicubic,+3.941,+0.987,-16 +tf_efficientnet_b7.ap_in1k,600,89.429,10.571,98.335,1.665,66.35,0.949,bicubic,+4.297,+1.079,+24 +beit_base_patch16_224.in22k_ft_in22k_in1k,224,89.427,10.573,98.520,1.480,86.53,0.900,bicubic,+4.189,+0.866,+8 +efficientvit_l3.r224_in1k,224,89.416,10.584,97.886,2.114,246.04,1.000,bicubic,+3.606,+0.676,-49 +caformer_b36.sail_in1k,224,89.408,10.592,98.224,1.776,98.75,1.000,bicubic,+3.906,+0.908,-22 +hrnet_w48_ssld.paddle_in1k,288,89.401,10.598,98.386,1.614,77.47,1.000,bilinear,+4.918,+1.162,+106 +efficientvit_l2.r256_in1k,256,89.399,10.601,98.053,1.947,63.71,1.000,bicubic,+4.019,+0.797,-7 +regnety_160.sw_in12k_ft_in1k,224,89.391,10.609,98.394,1.606,83.59,0.950,bicubic,+3.795,+0.726,-35 +regnetz_e8.ra3_in1k,320,89.387,10.613,98.454,1.546,57.70,1.000,bicubic,+4.371,+1.176,+31 +tf_efficientnet_b4.ns_jft_in1k,380,89.382,10.618,98.367,1.633,19.34,0.922,bicubic,+4.226,+0.885,+12 +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,89.380,10.620,98.373,1.627,86.66,1.000,bicubic,+3.926,+0.753,-23 +deit3_small_patch16_384.fb_in22k_ft_in1k,384,89.372,10.628,98.388,1.612,22.21,1.000,bicubic,+4.526,+1.270,+54 +eva02_small_patch14_336.mim_in22k_ft_in1k,336,89.372,10.628,98.358,1.642,22.13,1.000,bicubic,+3.602,+0.742,-53 +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,89.365,10.635,98.495,1.505,39.03,0.950,bicubic,+3.809,+0.857,-36 +tf_efficientnetv2_m.in1k,480,89.350,10.650,98.326,1.674,54.14,1.000,bicubic,+4.142,+0.968,-2 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,89.346,10.654,98.367,1.633,32.59,1.000,bicubic,+4.574,+1.319,+60 +convnext_small.fb_in22k_ft_in1k,288,89.344,10.656,98.358,1.642,50.22,1.000,bicubic,+4.068,+0.792,-11 +caformer_s18.sail_in1k_384,384,89.338,10.662,98.290,1.710,26.34,1.000,bicubic,+4.302,+0.936,+20 +tf_efficientnet_b6.ap_in1k,528,89.338,10.662,98.283,1.717,43.04,0.942,bicubic,+4.544,+1.145,+57 +hgnetv2_b5.ssld_stage2_ft_in1k,224,89.329,10.671,98.328,1.672,39.57,0.965,bicubic,+4.505,+1.034,+52 +tf_efficientnet_b8.ra_in1k,672,89.329,10.671,98.305,1.695,87.41,0.954,bicubic,+3.985,+0.913,-20 +volo_d2_224.sail_in1k,224,89.329,10.671,98.207,1.794,58.68,0.960,bicubic,+4.125,+0.843,-5 +nextvit_small.bd_ssld_6m_in1k,224,89.323,10.678,98.424,1.576,31.76,0.950,bicubic,+4.451,+1.052,+42 +vit_large_patch16_224.augreg_in21k_ft_in1k,224,89.318,10.682,98.405,1.595,304.33,0.900,bicubic,+3.462,+0.583,-77 +xcit_small_24_p16_384.fb_dist_in1k,384,89.312,10.688,98.352,1.648,47.67,1.000,bicubic,+4.210,+1.034,+4 +flexivit_large.300ep_in1k,240,89.310,10.690,98.322,1.678,304.36,0.950,bicubic,+4.026,+0.918,-22 +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.299,10.701,98.313,1.687,60.40,0.950,bicubic,+3.565,+0.703,-63 +xcit_medium_24_p8_224.fb_dist_in1k,224,89.297,10.703,98.196,1.804,84.32,1.000,bicubic,+4.219,+0.922,+6 +mambaout_base_short_rw.sw_e500_in1k,288,89.297,10.703,98.096,1.905,88.83,1.000,bicubic,+4.455,+0.809,+41 +nextvit_large.bd_in1k_384,384,89.293,10.707,98.307,1.693,57.87,1.000,bicubic,+4.363,+0.813,+26 +mambaout_base_wide_rw.sw_e500_in1k,288,89.286,10.714,98.179,1.821,94.45,1.000,bicubic,+4.320,+0.957,+17 +nextvit_base.bd_in1k_384,384,89.284,10.716,98.307,1.693,44.82,1.000,bicubic,+4.578,+1.087,+52 +dm_nfnet_f3.dm_in1k,320,89.280,10.720,98.281,1.719,254.92,0.940,bicubic,+4.188,+0.895,-2 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,89.276,10.724,98.262,1.738,32.59,1.000,bicubic,+4.286,+0.968,+10 +mambaout_base_tall_rw.sw_e500_in1k,288,89.276,10.724,98.189,1.810,86.48,1.000,bicubic,+4.288,+0.855,+10 +beitv2_base_patch16_224.in1k_ft_in1k,224,89.271,10.729,98.249,1.751,86.53,0.900,bicubic,+3.675,+0.735,-62 +hgnet_small.ssld_in1k,288,89.246,10.754,98.369,1.631,24.36,1.000,bicubic,+4.878,+1.239,+102 +xcit_small_12_p16_384.fb_dist_in1k,384,89.243,10.757,98.258,1.742,26.25,1.000,bicubic,+4.510,+1.122,+41 +xcit_small_24_p8_224.fb_dist_in1k,224,89.224,10.776,98.236,1.764,47.63,1.000,bicubic,+4.346,+1.036,+25 +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,89.218,10.782,98.350,1.650,88.30,1.000,bicubic,+3.820,+0.686,-44 +coat_lite_medium_384.in1k,384,89.216,10.784,98.226,1.774,44.57,1.000,bicubic,+4.326,+0.850,+20 +deit3_huge_patch14_224.fb_in1k,224,89.212,10.789,98.172,1.828,632.13,0.900,bicubic,+4.008,+0.986,-28 +swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,89.197,10.803,98.422,1.578,87.77,0.900,bicubic,+3.921,+0.744,-36 +dm_nfnet_f2.dm_in1k,352,89.186,10.814,98.228,1.772,193.78,0.920,bicubic,+4.002,+0.888,-25 +regnety_120.sw_in12k_ft_in1k,224,89.175,10.825,98.350,1.650,51.82,0.950,bicubic,+4.181,+0.938,-2 +cait_xs24_384.fb_dist_in1k,384,89.169,10.831,98.285,1.714,26.67,1.000,bicubic,+5.105,+1.397,+137 +tf_efficientnetv2_m.in21k_ft_in1k,384,89.160,10.840,98.392,1.608,54.14,1.000,bicubic,+4.392,+0.958,+31 +eca_nfnet_l2.ra3_in1k,384,89.158,10.842,98.320,1.680,56.72,1.000,bicubic,+4.448,+1.328,+34 +vit_base_patch16_clip_224.openai_ft_in1k,224,89.156,10.844,98.281,1.719,86.57,0.900,bicubic,+3.874,+0.833,-44 +convnext_small.fb_in22k_ft_in1k,224,89.150,10.850,98.322,1.678,50.22,0.875,bicubic,+4.568,+1.044,+47 +efficientnet_h_b5.sw_r448_e450_in1k,448,89.120,10.880,98.232,1.768,45.88,1.000,bicubic,+4.702,+1.092,+79 +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,89.120,10.880,98.185,1.815,468.53,0.875,bilinear,+4.030,+0.743,-20 +fastvit_ma36.apple_dist_in1k,256,89.120,10.880,98.149,1.851,44.07,0.950,bicubic,+4.512,+1.153,+43 +maxvit_small_tf_384.in1k,384,89.118,10.882,98.160,1.840,69.02,1.000,bicubic,+3.584,+0.694,-76 +convformer_s18.sail_in1k_384,384,89.118,10.882,98.142,1.857,26.77,1.000,bicubic,+4.726,+1.032,+82 +hgnetv2_b5.ssld_stage1_in22k_in1k,224,89.103,10.897,98.296,1.704,39.57,0.965,bicubic,+4.647,+1.448,+61 +maxvit_tiny_tf_384.in1k,384,89.100,10.899,98.215,1.785,30.98,1.000,bicubic,+3.995,+0.833,-29 +tiny_vit_21m_224.dist_in22k_ft_in1k,224,89.098,10.902,98.239,1.761,21.20,0.950,bicubic,+4.010,+0.987,-25 +tf_efficientnet_b7.ra_in1k,600,89.090,10.910,98.192,1.808,66.35,0.949,bicubic,+4.164,+0.972,-2 +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,89.090,10.910,98.130,1.870,304.40,0.900,bicubic,+4.244,+0.644,+9 +ecaresnet269d.ra2_in1k,352,89.088,10.912,98.243,1.757,102.09,1.000,bicubic,+4.120,+1.019,-14 +tf_efficientnetv2_l.in1k,384,89.079,10.921,98.228,1.772,118.52,1.000,bicubic,+3.877,+0.804,-45 +efficientvit_l2.r224_in1k,224,89.073,10.927,98.031,1.968,63.71,1.000,bicubic,+4.027,+0.927,-25 +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.066,10.934,98.170,1.830,60.40,0.950,bicubic,+3.640,+0.692,-70 +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.062,10.938,98.256,1.744,38.88,0.950,bicubic,+4.106,+0.872,-16 +vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,89.060,10.940,98.292,1.708,88.30,0.950,bicubic,+3.842,+0.894,-54 +xcit_large_24_p16_224.fb_dist_in1k,224,89.053,10.947,98.064,1.937,189.10,1.000,bicubic,+4.117,+0.936,-13 +regnety_1280.seer_ft_in1k,384,89.047,10.953,98.151,1.849,644.81,1.000,bicubic,+4.621,+1.065,+61 +convnext_small.in12k_ft_in1k,288,89.026,10.974,98.230,1.770,50.22,1.000,bicubic,+3.702,+0.676,-66 +resmlp_big_24_224.fb_in22k_ft_in1k,224,89.024,10.976,98.215,1.785,129.14,0.875,bicubic,+4.610,+1.107,+63 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,89.024,10.976,98.081,1.919,32.59,0.950,bicubic,+4.356,+0.973,+17 +dm_nfnet_f1.dm_in1k,320,89.022,10.979,98.254,1.746,132.63,0.910,bicubic,+4.322,+1.076,+13 +xcit_small_12_p8_224.fb_dist_in1k,224,89.019,10.981,98.078,1.922,26.21,1.000,bicubic,+4.767,+1.204,+83 +mobilenetv4_hybrid_large.e600_r384_in1k,448,89.015,10.985,98.055,1.945,37.76,1.000,bicubic,+4.751,+1.099,+79 +vit_large_patch16_rope_mixed_224.naver_in1k,224,89.013,10.987,98.160,1.840,304.20,0.900,bicubic,+4.173,+1.032,-5 +caformer_m36.sail_in1k,224,89.000,11.000,98.038,1.962,56.20,1.000,bicubic,+3.758,+0.812,-66 +efficientnetv2_rw_m.agc_in1k,416,88.992,11.008,98.213,1.787,53.24,1.000,bicubic,+4.162,+1.065,-7 +hgnetv2_b3.ssld_stage2_ft_in1k,288,88.992,11.008,98.179,1.821,16.29,1.000,bicubic,+5.404,+1.367,+193 +convnext_large.fb_in1k,288,88.990,11.011,98.044,1.956,197.77,1.000,bicubic,+4.128,+0.834,-13 +caformer_s18.sail_in22k_ft_in1k,224,88.975,11.025,98.307,1.693,26.34,1.000,bicubic,+4.883,+1.125,+99 +regnetz_040_h.ra3_in1k,320,88.972,11.028,98.194,1.806,28.94,1.000,bicubic,+4.474,+1.188,+27 +vit_large_patch16_rope_224.naver_in1k,224,88.972,11.028,98.100,1.900,304.17,0.900,bicubic,+4.326,+0.980,+10 +edgenext_base.in21k_ft_in1k,320,88.970,11.030,98.269,1.732,18.51,1.000,bicubic,+4.894,+1.061,+97 +vit_large_patch16_rope_ape_224.naver_in1k,224,88.968,11.032,98.059,1.941,304.37,0.900,bicubic,+4.308,+0.913,+4 +hgnetv2_b4.ssld_stage2_ft_in1k,288,88.962,11.038,98.307,1.693,19.80,1.000,bicubic,+5.010,+1.241,+110 +mambaout_small_rw.sw_e450_in1k,288,88.962,11.038,98.070,1.930,48.50,1.000,bicubic,+4.358,+0.974,+11 +regnetz_e8.ra3_in1k,256,88.957,11.043,98.249,1.751,57.70,0.940,bicubic,+4.539,+1.261,+45 +regnetz_d8_evos.ch_in1k,320,88.957,11.043,98.179,1.821,23.46,1.000,bicubic,+4.819,+1.161,+85 +tf_efficientnet_b5.ap_in1k,456,88.949,11.051,98.185,1.815,30.39,0.934,bicubic,+4.691,+1.201,+65 +regnety_1280.swag_lc_in1k,224,88.947,11.053,98.234,1.766,644.81,0.965,bicubic,+2.983,+0.382,-150 +efficientnet_x_b5.sw_r448_e450_in1k,448,88.947,11.053,98.222,1.778,33.44,1.000,bicubic,+4.745,+1.250,+73 +deit3_base_patch16_384.fb_in1k,384,88.940,11.060,98.036,1.964,86.88,1.000,bicubic,+3.852,+0.682,-60 +mvitv2_large.fb_in1k,224,88.940,11.060,97.961,2.039,217.99,0.900,bicubic,+3.676,+0.773,-84 +hiera_base_plus_224.mae_in1k_ft_in1k,224,88.940,11.060,97.914,2.086,69.90,0.900,bicubic,+3.804,+0.752,-68 +convnext_small.in12k_ft_in1k,224,88.938,11.062,98.269,1.732,50.22,0.950,bicubic,+3.774,+0.767,-75 +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,88.921,11.079,98.296,1.704,38.85,1.000,bicubic,+4.371,+1.116,+7 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,88.917,11.083,98.192,1.808,32.59,0.950,bicubic,+4.603,+1.090,+49 +tf_efficientnetv2_s.in21k_ft_in1k,384,88.913,11.087,98.273,1.727,21.46,1.000,bicubic,+4.581,+0.999,+46 +convnext_tiny.in12k_ft_in1k,288,88.908,11.092,98.303,1.697,28.59,1.000,bicubic,+4.460,+1.229,+21 +nextvit_small.bd_in1k_384,384,88.906,11.094,98.049,1.951,31.76,1.000,bicubic,+4.870,+1.055,+89 +hgnetv2_b4.ssld_stage1_in22k_in1k,288,88.902,11.098,98.283,1.717,19.80,1.000,bicubic,+5.452,+1.363,+193 +volo_d1_224.sail_in1k,224,88.898,11.102,98.023,1.977,26.63,0.960,bicubic,+4.750,+1.251,+68 +tf_efficientnetv2_xl.in21k_ft_in1k,384,88.898,11.102,97.978,2.022,208.12,1.000,bicubic,+3.336,+0.522,-125 +tf_efficientnetv2_m.in1k,384,88.895,11.104,98.222,1.778,54.14,1.000,bicubic,+4.341,+1.163,-2 +ecaresnet269d.ra2_in1k,320,88.893,11.107,98.215,1.785,102.09,0.950,bicubic,+4.169,+1.035,-24 +vit_base_patch16_224.augreg_in21k_ft_in1k,224,88.887,11.113,98.219,1.781,86.57,0.900,bicubic,+4.353,+0.919,-1 +convnextv2_base.fcmae_ft_in1k,224,88.866,11.134,98.068,1.932,88.72,0.875,bicubic,+3.976,+0.980,-45 +resnetrs420.tf_in1k,416,88.861,11.139,98.019,1.981,191.89,1.000,bicubic,+3.851,+0.909,-67 +convnext_tiny.fb_in22k_ft_in1k_384,384,88.859,11.141,98.290,1.710,28.59,1.000,bicubic,+4.761,+1.508,+67 +convformer_b36.sail_in1k,224,88.857,11.143,97.882,2.118,99.88,1.000,bicubic,+4.031,+0.934,-38 +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,88.853,11.147,97.865,2.135,41.72,0.950,bicubic,+3.913,+0.897,-60 +regnetz_d8.ra3_in1k,320,88.846,11.154,98.187,1.813,23.37,1.000,bicubic,+4.802,+1.183,+74 +resnetrs270.tf_in1k,352,88.840,11.160,98.134,1.866,129.86,1.000,bicubic,+4.402,+1.162,+11 +resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,88.836,11.164,98.044,1.956,194.03,0.875,bilinear,+4.670,+0.852,+55 +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,88.832,11.168,98.113,1.887,34.36,0.950,bicubic,+3.919,+0.853,-56 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,88.821,11.179,97.957,2.043,37.76,1.000,bicubic,+4.469,+1.069,+26 +mambaout_base.in1k,288,88.821,11.179,97.850,2.150,84.81,1.000,bicubic,+4.091,+0.916,-37 +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,88.817,11.184,98.341,1.659,36.47,1.000,bicubic,+4.751,+1.031,+64 +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,88.817,11.184,98.335,1.665,49.61,0.900,bicubic,+5.487,+1.339,+201 +maxxvit_rmlp_small_rw_256.sw_in1k,256,88.812,11.188,98.072,1.928,66.01,0.950,bicubic,+4.178,+1.010,-28 +xcit_tiny_24_p8_384.fb_dist_in1k,384,88.804,11.196,98.183,1.817,12.11,1.000,bicubic,+5.020,+1.467,+110 +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,88.802,11.198,98.245,1.755,98.95,1.000,bicubic,+3.814,+0.949,-76 +xcit_medium_24_p16_224.fb_dist_in1k,224,88.802,11.198,98.036,1.964,84.40,1.000,bicubic,+4.510,+1.100,+27 +seresnet152d.ra2_in1k,320,88.799,11.200,98.168,1.832,66.84,1.000,bicubic,+4.456,+1.124,+19 +hrnet_w48_ssld.paddle_in1k,224,88.793,11.207,98.108,1.892,77.47,0.950,bilinear,+5.137,+1.260,+133 +tf_efficientnet_b7.aa_in1k,600,88.793,11.207,98.055,1.945,66.35,0.949,bicubic,+4.369,+1.191,+5 +rexnetr_300.sw_in12k_ft_in1k,288,88.789,11.211,98.341,1.659,34.81,1.000,bicubic,+4.207,+0.927,-29 +mambaout_base_wide_rw.sw_e500_in1k,224,88.787,11.213,97.908,2.092,94.45,0.950,bicubic,+4.339,+0.580,-6 +fastvit_sa36.apple_dist_in1k,256,88.784,11.216,98.093,1.907,31.53,0.900,bicubic,+4.756,+1.221,+62 +hgnetv2_b3.ssld_stage1_in22k_in1k,288,88.782,11.218,98.200,1.800,16.29,1.000,bicubic,+5.664,+1.746,+218 +mambaout_base_short_rw.sw_e500_in1k,224,88.778,11.222,97.861,2.139,88.83,0.950,bicubic,+4.414,+0.917,+10 +convnext_base.fb_in1k,288,88.776,11.224,97.923,2.077,88.59,1.000,bicubic,+4.310,+0.941,-17 +tf_efficientnet_b6.aa_in1k,528,88.770,11.230,98.068,1.932,43.04,0.942,bicubic,+4.646,+1.178,+40 +convformer_m36.sail_in1k,224,88.770,11.230,97.765,2.235,57.05,1.000,bicubic,+4.284,+0.899,-23 +deit3_large_patch16_224.fb_in1k,224,88.763,11.237,97.908,2.092,304.37,0.900,bicubic,+3.991,+0.564,-58 +edgenext_base.usi_in1k,320,88.761,11.239,98.147,1.853,18.51,1.000,bicubic,+4.791,+1.377,+59 +hiera_base_224.mae_in1k_ft_in1k,224,88.759,11.241,97.989,2.011,51.52,0.900,bicubic,+4.231,+0.979,-31 +eca_nfnet_l2.ra3_in1k,320,88.757,11.243,98.170,1.830,56.72,0.900,bicubic,+4.587,+1.154,+30 +resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,88.757,11.243,98.142,1.857,88.79,0.875,bilinear,+4.481,+0.954,+13 +hgnet_small.ssld_in1k,224,88.755,11.245,98.149,1.851,24.36,0.965,bicubic,+4.937,+1.303,+82 +resnetrs200.tf_in1k,320,88.755,11.245,98.104,1.896,93.21,1.000,bicubic,+4.307,+1.232,-19 +convnextv2_tiny.fcmae_ft_in22k_in1k,288,88.750,11.250,98.200,1.800,28.64,1.000,bicubic,+4.322,+0.940,-14 +caformer_s36.sail_in1k,224,88.748,11.252,98.014,1.986,39.30,1.000,bicubic,+4.220,+0.992,-36 +convformer_s18.sail_in22k_ft_in1k,224,88.746,11.254,98.209,1.791,26.77,1.000,bicubic,+4.978,+1.163,+93 +resnetrs350.tf_in1k,384,88.746,11.254,98.034,1.966,163.96,1.000,bicubic,+4.036,+0.778,-62 +vit_base_patch16_224_miil.in21k_ft_in1k,224,88.744,11.256,98.025,1.975,86.54,0.875,bilinear,+4.466,+1.227,+5 +efficientvit_l1.r224_in1k,224,88.744,11.256,97.792,2.208,52.65,1.000,bicubic,+4.280,+0.932,-31 +mambaout_small.in1k,288,88.740,11.260,97.940,2.060,48.49,1.000,bicubic,+4.228,+0.970,-40 +rdnet_large.nv_in1k,224,88.733,11.267,97.970,2.030,186.27,0.900,bicubic,+3.939,+0.814,-76 +mambaout_base_tall_rw.sw_e500_in1k,224,88.733,11.267,97.948,2.052,86.48,0.950,bicubic,+4.297,+0.992,-24 +regnetz_040.ra3_in1k,320,88.727,11.273,98.089,1.911,27.12,1.000,bicubic,+4.485,+1.153,+7 +convnext_tiny.in12k_ft_in1k,224,88.712,11.288,98.198,1.802,28.59,0.950,bicubic,+4.520,+1.338,+14 +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,88.710,11.290,98.305,1.695,236.34,1.000,bilinear,+4.242,+0.873,-39 +efficientnetv2_rw_m.agc_in1k,320,88.708,11.292,98.038,1.962,53.24,1.000,bicubic,+4.412,+1.166,-5 +davit_base.msft_in1k,224,88.703,11.297,97.874,2.127,87.95,0.950,bicubic,+4.051,+0.854,-65 +regnety_160.deit_in1k,288,88.701,11.299,98.068,1.932,83.59,1.000,bicubic,+4.997,+1.252,+94 +hgnetv2_b4.ssld_stage2_ft_in1k,224,88.695,11.305,98.142,1.857,19.80,0.965,bicubic,+4.995,+1.355,+96 +mobilenetv4_conv_aa_large.e600_r384_in1k,480,88.676,11.324,98.023,1.977,32.59,1.000,bicubic,+4.850,+1.303,+64 +flexivit_base.1200ep_in1k,240,88.661,11.339,97.961,2.039,86.59,0.950,bicubic,+3.983,+0.981,-73 +regnety_640.seer_ft_in1k,384,88.652,11.348,98.168,1.832,281.38,1.000,bicubic,+4.728,+1.242,+37 +regnetz_d32.ra3_in1k,320,88.652,11.348,98.085,1.915,27.58,0.950,bicubic,+4.624,+1.235,+30 +vit_small_patch16_384.augreg_in21k_ft_in1k,384,88.650,11.350,98.236,1.764,22.20,1.000,bicubic,+4.836,+1.130,+62 +davit_small.msft_in1k,224,88.639,11.361,97.953,2.047,49.75,0.950,bicubic,+4.387,+1.011,-8 +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,88.637,11.363,98.185,1.815,38.86,0.950,bicubic,+4.195,+0.971,-41 +eca_nfnet_l1.ra2_in1k,320,88.633,11.367,98.136,1.864,41.41,1.000,bicubic,+4.571,+1.110,+19 +regnety_080.ra3_in1k,288,88.626,11.373,97.972,2.028,39.18,1.000,bicubic,+4.686,+1.088,+30 +mvitv2_base.fb_in1k,224,88.626,11.373,97.816,2.184,51.47,0.900,bicubic,+4.202,+0.908,-35 +mobilenetv4_hybrid_large.e600_r384_in1k,384,88.609,11.391,97.933,2.067,37.76,0.950,bicubic,+4.783,+1.185,+53 +swinv2_base_window16_256.ms_in1k,256,88.609,11.391,97.901,2.099,87.92,0.900,bicubic,+4.001,+0.837,-76 +repvgg_d2se.rvgg_in1k,320,88.607,11.393,98.010,1.990,133.33,1.000,bilinear,+5.057,+1.348,+103 +rdnet_base.nv_in1k,224,88.605,11.395,97.888,2.112,87.45,0.900,bicubic,+4.239,+1.010,-31 +maxvit_base_tf_224.in1k,224,88.599,11.401,97.859,2.142,119.47,0.950,bicubic,+3.715,+0.857,-109 +convnext_large.fb_in1k,224,88.594,11.405,97.841,2.159,197.77,0.875,bicubic,+4.290,+0.900,-25 +flexivit_base.600ep_in1k,240,88.582,11.418,97.918,2.082,86.59,0.950,bicubic,+4.018,+1.008,-73 +regnety_320.seer_ft_in1k,384,88.579,11.421,98.111,1.889,145.05,1.000,bicubic,+5.255,+1.398,+146 +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,88.567,11.433,98.192,1.808,936.53,1.000,bilinear,+3.631,+0.736,-123 +efficientvit_b3.r288_in1k,288,88.567,11.433,97.716,2.284,48.65,1.000,bicubic,+4.405,+0.984,-7 +seresnextaa101d_32x8d.ah_in1k,288,88.556,11.444,97.989,2.011,93.59,1.000,bicubic,+3.976,+0.927,-79 +resnetaa101d.sw_in12k_ft_in1k,288,88.554,11.446,98.074,1.926,44.57,1.000,bicubic,+4.440,+0.960,-5 +xcit_small_24_p16_224.fb_dist_in1k,224,88.539,11.461,98.002,1.998,47.67,1.000,bicubic,+4.659,+1.268,+31 +swinv2_base_window8_256.ms_in1k,256,88.537,11.463,97.897,2.103,87.92,0.900,bicubic,+4.291,+0.995,-25 +maxvit_rmlp_small_rw_224.sw_in1k,224,88.537,11.463,97.779,2.220,64.90,0.900,bicubic,+4.049,+1.007,-71 +resnest269e.in1k,416,88.533,11.467,98.021,1.979,110.93,0.928,bicubic,+3.991,+1.033,-79 +coatnet_rmlp_2_rw_224.sw_in1k,224,88.520,11.480,97.581,2.419,73.88,0.950,bicubic,+3.912,+0.837,-89 +regnetz_d8.ra3_in1k,256,88.516,11.485,97.970,2.030,23.37,0.940,bicubic,+4.969,+1.224,+89 +resnet200d.ra2_in1k,320,88.516,11.485,97.965,2.035,64.69,1.000,bicubic,+4.540,+1.145,+9 +fastvit_sa24.apple_dist_in1k,256,88.509,11.491,97.944,2.056,21.55,0.900,bicubic,+5.141,+1.370,+123 +repvit_m2_3.dist_300e_in1k,224,88.507,11.493,97.927,2.073,23.69,0.950,bicubic,+4.983,+1.395,+89 +rexnetr_300.sw_in12k_ft_in1k,224,88.505,11.495,98.076,1.924,34.81,0.950,bicubic,+4.469,+1.084,-1 +edgenext_base.in21k_ft_in1k,256,88.503,11.497,98.014,1.986,18.51,0.950,bicubic,+5.087,+1.214,+113 +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,88.501,11.499,98.051,1.949,34.36,0.950,bicubic,+3.937,+0.943,-91 +convformer_s36.sail_in1k,224,88.498,11.502,97.771,2.229,40.01,1.000,bicubic,+4.430,+1.027,-11 +mobilenetv4_conv_large.e600_r384_in1k,448,88.494,11.506,97.950,2.050,32.59,1.000,bicubic,+5.076,+1.338,+109 +fasternet_l.in1k,224,88.492,11.508,97.963,2.037,93.47,1.000,bicubic,+4.976,+1.305,+85 +seresnext101_32x8d.ah_in1k,288,88.492,11.508,97.876,2.124,93.57,1.000,bicubic,+4.300,+0.744,-28 +efficientnetv2_rw_s.ra2_in1k,384,88.490,11.510,97.974,2.026,23.94,1.000,bicubic,+4.660,+1.262,+23 +crossvit_18_dagger_408.in1k,408,88.488,11.512,97.886,2.114,44.61,1.000,bicubic,+4.290,+1.052,-34 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,88.488,11.512,97.765,2.235,37.76,0.950,bicubic,+4.492,+1.051,-5 +repvit_m2_3.dist_450e_in1k,224,88.486,11.514,98.053,1.947,23.69,0.950,bicubic,+4.740,+1.403,+39 +dm_nfnet_f2.dm_in1k,256,88.486,11.514,97.959,2.041,193.78,0.920,bicubic,+4.386,+1.049,-25 +flexivit_base.300ep_in1k,240,88.486,11.514,97.839,2.161,86.59,0.950,bicubic,+4.084,+0.955,-64 +mambaout_tiny.in1k,288,88.486,11.514,97.784,2.216,26.55,1.000,bicubic,+5.034,+1.244,+92 +gcvit_base.in1k,224,88.484,11.517,97.775,2.225,90.32,0.875,bicubic,+4.028,+0.557,-85 +efficientformerv2_l.snap_dist_in1k,224,88.481,11.519,97.933,2.067,26.32,0.950,bicubic,+4.839,+1.387,+59 +nextvit_base.bd_in1k,224,88.477,11.523,97.918,2.082,44.82,0.950,bicubic,+4.979,+1.270,+78 +vit_base_patch16_rope_mixed_224.naver_in1k,224,88.475,11.525,97.931,2.069,86.44,0.900,bicubic,+4.669,+1.209,+22 +maxvit_large_tf_224.in1k,224,88.475,11.525,97.831,2.169,211.79,0.950,bicubic,+3.537,+0.851,-155 +hgnet_tiny.ssld_in1k,288,88.471,11.529,98.096,1.905,14.74,1.000,bicubic,+5.943,+1.576,+235 +tf_efficientnet_b3.ns_jft_in1k,300,88.469,11.531,98.027,1.973,12.23,0.904,bicubic,+4.415,+1.101,-24 +regnetv_064.ra3_in1k,288,88.466,11.534,98.061,1.939,30.58,1.000,bicubic,+4.720,+1.315,+30 +maxvit_small_tf_224.in1k,224,88.464,11.536,97.876,2.124,68.93,0.950,bicubic,+4.012,+1.052,-92 +mambaout_small_rw.sw_e450_in1k,224,88.462,11.538,97.856,2.144,48.50,1.000,bicubic,+4.422,+1.114,-25 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,88.456,11.544,98.070,1.930,11.07,1.000,bicubic,+5.458,+1.394,+152 +regnety_320.swag_lc_in1k,224,88.449,11.551,98.106,1.894,145.05,0.965,bicubic,+3.795,+0.614,-125 +cait_s24_224.fb_dist_in1k,224,88.447,11.553,97.950,2.050,46.92,1.000,bicubic,+4.963,+1.364,+71 +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,88.445,11.555,98.155,1.845,387.93,1.000,bilinear,+4.015,+0.775,-89 +resmlp_big_24_224.fb_distilled_in1k,224,88.441,11.559,97.938,2.062,129.14,0.875,bicubic,+4.847,+1.279,+52 +inception_next_base.sail_in1k,224,88.439,11.561,97.779,2.220,86.67,0.950,bicubic,+4.341,+0.641,-41 +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,88.434,11.566,98.127,1.873,22.52,0.950,bicubic,+4.634,+1.543,+8 +resnest200e.in1k,320,88.434,11.566,98.040,1.960,70.20,0.909,bicubic,+4.554,+1.160,-9 +resnetrs350.tf_in1k,288,88.434,11.566,97.888,2.112,163.96,1.000,bicubic,+4.130,+0.996,-73 +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,88.430,11.570,97.876,2.124,86.59,0.900,bicubic,+4.532,+1.124,-16 +swin_base_patch4_window12_384.ms_in1k,384,88.428,11.572,97.814,2.186,87.90,1.000,bicubic,+3.950,+0.928,-110 +seresnext101d_32x8d.ah_in1k,288,88.426,11.574,97.944,2.056,93.59,1.000,bicubic,+4.046,+1.280,-87 +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,88.424,11.576,98.072,1.928,328.99,0.900,bicubic,+3.990,+0.920,-99 +regnetz_c16_evos.ch_in1k,320,88.413,11.587,98.040,1.960,13.49,0.950,bicubic,+5.753,+1.560,+188 +convnext_small.fb_in1k,288,88.413,11.587,98.010,1.990,50.22,1.000,bicubic,+4.709,+1.220,+21 +tf_efficientnetv2_s.in1k,384,88.413,11.587,97.927,2.073,21.46,1.000,bicubic,+4.513,+1.225,-23 +nextvit_large.bd_in1k,224,88.404,11.595,97.965,2.035,57.87,0.950,bicubic,+4.751,+1.283,+31 +tf_efficientnet_b5.aa_in1k,456,88.402,11.598,97.933,2.067,30.39,0.934,bicubic,+4.706,+1.221,+24 +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,88.400,11.600,98.185,1.815,217.32,1.000,bilinear,+4.418,+1.055,-38 +vit_base_patch16_384.orig_in21k_ft_in1k,384,88.398,11.602,98.147,1.853,86.86,1.000,bicubic,+4.186,+0.937,-71 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,88.398,11.602,98.066,1.934,11.07,1.000,bicubic,+5.008,+1.300,+76 +tresnet_v2_l.miil_in21k_ft_in1k,224,88.387,11.613,97.908,2.092,46.17,0.875,bilinear,+4.477,+1.416,-34 +edgenext_base.usi_in1k,256,88.385,11.615,98.064,1.937,18.51,0.950,bicubic,+4.701,+1.314,+21 +efficientnet_b4.ra2_in1k,384,88.381,11.619,97.944,2.056,19.34,1.000,bicubic,+4.913,+1.370,+52 +convnext_base.fb_in1k,224,88.377,11.623,97.777,2.223,88.59,0.875,bicubic,+4.539,+1.031,-20 +hgnetv2_b4.ssld_stage1_in22k_in1k,224,88.368,11.632,98.083,1.917,19.80,0.965,bicubic,+5.476,+1.451,+142 +swinv2_small_window16_256.ms_in1k,256,88.368,11.632,97.848,2.152,49.73,0.900,bicubic,+4.152,+0.974,-78 +vit_base_patch16_rope_224.naver_in1k,224,88.366,11.634,97.786,2.214,86.43,0.900,bicubic,+4.652,+1.112,+5 +seresnet152d.ra2_in1k,256,88.364,11.636,98.061,1.939,66.84,0.950,bicubic,+4.662,+1.441,+10 +resnet152d.ra2_in1k,320,88.360,11.640,97.946,2.054,60.21,1.000,bicubic,+4.676,+1.248,+13 +convnextv2_tiny.fcmae_ft_in22k_in1k,224,88.358,11.643,97.948,2.052,28.64,0.875,bicubic,+4.454,+1.286,-41 +fastvit_ma36.apple_in1k,256,88.355,11.645,97.927,2.073,44.07,0.950,bicubic,+4.471,+1.171,-35 +tf_efficientnet_b4.ap_in1k,380,88.353,11.647,97.897,2.103,19.34,0.922,bicubic,+5.107,+1.505,+84 +resnetrs420.tf_in1k,320,88.349,11.651,97.859,2.142,191.89,1.000,bicubic,+4.109,+0.997,-87 +maxvit_rmlp_tiny_rw_256.sw_in1k,256,88.347,11.653,97.824,2.176,29.15,0.950,bicubic,+4.121,+1.042,-87 +deit3_small_patch16_224.fb_in22k_ft_in1k,224,88.343,11.658,98.140,1.860,22.06,1.000,bicubic,+5.261,+1.366,+105 +crossvit_15_dagger_408.in1k,408,88.343,11.658,97.869,2.131,28.50,1.000,bicubic,+4.501,+1.083,-32 +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,88.338,11.662,97.773,2.227,63.95,0.950,bicubic,+4.022,+0.963,-105 +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,88.321,11.679,97.940,2.060,15.62,1.000,bicubic,+4.955,+1.200,+60 +efficientvit_b3.r256_in1k,256,88.321,11.679,97.570,2.430,48.65,1.000,bicubic,+4.539,+1.072,-20 +regnety_064.ra3_in1k,288,88.317,11.683,97.865,2.135,30.58,1.000,bicubic,+4.601,+1.141,-9 +deit3_small_patch16_384.fb_in1k,384,88.308,11.692,97.884,2.116,22.21,1.000,bicubic,+4.876,+1.210,+43 +resnetrs200.tf_in1k,256,88.304,11.696,97.929,2.071,93.21,1.000,bicubic,+4.420,+1.167,-47 +tf_efficientnet_b5.ra_in1k,456,88.304,11.696,97.914,2.086,30.39,0.934,bicubic,+4.470,+1.150,-38 +cs3se_edgenet_x.c2ns_in1k,320,88.302,11.698,97.929,2.071,50.72,1.000,bicubic,+4.752,+1.263,+17 +vit_base_patch16_rope_ape_224.naver_in1k,224,88.300,11.700,97.820,2.180,86.59,0.900,bicubic,+4.520,+1.210,-25 +pvt_v2_b4.in1k,224,88.291,11.709,97.814,2.186,62.56,0.900,bicubic,+4.581,+1.200,-13 +mvitv2_small.fb_in1k,224,88.289,11.711,97.707,2.293,34.87,0.900,bicubic,+4.517,+1.149,-24 +ese_vovnet57b.ra4_e3600_r256_in1k,320,88.283,11.717,97.912,2.088,38.61,1.000,bicubic,+4.985,+1.390,+61 +xcit_small_12_p16_224.fb_dist_in1k,224,88.283,11.717,97.854,2.146,26.25,1.000,bicubic,+4.929,+1.382,+53 +efficientformer_l7.snap_dist_in1k,224,88.278,11.722,97.886,2.114,82.23,0.950,bicubic,+4.882,+1.354,+44 +hgnetv2_b3.ssld_stage2_ft_in1k,224,88.276,11.724,97.923,2.077,16.29,0.965,bicubic,+5.362,+1.563,+113 +regnetz_d8_evos.ch_in1k,256,88.274,11.726,97.959,2.041,23.46,0.950,bicubic,+4.870,+1.297,+39 +regnetz_040_h.ra3_in1k,256,88.274,11.726,97.910,2.090,28.94,1.000,bicubic,+4.510,+1.210,-27 +mambaout_base.in1k,224,88.270,11.730,97.664,2.336,84.81,1.000,bicubic,+4.076,+0.996,-102 +resnetrs270.tf_in1k,256,88.268,11.732,97.861,2.139,129.86,1.000,bicubic,+4.672,+1.245,0 +inception_next_small.sail_in1k,224,88.268,11.732,97.799,2.201,49.37,0.875,bicubic,+4.684,+1.201,+2 +mambaout_small.in1k,224,88.266,11.734,97.730,2.270,48.49,1.000,bicubic,+4.172,+1.104,-92 +rdnet_small.nv_in1k,224,88.264,11.736,97.906,2.095,50.44,0.900,bicubic,+4.606,+1.202,-13 +regnetz_040.ra3_in1k,256,88.264,11.736,97.878,2.122,27.12,1.000,bicubic,+4.620,+1.196,-10 +deit3_base_patch16_224.fb_in1k,224,88.261,11.739,97.805,2.195,86.59,0.900,bicubic,+4.461,+0.833,-43 +gcvit_small.in1k,224,88.255,11.745,97.807,2.193,51.09,0.875,bicubic,+4.351,+0.843,-71 +resnetrs152.tf_in1k,320,88.255,11.745,97.733,2.267,86.62,1.000,bicubic,+4.545,+1.061,-28 +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,88.255,11.745,97.664,2.336,60.23,0.950,bicubic,+4.349,+0.986,-74 +regnetz_d32.ra3_in1k,256,88.253,11.747,97.880,2.120,27.58,0.950,bicubic,+4.821,+1.246,+21 +convnext_nano.r384_in12k_ft_in1k,384,88.238,11.762,97.989,2.011,15.59,1.000,bicubic,+4.904,+1.365,+41 +regnetv_040.ra3_in1k,288,88.227,11.773,97.970,2.030,20.64,1.000,bicubic,+5.023,+1.288,+53 +resnetaa101d.sw_in12k_ft_in1k,224,88.217,11.783,97.933,2.067,44.57,0.950,bicubic,+4.673,+1.105,-4 +deit_base_distilled_patch16_224.fb_in1k,224,88.212,11.788,97.912,2.088,87.34,0.900,bicubic,+4.828,+1.420,+28 +xcit_tiny_24_p16_384.fb_dist_in1k,384,88.195,11.805,97.940,2.060,12.12,1.000,bicubic,+5.615,+1.680,+154 +swinv2_small_window8_256.ms_in1k,256,88.189,11.811,97.777,2.223,49.73,0.900,bicubic,+4.345,+1.127,-68 +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,88.187,11.813,97.871,2.129,38.74,0.950,bicubic,+4.377,+1.047,-59 +xception65p.ra3_in1k,299,88.187,11.813,97.794,2.205,39.82,0.940,bicubic,+5.027,+1.424,+54 +hiera_small_224.mae_in1k_ft_in1k,224,88.182,11.818,97.654,2.346,35.01,0.900,bicubic,+4.294,+0.986,-79 +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,88.176,11.824,97.972,2.028,9.72,0.950,bicubic,+5.400,+1.524,+110 +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,88.170,11.830,97.865,2.135,88.79,0.875,bilinear,+5.450,+1.241,+118 +regnety_160.deit_in1k,224,88.168,11.832,97.818,2.182,83.59,0.950,bicubic,+5.168,+1.316,+75 +caformer_s18.sail_in1k,224,88.168,11.832,97.741,2.259,26.34,1.000,bicubic,+4.504,+1.215,-33 +tiny_vit_21m_224.in1k,224,88.163,11.837,97.841,2.159,21.20,0.950,bicubic,+4.895,+1.239,+33 +xcit_large_24_p8_224.fb_in1k,224,88.163,11.837,97.387,2.613,188.93,1.000,bicubic,+3.783,+0.469,-153 +cait_xxs36_384.fb_dist_in1k,384,88.161,11.839,97.899,2.101,17.37,1.000,bicubic,+5.957,+1.751,+205 +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,88.157,11.843,97.880,2.120,38.88,0.950,bicubic,+4.691,+1.258,-3 +tf_efficientnetv2_s.in21k_ft_in1k,300,88.153,11.848,97.935,2.065,21.46,1.000,bicubic,+4.805,+1.225,+21 +mobilenetv4_conv_aa_large.e600_r384_in1k,384,88.153,11.848,97.726,2.274,32.59,0.950,bicubic,+4.889,+1.336,+31 +coat_lite_medium.in1k,224,88.150,11.850,97.884,2.116,44.57,0.900,bicubic,+4.548,+1.170,-30 +hgnetv2_b2.ssld_stage2_ft_in1k,288,88.148,11.852,97.984,2.015,11.22,1.000,bicubic,+5.786,+1.572,+171 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,88.144,11.856,98.046,1.954,236.34,1.000,bicubic,+4.286,+0.916,-86 +pvt_v2_b3.in1k,224,88.135,11.865,97.771,2.229,45.24,0.900,bicubic,+5.015,+1.211,+47 +hgnetv2_b3.ssld_stage1_in22k_in1k,224,88.131,11.869,97.972,2.028,16.29,0.965,bicubic,+5.537,+1.608,+131 +swiftformer_l3.dist_in1k,224,88.129,11.871,97.812,2.188,28.49,0.950,bicubic,+5.135,+1.576,+64 +dm_nfnet_f0.dm_in1k,256,88.123,11.877,97.903,2.097,71.49,0.900,bicubic,+4.655,+1.481,-14 +tiny_vit_11m_224.dist_in22k_ft_in1k,224,88.118,11.882,97.801,2.199,11.00,0.950,bicubic,+4.886,+1.173,+26 +pvt_v2_b5.in1k,224,88.114,11.886,97.696,2.304,81.96,0.900,bicubic,+4.354,+1.062,-66 +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,88.112,11.888,97.677,2.323,60.40,0.950,bicubic,+4.402,+1.061,-59 +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,88.108,11.892,97.963,2.037,44.18,0.875,bilinear,+4.840,+1.203,+17 +pit_b_distilled_224.in1k,224,88.106,11.894,97.645,2.355,74.79,0.900,bicubic,+4.332,+1.177,-73 +xcit_tiny_12_p8_384.fb_dist_in1k,384,88.103,11.897,97.925,2.075,6.71,1.000,bicubic,+5.709,+1.731,+153 +rexnetr_200.sw_in12k_ft_in1k,288,88.101,11.899,98.021,1.979,16.52,1.000,bicubic,+4.941,+1.515,+27 +fastvit_sa36.apple_in1k,256,88.101,11.899,97.794,2.205,31.53,0.900,bicubic,+4.599,+1.162,-28 +fasternet_m.in1k,224,88.088,11.912,97.884,2.116,53.52,1.000,bicubic,+5.240,+1.496,+73 +hrnet_w18_ssld.paddle_in1k,288,88.078,11.922,97.829,2.171,21.30,1.000,bilinear,+6.026,+1.579,+206 +dm_nfnet_f1.dm_in1k,224,88.067,11.933,97.844,2.156,132.63,0.910,bicubic,+4.623,+1.210,-19 +xception65.ra3_in1k,299,88.065,11.935,97.752,2.248,39.92,0.940,bicubic,+4.879,+1.156,+18 +regnety_160.swag_lc_in1k,224,88.063,11.937,98.038,1.962,83.59,0.965,bicubic,+4.257,+0.754,-89 +seresnextaa101d_32x8d.ah_in1k,224,88.059,11.941,97.724,2.276,93.59,0.950,bicubic,+4.159,+1.076,-112 +resnet152.a1h_in1k,288,88.056,11.944,97.709,2.291,60.19,1.000,bicubic,+4.562,+1.187,-34 +mobilenetv4_conv_large.e600_r384_in1k,384,88.056,11.944,97.707,2.293,32.59,0.950,bicubic,+5.082,+1.463,+50 +xcit_tiny_24_p8_224.fb_dist_in1k,224,88.054,11.946,97.850,2.150,12.11,1.000,bicubic,+5.476,+1.664,+117 +efficientvit_b3.r224_in1k,224,88.054,11.946,97.575,2.425,48.65,0.950,bicubic,+4.610,+1.237,-25 +convnextv2_tiny.fcmae_ft_in1k,288,88.052,11.948,97.854,2.146,28.64,1.000,bicubic,+4.574,+1.136,-36 +convnext_small.fb_in1k,224,88.052,11.948,97.784,2.216,50.22,0.875,bicubic,+4.908,+1.352,+21 +swin_s3_base_224.ms_in1k,224,88.052,11.948,97.649,2.351,71.13,0.900,bicubic,+4.132,+0.999,-125 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,88.039,11.961,97.794,2.205,11.07,0.950,bicubic,+5.087,+1.325,+46 +focalnet_base_srf.ms_in1k,224,88.033,11.967,97.639,2.361,88.15,0.900,bicubic,+4.225,+0.979,-100 +regnety_080.ra3_in1k,224,88.031,11.969,97.707,2.293,39.18,0.950,bicubic,+4.865,+1.227,+9 +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,88.027,11.973,97.619,2.381,86.43,0.950,bicubic,+4.155,+0.943,-116 +maxvit_tiny_tf_224.in1k,224,88.024,11.976,97.824,2.176,30.92,0.950,bicubic,+4.598,+1.240,-28 +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,88.022,11.978,97.730,2.270,38.88,0.950,bicubic,+4.560,+1.182,-38 +convnext_tiny.fb_in22k_ft_in1k,224,88.018,11.982,97.920,2.080,28.59,0.875,bicubic,+5.118,+1.630,+47 +eca_nfnet_l1.ra2_in1k,256,88.016,11.984,97.918,2.082,41.41,0.900,bicubic,+4.752,+1.234,-6 +focalnet_base_lrf.ms_in1k,224,88.012,11.988,97.621,2.378,88.75,0.900,bicubic,+4.184,+1.011,-113 +gcvit_tiny.in1k,224,88.003,11.997,97.728,2.272,28.22,0.875,bicubic,+4.603,+1.334,-28 +mobilenetv4_conv_large.e500_r256_in1k,320,88.001,11.999,97.675,2.325,32.59,1.000,bicubic,+5.329,+1.365,+76 +cs3sedarknet_x.c2ns_in1k,288,87.992,12.008,97.792,2.208,35.40,1.000,bicubic,+5.338,+1.444,+81 +resnet152d.ra2_in1k,256,87.986,12.014,97.728,2.272,60.21,0.950,bicubic,+4.826,+1.082,+3 +xcit_small_24_p8_224.fb_in1k,224,87.984,12.016,97.570,2.430,47.63,1.000,bicubic,+4.130,+0.934,-124 +tf_efficientnet_b5.in1k,456,87.978,12.023,97.931,2.069,30.39,0.934,bicubic,+4.808,+1.397,-5 +regnetz_c16.ra3_in1k,320,87.975,12.025,97.779,2.220,13.46,1.000,bicubic,+5.313,+1.448,+72 +efficientformer_l3.snap_dist_in1k,224,87.975,12.025,97.713,2.287,31.41,0.950,bicubic,+5.413,+1.463,+100 +nfnet_l0.ra2_in1k,288,87.973,12.027,97.861,2.139,35.07,1.000,bicubic,+5.207,+1.367,+57 +tf_efficientnet_b4.aa_in1k,380,87.969,12.031,97.737,2.263,19.34,0.922,bicubic,+4.929,+1.439,+15 +eca_nfnet_l0.ra2_in1k,288,87.967,12.033,97.876,2.124,24.14,1.000,bicubic,+5.377,+1.390,+89 +resnet200d.ra2_in1k,256,87.960,12.040,97.820,2.180,64.69,0.950,bicubic,+4.710,+1.268,-18 +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,87.960,12.040,97.801,2.199,18.45,1.000,bicubic,+4.530,+1.225,-46 +coatnet_1_rw_224.sw_in1k,224,87.950,12.050,97.461,2.539,41.72,0.950,bicubic,+4.330,+1.079,-83 +regnety_032.ra_in1k,288,87.948,12.052,97.888,2.112,19.44,1.000,bicubic,+5.224,+1.462,+56 +resnet101d.ra2_in1k,320,87.943,12.057,97.903,2.097,44.57,1.000,bicubic,+4.923,+1.447,+11 +focalnet_small_lrf.ms_in1k,224,87.943,12.057,97.698,2.302,50.34,0.900,bicubic,+4.435,+1.112,-70 +swinv2_cr_small_ns_224.sw_in1k,224,87.930,12.069,97.664,2.336,49.70,0.900,bicubic,+4.441,+1.178,-66 +twins_svt_large.in1k,224,87.928,12.072,97.572,2.428,99.27,0.900,bicubic,+4.210,+0.972,-109 +hgnet_tiny.ssld_in1k,224,87.922,12.078,97.865,2.135,14.74,0.965,bicubic,+5.980,+1.747,+187 +repvit_m1_5.dist_450e_in1k,224,87.915,12.085,97.707,2.293,14.64,0.950,bicubic,+5.395,+1.449,+91 +regnetv_064.ra3_in1k,224,87.911,12.089,97.754,2.246,30.58,0.950,bicubic,+4.793,+1.042,-6 +resnetv2_101.a1h_in1k,288,87.911,12.089,97.660,2.340,44.54,1.000,bicubic,+4.909,+1.216,+6 +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,87.911,12.089,97.594,2.406,60.40,0.950,bicubic,+4.259,+1.048,-95 +flexivit_small.1200ep_in1k,240,87.909,12.091,97.613,2.387,22.06,0.950,bicubic,+5.333,+1.461,+80 +sequencer2d_l.in1k,224,87.907,12.093,97.711,2.289,54.30,0.875,bicubic,+4.501,+1.207,-55 +efficientvit_b2.r288_in1k,288,87.907,12.093,97.592,2.408,24.33,1.000,bicubic,+4.829,+1.306,-5 +vit_base_patch32_384.augreg_in21k_ft_in1k,384,87.903,12.097,98.021,1.979,88.30,1.000,bicubic,+4.545,+1.193,-49 +regnety_040.ra3_in1k,288,87.896,12.104,97.880,2.120,20.65,1.000,bicubic,+4.848,+1.378,-6 +twins_pcpvt_large.in1k,224,87.896,12.104,97.865,2.135,60.99,0.900,bicubic,+4.738,+1.495,-21 +hgnetv2_b2.ssld_stage1_in22k_in1k,288,87.892,12.108,97.893,2.107,11.22,1.000,bicubic,+6.436,+1.877,+238 +tf_efficientnetv2_s.in1k,300,87.890,12.110,97.745,2.255,21.46,1.000,bicubic,+4.728,+1.411,-28 +coatnet_rmlp_1_rw_224.sw_in1k,224,87.875,12.125,97.630,2.370,41.69,0.950,bicubic,+4.525,+1.178,-51 +maxvit_tiny_rw_224.sw_in1k,224,87.871,12.129,97.649,2.351,29.06,0.950,bicubic,+4.349,+1.161,-89 +swin_base_patch4_window7_224.ms_in1k,224,87.869,12.131,97.558,2.442,87.77,0.900,bicubic,+4.265,+1.108,-102 +ecaresnet101d.miil_in1k,288,87.866,12.134,97.899,2.101,44.57,0.950,bicubic,+4.860,+1.603,-8 +convnext_nano.in12k_ft_in1k,288,87.864,12.136,97.895,2.105,15.59,1.000,bicubic,+4.982,+1.333,+13 +deit_base_patch16_384.fb_in1k,384,87.862,12.138,97.510,2.490,86.86,1.000,bicubic,+4.754,+1.134,-21 +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,87.858,12.142,97.722,2.278,14.25,1.000,bicubic,+4.938,+1.272,+2 +swin_s3_small_224.ms_in1k,224,87.854,12.146,97.442,2.558,49.74,0.900,bicubic,+4.076,+0.982,-139 +efficientnetv2_rw_s.ra2_in1k,288,87.852,12.149,97.741,2.259,23.94,1.000,bicubic,+4.963,+1.413,+7 +vit_little_patch16_reg4_gap_256.sbb_in1k,256,87.849,12.151,97.711,2.289,22.52,0.950,bicubic,+5.329,+1.599,+69 +convformer_s18.sail_in1k,224,87.841,12.159,97.545,2.455,26.77,1.000,bicubic,+4.873,+1.299,-6 +focalnet_small_srf.ms_in1k,224,87.832,12.168,97.551,2.449,49.89,0.900,bicubic,+4.404,+1.119,-77 +xcit_small_12_p8_224.fb_in1k,224,87.830,12.170,97.562,2.438,26.21,1.000,bicubic,+4.476,+1.142,-65 +deit3_medium_patch16_224.fb_in1k,224,87.822,12.178,97.643,2.357,38.85,0.900,bicubic,+4.732,+1.531,-27 +seresnext101_32x8d.ah_in1k,224,87.822,12.178,97.545,2.455,93.57,0.950,bicubic,+4.204,+1.133,-115 +maxxvit_rmlp_nano_rw_256.sw_in1k,256,87.815,12.185,97.752,2.248,16.78,0.950,bicubic,+4.779,+1.408,-22 +flexivit_small.600ep_in1k,240,87.815,12.185,97.566,2.434,22.06,0.950,bicubic,+5.427,+1.524,+83 +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,87.807,12.193,97.765,2.235,88.22,0.900,bicubic,+4.503,+1.237,-62 +tresnet_xl.miil_in1k_448,448,87.807,12.193,97.466,2.534,78.44,0.875,bilinear,+4.741,+1.286,-27 +resnetv2_50x1_bit.goog_distilled_in1k,224,87.798,12.202,97.903,2.097,25.55,0.875,bicubic,+4.978,+1.377,+6 +regnetz_c16_evos.ch_in1k,256,87.794,12.206,97.822,2.178,13.49,0.950,bicubic,+5.854,+1.672,+154 +nextvit_small.bd_in1k,224,87.794,12.206,97.677,2.323,31.76,0.950,bicubic,+5.168,+1.453,+36 +tf_efficientnetv2_b3.in21k_ft_in1k,300,87.785,12.215,97.893,2.107,14.36,0.900,bicubic,+5.151,+1.265,+31 +repvit_m1_5.dist_300e_in1k,224,87.785,12.215,97.645,2.355,14.64,0.950,bicubic,+5.403,+1.619,+78 +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,87.766,12.234,97.335,2.665,86.63,1.000,bicubic,+4.258,+0.965,-109 +convnext_tiny.fb_in1k,288,87.762,12.238,97.587,2.413,28.59,1.000,bicubic,+5.068,+1.443,+19 +efficientnet_b4.ra2_in1k,320,87.755,12.245,97.630,2.370,19.34,0.875,bicubic,+5.097,+1.496,+23 +regnety_064.ra3_in1k,224,87.751,12.249,97.643,2.357,30.58,0.950,bicubic,+4.745,+1.119,-31 +rdnet_tiny.nv_in1k,224,87.743,12.257,97.705,2.295,23.86,0.900,bicubic,+4.929,+1.673,-2 +regnety_320.tv2_in1k,224,87.743,12.257,97.675,2.325,145.05,0.965,bicubic,+4.573,+1.259,-59 +convnextv2_nano.fcmae_ft_in22k_in1k,288,87.738,12.262,97.891,2.109,15.62,1.000,bicubic,+5.072,+1.345,+16 +tresnet_m.miil_in21k_ft_in1k,224,87.736,12.264,97.525,2.474,31.39,0.875,bilinear,+4.646,+1.241,-44 +hgnet_small.paddle_in1k,288,87.728,12.272,97.656,2.344,24.36,1.000,bicubic,+5.506,+1.432,+95 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,87.725,12.274,97.686,2.314,11.07,1.000,bicubic,+5.225,+1.400,+49 +gc_efficientnetv2_rw_t.agc_in1k,288,87.723,12.277,97.809,2.191,13.68,1.000,bicubic,+5.237,+1.507,+51 +twins_pcpvt_base.in1k,224,87.723,12.277,97.722,2.278,43.83,0.900,bicubic,+4.999,+1.372,+4 +mvitv2_tiny.fb_in1k,224,87.723,12.277,97.562,2.438,24.17,0.900,bicubic,+5.315,+1.412,+58 +resnext101_64x4d.tv_in1k,224,87.717,12.283,97.585,2.415,83.46,0.875,bilinear,+4.739,+1.311,-35 +maxvit_rmlp_nano_rw_256.sw_in1k,256,87.715,12.285,97.570,2.430,15.50,0.950,bicubic,+4.737,+1.318,-37 +seresnext101d_32x8d.ah_in1k,224,87.713,12.287,97.707,2.293,93.59,0.950,bicubic,+4.011,+0.913,-153 +resnetrs152.tf_in1k,256,87.706,12.294,97.528,2.472,86.62,1.000,bicubic,+4.806,+0.912,-27 +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,87.691,12.309,97.679,2.321,10.59,1.000,bicubic,+5.085,+1.365,+20 +mambaout_tiny.in1k,224,87.689,12.311,97.491,2.509,26.55,1.000,bicubic,+4.947,+1.757,-7 +swin_small_patch4_window7_224.ms_in1k,224,87.685,12.315,97.568,2.432,49.61,0.900,bicubic,+4.457,+1.242,-78 +rexnet_300.nav_in1k,224,87.683,12.317,97.609,2.391,34.71,0.875,bicubic,+4.903,+1.379,-14 +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,87.678,12.322,97.946,2.054,44.54,1.000,bilinear,+5.347,+1.422,+63 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,87.662,12.338,97.792,2.208,11.07,0.950,bicubic,+5.302,+1.536,+58 +coat_small.in1k,224,87.662,12.338,97.538,2.462,21.69,0.900,bicubic,+5.284,+1.324,+54 +pnasnet5large.tf_in1k,331,87.662,12.338,97.489,2.511,86.06,0.911,bicubic,+4.848,+1.205,-20 +efficientnetv2_rw_t.ra2_in1k,288,87.657,12.343,97.679,2.321,13.65,1.000,bicubic,+5.303,+1.501,+57 +cs3edgenet_x.c2_in1k,288,87.655,12.345,97.647,2.353,47.82,1.000,bicubic,+4.921,+1.273,-13 +resnetaa50d.sw_in12k_ft_in1k,288,87.653,12.347,97.805,2.195,25.58,1.000,bicubic,+4.997,+1.313,-1 +fastvit_sa24.apple_in1k,256,87.649,12.351,97.703,2.297,21.55,0.900,bicubic,+4.943,+1.425,-10 +efficientvit_b2.r256_in1k,256,87.644,12.356,97.459,2.541,24.33,1.000,bicubic,+4.932,+1.367,-12 +maxxvitv2_nano_rw_256.sw_in1k,256,87.642,12.358,97.534,2.466,23.70,0.950,bicubic,+4.534,+1.202,-70 +maxvit_nano_rw_256.sw_in1k,256,87.642,12.358,97.521,2.479,15.45,0.950,bicubic,+4.708,+1.297,-47 +resnet101.a1h_in1k,288,87.636,12.364,97.560,2.440,44.55,1.000,bicubic,+4.840,+1.236,-27 +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,87.636,12.364,97.447,2.554,86.46,1.000,bicubic,+4.168,+0.877,-134 +xcit_medium_24_p8_224.fb_in1k,224,87.636,12.364,97.201,2.799,84.32,1.000,bicubic,+3.892,+0.807,-181 +twins_svt_base.in1k,224,87.632,12.368,97.525,2.474,56.07,0.900,bicubic,+4.510,+1.095,-79 +swinv2_tiny_window16_256.ms_in1k,256,87.625,12.375,97.549,2.451,28.35,0.900,bicubic,+4.797,+1.327,-38 +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,87.612,12.388,97.826,2.174,194.03,0.875,bilinear,+4.272,+0.983,-111 +tf_efficientnet_b4.in1k,380,87.612,12.388,97.592,2.408,19.34,0.922,bicubic,+5.014,+1.460,+4 +flexivit_small.300ep_in1k,240,87.610,12.390,97.613,2.387,22.06,0.950,bicubic,+5.440,+1.581,+75 +convnext_nano.in12k_ft_in1k,224,87.604,12.396,97.797,2.203,15.59,0.950,bicubic,+5.298,+1.459,+50 +cs3se_edgenet_x.c2ns_in1k,256,87.600,12.400,97.645,2.355,50.72,0.950,bicubic,+4.832,+1.339,-33 +convnextv2_tiny.fcmae_ft_in1k,224,87.600,12.400,97.600,2.400,28.64,0.875,bicubic,+4.652,+1.314,-61 +nest_base_jx.goog_in1k,224,87.600,12.400,97.515,2.485,67.72,0.875,bicubic,+4.047,+1.151,-160 +convnextv2_nano.fcmae_ft_in1k,288,87.591,12.409,97.694,2.306,15.62,1.000,bicubic,+5.101,+1.468,+16 +regnetv_040.ra3_in1k,224,87.589,12.411,97.671,2.329,20.64,0.950,bicubic,+5.149,+1.469,+23 +tnt_b_patch16_224.in1k,224,87.585,12.415,97.481,2.519,65.43,0.900,bicubic,+4.721,+1.251,-52 +resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,87.574,12.426,97.643,2.357,25.03,0.875,bilinear,+5.412,+1.587,+68 +regnetz_c16.ra3_in1k,256,87.574,12.426,97.621,2.378,13.46,0.940,bicubic,+5.412,+1.397,+68 +sequencer2d_m.in1k,224,87.572,12.428,97.583,2.417,38.31,0.875,bicubic,+4.736,+1.307,-53 +tf_efficientnet_b2.ns_jft_in1k,260,87.570,12.430,97.651,2.349,9.11,0.890,bicubic,+5.158,+1.413,+19 +naflexvit_base_patch16_gap.e300_s576_in1k,384,87.570,12.430,97.372,2.628,86.63,1.000,bicubic,+4.230,+1.006,-123 +vit_base_patch32_clip_224.laion2b_ft_in1k,224,87.565,12.435,97.577,2.423,88.22,0.900,bicubic,+4.951,+1.371,-21 +levit_384.fb_dist_in1k,224,87.565,12.435,97.549,2.451,39.13,0.900,bicubic,+4.965,+1.529,-13 +levit_conv_384.fb_dist_in1k,224,87.565,12.435,97.549,2.451,39.13,0.900,bicubic,+4.965,+1.529,-13 +davit_tiny.msft_in1k,224,87.561,12.439,97.579,2.421,28.36,0.950,bicubic,+4.867,+1.315,-36 +ese_vovnet57b.ra4_e3600_r256_in1k,256,87.555,12.445,97.519,2.481,38.61,0.950,bicubic,+5.095,+1.513,+9 +ecaresnet50t.ra2_in1k,320,87.550,12.450,97.666,2.334,25.57,0.950,bicubic,+5.180,+1.546,+21 +regnetx_320.tv2_in1k,224,87.546,12.454,97.568,2.432,107.81,0.965,bicubic,+4.722,+1.368,-58 +inception_next_tiny.sail_in1k,224,87.527,12.473,97.528,2.472,28.06,0.875,bicubic,+5.019,+1.528,-2 +nest_small_jx.goog_in1k,224,87.510,12.490,97.519,2.481,38.35,0.875,bicubic,+4.378,+1.189,-106 +pvt_v2_b2_li.in1k,224,87.510,12.490,97.474,2.526,22.55,0.900,bicubic,+5.310,+1.366,+48 +efficientformerv2_s2.snap_dist_in1k,224,87.508,12.492,97.615,2.385,12.71,0.950,bicubic,+5.352,+1.703,+55 +vit_base_patch16_rpn_224.sw_in1k,224,87.508,12.492,97.489,2.511,86.54,0.900,bicubic,+5.290,+1.493,+42 +edgenext_small.usi_in1k,320,87.506,12.494,97.587,2.413,5.59,1.000,bicubic,+5.932,+1.875,+124 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,87.491,12.509,97.801,2.199,236.34,0.875,bicubic,+4.573,+1.233,-80 +rexnetr_200.sw_in12k_ft_in1k,224,87.484,12.516,97.765,2.235,16.52,0.950,bicubic,+4.882,+1.369,-29 +coatnet_bn_0_rw_224.sw_in1k,224,87.484,12.516,97.553,2.447,27.44,0.950,bicubic,+5.090,+1.331,+7 +efficientnet_b3.ra2_in1k,320,87.480,12.520,97.698,2.302,12.23,1.000,bicubic,+5.184,+1.762,+25 +regnety_080_tv.tv2_in1k,224,87.471,12.529,97.634,2.366,39.38,0.965,bicubic,+4.891,+1.380,-25 +vit_relpos_base_patch16_224.sw_in1k,224,87.471,12.529,97.558,2.442,86.43,0.900,bicubic,+4.989,+1.413,-9 +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,87.471,12.529,97.528,2.472,86.43,0.900,bicubic,+4.713,+1.350,-59 +resnet152.a1h_in1k,224,87.459,12.541,97.400,2.600,60.19,0.950,bicubic,+4.641,+1.276,-70 +regnetx_160.tv2_in1k,224,87.452,12.548,97.431,2.568,54.28,0.965,bicubic,+4.878,+1.373,-24 +fbnetv3_g.ra2_in1k,288,87.448,12.552,97.547,2.453,16.62,0.950,bilinear,+5.414,+1.483,+58 +wide_resnet50_2.racm_in1k,288,87.446,12.554,97.562,2.438,68.88,0.950,bicubic,+5.186,+1.500,+23 +resnext101_64x4d.c1_in1k,288,87.437,12.563,97.438,2.562,83.46,1.000,bicubic,+4.279,+0.812,-124 +resnet61q.ra2_in1k,288,87.435,12.565,97.607,2.393,36.85,1.000,bicubic,+4.903,+1.475,-25 +convnextv2_nano.fcmae_ft_in22k_in1k,224,87.424,12.575,97.598,2.402,15.62,0.875,bicubic,+5.386,+1.424,+53 +poolformerv2_m48.sail_in1k,224,87.424,12.575,97.406,2.594,73.35,1.000,bicubic,+4.812,+1.338,-44 +hgnetv2_b2.ssld_stage2_ft_in1k,224,87.420,12.580,97.649,2.351,11.22,0.965,bicubic,+5.856,+1.755,+109 +cs3sedarknet_l.c2ns_in1k,288,87.418,12.582,97.566,2.434,21.91,0.950,bicubic,+5.648,+1.604,+91 +cait_xxs24_384.fb_dist_in1k,384,87.414,12.586,97.619,2.381,12.03,1.000,bicubic,+6.460,+2.189,+206 +tresnet_l.miil_in1k_448,448,87.403,12.597,97.487,2.513,55.99,0.875,bilinear,+5.125,+1.499,+14 +cs3darknet_x.c2ns_in1k,288,87.397,12.603,97.600,2.400,35.05,1.000,bicubic,+5.163,+1.366,+17 +resnet51q.ra2_in1k,288,87.386,12.614,97.585,2.415,35.70,1.000,bilinear,+5.030,+1.403,-4 +xcit_tiny_24_p8_224.fb_in1k,224,87.384,12.616,97.639,2.361,12.11,1.000,bicubic,+5.496,+1.661,+68 +nasnetalarge.tf_in1k,331,87.371,12.629,97.429,2.571,88.75,0.911,bicubic,+4.733,+1.363,-58 +sequencer2d_s.in1k,224,87.371,12.629,97.395,2.605,27.65,0.875,bicubic,+5.035,+1.363,-5 +swinv2_cr_small_224.sw_in1k,224,87.369,12.631,97.338,2.662,49.70,0.900,bicubic,+4.243,+1.228,-134 +coat_lite_small.in1k,224,87.367,12.633,97.368,2.632,19.84,0.900,bicubic,+5.063,+1.514,+1 +pvt_v2_b2.in1k,224,87.365,12.635,97.528,2.472,25.36,0.900,bicubic,+5.303,+1.562,+36 +nfnet_l0.ra2_in1k,224,87.363,12.637,97.517,2.483,35.07,0.900,bicubic,+5.493,+1.483,+63 +seresnext50_32x4d.racm_in1k,288,87.360,12.640,97.602,2.398,27.56,0.950,bicubic,+5.174,+1.456,+18 +resnet101d.ra2_in1k,256,87.358,12.642,97.619,2.381,44.57,0.950,bicubic,+5.104,+1.549,+5 +resnetv2_50d_gn.ah_in1k,288,87.358,12.642,97.536,2.464,25.57,1.000,bicubic,+5.398,+1.756,+50 +vit_relpos_medium_patch16_cls_224.sw_in1k,224,87.358,12.642,97.455,2.545,38.76,0.900,bicubic,+4.800,+1.379,-45 +fastvit_sa12.apple_dist_in1k,256,87.354,12.646,97.491,2.509,11.58,0.900,bicubic,+5.516,+1.791,+66 +hiera_tiny_224.mae_in1k_ft_in1k,224,87.343,12.657,97.376,2.624,27.91,0.900,bicubic,+4.517,+1.188,-99 +crossvit_18_dagger_240.in1k,240,87.335,12.665,97.453,2.547,44.27,0.875,bicubic,+4.841,+1.383,-40 +wide_resnet101_2.tv2_in1k,224,87.328,12.672,97.397,2.603,126.89,0.965,bilinear,+4.814,+1.385,-44 +repvit_m3.dist_in1k,224,87.324,12.676,97.474,2.526,10.68,0.950,bicubic,+5.830,+1.912,+100 +regnety_040.ra3_in1k,224,87.318,12.682,97.607,2.393,20.65,0.950,bicubic,+5.010,+1.529,-13 +resnext101_32x8d.tv2_in1k,224,87.311,12.689,97.558,2.442,88.79,0.965,bilinear,+4.479,+1.324,-106 +crossvit_18_240.in1k,240,87.309,12.691,97.485,2.515,43.27,0.875,bicubic,+4.919,+1.421,-30 +convnext_tiny.fb_in1k,224,87.309,12.691,97.444,2.556,28.59,0.875,bicubic,+5.243,+1.590,+20 +focalnet_tiny_srf.ms_in1k,224,87.307,12.693,97.412,2.588,28.43,0.900,bicubic,+5.161,+1.440,+13 +resnetv2_101.a1h_in1k,224,87.301,12.699,97.329,2.671,44.54,0.950,bicubic,+5.259,+1.463,+23 +ecaresnet50d.miil_in1k,288,87.299,12.701,97.664,2.336,25.58,0.950,bicubic,+5.651,+1.780,+71 +resnest101e.in1k,256,87.299,12.701,97.558,2.442,48.28,0.875,bilinear,+4.383,+1.248,-123 +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,87.296,12.704,97.801,2.199,28.29,0.900,bicubic,+6.330,+1.781,+175 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,87.294,12.706,97.564,2.436,14.62,1.000,bilinear,+5.462,+1.686,+53 +ecaresnet101d.miil_in1k,224,87.292,12.708,97.560,2.440,44.57,0.875,bicubic,+5.112,+1.498,0 +cs3sedarknet_x.c2ns_in1k,256,87.286,12.714,97.534,2.466,35.40,0.887,bicubic,+5.360,+1.512,+39 +tiny_vit_11m_224.in1k,224,87.286,12.714,97.500,2.500,11.00,0.950,bicubic,+5.748,+1.630,+79 +gcvit_xtiny.in1k,224,87.284,12.716,97.481,2.519,19.98,0.875,bicubic,+5.320,+1.515,+27 +hrnet_w18_ssld.paddle_in1k,224,87.284,12.716,97.481,2.519,21.30,0.950,bilinear,+6.170,+2.359,+149 +eca_nfnet_l0.ra2_in1k,224,87.281,12.719,97.551,2.449,24.14,0.900,bicubic,+5.519,+1.557,+57 +coatnet_rmlp_nano_rw_224.sw_in1k,224,87.277,12.723,97.447,2.554,15.15,0.900,bicubic,+5.213,+1.573,+8 +coatnext_nano_rw_224.sw_in1k,224,87.273,12.727,97.521,2.479,14.70,0.900,bicubic,+5.275,+2.227,+17 +mobilenetv4_conv_medium.e500_r256_in1k,320,87.269,12.731,97.523,2.477,9.72,1.000,bicubic,+6.379,+1.773,+177 +ecaresnet101d_pruned.miil_in1k,288,87.258,12.742,97.713,2.287,24.88,0.950,bicubic,+5.242,+1.533,+12 +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,87.258,12.742,97.449,2.551,38.73,0.900,bicubic,+4.944,+1.739,-34 +regnety_032.ra_in1k,224,87.243,12.757,97.549,2.451,19.44,0.950,bicubic,+5.295,+1.577,+24 +regnety_160.tv2_in1k,224,87.243,12.757,97.472,2.528,83.59,0.965,bicubic,+4.597,+1.242,-95 +tresnet_xl.miil_in1k,224,87.237,12.763,97.395,2.605,78.44,0.875,bilinear,+5.177,+1.463,+3 +resnetrs101.tf_in1k,288,87.232,12.768,97.457,2.543,63.62,0.940,bicubic,+4.944,+1.457,-30 +poolformer_m48.sail_in1k,224,87.232,12.768,97.308,2.692,73.47,0.950,bicubic,+4.770,+1.222,-63 +mixer_b16_224.miil_in21k_ft_in1k,224,87.230,12.770,97.417,2.583,59.88,0.875,bilinear,+4.916,+1.431,-40 +xcit_tiny_12_p8_224.fb_dist_in1k,224,87.226,12.774,97.438,2.562,6.71,1.000,bicubic,+6.012,+1.824,+121 +resnetv2_50d_evos.ah_in1k,288,87.215,12.785,97.423,2.577,25.59,1.000,bicubic,+5.191,+1.507,+3 +xcit_tiny_12_p16_384.fb_dist_in1k,384,87.209,12.791,97.468,2.532,6.72,1.000,bicubic,+6.255,+1.830,+158 +tf_efficientnet_b3.ap_in1k,300,87.209,12.791,97.393,2.607,12.23,0.904,bicubic,+5.367,+1.779,+29 +convit_base.fb_in1k,224,87.200,12.800,97.297,2.703,86.54,0.875,bicubic,+4.904,+1.173,-39 +resnet152.tv2_in1k,224,87.194,12.806,97.410,2.590,60.19,0.965,bilinear,+4.900,+1.410,-39 +vit_base_patch32_clip_224.openai_ft_in1k,224,87.185,12.815,97.461,2.539,88.22,0.900,bicubic,+5.241,+1.489,+14 +visformer_small.in1k,224,87.179,12.821,97.316,2.684,40.22,0.900,bicubic,+5.087,+1.440,-13 +cs3edgenet_x.c2_in1k,256,87.175,12.825,97.521,2.479,47.82,0.887,bicubic,+4.977,+1.565,-27 +focalnet_tiny_lrf.ms_in1k,224,87.172,12.828,97.363,2.637,28.65,0.900,bicubic,+4.998,+1.415,-25 +vit_srelpos_medium_patch16_224.sw_in1k,224,87.172,12.828,97.303,2.697,38.74,0.900,bicubic,+4.916,+1.371,-40 +convnext_tiny_hnf.a2h_in1k,288,87.162,12.838,97.282,2.718,28.59,1.000,bicubic,+4.554,+1.258,-104 +crossvit_15_dagger_240.in1k,240,87.158,12.842,97.442,2.558,28.21,0.875,bicubic,+4.856,+1.482,-49 +coatnet_0_rw_224.sw_in1k,224,87.153,12.847,97.214,2.786,27.44,0.950,bicubic,+4.757,+1.370,-71 +mobilenetv4_conv_large.e500_r256_in1k,256,87.151,12.849,97.301,2.699,32.59,0.950,bicubic,+5.287,+1.605,+12 +xcit_small_24_p16_224.fb_in1k,224,87.151,12.849,97.259,2.741,47.67,1.000,bicubic,+4.563,+1.263,-99 +swin_s3_tiny_224.ms_in1k,224,87.149,12.851,97.308,2.692,28.33,0.900,bicubic,+5.021,+1.350,-25 +vit_relpos_medium_patch16_224.sw_in1k,224,87.141,12.860,97.504,2.496,38.75,0.900,bicubic,+4.678,+1.536,-83 +resnetaa50d.sw_in12k_ft_in1k,224,87.130,12.870,97.594,2.406,25.58,0.950,bicubic,+5.348,+1.472,+23 +cs3darknet_x.c2ns_in1k,256,87.119,12.881,97.455,2.545,35.05,0.950,bicubic,+5.263,+1.715,+11 +repvit_m1_1.dist_450e_in1k,224,87.109,12.892,97.412,2.588,8.80,0.950,bicubic,+5.795,+1.844,+84 +efficientvit_b2.r224_in1k,224,87.109,12.892,97.184,2.816,24.33,0.950,bicubic,+4.947,+1.474,-32 +swinv2_tiny_window8_256.ms_in1k,256,87.100,12.900,97.517,2.483,28.35,0.900,bicubic,+5.276,+1.529,+15 +mambaout_kobe.in1k,288,87.091,12.909,97.440,2.560,9.14,1.000,bicubic,+6.027,+1.758,+120 +pit_s_distilled_224.in1k,224,87.091,12.909,97.357,2.643,24.04,0.900,bicubic,+5.265,+1.637,+13 +resnet101.a1h_in1k,224,87.083,12.917,97.263,2.737,44.55,0.950,bicubic,+5.133,+1.467,-8 +ecaresnet50t.a1_in1k,288,87.083,12.917,97.133,2.867,25.57,1.000,bicubic,+4.973,+1.479,-33 +xception41p.ra3_in1k,299,87.074,12.926,97.203,2.797,26.91,0.940,bicubic,+5.096,+1.419,-15 +hgnetv2_b2.ssld_stage1_in22k_in1k,224,87.068,12.932,97.528,2.472,11.22,0.965,bicubic,+6.326,+2.028,+164 +resnet101.a1_in1k,288,87.066,12.934,96.932,3.068,44.55,1.000,bicubic,+4.740,+1.302,-73 +resnext50_32x4d.a1h_in1k,288,87.059,12.941,97.333,2.667,25.03,1.000,bicubic,+5.043,+1.399,-24 +regnetz_b16.ra3_in1k,288,87.055,12.945,97.410,2.590,9.72,1.000,bicubic,+6.315,+1.882,+162 +mobilevitv2_200.cvnets_in22k_ft_in1k,256,87.053,12.947,97.442,2.558,18.45,0.888,bicubic,+4.733,+1.500,-75 +fasternet_s.in1k,224,87.049,12.951,97.387,2.613,31.18,1.000,bicubic,+5.721,+1.709,+69 +poolformerv2_m36.sail_in1k,224,87.044,12.956,97.265,2.735,56.08,1.000,bicubic,+4.830,+1.369,-57 +nest_tiny_jx.goog_in1k,224,87.042,12.958,97.389,2.611,17.06,0.875,bicubic,+5.614,+1.947,+53 +convit_small.fb_in1k,224,87.038,12.962,97.340,2.660,27.78,0.875,bicubic,+5.626,+1.600,+54 +tf_efficientnetv2_b3.in1k,300,87.038,12.962,97.297,2.703,14.36,0.904,bicubic,+5.078,+1.365,-20 +crossvit_15_240.in1k,240,87.036,12.964,97.427,2.573,27.53,0.875,bicubic,+5.514,+1.733,+27 +swinv2_cr_tiny_ns_224.sw_in1k,224,87.036,12.964,97.286,2.714,28.33,0.900,bicubic,+5.240,+1.462,-1 +gcresnet50t.ra2_in1k,288,87.027,12.973,97.380,2.620,25.90,1.000,bicubic,+5.569,+1.656,+42 +resnet152.a2_in1k,288,87.017,12.983,96.913,3.087,60.19,1.000,bicubic,+4.403,+1.165,-136 +efficientnet_b1.ra4_e3600_r240_in1k,288,87.008,12.992,97.325,2.675,7.79,1.000,bicubic,+5.564,+1.627,+43 +coatnet_nano_rw_224.sw_in1k,224,87.006,12.994,97.261,2.739,15.14,0.900,bicubic,+5.302,+1.611,+4 +deit3_small_patch16_224.fb_in1k,224,87.002,12.998,97.165,2.835,22.06,0.900,bicubic,+5.620,+1.547,+53 +resnet61q.ra2_in1k,256,87.000,13.000,97.400,2.600,36.85,0.900,bicubic,+5.030,+1.552,-32 +resnet50d.ra4_e3600_r224_in1k,288,86.998,13.002,97.421,2.579,25.58,1.000,bicubic,+5.157,+1.495,-13 +xcit_small_12_p16_224.fb_in1k,224,86.995,13.005,97.250,2.750,26.25,1.000,bicubic,+5.013,+1.436,-37 +mobilevitv2_175.cvnets_in22k_ft_in1k,256,86.987,13.013,97.361,2.639,14.25,0.888,bicubic,+5.037,+1.601,-31 +deit_small_distilled_patch16_224.fb_in1k,224,86.985,13.015,97.314,2.686,22.44,0.900,bicubic,+5.781,+1.936,+74 +resmlp_36_224.fb_distilled_in1k,224,86.980,13.020,97.271,2.729,44.69,0.875,bicubic,+5.830,+1.763,+78 +hgnet_small.paddle_in1k,224,86.976,13.024,97.412,2.588,24.36,0.965,bicubic,+5.550,+1.566,+39 +regnety_032.tv2_in1k,224,86.972,13.028,97.400,2.600,19.44,0.965,bicubic,+5.184,+1.574,-13 +poolformer_m36.sail_in1k,224,86.965,13.035,97.139,2.861,56.17,0.950,bicubic,+4.861,+1.441,-60 +xcit_large_24_p16_224.fb_in1k,224,86.963,13.037,96.921,3.079,189.10,1.000,bicubic,+4.077,+1.041,-191 +mobilenetv4_hybrid_medium.e500_r224_in1k,256,86.953,13.047,97.472,2.528,11.07,1.000,bicubic,+5.669,+1.726,+54 +edgenext_small.usi_in1k,256,86.946,13.054,97.291,2.709,5.59,0.950,bicubic,+5.878,+1.961,+87 +resnet101.a2_in1k,288,86.946,13.054,96.981,3.019,44.55,1.000,bicubic,+4.728,+1.241,-81 +xcit_medium_24_p16_224.fb_in1k,224,86.942,13.058,97.094,2.906,84.40,1.000,bicubic,+4.312,+1.116,-156 +resnet51q.ra2_in1k,256,86.938,13.062,97.468,2.532,35.70,0.875,bilinear,+5.164,+1.536,-17 +resnet101.tv2_in1k,224,86.929,13.071,97.252,2.748,44.55,0.965,bilinear,+5.023,+1.484,-36 +poolformerv2_s36.sail_in1k,224,86.927,13.073,97.359,2.641,30.79,1.000,bicubic,+5.351,+1.679,-3 +resnetv2_50.a1h_in1k,288,86.923,13.077,97.327,2.673,25.55,1.000,bicubic,+5.517,+1.615,+30 +cs3sedarknet_l.c2ns_in1k,256,86.921,13.079,97.419,2.581,21.91,0.887,bicubic,+5.713,+1.621,+59 +tnt_s_legacy_patch16_224.in1k,224,86.908,13.092,97.365,2.635,23.76,0.900,bicubic,+5.396,+1.623,+2 +convnext_tiny_hnf.a2h_in1k,224,86.908,13.092,97.271,2.729,28.59,0.950,bicubic,+4.678,+1.411,-92 +vit_relpos_small_patch16_224.sw_in1k,224,86.903,13.097,97.489,2.511,21.98,0.900,bicubic,+5.427,+1.665,+10 +convmixer_1536_20.in1k,224,86.895,13.105,97.353,2.647,51.63,0.960,bicubic,+5.513,+1.899,+29 +convnextv2_nano.fcmae_ft_in1k,224,86.891,13.109,97.267,2.733,15.62,0.875,bicubic,+5.035,+1.311,-37 +resnet152.a1_in1k,288,86.886,13.114,96.802,3.198,60.19,1.000,bicubic,+4.144,+0.704,-186 +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,86.876,13.124,97.534,2.466,36.43,0.900,bicubic,+5.020,+1.450,-41 +ecaresnetlight.miil_in1k,288,86.874,13.126,97.493,2.507,30.16,0.950,bicubic,+5.444,+1.703,+16 +rexnet_200.nav_in1k,224,86.863,13.137,97.278,2.722,16.37,0.875,bicubic,+5.227,+1.606,-19 +vit_small_patch16_224.augreg_in21k_ft_in1k,224,86.854,13.146,97.596,2.404,22.05,0.900,bicubic,+5.452,+1.446,+20 +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,86.846,13.154,97.519,2.481,194.03,0.875,bilinear,+4.990,+1.481,-47 +tf_efficientnet_b3.aa_in1k,300,86.846,13.154,97.297,2.703,12.23,0.904,bicubic,+5.198,+1.573,-23 +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,86.842,13.158,96.883,3.117,22.06,0.900,bicubic,+5.868,+1.907,+79 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,86.840,13.161,97.329,2.671,11.07,0.950,bicubic,+5.362,+1.637,-2 +coat_mini.in1k,224,86.835,13.165,97.158,2.842,10.34,0.900,bicubic,+5.515,+1.770,+26 +swiftformer_l1.dist_in1k,224,86.833,13.167,97.308,2.692,12.06,0.950,bicubic,+5.927,+2.054,+86 +deit_base_patch16_224.fb_in1k,224,86.833,13.167,97.062,2.938,86.57,0.900,bicubic,+4.853,+1.322,-69 +vit_small_patch16_rope_mixed_224.naver_in1k,224,86.831,13.169,96.740,3.260,21.99,0.900,bicubic,+5.579,+1.684,+33 +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,86.829,13.171,97.278,2.722,5.76,1.000,bicubic,+6.181,+1.758,+125 +efficientnet_b3.ra2_in1k,288,86.827,13.173,97.323,2.677,12.23,0.875,bicubic,+5.355,+1.627,-5 +vit_small_patch16_rope_224.naver_in1k,224,86.822,13.178,96.855,3.145,21.98,0.900,bicubic,+5.600,+1.835,+35 +tresnet_m.miil_in1k_448,448,86.818,13.182,97.203,2.797,31.39,0.875,bilinear,+5.108,+1.641,-39 +repvit_m1_1.dist_300e_in1k,224,86.807,13.193,97.314,2.686,8.80,0.950,bicubic,+5.981,+2.140,+95 +resnet50.fb_swsl_ig1b_ft_in1k,224,86.805,13.195,97.496,2.504,25.56,0.875,bilinear,+5.659,+1.516,+43 +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,86.803,13.197,97.474,2.526,88.79,0.875,bilinear,+5.183,+1.438,-35 +tf_efficientnet_lite4.in1k,380,86.803,13.197,97.254,2.746,13.01,0.920,bilinear,+5.263,+1.586,-25 +resnetaa50.a1h_in1k,288,86.799,13.201,97.359,2.641,25.56,1.000,bicubic,+5.181,+1.565,-35 +resnext101_64x4d.c1_in1k,224,86.784,13.216,97.152,2.848,83.46,0.950,bicubic,+4.338,+1.232,-153 +gc_efficientnetv2_rw_t.agc_in1k,224,86.782,13.218,97.278,2.722,13.68,1.000,bicubic,+5.506,+1.698,+19 +ese_vovnet39b.ra_in1k,288,86.780,13.220,97.374,2.626,24.57,0.950,bicubic,+6.402,+2.014,+156 +seresnet50.ra2_in1k,288,86.775,13.225,97.357,2.643,28.09,0.950,bicubic,+5.487,+1.705,+14 +tresnet_l.miil_in1k,224,86.773,13.227,97.273,2.727,55.99,0.875,bilinear,+5.275,+1.621,-24 +regnetx_080.tv2_in1k,224,86.771,13.229,97.182,2.818,39.57,0.965,bicubic,+5.219,+1.642,-35 +fbnetv3_g.ra2_in1k,240,86.765,13.235,97.242,2.759,16.62,0.950,bilinear,+5.519,+1.555,+18 +tnt_s_patch16_224.in1k,224,86.763,13.237,97.320,2.679,23.77,0.900,bicubic,+5.257,+1.554,-30 +twins_svt_small.in1k,224,86.763,13.237,97.169,2.831,24.06,0.900,bicubic,+5.069,+1.499,-51 +cs3darknet_l.c2ns_in1k,288,86.760,13.239,97.472,2.528,21.16,0.950,bicubic,+5.878,+1.810,+72 +ecaresnet50t.a2_in1k,288,86.760,13.239,97.069,2.931,25.57,1.000,bicubic,+5.078,+1.545,-52 +vit_base_patch16_224.orig_in21k_ft_in1k,224,86.754,13.246,97.447,2.554,86.57,0.900,bicubic,+4.972,+1.410,-63 +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,86.754,13.246,97.246,2.754,13.42,0.950,bicubic,+6.492,+1.886,+163 +resnet50d.ra2_in1k,288,86.752,13.248,97.372,2.628,25.58,0.950,bicubic,+5.398,+1.814,-5 +convnextv2_pico.fcmae_ft_in1k,288,86.752,13.248,97.329,2.671,9.07,0.950,bicubic,+5.690,+1.853,+40 +resnet50_gn.a1h_in1k,288,86.750,13.250,97.444,2.556,25.56,0.950,bicubic,+5.534,+1.810,+13 +cs3darknet_focus_l.c2ns_in1k,288,86.750,13.250,97.370,2.630,21.15,0.950,bicubic,+5.856,+1.696,+61 +seresnet50.a1_in1k,288,86.748,13.252,96.955,3.045,28.09,1.000,bicubic,+5.634,+1.619,+29 +efficientnetv2_rw_t.ra2_in1k,224,86.746,13.255,97.224,2.776,13.65,1.000,bicubic,+5.376,+1.674,-11 +tiny_vit_5m_224.dist_in22k_ft_in1k,224,86.743,13.257,97.318,2.682,5.39,0.950,bicubic,+5.869,+1.650,+64 +fastvit_s12.apple_dist_in1k,256,86.735,13.265,97.203,2.797,9.47,0.900,bicubic,+5.661,+1.925,+30 +crossvit_base_240.in1k,240,86.735,13.265,97.118,2.882,105.03,0.875,bicubic,+4.523,+1.292,-133 +mobilevitv2_150.cvnets_in22k_ft_in1k,256,86.731,13.269,97.227,2.773,10.59,0.888,bicubic,+5.265,+1.683,-35 +convnext_nano_ols.d1h_in1k,288,86.731,13.269,97.028,2.972,15.65,1.000,bicubic,+5.119,+1.402,-56 +levit_conv_256.fb_dist_in1k,224,86.726,13.274,97.254,2.746,18.89,0.900,bicubic,+5.220,+1.788,-45 +levit_256.fb_dist_in1k,224,86.724,13.276,97.254,2.746,18.89,0.900,bicubic,+5.218,+1.788,-47 +vit_srelpos_small_patch16_224.sw_in1k,224,86.711,13.289,97.244,2.756,21.97,0.900,bicubic,+5.603,+1.664,+21 +pit_b_224.in1k,224,86.707,13.293,96.896,3.104,73.76,0.900,bicubic,+4.249,+1.192,-181 +hgnet_tiny.paddle_in1k,288,86.705,13.295,97.310,2.690,14.74,1.000,bicubic,+6.061,+1.754,+88 +seresnext50_32x4d.racm_in1k,224,86.705,13.295,97.203,2.797,27.56,0.875,bicubic,+5.437,+1.579,-7 +halo2botnet50ts_256.a1h_in1k,256,86.703,13.297,97.090,2.910,22.64,0.950,bicubic,+4.619,+1.432,-126 +resnet50.ram_in1k,288,86.696,13.304,97.195,2.805,25.56,0.950,bicubic,+6.714,+2.157,+173 +crossvit_small_240.in1k,240,86.694,13.306,97.282,2.718,26.86,0.875,bicubic,+5.658,+1.816,+25 +vit_small_patch16_rope_ape_224.naver_in1k,224,86.694,13.306,96.853,3.147,22.06,0.900,bicubic,+5.678,+1.865,+27 +ecaresnet50t.ra2_in1k,256,86.690,13.310,97.340,2.660,25.57,0.875,bicubic,+5.240,+1.662,-41 +tf_efficientnet_b1.ns_jft_in1k,240,86.688,13.312,97.393,2.607,7.79,0.882,bicubic,+5.300,+1.853,-32 +wide_resnet50_2.racm_in1k,224,86.677,13.323,97.212,2.788,68.88,0.875,bicubic,+5.211,+1.994,-47 +swin_tiny_patch4_window7_224.ms_in1k,224,86.677,13.323,97.201,2.799,28.29,0.900,bicubic,+5.289,+1.445,-33 +resnet50d.a1_in1k,288,86.675,13.325,96.684,3.316,25.58,1.000,bicubic,+5.209,+1.006,-48 +ecaresnet50d_pruned.miil_in1k,288,86.669,13.331,97.431,2.568,19.94,0.950,bicubic,+5.861,+1.865,+55 +gernet_l.idstcv_in1k,256,86.666,13.334,97.205,2.795,31.08,0.875,bilinear,+5.312,+1.463,-31 +twins_pcpvt_small.in1k,224,86.652,13.348,97.320,2.679,24.11,0.900,bicubic,+5.536,+1.697,+1 +resnext101_32x8d.tv2_in1k,176,86.652,13.348,97.203,2.797,88.79,0.875,bilinear,+4.662,+1.487,-123 +poolformer_s36.sail_in1k,224,86.643,13.357,97.145,2.855,30.86,0.900,bicubic,+5.215,+1.515,-45 +resmlp_24_224.fb_distilled_in1k,224,86.635,13.366,97.139,2.861,30.02,0.875,bicubic,+5.868,+1.919,+54 +resnet50.c2_in1k,288,86.630,13.370,97.346,2.654,25.56,1.000,bicubic,+5.768,+1.816,+41 +repvit_m2.dist_in1k,224,86.628,13.372,97.212,2.788,8.80,0.950,bicubic,+6.160,+2.040,+91 +efficientnet_b3_pruned.in1k,300,86.620,13.380,97.182,2.818,9.86,0.904,bicubic,+5.756,+1.916,+38 +resnest50d_4s2x40d.in1k,224,86.615,13.385,97.284,2.716,30.42,0.875,bicubic,+5.469,+1.718,-9 +efficientnet_el.ra_in1k,300,86.615,13.385,97.177,2.823,10.59,0.904,bicubic,+5.307,+1.639,-33 +gcresnext50ts.ch_in1k,288,86.605,13.395,97.182,2.818,15.67,1.000,bicubic,+5.363,+1.646,-25 +sehalonet33ts.ra2_in1k,256,86.596,13.404,97.019,2.981,13.69,0.940,bicubic,+5.620,+1.747,+12 +repvgg_b3.rvgg_in1k,224,86.594,13.406,97.130,2.869,123.09,0.875,bilinear,+6.066,+1.802,+78 +nf_resnet50.ra2_in1k,288,86.590,13.410,97.297,2.703,25.56,0.940,bicubic,+5.932,+1.947,+61 +sebotnet33ts_256.a1h_in1k,256,86.581,13.419,96.780,3.220,13.70,0.940,bicubic,+5.425,+1.620,-18 +resnet50.a1_in1k,288,86.579,13.421,96.806,3.194,25.56,1.000,bicubic,+5.339,+1.694,-29 +fastvit_sa12.apple_in1k,256,86.577,13.423,97.210,2.791,11.58,0.900,bicubic,+5.731,+1.864,+32 +wide_resnet50_2.tv2_in1k,224,86.568,13.432,97.250,2.750,68.88,0.965,bilinear,+4.956,+1.484,-92 +mambaout_femto.in1k,288,86.558,13.442,97.269,2.731,7.30,1.000,bicubic,+6.646,+2.135,+152 +xcit_tiny_24_p16_224.fb_dist_in1k,224,86.538,13.462,97.214,2.786,12.12,1.000,bicubic,+6.076,+2.012,+81 +seresnet50.a2_in1k,288,86.532,13.468,96.934,3.066,28.09,1.000,bicubic,+5.438,+1.704,-11 +repvit_m1_0.dist_450e_in1k,224,86.530,13.470,97.098,2.902,7.30,0.950,bicubic,+6.100,+2.176,+88 +resnet50.c1_in1k,288,86.528,13.472,97.235,2.765,25.56,1.000,bicubic,+5.600,+1.681,+10 +convnext_nano.d1h_in1k,288,86.526,13.474,97.177,2.823,15.59,1.000,bicubic,+5.052,+1.507,-77 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,86.515,13.485,97.190,2.810,14.62,0.950,bilinear,+5.521,+1.716,-2 +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.511,13.489,97.466,2.534,44.18,0.875,bilinear,+5.575,+1.734,+6 +maxvit_rmlp_pico_rw_256.sw_in1k,256,86.508,13.492,97.214,2.786,7.52,0.950,bicubic,+5.959,+2.028,+58 +dm_nfnet_f0.dm_in1k,192,86.506,13.494,97.293,2.707,71.49,0.900,bicubic,+5.070,+1.621,-72 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,86.504,13.496,97.203,2.797,8.46,0.950,bicubic,+5.820,+1.761,+43 +seresnet33ts.ra2_in1k,288,86.504,13.496,97.180,2.820,19.78,1.000,bicubic,+5.690,+1.834,+23 +vit_small_patch16_384.augreg_in1k,384,86.502,13.498,97.186,2.814,22.20,1.000,bicubic,+5.372,+1.596,-28 +haloregnetz_b.ra3_in1k,224,86.502,13.498,96.949,3.051,11.68,0.940,bicubic,+5.444,+1.753,-16 +gcresnet50t.ra2_in1k,256,86.491,13.509,97.130,2.869,25.90,0.900,bicubic,+5.547,+1.672,-2 +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,86.487,13.513,97.273,2.727,9.72,1.000,bicubic,+6.335,+1.975,+115 +ecaresnet50d.miil_in1k,224,86.485,13.515,97.186,2.814,25.58,0.875,bicubic,+5.851,+1.876,+45 +resnet152.a2_in1k,224,86.483,13.517,96.595,3.405,60.19,0.950,bicubic,+4.719,+1.325,-122 +halonet50ts.a1h_in1k,256,86.481,13.519,97.156,2.844,22.73,0.940,bicubic,+4.841,+1.544,-115 +resnet50.d_in1k,288,86.472,13.528,97.056,2.944,25.56,1.000,bicubic,+5.460,+1.600,-16 +resnet152s.gluon_in1k,224,86.466,13.534,97.139,2.861,60.32,0.875,bicubic,+5.418,+1.697,-22 +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,86.464,13.536,97.613,2.387,25.55,1.000,bilinear,+6.078,+1.919,+74 +repvit_m1_0.dist_300e_in1k,224,86.464,13.536,97.049,2.951,7.30,0.950,bicubic,+6.312,+2.279,+109 +mobilevitv2_200.cvnets_in1k,256,86.459,13.541,96.981,3.019,18.45,0.888,bicubic,+5.311,+1.601,-43 +tf_efficientnetv2_b3.in21k_ft_in1k,240,86.455,13.545,97.417,2.583,14.36,0.900,bicubic,+5.377,+1.497,-32 +resnet50.b1k_in1k,288,86.453,13.547,97.235,2.765,25.56,1.000,bicubic,+5.745,+2.057,+23 +resnext50d_32x4d.bt_in1k,288,86.453,13.547,97.152,2.848,25.05,0.950,bicubic,+5.777,+1.726,+29 +resnet50.tv2_in1k,224,86.451,13.549,97.150,2.850,25.56,0.965,bilinear,+5.605,+1.720,+2 +resnetv2_34d.ra4_e3600_r384_in1k,448,86.440,13.560,97.218,2.782,21.82,1.000,bicubic,+6.010,+1.936,+62 +regnety_016.tv2_in1k,224,86.432,13.568,97.214,2.786,11.20,0.965,bicubic,+5.764,+1.878,+26 +resnest50d_1s4x24d.in1k,224,86.430,13.570,97.150,2.850,25.68,0.875,bicubic,+5.406,+1.812,-29 +hgnetv2_b1.ssld_stage2_ft_in1k,288,86.421,13.579,97.184,2.816,6.34,1.000,bicubic,+6.505,+1.996,+119 +mobilenetv4_conv_medium.e500_r224_in1k,256,86.410,13.590,97.216,2.784,9.72,1.000,bicubic,+6.574,+2.024,+136 +resnet50d.ra4_e3600_r224_in1k,224,86.410,13.590,97.133,2.867,25.58,0.950,bicubic,+5.454,+1.753,-24 +poolformerv2_s24.sail_in1k,224,86.406,13.594,97.120,2.880,21.34,1.000,bicubic,+5.660,+1.802,+8 +mobilenetv4_hybrid_medium.e500_r224_in1k,224,86.404,13.596,97.162,2.837,11.07,0.950,bicubic,+5.972,+1.784,+54 +resnet152.a1_in1k,224,86.380,13.620,96.513,3.487,60.19,0.950,bicubic,+4.382,+0.625,-177 +fastvit_t12.apple_dist_in1k,256,86.365,13.634,97.086,2.914,7.55,0.900,bicubic,+6.001,+2.046,+63 +lamhalobotnet50ts_256.a1h_in1k,256,86.365,13.634,97.058,2.942,22.57,0.950,bicubic,+4.813,+1.548,-124 +darknet53.c2ns_in1k,288,86.363,13.637,97.120,2.880,41.61,1.000,bicubic,+5.821,+1.692,+31 +darknetaa53.c2ns_in1k,288,86.361,13.639,97.145,2.855,36.02,1.000,bilinear,+5.833,+1.891,+31 +repvgg_b3g4.rvgg_in1k,224,86.361,13.639,97.045,2.955,83.83,0.875,bilinear,+6.137,+1.945,+84 +resnetv2_50d_gn.ah_in1k,224,86.359,13.641,97.139,2.861,25.57,0.950,bicubic,+5.559,+1.783,-5 +tf_efficientnet_b3.in1k,300,86.346,13.654,96.923,3.077,12.23,0.904,bicubic,+5.468,+1.615,-19 +efficientformer_l1.snap_dist_in1k,224,86.344,13.656,97.017,2.983,12.29,0.950,bicubic,+5.842,+2.025,+30 +nf_resnet50.ra2_in1k,256,86.340,13.660,97.064,2.936,25.56,0.940,bicubic,+6.104,+1.960,+78 +resnet101.a1_in1k,224,86.340,13.660,96.543,3.457,44.55,0.950,bicubic,+4.846,+1.379,-122 +resnext50_32x4d.a1h_in1k,224,86.338,13.662,96.970,3.030,25.03,0.950,bicubic,+5.198,+1.650,-65 +legacy_senet154.in1k,224,86.338,13.662,96.934,3.066,115.09,0.875,bilinear,+5.018,+1.432,-93 +resnet50.a1h_in1k,224,86.336,13.664,97.058,2.942,25.56,1.000,bicubic,+5.682,+1.746,+8 +mobilevitv2_175.cvnets_in1k,256,86.331,13.669,96.975,3.025,14.25,0.888,bicubic,+5.461,+1.695,-24 +resnet50d.a2_in1k,288,86.327,13.673,96.684,3.316,25.58,1.000,bicubic,+5.163,+1.584,-74 +cait_xxs36_224.fb_dist_in1k,224,86.323,13.677,97.113,2.887,17.30,1.000,bicubic,+6.573,+2.247,+127 +mobilenetv4_conv_medium.e500_r256_in1k,256,86.321,13.679,97.094,2.906,9.72,0.950,bicubic,+6.405,+1.930,+96 +pit_s_224.in1k,224,86.319,13.681,97.041,2.959,23.46,0.900,bicubic,+5.204,+1.403,-67 +cs3darknet_l.c2ns_in1k,256,86.316,13.684,97.214,2.786,21.16,0.887,bicubic,+5.966,+1.910,+47 +vit_small_patch32_384.augreg_in21k_ft_in1k,384,86.310,13.690,97.412,2.588,22.92,1.000,bicubic,+5.834,+2.218,+21 +efficientnet_b2.ra_in1k,288,86.310,13.690,96.990,3.010,9.11,1.000,bicubic,+5.698,+1.670,+6 +resnet50.b2k_in1k,288,86.308,13.692,97.066,2.934,25.56,1.000,bicubic,+5.842,+2.032,+22 +gernet_m.idstcv_in1k,224,86.304,13.696,97.094,2.906,21.14,0.875,bilinear,+5.602,+1.908,-7 +senet154.gluon_in1k,224,86.304,13.696,96.938,3.062,115.09,0.875,bicubic,+5.046,+1.580,-96 +resnext50_32x4d.a1_in1k,288,86.299,13.701,96.701,3.299,25.03,1.000,bicubic,+4.819,+1.549,-136 +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,86.297,13.703,97.143,2.857,15.25,0.950,bicubic,+6.215,+2.005,+74 +gcresnet33ts.ra2_in1k,288,86.295,13.705,97.043,2.957,19.88,1.000,bicubic,+5.707,+1.725,+2 +hgnetv2_b1.ssld_stage1_in22k_in1k,288,86.276,13.724,97.141,2.859,6.34,1.000,bicubic,+7.226,+2.251,+198 +resnext50_32x4d.tv2_in1k,224,86.276,13.724,97.054,2.946,25.03,0.965,bilinear,+5.086,+1.710,-90 +resnext50_32x4d.a2_in1k,288,86.274,13.726,96.665,3.335,25.03,1.000,bicubic,+4.970,+1.551,-108 +regnetz_b16.ra3_in1k,224,86.263,13.737,96.998,3.002,9.72,0.940,bicubic,+6.399,+2.016,+95 +eca_resnet33ts.ra2_in1k,288,86.257,13.743,97.165,2.835,19.68,1.000,bicubic,+5.541,+1.783,-20 +gcvit_xxtiny.in1k,224,86.252,13.748,97.107,2.893,12.00,0.875,bicubic,+6.496,+2.049,+108 +resnetv2_50d_evos.ah_in1k,224,86.248,13.752,97.017,2.983,25.59,0.950,bicubic,+5.420,+1.747,-39 +regnetx_032.tv2_in1k,224,86.235,13.765,97.058,2.942,15.30,0.965,bicubic,+5.319,+1.810,-56 +resnest50d.in1k,224,86.220,13.780,97.062,2.938,27.48,0.875,bilinear,+5.262,+1.690,-65 +convmixer_768_32.in1k,224,86.220,13.780,97.024,2.976,21.11,0.960,bicubic,+6.062,+1.954,+57 +vit_base_patch16_384.augreg_in1k,384,86.214,13.786,96.960,3.040,86.86,1.000,bicubic,+5.112,+1.626,-84 +cs3darknet_focus_l.c2ns_in1k,256,86.212,13.788,97.126,2.874,21.15,0.887,bicubic,+5.958,+1.832,+44 +efficientnet_b1.ra4_e3600_r240_in1k,240,86.205,13.795,96.968,3.032,7.79,0.900,bicubic,+5.801,+1.816,+18 +tresnet_m.miil_in1k,224,86.197,13.803,96.676,3.324,31.39,0.875,bilinear,+5.381,+1.814,-44 +efficientnet_el_pruned.in1k,300,86.195,13.805,97.024,2.976,10.59,0.904,bicubic,+5.911,+1.806,+32 +mambaout_kobe.in1k,224,86.192,13.807,96.990,3.010,9.14,1.000,bicubic,+6.206,+2.008,+66 +ecaresnet101d_pruned.miil_in1k,224,86.186,13.814,97.325,2.675,24.88,0.875,bicubic,+5.376,+1.683,-45 +cspdarknet53.ra_in1k,256,86.182,13.818,96.979,3.021,27.64,0.887,bilinear,+6.104,+1.919,+56 +rexnet_150.nav_in1k,224,86.178,13.822,97.064,2.936,9.73,0.875,bicubic,+5.856,+2.084,+22 +resnet101.a2_in1k,224,86.171,13.829,96.548,3.452,44.55,0.950,bicubic,+4.827,+1.350,-131 +xcit_tiny_12_p8_224.fb_in1k,224,86.160,13.839,97.030,2.970,6.71,1.000,bicubic,+6.451,+2.212,+100 +efficientvit_b1.r288_in1k,288,86.158,13.842,96.928,3.072,9.10,1.000,bicubic,+5.836,+1.764,+20 +resnetrs101.tf_in1k,192,86.154,13.846,96.891,3.109,63.62,0.940,bicubic,+5.448,+1.651,-35 +ecaresnet50t.a1_in1k,224,86.154,13.846,96.778,3.222,25.57,0.950,bicubic,+4.872,+1.628,-126 +inception_v4.tf_in1k,299,86.150,13.850,96.925,3.075,42.68,0.875,bicubic,+6.006,+1.944,+44 +res2net101d.in1k,224,86.143,13.857,96.844,3.156,45.23,0.875,bilinear,+4.907,+1.498,-120 +resnet50.a2_in1k,288,86.135,13.865,96.676,3.324,25.56,1.000,bicubic,+5.361,+1.698,-51 +inception_resnet_v2.tf_in1k,299,86.129,13.871,97.034,2.966,55.84,0.897,bicubic,+5.695,+1.722,-3 +convnext_nano_ols.d1h_in1k,224,86.118,13.882,96.834,3.166,15.65,0.950,bicubic,+5.212,+1.460,-75 +resnetaa50.a1h_in1k,224,86.109,13.891,96.960,3.040,25.56,0.950,bicubic,+5.495,+1.748,-31 +mobilevitv2_150.cvnets_in1k,256,86.086,13.914,96.847,3.154,10.59,0.888,bicubic,+5.706,+1.741,+5 +cspresnext50.ra_in1k,256,86.079,13.921,97.101,2.899,20.57,0.887,bilinear,+5.531,+1.771,-28 +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.071,13.929,97.205,2.795,25.03,0.875,bilinear,+5.755,+1.819,+10 +resnet101s.gluon_in1k,224,86.067,13.933,97.032,2.968,44.67,0.875,bicubic,+5.789,+1.872,+15 +tf_efficientnet_el.in1k,300,86.067,13.933,96.964,3.036,10.59,0.904,bicubic,+5.821,+2.200,+24 +ecaresnet50t.a2_in1k,224,86.064,13.936,96.725,3.275,25.57,0.950,bicubic,+5.180,+1.703,-77 +lambda_resnet50ts.a1h_in1k,256,86.056,13.944,96.740,3.260,21.54,0.950,bicubic,+4.872,+1.646,-124 +convnext_pico_ols.d1_in1k,288,86.054,13.946,97.022,2.978,9.06,1.000,bicubic,+5.596,+1.774,-18 +edgenext_small_rw.sw_in1k,320,86.052,13.948,96.943,3.057,7.83,1.000,bicubic,+5.600,+1.737,-17 +ecaresnetlight.miil_in1k,224,86.043,13.957,97.079,2.921,30.16,0.875,bicubic,+5.589,+1.831,-19 +resnetv2_34d.ra4_e3600_r384_in1k,384,86.041,13.959,96.985,3.015,21.82,1.000,bicubic,+6.249,+2.083,+70 +poolformer_s24.sail_in1k,224,86.026,13.974,97.028,2.972,21.39,0.900,bicubic,+5.732,+1.968,+4 +convnext_pico.d1_in1k,288,86.020,13.980,96.938,3.062,9.05,0.950,bicubic,+5.594,+1.876,-15 +efficientformerv2_s1.snap_dist_in1k,224,86.020,13.980,96.836,3.164,6.19,0.950,bicubic,+6.336,+2.124,+80 +resnetv2_50.a1h_in1k,224,86.017,13.982,96.904,3.096,25.55,0.950,bicubic,+5.608,+1.822,-15 +seresnext101_32x4d.gluon_in1k,224,86.009,13.991,96.981,3.019,48.96,0.875,bicubic,+5.123,+1.713,-89 +gcresnext50ts.ch_in1k,256,86.009,13.991,96.960,3.040,15.67,0.900,bicubic,+5.401,+1.780,-46 +seresnet33ts.ra2_in1k,256,86.007,13.993,97.007,2.993,19.78,0.900,bicubic,+5.627,+1.957,-13 +resnet50d.ra2_in1k,224,86.005,13.995,96.987,3.013,25.58,0.875,bicubic,+5.459,+1.827,-44 +convnextv2_pico.fcmae_ft_in1k,224,86.005,13.995,96.983,3.017,9.07,0.875,bicubic,+5.701,+1.901,-5 +ecaresnet26t.ra2_in1k,320,86.000,14.000,97.015,2.985,16.01,0.950,bicubic,+6.100,+1.945,+43 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,85.994,14.006,96.964,3.036,8.46,0.900,bicubic,+5.878,+1.970,+18 +resnet152.a3_in1k,224,85.981,14.019,96.851,3.149,60.19,0.950,bicubic,+5.433,+1.847,-48 +vit_base_patch32_224.augreg_in21k_ft_in1k,224,85.979,14.021,97.137,2.863,88.22,0.900,bicubic,+5.247,+1.563,-73 +tf_efficientnet_b2.ap_in1k,260,85.979,14.021,96.821,3.179,9.11,0.890,bicubic,+5.679,+1.789,-9 +resnetblur50.bt_in1k,288,85.977,14.023,96.968,3.032,25.56,0.950,bicubic,+5.729,+1.768,+1 +tf_efficientnetv2_b3.in1k,240,85.968,14.032,96.832,3.168,14.36,0.904,bicubic,+5.260,+1.402,-70 +resnext50_32x4d.ra_in1k,288,85.956,14.044,97.032,2.968,25.03,0.950,bicubic,+5.236,+1.688,-75 +seresnext101_64x4d.gluon_in1k,224,85.956,14.044,96.987,3.013,88.23,0.875,bicubic,+5.072,+1.679,-100 +resnet50d.a1_in1k,224,85.956,14.044,96.366,3.634,25.58,0.950,bicubic,+5.225,+1.688,-77 +convnext_nano.d1h_in1k,224,85.926,14.074,96.855,3.145,15.59,0.950,bicubic,+5.164,+1.523,-83 +fbnetv3_d.ra2_in1k,256,85.924,14.076,97.028,2.972,10.31,0.950,bilinear,+6.242,+2.076,+62 +tf_efficientnetv2_b2.in1k,260,85.921,14.079,96.868,3.132,10.10,0.890,bicubic,+5.695,+1.858,-2 +vit_large_patch32_384.orig_in21k_ft_in1k,384,85.913,14.087,97.368,2.632,306.63,1.000,bicubic,+4.405,+1.282,-209 +darknet53.c2ns_in1k,256,85.902,14.098,96.862,3.139,41.61,0.887,bicubic,+5.894,+1.816,+15 +resnet152d.gluon_in1k,224,85.902,14.098,96.802,3.198,60.21,0.875,bicubic,+5.426,+1.208,-51 +resnet50_gn.a1h_in1k,224,85.883,14.117,96.862,3.139,25.56,0.940,bicubic,+5.809,+1.956,+8 +tf_efficientnet_b2.aa_in1k,260,85.881,14.119,96.855,3.145,9.11,0.890,bicubic,+5.807,+1.897,+8 +vit_base_patch16_224.sam_in1k,224,85.881,14.119,96.701,3.299,86.57,0.900,bicubic,+5.635,+1.579,-10 +resnet101d.gluon_in1k,224,85.877,14.123,96.684,3.316,44.57,0.875,bicubic,+5.411,+1.378,-52 +repvgg_b2g4.rvgg_in1k,224,85.872,14.128,96.814,3.186,61.76,0.875,bilinear,+6.476,+2.134,+81 +efficientvit_b1.r256_in1k,256,85.853,14.147,96.780,3.220,9.10,1.000,bicubic,+6.119,+1.994,+45 +hgnet_tiny.paddle_in1k,224,85.847,14.153,97.030,2.970,14.74,0.965,bicubic,+5.955,+1.976,+22 +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,85.832,14.168,96.947,3.053,9.72,0.950,bicubic,+6.386,+2.457,+74 +seresnet50.ra2_in1k,224,85.830,14.170,97.000,3.000,28.09,0.875,bicubic,+5.570,+1.932,-21 +inception_resnet_v2.tf_ens_adv_in1k,299,85.817,14.183,96.755,3.245,55.84,0.897,bicubic,+5.819,+1.815,+5 +mixnet_xl.ra_in1k,224,85.812,14.188,96.714,3.286,11.90,0.875,bicubic,+5.319,+1.736,-64 +resnet50.c2_in1k,224,85.810,14.190,96.900,3.100,25.56,0.950,bicubic,+5.942,+2.038,+20 +resnetv2_34d.ra4_e3600_r224_in1k,288,85.806,14.194,96.718,3.282,21.82,1.000,bicubic,+6.192,+1.958,+51 +resnet50.ram_in1k,224,85.806,14.194,96.716,3.284,25.56,0.875,bicubic,+6.772,+2.330,+120 +gcresnet33ts.ra2_in1k,256,85.802,14.198,96.887,3.113,19.88,0.900,bicubic,+5.730,+1.901,-4 +seresnet50.a1_in1k,224,85.791,14.209,96.552,3.448,28.09,0.950,bicubic,+5.779,+1.848,-3 +legacy_seresnext101_32x4d.in1k,224,85.766,14.235,96.761,3.239,48.96,0.875,bilinear,+5.492,+1.729,-32 +res2net50d.in1k,224,85.763,14.237,96.772,3.228,25.72,0.875,bilinear,+5.483,+1.744,-35 +resnet50.c1_in1k,224,85.755,14.245,96.934,3.066,25.56,0.950,bicubic,+5.989,+1.980,+28 +xcit_tiny_24_p16_224.fb_in1k,224,85.751,14.249,96.938,3.062,12.12,1.000,bicubic,+6.277,+2.060,+59 +resnet101.a3_in1k,224,85.748,14.252,96.499,3.502,44.55,0.950,bicubic,+5.912,+1.791,+20 +tf_efficientnet_lite3.in1k,300,85.744,14.256,96.889,3.111,8.20,0.904,bilinear,+5.936,+1.981,+21 +ese_vovnet39b.ra_in1k,224,85.740,14.260,96.900,3.100,24.57,0.875,bicubic,+6.428,+2.178,+77 +resnext101_32x4d.gluon_in1k,224,85.740,14.260,96.622,3.378,44.18,0.875,bicubic,+5.404,+1.714,-50 +cspresnet50.ra_in1k,256,85.731,14.269,96.797,3.203,21.62,0.887,bilinear,+6.153,+2.099,+43 +repvit_m0_9.dist_450e_in1k,224,85.729,14.271,96.823,3.177,5.49,0.950,bicubic,+6.671,+2.435,+105 +eca_resnet33ts.ra2_in1k,256,85.727,14.273,96.896,3.104,19.68,0.900,bicubic,+5.643,+1.916,-21 +regnety_320.pycls_in1k,224,85.719,14.281,96.725,3.275,145.05,0.875,bicubic,+4.923,+1.479,-119 +resnet50.a1_in1k,224,85.712,14.288,96.486,3.514,25.56,0.950,bicubic,+5.330,+1.888,-61 +xception71.tf_in1k,299,85.710,14.290,96.767,3.232,42.34,0.903,bicubic,+5.790,+1.859,-11 +darknetaa53.c2ns_in1k,256,85.706,14.294,96.883,3.117,36.02,0.887,bilinear,+5.952,+1.979,+18 +resnext101_64x4d.gluon_in1k,224,85.701,14.299,96.644,3.356,83.46,0.875,bicubic,+5.061,+1.644,-101 +resnet50.ra_in1k,288,85.697,14.303,96.894,3.107,25.56,0.950,bicubic,+5.833,+1.924,0 +resmlp_big_24_224.fb_in1k,224,85.697,14.303,96.419,3.580,129.14,0.875,bicubic,+4.663,+1.394,-162 +resnet33ts.ra2_in1k,288,85.682,14.318,96.757,3.243,19.68,1.000,bicubic,+5.972,+1.699,+21 +hgnetv2_b0.ssld_stage2_ft_in1k,288,85.680,14.320,96.823,3.177,6.00,1.000,bicubic,+7.090,+2.435,+138 +efficientnet_em.ra2_in1k,240,85.678,14.322,96.941,3.059,6.90,0.882,bicubic,+6.422,+2.412,+72 +deit_small_patch16_224.fb_in1k,224,85.672,14.328,96.913,3.087,22.05,0.900,bicubic,+5.816,+1.857,-1 +dpn107.mx_in1k,224,85.669,14.331,96.757,3.243,86.92,0.875,bicubic,+5.503,+1.825,-41 +ecaresnet50t.a3_in1k,224,85.669,14.331,96.738,3.262,25.57,0.950,bicubic,+6.121,+2.028,+32 +wide_resnet50_2.tv2_in1k,176,85.644,14.356,96.834,3.166,68.88,0.875,bilinear,+5.202,+1.758,-83 +efficientnet_b2_pruned.in1k,260,85.640,14.360,96.738,3.262,8.31,0.890,bicubic,+5.736,+2.072,-16 +resnet50d.a2_in1k,224,85.625,14.375,96.407,3.593,25.58,0.950,bicubic,+5.357,+1.765,-57 +resmlp_36_224.fb_in1k,224,85.623,14.377,96.795,3.205,44.69,0.875,bicubic,+5.850,+1.907,+2 +tiny_vit_5m_224.in1k,224,85.614,14.386,96.947,3.053,5.39,0.950,bicubic,+6.418,+2.155,+72 +seresnet50.a2_in1k,224,85.603,14.397,96.575,3.425,28.09,0.950,bicubic,+5.501,+1.855,-41 +resnet50.bt_in1k,288,85.601,14.399,96.812,3.188,25.56,0.950,bicubic,+5.949,+1.904,+13 +levit_192.fb_dist_in1k,224,85.601,14.399,96.742,3.258,10.95,0.900,bicubic,+5.743,+1.934,-11 +mobilevitv2_125.cvnets_in1k,256,85.601,14.399,96.661,3.339,7.48,0.888,bicubic,+5.919,+1.817,+11 +levit_conv_192.fb_dist_in1k,224,85.595,14.405,96.744,3.256,10.95,0.900,bicubic,+5.735,+1.942,-15 +ecaresnet50d_pruned.miil_in1k,224,85.584,14.416,96.934,3.066,19.94,0.875,bicubic,+5.870,+2.072,+2 +mambaout_femto.in1k,224,85.580,14.420,96.738,3.262,7.30,1.000,bicubic,+6.700,+2.330,+96 +resnet152c.gluon_in1k,224,85.573,14.427,96.671,3.329,60.21,0.875,bicubic,+5.669,+1.817,-28 +resnext50d_32x4d.bt_in1k,224,85.569,14.431,96.750,3.250,25.05,0.875,bicubic,+5.897,+1.872,+6 +tf_efficientnetv2_b1.in1k,240,85.565,14.435,96.710,3.290,8.14,0.882,bicubic,+6.047,+2.128,+19 +resnext50_32x4d.a2_in1k,224,85.563,14.437,96.298,3.702,25.03,0.950,bicubic,+5.119,+1.668,-99 +regnety_120.pycls_in1k,224,85.561,14.439,96.757,3.243,51.82,0.875,bicubic,+5.179,+1.653,-90 +resnet32ts.ra2_in1k,288,85.558,14.442,96.868,3.132,17.96,1.000,bicubic,+6.170,+2.288,+29 +pit_xs_distilled_224.in1k,224,85.543,14.457,96.689,3.312,11.00,0.900,bicubic,+6.371,+2.339,+60 +wide_resnet101_2.tv2_in1k,176,85.541,14.459,96.569,3.431,126.89,0.875,bilinear,+5.047,+1.631,-114 +nf_regnet_b1.ra2_in1k,288,85.539,14.461,96.797,3.203,10.22,0.900,bicubic,+6.171,+2.071,+30 +regnetx_320.pycls_in1k,224,85.524,14.476,96.665,3.335,107.81,0.875,bicubic,+5.266,+1.649,-73 +fbnetv3_b.ra2_in1k,256,85.516,14.484,96.868,3.132,8.60,0.950,bilinear,+6.362,+2.760,+57 +mobilenetv4_conv_medium.e500_r224_in1k,224,85.496,14.504,96.932,3.068,9.72,0.950,bicubic,+6.404,+2.144,+60 +resnet152.gluon_in1k,224,85.496,14.504,96.565,3.435,60.19,0.875,bicubic,+5.784,+1.845,-10 +convnextv2_femto.fcmae_ft_in1k,288,85.494,14.506,96.787,3.213,5.23,0.950,bicubic,+6.152,+2.197,+29 +regnety_160.pycls_in1k,224,85.492,14.508,96.624,3.376,83.59,0.875,bicubic,+5.208,+1.642,-85 +resnetrs50.tf_in1k,224,85.488,14.512,96.753,3.247,35.69,0.910,bicubic,+5.554,+1.781,-50 +dpn92.mx_in1k,224,85.484,14.516,96.659,3.341,37.67,0.875,bicubic,+5.452,+1.783,-58 +resnet152.tv2_in1k,176,85.484,14.516,96.496,3.504,60.19,0.875,bilinear,+5.262,+1.846,-72 +resnet50.b1k_in1k,224,85.479,14.521,96.721,3.280,25.56,0.950,bicubic,+5.915,+2.099,-2 +resnet50.d_in1k,224,85.479,14.521,96.560,3.440,25.56,0.950,bicubic,+5.575,+1.722,-45 +rexnet_130.nav_in1k,224,85.469,14.531,96.693,3.307,7.56,0.875,bicubic,+5.977,+2.013,+5 +fastvit_s12.apple_in1k,256,85.450,14.550,96.731,3.269,9.47,0.900,bicubic,+5.567,+1.933,-44 +resnet50.a2_in1k,224,85.447,14.553,96.492,3.508,25.56,0.950,bicubic,+5.619,+1.932,-33 +resnext50_32x4d.a1_in1k,224,85.443,14.557,96.144,3.856,25.03,0.950,bicubic,+4.917,+1.686,-132 +efficientnet_b0.ra4_e3600_r224_in1k,256,85.439,14.561,96.753,3.247,5.29,1.000,bicubic,+6.075,+1.999,+15 +convnext_tiny.fb_in22k_ft_in1k,288,85.437,14.563,96.814,3.186,28.59,1.000,bicubic,+6.487,+2.534,+61 +dpn131.mx_in1k,224,85.435,14.565,96.616,3.384,79.25,0.875,bicubic,+5.599,+2.008,-39 +resnet101.tv2_in1k,176,85.415,14.585,96.409,3.591,44.55,0.875,bilinear,+5.507,+1.803,-56 +tf_efficientnet_b2.in1k,260,85.390,14.610,96.592,3.408,9.11,0.890,bicubic,+5.778,+1.878,-16 +regnetx_160.pycls_in1k,224,85.383,14.617,96.639,3.361,54.28,0.875,bicubic,+5.539,+1.787,-45 +resnet50.tv2_in1k,176,85.383,14.617,96.558,3.442,25.56,0.875,bilinear,+5.949,+1.918,+3 +dla102x2.in1k,224,85.381,14.619,96.633,3.367,41.28,0.875,bilinear,+5.933,+1.979,-3 +gmlp_s16_224.ra3_in1k,224,85.362,14.638,96.639,3.361,19.42,0.875,bicubic,+5.710,+2.015,-22 +regnetx_016.tv2_in1k,224,85.360,14.640,96.829,3.171,9.19,0.965,bicubic,+5.920,+2.061,-2 +repvit_m0_9.dist_300e_in1k,224,85.356,14.644,96.627,3.373,5.49,0.950,bicubic,+6.704,+2.513,+86 +efficientnet_b2.ra_in1k,256,85.353,14.646,96.539,3.461,9.11,0.875,bicubic,+6.029,+1.957,+10 +resnet34.ra4_e3600_r224_in1k,288,85.347,14.653,96.695,3.305,21.80,1.000,bicubic,+6.375,+2.241,+46 +resnetv2_34.ra4_e3600_r224_in1k,288,85.347,14.653,96.633,3.367,21.80,1.000,bicubic,+6.277,+2.073,+39 +skresnext50_32x4d.ra_in1k,224,85.345,14.655,96.390,3.610,27.48,0.875,bicubic,+5.177,+1.746,-93 +dpn98.mx_in1k,224,85.338,14.662,96.507,3.493,61.57,0.875,bicubic,+5.674,+1.863,-31 +lambda_resnet26t.c1_in1k,256,85.334,14.666,96.706,3.294,10.96,0.940,bicubic,+6.208,+2.152,+29 +seresnext50_32x4d.gluon_in1k,224,85.334,14.666,96.684,3.316,27.56,0.875,bicubic,+5.418,+1.868,-71 +xception65.tf_in1k,299,85.321,14.679,96.629,3.371,39.92,0.903,bicubic,+5.763,+1.973,-25 +botnet26t_256.c1_in1k,256,85.319,14.681,96.609,3.390,12.49,0.950,bicubic,+6.063,+1.816,+14 +resnet101c.gluon_in1k,224,85.313,14.687,96.422,3.578,44.57,0.875,bicubic,+5.771,+1.716,-25 +resnext50_32x4d.a3_in1k,224,85.313,14.687,96.336,3.664,25.03,0.950,bicubic,+6.055,+2.028,+11 +hgnetv2_b0.ssld_stage1_in22k_in1k,288,85.302,14.698,96.787,3.213,6.00,1.000,bicubic,+7.264,+2.543,+128 +convnext_pico_ols.d1_in1k,224,85.294,14.706,96.659,3.341,9.06,0.950,bicubic,+5.752,+2.071,-28 +resnetblur50.bt_in1k,224,85.289,14.711,96.528,3.472,25.56,0.875,bicubic,+5.983,+1.990,+1 +regnety_064.pycls_in1k,224,85.287,14.713,96.633,3.367,30.58,0.875,bicubic,+5.553,+1.865,-50 +resnet34d.ra2_in1k,288,85.279,14.721,96.691,3.309,21.82,0.950,bicubic,+6.839,+2.343,+92 +resmlp_24_224.fb_in1k,224,85.277,14.723,96.505,3.495,30.02,0.875,bicubic,+5.897,+1.955,-14 +coat_lite_mini.in1k,224,85.266,14.734,96.671,3.329,11.01,0.900,bicubic,+6.162,+2.065,+19 +convnext_pico.d1_in1k,224,85.257,14.743,96.622,3.378,9.05,0.875,bicubic,+5.741,+2.068,-30 +regnety_080.pycls_in1k,224,85.251,14.749,96.614,3.386,39.18,0.875,bicubic,+5.377,+1.780,-76 +convnext_femto_ols.d1_in1k,288,85.249,14.751,96.774,3.226,5.23,0.950,bicubic,+6.333,+2.240,+34 +cait_xxs24_224.fb_dist_in1k,224,85.240,14.760,96.714,3.286,11.96,1.000,bicubic,+6.840,+2.388,+90 +resnet33ts.ra2_in1k,256,85.234,14.766,96.605,3.395,19.68,0.900,bicubic,+6.018,+2.029,+4 +resnext50_32x4d.ra_in1k,224,85.230,14.770,96.528,3.472,25.03,0.875,bicubic,+5.430,+1.920,-67 +resnet50.b2k_in1k,224,85.225,14.775,96.644,3.356,25.56,0.950,bicubic,+5.837,+1.968,-25 +efficientvit_b1.r224_in1k,224,85.225,14.775,96.439,3.561,9.10,0.950,bicubic,+5.971,+2.139,-1 +xcit_tiny_12_p16_224.fb_dist_in1k,224,85.219,14.781,96.614,3.386,6.72,1.000,bicubic,+6.647,+2.404,+62 +halonet26t.a1h_in1k,256,85.217,14.783,96.475,3.525,12.48,0.950,bicubic,+6.083,+2.135,+7 +resnext101_32x8d.tv_in1k,224,85.217,14.783,96.441,3.559,88.79,0.875,bilinear,+5.909,+1.911,-15 +pvt_v2_b1.in1k,224,85.213,14.787,96.627,3.373,14.01,0.900,bicubic,+6.515,+2.137,+51 +fastvit_t12.apple_in1k,256,85.198,14.802,96.595,3.405,7.55,0.900,bicubic,+5.922,+2.025,-13 +resnet32ts.ra2_in1k,256,85.195,14.805,96.629,3.371,17.96,0.900,bicubic,+6.141,+2.261,+13 +inception_v3.gluon_in1k,299,85.187,14.813,96.548,3.452,23.83,0.875,bicubic,+6.381,+2.176,+35 +resnet50.a1h_in1k,176,85.178,14.822,96.584,3.416,25.56,0.900,bicubic,+5.914,+2.086,-15 +edgenext_small_rw.sw_in1k,256,85.172,14.828,96.432,3.568,7.83,0.900,bicubic,+5.576,+1.914,-55 +shvit_s4.in1k,256,85.170,14.830,96.475,3.525,16.59,0.875,bicubic,+5.808,+2.105,-30 +convnext_femto.d1_in1k,288,85.166,14.834,96.712,3.288,5.22,0.950,bicubic,+6.454,+2.276,+40 +hrnet_w48.ms_in1k,224,85.166,14.834,96.473,3.527,77.47,0.875,bilinear,+5.838,+1.957,-28 +starnet_s4.in1k,224,85.157,14.843,96.601,3.399,7.48,0.875,bicubic,+6.333,+2.305,+26 +legacy_xception.tf_in1k,299,85.155,14.845,96.479,3.521,22.86,0.897,bicubic,+6.097,+2.083,+3 +hgnetv2_b1.ssld_stage1_in22k_in1k,224,85.148,14.851,96.652,3.348,6.34,0.965,bicubic,+7.069,+2.480,+95 +resnet101.gluon_in1k,224,85.148,14.851,96.381,3.619,44.55,0.875,bicubic,+5.843,+1.749,-25 +resnet50.fb_ssl_yfcc100m_ft_in1k,224,85.138,14.862,96.821,3.179,25.56,0.875,bilinear,+5.886,+1.995,-19 +eca_halonext26ts.c1_in1k,256,85.138,14.862,96.584,3.416,10.76,0.940,bicubic,+5.620,+1.874,-55 +regnetx_120.pycls_in1k,224,85.136,14.864,96.479,3.521,46.11,0.875,bicubic,+5.528,+1.745,-66 +tf_efficientnet_b1.ap_in1k,240,85.133,14.867,96.411,3.589,7.79,0.882,bicubic,+5.846,+2.095,-29 +resnet50.am_in1k,224,85.131,14.869,96.562,3.438,25.56,0.875,bicubic,+6.127,+2.171,+1 +eca_botnext26ts_256.c1_in1k,256,85.129,14.871,96.509,3.491,10.59,0.950,bicubic,+5.867,+1.909,-29 +tf_efficientnetv2_b2.in1k,208,85.129,14.871,96.494,3.506,10.10,0.890,bicubic,+5.921,+1.892,-19 +repvit_m1.dist_in1k,224,85.112,14.888,96.605,3.395,5.49,0.950,bicubic,+6.570,+2.523,+44 +mobileone_s4.apple_in1k,224,85.102,14.899,96.437,3.563,14.95,0.900,bilinear,+5.656,+1.517,-55 +hrnet_w64.ms_in1k,224,85.099,14.901,96.740,3.260,128.06,0.875,bilinear,+5.641,+2.094,-59 +fbnetv3_d.ra2_in1k,224,85.097,14.903,96.676,3.324,10.31,0.950,bilinear,+6.439,+2.222,+32 +res2net101_26w_4s.in1k,224,85.091,14.909,96.377,3.623,45.21,0.875,bilinear,+5.899,+1.911,-23 +lambda_resnet26rpt_256.c1_in1k,256,85.076,14.924,96.535,3.465,10.99,0.940,bicubic,+6.116,+2.115,-4 +ecaresnet26t.ra2_in1k,256,85.074,14.926,96.635,3.365,16.01,0.875,bicubic,+6.180,+2.087,+2 +tf_efficientnet_cc_b1_8e.in1k,240,85.067,14.933,96.430,3.570,39.72,0.882,bicubic,+5.749,+2.046,-45 +dpn68b.ra_in1k,288,85.059,14.941,96.439,3.561,12.61,1.000,bicubic,+5.717,+2.009,-49 +nf_regnet_b1.ra2_in1k,256,85.052,14.948,96.548,3.452,10.22,0.900,bicubic,+6.342,+2.168,+19 +hgnetv2_b1.ssld_stage2_ft_in1k,224,85.044,14.956,96.678,3.322,6.34,0.965,bicubic,+6.160,+2.194,0 +tf_efficientnet_b0.ns_jft_in1k,224,85.020,14.980,96.492,3.508,5.29,0.875,bicubic,+6.340,+2.120,+21 +xcit_nano_12_p8_384.fb_dist_in1k,384,85.008,14.992,96.624,3.376,3.05,1.000,bicubic,+7.198,+2.808,+101 +resnext50_32x4d.gluon_in1k,224,85.003,14.997,96.434,3.566,25.03,0.875,bicubic,+5.649,+2.010,-56 +resnest26d.gluon_in1k,224,84.999,15.001,96.635,3.365,17.07,0.875,bilinear,+6.523,+2.335,+38 +coat_tiny.in1k,224,84.965,15.035,96.415,3.585,5.50,0.900,bicubic,+6.523,+2.371,+42 +regnety_040.pycls_in1k,224,84.950,15.050,96.601,3.399,20.65,0.875,bicubic,+5.704,+1.935,-40 +mobilevitv2_100.cvnets_in1k,256,84.931,15.069,96.392,3.608,4.90,0.888,bicubic,+6.843,+2.222,+69 +resnet50d.a3_in1k,224,84.931,15.069,96.296,3.704,25.58,0.950,bicubic,+6.189,+2.060,+6 +tf_efficientnet_b1.aa_in1k,240,84.916,15.084,96.364,3.636,7.79,0.882,bicubic,+6.076,+2.162,-5 +dla169.in1k,224,84.914,15.086,96.522,3.478,53.39,0.875,bilinear,+6.212,+2.188,+10 +legacy_seresnext50_32x4d.in1k,224,84.909,15.091,96.437,3.563,27.56,0.875,bilinear,+5.829,+2.009,-31 +fasternet_t2.in1k,224,84.907,15.093,96.499,3.502,14.98,1.000,bicubic,+6.169,+2.167,+3 +hrnet_w44.ms_in1k,224,84.892,15.108,96.432,3.568,67.06,0.875,bilinear,+6.002,+2.056,-14 +resnet50.ra_in1k,224,84.882,15.118,96.473,3.527,25.56,0.875,bicubic,+6.062,+2.159,-8 +regnety_008_tv.tv2_in1k,224,84.879,15.120,96.601,3.399,6.43,0.965,bicubic,+6.207,+2.221,+8 +regnetx_080.pycls_in1k,224,84.877,15.123,96.441,3.559,39.57,0.875,bicubic,+5.663,+1.899,-48 +resnet50s.gluon_in1k,224,84.867,15.133,96.441,3.559,25.68,0.875,bicubic,+6.157,+2.193,+2 +visformer_tiny.in1k,224,84.860,15.140,96.516,3.484,10.32,0.900,bicubic,+6.700,+2.428,+51 +dla60_res2net.in1k,224,84.837,15.163,96.466,3.534,20.85,0.875,bilinear,+6.357,+2.263,+22 +dla60_res2next.in1k,224,84.835,15.165,96.394,3.606,17.03,0.875,bilinear,+6.347,+2.394,+16 +res2net50_26w_8s.in1k,224,84.828,15.172,96.349,3.651,48.40,0.875,bilinear,+5.878,+1.641,-28 +dla102x.in1k,224,84.826,15.174,96.541,3.459,26.31,0.875,bilinear,+6.310,+2.315,+11 +resnet50d.gluon_in1k,224,84.826,15.174,96.388,3.612,25.58,0.875,bicubic,+5.746,+1.930,-44 +levit_conv_128.fb_dist_in1k,224,84.826,15.174,96.349,3.651,9.21,0.900,bicubic,+6.338,+2.205,+15 +levit_128.fb_dist_in1k,224,84.824,15.176,96.349,3.651,9.21,0.900,bicubic,+6.338,+2.351,+15 +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,84.822,15.178,96.710,3.290,5.79,1.000,bicubic,+6.384,+2.168,+23 +resnet26t.ra2_in1k,320,84.820,15.180,96.422,3.578,16.01,1.000,bicubic,+6.490,+2.376,+29 +xception41.tf_in1k,299,84.818,15.182,96.398,3.602,26.97,0.903,bicubic,+6.268,+2.116,+2 +mixnet_l.ft_in1k,224,84.818,15.182,96.330,3.670,7.33,0.875,bicubic,+5.848,+2.150,-38 +repghostnet_200.in1k,224,84.815,15.185,96.411,3.589,9.80,0.875,bicubic,+6.013,+2.079,-20 +resnet152.tv_in1k,224,84.815,15.185,96.219,3.781,60.19,0.875,bilinear,+6.485,+2.083,+26 +repvgg_b2.rvgg_in1k,224,84.794,15.206,96.499,3.502,89.02,0.875,bilinear,+6.006,+2.085,-22 +resnet152.a3_in1k,160,84.794,15.206,96.135,3.865,60.19,0.950,bicubic,+5.898,+1.995,-35 +hrnet_w18.ms_aug_in1k,224,84.788,15.212,96.471,3.529,21.30,0.950,bilinear,+6.678,+2.409,+39 +efficientnet_b0.ra4_e3600_r224_in1k,224,84.783,15.217,96.451,3.549,5.29,0.900,bicubic,+6.215,+2.111,-5 +regnetx_064.pycls_in1k,224,84.779,15.221,96.477,3.523,26.21,0.875,bicubic,+5.717,+2.009,-54 +pit_xs_224.in1k,224,84.777,15.223,96.509,3.491,10.62,0.900,bicubic,+6.581,+2.353,+30 +resnext50_32x4d.tv2_in1k,176,84.775,15.225,96.332,3.668,25.03,0.875,bilinear,+5.391,+2.030,-96 +gcresnext26ts.ch_in1k,288,84.766,15.234,96.298,3.702,10.48,1.000,bicubic,+6.330,+2.270,+11 +hrnet_w40.ms_in1k,224,84.749,15.251,96.556,3.444,57.56,0.875,bilinear,+5.821,+2.076,-46 +res2net50_26w_6s.in1k,224,84.747,15.253,96.285,3.715,37.05,0.875,bilinear,+6.161,+2.165,-13 +poolformerv2_s12.sail_in1k,224,84.743,15.257,96.383,3.617,11.89,1.000,bicubic,+6.735,+2.519,+41 +resnet34.a1_in1k,288,84.743,15.257,96.236,3.764,21.80,1.000,bicubic,+6.813,+2.478,+50 +resmlp_12_224.fb_distilled_in1k,224,84.724,15.276,96.227,3.773,15.35,0.875,bicubic,+6.776,+2.657,+46 +vit_base_patch32_384.augreg_in1k,384,84.717,15.283,96.347,3.653,88.30,1.000,bicubic,+5.967,+2.109,-32 +cs3darknet_m.c2ns_in1k,288,84.711,15.289,96.488,3.512,9.31,0.950,bicubic,+7.075,+2.472,+67 +fbnetv3_b.ra2_in1k,224,84.709,15.291,96.475,3.525,8.60,0.950,bilinear,+6.525,+2.237,+21 +swiftformer_s.dist_in1k,224,84.709,15.291,96.242,3.758,6.09,0.950,bicubic,+6.247,+2.262,-4 +legacy_seresnet152.in1k,224,84.696,15.304,96.415,3.585,66.82,0.875,bilinear,+6.034,+2.045,-26 +bat_resnext26ts.ch_in1k,256,84.696,15.304,96.287,3.713,10.73,0.900,bicubic,+6.416,+2.173,+11 +hrnet_w32.ms_in1k,224,84.670,15.330,96.407,3.593,41.23,0.875,bilinear,+6.218,+2.223,-6 +convnextv2_femto.fcmae_ft_in1k,224,84.664,15.336,96.430,3.570,5.23,0.875,bicubic,+6.188,+2.446,-9 +selecsls60b.in1k,224,84.655,15.345,96.296,3.704,32.77,0.875,bicubic,+6.245,+2.130,-2 +seresnext26d_32x4d.bt_in1k,288,84.634,15.366,96.268,3.732,16.81,0.950,bicubic,+5.818,+2.002,-48 +resnetv2_34d.ra4_e3600_r224_in1k,224,84.634,15.366,96.234,3.766,21.82,0.900,bicubic,+6.364,+2.284,+7 +tf_efficientnetv2_b0.in1k,224,84.632,15.368,96.281,3.719,7.14,0.875,bicubic,+6.246,+2.247,-3 +efficientnet_b1.ft_in1k,256,84.617,15.383,96.341,3.659,7.79,1.000,bicubic,+5.811,+1.995,-48 +regnetx_040.pycls_in1k,224,84.613,15.387,96.392,3.608,22.12,0.875,bicubic,+6.127,+2.308,-20 +efficientnet_es.ra_in1k,224,84.602,15.398,96.311,3.689,5.44,0.875,bicubic,+6.502,+2.383,+15 +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,84.593,15.407,96.020,3.980,119.42,0.900,bicubic,+5.085,+1.910,-130 +hrnet_w30.ms_in1k,224,84.589,15.411,96.392,3.608,37.71,0.875,bilinear,+6.387,+2.172,+4 +resnet50.bt_in1k,224,84.585,15.415,96.360,3.640,25.56,0.875,bicubic,+6.141,+2.086,-16 +regnety_032.pycls_in1k,224,84.578,15.422,96.432,3.568,19.44,0.875,bicubic,+5.676,+2.006,-67 +seresnext26t_32x4d.bt_in1k,288,84.564,15.437,96.383,3.617,16.81,0.950,bicubic,+5.828,+2.065,-48 +wide_resnet101_2.tv_in1k,224,84.561,15.439,96.347,3.653,126.89,0.875,bilinear,+5.699,+2.035,-63 +tf_mixnet_l.in1k,224,84.555,15.445,96.247,3.753,7.33,0.875,bicubic,+5.781,+2.247,-54 +hrnet_w18_small_v2.gluon_in1k,224,84.544,15.456,96.287,3.713,15.60,0.875,bicubic,+6.342,+2.381,-1 +dla60x.in1k,224,84.531,15.469,96.293,3.707,17.35,0.875,bilinear,+6.297,+2.271,-4 +seresnext26ts.ch_in1k,288,84.523,15.477,96.328,3.672,10.39,1.000,bicubic,+6.231,+2.252,-10 +vit_small_patch16_224.augreg_in1k,224,84.510,15.490,96.285,3.715,22.05,0.900,bicubic,+5.668,+2.005,-67 +legacy_seresnet101.in1k,224,84.497,15.503,96.345,3.655,49.33,0.875,bilinear,+6.127,+2.239,-17 +cs3darknet_focus_m.c2ns_in1k,288,84.491,15.509,96.445,3.555,9.30,0.950,bicubic,+7.205,+2.479,+71 +resnet50.a3_in1k,224,84.480,15.520,95.986,4.014,25.56,0.950,bicubic,+6.428,+2.206,+5 +resnet26t.ra2_in1k,256,84.469,15.530,96.208,3.792,16.01,0.940,bicubic,+6.591,+2.370,+22 +coat_lite_tiny.in1k,224,84.465,15.535,96.366,3.634,5.72,0.900,bicubic,+6.917,+2.442,+47 +tf_efficientnet_b1.in1k,240,84.461,15.539,96.086,3.914,7.79,0.882,bicubic,+5.915,+2.104,-44 +tf_efficientnet_em.in1k,240,84.448,15.552,96.178,3.822,6.90,0.882,bicubic,+6.320,+2.126,-5 +dpn68b.ra_in1k,224,84.446,15.554,96.159,3.841,12.61,0.950,bicubic,+5.900,+2.063,-45 +convnext_femto_ols.d1_in1k,224,84.440,15.560,96.208,3.792,5.23,0.875,bicubic,+6.588,+2.382,+22 +repvgg_b1.rvgg_in1k,224,84.420,15.580,96.212,3.788,57.42,0.875,bilinear,+6.050,+1.948,-25 +wide_resnet50_2.tv_in1k,224,84.414,15.586,96.249,3.751,68.88,0.875,bilinear,+5.928,+1.997,-42 +efficientnet_b1_pruned.in1k,240,84.399,15.601,96.125,3.875,6.33,0.882,bicubic,+6.147,+2.305,-20 +vit_base_patch16_224.augreg_in1k,224,84.388,15.612,96.042,3.958,86.57,0.900,bicubic,+5.234,+1.310,-109 +res2net50_26w_4s.in1k,224,84.380,15.620,96.082,3.918,25.70,0.875,bilinear,+6.386,+2.222,+2 +res2net50_14w_8s.in1k,224,84.326,15.674,96.061,3.939,25.06,0.875,bilinear,+6.184,+2.209,-14 +hardcorenas_f.miil_green_in1k,224,84.326,15.674,96.016,3.984,8.20,0.875,bilinear,+6.227,+2.216,-11 +hgnetv2_b0.ssld_stage2_ft_in1k,224,84.279,15.720,96.289,3.711,6.00,0.965,bicubic,+6.918,+2.481,+50 +selecsls60.in1k,224,84.275,15.725,96.082,3.918,30.67,0.875,bicubic,+6.301,+2.260,0 +mobilevit_s.cvnets_in1k,256,84.265,15.735,96.283,3.717,5.58,0.900,bicubic,+5.967,+2.115,-31 +resnet101.a3_in1k,160,84.260,15.740,95.960,4.040,44.55,0.950,bicubic,+6.332,+2.274,+3 +regnetx_032.pycls_in1k,224,84.243,15.757,96.251,3.749,15.30,0.875,bicubic,+6.083,+2.087,-21 +ese_vovnet19b_dw.ra_in1k,288,84.241,15.759,96.253,3.747,6.54,0.950,bicubic,+6.453,+2.561,+14 +eca_resnext26ts.ch_in1k,288,84.235,15.765,96.189,3.811,10.30,1.000,bicubic,+6.215,+2.257,-12 +mobileone_s3.apple_in1k,224,84.233,15.767,96.118,3.881,10.17,0.900,bilinear,+6.231,+2.254,-9 +convnextv2_atto.fcmae_ft_in1k,288,84.230,15.770,96.056,3.943,3.71,0.950,bicubic,+6.436,+2.329,+10 +res2next50.in1k,224,84.220,15.780,96.007,3.993,24.67,0.875,bilinear,+5.982,+2.103,-33 +convnext_atto_ols.a2_in1k,288,84.209,15.791,96.236,3.764,3.70,0.950,bicubic,+6.989,+2.536,+51 +resnet50c.gluon_in1k,224,84.201,15.800,96.170,3.830,25.58,0.875,bicubic,+6.184,+2.218,-16 +dla102.in1k,224,84.192,15.808,96.202,3.798,33.27,0.875,bilinear,+6.176,+2.208,-17 +mobileone_s2.apple_in1k,224,84.192,15.808,96.063,3.937,7.88,0.900,bilinear,+6.688,+2.399,+25 +gcresnext26ts.ch_in1k,256,84.190,15.810,96.067,3.933,10.48,0.900,bicubic,+6.380,+2.031,+3 +cs3darknet_m.c2ns_in1k,256,84.171,15.829,96.247,3.753,9.31,0.887,bicubic,+7.197,+2.665,+62 +ecaresnet50t.a3_in1k,160,84.168,15.832,95.935,4.065,25.57,0.950,bicubic,+6.382,+2.315,+5 +rexnet_100.nav_in1k,224,84.154,15.846,96.268,3.732,4.80,0.875,bicubic,+6.292,+2.378,-6 +densenetblur121d.ra_in1k,288,84.149,15.851,96.244,3.756,8.00,0.950,bicubic,+6.829,+2.448,+35 +fastvit_t8.apple_dist_in1k,256,84.149,15.851,96.059,3.941,4.03,0.900,bicubic,+6.979,+2.785,+46 +convnext_atto.d2_in1k,288,84.147,15.853,96.198,3.803,3.70,0.950,bicubic,+7.131,+2.494,+55 +seresnext26ts.ch_in1k,256,84.139,15.861,96.065,3.935,10.39,0.900,bicubic,+6.279,+2.275,-9 +inception_v3.tf_in1k,299,84.136,15.864,95.916,4.084,23.83,0.875,bicubic,+6.270,+2.272,-12 +tf_efficientnetv2_b1.in1k,192,84.130,15.870,96.035,3.965,8.14,0.882,bicubic,+6.196,+2.213,-19 +resnet34.ra4_e3600_r224_in1k,224,84.126,15.874,95.856,4.144,21.80,0.900,bicubic,+6.634,+2.358,+16 +ghostnetv2_160.in1k,224,84.113,15.887,96.208,3.792,12.39,0.875,bicubic,+6.277,+2.260,-11 +res2net50_48w_2s.in1k,224,84.113,15.887,95.969,4.031,25.29,0.875,bilinear,+6.585,+2.407,+11 +tf_efficientnet_lite2.in1k,260,84.111,15.889,96.069,3.931,6.09,0.890,bicubic,+6.641,+2.313,+16 +convnext_femto.d1_in1k,224,84.107,15.893,96.191,3.809,5.22,0.875,bicubic,+6.609,+2.513,+10 +xcit_tiny_12_p16_224.fb_in1k,224,84.104,15.896,96.193,3.807,6.72,1.000,bicubic,+6.982,+2.465,+38 +resnet34d.ra2_in1k,224,84.096,15.904,95.971,4.029,21.82,0.875,bicubic,+6.988,+2.599,+38 +hgnetv2_b0.ssld_stage1_in22k_in1k,224,84.083,15.917,96.240,3.760,6.00,0.965,bicubic,+7.215,+2.620,+56 +poolformer_s12.sail_in1k,224,84.053,15.947,96.174,3.826,11.92,0.900,bicubic,+6.815,+2.636,+27 +resnetv2_34.ra4_e3600_r224_in1k,224,84.051,15.949,95.916,4.084,21.80,0.900,bicubic,+6.425,+2.398,-5 +efficientnet_b0.ra_in1k,224,84.040,15.960,95.967,4.033,5.29,0.875,bicubic,+6.342,+2.429,-11 +resnet34.a2_in1k,288,84.030,15.970,95.933,4.067,21.80,1.000,bicubic,+6.880,+2.645,+31 +crossvit_9_dagger_240.in1k,240,84.025,15.975,96.076,3.924,8.78,0.875,bicubic,+7.035,+2.474,+40 +tf_efficientnet_cc_b0_8e.in1k,224,84.010,15.989,96.040,3.961,24.01,0.875,bicubic,+6.054,+2.401,-35 +starnet_s3.in1k,224,84.006,15.994,96.125,3.875,5.75,0.875,bicubic,+6.628,+2.509,+11 +resnext50_32x4d.tv_in1k,224,83.989,16.011,95.960,4.040,25.03,0.875,bilinear,+6.357,+2.286,-12 +resnet50.gluon_in1k,224,83.981,16.019,96.027,3.973,25.56,0.875,bicubic,+6.401,+2.323,-6 +cs3darknet_focus_m.c2ns_in1k,256,83.976,16.024,96.061,3.939,9.30,0.887,bicubic,+7.222,+2.511,+50 +regnety_016.pycls_in1k,224,83.972,16.028,95.999,4.001,11.20,0.875,bicubic,+6.092,+2.273,-35 +gmixer_24_224.ra3_in1k,224,83.972,16.028,95.852,4.148,24.72,0.875,bicubic,+5.924,+2.198,-50 +hardcorenas_e.miil_green_in1k,224,83.970,16.030,95.913,4.087,8.07,0.875,bilinear,+6.182,+2.141,-24 +densenet161.tv_in1k,224,83.944,16.056,96.014,3.986,28.68,0.875,bicubic,+6.560,+2.358,+3 +mobilenetv1_125.ra4_e3600_r224_in1k,256,83.923,16.077,96.099,3.901,6.27,1.000,bicubic,+6.311,+2.345,-17 +mobilenetv2_120d.ra_in1k,224,83.904,16.096,95.909,4.091,5.83,0.875,bicubic,+6.604,+2.393,+7 +seresnext26t_32x4d.bt_in1k,224,83.889,16.111,95.948,4.052,16.81,0.875,bicubic,+5.909,+2.198,-48 +inception_v3.tf_adv_in1k,299,83.878,16.122,95.935,4.065,23.83,0.875,bicubic,+6.280,+2.209,-18 +resnext50_32x4d.a3_in1k,160,83.878,16.122,95.625,4.375,25.03,0.950,bicubic,+6.146,+2.311,-28 +resnet101.tv_in1k,224,83.863,16.137,95.892,4.108,44.55,0.875,bilinear,+6.459,+2.340,-4 +tinynet_a.in1k,192,83.835,16.165,95.817,4.183,6.19,0.875,bicubic,+6.169,+2.285,-28 +resnet26d.bt_in1k,288,83.808,16.192,95.973,4.027,16.01,0.950,bicubic,+6.386,+2.339,-7 +hardcorenas_d.miil_green_in1k,224,83.795,16.205,95.717,4.283,7.50,0.875,bilinear,+6.345,+2.237,-10 +inception_v3.tv_in1k,299,83.791,16.209,95.894,4.106,23.83,0.875,bicubic,+6.319,+2.426,-13 +dpn68b.mx_in1k,224,83.761,16.239,95.975,4.025,12.61,0.875,bicubic,+6.267,+2.141,-17 +xcit_nano_12_p8_224.fb_dist_in1k,224,83.748,16.252,95.941,4.059,3.05,1.000,bicubic,+7.418,+2.871,+56 +seresnext26d_32x4d.bt_in1k,224,83.742,16.259,95.839,4.161,16.81,0.875,bicubic,+6.150,+2.225,-25 +dla60.in1k,224,83.724,16.276,95.922,4.078,22.04,0.875,bilinear,+6.688,+2.850,+14 +shvit_s3.in1k,224,83.722,16.278,95.884,4.116,14.25,0.875,bicubic,+6.366,+2.574,-9 +resnext26ts.ra2_in1k,288,83.703,16.297,95.975,4.025,10.30,1.000,bicubic,+6.517,+2.505,+1 +repvgg_b1g4.rvgg_in1k,224,83.699,16.301,96.025,3.975,39.97,0.875,bilinear,+6.091,+2.178,-32 +eca_resnext26ts.ch_in1k,256,83.695,16.305,95.924,4.076,10.30,0.900,bicubic,+6.249,+2.350,-18 +convmixer_1024_20_ks9_p14.in1k,224,83.684,16.316,95.894,4.106,24.38,0.960,bicubic,+6.740,+2.530,+16 +skresnet34.ra_in1k,224,83.680,16.320,95.918,4.082,22.28,0.875,bicubic,+6.724,+2.598,+13 +regnetx_008.tv2_in1k,224,83.675,16.325,95.986,4.014,7.26,0.965,bicubic,+6.381,+2.322,-11 +legacy_seresnet50.in1k,224,83.669,16.331,95.971,4.029,28.09,0.875,bilinear,+6.019,+2.239,-42 +tf_efficientnet_b0.ap_in1k,224,83.658,16.342,95.794,4.206,5.29,0.875,bicubic,+6.558,+2.462,+2 +seresnet50.a3_in1k,224,83.645,16.355,95.679,4.321,28.09,0.950,bicubic,+6.609,+2.363,+5 +repghostnet_150.in1k,224,83.643,16.357,95.911,4.089,6.58,0.875,bicubic,+6.169,+2.415,-29 +resnetrs50.tf_in1k,160,83.641,16.359,95.832,4.168,35.69,0.910,bicubic,+5.783,+2.022,-58 +tf_efficientnet_cc_b0_4e.in1k,224,83.639,16.361,95.732,4.268,13.31,0.875,bicubic,+6.315,+2.398,-20 +resnet50d.a3_in1k,160,83.633,16.367,95.638,4.362,25.58,0.950,bicubic,+6.411,+2.382,-13 +densenet121.ra_in1k,288,83.609,16.391,96.054,3.946,7.98,0.950,bicubic,+7.123,+2.676,+34 +efficientnet_b1.ft_in1k,224,83.590,16.410,95.770,4.230,7.79,0.875,bicubic,+5.998,+2.134,-43 +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,83.571,16.429,95.755,4.245,5.48,1.000,bicubic,+6.389,+2.427,-12 +resmlp_12_224.fb_in1k,224,83.566,16.434,95.760,4.240,15.35,0.875,bicubic,+6.906,+2.590,+18 +tf_efficientnet_b0.aa_in1k,224,83.552,16.448,95.758,4.242,5.29,0.875,bicubic,+6.669,+2.488,+6 +densenet201.tv_in1k,224,83.549,16.451,95.805,4.195,20.01,0.875,bicubic,+6.265,+2.325,-22 +mobilenetv3_large_100.miil_in21k_ft_in1k,224,83.543,16.457,95.435,4.565,5.48,0.875,bilinear,+5.623,+2.541,-73 +mixnet_m.ft_in1k,224,83.519,16.481,95.698,4.302,5.01,0.875,bicubic,+6.251,+2.280,-23 +hrnet_w18.ms_in1k,224,83.517,16.483,95.894,4.106,21.30,0.875,bilinear,+6.747,+2.446,+7 +legacy_seresnext26_32x4d.in1k,224,83.513,16.487,95.738,4.262,16.79,0.875,bicubic,+6.413,+2.480,-14 +gernet_s.idstcv_in1k,224,83.502,16.498,95.792,4.208,8.17,0.875,bilinear,+6.628,+2.650,+2 +resnet34.bt_in1k,288,83.485,16.515,95.960,4.040,21.80,0.950,bicubic,+6.979,+2.618,+21 +densenetblur121d.ra_in1k,224,83.485,16.515,95.813,4.187,8.00,0.875,bicubic,+6.911,+2.625,+14 +resnext26ts.ra2_in1k,256,83.466,16.534,95.734,4.266,10.30,0.900,bicubic,+6.698,+2.596,+3 +selecsls42b.in1k,224,83.464,16.536,95.743,4.257,32.46,0.875,bicubic,+6.280,+2.353,-25 +efficientvit_m5.r224_in1k,224,83.453,16.547,95.807,4.193,12.47,0.875,bicubic,+6.361,+2.639,-17 +resnet34.a1_in1k,224,83.449,16.551,95.510,4.490,21.80,0.950,bicubic,+7.029,+2.614,+19 +efficientformerv2_s0.snap_dist_in1k,224,83.398,16.602,95.811,4.189,3.60,0.950,bicubic,+7.296,+2.961,+27 +hardcorenas_c.miil_green_in1k,224,83.379,16.622,95.702,4.298,5.52,0.875,bilinear,+6.287,+2.510,-21 +ghostnetv2_130.in1k,224,83.359,16.641,95.832,4.168,8.96,0.875,bicubic,+6.613,+2.468,-1 +tf_efficientnet_lite1.in1k,240,83.344,16.656,95.649,4.351,5.42,0.882,bicubic,+6.670,+2.417,0 +tf_efficientnetv2_b0.in1k,192,83.276,16.724,95.636,4.364,7.14,0.875,bicubic,+6.400,+2.452,-10 +mobilenetv1_125.ra4_e3600_r224_in1k,224,83.270,16.730,95.662,4.338,6.27,0.900,bicubic,+6.350,+2.430,-13 +fastvit_t8.apple_in1k,256,83.240,16.760,95.828,4.172,4.03,0.900,bicubic,+7.056,+2.786,+19 +ghostnetv3_100.in1k,224,83.227,16.773,95.514,4.486,8.13,0.875,bicubic,+6.291,+2.390,-16 +resnetv2_18d.ra4_e3600_r224_in1k,288,83.193,16.807,95.745,4.255,11.71,1.000,bicubic,+7.135,+2.735,+20 +tf_efficientnet_es.in1k,224,83.193,16.807,95.583,4.417,5.44,0.875,bicubic,+6.585,+2.407,-1 +mobilenetv2_140.ra_in1k,224,83.191,16.809,95.668,4.332,6.11,0.875,bicubic,+6.663,+2.660,+2 +tf_mixnet_m.in1k,224,83.191,16.809,95.482,4.518,5.01,0.875,bicubic,+6.239,+2.318,-22 +convnextv2_atto.fcmae_ft_in1k,224,83.189,16.811,95.521,4.479,3.71,0.875,bicubic,+6.544,+2.479,-7 +regnetx_016.pycls_in1k,224,83.182,16.818,95.751,4.249,9.19,0.875,bicubic,+6.246,+2.319,-24 +dpn68.mx_in1k,224,83.182,16.818,95.632,4.368,12.61,0.875,bicubic,+6.878,+2.638,+11 +mobilenetv1_100h.ra4_e3600_r224_in1k,256,83.159,16.841,95.715,4.285,5.28,0.950,bicubic,+6.561,+2.443,-7 +xcit_nano_12_p16_384.fb_dist_in1k,384,83.139,16.861,95.732,4.268,3.05,1.000,bicubic,+7.679,+3.060,+39 +levit_conv_128s.fb_dist_in1k,224,83.118,16.882,95.585,4.415,7.78,0.900,bicubic,+6.584,+2.703,-5 +resnet18d.ra4_e3600_r224_in1k,288,83.109,16.890,95.698,4.302,11.71,1.000,bicubic,+7.097,+2.914,+12 +ese_vovnet19b_dw.ra_in1k,224,83.101,16.899,95.794,4.206,6.54,0.875,bicubic,+6.273,+2.518,-22 +levit_128s.fb_dist_in1k,224,83.078,16.922,95.574,4.426,7.78,0.900,bicubic,+6.558,+2.704,-6 +resnet26d.bt_in1k,224,83.052,16.948,95.606,4.394,16.01,0.875,bicubic,+6.354,+2.450,-19 +convnext_atto_ols.a2_in1k,224,83.005,16.995,95.536,4.464,3.70,0.875,bicubic,+7.103,+2.694,+16 +repvgg_a2.rvgg_in1k,224,82.996,17.004,95.602,4.398,28.21,0.875,bilinear,+6.508,+2.586,-7 +convnext_atto.d2_in1k,224,82.979,17.021,95.706,4.294,3.70,0.875,bicubic,+7.307,+2.792,+18 +resnet50.tv_in1k,224,82.969,17.031,95.474,4.526,25.56,0.875,bilinear,+6.813,+2.608,+1 +resnet26.bt_in1k,288,82.941,17.059,95.730,4.270,16.00,0.950,bicubic,+6.557,+2.552,-7 +mobilenetv1_100.ra4_e3600_r224_in1k,256,82.926,17.074,95.632,4.368,4.23,0.950,bicubic,+6.838,+2.626,+1 +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,82.919,17.081,95.401,4.599,5.48,0.950,bicubic,+6.609,+2.559,-5 +repghostnet_130.in1k,224,82.898,17.102,95.446,4.554,5.48,0.875,bicubic,+6.520,+2.548,-9 +hardcorenas_b.miil_green_in1k,224,82.866,17.134,95.388,4.612,5.18,0.875,bilinear,+6.316,+2.622,-20 +mobileone_s1.apple_in1k,224,82.845,17.155,95.523,4.477,4.83,0.900,bilinear,+7.085,+2.735,+9 +densenet121.ra_in1k,224,82.815,17.185,95.583,4.417,7.98,0.875,bicubic,+7.241,+2.935,+18 +mobilevitv2_075.cvnets_in1k,256,82.793,17.206,95.568,4.432,2.87,0.888,bicubic,+7.181,+2.814,+14 +resnetv2_18.ra4_e3600_r224_in1k,288,82.787,17.213,95.504,4.496,11.69,1.000,bicubic,+7.423,+2.812,+25 +resnet50.a3_in1k,160,82.766,17.234,95.085,4.915,25.56,0.950,bicubic,+6.772,+2.591,-2 +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,82.687,17.313,95.860,4.140,6.36,1.000,bicubic,+6.725,+2.588,-2 +mobilenetv4_conv_small.e3600_r256_in1k,320,82.687,17.313,95.546,4.454,3.77,1.000,bicubic,+7.071,+2.778,+8 +densenet169.tv_in1k,224,82.674,17.326,95.568,4.432,14.15,0.875,bicubic,+6.752,+2.760,-2 +regnety_004.tv2_in1k,224,82.618,17.382,95.508,4.492,4.34,0.965,bicubic,+7.024,+2.802,+10 +fasternet_t1.in1k,224,82.593,17.407,95.497,4.503,7.60,1.000,bicubic,+6.671,+2.521,-3 +tf_efficientnet_b0.in1k,224,82.591,17.409,95.420,4.580,5.29,0.875,bicubic,+6.049,+2.412,-30 +resnet34.a2_in1k,224,82.574,17.426,95.249,4.750,21.80,0.950,bicubic,+7.054,+2.796,+9 +edgenext_x_small.in1k,288,82.569,17.431,95.427,4.573,2.34,1.000,bicubic,+6.863,+2.667,-2 +inception_next_atto.sail_in1k,224,82.554,17.446,95.350,4.650,4.16,0.875,bicubic,+7.206,+2.792,+16 +mixnet_s.ft_in1k,224,82.529,17.471,95.363,4.637,4.13,0.875,bicubic,+6.529,+2.567,-13 +regnety_008.pycls_in1k,224,82.507,17.493,95.489,4.511,6.26,0.875,bicubic,+6.173,+2.429,-25 +vit_small_patch32_224.augreg_in21k_ft_in1k,224,82.503,17.497,95.674,4.326,22.88,0.900,bicubic,+6.493,+2.408,-16 +mobilenetv1_100h.ra4_e3600_r224_in1k,224,82.403,17.597,95.181,4.819,5.28,0.875,bicubic,+6.739,+2.659,-5 +resnest14d.gluon_in1k,224,82.377,17.623,95.333,4.667,10.61,0.875,bilinear,+6.861,+2.821,+3 +efficientnet_lite0.ra_in1k,224,82.377,17.623,95.279,4.721,4.65,0.875,bicubic,+6.889,+2.771,+4 +hardcorenas_a.miil_green_in1k,224,82.335,17.666,95.271,4.729,5.26,0.875,bilinear,+6.409,+2.785,-16 +mobilenetv1_100.ra4_e3600_r224_in1k,224,82.292,17.708,95.053,4.947,4.23,0.875,bicubic,+6.904,+2.743,+6 +mobilenetv3_rw.rmsp_in1k,224,82.270,17.730,95.177,4.823,5.48,0.875,bicubic,+6.654,+2.481,-7 +efficientnet_es_pruned.in1k,224,82.268,17.732,95.301,4.699,5.44,0.875,bicubic,+7.258,+2.863,+19 +semnasnet_100.rmsp_in1k,224,82.264,17.736,95.230,4.770,3.89,0.875,bicubic,+6.812,+2.372,+2 +mobilenetv3_large_100.ra_in1k,224,82.168,17.832,95.190,4.810,5.48,0.875,bicubic,+6.384,+2.662,-17 +swiftformer_xs.dist_in1k,224,82.166,17.834,95.179,4.821,3.48,0.950,bicubic,+6.566,+2.865,-9 +resnet34.bt_in1k,224,82.164,17.836,95.055,4.945,21.80,0.875,bicubic,+6.988,+2.889,+7 +mobilenetv2_110d.ra_in1k,224,82.080,17.920,95.064,4.936,4.52,0.875,bicubic,+7.024,+2.878,+12 +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,82.061,17.939,95.493,4.507,5.72,0.900,bicubic,+6.609,+2.885,-4 +shvit_s2.in1k,224,82.027,17.973,95.190,4.810,11.48,0.875,bicubic,+6.843,+2.874,+3 +tf_mixnet_s.in1k,224,82.027,17.973,95.119,4.881,4.13,0.875,bicubic,+6.371,+2.487,-18 +repvgg_b0.rvgg_in1k,224,82.019,17.982,95.117,4.883,15.82,0.875,bilinear,+6.861,+2.707,+3 +deit_tiny_distilled_patch16_224.fb_in1k,224,82.012,17.988,95.145,4.855,5.91,0.900,bicubic,+7.474,+3.247,+22 +mixer_b16_224.goog_in21k_ft_in1k,224,82.012,17.988,94.455,5.545,59.88,0.875,bicubic,+5.396,+2.205,-58 +hrnet_w18_small_v2.ms_in1k,224,81.969,18.031,95.166,4.834,15.60,0.875,bilinear,+6.875,+2.752,+3 +starnet_s2.in1k,224,81.967,18.033,95.341,4.659,3.68,0.875,bicubic,+7.301,+3.197,+14 +tf_efficientnet_lite0.in1k,224,81.957,18.043,95.162,4.838,4.65,0.875,bicubic,+7.111,+2.982,+9 +resnet26.bt_in1k,224,81.937,18.063,95.249,4.750,16.00,0.875,bicubic,+6.639,+2.671,-8 +ghostnetv2_100.in1k,224,81.916,18.084,95.106,4.894,6.16,0.875,bicubic,+6.730,+2.772,-7 +seresnet50.a3_in1k,160,81.892,18.108,94.961,5.039,28.09,0.950,bicubic,+6.788,+2.865,-3 +edgenext_x_small.in1k,256,81.890,18.110,95.030,4.970,2.34,0.900,bicubic,+7.016,+2.726,+4 +tf_mobilenetv3_large_100.in1k,224,81.854,18.146,95.068,4.932,5.48,0.875,bilinear,+6.344,+2.468,-20 +tinynet_b.in1k,188,81.835,18.165,94.880,5.120,3.73,0.875,bicubic,+6.889,+2.686,0 +pit_ti_distilled_224.in1k,224,81.790,18.210,95.083,4.917,5.10,0.900,bicubic,+7.514,+3.163,+19 +repghostnet_111.in1k,224,81.756,18.244,94.831,5.169,4.54,0.875,bicubic,+6.696,+2.635,-6 +densenet121.tv_in1k,224,81.730,18.270,95.032,4.968,7.98,0.875,bicubic,+6.980,+2.874,+2 +regnety_006.pycls_in1k,224,81.711,18.289,95.109,4.891,6.06,0.875,bicubic,+6.437,+2.577,-16 +regnetx_004_tv.tv2_in1k,224,81.692,18.308,95.025,4.975,5.50,0.965,bicubic,+7.096,+2.885,+6 +xcit_nano_12_p8_224.fb_in1k,224,81.675,18.325,95.258,4.742,3.05,1.000,bicubic,+7.775,+3.104,+23 +resnet18d.ra2_in1k,288,81.673,18.327,95.044,4.955,11.71,0.950,bicubic,+7.883,+3.210,+23 +mobilenetv4_conv_small.e2400_r224_in1k,256,81.668,18.332,94.991,5.009,3.77,0.950,bicubic,+7.024,+2.969,0 +resnet18d.ra4_e3600_r224_in1k,224,81.660,18.340,94.869,5.131,11.71,0.900,bicubic,+7.304,+3.043,+8 +dla34.in1k,224,81.653,18.347,94.863,5.137,15.74,0.875,bilinear,+7.021,+2.811,-1 +crossvit_9_240.in1k,240,81.641,18.359,94.985,5.015,8.55,0.875,bicubic,+7.647,+3.009,+14 +resnetv2_18d.ra4_e3600_r224_in1k,224,81.638,18.362,94.993,5.007,11.71,0.900,bicubic,+7.216,+3.065,+4 +fbnetc_100.rmsp_in1k,224,81.555,18.445,94.951,5.049,5.57,0.875,bilinear,+6.435,+2.567,-20 +legacy_seresnet34.in1k,224,81.544,18.456,94.901,5.098,21.96,0.875,bilinear,+6.757,+2.767,-10 +mobilevit_xs.cvnets_in1k,256,81.542,18.458,95.042,4.958,2.32,0.900,bicubic,+6.924,+2.692,-5 +mobilenetv4_conv_small.e3600_r256_in1k,256,81.540,18.460,94.886,5.114,3.77,0.950,bicubic,+7.006,+2.947,-2 +regnetx_008.pycls_in1k,224,81.513,18.488,95.057,4.943,7.26,0.875,bicubic,+6.459,+2.719,-19 +mnasnet_100.rmsp_in1k,224,81.472,18.528,94.895,5.105,4.38,0.875,bicubic,+6.800,+2.787,-12 +resnet34.gluon_in1k,224,81.472,18.528,94.797,5.203,21.80,0.875,bicubic,+6.898,+2.809,-7 +efficientvit_m4.r224_in1k,224,81.455,18.545,94.981,5.019,8.80,0.875,bicubic,+7.111,+3.021,-2 +vgg19_bn.tv_in1k,224,81.438,18.562,94.775,5.224,143.68,0.875,bilinear,+7.208,+2.927,0 +mobilenetv4_conv_small.e1200_r224_in1k,256,81.416,18.584,95.059,4.941,3.77,0.950,bicubic,+7.134,+2.938,-3 +repvgg_a1.rvgg_in1k,224,81.275,18.724,94.705,5.295,14.09,0.875,bilinear,+6.801,+2.853,-8 +vit_base_patch32_224.augreg_in1k,224,81.145,18.855,94.436,5.564,88.22,0.900,bicubic,+6.237,+2.666,-23 +convit_tiny.fb_in1k,224,81.132,18.868,95.057,4.943,5.71,0.875,bicubic,+7.992,+3.353,+20 +starnet_s1.in1k,224,81.118,18.883,94.780,5.220,2.87,0.875,bicubic,+7.586,+3.276,+8 +resnetv2_18.ra4_e3600_r224_in1k,224,81.118,18.883,94.547,5.453,11.69,0.900,bicubic,+7.546,+3.191,+6 +crossvit_tiny_240.in1k,240,81.107,18.893,94.976,5.024,7.01,0.875,bicubic,+7.755,+3.070,+11 +resnet18.a1_in1k,288,81.047,18.953,94.372,5.628,11.69,1.000,bicubic,+7.883,+3.318,+14 +repghostnet_100.in1k,224,80.938,19.062,94.530,5.470,4.07,0.875,bicubic,+6.730,+2.980,-8 +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,80.925,19.075,94.778,5.222,3.27,1.000,bicubic,+7.767,+3.320,+13 +spnasnet_100.rmsp_in1k,224,80.863,19.137,94.519,5.481,4.42,0.875,bilinear,+6.777,+2.693,-9 +resnet34.a3_in1k,224,80.842,19.158,94.370,5.630,21.80,0.950,bicubic,+7.846,+3.254,+15 +mobilenetv4_conv_small.e2400_r224_in1k,224,80.834,19.166,94.598,5.402,3.77,0.875,bicubic,+7.078,+3.168,-3 +efficientvit_m3.r224_in1k,224,80.703,19.297,94.543,5.457,6.90,0.875,bicubic,+7.309,+3.207,+2 +ghostnet_100.in1k,224,80.673,19.327,94.368,5.632,5.18,0.875,bicubic,+6.715,+2.826,-10 +regnetx_006.pycls_in1k,224,80.637,19.363,94.530,5.470,6.20,0.875,bicubic,+6.733,+2.890,-9 +skresnet18.ra_in1k,224,80.629,19.371,94.383,5.617,11.96,0.875,bicubic,+7.609,+3.211,+8 +regnety_004.pycls_in1k,224,80.622,19.378,94.694,5.306,4.34,0.875,bicubic,+6.618,+2.938,-15 +pit_ti_224.in1k,224,80.603,19.397,94.598,5.402,4.85,0.900,bicubic,+7.677,+3.186,+9 +resnet18.fb_swsl_ig1b_ft_in1k,224,80.564,19.436,94.758,5.242,11.69,0.875,bilinear,+7.278,+3.004,0 +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,80.562,19.438,94.380,5.620,2.16,0.900,bicubic,+7.328,+3.111,0 +mobilenetv4_conv_small.e1200_r224_in1k,224,80.543,19.457,94.383,5.617,3.77,0.875,bicubic,+7.093,+3.043,-8 +vgg16_bn.tv_in1k,224,80.532,19.468,94.577,5.423,138.37,0.875,bilinear,+7.178,+3.087,-6 +semnasnet_075.rmsp_in1k,224,80.492,19.508,94.329,5.671,2.91,0.875,bicubic,+7.492,+3.205,+2 +hrnet_w18_small.gluon_in1k,224,80.406,19.593,94.024,5.976,13.19,0.875,bicubic,+6.472,+2.846,-19 +resnet18d.ra2_in1k,224,80.400,19.600,94.257,5.743,11.71,0.875,bicubic,+8.104,+3.575,+13 +resnet34.tv_in1k,224,80.396,19.604,94.408,5.592,21.80,0.875,bilinear,+7.098,+2.986,-8 +convnext_zepto_rms.ra4_e3600_r224_in1k,224,80.321,19.679,94.212,5.788,2.16,0.875,bicubic,+7.501,+3.106,+2 +resnet18.a2_in1k,288,80.289,19.711,94.099,5.901,11.69,1.000,bicubic,+7.925,+3.479,+7 +xcit_nano_12_p16_224.fb_dist_in1k,224,80.246,19.754,94.361,5.639,3.05,1.000,bicubic,+7.928,+3.535,+8 +mobilenetv2_100.ra_in1k,224,80.225,19.775,94.216,5.784,3.50,0.875,bicubic,+7.315,+3.216,-2 +vit_base_patch32_224.sam_in1k,224,80.216,19.784,93.823,6.177,88.22,0.900,bicubic,+6.513,+2.811,-21 +shvit_s1.in1k,224,80.169,19.831,94.240,5.760,6.33,0.875,bicubic,+7.389,+3.216,-2 +resnet18.fb_ssl_yfcc100m_ft_in1k,224,80.112,19.888,94.590,5.410,11.69,0.875,bilinear,+7.476,+3.174,-2 +tf_mobilenetv3_large_075.in1k,224,80.078,19.922,94.182,5.818,3.99,0.875,bilinear,+6.636,+2.850,-20 +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,80.046,19.954,94.340,5.660,3.27,0.887,bicubic,+7.868,+3.510,+8 +deit_tiny_patch16_224.fb_in1k,224,80.026,19.974,94.464,5.536,5.72,0.900,bicubic,+7.837,+3.364,+6 +repvgg_a0.rvgg_in1k,224,79.542,20.458,93.781,6.219,9.11,0.875,bilinear,+7.116,+3.275,-4 +hrnet_w18_small.ms_in1k,224,79.533,20.467,93.911,6.089,13.19,0.875,bilinear,+7.193,+3.223,-2 +vgg19.tv_in1k,224,79.486,20.514,93.868,6.132,143.67,0.875,bilinear,+7.086,+2.990,-5 +regnetx_004.pycls_in1k,224,79.465,20.535,93.879,6.121,5.16,0.875,bicubic,+6.983,+3.039,-8 +resnet18.a1_in1k,224,79.450,20.550,93.655,6.345,11.69,0.950,bicubic,+7.946,+3.569,+11 +tf_mobilenetv3_large_minimal_100.in1k,224,79.251,20.749,93.738,6.262,3.92,0.875,bilinear,+6.981,+3.074,-3 +edgenext_xx_small.in1k,288,79.211,20.789,93.823,6.177,1.33,1.000,bicubic,+7.325,+3.289,+3 +legacy_seresnet18.in1k,224,79.155,20.845,93.774,6.226,11.78,0.875,bicubic,+7.413,+3.434,+4 +resnet14t.c3_in1k,224,79.126,20.875,93.599,6.401,10.08,0.950,bicubic,+6.883,+3.281,-5 +repghostnet_080.in1k,224,79.113,20.887,93.682,6.318,3.28,0.875,bicubic,+6.873,+3.190,-5 +vgg16.tv_in1k,224,79.029,20.971,93.653,6.348,138.36,0.875,bilinear,+7.435,+3.255,+3 +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,79.014,20.985,93.866,6.134,6.34,0.900,bicubic,+7.215,+3.056,-1 +vgg13_bn.tv_in1k,224,78.985,21.015,93.640,6.360,133.05,0.875,bilinear,+7.425,+3.268,+2 +lcnet_100.ra2_in1k,224,78.914,21.086,93.544,6.456,2.95,0.875,bicubic,+6.784,+3.168,-6 +pvt_v2_b0.in1k,224,78.741,21.259,93.847,6.153,3.67,0.900,bicubic,+8.087,+3.641,+9 +edgenext_xx_small.in1k,256,78.698,21.302,93.503,6.497,1.33,0.900,bicubic,+7.566,+3.461,+5 +efficientvit_m2.r224_in1k,224,78.615,21.385,93.554,6.446,4.19,0.875,bicubic,+7.819,+3.402,+6 +fasternet_t0.in1k,224,78.553,21.447,93.465,6.535,3.91,1.000,bicubic,+6.821,+3.391,-5 +mobileone_s0.apple_in1k,224,78.508,21.492,93.334,6.666,5.29,0.875,bilinear,+7.110,+3.470,-1 +resnet18.a2_in1k,224,78.496,21.504,93.304,6.696,11.69,0.950,bicubic,+7.862,+3.818,+5 +efficientvit_b0.r224_in1k,224,78.434,21.566,92.807,7.193,3.41,0.950,bicubic,+7.026,+3.373,-4 +tinynet_c.in1k,184,78.421,21.579,93.136,6.864,2.46,0.875,bicubic,+7.207,+3.390,-2 +resnet18.gluon_in1k,224,78.387,21.613,93.132,6.869,11.69,0.875,bicubic,+7.543,+3.382,-1 +resnet14t.c3_in1k,176,78.329,21.671,93.140,6.860,10.08,0.875,bicubic,+7.011,+3.460,-5 +resnet34.a3_in1k,160,78.306,21.694,93.221,6.779,21.80,0.950,bicubic,+7.726,+3.681,+1 +mobilevitv2_050.cvnets_in1k,256,78.128,21.872,93.584,6.416,1.37,0.888,bicubic,+7.972,+3.654,+3 +vgg11_bn.tv_in1k,224,77.945,22.055,93.225,6.775,132.87,0.875,bilinear,+7.571,+3.423,0 +xcit_nano_12_p16_224.fb_in1k,224,77.906,22.094,93.435,6.565,3.05,1.000,bicubic,+7.924,+3.655,+2 +regnety_002.pycls_in1k,224,77.413,22.587,92.916,7.084,3.16,0.875,bicubic,+7.125,+3.372,-1 +mixer_l16_224.goog_in21k_ft_in1k,224,77.306,22.694,90.544,9.456,208.20,0.875,bicubic,+5.222,+2.912,-21 +resnet18.tv_in1k,224,77.291,22.709,92.760,7.240,11.69,0.875,bilinear,+7.540,+3.678,+1 +vgg13.tv_in1k,224,77.238,22.762,92.707,7.293,133.05,0.875,bilinear,+7.288,+3.445,-1 +mobilevit_xxs.cvnets_in1k,256,76.604,23.396,92.677,7.323,1.27,0.900,bicubic,+7.668,+3.735,+2 +resnet18.a3_in1k,224,76.446,23.554,92.237,7.763,11.69,0.950,bicubic,+8.196,+4.065,+6 +efficientvit_m1.r224_in1k,224,76.397,23.603,92.551,7.449,2.98,0.875,bicubic,+8.057,+3.859,+3 +vgg11.tv_in1k,224,76.397,23.603,92.160,7.840,132.86,0.875,bilinear,+7.347,+3.530,-2 +repghostnet_058.in1k,224,76.262,23.738,92.062,7.938,2.55,0.875,bicubic,+7.324,+3.676,-3 +resnet10t.c3_in1k,224,76.168,23.832,92.228,7.772,5.44,0.950,bicubic,+7.814,+4.194,0 +regnetx_002.pycls_in1k,224,76.119,23.881,92.205,7.795,2.68,0.875,bicubic,+7.361,+3.637,-2 +lcnet_075.ra2_in1k,224,76.053,23.947,92.083,7.917,2.36,0.875,bicubic,+7.267,+3.699,-4 +dla60x_c.in1k,224,75.671,24.329,92.164,7.836,1.32,0.875,bilinear,+7.743,+3.738,0 +mobilenetv3_small_100.lamb_in1k,224,74.887,25.113,91.470,8.530,2.54,0.875,bicubic,+7.251,+3.832,+1 +tf_mobilenetv3_small_100.in1k,224,74.727,25.273,91.274,8.726,2.54,0.875,bilinear,+6.805,+3.588,-1 +resnet10t.c3_in1k,176,74.541,25.459,91.176,8.824,5.44,0.875,bicubic,+7.817,+4.200,+2 +tinynet_d.in1k,152,74.264,25.736,90.877,9.123,2.34,0.875,bicubic,+7.328,+3.799,0 +repghostnet_050.in1k,224,74.257,25.742,90.826,9.174,2.31,0.875,bicubic,+7.279,+3.890,-2 +mnasnet_small.lamb_in1k,224,73.809,26.191,90.706,9.294,2.03,0.875,bicubic,+7.605,+4.236,0 +dla46x_c.in1k,224,73.645,26.355,91.122,8.878,1.07,0.875,bilinear,+7.637,+4.176,0 +resnet18.a3_in1k,160,73.634,26.366,90.618,9.382,11.69,0.950,bicubic,+7.964,+4.350,+3 +mobilenetv2_050.lamb_in1k,224,73.446,26.554,90.322,9.678,1.97,0.875,bicubic,+7.518,+4.208,-1 +mobilenetv4_conv_small_050.e3000_r224_in1k,256,73.418,26.581,90.687,9.313,2.24,0.950,bicubic,+7.593,+4.271,-1 +tf_mobilenetv3_small_075.in1k,224,72.810,27.190,90.012,9.988,2.04,0.875,bilinear,+7.104,+3.882,-1 +dla46_c.in1k,224,72.611,27.389,90.503,9.497,1.30,0.875,bilinear,+7.731,+4.173,+1 +mobilenetv3_small_075.lamb_in1k,224,72.336,27.664,89.694,10.306,2.04,0.875,bicubic,+7.052,+4.232,-1 +mobilenetv4_conv_small_050.e3000_r224_in1k,224,72.169,27.831,89.831,10.169,2.24,0.875,bicubic,+7.391,+4.331,0 +efficientvit_m0.r224_in1k,224,71.117,28.883,89.579,10.421,2.35,0.875,bicubic,+7.813,+4.439,0 +lcnet_050.ra2_in1k,224,70.446,29.554,88.827,11.173,1.88,0.875,bicubic,+7.308,+4.425,0 +tf_mobilenetv3_small_minimal_100.in1k,224,70.069,29.931,88.518,11.482,2.04,0.875,bilinear,+7.176,+4.248,0 +tinynet_e.in1k,106,66.832,33.168,86.259,13.741,2.04,0.875,bicubic,+6.958,+4.485,0 +mobilenetv3_small_050.lamb_in1k,224,64.699,35.301,84.839,15.161,1.59,0.875,bicubic,+6.781,+4.695,0 +test_vit3.r160_in1k,160,64.421,35.579,85.576,14.425,0.93,0.950,bicubic,+7.513,+4.828,0 +test_convnext2.r160_in1k,160,60.962,39.038,83.865,16.135,0.48,0.950,bicubic,+7.442,+5.307,0 +test_convnext3.r160_in1k,160,60.843,39.157,83.780,16.220,0.47,0.950,bicubic,+7.541,+5.454,0 +test_convnext.r160_in1k,160,54.782,45.218,79.710,20.290,0.27,0.950,bicubic,+7.008,+5.544,0 +test_nfnet.r160_in1k,160,54.572,45.428,78.778,21.223,0.38,0.950,bicubic,+6.938,+5.898,0 +test_efficientnet_evos.r160_in1k,160,52.982,47.018,76.809,23.191,0.36,0.950,bicubic,+6.478,+5.787,+1 +test_efficientnet.r160_in1k,160,52.943,47.057,76.903,23.097,0.36,0.950,bicubic,+6.437,+5.867,-1 +test_byobnet.r160_in1k,160,52.388,47.612,76.785,23.215,0.46,0.950,bicubic,+6.530,+5.781,0 +test_efficientnet_gn.r160_in1k,160,50.238,49.762,74.960,25.040,0.36,0.950,bicubic,+6.350,+5.804,+1 +test_efficientnet_ln.r160_in1k,160,50.195,49.805,75.287,24.713,0.36,0.950,bicubic,+6.237,+5.961,-1 +test_vit2.r160_in1k,160,48.434,51.566,74.469,25.531,0.46,0.950,bicubic,+6.184,+5.487,0 +test_resnet.r160_in1k,160,47.911,52.089,73.848,26.152,0.47,0.950,bilinear,+6.309,+5.864,0 +test_vit.r160_in1k,160,47.087,52.913,72.804,27.196,0.37,0.950,bicubic,+6.105,+5.422,0 diff --git a/results/results-imagenet.csv b/results/results-imagenet.csv index d6f70cd64c..a4e4627d6a 100644 --- a/results/results-imagenet.csv +++ b/results/results-imagenet.csv @@ -1,1559 +1,1557 @@ model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.056,9.944,99.054,0.946,305.08,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,89.956,10.044,99.014,0.986,305.08,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,89.79,10.21,98.99,1.01,1014.45,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,89.634,10.366,98.954,1.046,305.08,1.0,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,89.566,10.434,98.952,1.048,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,89.55,10.45,98.924,1.076,305.08,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,89.462,10.538,98.828,1.172,1013.01,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,89.41,10.59,98.854,1.146,429.38,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,89.238,10.762,98.848,1.152,304.53,1.0,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,89.056,10.944,98.752,1.248,414.14,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,88.896,11.104,98.672,1.328,1012.56,0.9,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,88.86,11.14,98.74,1.26,660.29,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,88.68,11.32,98.714,1.286,304.53,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,88.678,11.322,98.726,1.274,87.12,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,88.666,11.334,98.734,1.266,660.29,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.634,11.366,98.668,1.332,632.46,1.0,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,88.622,11.378,98.718,1.282,846.47,1.0,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,88.59,11.41,98.662,1.338,304.14,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,88.576,11.424,98.656,1.344,305.67,1.0,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,88.54,11.46,98.65,1.35,475.77,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,88.406,11.594,98.602,1.398,304.43,0.95,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,88.38,11.62,98.604,1.396,305.0,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,88.36,11.64,98.656,1.344,480.31,0.96,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,88.334,11.666,98.574,1.426,200.13,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,88.302,11.698,98.538,1.462,475.32,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,88.288,11.712,98.55,1.45,632.05,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,88.262,11.738,98.57,1.43,87.12,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,88.26,11.74,98.524,1.476,304.53,1.0,bicubic +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.056,9.944,99.054,0.946,305.08,1.000,bicubic +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,89.956,10.044,99.014,0.986,305.08,1.000,bicubic +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,89.790,10.210,98.990,1.010,"1,014.45",1.000,bicubic +eva02_large_patch14_448.mim_in22k_ft_in1k,448,89.634,10.366,98.954,1.046,305.08,1.000,bicubic +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,89.566,10.434,98.952,1.048,"1,013.01",1.000,bicubic +eva02_large_patch14_448.mim_m38m_ft_in1k,448,89.550,10.450,98.924,1.076,305.08,1.000,bicubic +eva_giant_patch14_336.clip_ft_in1k,336,89.462,10.538,98.828,1.172,"1,013.01",1.000,bicubic +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,89.410,10.590,98.854,1.146,429.38,1.000,bicubic +eva_large_patch14_336.in22k_ft_in22k_in1k,336,89.238,10.762,98.848,1.152,304.53,1.000,bicubic +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,89.056,10.944,98.752,1.248,414.14,1.000,bicubic +eva_giant_patch14_224.clip_ft_in1k,224,88.896,11.104,98.672,1.328,"1,012.56",0.900,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,88.860,11.140,98.740,1.260,660.29,1.000,bicubic +eva_large_patch14_336.in22k_ft_in1k,336,88.680,11.320,98.714,1.286,304.53,1.000,bicubic +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,88.678,11.322,98.726,1.274,87.12,1.000,bicubic +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,88.666,11.334,98.734,1.266,660.29,1.000,bicubic +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.634,11.366,98.668,1.332,632.46,1.000,bicubic +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,88.622,11.378,98.718,1.282,846.47,1.000,bicubic +eva_large_patch14_196.in22k_ft_in22k_in1k,196,88.590,11.410,98.662,1.338,304.14,1.000,bicubic +beit_large_patch16_512.in22k_ft_in22k_in1k,512,88.576,11.424,98.656,1.344,305.67,1.000,bicubic +maxvit_xlarge_tf_512.in21k_ft_in1k,512,88.540,11.460,98.650,1.350,475.77,1.000,bicubic +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,88.406,11.594,98.602,1.398,304.43,0.950,bicubic +beit_large_patch16_384.in22k_ft_in22k_in1k,384,88.380,11.620,98.604,1.396,305.00,1.000,bicubic +tf_efficientnet_l2.ns_jft_in1k,800,88.360,11.640,98.656,1.344,480.31,0.960,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,88.334,11.666,98.574,1.426,200.13,1.000,bicubic +maxvit_xlarge_tf_384.in21k_ft_in1k,384,88.302,11.698,98.538,1.462,475.32,1.000,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,88.288,11.712,98.550,1.450,632.05,1.000,bicubic +eva02_base_patch14_448.mim_in22k_ft_in1k,448,88.262,11.738,98.570,1.430,87.12,1.000,bicubic +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,88.260,11.740,98.524,1.476,304.53,1.000,bicubic tf_efficientnet_l2.ns_jft_in1k_475,475,88.246,11.754,98.554,1.446,480.31,0.936,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,88.236,11.764,98.608,1.392,212.33,1.0,bicubic -regnety_1280.swag_ft_in1k,384,88.228,11.772,98.684,1.316,644.81,1.0,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,88.214,11.786,98.538,1.462,119.88,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.19,11.81,98.566,1.434,304.53,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,88.18,11.82,98.52,1.48,197.96,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,88.162,11.838,98.538,1.462,304.2,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,88.074,11.926,98.558,1.442,136.5,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,88.058,11.942,98.59,1.41,98.75,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,87.994,12.006,98.576,1.424,212.03,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,87.97,12.03,98.474,1.526,200.13,1.0,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,87.952,12.048,98.49,1.51,304.14,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,87.932,12.068,98.5,1.5,136.33,1.0,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,87.93,12.07,98.546,1.454,119.65,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,87.9,12.1,98.408,1.592,304.2,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,87.89,12.11,98.448,1.552,200.13,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,87.87,12.13,98.36,1.64,304.53,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,87.858,12.142,98.43,1.57,304.2,1.0,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.81,12.19,98.366,1.634,116.14,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,87.764,12.236,98.552,1.448,350.2,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,87.736,12.264,98.508,1.492,304.76,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,87.638,12.362,98.416,1.584,88.72,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,87.628,12.372,98.334,1.666,304.57,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,87.612,12.388,98.226,1.774,632.05,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,87.606,12.394,98.424,1.576,99.88,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,87.534,12.466,98.364,1.636,304.57,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,87.508,12.492,98.428,1.572,101.66,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,87.494,12.506,98.36,1.64,197.96,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,87.486,12.514,98.318,1.682,304.43,0.9,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.48,12.52,98.376,1.624,116.09,1.0,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,87.474,12.526,98.264,1.736,196.74,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,87.47,12.53,98.308,1.692,56.2,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,87.456,12.544,98.38,1.62,197.77,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k,224,87.45,12.55,98.336,1.664,98.75,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,87.438,12.562,98.256,1.744,64.27,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,87.414,12.586,98.216,1.784,304.43,0.95,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,87.388,12.612,98.312,1.688,73.88,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,87.378,12.622,98.33,1.67,350.2,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,87.37,12.63,98.314,1.686,134.42,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,87.344,12.656,98.222,1.778,200.13,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,87.318,12.682,98.328,1.672,136.06,1.0,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,87.304,12.696,98.334,1.666,149.39,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,87.288,12.712,98.236,1.764,304.2,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,87.266,12.734,98.24,1.76,197.96,0.875,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,87.21,12.79,98.032,1.968,86.86,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,87.18,12.82,98.264,1.736,632.13,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,87.144,12.856,98.228,1.772,88.59,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,87.142,12.858,98.228,1.772,87.92,1.0,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,87.142,12.858,98.228,1.772,196.74,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,87.096,12.904,98.302,1.698,304.72,1.0,bicubic -volo_d5_512.sail_in1k,512,87.068,12.932,97.97,2.03,296.09,1.15,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,87.03,12.97,98.186,1.814,86.86,0.95,bicubic -convnext_large.fb_in22k_ft_in1k,288,87.012,12.988,98.212,1.788,197.77,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,86.994,13.006,98.168,1.832,88.72,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,86.992,13.008,98.164,1.836,99.88,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,86.99,13.01,98.246,1.754,304.37,1.0,bicubic -volo_d5_448.sail_in1k,448,86.974,13.026,97.928,2.072,295.91,1.15,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,86.97,13.03,98.204,1.796,350.2,0.875,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,86.934,13.066,98.106,1.894,196.74,0.9,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,86.916,13.084,98.238,1.762,101.66,1.0,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.908,13.092,98.004,1.996,116.14,0.95,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,86.868,13.132,98.122,1.878,57.05,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,86.86,13.14,98.22,1.78,39.3,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,86.85,13.15,98.08,1.92,66.35,0.949,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,86.84,13.16,98.008,1.992,672.78,0.9,bicubic -regnety_320.swag_ft_in1k,384,86.83,13.17,98.362,1.638,145.05,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,86.826,13.174,98.244,1.756,88.59,1.0,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,86.814,13.186,98.136,1.864,86.74,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,86.802,13.198,98.124,1.876,118.52,1.0,bicubic -volo_d4_448.sail_in1k,448,86.788,13.212,97.88,2.12,193.41,1.15,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,86.754,13.246,98.014,1.986,208.12,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,86.752,13.248,98.02,1.98,88.72,0.875,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,86.742,13.258,98.11,1.89,86.88,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,86.722,13.278,98.184,1.816,93.59,1.0,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,86.72,13.28,98.024,1.976,134.13,0.95,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,86.642,13.358,98.15,1.85,101.66,1.0,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.64,13.36,98.014,1.986,116.09,0.95,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,86.638,13.362,98.008,1.992,86.86,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,288,86.618,13.382,97.968,2.032,660.29,1.0,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,86.618,13.382,98.01,1.99,60.6,1.0,bicubic +maxvit_large_tf_512.in21k_ft_in1k,512,88.236,11.764,98.608,1.392,212.33,1.000,bicubic +regnety_1280.swag_ft_in1k,384,88.228,11.772,98.684,1.316,644.81,1.000,bicubic +maxvit_base_tf_512.in21k_ft_in1k,512,88.214,11.786,98.538,1.462,119.88,1.000,bicubic +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,88.190,11.810,98.566,1.434,304.53,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k_384,384,88.180,11.820,98.520,1.480,197.96,1.000,bicubic +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,88.162,11.838,98.538,1.462,304.20,1.000,bicubic +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,88.074,11.926,98.558,1.442,136.50,1.000,bicubic +caformer_b36.sail_in22k_ft_in1k_384,384,88.058,11.942,98.590,1.410,98.75,1.000,bicubic +maxvit_large_tf_384.in21k_ft_in1k,384,87.994,12.006,98.576,1.424,212.03,1.000,bicubic +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,87.970,12.030,98.474,1.526,200.13,1.000,bicubic +eva_large_patch14_196.in22k_ft_in1k,196,87.952,12.048,98.490,1.510,304.14,1.000,bicubic +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,87.932,12.068,98.500,1.500,136.33,1.000,bicubic +maxvit_base_tf_384.in21k_ft_in1k,384,87.930,12.070,98.546,1.454,119.65,1.000,bicubic +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,87.900,12.100,98.408,1.592,304.20,1.000,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,87.890,12.110,98.448,1.552,200.13,1.000,bicubic +vit_large_patch14_clip_336.laion2b_ft_in1k,336,87.870,12.130,98.360,1.640,304.53,1.000,bicubic +vit_large_patch14_clip_224.openai_ft_in1k,224,87.858,12.142,98.430,1.570,304.20,1.000,bicubic +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.810,12.190,98.366,1.634,116.14,1.000,bicubic +convnext_xlarge.fb_in22k_ft_in1k_384,384,87.764,12.236,98.552,1.448,350.20,1.000,bicubic +deit3_large_patch16_384.fb_in22k_ft_in1k,384,87.736,12.264,98.508,1.492,304.76,1.000,bicubic +convnextv2_base.fcmae_ft_in22k_in1k_384,384,87.638,12.362,98.416,1.584,88.72,1.000,bicubic +beit3_large_patch16_224.in22k_ft_in1k,224,87.628,12.372,98.334,1.666,304.57,1.000,bicubic +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,87.612,12.388,98.226,1.774,632.05,1.000,bicubic +convformer_b36.sail_in22k_ft_in1k_384,384,87.606,12.394,98.424,1.576,99.88,1.000,bicubic +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,87.534,12.466,98.364,1.636,304.57,1.000,bicubic +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,87.508,12.492,98.428,1.572,101.66,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,288,87.494,12.506,98.360,1.640,197.96,1.000,bicubic +beit_large_patch16_224.in22k_ft_in22k_in1k,224,87.486,12.514,98.318,1.682,304.43,0.900,bicubic +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,87.480,12.520,98.376,1.624,116.09,1.000,bicubic +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,87.474,12.526,98.264,1.736,196.74,1.000,bicubic +caformer_m36.sail_in22k_ft_in1k_384,384,87.470,12.530,98.308,1.692,56.20,1.000,bicubic +convnext_large.fb_in22k_ft_in1k_384,384,87.456,12.544,98.380,1.620,197.77,1.000,bicubic +caformer_b36.sail_in22k_ft_in1k,224,87.450,12.550,98.336,1.664,98.75,1.000,bicubic +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,87.438,12.562,98.256,1.744,64.27,1.000,bicubic +beitv2_large_patch16_224.in1k_ft_in1k,224,87.414,12.586,98.216,1.784,304.43,0.950,bicubic +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,87.388,12.612,98.312,1.688,73.88,1.000,bicubic +convnext_xlarge.fb_in22k_ft_in1k,288,87.378,12.622,98.330,1.670,350.20,1.000,bicubic +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,87.370,12.630,98.314,1.686,134.42,1.000,bicubic +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,87.344,12.656,98.222,1.778,200.13,1.000,bicubic +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,87.318,12.682,98.328,1.672,136.06,1.000,bicubic +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,87.304,12.696,98.334,1.666,149.39,1.000,bicubic +vit_large_patch14_clip_224.laion2b_ft_in1k,224,87.288,12.712,98.236,1.764,304.20,1.000,bicubic +convnextv2_large.fcmae_ft_in22k_in1k,224,87.266,12.734,98.240,1.760,197.96,0.875,bicubic +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,87.210,12.790,98.032,1.968,86.86,1.000,bicubic +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,87.180,12.820,98.264,1.736,632.13,1.000,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,87.144,12.856,98.228,1.772,88.59,1.000,bicubic +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,87.142,12.858,98.228,1.772,196.74,1.000,bicubic +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,87.142,12.858,98.228,1.772,87.92,1.000,bicubic +vit_large_patch16_384.augreg_in21k_ft_in1k,384,87.096,12.904,98.302,1.698,304.72,1.000,bicubic +volo_d5_512.sail_in1k,512,87.068,12.932,97.970,2.030,296.09,1.150,bicubic +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,87.030,12.970,98.186,1.814,86.86,0.950,bicubic +convnext_large.fb_in22k_ft_in1k,288,87.012,12.988,98.212,1.788,197.77,1.000,bicubic +convnextv2_base.fcmae_ft_in22k_in1k,288,86.994,13.006,98.168,1.832,88.72,1.000,bicubic +convformer_b36.sail_in22k_ft_in1k,224,86.992,13.008,98.164,1.836,99.88,1.000,bicubic +deit3_large_patch16_224.fb_in22k_ft_in1k,224,86.990,13.010,98.246,1.754,304.37,1.000,bicubic +volo_d5_448.sail_in1k,448,86.974,13.026,97.928,2.072,295.91,1.150,bicubic +convnext_xlarge.fb_in22k_ft_in1k,224,86.970,13.030,98.204,1.796,350.20,0.875,bicubic +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,86.934,13.066,98.106,1.894,196.74,0.900,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,86.916,13.084,98.238,1.762,101.66,1.000,bicubic +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.908,13.092,98.004,1.996,116.14,0.950,bicubic +convformer_m36.sail_in22k_ft_in1k_384,384,86.868,13.132,98.122,1.878,57.05,1.000,bicubic +caformer_s36.sail_in22k_ft_in1k_384,384,86.860,13.140,98.220,1.780,39.30,1.000,bicubic +tf_efficientnet_b7.ns_jft_in1k,600,86.850,13.150,98.080,1.920,66.35,0.949,bicubic +hiera_huge_224.mae_in1k_ft_in1k,224,86.840,13.160,98.008,1.992,672.78,0.900,bicubic +regnety_320.swag_ft_in1k,384,86.830,13.170,98.362,1.638,145.05,1.000,bicubic +convnext_base.fb_in22k_ft_in1k_384,384,86.826,13.174,98.244,1.756,88.59,1.000,bicubic +beit_base_patch16_384.in22k_ft_in22k_in1k,384,86.814,13.186,98.136,1.864,86.74,1.000,bicubic +tf_efficientnetv2_l.in21k_ft_in1k,480,86.802,13.198,98.124,1.876,118.52,1.000,bicubic +volo_d4_448.sail_in1k,448,86.788,13.212,97.880,2.120,193.41,1.150,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,512,86.754,13.246,98.014,1.986,208.12,1.000,bicubic +convnextv2_base.fcmae_ft_in22k_in1k,224,86.752,13.248,98.020,1.980,88.72,0.875,bicubic +deit3_base_patch16_384.fb_in22k_ft_in1k,384,86.742,13.258,98.110,1.890,86.88,1.000,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,86.722,13.278,98.184,1.816,93.59,1.000,bicubic +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,86.720,13.280,98.024,1.976,134.13,0.950,bicubic +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,86.642,13.358,98.150,1.850,101.66,1.000,bicubic +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,86.640,13.360,98.014,1.986,116.09,0.950,bicubic +vit_base_patch16_clip_384.laion2b_ft_in1k,384,86.638,13.362,98.008,1.992,86.86,1.000,bicubic +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,86.618,13.382,98.010,1.990,60.60,1.000,bicubic +convnextv2_huge.fcmae_ft_in1k,288,86.618,13.382,97.968,2.032,660.29,1.000,bicubic convnext_large.fb_in22k_ft_in1k,224,86.612,13.388,98.036,1.964,197.77,0.875,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,86.608,13.392,97.934,2.066,64.11,0.95,bicubic -caformer_m36.sail_in22k_ft_in1k,224,86.606,13.394,98.038,1.962,56.2,1.0,bicubic -maxvit_base_tf_512.in1k,512,86.598,13.402,97.924,2.076,119.88,1.0,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,86.582,13.418,97.896,2.104,73.87,0.95,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,86.544,13.456,98.126,1.874,57.87,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,86.538,13.462,97.894,2.106,73.88,0.95,bicubic -maxvit_large_tf_512.in1k,512,86.534,13.466,97.884,2.116,212.33,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,86.53,13.47,98.094,1.906,93.59,0.95,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,86.524,13.476,98.034,1.966,93.59,1.0,bicubic -volo_d3_448.sail_in1k,448,86.514,13.486,97.71,2.29,86.63,1.0,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,86.494,13.506,98.056,1.944,86.53,0.9,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,86.49,13.51,97.96,2.04,88.59,1.0,bicubic -cait_m48_448.fb_dist_in1k,448,86.48,13.52,97.748,2.252,356.46,1.0,bicubic +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,86.608,13.392,97.934,2.066,64.11,0.950,bicubic +caformer_m36.sail_in22k_ft_in1k,224,86.606,13.394,98.038,1.962,56.20,1.000,bicubic +maxvit_base_tf_512.in1k,512,86.598,13.402,97.924,2.076,119.88,1.000,bicubic +coatnet_2_rw_224.sw_in12k_ft_in1k,224,86.582,13.418,97.896,2.104,73.87,0.950,bicubic +nextvit_large.bd_ssld_6m_in1k_384,384,86.544,13.456,98.126,1.874,57.87,1.000,bicubic +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,86.538,13.462,97.894,2.106,73.88,0.950,bicubic +maxvit_large_tf_512.in1k,512,86.534,13.466,97.884,2.116,212.33,1.000,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,86.530,13.470,98.094,1.906,93.59,0.950,bicubic +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,86.524,13.476,98.034,1.966,93.59,1.000,bicubic +volo_d3_448.sail_in1k,448,86.514,13.486,97.710,2.290,86.63,1.000,bicubic +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,86.494,13.506,98.056,1.944,86.53,0.900,bicubic +convnext_base.clip_laiona_augreg_ft_in1k_384,384,86.490,13.510,97.960,2.040,88.59,1.000,bicubic +cait_m48_448.fb_dist_in1k,448,86.480,13.520,97.748,2.252,356.46,1.000,bicubic tf_efficientnet_b6.ns_jft_in1k,528,86.476,13.524,97.864,2.136,43.04,0.942,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,86.444,13.556,97.884,2.116,21.27,1.0,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,86.442,13.558,98.068,1.932,87.9,1.0,bicubic -caformer_b36.sail_in1k_384,384,86.4,13.6,97.824,2.176,98.75,1.0,bicubic -efficientvit_l3.r384_in1k,384,86.396,13.604,97.64,2.36,246.04,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,86.38,13.62,97.942,2.058,75.26,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,86.378,13.622,97.976,2.024,88.59,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,86.374,13.626,97.98,2.02,40.01,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,86.372,13.628,98.04,1.96,44.82,1.0,bicubic -dm_nfnet_f6.dm_in1k,576,86.364,13.636,97.9,2.1,438.36,0.956,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,86.32,13.68,97.89,2.11,196.53,0.9,bicubic -convnext_base.fb_in22k_ft_in1k,288,86.302,13.698,98.088,1.912,88.59,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,86.3,13.7,97.942,2.058,75.26,1.0,bicubic -maxvit_base_tf_384.in1k,384,86.29,13.71,97.802,2.198,119.65,1.0,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,86.27,13.73,97.906,2.094,87.92,0.9,bicubic -convnextv2_huge.fcmae_ft_in1k,224,86.26,13.74,97.752,2.248,660.29,0.875,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,86.252,13.748,97.84,2.16,86.58,0.9,bicubic -maxvit_large_tf_384.in1k,384,86.242,13.758,97.684,2.316,212.03,1.0,bicubic -efficientvit_l3.r320_in1k,320,86.23,13.77,97.476,2.524,246.04,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,86.21,13.79,97.894,2.106,86.86,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,86.206,13.794,97.81,2.19,75.26,0.965,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,86.204,13.796,97.762,2.238,86.57,0.95,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,86.198,13.802,97.888,2.112,64.11,0.95,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,86.188,13.812,97.928,2.072,329.09,1.0,bicubic -convnext_small.in12k_ft_in1k_384,384,86.186,13.814,97.92,2.08,50.22,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,86.184,13.816,97.674,2.326,88.59,1.0,bicubic -caformer_m36.sail_in1k_384,384,86.164,13.836,97.812,2.188,56.2,1.0,bicubic +tiny_vit_21m_512.dist_in22k_ft_in1k,512,86.444,13.556,97.884,2.116,21.27,1.000,bicubic +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,86.442,13.558,98.068,1.932,87.90,1.000,bicubic +caformer_b36.sail_in1k_384,384,86.400,13.600,97.824,2.176,98.75,1.000,bicubic +efficientvit_l3.r384_in1k,384,86.396,13.604,97.640,2.360,246.04,1.000,bicubic +hgnetv2_b6.ssld_stage2_ft_in1k,288,86.380,13.620,97.942,2.058,75.26,1.000,bicubic +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,86.378,13.622,97.976,2.024,88.59,1.000,bicubic +convformer_s36.sail_in22k_ft_in1k_384,384,86.374,13.626,97.980,2.020,40.01,1.000,bicubic +nextvit_base.bd_ssld_6m_in1k_384,384,86.372,13.628,98.040,1.960,44.82,1.000,bicubic +dm_nfnet_f6.dm_in1k,576,86.364,13.636,97.900,2.100,438.36,0.956,bicubic +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,86.320,13.680,97.890,2.110,196.53,0.900,bicubic +convnext_base.fb_in22k_ft_in1k,288,86.302,13.698,98.088,1.912,88.59,1.000,bicubic +hgnetv2_b6.ssld_stage1_in22k_in1k,288,86.300,13.700,97.942,2.058,75.26,1.000,bicubic +maxvit_base_tf_384.in1k,384,86.290,13.710,97.802,2.198,119.65,1.000,bicubic +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,86.270,13.730,97.906,2.094,87.92,0.900,bicubic +convnextv2_huge.fcmae_ft_in1k,224,86.260,13.740,97.752,2.248,660.29,0.875,bicubic +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,86.252,13.748,97.840,2.160,86.58,0.900,bicubic +maxvit_large_tf_384.in1k,384,86.242,13.758,97.684,2.316,212.03,1.000,bicubic +efficientvit_l3.r320_in1k,320,86.230,13.770,97.476,2.524,246.04,1.000,bicubic +vit_base_patch16_clip_384.openai_ft_in1k,384,86.210,13.790,97.894,2.106,86.86,1.000,bicubic +hgnetv2_b6.ssld_stage2_ft_in1k,224,86.206,13.794,97.810,2.190,75.26,0.965,bicubic +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,86.204,13.796,97.762,2.238,86.57,0.950,bicubic +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,86.198,13.802,97.888,2.112,64.11,0.950,bicubic +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,86.188,13.812,97.928,2.072,329.09,1.000,bicubic +convnext_small.in12k_ft_in1k_384,384,86.186,13.814,97.920,2.080,50.22,1.000,bicubic +convnext_base.clip_laion2b_augreg_ft_in1k,256,86.184,13.816,97.674,2.326,88.59,1.000,bicubic +caformer_m36.sail_in1k_384,384,86.164,13.836,97.812,2.188,56.20,1.000,bicubic dm_nfnet_f6.dm_in1k,448,86.156,13.844,97.762,2.238,438.36,0.956,bicubic -convformer_m36.sail_in22k_ft_in1k,224,86.152,13.848,97.852,2.148,57.05,1.0,bicubic -convnextv2_large.fcmae_ft_in1k,288,86.132,13.868,97.82,2.18,197.96,1.0,bicubic +convformer_m36.sail_in22k_ft_in1k,224,86.152,13.848,97.852,2.148,57.05,1.000,bicubic +convnextv2_large.fcmae_ft_in1k,288,86.132,13.868,97.820,2.180,197.96,1.000,bicubic +maxvit_small_tf_512.in1k,512,86.102,13.898,97.758,2.242,69.13,1.000,bicubic dm_nfnet_f5.dm_in1k,544,86.102,13.898,97.688,2.312,377.21,0.954,bicubic -maxvit_small_tf_512.in1k,512,86.102,13.898,97.758,2.242,69.13,1.0,bicubic tf_efficientnet_b5.ns_jft_in1k,456,86.096,13.904,97.744,2.256,30.39,0.934,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,86.088,13.912,97.716,2.284,21.23,1.0,bicubic -volo_d5_224.sail_in1k,224,86.076,13.924,97.574,2.426,295.46,0.96,bicubic -cait_m36_384.fb_dist_in1k,384,86.06,13.94,97.732,2.268,271.22,1.0,bicubic -volo_d2_384.sail_in1k,384,86.054,13.946,97.582,2.418,58.87,1.0,bicubic +tiny_vit_21m_384.dist_in22k_ft_in1k,384,86.088,13.912,97.716,2.284,21.23,1.000,bicubic +volo_d5_224.sail_in1k,224,86.076,13.924,97.574,2.426,295.46,0.960,bicubic +cait_m36_384.fb_dist_in1k,384,86.060,13.940,97.732,2.268,271.22,1.000,bicubic +volo_d2_384.sail_in1k,384,86.054,13.946,97.582,2.418,58.87,1.000,bicubic hgnetv2_b6.ssld_stage1_in22k_in1k,224,86.052,13.948,97.806,2.194,75.26,0.965,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,86.046,13.954,97.646,2.354,213.74,0.9,bicubic -regnety_160.sw_in12k_ft_in1k,288,86.028,13.972,97.836,2.164,83.59,1.0,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,86.024,13.976,97.69,2.31,188.93,1.0,bicubic -regnety_160.swag_ft_in1k,384,86.02,13.98,98.046,1.954,83.59,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,86.014,13.986,97.956,2.044,54.14,1.0,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,86.01,13.99,97.998,2.002,86.86,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,86.004,13.996,97.834,2.166,83.59,1.0,bicubic -efficientvit_l2.r384_in1k,384,85.984,14.016,97.51,2.49,63.71,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,85.966,14.034,97.904,2.096,31.76,1.0,bicubic +hiera_large_224.mae_in1k_ft_in1k,224,86.046,13.954,97.646,2.354,213.74,0.900,bicubic +regnety_160.sw_in12k_ft_in1k,288,86.028,13.972,97.836,2.164,83.59,1.000,bicubic +xcit_large_24_p8_384.fb_dist_in1k,384,86.024,13.976,97.690,2.310,188.93,1.000,bicubic +regnety_160.swag_ft_in1k,384,86.020,13.980,98.046,1.954,83.59,1.000,bicubic +tf_efficientnetv2_m.in21k_ft_in1k,480,86.014,13.986,97.956,2.044,54.14,1.000,bicubic +vit_base_patch16_384.augreg_in21k_ft_in1k,384,86.010,13.990,97.998,2.002,86.86,1.000,bicubic +regnety_160.lion_in12k_ft_in1k,288,86.004,13.996,97.834,2.166,83.59,1.000,bicubic +efficientvit_l2.r384_in1k,384,85.984,14.016,97.510,2.490,63.71,1.000,bicubic +nextvit_small.bd_ssld_6m_in1k_384,384,85.966,14.034,97.904,2.096,31.76,1.000,bicubic regnety_1280.swag_lc_in1k,224,85.964,14.036,97.852,2.148,644.81,0.965,bicubic seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,85.956,14.044,97.824,2.176,93.59,0.875,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,85.954,14.046,97.724,2.276,86.57,0.95,bicubic -efficientvit_l3.r256_in1k,256,85.952,14.048,97.34,2.66,246.04,1.0,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,85.894,14.106,97.742,2.258,30.39,1.0,bicubic -volo_d4_224.sail_in1k,224,85.868,14.132,97.464,2.536,192.96,0.96,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,85.856,14.144,97.822,2.178,304.33,0.9,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,85.846,14.154,97.766,2.234,118.52,1.0,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,85.844,14.156,97.68,2.32,186.27,1.0,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,85.842,14.158,97.602,2.398,84.32,1.0,bicubic +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,85.954,14.046,97.724,2.276,86.57,0.950,bicubic +efficientvit_l3.r256_in1k,256,85.952,14.048,97.340,2.660,246.04,1.000,bicubic +efficientnet_b5.sw_in12k_ft_in1k,448,85.894,14.106,97.742,2.258,30.39,1.000,bicubic +volo_d4_224.sail_in1k,224,85.868,14.132,97.464,2.536,192.96,0.960,bicubic +vit_large_patch16_224.augreg_in21k_ft_in1k,224,85.856,14.144,97.822,2.178,304.33,0.900,bicubic +tf_efficientnetv2_l.in21k_ft_in1k,384,85.846,14.154,97.766,2.234,118.52,1.000,bicubic +rdnet_large.nv_in1k_ft_in1k_384,384,85.844,14.156,97.680,2.320,186.27,1.000,bicubic +xcit_medium_24_p8_384.fb_dist_in1k,384,85.842,14.158,97.602,2.398,84.32,1.000,bicubic +vit_base_patch8_224.augreg_in21k_ft_in1k,224,85.838,14.162,97.776,2.224,86.58,0.900,bicubic dm_nfnet_f4.dm_in1k,512,85.838,14.162,97.652,2.348,316.07,0.951,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,85.838,14.162,97.776,2.224,86.58,0.9,bicubic -deit3_large_patch16_384.fb_in1k,384,85.82,14.18,97.602,2.398,304.76,1.0,bicubic +deit3_large_patch16_384.fb_in1k,384,85.820,14.180,97.602,2.398,304.76,1.000,bicubic convnext_base.fb_in22k_ft_in1k,224,85.814,14.186,97.856,2.144,88.59,0.875,bicubic -efficientvit_l3.r224_in1k,224,85.81,14.19,97.21,2.79,246.04,1.0,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,85.792,14.208,97.634,2.366,88.34,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k,224,85.78,14.22,97.832,2.168,39.3,1.0,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,85.778,14.222,97.53,2.47,189.1,1.0,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,85.77,14.23,97.616,2.384,22.13,1.0,bicubic -convformer_b36.sail_in1k_384,384,85.77,14.23,97.522,2.478,99.88,1.0,bicubic -caformer_s36.sail_in1k_384,384,85.762,14.238,97.666,2.334,39.3,1.0,bicubic +efficientvit_l3.r224_in1k,224,85.810,14.190,97.210,2.790,246.04,1.000,bicubic +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,85.792,14.208,97.634,2.366,88.34,1.000,bicubic +caformer_s36.sail_in22k_ft_in1k,224,85.780,14.220,97.832,2.168,39.30,1.000,bicubic +xcit_large_24_p16_384.fb_dist_in1k,384,85.778,14.222,97.530,2.470,189.10,1.000,bicubic +eva02_small_patch14_336.mim_in22k_ft_in1k,336,85.770,14.230,97.616,2.384,22.13,1.000,bicubic +convformer_b36.sail_in1k_384,384,85.770,14.230,97.522,2.478,99.88,1.000,bicubic +caformer_s36.sail_in1k_384,384,85.762,14.238,97.666,2.334,39.30,1.000,bicubic convnextv2_large.fcmae_ft_in1k,224,85.762,14.238,97.574,2.426,197.96,0.875,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,85.752,14.248,97.878,2.122,50.22,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,85.734,14.266,97.61,2.39,60.4,0.95,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,85.728,14.272,97.746,2.254,86.59,1.0,bicubic -dm_nfnet_f5.dm_in1k,416,85.712,14.288,97.55,2.45,377.21,0.954,bicubic -dm_nfnet_f3.dm_in1k,416,85.676,14.324,97.576,2.424,254.92,0.94,bicubic -tf_efficientnetv2_l.in1k,480,85.66,14.34,97.472,2.528,118.52,1.0,bicubic -maxvit_tiny_tf_512.in1k,512,85.658,14.342,97.592,2.408,31.05,1.0,bicubic -flexivit_large.1200ep_in1k,240,85.646,14.354,97.546,2.454,304.36,0.95,bicubic -efficientvit_l2.r288_in1k,288,85.614,14.386,97.364,2.636,63.71,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,224,85.602,14.398,97.668,2.332,83.59,0.95,bicubic -regnety_160.sw_in12k_ft_in1k,224,85.596,14.404,97.668,2.332,83.59,0.95,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,85.596,14.404,97.514,2.486,86.53,0.9,bicubic -convformer_m36.sail_in1k_384,384,85.58,14.42,97.548,2.452,57.05,1.0,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,85.58,14.42,97.572,2.428,47.63,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,85.562,14.438,97.456,2.544,208.12,1.0,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,85.556,14.444,97.638,2.362,39.03,0.95,bicubic -maxvit_small_tf_384.in1k,384,85.534,14.466,97.466,2.534,69.02,1.0,bicubic -flexivit_large.600ep_in1k,240,85.53,14.47,97.494,2.506,304.36,0.95,bicubic +convnext_small.fb_in22k_ft_in1k_384,384,85.752,14.248,97.878,2.122,50.22,1.000,bicubic +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,85.734,14.266,97.610,2.390,60.40,0.950,bicubic +deit3_base_patch16_224.fb_in22k_ft_in1k,224,85.728,14.272,97.746,2.254,86.59,1.000,bicubic +dm_nfnet_f5.dm_in1k,416,85.712,14.288,97.550,2.450,377.21,0.954,bicubic +dm_nfnet_f3.dm_in1k,416,85.676,14.324,97.576,2.424,254.92,0.940,bicubic +tf_efficientnetv2_l.in1k,480,85.660,14.340,97.472,2.528,118.52,1.000,bicubic +maxvit_tiny_tf_512.in1k,512,85.658,14.342,97.592,2.408,31.05,1.000,bicubic +flexivit_large.1200ep_in1k,240,85.646,14.354,97.546,2.454,304.36,0.950,bicubic +efficientvit_l2.r288_in1k,288,85.614,14.386,97.364,2.636,63.71,1.000,bicubic +regnety_160.lion_in12k_ft_in1k,224,85.602,14.398,97.668,2.332,83.59,0.950,bicubic +regnety_160.sw_in12k_ft_in1k,224,85.596,14.404,97.668,2.332,83.59,0.950,bicubic +beitv2_base_patch16_224.in1k_ft_in1k,224,85.596,14.404,97.514,2.486,86.53,0.900,bicubic +xcit_small_24_p8_384.fb_dist_in1k,384,85.580,14.420,97.572,2.428,47.63,1.000,bicubic +convformer_m36.sail_in1k_384,384,85.580,14.420,97.548,2.452,57.05,1.000,bicubic +tf_efficientnetv2_xl.in21k_ft_in1k,384,85.562,14.438,97.456,2.544,208.12,1.000,bicubic +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,85.556,14.444,97.638,2.362,39.03,0.950,bicubic +maxvit_small_tf_384.in1k,384,85.534,14.466,97.466,2.534,69.02,1.000,bicubic +flexivit_large.600ep_in1k,240,85.530,14.470,97.494,2.506,304.36,0.950,bicubic +nextvit_large.bd_ssld_6m_in1k,224,85.514,14.486,97.678,2.322,57.87,0.950,bicubic dm_nfnet_f4.dm_in1k,384,85.514,14.486,97.488,2.512,316.07,0.951,bicubic -nextvit_large.bd_ssld_6m_in1k,224,85.514,14.486,97.678,2.322,57.87,0.95,bicubic -caformer_b36.sail_in1k,224,85.502,14.498,97.316,2.684,98.75,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,85.49,14.51,97.38,2.62,88.72,1.0,bicubic -hgnet_base.ssld_in1k,288,85.488,14.512,97.63,2.37,71.58,1.0,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,85.488,14.512,97.586,2.414,86.57,1.0,bicubic -cait_s36_384.fb_dist_in1k,384,85.458,14.542,97.48,2.52,68.37,1.0,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,85.454,14.546,97.62,2.38,86.66,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,85.442,14.558,97.718,2.282,26.34,1.0,bicubic -volo_d3_224.sail_in1k,224,85.44,14.56,97.274,2.726,86.33,0.96,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,85.438,14.562,97.332,2.668,87.63,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,85.434,14.566,97.408,2.592,84.4,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,288,85.428,14.572,97.576,2.424,51.82,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,85.426,14.574,97.478,2.522,60.4,0.95,bicubic -convformer_s36.sail_in22k_ft_in1k,224,85.42,14.58,97.574,2.426,40.01,1.0,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,85.398,14.602,97.664,2.336,88.3,1.0,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,85.396,14.604,97.418,2.582,188.93,1.0,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,85.39,14.61,97.64,2.36,86.66,1.0,bicubic -convformer_s36.sail_in1k_384,384,85.38,14.62,97.468,2.532,40.01,1.0,bicubic -efficientvit_l2.r256_in1k,256,85.38,14.62,97.256,2.744,63.71,1.0,bicubic +caformer_b36.sail_in1k,224,85.502,14.498,97.316,2.684,98.75,1.000,bicubic +convnextv2_base.fcmae_ft_in1k,288,85.490,14.510,97.380,2.620,88.72,1.000,bicubic +hgnet_base.ssld_in1k,288,85.488,14.512,97.630,2.370,71.58,1.000,bicubic +vit_base_patch16_clip_224.laion2b_ft_in1k,224,85.488,14.512,97.586,2.414,86.57,1.000,bicubic +cait_s36_384.fb_dist_in1k,384,85.458,14.542,97.480,2.520,68.37,1.000,bicubic +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,85.454,14.546,97.620,2.380,86.66,1.000,bicubic +caformer_s18.sail_in22k_ft_in1k_384,384,85.442,14.558,97.718,2.282,26.34,1.000,bicubic +volo_d3_224.sail_in1k,224,85.440,14.560,97.274,2.726,86.33,0.960,bicubic +deit_base_distilled_patch16_384.fb_in1k,384,85.438,14.562,97.332,2.668,87.63,1.000,bicubic +xcit_medium_24_p16_384.fb_dist_in1k,384,85.434,14.566,97.408,2.592,84.40,1.000,bicubic +regnety_120.sw_in12k_ft_in1k,288,85.428,14.572,97.576,2.424,51.82,1.000,bicubic +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,85.426,14.574,97.478,2.522,60.40,0.950,bicubic +convformer_s36.sail_in22k_ft_in1k,224,85.420,14.580,97.574,2.426,40.01,1.000,bicubic +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,85.398,14.602,97.664,2.336,88.30,1.000,bicubic +xcit_large_24_p8_224.fb_dist_in1k,224,85.396,14.604,97.418,2.582,188.93,1.000,bicubic +beit3_base_patch16_224.in22k_ft_in1k,224,85.390,14.610,97.640,2.360,86.66,1.000,bicubic +convformer_s36.sail_in1k_384,384,85.380,14.620,97.468,2.532,40.01,1.000,bicubic +efficientvit_l2.r256_in1k,256,85.380,14.620,97.256,2.744,63.71,1.000,bicubic tf_efficientnet_b8.ap_in1k,672,85.358,14.642,97.298,2.702,87.41,0.954,bicubic tf_efficientnet_b8.ra_in1k,672,85.344,14.656,97.392,2.608,87.41,0.954,bicubic -convnext_small.in12k_ft_in1k,288,85.324,14.676,97.554,2.446,50.22,1.0,bicubic -flexivit_large.300ep_in1k,240,85.284,14.716,97.404,2.596,304.36,0.95,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,85.282,14.718,97.448,2.552,86.57,0.9,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,85.276,14.724,97.566,2.434,87.77,0.9,bicubic -convnext_small.fb_in22k_ft_in1k,288,85.276,14.724,97.678,2.322,50.22,1.0,bicubic -mvitv2_large.fb_in1k,224,85.264,14.736,97.188,2.812,217.99,0.9,bicubic -volo_d1_384.sail_in1k,384,85.262,14.738,97.218,2.782,26.78,1.0,bicubic -caformer_m36.sail_in1k,224,85.242,14.758,97.226,2.774,56.2,1.0,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,85.238,14.762,97.654,2.346,86.53,0.9,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,85.218,14.782,97.398,2.602,88.3,0.95,bicubic -tf_efficientnetv2_m.in1k,480,85.208,14.792,97.358,2.642,54.14,1.0,bicubic -volo_d2_224.sail_in1k,224,85.204,14.796,97.186,2.814,58.68,0.96,bicubic -deit3_huge_patch14_224.fb_in1k,224,85.204,14.796,97.364,2.636,632.13,0.9,bicubic -tf_efficientnetv2_l.in1k,384,85.202,14.798,97.274,2.726,118.52,1.0,bicubic -inception_next_base.sail_in1k_384,384,85.202,14.798,97.424,2.576,86.67,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k,224,85.186,14.814,97.6,2.4,44.82,0.95,bicubic -dm_nfnet_f2.dm_in1k,352,85.184,14.816,97.34,2.66,193.78,0.92,bicubic -convnext_small.in12k_ft_in1k,224,85.164,14.836,97.502,2.498,50.22,0.95,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,85.158,14.842,97.588,2.412,39.57,1.0,bicubic +convnext_small.in12k_ft_in1k,288,85.324,14.676,97.554,2.446,50.22,1.000,bicubic +flexivit_large.300ep_in1k,240,85.284,14.716,97.404,2.596,304.36,0.950,bicubic +vit_base_patch16_clip_224.openai_ft_in1k,224,85.282,14.718,97.448,2.552,86.57,0.900,bicubic +convnext_small.fb_in22k_ft_in1k,288,85.276,14.724,97.678,2.322,50.22,1.000,bicubic +swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,85.276,14.724,97.566,2.434,87.77,0.900,bicubic +mvitv2_large.fb_in1k,224,85.264,14.736,97.188,2.812,217.99,0.900,bicubic +volo_d1_384.sail_in1k,384,85.262,14.738,97.218,2.782,26.78,1.000,bicubic +caformer_m36.sail_in1k,224,85.242,14.758,97.226,2.774,56.20,1.000,bicubic +beit_base_patch16_224.in22k_ft_in22k_in1k,224,85.238,14.762,97.654,2.346,86.53,0.900,bicubic +vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,85.218,14.782,97.398,2.602,88.30,0.950,bicubic +tf_efficientnetv2_m.in1k,480,85.208,14.792,97.358,2.642,54.14,1.000,bicubic +deit3_huge_patch14_224.fb_in1k,224,85.204,14.796,97.364,2.636,632.13,0.900,bicubic +volo_d2_224.sail_in1k,224,85.204,14.796,97.186,2.814,58.68,0.960,bicubic +inception_next_base.sail_in1k_384,384,85.202,14.798,97.424,2.576,86.67,1.000,bicubic +tf_efficientnetv2_l.in1k,384,85.202,14.798,97.274,2.726,118.52,1.000,bicubic +nextvit_base.bd_ssld_6m_in1k,224,85.186,14.814,97.600,2.400,44.82,0.950,bicubic +dm_nfnet_f2.dm_in1k,352,85.184,14.816,97.340,2.660,193.78,0.920,bicubic +convnext_small.in12k_ft_in1k,224,85.164,14.836,97.502,2.498,50.22,0.950,bicubic +hgnetv2_b5.ssld_stage2_ft_in1k,288,85.158,14.842,97.588,2.412,39.57,1.000,bicubic tf_efficientnet_b4.ns_jft_in1k,380,85.156,14.844,97.482,2.518,19.34,0.922,bicubic -convnext_tiny.in12k_ft_in1k_384,384,85.154,14.846,97.634,2.366,28.59,1.0,bicubic -regnety_2560.seer_ft_in1k,384,85.144,14.856,97.444,2.556,1282.6,1.0,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,85.136,14.864,97.162,2.838,69.9,0.9,bicubic +convnext_tiny.in12k_ft_in1k_384,384,85.154,14.846,97.634,2.366,28.59,1.000,bicubic +regnety_2560.seer_ft_in1k,384,85.144,14.856,97.444,2.556,"1,282.60",1.000,bicubic +hiera_base_plus_224.mae_in1k_ft_in1k,224,85.136,14.864,97.162,2.838,69.90,0.900,bicubic tf_efficientnet_b7.ap_in1k,600,85.132,14.868,97.256,2.744,66.35,0.949,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,85.108,14.892,97.53,2.47,86.57,0.9,bicubic -maxvit_tiny_tf_384.in1k,384,85.106,14.894,97.382,2.618,30.98,1.0,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,85.102,14.898,97.318,2.682,47.67,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,85.098,14.902,97.632,2.368,28.64,1.0,bicubic -dm_nfnet_f3.dm_in1k,320,85.092,14.908,97.386,2.614,254.92,0.94,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,85.09,14.91,97.442,2.558,468.53,0.875,bilinear -deit3_base_patch16_384.fb_in1k,384,85.088,14.912,97.252,2.748,86.88,1.0,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,85.088,14.912,97.354,2.646,21.2,0.95,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,85.078,14.922,97.274,2.726,84.32,1.0,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,85.068,14.932,97.264,2.736,26.21,1.0,bicubic -cait_s24_384.fb_dist_in1k,384,85.048,14.952,97.35,2.65,47.06,1.0,bicubic -efficientvit_l2.r224_in1k,224,85.046,14.954,97.104,2.896,63.71,1.0,bicubic -caformer_s18.sail_in1k_384,384,85.036,14.964,97.354,2.646,26.34,1.0,bicubic -regnetz_e8.ra3_in1k,320,85.016,14.984,97.278,2.722,57.7,1.0,bicubic -resnetrs420.tf_in1k,416,85.01,14.99,97.11,2.89,191.89,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,85.004,14.996,97.572,2.428,26.77,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,224,84.994,15.006,97.412,2.588,51.82,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,84.99,15.01,97.294,2.706,32.59,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,84.988,15.012,97.334,2.666,86.48,1.0,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,84.988,15.012,97.296,2.704,98.95,1.0,bicubic -ecaresnet269d.ra2_in1k,352,84.968,15.032,97.224,2.776,102.09,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,84.966,15.034,97.222,2.778,94.45,1.0,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,84.956,15.044,97.384,2.616,38.88,0.95,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,84.942,15.058,97.39,2.61,45.88,1.0,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,84.94,15.06,96.968,3.032,41.72,0.95,bicubic -maxvit_large_tf_224.in1k,224,84.938,15.062,96.98,3.02,211.79,0.95,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,84.936,15.064,97.456,2.544,936.53,1.0,bilinear -xcit_large_24_p16_224.fb_dist_in1k,224,84.936,15.064,97.128,2.872,189.1,1.0,bicubic -nextvit_large.bd_in1k_384,384,84.93,15.07,97.29,2.71,57.87,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,84.93,15.07,97.494,2.506,39.57,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,84.928,15.072,97.312,2.688,33.44,1.0,bicubic -tf_efficientnet_b7.ra_in1k,600,84.926,15.074,97.22,2.78,66.35,0.949,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,84.912,15.088,97.26,2.74,34.36,0.95,bicubic +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,85.108,14.892,97.530,2.470,86.57,0.900,bicubic +maxvit_tiny_tf_384.in1k,384,85.106,14.894,97.382,2.618,30.98,1.000,bicubic +xcit_small_24_p16_384.fb_dist_in1k,384,85.102,14.898,97.318,2.682,47.67,1.000,bicubic +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,85.098,14.902,97.632,2.368,28.64,1.000,bicubic +dm_nfnet_f3.dm_in1k,320,85.092,14.908,97.386,2.614,254.92,0.940,bicubic +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,85.090,14.910,97.442,2.558,468.53,0.875,bilinear +tiny_vit_21m_224.dist_in22k_ft_in1k,224,85.088,14.912,97.354,2.646,21.20,0.950,bicubic +deit3_base_patch16_384.fb_in1k,384,85.088,14.912,97.252,2.748,86.88,1.000,bicubic +xcit_medium_24_p8_224.fb_dist_in1k,224,85.078,14.922,97.274,2.726,84.32,1.000,bicubic +xcit_small_12_p8_384.fb_dist_in1k,384,85.068,14.932,97.264,2.736,26.21,1.000,bicubic +cait_s24_384.fb_dist_in1k,384,85.048,14.952,97.350,2.650,47.06,1.000,bicubic +efficientvit_l2.r224_in1k,224,85.046,14.954,97.104,2.896,63.71,1.000,bicubic +caformer_s18.sail_in1k_384,384,85.036,14.964,97.354,2.646,26.34,1.000,bicubic +regnetz_e8.ra3_in1k,320,85.016,14.984,97.278,2.722,57.70,1.000,bicubic +resnetrs420.tf_in1k,416,85.010,14.990,97.110,2.890,191.89,1.000,bicubic +convformer_s18.sail_in22k_ft_in1k_384,384,85.004,14.996,97.572,2.428,26.77,1.000,bicubic +regnety_120.sw_in12k_ft_in1k,224,84.994,15.006,97.412,2.588,51.82,0.950,bicubic +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,84.990,15.010,97.294,2.706,32.59,1.000,bicubic +mambaout_base_tall_rw.sw_e500_in1k,288,84.988,15.012,97.334,2.666,86.48,1.000,bicubic +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,84.988,15.012,97.296,2.704,98.95,1.000,bicubic +ecaresnet269d.ra2_in1k,352,84.968,15.032,97.224,2.776,102.09,1.000,bicubic +mambaout_base_wide_rw.sw_e500_in1k,288,84.966,15.034,97.222,2.778,94.45,1.000,bicubic +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,84.956,15.044,97.384,2.616,38.88,0.950,bicubic +efficientnet_h_b5.sw_r448_e450_in1k,576,84.942,15.058,97.390,2.610,45.88,1.000,bicubic +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,84.940,15.060,96.968,3.032,41.72,0.950,bicubic +maxvit_large_tf_224.in1k,224,84.938,15.062,96.980,3.020,211.79,0.950,bicubic +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,84.936,15.064,97.456,2.544,936.53,1.000,bilinear +xcit_large_24_p16_224.fb_dist_in1k,224,84.936,15.064,97.128,2.872,189.10,1.000,bicubic +hgnetv2_b5.ssld_stage1_in22k_in1k,288,84.930,15.070,97.494,2.506,39.57,1.000,bicubic +nextvit_large.bd_in1k_384,384,84.930,15.070,97.290,2.710,57.87,1.000,bicubic +efficientnet_x_b5.sw_r448_e450_in1k,576,84.928,15.072,97.312,2.688,33.44,1.000,bicubic +tf_efficientnet_b7.ra_in1k,600,84.926,15.074,97.220,2.780,66.35,0.949,bicubic +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,84.912,15.088,97.260,2.740,34.36,0.950,bicubic hgnet_base.ssld_in1k,224,84.908,15.092,97.342,2.658,71.58,0.965,bicubic -coat_lite_medium_384.in1k,384,84.89,15.11,97.376,2.624,44.57,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,224,84.89,15.11,97.088,2.912,88.72,0.875,bicubic -maxvit_base_tf_224.in1k,224,84.884,15.116,97.002,2.998,119.47,0.95,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,84.878,15.122,97.2,2.8,47.63,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k,224,84.872,15.128,97.372,2.628,31.76,0.95,bicubic -convnext_large.fb_in1k,288,84.862,15.138,97.21,2.79,197.77,1.0,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,84.846,15.154,97.118,2.882,304.4,0.9,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,84.846,15.154,97.486,2.514,22.21,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,84.842,15.158,97.286,2.714,88.83,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,84.84,15.16,97.128,2.872,304.2,0.9,bicubic -efficientnetv2_rw_m.agc_in1k,416,84.83,15.17,97.148,2.852,53.24,1.0,bicubic -convformer_b36.sail_in1k,224,84.826,15.174,96.948,3.052,99.88,1.0,bicubic +coat_lite_medium_384.in1k,384,84.890,15.110,97.376,2.624,44.57,1.000,bicubic +convnextv2_base.fcmae_ft_in1k,224,84.890,15.110,97.088,2.912,88.72,0.875,bicubic +maxvit_base_tf_224.in1k,224,84.884,15.116,97.002,2.998,119.47,0.950,bicubic +xcit_small_24_p8_224.fb_dist_in1k,224,84.878,15.122,97.200,2.800,47.63,1.000,bicubic +nextvit_small.bd_ssld_6m_in1k,224,84.872,15.128,97.372,2.628,31.76,0.950,bicubic +convnext_large.fb_in1k,288,84.862,15.138,97.210,2.790,197.77,1.000,bicubic +deit3_small_patch16_384.fb_in22k_ft_in1k,384,84.846,15.154,97.486,2.514,22.21,1.000,bicubic +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,84.846,15.154,97.118,2.882,304.40,0.900,bicubic +mambaout_base_short_rw.sw_e500_in1k,288,84.842,15.158,97.286,2.714,88.83,1.000,bicubic +vit_large_patch16_rope_mixed_224.naver_in1k,224,84.840,15.160,97.128,2.872,304.20,0.900,bicubic +efficientnetv2_rw_m.agc_in1k,416,84.830,15.170,97.148,2.852,53.24,1.000,bicubic +convformer_b36.sail_in1k,224,84.826,15.174,96.948,3.052,99.88,1.000,bicubic hgnetv2_b5.ssld_stage2_ft_in1k,224,84.824,15.176,97.294,2.706,39.57,0.965,bicubic -rdnet_large.nv_in1k,224,84.794,15.206,97.156,2.844,186.27,0.9,bicubic +rdnet_large.nv_in1k,224,84.794,15.206,97.156,2.844,186.27,0.900,bicubic tf_efficientnet_b6.ap_in1k,528,84.794,15.206,97.138,2.862,43.04,0.942,bicubic -deit3_large_patch16_224.fb_in1k,224,84.772,15.228,97.048,2.952,304.37,0.9,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,84.772,15.228,97.344,2.656,32.59,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,84.768,15.232,97.434,2.566,54.14,1.0,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,84.734,15.266,97.136,2.864,26.25,1.0,bicubic -mambaout_base.in1k,288,84.73,15.27,96.934,3.066,84.81,1.0,bicubic -ecaresnet269d.ra2_in1k,320,84.724,15.276,97.18,2.82,102.09,0.95,bicubic -resnetrs350.tf_in1k,384,84.71,15.29,96.992,3.008,163.96,1.0,bicubic -eca_nfnet_l2.ra3_in1k,384,84.71,15.29,97.256,2.744,56.72,1.0,bicubic -nextvit_base.bd_in1k_384,384,84.706,15.294,97.22,2.78,44.82,1.0,bicubic -dm_nfnet_f1.dm_in1k,320,84.7,15.3,97.178,2.822,132.63,0.91,bicubic -flexivit_base.1200ep_in1k,240,84.678,15.322,96.98,3.02,86.59,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,84.668,15.332,97.108,2.892,32.59,0.95,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,84.66,15.34,97.146,2.854,304.37,0.9,bicubic +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,84.772,15.228,97.344,2.656,32.59,1.000,bicubic +deit3_large_patch16_224.fb_in1k,224,84.772,15.228,97.048,2.952,304.37,0.900,bicubic +tf_efficientnetv2_m.in21k_ft_in1k,384,84.768,15.232,97.434,2.566,54.14,1.000,bicubic +xcit_small_12_p16_384.fb_dist_in1k,384,84.734,15.266,97.136,2.864,26.25,1.000,bicubic +mambaout_base.in1k,288,84.730,15.270,96.934,3.066,84.81,1.000,bicubic +ecaresnet269d.ra2_in1k,320,84.724,15.276,97.180,2.820,102.09,0.950,bicubic +eca_nfnet_l2.ra3_in1k,384,84.710,15.290,97.256,2.744,56.72,1.000,bicubic +resnetrs350.tf_in1k,384,84.710,15.290,96.992,3.008,163.96,1.000,bicubic +nextvit_base.bd_in1k_384,384,84.706,15.294,97.220,2.780,44.82,1.000,bicubic +dm_nfnet_f1.dm_in1k,320,84.700,15.300,97.178,2.822,132.63,0.910,bicubic +flexivit_base.1200ep_in1k,240,84.678,15.322,96.980,3.020,86.59,0.950,bicubic +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,84.668,15.332,97.108,2.892,32.59,0.950,bicubic +vit_large_patch16_rope_ape_224.naver_in1k,224,84.660,15.340,97.146,2.854,304.37,0.900,bicubic regnety_320.swag_lc_in1k,224,84.654,15.346,97.492,2.508,145.05,0.965,bicubic -davit_base.msft_in1k,224,84.652,15.348,97.02,2.98,87.95,0.95,bicubic -vit_large_patch16_rope_224.naver_in1k,224,84.646,15.354,97.12,2.88,304.17,0.9,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,84.634,15.366,97.062,2.938,66.01,0.95,bicubic -swinv2_base_window16_256.ms_in1k,256,84.608,15.392,97.064,2.936,87.92,0.9,bicubic -fastvit_ma36.apple_dist_in1k,256,84.608,15.392,96.996,3.004,44.07,0.95,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,84.608,15.392,96.744,3.256,73.88,0.95,bicubic -mambaout_small_rw.sw_e450_in1k,288,84.604,15.396,97.096,2.904,48.5,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,84.582,15.418,97.278,2.722,34.81,1.0,bicubic +davit_base.msft_in1k,224,84.652,15.348,97.020,2.980,87.95,0.950,bicubic +vit_large_patch16_rope_224.naver_in1k,224,84.646,15.354,97.120,2.880,304.17,0.900,bicubic +maxxvit_rmlp_small_rw_256.sw_in1k,256,84.634,15.366,97.062,2.938,66.01,0.950,bicubic +swinv2_base_window16_256.ms_in1k,256,84.608,15.392,97.064,2.936,87.92,0.900,bicubic +fastvit_ma36.apple_dist_in1k,256,84.608,15.392,96.996,3.004,44.07,0.950,bicubic +coatnet_rmlp_2_rw_224.sw_in1k,224,84.608,15.392,96.744,3.256,73.88,0.950,bicubic +mambaout_small_rw.sw_e450_in1k,288,84.604,15.396,97.096,2.904,48.50,1.000,bicubic convnext_small.fb_in22k_ft_in1k,224,84.582,15.418,97.414,2.586,50.22,0.875,bicubic -seresnextaa101d_32x8d.ah_in1k,288,84.58,15.42,97.062,2.938,93.59,1.0,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,84.564,15.436,97.108,2.892,34.36,0.95,bicubic -flexivit_base.600ep_in1k,240,84.564,15.436,96.91,3.09,86.59,0.95,bicubic -tf_efficientnetv2_m.in1k,384,84.554,15.446,97.058,2.942,54.14,1.0,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,84.55,15.45,97.18,2.82,38.85,1.0,bicubic +rexnetr_300.sw_in12k_ft_in1k,288,84.582,15.418,97.278,2.722,34.81,1.000,bicubic +seresnextaa101d_32x8d.ah_in1k,288,84.580,15.420,97.062,2.938,93.59,1.000,bicubic +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,84.564,15.436,97.108,2.892,34.36,0.950,bicubic +flexivit_base.600ep_in1k,240,84.564,15.436,96.910,3.090,86.59,0.950,bicubic +tf_efficientnetv2_m.in1k,384,84.554,15.446,97.058,2.942,54.14,1.000,bicubic +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,84.550,15.450,97.180,2.820,38.85,1.000,bicubic resnest269e.in1k,416,84.542,15.458,96.988,3.012,110.93,0.928,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,84.534,15.466,97.3,2.7,86.57,0.9,bicubic -caformer_s36.sail_in1k,224,84.528,15.472,97.01,2.99,39.3,1.0,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,84.528,15.472,97.022,2.978,51.52,0.9,bicubic -mambaout_small.in1k,288,84.512,15.488,96.97,3.03,48.49,1.0,bicubic -regnetz_040_h.ra3_in1k,320,84.498,15.502,97.006,2.994,28.94,1.0,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,84.488,15.512,96.772,3.228,64.9,0.9,bicubic -convformer_m36.sail_in1k,224,84.486,15.514,96.866,3.134,57.05,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,288,84.484,15.516,97.224,2.776,77.47,1.0,bilinear -swin_base_patch4_window12_384.ms_in1k,384,84.478,15.522,96.886,3.114,87.9,1.0,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,84.468,15.532,97.432,2.568,236.34,1.0,bilinear -convnext_base.fb_in1k,288,84.466,15.534,96.982,3.018,88.59,1.0,bicubic -efficientvit_l1.r224_in1k,224,84.464,15.536,96.86,3.14,52.65,1.0,bicubic -gcvit_base.in1k,224,84.456,15.544,96.848,3.152,90.32,0.875,bicubic +vit_base_patch16_224.augreg_in21k_ft_in1k,224,84.534,15.466,97.300,2.700,86.57,0.900,bicubic +hiera_base_224.mae_in1k_ft_in1k,224,84.528,15.472,97.022,2.978,51.52,0.900,bicubic +caformer_s36.sail_in1k,224,84.528,15.472,97.010,2.990,39.30,1.000,bicubic +mambaout_small.in1k,288,84.512,15.488,96.970,3.030,48.49,1.000,bicubic +regnetz_040_h.ra3_in1k,320,84.498,15.502,97.006,2.994,28.94,1.000,bicubic +maxvit_rmlp_small_rw_224.sw_in1k,224,84.488,15.512,96.772,3.228,64.90,0.900,bicubic +convformer_m36.sail_in1k,224,84.486,15.514,96.866,3.134,57.05,1.000,bicubic +hrnet_w48_ssld.paddle_in1k,288,84.484,15.516,97.224,2.776,77.47,1.000,bilinear +swin_base_patch4_window12_384.ms_in1k,384,84.478,15.522,96.886,3.114,87.90,1.000,bicubic +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,84.468,15.532,97.432,2.568,236.34,1.000,bilinear +convnext_base.fb_in1k,288,84.466,15.534,96.982,3.018,88.59,1.000,bicubic +efficientvit_l1.r224_in1k,224,84.464,15.536,96.860,3.140,52.65,1.000,bicubic hgnetv2_b5.ssld_stage1_in22k_in1k,224,84.456,15.544,97.218,2.782,39.57,0.965,bicubic -maxvit_small_tf_224.in1k,224,84.452,15.548,96.824,3.176,68.93,0.95,bicubic -resnetrs200.tf_in1k,320,84.448,15.552,97.074,2.926,93.21,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,84.448,15.552,96.872,3.128,94.45,0.95,bicubic -convnext_tiny.in12k_ft_in1k,288,84.448,15.552,97.328,2.672,28.59,1.0,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,84.442,15.558,97.214,2.786,38.86,0.95,bicubic -resnetrs270.tf_in1k,352,84.438,15.562,96.972,3.028,129.86,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,84.436,15.564,96.956,3.044,86.48,0.95,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,84.434,15.566,97.152,2.848,328.99,0.9,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,84.43,15.57,97.38,2.62,387.93,1.0,bilinear -convnextv2_tiny.fcmae_ft_in22k_in1k,288,84.428,15.572,97.26,2.74,28.64,1.0,bicubic -regnety_1280.seer_ft_in1k,384,84.426,15.574,97.086,2.914,644.81,1.0,bicubic -mvitv2_base.fb_in1k,224,84.424,15.576,96.864,3.136,51.47,0.9,bicubic +gcvit_base.in1k,224,84.456,15.544,96.848,3.152,90.32,0.875,bicubic +maxvit_small_tf_224.in1k,224,84.452,15.548,96.824,3.176,68.93,0.950,bicubic +convnext_tiny.in12k_ft_in1k,288,84.448,15.552,97.328,2.672,28.59,1.000,bicubic +resnetrs200.tf_in1k,320,84.448,15.552,97.074,2.926,93.21,1.000,bicubic +mambaout_base_wide_rw.sw_e500_in1k,224,84.448,15.552,96.872,3.128,94.45,0.950,bicubic +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,84.442,15.558,97.214,2.786,38.86,0.950,bicubic +resnetrs270.tf_in1k,352,84.438,15.562,96.972,3.028,129.86,1.000,bicubic +mambaout_base_tall_rw.sw_e500_in1k,224,84.436,15.564,96.956,3.044,86.48,0.950,bicubic +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,84.434,15.566,97.152,2.848,328.99,0.900,bicubic +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,84.430,15.570,97.380,2.620,387.93,1.000,bilinear +convnextv2_tiny.fcmae_ft_in22k_in1k,288,84.428,15.572,97.260,2.740,28.64,1.000,bicubic +regnety_1280.seer_ft_in1k,384,84.426,15.574,97.086,2.914,644.81,1.000,bicubic tf_efficientnet_b7.aa_in1k,600,84.424,15.576,96.908,3.092,66.35,0.949,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,84.418,15.582,97.14,2.86,45.88,1.0,bicubic -regnetz_e8.ra3_in1k,256,84.418,15.582,96.988,3.012,57.7,0.94,bicubic +mvitv2_base.fb_in1k,224,84.424,15.576,96.864,3.136,51.47,0.900,bicubic +efficientnet_h_b5.sw_r448_e450_in1k,448,84.418,15.582,97.140,2.860,45.88,1.000,bicubic +regnetz_e8.ra3_in1k,256,84.418,15.582,96.988,3.012,57.70,0.940,bicubic resmlp_big_24_224.fb_in22k_ft_in1k,224,84.414,15.586,97.108,2.892,129.14,0.875,bicubic -flexivit_base.300ep_in1k,240,84.402,15.598,96.884,3.116,86.59,0.95,bicubic -convformer_s18.sail_in1k_384,384,84.392,15.608,97.11,2.89,26.77,1.0,bicubic -xcit_large_24_p8_224.fb_in1k,224,84.38,15.62,96.664,3.336,188.93,1.0,bicubic -seresnext101d_32x8d.ah_in1k,288,84.38,15.62,96.918,3.082,93.59,1.0,bicubic -hgnet_small.ssld_in1k,288,84.368,15.632,97.13,2.87,24.36,1.0,bicubic -rdnet_base.nv_in1k,224,84.366,15.634,96.878,3.122,87.45,0.9,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,84.364,15.636,96.944,3.056,88.83,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,84.352,15.648,96.888,3.112,37.76,1.0,bicubic -seresnet152d.ra2_in1k,320,84.344,15.656,97.044,2.956,66.84,1.0,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,84.332,15.668,97.274,2.726,21.46,1.0,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,84.316,15.684,96.81,3.19,63.95,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,84.314,15.686,97.102,2.898,32.59,0.95,bicubic +flexivit_base.300ep_in1k,240,84.402,15.598,96.884,3.116,86.59,0.950,bicubic +convformer_s18.sail_in1k_384,384,84.392,15.608,97.110,2.890,26.77,1.000,bicubic +seresnext101d_32x8d.ah_in1k,288,84.380,15.620,96.918,3.082,93.59,1.000,bicubic +xcit_large_24_p8_224.fb_in1k,224,84.380,15.620,96.664,3.336,188.93,1.000,bicubic +hgnet_small.ssld_in1k,288,84.368,15.632,97.130,2.870,24.36,1.000,bicubic +rdnet_base.nv_in1k,224,84.366,15.634,96.878,3.122,87.45,0.900,bicubic +mambaout_base_short_rw.sw_e500_in1k,224,84.364,15.636,96.944,3.056,88.83,0.950,bicubic +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,84.352,15.648,96.888,3.112,37.76,1.000,bicubic +seresnet152d.ra2_in1k,320,84.344,15.656,97.044,2.956,66.84,1.000,bicubic +tf_efficientnetv2_s.in21k_ft_in1k,384,84.332,15.668,97.274,2.726,21.46,1.000,bicubic +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,84.316,15.684,96.810,3.190,63.95,0.950,bicubic +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,84.314,15.686,97.102,2.898,32.59,0.950,bicubic +resnetrs350.tf_in1k,288,84.304,15.696,96.942,3.058,163.96,1.000,bicubic convnext_large.fb_in1k,224,84.304,15.696,96.892,3.108,197.77,0.875,bicubic -resnetrs350.tf_in1k,288,84.304,15.696,96.942,3.058,163.96,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,320,84.296,15.704,96.872,3.128,53.24,1.0,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,84.292,15.708,96.936,3.064,84.4,1.0,bicubic +efficientnetv2_rw_m.agc_in1k,320,84.296,15.704,96.872,3.128,53.24,1.000,bicubic +xcit_medium_24_p16_224.fb_dist_in1k,224,84.292,15.708,96.936,3.064,84.40,1.000,bicubic vit_base_patch16_224_miil.in21k_ft_in1k,224,84.278,15.722,96.798,3.202,86.54,0.875,bilinear resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,84.276,15.724,97.188,2.812,88.79,0.875,bilinear -mobilenetv4_hybrid_large.e600_r384_in1k,448,84.264,15.736,96.956,3.044,37.76,1.0,bicubic +mobilenetv4_hybrid_large.e600_r384_in1k,448,84.264,15.736,96.956,3.044,37.76,1.000,bicubic tf_efficientnet_b5.ap_in1k,456,84.258,15.742,96.984,3.016,30.39,0.934,bicubic -davit_small.msft_in1k,224,84.252,15.748,96.942,3.058,49.75,0.95,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,84.252,15.748,96.874,3.126,26.21,1.0,bicubic -swinv2_base_window8_256.ms_in1k,256,84.246,15.754,96.902,3.098,87.92,0.9,bicubic -regnetz_040.ra3_in1k,320,84.242,15.758,96.936,3.064,27.12,1.0,bicubic -resnetrs420.tf_in1k,320,84.24,15.76,96.862,3.138,191.89,1.0,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,84.226,15.774,96.782,3.218,29.15,0.95,bicubic -swinv2_small_window16_256.ms_in1k,256,84.216,15.784,96.874,3.126,49.73,0.9,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,84.212,15.788,97.21,2.79,86.86,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,84.202,15.798,96.972,3.028,33.44,1.0,bicubic -crossvit_18_dagger_408.in1k,408,84.198,15.802,96.834,3.166,44.61,1.0,bicubic -mambaout_base.in1k,224,84.194,15.806,96.668,3.332,84.81,1.0,bicubic -seresnext101_32x8d.ah_in1k,288,84.192,15.808,96.86,3.14,93.57,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,84.192,15.808,97.132,2.868,28.59,0.95,bicubic -eca_nfnet_l2.ra3_in1k,320,84.17,15.83,97.016,2.984,56.72,0.9,bicubic +davit_small.msft_in1k,224,84.252,15.748,96.942,3.058,49.75,0.950,bicubic +xcit_small_12_p8_224.fb_dist_in1k,224,84.252,15.748,96.874,3.126,26.21,1.000,bicubic +swinv2_base_window8_256.ms_in1k,256,84.246,15.754,96.902,3.098,87.92,0.900,bicubic +regnetz_040.ra3_in1k,320,84.242,15.758,96.936,3.064,27.12,1.000,bicubic +resnetrs420.tf_in1k,320,84.240,15.760,96.862,3.138,191.89,1.000,bicubic +maxvit_rmlp_tiny_rw_256.sw_in1k,256,84.226,15.774,96.782,3.218,29.15,0.950,bicubic +swinv2_small_window16_256.ms_in1k,256,84.216,15.784,96.874,3.126,49.73,0.900,bicubic +vit_base_patch16_384.orig_in21k_ft_in1k,384,84.212,15.788,97.210,2.790,86.86,1.000,bicubic +efficientnet_x_b5.sw_r448_e450_in1k,448,84.202,15.798,96.972,3.028,33.44,1.000,bicubic +crossvit_18_dagger_408.in1k,408,84.198,15.802,96.834,3.166,44.61,1.000,bicubic +mambaout_base.in1k,224,84.194,15.806,96.668,3.332,84.81,1.000,bicubic +convnext_tiny.in12k_ft_in1k,224,84.192,15.808,97.132,2.868,28.59,0.950,bicubic +seresnext101_32x8d.ah_in1k,288,84.192,15.808,96.860,3.140,93.57,1.000,bicubic +eca_nfnet_l2.ra3_in1k,320,84.170,15.830,97.016,2.984,56.72,0.900,bicubic resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,84.166,15.834,97.192,2.808,194.03,0.875,bilinear -efficientvit_b3.r288_in1k,288,84.162,15.838,96.732,3.268,48.65,1.0,bicubic -volo_d1_224.sail_in1k,224,84.148,15.852,96.772,3.228,26.63,0.96,bicubic -regnetz_d8_evos.ch_in1k,320,84.138,15.862,97.018,2.982,23.46,1.0,bicubic -tf_efficientnet_b6.aa_in1k,528,84.124,15.876,96.89,3.11,43.04,0.942,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,84.114,15.886,97.114,2.886,44.57,1.0,bicubic -dm_nfnet_f2.dm_in1k,256,84.1,15.9,96.91,3.09,193.78,0.92,bicubic -inception_next_base.sail_in1k,224,84.098,15.902,96.782,3.218,86.67,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,84.098,15.902,97.138,2.862,28.59,1.0,bicubic -mambaout_small.in1k,224,84.094,15.906,96.626,3.374,48.49,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k,224,84.092,15.908,97.182,2.818,26.34,1.0,bicubic -edgenext_base.in21k_ft_in1k,320,84.076,15.924,97.208,2.792,18.51,1.0,bicubic -convformer_s36.sail_in1k,224,84.068,15.932,96.744,3.256,40.01,1.0,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,84.066,15.934,97.31,2.69,36.47,1.0,bicubic -cait_xs24_384.fb_dist_in1k,384,84.064,15.936,96.888,3.112,26.67,1.0,bicubic -eca_nfnet_l1.ra2_in1k,320,84.062,15.938,97.026,2.974,41.41,1.0,bicubic +efficientvit_b3.r288_in1k,288,84.162,15.838,96.732,3.268,48.65,1.000,bicubic +volo_d1_224.sail_in1k,224,84.148,15.852,96.772,3.228,26.63,0.960,bicubic +regnetz_d8_evos.ch_in1k,320,84.138,15.862,97.018,2.982,23.46,1.000,bicubic +tf_efficientnet_b6.aa_in1k,528,84.124,15.876,96.890,3.110,43.04,0.942,bicubic +resnetaa101d.sw_in12k_ft_in1k,288,84.114,15.886,97.114,2.886,44.57,1.000,bicubic +dm_nfnet_f2.dm_in1k,256,84.100,15.900,96.910,3.090,193.78,0.920,bicubic +convnext_tiny.fb_in22k_ft_in1k_384,384,84.098,15.902,97.138,2.862,28.59,1.000,bicubic +inception_next_base.sail_in1k,224,84.098,15.902,96.782,3.218,86.67,0.950,bicubic +mambaout_small.in1k,224,84.094,15.906,96.626,3.374,48.49,1.000,bicubic +caformer_s18.sail_in22k_ft_in1k,224,84.092,15.908,97.182,2.818,26.34,1.000,bicubic +edgenext_base.in21k_ft_in1k,320,84.076,15.924,97.208,2.792,18.51,1.000,bicubic +convformer_s36.sail_in1k,224,84.068,15.932,96.744,3.256,40.01,1.000,bicubic +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,84.066,15.934,97.310,2.690,36.47,1.000,bicubic +cait_xs24_384.fb_dist_in1k,384,84.064,15.936,96.888,3.112,26.67,1.000,bicubic +eca_nfnet_l1.ra2_in1k,320,84.062,15.938,97.026,2.974,41.41,1.000,bicubic tf_efficientnet_b3.ns_jft_in1k,300,84.054,15.946,96.926,3.074,12.23,0.904,bicubic -regnetz_d8.ra3_in1k,320,84.044,15.956,97.004,2.996,23.37,1.0,bicubic -mambaout_small_rw.sw_e450_in1k,224,84.04,15.96,96.742,3.258,48.5,1.0,bicubic -nextvit_small.bd_in1k_384,384,84.036,15.964,96.992,3.008,31.76,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,84.036,15.964,96.994,3.006,34.81,0.95,bicubic -fastvit_sa36.apple_dist_in1k,256,84.028,15.972,96.85,3.15,31.53,0.9,bicubic -regnetz_d32.ra3_in1k,320,84.028,15.972,96.872,3.128,27.58,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,83.996,16.004,96.714,3.286,37.76,0.95,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,83.982,16.018,97.13,2.87,217.32,1.0,bilinear -resnet200d.ra2_in1k,320,83.976,16.024,96.82,3.18,64.69,1.0,bicubic -edgenext_base.usi_in1k,320,83.97,16.03,96.77,3.23,18.51,1.0,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,83.952,16.048,97.066,2.934,19.8,1.0,bicubic -regnety_080.ra3_in1k,288,83.94,16.06,96.884,3.116,39.18,1.0,bicubic -regnety_640.seer_ft_in1k,384,83.924,16.076,96.926,3.074,281.38,1.0,bicubic -swin_s3_base_224.ms_in1k,224,83.92,16.08,96.65,3.35,71.13,0.9,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,83.91,16.09,96.492,3.508,46.17,0.875,bilinear -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,83.906,16.094,96.678,3.322,60.23,0.95,bicubic -gcvit_small.in1k,224,83.904,16.096,96.662,3.338,51.09,0.875,bicubic +regnetz_d8.ra3_in1k,320,84.044,15.956,97.004,2.996,23.37,1.000,bicubic +mambaout_small_rw.sw_e450_in1k,224,84.040,15.960,96.742,3.258,48.50,1.000,bicubic +rexnetr_300.sw_in12k_ft_in1k,224,84.036,15.964,96.994,3.006,34.81,0.950,bicubic +nextvit_small.bd_in1k_384,384,84.036,15.964,96.992,3.008,31.76,1.000,bicubic +regnetz_d32.ra3_in1k,320,84.028,15.972,96.872,3.128,27.58,0.950,bicubic +fastvit_sa36.apple_dist_in1k,256,84.028,15.972,96.850,3.150,31.53,0.900,bicubic +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,83.996,16.004,96.714,3.286,37.76,0.950,bicubic +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,83.982,16.018,97.130,2.870,217.32,1.000,bilinear +resnet200d.ra2_in1k,320,83.976,16.024,96.820,3.180,64.69,1.000,bicubic +edgenext_base.usi_in1k,320,83.970,16.030,96.770,3.230,18.51,1.000,bicubic +hgnetv2_b4.ssld_stage2_ft_in1k,288,83.952,16.048,97.066,2.934,19.80,1.000,bicubic +regnety_080.ra3_in1k,288,83.940,16.060,96.884,3.116,39.18,1.000,bicubic +regnety_640.seer_ft_in1k,384,83.924,16.076,96.926,3.074,281.38,1.000,bicubic +swin_s3_base_224.ms_in1k,224,83.920,16.080,96.650,3.350,71.13,0.900,bicubic +tresnet_v2_l.miil_in21k_ft_in1k,224,83.910,16.090,96.492,3.508,46.17,0.875,bilinear +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,83.906,16.094,96.678,3.322,60.23,0.950,bicubic convnextv2_tiny.fcmae_ft_in22k_in1k,224,83.904,16.096,96.964,3.036,28.64,0.875,bicubic -tf_efficientnetv2_s.in1k,384,83.9,16.1,96.702,3.298,21.46,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,224,83.9,16.1,96.648,3.352,93.59,0.95,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,83.898,16.102,96.752,3.248,86.59,0.9,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,83.888,16.112,96.668,3.332,35.01,0.9,bicubic -resnetrs200.tf_in1k,256,83.884,16.116,96.762,3.238,93.21,1.0,bicubic -fastvit_ma36.apple_in1k,256,83.884,16.116,96.756,3.244,44.07,0.95,bicubic -resnest200e.in1k,320,83.88,16.12,96.88,3.12,70.2,0.909,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,83.88,16.12,96.734,3.266,47.67,1.0,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,83.872,16.128,96.676,3.324,86.43,0.95,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,83.858,16.142,97.13,2.87,236.34,1.0,bicubic -xcit_small_24_p8_224.fb_in1k,224,83.854,16.146,96.636,3.364,47.63,1.0,bicubic -swinv2_small_window8_256.ms_in1k,256,83.844,16.156,96.65,3.35,49.73,0.9,bicubic -crossvit_15_dagger_408.in1k,408,83.842,16.158,96.786,3.214,28.5,1.0,bicubic +gcvit_small.in1k,224,83.904,16.096,96.662,3.338,51.09,0.875,bicubic +tf_efficientnetv2_s.in1k,384,83.900,16.100,96.702,3.298,21.46,1.000,bicubic +seresnextaa101d_32x8d.ah_in1k,224,83.900,16.100,96.648,3.352,93.59,0.950,bicubic +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,83.898,16.102,96.752,3.248,86.59,0.900,bicubic +hiera_small_224.mae_in1k_ft_in1k,224,83.888,16.112,96.668,3.332,35.01,0.900,bicubic +resnetrs200.tf_in1k,256,83.884,16.116,96.762,3.238,93.21,1.000,bicubic +fastvit_ma36.apple_in1k,256,83.884,16.116,96.756,3.244,44.07,0.950,bicubic +resnest200e.in1k,320,83.880,16.120,96.880,3.120,70.20,0.909,bicubic +xcit_small_24_p16_224.fb_dist_in1k,224,83.880,16.120,96.734,3.266,47.67,1.000,bicubic +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,83.872,16.128,96.676,3.324,86.43,0.950,bicubic +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,83.858,16.142,97.130,2.870,236.34,1.000,bicubic +xcit_small_24_p8_224.fb_in1k,224,83.854,16.146,96.636,3.364,47.63,1.000,bicubic +swinv2_small_window8_256.ms_in1k,256,83.844,16.156,96.650,3.350,49.73,0.900,bicubic +crossvit_15_dagger_408.in1k,408,83.842,16.158,96.786,3.214,28.50,1.000,bicubic convnext_base.fb_in1k,224,83.838,16.162,96.746,3.254,88.59,0.875,bicubic tf_efficientnet_b5.ra_in1k,456,83.834,16.166,96.764,3.236,30.39,0.934,bicubic -efficientnetv2_rw_s.ra2_in1k,384,83.83,16.17,96.712,3.288,23.94,1.0,bicubic -focalnet_base_lrf.ms_in1k,224,83.828,16.172,96.61,3.39,88.75,0.9,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,83.826,16.174,96.748,3.252,37.76,0.95,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,83.826,16.174,96.72,3.28,32.59,1.0,bicubic +efficientnetv2_rw_s.ra2_in1k,384,83.830,16.170,96.712,3.288,23.94,1.000,bicubic +focalnet_base_lrf.ms_in1k,224,83.828,16.172,96.610,3.390,88.75,0.900,bicubic +mobilenetv4_hybrid_large.e600_r384_in1k,384,83.826,16.174,96.748,3.252,37.76,0.950,bicubic +mobilenetv4_conv_aa_large.e600_r384_in1k,480,83.826,16.174,96.720,3.280,32.59,1.000,bicubic hgnet_small.ssld_in1k,224,83.818,16.182,96.846,3.154,24.36,0.965,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,83.814,16.186,97.106,2.894,22.2,1.0,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,83.81,16.19,96.824,3.176,38.74,0.95,bicubic -focalnet_base_srf.ms_in1k,224,83.808,16.192,96.66,3.34,88.15,0.9,bicubic +vit_small_patch16_384.augreg_in21k_ft_in1k,384,83.814,16.186,97.106,2.894,22.20,1.000,bicubic +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,83.810,16.190,96.824,3.176,38.74,0.950,bicubic +focalnet_base_srf.ms_in1k,224,83.808,16.192,96.660,3.340,88.15,0.900,bicubic regnety_160.swag_lc_in1k,224,83.806,16.194,97.284,2.716,83.59,0.965,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,83.806,16.194,96.722,3.278,86.44,0.9,bicubic -deit3_base_patch16_224.fb_in1k,224,83.8,16.2,96.584,3.416,86.59,0.9,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,83.8,16.2,96.972,3.028,22.52,0.95,bicubic -xcit_tiny_24_p8_384.fb_dist_in1k,384,83.784,16.216,96.716,3.284,12.11,1.0,bicubic -efficientvit_b3.r256_in1k,256,83.782,16.218,96.498,3.502,48.65,1.0,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,83.78,16.22,96.61,3.39,86.59,0.9,bicubic -swin_s3_small_224.ms_in1k,224,83.778,16.222,96.46,3.54,49.74,0.9,bicubic -pit_b_distilled_224.in1k,224,83.774,16.226,96.468,3.532,74.79,0.9,bicubic -mvitv2_small.fb_in1k,224,83.772,16.228,96.558,3.442,34.87,0.9,bicubic -convformer_s18.sail_in22k_ft_in1k,224,83.768,16.232,97.046,2.954,26.77,1.0,bicubic -regnetz_040_h.ra3_in1k,256,83.764,16.236,96.7,3.3,28.94,1.0,bicubic -pvt_v2_b5.in1k,224,83.76,16.24,96.634,3.366,81.96,0.9,bicubic -regnetv_064.ra3_in1k,288,83.746,16.254,96.746,3.254,30.58,1.0,bicubic -repvit_m2_3.dist_450e_in1k,224,83.746,16.254,96.65,3.35,23.69,0.95,bicubic -xcit_medium_24_p8_224.fb_in1k,224,83.744,16.256,96.394,3.606,84.32,1.0,bicubic -twins_svt_large.in1k,224,83.718,16.282,96.6,3.4,99.27,0.9,bicubic -regnety_064.ra3_in1k,288,83.716,16.284,96.724,3.276,30.58,1.0,bicubic -vit_base_patch16_rope_224.naver_in1k,224,83.714,16.286,96.674,3.326,86.43,0.9,bicubic -resnetrs152.tf_in1k,320,83.71,16.29,96.614,3.386,86.62,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,83.71,16.29,96.616,3.384,60.4,0.95,bicubic -pvt_v2_b4.in1k,224,83.71,16.29,96.672,3.328,62.56,0.9,bicubic -regnety_160.deit_in1k,288,83.704,16.296,96.79,3.21,83.59,1.0,bicubic -convnext_small.fb_in1k,288,83.704,16.296,96.816,3.184,50.22,1.0,bicubic -seresnext101d_32x8d.ah_in1k,224,83.702,16.298,96.62,3.38,93.59,0.95,bicubic -seresnet152d.ra2_in1k,256,83.702,16.298,96.794,3.206,66.84,0.95,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,83.7,16.3,96.788,3.212,19.8,0.965,bicubic +vit_base_patch16_rope_mixed_224.naver_in1k,224,83.806,16.194,96.722,3.278,86.44,0.900,bicubic +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,83.800,16.200,96.972,3.028,22.52,0.950,bicubic +deit3_base_patch16_224.fb_in1k,224,83.800,16.200,96.584,3.416,86.59,0.900,bicubic +xcit_tiny_24_p8_384.fb_dist_in1k,384,83.784,16.216,96.716,3.284,12.11,1.000,bicubic +efficientvit_b3.r256_in1k,256,83.782,16.218,96.498,3.502,48.65,1.000,bicubic +vit_base_patch16_rope_ape_224.naver_in1k,224,83.780,16.220,96.610,3.390,86.59,0.900,bicubic +swin_s3_small_224.ms_in1k,224,83.778,16.222,96.460,3.540,49.74,0.900,bicubic +pit_b_distilled_224.in1k,224,83.774,16.226,96.468,3.532,74.79,0.900,bicubic +mvitv2_small.fb_in1k,224,83.772,16.228,96.558,3.442,34.87,0.900,bicubic +convformer_s18.sail_in22k_ft_in1k,224,83.768,16.232,97.046,2.954,26.77,1.000,bicubic +regnetz_040_h.ra3_in1k,256,83.764,16.236,96.700,3.300,28.94,1.000,bicubic +pvt_v2_b5.in1k,224,83.760,16.240,96.634,3.366,81.96,0.900,bicubic +regnetv_064.ra3_in1k,288,83.746,16.254,96.746,3.254,30.58,1.000,bicubic +repvit_m2_3.dist_450e_in1k,224,83.746,16.254,96.650,3.350,23.69,0.950,bicubic +xcit_medium_24_p8_224.fb_in1k,224,83.744,16.256,96.394,3.606,84.32,1.000,bicubic +twins_svt_large.in1k,224,83.718,16.282,96.600,3.400,99.27,0.900,bicubic +regnety_064.ra3_in1k,288,83.716,16.284,96.724,3.276,30.58,1.000,bicubic +vit_base_patch16_rope_224.naver_in1k,224,83.714,16.286,96.674,3.326,86.43,0.900,bicubic +pvt_v2_b4.in1k,224,83.710,16.290,96.672,3.328,62.56,0.900,bicubic +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,83.710,16.290,96.616,3.384,60.40,0.950,bicubic +resnetrs152.tf_in1k,320,83.710,16.290,96.614,3.386,86.62,1.000,bicubic +convnext_small.fb_in1k,288,83.704,16.296,96.816,3.184,50.22,1.000,bicubic +regnety_160.deit_in1k,288,83.704,16.296,96.790,3.210,83.59,1.000,bicubic +seresnet152d.ra2_in1k,256,83.702,16.298,96.794,3.206,66.84,0.950,bicubic +seresnext101d_32x8d.ah_in1k,224,83.702,16.298,96.620,3.380,93.59,0.950,bicubic +hgnetv2_b4.ssld_stage2_ft_in1k,224,83.700,16.300,96.788,3.212,19.80,0.965,bicubic tf_efficientnet_b5.aa_in1k,456,83.696,16.304,96.712,3.288,30.39,0.934,bicubic -edgenext_base.usi_in1k,256,83.684,16.316,96.698,3.302,18.51,0.95,bicubic -resnet152d.ra2_in1k,320,83.684,16.316,96.75,3.25,60.21,1.0,bicubic -caformer_s18.sail_in1k,224,83.664,16.336,96.526,3.474,26.34,1.0,bicubic -rdnet_small.nv_in1k,224,83.658,16.342,96.704,3.296,50.44,0.9,bicubic -hrnet_w48_ssld.paddle_in1k,224,83.656,16.344,96.848,3.152,77.47,0.95,bilinear -nextvit_large.bd_in1k,224,83.654,16.346,96.682,3.318,57.87,0.95,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,83.652,16.348,96.546,3.454,60.4,0.95,bicubic -regnetz_040.ra3_in1k,256,83.644,16.356,96.682,3.318,27.12,1.0,bicubic -efficientformerv2_l.snap_dist_in1k,224,83.642,16.358,96.546,3.454,26.32,0.95,bicubic -coatnet_1_rw_224.sw_in1k,224,83.62,16.38,96.382,3.618,41.72,0.95,bicubic -seresnext101_32x8d.ah_in1k,224,83.618,16.382,96.412,3.588,93.57,0.95,bicubic -swin_base_patch4_window7_224.ms_in1k,224,83.604,16.396,96.45,3.55,87.77,0.9,bicubic -coat_lite_medium.in1k,224,83.602,16.398,96.714,3.286,44.57,0.9,bicubic -resnetrs270.tf_in1k,256,83.596,16.404,96.616,3.384,129.86,1.0,bicubic +resnet152d.ra2_in1k,320,83.684,16.316,96.750,3.250,60.21,1.000,bicubic +edgenext_base.usi_in1k,256,83.684,16.316,96.698,3.302,18.51,0.950,bicubic +caformer_s18.sail_in1k,224,83.664,16.336,96.526,3.474,26.34,1.000,bicubic +rdnet_small.nv_in1k,224,83.658,16.342,96.704,3.296,50.44,0.900,bicubic +hrnet_w48_ssld.paddle_in1k,224,83.656,16.344,96.848,3.152,77.47,0.950,bilinear +nextvit_large.bd_in1k,224,83.654,16.346,96.682,3.318,57.87,0.950,bicubic +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,83.652,16.348,96.546,3.454,60.40,0.950,bicubic +regnetz_040.ra3_in1k,256,83.644,16.356,96.682,3.318,27.12,1.000,bicubic +efficientformerv2_l.snap_dist_in1k,224,83.642,16.358,96.546,3.454,26.32,0.950,bicubic +coatnet_1_rw_224.sw_in1k,224,83.620,16.380,96.382,3.618,41.72,0.950,bicubic +seresnext101_32x8d.ah_in1k,224,83.618,16.382,96.412,3.588,93.57,0.950,bicubic +swin_base_patch4_window7_224.ms_in1k,224,83.604,16.396,96.450,3.550,87.77,0.900,bicubic +coat_lite_medium.in1k,224,83.602,16.398,96.714,3.286,44.57,0.900,bicubic +resnetrs270.tf_in1k,256,83.596,16.404,96.616,3.384,129.86,1.000,bicubic resmlp_big_24_224.fb_distilled_in1k,224,83.594,16.406,96.658,3.342,129.14,0.875,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,83.588,16.412,96.812,3.188,16.29,1.0,bicubic +hgnetv2_b3.ssld_stage2_ft_in1k,288,83.588,16.412,96.812,3.188,16.29,1.000,bicubic inception_next_small.sail_in1k,224,83.584,16.416,96.598,3.402,49.37,0.875,bicubic nest_base_jx.goog_in1k,224,83.552,16.448,96.364,3.636,67.72,0.875,bicubic -cs3se_edgenet_x.c2ns_in1k,320,83.55,16.45,96.662,3.338,50.72,1.0,bicubic -repvgg_d2se.rvgg_in1k,320,83.55,16.45,96.666,3.334,133.33,1.0,bilinear -regnetz_d8.ra3_in1k,256,83.546,16.454,96.746,3.254,23.37,0.94,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,83.544,16.456,96.828,3.172,44.57,0.95,bicubic -repvit_m2_3.dist_300e_in1k,224,83.524,16.476,96.532,3.468,23.69,0.95,bicubic -maxvit_tiny_rw_224.sw_in1k,224,83.522,16.478,96.488,3.512,29.06,0.95,bicubic -fasternet_l.in1k,224,83.516,16.484,96.658,3.342,93.47,1.0,bicubic -focalnet_small_lrf.ms_in1k,224,83.508,16.492,96.586,3.414,50.34,0.9,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,83.508,16.492,96.37,3.63,86.63,1.0,bicubic -fastvit_sa36.apple_in1k,256,83.502,16.498,96.632,3.368,31.53,0.9,bicubic -nextvit_base.bd_in1k,224,83.498,16.502,96.648,3.352,44.82,0.95,bicubic -resnet152.a1h_in1k,288,83.494,16.506,96.522,3.478,60.19,1.0,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,83.49,16.51,96.486,3.514,49.7,0.9,bicubic -cait_s24_224.fb_dist_in1k,224,83.484,16.516,96.586,3.414,46.92,1.0,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,83.478,16.522,96.718,3.282,28.64,1.0,bicubic -efficientnet_b4.ra2_in1k,384,83.468,16.532,96.574,3.426,19.34,1.0,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,83.468,16.532,96.422,3.578,86.46,1.0,bicubic -dm_nfnet_f0.dm_in1k,256,83.468,16.532,96.57,3.43,71.49,0.9,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,83.466,16.534,96.622,3.378,38.88,0.95,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,83.462,16.538,96.548,3.452,38.88,0.95,bicubic -mambaout_tiny.in1k,288,83.452,16.548,96.54,3.46,26.55,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,83.45,16.55,96.92,3.08,19.8,1.0,bicubic -dm_nfnet_f1.dm_in1k,224,83.444,16.556,96.634,3.366,132.63,0.91,bicubic -efficientvit_b3.r224_in1k,224,83.444,16.556,96.338,3.662,48.65,0.95,bicubic -deit3_small_patch16_384.fb_in1k,384,83.432,16.568,96.674,3.326,22.21,1.0,bicubic -regnetz_d32.ra3_in1k,256,83.432,16.568,96.634,3.366,27.58,0.95,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,83.43,16.57,96.576,3.424,18.45,1.0,bicubic -focalnet_small_srf.ms_in1k,224,83.428,16.572,96.432,3.568,49.89,0.9,bicubic -maxvit_tiny_tf_224.in1k,224,83.426,16.574,96.584,3.416,30.92,0.95,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,83.418,16.582,96.612,3.388,32.59,1.0,bicubic -edgenext_base.in21k_ft_in1k,256,83.416,16.584,96.8,3.2,18.51,0.95,bicubic -sequencer2d_l.in1k,224,83.406,16.594,96.504,3.496,54.3,0.875,bicubic -regnetz_d8_evos.ch_in1k,256,83.404,16.596,96.662,3.338,23.46,0.95,bicubic -gcvit_tiny.in1k,224,83.4,16.6,96.394,3.606,28.22,0.875,bicubic -efficientformer_l7.snap_dist_in1k,224,83.396,16.604,96.532,3.468,82.23,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,83.39,16.61,96.766,3.234,11.07,1.0,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,83.384,16.616,96.492,3.508,87.34,0.9,bicubic -fastvit_sa24.apple_dist_in1k,256,83.368,16.632,96.574,3.426,21.55,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,83.366,16.634,96.74,3.26,15.62,1.0,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,83.358,16.642,96.828,3.172,88.3,1.0,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,83.354,16.646,96.42,3.58,26.25,1.0,bicubic -xcit_small_12_p8_224.fb_in1k,224,83.354,16.646,96.472,3.528,26.21,1.0,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,83.35,16.65,96.452,3.548,41.69,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,83.348,16.652,96.71,3.29,21.46,1.0,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,83.34,16.66,96.844,3.156,194.03,0.875,bilinear -naflexvit_base_patch16_gap.e300_s576_in1k,384,83.34,16.66,96.366,3.634,86.63,1.0,bicubic -convnext_nano.r384_in12k_ft_in1k,384,83.334,16.666,96.624,3.376,15.59,1.0,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,83.33,16.67,96.996,3.004,49.61,0.9,bicubic -regnety_320.seer_ft_in1k,384,83.324,16.676,96.712,3.288,145.05,1.0,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,83.304,16.696,96.528,3.472,88.22,0.9,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,320,83.298,16.702,96.522,3.478,38.61,1.0,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,83.268,16.732,96.76,3.24,44.18,0.875,bilinear -tiny_vit_21m_224.in1k,224,83.268,16.732,96.602,3.398,21.2,0.95,bicubic -eca_nfnet_l1.ra2_in1k,256,83.264,16.736,96.684,3.316,41.41,0.9,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,83.264,16.736,96.39,3.61,32.59,0.95,bicubic -resnet200d.ra2_in1k,256,83.25,16.75,96.552,3.448,64.69,0.95,bicubic +repvgg_d2se.rvgg_in1k,320,83.550,16.450,96.666,3.334,133.33,1.000,bilinear +cs3se_edgenet_x.c2ns_in1k,320,83.550,16.450,96.662,3.338,50.72,1.000,bicubic +regnetz_d8.ra3_in1k,256,83.546,16.454,96.746,3.254,23.37,0.940,bicubic +resnetaa101d.sw_in12k_ft_in1k,224,83.544,16.456,96.828,3.172,44.57,0.950,bicubic +repvit_m2_3.dist_300e_in1k,224,83.524,16.476,96.532,3.468,23.69,0.950,bicubic +maxvit_tiny_rw_224.sw_in1k,224,83.522,16.478,96.488,3.512,29.06,0.950,bicubic +fasternet_l.in1k,224,83.516,16.484,96.658,3.342,93.47,1.000,bicubic +focalnet_small_lrf.ms_in1k,224,83.508,16.492,96.586,3.414,50.34,0.900,bicubic +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,83.508,16.492,96.370,3.630,86.63,1.000,bicubic +fastvit_sa36.apple_in1k,256,83.502,16.498,96.632,3.368,31.53,0.900,bicubic +nextvit_base.bd_in1k,224,83.498,16.502,96.648,3.352,44.82,0.950,bicubic +resnet152.a1h_in1k,288,83.494,16.506,96.522,3.478,60.19,1.000,bicubic +swinv2_cr_small_ns_224.sw_in1k,224,83.490,16.510,96.486,3.514,49.70,0.900,bicubic +cait_s24_224.fb_dist_in1k,224,83.484,16.516,96.586,3.414,46.92,1.000,bicubic +convnextv2_tiny.fcmae_ft_in1k,288,83.478,16.522,96.718,3.282,28.64,1.000,bicubic +efficientnet_b4.ra2_in1k,384,83.468,16.532,96.574,3.426,19.34,1.000,bicubic +dm_nfnet_f0.dm_in1k,256,83.468,16.532,96.570,3.430,71.49,0.900,bicubic +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,83.468,16.532,96.422,3.578,86.46,1.000,bicubic +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,83.466,16.534,96.622,3.378,38.88,0.950,bicubic +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,83.462,16.538,96.548,3.452,38.88,0.950,bicubic +mambaout_tiny.in1k,288,83.452,16.548,96.540,3.460,26.55,1.000,bicubic +hgnetv2_b4.ssld_stage1_in22k_in1k,288,83.450,16.550,96.920,3.080,19.80,1.000,bicubic +dm_nfnet_f1.dm_in1k,224,83.444,16.556,96.634,3.366,132.63,0.910,bicubic +efficientvit_b3.r224_in1k,224,83.444,16.556,96.338,3.662,48.65,0.950,bicubic +deit3_small_patch16_384.fb_in1k,384,83.432,16.568,96.674,3.326,22.21,1.000,bicubic +regnetz_d32.ra3_in1k,256,83.432,16.568,96.634,3.366,27.58,0.950,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,83.430,16.570,96.576,3.424,18.45,1.000,bicubic +focalnet_small_srf.ms_in1k,224,83.428,16.572,96.432,3.568,49.89,0.900,bicubic +maxvit_tiny_tf_224.in1k,224,83.426,16.574,96.584,3.416,30.92,0.950,bicubic +mobilenetv4_conv_large.e600_r384_in1k,448,83.418,16.582,96.612,3.388,32.59,1.000,bicubic +edgenext_base.in21k_ft_in1k,256,83.416,16.584,96.800,3.200,18.51,0.950,bicubic +sequencer2d_l.in1k,224,83.406,16.594,96.504,3.496,54.30,0.875,bicubic +regnetz_d8_evos.ch_in1k,256,83.404,16.596,96.662,3.338,23.46,0.950,bicubic +gcvit_tiny.in1k,224,83.400,16.600,96.394,3.606,28.22,0.875,bicubic +efficientformer_l7.snap_dist_in1k,224,83.396,16.604,96.532,3.468,82.23,0.950,bicubic +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,83.390,16.610,96.766,3.234,11.07,1.000,bicubic +deit_base_distilled_patch16_224.fb_in1k,224,83.384,16.616,96.492,3.508,87.34,0.900,bicubic +fastvit_sa24.apple_dist_in1k,256,83.368,16.632,96.574,3.426,21.55,0.900,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,83.366,16.634,96.740,3.260,15.62,1.000,bicubic +vit_base_patch32_384.augreg_in21k_ft_in1k,384,83.358,16.642,96.828,3.172,88.30,1.000,bicubic +xcit_small_12_p8_224.fb_in1k,224,83.354,16.646,96.472,3.528,26.21,1.000,bicubic +xcit_small_12_p16_224.fb_dist_in1k,224,83.354,16.646,96.420,3.580,26.25,1.000,bicubic +coatnet_rmlp_1_rw_224.sw_in1k,224,83.350,16.650,96.452,3.548,41.69,0.950,bicubic +tf_efficientnetv2_s.in21k_ft_in1k,300,83.348,16.652,96.710,3.290,21.46,1.000,bicubic +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,83.340,16.660,96.844,3.156,194.03,0.875,bilinear +naflexvit_base_patch16_gap.e300_s576_in1k,384,83.340,16.660,96.366,3.634,86.63,1.000,bicubic +convnext_nano.r384_in12k_ft_in1k,384,83.334,16.666,96.624,3.376,15.59,1.000,bicubic +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,83.330,16.670,96.996,3.004,49.61,0.900,bicubic +regnety_320.seer_ft_in1k,384,83.324,16.676,96.712,3.288,145.05,1.000,bicubic +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,83.304,16.696,96.528,3.472,88.22,0.900,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,320,83.298,16.702,96.522,3.478,38.61,1.000,bicubic +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,83.268,16.732,96.760,3.240,44.18,0.875,bilinear +tiny_vit_21m_224.in1k,224,83.268,16.732,96.602,3.398,21.20,0.950,bicubic +eca_nfnet_l1.ra2_in1k,256,83.264,16.736,96.684,3.316,41.41,0.900,bicubic +mobilenetv4_conv_aa_large.e600_r384_in1k,384,83.264,16.736,96.390,3.610,32.59,0.950,bicubic +resnet200d.ra2_in1k,256,83.250,16.750,96.552,3.448,64.69,0.950,bicubic tf_efficientnet_b4.ap_in1k,380,83.246,16.754,96.392,3.608,19.34,0.922,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,83.232,16.768,96.628,3.372,11.0,0.95,bicubic -swin_small_patch4_window7_224.ms_in1k,224,83.228,16.772,96.326,3.674,49.61,0.9,bicubic -regnetv_040.ra3_in1k,288,83.204,16.796,96.682,3.318,20.64,1.0,bicubic -xception65.ra3_in1k,299,83.186,16.814,96.596,3.404,39.92,0.94,bicubic -tf_efficientnet_b5.in1k,456,83.17,16.83,96.534,3.466,30.39,0.934,bicubic -regnety_320.tv2_in1k,224,83.17,16.83,96.416,3.584,145.05,0.965,bicubic -regnety_080.ra3_in1k,224,83.166,16.834,96.48,3.52,39.18,0.95,bicubic -tf_efficientnetv2_s.in1k,300,83.162,16.838,96.334,3.666,21.46,1.0,bicubic -xception65p.ra3_in1k,299,83.16,16.84,96.506,3.494,39.82,0.94,bicubic -resnet152d.ra2_in1k,256,83.16,16.84,96.37,3.63,60.21,0.95,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,83.16,16.84,96.646,3.354,16.52,1.0,bicubic -resnext101_64x4d.c1_in1k,288,83.158,16.842,96.37,3.63,83.46,1.0,bicubic -twins_pcpvt_large.in1k,224,83.158,16.842,96.626,3.374,60.99,0.9,bicubic +tiny_vit_11m_224.dist_in22k_ft_in1k,224,83.232,16.768,96.628,3.372,11.00,0.950,bicubic +swin_small_patch4_window7_224.ms_in1k,224,83.228,16.772,96.326,3.674,49.61,0.900,bicubic +regnetv_040.ra3_in1k,288,83.204,16.796,96.682,3.318,20.64,1.000,bicubic +xception65.ra3_in1k,299,83.186,16.814,96.596,3.404,39.92,0.940,bicubic +tf_efficientnet_b5.in1k,456,83.170,16.830,96.534,3.466,30.39,0.934,bicubic +regnety_320.tv2_in1k,224,83.170,16.830,96.416,3.584,145.05,0.965,bicubic +regnety_080.ra3_in1k,224,83.166,16.834,96.480,3.520,39.18,0.950,bicubic +tf_efficientnetv2_s.in1k,300,83.162,16.838,96.334,3.666,21.46,1.000,bicubic +rexnetr_200.sw_in12k_ft_in1k,288,83.160,16.840,96.646,3.354,16.52,1.000,bicubic +xception65p.ra3_in1k,299,83.160,16.840,96.506,3.494,39.82,0.940,bicubic +resnet152d.ra2_in1k,256,83.160,16.840,96.370,3.630,60.21,0.950,bicubic +twins_pcpvt_large.in1k,224,83.158,16.842,96.626,3.374,60.99,0.900,bicubic +resnext101_64x4d.c1_in1k,288,83.158,16.842,96.370,3.630,83.46,1.000,bicubic convnext_small.fb_in1k,224,83.144,16.856,96.432,3.568,50.22,0.875,bicubic -nest_small_jx.goog_in1k,224,83.132,16.868,96.33,3.67,38.35,0.875,bicubic -swinv2_cr_small_224.sw_in1k,224,83.126,16.874,96.11,3.89,49.7,0.9,bicubic -twins_svt_base.in1k,224,83.122,16.878,96.43,3.57,56.07,0.9,bicubic -pvt_v2_b3.in1k,224,83.12,16.88,96.56,3.44,45.24,0.9,bicubic -regnetv_064.ra3_in1k,224,83.118,16.882,96.454,3.546,30.58,0.95,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,83.118,16.882,96.712,3.288,16.29,1.0,bicubic -deit_base_patch16_384.fb_in1k,384,83.108,16.892,96.376,3.624,86.86,1.0,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,83.108,16.892,96.332,3.668,23.7,0.95,bicubic -tresnet_m.miil_in21k_ft_in1k,224,83.09,16.91,96.112,3.888,31.39,0.875,bilinear -deit3_medium_patch16_224.fb_in1k,224,83.09,16.91,96.284,3.716,38.85,0.9,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,83.082,16.918,96.774,3.226,22.06,1.0,bicubic -efficientvit_b2.r288_in1k,288,83.078,16.922,96.286,3.714,24.33,1.0,bicubic -tresnet_xl.miil_in1k_448,448,83.066,16.934,96.18,3.82,78.44,0.875,bilinear -regnety_040.ra3_in1k,288,83.048,16.952,96.502,3.498,20.65,1.0,bicubic -tf_efficientnet_b4.aa_in1k,380,83.04,16.96,96.298,3.702,19.34,0.922,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,83.036,16.964,96.344,3.656,16.78,0.95,bicubic -resnet101d.ra2_in1k,320,83.02,16.98,96.456,3.544,44.57,1.0,bicubic -regnety_064.ra3_in1k,224,83.006,16.994,96.296,3.704,30.58,0.95,bicubic -ecaresnet101d.miil_in1k,288,83.006,16.994,96.524,3.476,44.57,0.95,bicubic -resnetv2_101.a1h_in1k,288,83.002,16.998,96.444,3.556,44.54,1.0,bicubic -regnety_160.deit_in1k,224,83.0,17.0,96.502,3.498,83.59,0.95,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,82.998,17.002,96.676,3.324,11.07,1.0,bicubic -swiftformer_l3.dist_in1k,224,82.994,17.006,96.236,3.764,28.49,0.95,bicubic +nest_small_jx.goog_in1k,224,83.132,16.868,96.330,3.670,38.35,0.875,bicubic +swinv2_cr_small_224.sw_in1k,224,83.126,16.874,96.110,3.890,49.70,0.900,bicubic +twins_svt_base.in1k,224,83.122,16.878,96.430,3.570,56.07,0.900,bicubic +pvt_v2_b3.in1k,224,83.120,16.880,96.560,3.440,45.24,0.900,bicubic +hgnetv2_b3.ssld_stage1_in22k_in1k,288,83.118,16.882,96.712,3.288,16.29,1.000,bicubic +regnetv_064.ra3_in1k,224,83.118,16.882,96.454,3.546,30.58,0.950,bicubic +deit_base_patch16_384.fb_in1k,384,83.108,16.892,96.376,3.624,86.86,1.000,bicubic +maxxvitv2_nano_rw_256.sw_in1k,256,83.108,16.892,96.332,3.668,23.70,0.950,bicubic +deit3_medium_patch16_224.fb_in1k,224,83.090,16.910,96.284,3.716,38.85,0.900,bicubic +tresnet_m.miil_in21k_ft_in1k,224,83.090,16.910,96.112,3.888,31.39,0.875,bilinear +deit3_small_patch16_224.fb_in22k_ft_in1k,224,83.082,16.918,96.774,3.226,22.06,1.000,bicubic +efficientvit_b2.r288_in1k,288,83.078,16.922,96.286,3.714,24.33,1.000,bicubic +tresnet_xl.miil_in1k_448,448,83.066,16.934,96.180,3.820,78.44,0.875,bilinear +regnety_040.ra3_in1k,288,83.048,16.952,96.502,3.498,20.65,1.000,bicubic +tf_efficientnet_b4.aa_in1k,380,83.040,16.960,96.298,3.702,19.34,0.922,bicubic +maxxvit_rmlp_nano_rw_256.sw_in1k,256,83.036,16.964,96.344,3.656,16.78,0.950,bicubic +resnet101d.ra2_in1k,320,83.020,16.980,96.456,3.544,44.57,1.000,bicubic +ecaresnet101d.miil_in1k,288,83.006,16.994,96.524,3.476,44.57,0.950,bicubic +regnety_064.ra3_in1k,224,83.006,16.994,96.296,3.704,30.58,0.950,bicubic +resnetv2_101.a1h_in1k,288,83.002,16.998,96.444,3.556,44.54,1.000,bicubic +regnety_160.deit_in1k,224,83.000,17.000,96.502,3.498,83.59,0.950,bicubic +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,82.998,17.002,96.676,3.324,11.07,1.000,bicubic +swiftformer_l3.dist_in1k,224,82.994,17.006,96.236,3.764,28.49,0.950,bicubic +maxvit_rmlp_nano_rw_256.sw_in1k,256,82.978,17.022,96.274,3.726,15.50,0.950,bicubic resnext101_64x4d.tv_in1k,224,82.978,17.022,96.252,3.748,83.46,0.875,bilinear -maxvit_rmlp_nano_rw_256.sw_in1k,256,82.978,17.022,96.274,3.726,15.5,0.95,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,82.974,17.026,96.244,3.756,32.59,0.95,bicubic -convformer_s18.sail_in1k,224,82.968,17.032,96.246,3.754,26.77,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,82.952,17.048,96.47,3.53,11.07,0.95,bicubic +mobilenetv4_conv_large.e600_r384_in1k,384,82.974,17.026,96.244,3.756,32.59,0.950,bicubic +convformer_s18.sail_in1k,224,82.968,17.032,96.246,3.754,26.77,1.000,bicubic +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,82.952,17.048,96.470,3.530,11.07,0.950,bicubic convnextv2_tiny.fcmae_ft_in1k,224,82.948,17.052,96.286,3.714,28.64,0.875,bicubic -maxvit_nano_rw_256.sw_in1k,256,82.934,17.066,96.224,3.776,15.45,0.95,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,82.92,17.08,96.45,3.55,14.25,1.0,bicubic +maxvit_nano_rw_256.sw_in1k,256,82.934,17.066,96.224,3.776,15.45,0.950,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,82.920,17.080,96.450,3.550,14.25,1.000,bicubic resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,82.918,17.082,96.568,3.432,236.34,0.875,bicubic -resnest101e.in1k,256,82.916,17.084,96.31,3.69,48.28,0.875,bilinear -hgnetv2_b3.ssld_stage2_ft_in1k,224,82.914,17.086,96.36,3.64,16.29,0.965,bicubic -resnetrs152.tf_in1k,256,82.9,17.1,96.29,3.71,86.62,1.0,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,82.9,17.1,96.616,3.384,28.59,0.875,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,82.892,17.108,96.632,3.368,19.8,0.965,bicubic -efficientnetv2_rw_s.ra2_in1k,288,82.888,17.112,96.328,3.672,23.94,1.0,bicubic -xcit_large_24_p16_224.fb_in1k,224,82.886,17.114,95.88,4.12,189.1,1.0,bicubic -convnext_nano.in12k_ft_in1k,288,82.882,17.118,96.562,3.438,15.59,1.0,bicubic -tnt_b_patch16_224.in1k,224,82.864,17.136,96.23,3.77,65.43,0.9,bicubic -fasternet_m.in1k,224,82.848,17.152,96.388,3.612,53.52,1.0,bicubic +resnest101e.in1k,256,82.916,17.084,96.310,3.690,48.28,0.875,bilinear +hgnetv2_b3.ssld_stage2_ft_in1k,224,82.914,17.086,96.360,3.640,16.29,0.965,bicubic +convnext_tiny.fb_in22k_ft_in1k,224,82.900,17.100,96.616,3.384,28.59,0.875,bicubic +resnetrs152.tf_in1k,256,82.900,17.100,96.290,3.710,86.62,1.000,bicubic +hgnetv2_b4.ssld_stage1_in22k_in1k,224,82.892,17.108,96.632,3.368,19.80,0.965,bicubic +efficientnetv2_rw_s.ra2_in1k,288,82.888,17.112,96.328,3.672,23.94,1.000,bicubic +xcit_large_24_p16_224.fb_in1k,224,82.886,17.114,95.880,4.120,189.10,1.000,bicubic +convnext_nano.in12k_ft_in1k,288,82.882,17.118,96.562,3.438,15.59,1.000,bicubic +tnt_b_patch16_224.in1k,224,82.864,17.136,96.230,3.770,65.43,0.900,bicubic +fasternet_m.in1k,224,82.848,17.152,96.388,3.612,53.52,1.000,bicubic sequencer2d_m.in1k,224,82.836,17.164,96.276,3.724,38.31,0.875,bicubic resnext101_32x8d.tv2_in1k,224,82.832,17.168,96.234,3.766,88.79,0.965,bilinear -swinv2_tiny_window16_256.ms_in1k,256,82.828,17.172,96.222,3.778,28.35,0.9,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,82.826,17.174,96.188,3.812,27.91,0.9,bicubic -regnetx_320.tv2_in1k,224,82.824,17.176,96.2,3.8,107.81,0.965,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,82.82,17.18,96.526,3.474,25.55,0.875,bicubic -resnet152.a1h_in1k,224,82.818,17.182,96.124,3.876,60.19,0.95,bicubic +swinv2_tiny_window16_256.ms_in1k,256,82.828,17.172,96.222,3.778,28.35,0.900,bicubic +hiera_tiny_224.mae_in1k_ft_in1k,224,82.826,17.174,96.188,3.812,27.91,0.900,bicubic +regnetx_320.tv2_in1k,224,82.824,17.176,96.200,3.800,107.81,0.965,bicubic +resnetv2_50x1_bit.goog_distilled_in1k,224,82.820,17.180,96.526,3.474,25.55,0.875,bicubic +resnet152.a1h_in1k,224,82.818,17.182,96.124,3.876,60.19,0.950,bicubic +rdnet_tiny.nv_in1k,224,82.814,17.186,96.284,3.716,23.86,0.900,bicubic pnasnet5large.tf_in1k,331,82.814,17.186,96.032,3.968,86.06,0.911,bicubic -rdnet_tiny.nv_in1k,224,82.814,17.186,96.284,3.716,23.86,0.9,bicubic -resnet101.a1h_in1k,288,82.796,17.204,96.324,3.676,44.55,1.0,bicubic -rexnet_300.nav_in1k,224,82.78,17.22,96.23,3.77,34.71,0.875,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,82.776,17.224,96.448,3.552,9.72,0.95,bicubic -cs3se_edgenet_x.c2ns_in1k,256,82.768,17.232,96.306,3.694,50.72,0.95,bicubic -nfnet_l0.ra2_in1k,288,82.766,17.234,96.494,3.506,35.07,1.0,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,82.758,17.242,96.178,3.822,86.43,0.9,bicubic -resnet152.a1_in1k,288,82.742,17.258,95.734,4.266,60.19,1.0,bicubic -mambaout_tiny.in1k,224,82.742,17.258,96.098,3.902,26.55,1.0,bicubic -cs3edgenet_x.c2_in1k,288,82.734,17.266,96.374,3.626,47.82,1.0,bicubic -regnety_032.ra_in1k,288,82.724,17.276,96.426,3.574,19.44,1.0,bicubic -twins_pcpvt_base.in1k,224,82.724,17.276,96.35,3.65,43.83,0.9,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,82.72,17.28,96.624,3.376,88.79,0.875,bilinear -efficientvit_b2.r256_in1k,256,82.712,17.288,96.092,3.908,24.33,1.0,bicubic -fastvit_sa24.apple_in1k,256,82.706,17.294,96.278,3.722,21.55,0.9,bicubic -davit_tiny.msft_in1k,224,82.694,17.306,96.264,3.736,28.36,0.95,bicubic -convnext_tiny.fb_in1k,288,82.694,17.306,96.144,3.856,28.59,1.0,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,82.672,17.328,96.31,3.69,32.59,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,82.666,17.334,96.546,3.454,15.62,1.0,bicubic -regnetz_c16.ra3_in1k,320,82.662,17.338,96.332,3.668,13.46,1.0,bicubic -regnetz_c16_evos.ch_in1k,320,82.66,17.34,96.48,3.52,13.49,0.95,bicubic +resnet101.a1h_in1k,288,82.796,17.204,96.324,3.676,44.55,1.000,bicubic +rexnet_300.nav_in1k,224,82.780,17.220,96.230,3.770,34.71,0.875,bicubic +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,82.776,17.224,96.448,3.552,9.72,0.950,bicubic +cs3se_edgenet_x.c2ns_in1k,256,82.768,17.232,96.306,3.694,50.72,0.950,bicubic +nfnet_l0.ra2_in1k,288,82.766,17.234,96.494,3.506,35.07,1.000,bicubic +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,82.758,17.242,96.178,3.822,86.43,0.900,bicubic +mambaout_tiny.in1k,224,82.742,17.258,96.098,3.902,26.55,1.000,bicubic +resnet152.a1_in1k,288,82.742,17.258,95.734,4.266,60.19,1.000,bicubic +cs3edgenet_x.c2_in1k,288,82.734,17.266,96.374,3.626,47.82,1.000,bicubic +regnety_032.ra_in1k,288,82.724,17.276,96.426,3.574,19.44,1.000,bicubic +twins_pcpvt_base.in1k,224,82.724,17.276,96.350,3.650,43.83,0.900,bicubic +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,82.720,17.280,96.624,3.376,88.79,0.875,bilinear +efficientvit_b2.r256_in1k,256,82.712,17.288,96.092,3.908,24.33,1.000,bicubic +fastvit_sa24.apple_in1k,256,82.706,17.294,96.278,3.722,21.55,0.900,bicubic +davit_tiny.msft_in1k,224,82.694,17.306,96.264,3.736,28.36,0.950,bicubic +convnext_tiny.fb_in1k,288,82.694,17.306,96.144,3.856,28.59,1.000,bicubic +mobilenetv4_conv_large.e500_r256_in1k,320,82.672,17.328,96.310,3.690,32.59,1.000,bicubic +convnextv2_nano.fcmae_ft_in22k_in1k,288,82.666,17.334,96.546,3.454,15.62,1.000,bicubic +regnetz_c16.ra3_in1k,320,82.662,17.338,96.332,3.668,13.46,1.000,bicubic +regnetz_c16_evos.ch_in1k,320,82.660,17.340,96.480,3.520,13.49,0.950,bicubic efficientnet_b4.ra2_in1k,320,82.658,17.342,96.134,3.866,19.34,0.875,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,82.656,17.344,96.492,3.508,25.58,1.0,bicubic -cs3sedarknet_x.c2ns_in1k,288,82.654,17.346,96.348,3.652,35.4,1.0,bicubic -regnety_160.tv2_in1k,224,82.646,17.354,96.23,3.77,83.59,0.965,bicubic +resnetaa50d.sw_in12k_ft_in1k,288,82.656,17.344,96.492,3.508,25.58,1.000,bicubic +cs3sedarknet_x.c2ns_in1k,288,82.654,17.346,96.348,3.652,35.40,1.000,bicubic +regnety_160.tv2_in1k,224,82.646,17.354,96.230,3.770,83.59,0.965,bicubic nasnetalarge.tf_in1k,331,82.638,17.362,96.066,3.934,88.75,0.911,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,82.634,17.366,96.628,3.372,14.36,0.9,bicubic -xcit_medium_24_p16_224.fb_in1k,224,82.63,17.37,95.978,4.022,84.4,1.0,bicubic -nextvit_small.bd_in1k,224,82.626,17.374,96.224,3.776,31.76,0.95,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,82.614,17.386,96.206,3.794,88.22,0.9,bicubic -resnet152.a2_in1k,288,82.614,17.386,95.748,4.252,60.19,1.0,bicubic -poolformerv2_m48.sail_in1k,224,82.612,17.388,96.068,3.932,73.35,1.0,bicubic -convnext_tiny_hnf.a2h_in1k,288,82.608,17.392,96.024,3.976,28.59,1.0,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,82.606,17.394,96.314,3.686,10.59,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,82.602,17.398,96.396,3.604,16.52,0.95,bicubic -levit_conv_384.fb_dist_in1k,224,82.6,17.4,96.02,3.98,39.13,0.9,bicubic -levit_384.fb_dist_in1k,224,82.6,17.4,96.02,3.98,39.13,0.9,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,300,82.634,17.366,96.628,3.372,14.36,0.900,bicubic +xcit_medium_24_p16_224.fb_in1k,224,82.630,17.370,95.978,4.022,84.40,1.000,bicubic +nextvit_small.bd_in1k,224,82.626,17.374,96.224,3.776,31.76,0.950,bicubic +vit_base_patch32_clip_224.laion2b_ft_in1k,224,82.614,17.386,96.206,3.794,88.22,0.900,bicubic +resnet152.a2_in1k,288,82.614,17.386,95.748,4.252,60.19,1.000,bicubic +poolformerv2_m48.sail_in1k,224,82.612,17.388,96.068,3.932,73.35,1.000,bicubic +convnext_tiny_hnf.a2h_in1k,288,82.608,17.392,96.024,3.976,28.59,1.000,bicubic +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,82.606,17.394,96.314,3.686,10.59,1.000,bicubic +rexnetr_200.sw_in12k_ft_in1k,224,82.602,17.398,96.396,3.604,16.52,0.950,bicubic +levit_384.fb_dist_in1k,224,82.600,17.400,96.020,3.980,39.13,0.900,bicubic +levit_conv_384.fb_dist_in1k,224,82.600,17.400,96.020,3.980,39.13,0.900,bicubic tf_efficientnet_b4.in1k,380,82.598,17.402,96.132,3.868,19.34,0.922,bicubic hgnetv2_b3.ssld_stage1_in22k_in1k,224,82.594,17.406,96.364,3.636,16.29,0.965,bicubic -eca_nfnet_l0.ra2_in1k,288,82.59,17.41,96.486,3.514,24.14,1.0,bicubic -xcit_small_24_p16_224.fb_in1k,224,82.588,17.412,95.996,4.004,47.67,1.0,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,82.58,17.42,96.254,3.746,12.12,1.0,bicubic -regnety_080_tv.tv2_in1k,224,82.58,17.42,96.26,3.74,39.38,0.965,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,82.578,17.422,96.186,3.814,12.11,1.0,bicubic -flexivit_small.1200ep_in1k,240,82.576,17.424,96.152,3.848,22.06,0.95,bicubic +eca_nfnet_l0.ra2_in1k,288,82.590,17.410,96.486,3.514,24.14,1.000,bicubic +xcit_small_24_p16_224.fb_in1k,224,82.588,17.412,95.996,4.004,47.67,1.000,bicubic +regnety_080_tv.tv2_in1k,224,82.580,17.420,96.260,3.740,39.38,0.965,bicubic +xcit_tiny_24_p16_384.fb_dist_in1k,384,82.580,17.420,96.254,3.746,12.12,1.000,bicubic +xcit_tiny_24_p8_224.fb_dist_in1k,224,82.578,17.422,96.186,3.814,12.11,1.000,bicubic +flexivit_small.1200ep_in1k,240,82.576,17.424,96.152,3.848,22.06,0.950,bicubic regnetx_160.tv2_in1k,224,82.574,17.426,96.058,3.942,54.28,0.965,bicubic -efficientformer_l3.snap_dist_in1k,224,82.562,17.438,96.25,3.75,31.41,0.95,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,82.558,17.442,96.076,3.924,38.76,0.9,bicubic -resnet61q.ra2_in1k,288,82.532,17.468,96.132,3.868,36.85,1.0,bicubic -hgnet_tiny.ssld_in1k,288,82.528,17.472,96.52,3.48,14.74,1.0,bicubic -repvit_m1_5.dist_450e_in1k,224,82.52,17.48,96.112,3.888,14.64,0.95,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,82.52,17.48,96.258,3.742,22.52,0.95,bicubic +efficientformer_l3.snap_dist_in1k,224,82.562,17.438,96.250,3.750,31.41,0.950,bicubic +vit_relpos_medium_patch16_cls_224.sw_in1k,224,82.558,17.442,96.076,3.924,38.76,0.900,bicubic +resnet61q.ra2_in1k,288,82.532,17.468,96.132,3.868,36.85,1.000,bicubic +hgnet_tiny.ssld_in1k,288,82.528,17.472,96.520,3.480,14.74,1.000,bicubic +vit_little_patch16_reg4_gap_256.sbb_in1k,256,82.520,17.480,96.258,3.742,22.52,0.950,bicubic +repvit_m1_5.dist_450e_in1k,224,82.520,17.480,96.112,3.888,14.64,0.950,bicubic wide_resnet101_2.tv2_in1k,224,82.514,17.486,96.012,3.988,126.89,0.965,bilinear -inception_next_tiny.sail_in1k,224,82.508,17.492,96.0,4.0,28.06,0.875,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,82.5,17.5,96.286,3.714,11.07,1.0,bicubic -crossvit_18_dagger_240.in1k,240,82.494,17.506,96.07,3.93,44.27,0.875,bicubic -convnextv2_nano.fcmae_ft_in1k,288,82.49,17.51,96.226,3.774,15.62,1.0,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,82.486,17.514,96.302,3.698,13.68,1.0,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,82.482,17.518,96.144,3.856,86.43,0.9,bicubic -poolformer_m48.sail_in1k,224,82.462,17.538,95.968,4.032,73.47,0.95,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,82.462,17.538,96.086,3.914,38.75,0.9,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,82.46,17.54,96.006,3.994,38.61,0.95,bicubic -pit_b_224.in1k,224,82.458,17.542,95.704,4.296,73.76,0.9,bicubic -resnext101_64x4d.c1_in1k,224,82.446,17.554,95.92,4.08,83.46,0.95,bicubic -regnetv_040.ra3_in1k,224,82.44,17.56,96.202,3.798,20.64,0.95,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,82.412,17.588,96.238,3.762,9.11,0.89,bicubic -mvitv2_tiny.fb_in1k,224,82.408,17.592,96.15,3.85,24.17,0.9,bicubic -coatnet_0_rw_224.sw_in1k,224,82.396,17.604,95.844,4.156,27.44,0.95,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,82.394,17.606,96.194,3.806,27.44,0.95,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,82.394,17.606,96.222,3.778,6.71,1.0,bicubic -crossvit_18_240.in1k,240,82.39,17.61,96.064,3.936,43.27,0.875,bicubic -flexivit_small.600ep_in1k,240,82.388,17.612,96.042,3.958,22.06,0.95,bicubic -repvit_m1_5.dist_300e_in1k,224,82.382,17.618,96.026,3.974,14.64,0.95,bicubic -coat_small.in1k,224,82.378,17.622,96.214,3.786,21.69,0.9,bicubic -ecaresnet50t.ra2_in1k,320,82.37,17.63,96.12,3.88,25.57,0.95,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,82.362,17.638,96.412,3.588,11.22,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,82.36,17.64,96.256,3.744,11.07,0.95,bicubic -resnet51q.ra2_in1k,288,82.356,17.644,96.182,3.818,35.7,1.0,bilinear -efficientnetv2_rw_t.ra2_in1k,288,82.354,17.646,96.178,3.822,13.65,1.0,bicubic +inception_next_tiny.sail_in1k,224,82.508,17.492,96.000,4.000,28.06,0.875,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,82.500,17.500,96.286,3.714,11.07,1.000,bicubic +crossvit_18_dagger_240.in1k,240,82.494,17.506,96.070,3.930,44.27,0.875,bicubic +convnextv2_nano.fcmae_ft_in1k,288,82.490,17.510,96.226,3.774,15.62,1.000,bicubic +gc_efficientnetv2_rw_t.agc_in1k,288,82.486,17.514,96.302,3.698,13.68,1.000,bicubic +vit_relpos_base_patch16_224.sw_in1k,224,82.482,17.518,96.144,3.856,86.43,0.900,bicubic +vit_relpos_medium_patch16_224.sw_in1k,224,82.462,17.538,96.086,3.914,38.75,0.900,bicubic +poolformer_m48.sail_in1k,224,82.462,17.538,95.968,4.032,73.47,0.950,bicubic +ese_vovnet57b.ra4_e3600_r256_in1k,256,82.460,17.540,96.006,3.994,38.61,0.950,bicubic +pit_b_224.in1k,224,82.458,17.542,95.704,4.296,73.76,0.900,bicubic +resnext101_64x4d.c1_in1k,224,82.446,17.554,95.920,4.080,83.46,0.950,bicubic +regnetv_040.ra3_in1k,224,82.440,17.560,96.202,3.798,20.64,0.950,bicubic +tf_efficientnet_b2.ns_jft_in1k,260,82.412,17.588,96.238,3.762,9.11,0.890,bicubic +mvitv2_tiny.fb_in1k,224,82.408,17.592,96.150,3.850,24.17,0.900,bicubic +coatnet_0_rw_224.sw_in1k,224,82.396,17.604,95.844,4.156,27.44,0.950,bicubic +xcit_tiny_12_p8_384.fb_dist_in1k,384,82.394,17.606,96.222,3.778,6.71,1.000,bicubic +coatnet_bn_0_rw_224.sw_in1k,224,82.394,17.606,96.194,3.806,27.44,0.950,bicubic +crossvit_18_240.in1k,240,82.390,17.610,96.064,3.936,43.27,0.875,bicubic +flexivit_small.600ep_in1k,240,82.388,17.612,96.042,3.958,22.06,0.950,bicubic +repvit_m1_5.dist_300e_in1k,224,82.382,17.618,96.026,3.974,14.64,0.950,bicubic +coat_small.in1k,224,82.378,17.622,96.214,3.786,21.69,0.900,bicubic +ecaresnet50t.ra2_in1k,320,82.370,17.630,96.120,3.880,25.57,0.950,bicubic +hgnetv2_b2.ssld_stage2_ft_in1k,288,82.362,17.638,96.412,3.588,11.22,1.000,bicubic +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,82.360,17.640,96.256,3.744,11.07,0.950,bicubic +resnet51q.ra2_in1k,288,82.356,17.644,96.182,3.818,35.70,1.000,bilinear +efficientnetv2_rw_t.ra2_in1k,288,82.354,17.646,96.178,3.822,13.65,1.000,bicubic sequencer2d_s.in1k,224,82.336,17.664,96.032,3.968,27.65,0.875,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,82.332,17.668,96.524,3.476,44.54,1.0,bilinear -resnet101.a1_in1k,288,82.326,17.674,95.63,4.37,44.55,1.0,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,82.32,17.68,95.942,4.058,18.45,0.888,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,82.314,17.686,95.71,4.29,59.88,0.875,bilinear -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,82.314,17.686,95.986,4.014,38.73,0.9,bicubic -regnety_040.ra3_in1k,224,82.308,17.692,96.078,3.922,20.65,0.95,bicubic -convnext_nano.in12k_ft_in1k,224,82.306,17.694,96.338,3.662,15.59,0.95,bicubic -coat_lite_small.in1k,224,82.304,17.696,95.854,4.146,19.84,0.9,bicubic -crossvit_15_dagger_240.in1k,240,82.302,17.698,95.96,4.04,28.21,0.875,bicubic +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,82.332,17.668,96.524,3.476,44.54,1.000,bilinear +resnet101.a1_in1k,288,82.326,17.674,95.630,4.370,44.55,1.000,bicubic +mobilevitv2_200.cvnets_in22k_ft_in1k,256,82.320,17.680,95.942,4.058,18.45,0.888,bicubic +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,82.314,17.686,95.986,4.014,38.73,0.900,bicubic +mixer_b16_224.miil_in21k_ft_in1k,224,82.314,17.686,95.710,4.290,59.88,0.875,bilinear +regnety_040.ra3_in1k,224,82.308,17.692,96.078,3.922,20.65,0.950,bicubic +convnext_nano.in12k_ft_in1k,224,82.306,17.694,96.338,3.662,15.59,0.950,bicubic +coat_lite_small.in1k,224,82.304,17.696,95.854,4.146,19.84,0.900,bicubic +crossvit_15_dagger_240.in1k,240,82.302,17.698,95.960,4.040,28.21,0.875,bicubic +efficientnet_b3.ra2_in1k,320,82.296,17.704,96.124,3.876,12.23,1.000,bicubic convit_base.fb_in1k,224,82.296,17.704,95.936,4.064,86.54,0.875,bicubic -efficientnet_b3.ra2_in1k,320,82.296,17.704,96.124,3.876,12.23,1.0,bicubic -resnet152.tv2_in1k,224,82.294,17.706,96.0,4.0,60.19,0.965,bilinear -resnetrs101.tf_in1k,288,82.288,17.712,96.0,4.0,63.62,0.94,bicubic +resnet152.tv2_in1k,224,82.294,17.706,96.000,4.000,60.19,0.965,bilinear +resnetrs101.tf_in1k,288,82.288,17.712,96.000,4.000,63.62,0.940,bicubic tresnet_l.miil_in1k_448,448,82.278,17.722,95.988,4.012,55.99,0.875,bilinear -wide_resnet50_2.racm_in1k,288,82.26,17.74,96.062,3.938,68.88,0.95,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,82.256,17.744,95.932,4.068,38.74,0.9,bicubic -resnet101d.ra2_in1k,256,82.254,17.746,96.07,3.93,44.57,0.95,bicubic -cs3darknet_x.c2ns_in1k,288,82.234,17.766,96.234,3.766,35.05,1.0,bicubic -convnext_tiny_hnf.a2h_in1k,224,82.23,17.77,95.86,4.14,28.59,0.95,bicubic -hgnet_small.paddle_in1k,288,82.222,17.778,96.224,3.776,24.36,1.0,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,82.218,17.782,95.996,4.004,86.54,0.9,bicubic -resnet101.a2_in1k,288,82.218,17.782,95.74,4.26,44.55,1.0,bicubic -poolformerv2_m36.sail_in1k,224,82.214,17.786,95.896,4.104,56.08,1.0,bicubic +wide_resnet50_2.racm_in1k,288,82.260,17.740,96.062,3.938,68.88,0.950,bicubic +vit_srelpos_medium_patch16_224.sw_in1k,224,82.256,17.744,95.932,4.068,38.74,0.900,bicubic +resnet101d.ra2_in1k,256,82.254,17.746,96.070,3.930,44.57,0.950,bicubic +cs3darknet_x.c2ns_in1k,288,82.234,17.766,96.234,3.766,35.05,1.000,bicubic +convnext_tiny_hnf.a2h_in1k,224,82.230,17.770,95.860,4.140,28.59,0.950,bicubic +hgnet_small.paddle_in1k,288,82.222,17.778,96.224,3.776,24.36,1.000,bicubic +vit_base_patch16_rpn_224.sw_in1k,224,82.218,17.782,95.996,4.004,86.54,0.900,bicubic +resnet101.a2_in1k,288,82.218,17.782,95.740,4.260,44.55,1.000,bicubic +poolformerv2_m36.sail_in1k,224,82.214,17.786,95.896,4.104,56.08,1.000,bicubic crossvit_base_240.in1k,240,82.212,17.788,95.826,4.174,105.03,0.875,bicubic -cait_xxs36_384.fb_dist_in1k,384,82.204,17.796,96.148,3.852,17.37,1.0,bicubic -pvt_v2_b2_li.in1k,224,82.2,17.8,96.108,3.892,22.55,0.9,bicubic +cait_xxs36_384.fb_dist_in1k,384,82.204,17.796,96.148,3.852,17.37,1.000,bicubic +pvt_v2_b2_li.in1k,224,82.200,17.800,96.108,3.892,22.55,0.900,bicubic cs3edgenet_x.c2_in1k,256,82.198,17.802,95.956,4.044,47.82,0.887,bicubic -seresnext50_32x4d.racm_in1k,288,82.186,17.814,96.146,3.854,27.56,0.95,bicubic -ecaresnet101d.miil_in1k,224,82.18,17.82,96.062,3.938,44.57,0.875,bicubic -focalnet_tiny_lrf.ms_in1k,224,82.174,17.826,95.948,4.052,28.65,0.9,bicubic -flexivit_small.300ep_in1k,240,82.17,17.83,96.032,3.968,22.06,0.95,bicubic -regnetz_c16.ra3_in1k,256,82.162,17.838,96.056,3.944,13.46,0.94,bicubic +seresnext50_32x4d.racm_in1k,288,82.186,17.814,96.146,3.854,27.56,0.950,bicubic +ecaresnet101d.miil_in1k,224,82.180,17.820,96.062,3.938,44.57,0.875,bicubic +focalnet_tiny_lrf.ms_in1k,224,82.174,17.826,95.948,4.052,28.65,0.900,bicubic +flexivit_small.300ep_in1k,240,82.170,17.830,96.032,3.968,22.06,0.950,bicubic resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,82.162,17.838,96.224,3.776,25.03,0.875,bilinear -efficientvit_b2.r224_in1k,224,82.162,17.838,95.71,4.29,24.33,0.95,bicubic -efficientformerv2_s2.snap_dist_in1k,224,82.156,17.844,95.912,4.088,12.71,0.95,bicubic -focalnet_tiny_srf.ms_in1k,224,82.146,17.854,95.972,4.028,28.43,0.9,bicubic -swin_s3_tiny_224.ms_in1k,224,82.128,17.872,95.958,4.042,28.33,0.9,bicubic -ecaresnet50t.a1_in1k,288,82.11,17.89,95.654,4.346,25.57,1.0,bicubic -poolformer_m36.sail_in1k,224,82.104,17.896,95.698,4.302,56.17,0.95,bicubic -visformer_small.in1k,224,82.092,17.908,95.876,4.124,40.22,0.9,bicubic -halo2botnet50ts_256.a1h_in1k,256,82.084,17.916,95.658,4.342,22.64,0.95,bicubic +regnetz_c16.ra3_in1k,256,82.162,17.838,96.056,3.944,13.46,0.940,bicubic +efficientvit_b2.r224_in1k,224,82.162,17.838,95.710,4.290,24.33,0.950,bicubic +efficientformerv2_s2.snap_dist_in1k,224,82.156,17.844,95.912,4.088,12.71,0.950,bicubic +focalnet_tiny_srf.ms_in1k,224,82.146,17.854,95.972,4.028,28.43,0.900,bicubic +swin_s3_tiny_224.ms_in1k,224,82.128,17.872,95.958,4.042,28.33,0.900,bicubic +ecaresnet50t.a1_in1k,288,82.110,17.890,95.654,4.346,25.57,1.000,bicubic +poolformer_m36.sail_in1k,224,82.104,17.896,95.698,4.302,56.17,0.950,bicubic +visformer_small.in1k,224,82.092,17.908,95.876,4.124,40.22,0.900,bicubic +halo2botnet50ts_256.a1h_in1k,256,82.084,17.916,95.658,4.342,22.64,0.950,bicubic convnext_tiny.fb_in1k,224,82.066,17.934,95.854,4.146,28.59,0.875,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,82.064,17.936,95.874,4.126,15.15,0.9,bicubic -pvt_v2_b2.in1k,224,82.062,17.938,95.966,4.034,25.36,0.9,bicubic -tresnet_xl.miil_in1k,224,82.06,17.94,95.932,4.068,78.44,0.875,bilinear -hrnet_w18_ssld.paddle_in1k,288,82.052,17.948,96.25,3.75,21.3,1.0,bilinear -resnetv2_101.a1h_in1k,224,82.042,17.958,95.866,4.134,44.54,0.95,bicubic +coatnet_rmlp_nano_rw_224.sw_in1k,224,82.064,17.936,95.874,4.126,15.15,0.900,bicubic +pvt_v2_b2.in1k,224,82.062,17.938,95.966,4.034,25.36,0.900,bicubic +tresnet_xl.miil_in1k,224,82.060,17.940,95.932,4.068,78.44,0.875,bilinear +hrnet_w18_ssld.paddle_in1k,288,82.052,17.948,96.250,3.750,21.30,1.000,bilinear +resnetv2_101.a1h_in1k,224,82.042,17.958,95.866,4.134,44.54,0.950,bicubic convnextv2_nano.fcmae_ft_in22k_in1k,224,82.038,17.962,96.174,3.826,15.62,0.875,bicubic -fbnetv3_g.ra2_in1k,288,82.034,17.966,96.064,3.936,16.62,0.95,bilinear -resnetv2_50d_evos.ah_in1k,288,82.024,17.976,95.916,4.084,25.59,1.0,bicubic -ecaresnet101d_pruned.miil_in1k,288,82.016,17.984,96.18,3.82,24.88,0.95,bicubic -resnext50_32x4d.a1h_in1k,288,82.016,17.984,95.934,4.066,25.03,1.0,bicubic -resnet152.a1_in1k,224,81.998,18.002,95.294,4.706,60.19,0.95,bicubic -coatnext_nano_rw_224.sw_in1k,224,81.998,18.002,95.888,4.112,14.7,0.9,bicubic -resnext101_32x8d.tv2_in1k,176,81.99,18.01,95.716,4.284,88.79,0.875,bilinear -xcit_small_12_p16_224.fb_in1k,224,81.982,18.018,95.814,4.186,26.25,1.0,bicubic -deit_base_patch16_224.fb_in1k,224,81.98,18.02,95.74,4.26,86.57,0.9,bicubic -xception41p.ra3_in1k,299,81.978,18.022,95.784,4.216,26.91,0.94,bicubic -resnet61q.ra2_in1k,256,81.97,18.03,95.848,4.152,36.85,0.9,bicubic +fbnetv3_g.ra2_in1k,288,82.034,17.966,96.064,3.936,16.62,0.950,bilinear +resnetv2_50d_evos.ah_in1k,288,82.024,17.976,95.916,4.084,25.59,1.000,bicubic +ecaresnet101d_pruned.miil_in1k,288,82.016,17.984,96.180,3.820,24.88,0.950,bicubic +resnext50_32x4d.a1h_in1k,288,82.016,17.984,95.934,4.066,25.03,1.000,bicubic +coatnext_nano_rw_224.sw_in1k,224,81.998,18.002,95.888,4.112,14.70,0.900,bicubic +resnet152.a1_in1k,224,81.998,18.002,95.294,4.706,60.19,0.950,bicubic +resnext101_32x8d.tv2_in1k,176,81.990,18.010,95.716,4.284,88.79,0.875,bilinear +xcit_small_12_p16_224.fb_in1k,224,81.982,18.018,95.814,4.186,26.25,1.000,bicubic +deit_base_patch16_224.fb_in1k,224,81.980,18.020,95.740,4.260,86.57,0.900,bicubic +xception41p.ra3_in1k,299,81.978,18.022,95.784,4.216,26.91,0.940,bicubic +resnet61q.ra2_in1k,256,81.970,18.030,95.848,4.152,36.85,0.900,bicubic gcvit_xtiny.in1k,224,81.964,18.036,95.966,4.034,19.98,0.875,bicubic -tf_efficientnetv2_b3.in1k,300,81.96,18.04,95.78,4.22,14.36,0.904,bicubic -resnetv2_50d_gn.ah_in1k,288,81.96,18.04,95.932,4.068,25.57,1.0,bicubic -resnet101.a1h_in1k,224,81.95,18.05,95.76,4.24,44.55,0.95,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,81.95,18.05,95.796,4.204,14.25,0.888,bicubic -regnety_032.ra_in1k,224,81.948,18.052,95.972,4.028,19.44,0.95,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,81.944,18.056,95.972,4.028,88.22,0.9,bicubic +resnetv2_50d_gn.ah_in1k,288,81.960,18.040,95.932,4.068,25.57,1.000,bicubic +tf_efficientnetv2_b3.in1k,300,81.960,18.040,95.780,4.220,14.36,0.904,bicubic +mobilevitv2_175.cvnets_in22k_ft_in1k,256,81.950,18.050,95.796,4.204,14.25,0.888,bicubic +resnet101.a1h_in1k,224,81.950,18.050,95.760,4.240,44.55,0.950,bicubic +regnety_032.ra_in1k,224,81.948,18.052,95.972,4.028,19.44,0.950,bicubic +vit_base_patch32_clip_224.openai_ft_in1k,224,81.944,18.056,95.972,4.028,88.22,0.900,bicubic hgnet_tiny.ssld_in1k,224,81.942,18.058,96.118,3.882,14.74,0.965,bicubic -regnetz_c16_evos.ch_in1k,256,81.94,18.06,96.15,3.85,13.49,0.95,bicubic -cs3sedarknet_x.c2ns_in1k,256,81.926,18.074,96.022,3.978,35.4,0.887,bicubic +regnetz_c16_evos.ch_in1k,256,81.940,18.060,96.150,3.850,13.49,0.950,bicubic +cs3sedarknet_x.c2ns_in1k,256,81.926,18.074,96.022,3.978,35.40,0.887,bicubic resnet101.tv2_in1k,224,81.906,18.094,95.768,4.232,44.55,0.965,bilinear -xcit_tiny_24_p8_224.fb_in1k,224,81.888,18.112,95.978,4.022,12.11,1.0,bicubic -nfnet_l0.ra2_in1k,224,81.87,18.13,96.034,3.966,35.07,0.9,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,81.864,18.136,95.696,4.304,32.59,0.95,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,81.856,18.144,96.038,3.962,36.43,0.9,bicubic +xcit_tiny_24_p8_224.fb_in1k,224,81.888,18.112,95.978,4.022,12.11,1.000,bicubic +nfnet_l0.ra2_in1k,224,81.870,18.130,96.034,3.966,35.07,0.900,bicubic +mobilenetv4_conv_large.e500_r256_in1k,256,81.864,18.136,95.696,4.304,32.59,0.950,bicubic resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,81.856,18.144,96.084,3.916,194.03,0.875,bilinear -convnextv2_nano.fcmae_ft_in1k,224,81.856,18.144,95.74,4.26,15.62,0.875,bicubic -cs3darknet_x.c2ns_in1k,256,81.856,18.144,95.956,4.044,35.05,0.95,bicubic +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,81.856,18.144,96.038,3.962,36.43,0.900,bicubic +cs3darknet_x.c2ns_in1k,256,81.856,18.144,95.956,4.044,35.05,0.950,bicubic +convnextv2_nano.fcmae_ft_in1k,224,81.856,18.144,95.740,4.260,15.62,0.875,bicubic tf_efficientnet_b3.ap_in1k,300,81.842,18.158,95.614,4.386,12.23,0.904,bicubic -resnet50d.ra4_e3600_r224_in1k,288,81.84,18.16,95.926,4.074,25.58,1.0,bicubic -fastvit_sa12.apple_dist_in1k,256,81.838,18.162,95.7,4.3,11.58,0.9,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,81.832,18.168,95.878,4.122,14.62,1.0,bilinear -pit_s_distilled_224.in1k,224,81.826,18.174,95.72,4.28,24.04,0.9,bicubic -swinv2_tiny_window8_256.ms_in1k,256,81.824,18.176,95.988,4.012,28.35,0.9,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,81.796,18.204,95.824,4.176,28.33,0.9,bicubic +resnet50d.ra4_e3600_r224_in1k,288,81.840,18.160,95.926,4.074,25.58,1.000,bicubic +fastvit_sa12.apple_dist_in1k,256,81.838,18.162,95.700,4.300,11.58,0.900,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,81.832,18.168,95.878,4.122,14.62,1.000,bilinear +pit_s_distilled_224.in1k,224,81.826,18.174,95.720,4.280,24.04,0.900,bicubic +swinv2_tiny_window8_256.ms_in1k,256,81.824,18.176,95.988,4.012,28.35,0.900,bicubic +swinv2_cr_tiny_ns_224.sw_in1k,224,81.796,18.204,95.824,4.176,28.33,0.900,bicubic regnety_032.tv2_in1k,224,81.788,18.212,95.826,4.174,19.44,0.965,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,81.782,18.218,96.036,3.964,25.58,0.95,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,81.782,18.218,96.122,3.878,86.57,0.9,bicubic -resnet51q.ra2_in1k,256,81.774,18.226,95.932,4.068,35.7,0.875,bilinear -cs3sedarknet_l.c2ns_in1k,288,81.77,18.23,95.962,4.038,21.91,0.95,bicubic -resnet152.a2_in1k,224,81.764,18.236,95.27,4.73,60.19,0.95,bicubic -eca_nfnet_l0.ra2_in1k,224,81.762,18.238,95.994,4.006,24.14,0.9,bicubic -tresnet_m.miil_in1k_448,448,81.71,18.29,95.562,4.438,31.39,0.875,bilinear -coatnet_nano_rw_224.sw_in1k,224,81.704,18.296,95.65,4.35,15.14,0.9,bicubic -twins_svt_small.in1k,224,81.694,18.306,95.67,4.33,24.06,0.9,bicubic -ecaresnet50t.a2_in1k,288,81.682,18.318,95.524,4.476,25.57,1.0,bicubic -ecaresnet50d.miil_in1k,288,81.648,18.352,95.884,4.116,25.58,0.95,bicubic +vit_base_patch16_224.orig_in21k_ft_in1k,224,81.782,18.218,96.122,3.878,86.57,0.900,bicubic +resnetaa50d.sw_in12k_ft_in1k,224,81.782,18.218,96.036,3.964,25.58,0.950,bicubic +resnet51q.ra2_in1k,256,81.774,18.226,95.932,4.068,35.70,0.875,bilinear +cs3sedarknet_l.c2ns_in1k,288,81.770,18.230,95.962,4.038,21.91,0.950,bicubic +resnet152.a2_in1k,224,81.764,18.236,95.270,4.730,60.19,0.950,bicubic +eca_nfnet_l0.ra2_in1k,224,81.762,18.238,95.994,4.006,24.14,0.900,bicubic +tresnet_m.miil_in1k_448,448,81.710,18.290,95.562,4.438,31.39,0.875,bilinear +coatnet_nano_rw_224.sw_in1k,224,81.704,18.296,95.650,4.350,15.14,0.900,bicubic +twins_svt_small.in1k,224,81.694,18.306,95.670,4.330,24.06,0.900,bicubic +ecaresnet50t.a2_in1k,288,81.682,18.318,95.524,4.476,25.57,1.000,bicubic +ecaresnet50d.miil_in1k,288,81.648,18.352,95.884,4.116,25.58,0.950,bicubic tf_efficientnet_b3.aa_in1k,300,81.648,18.352,95.724,4.276,12.23,0.904,bicubic -halonet50ts.a1h_in1k,256,81.64,18.36,95.612,4.388,22.73,0.94,bicubic +halonet50ts.a1h_in1k,256,81.640,18.360,95.612,4.388,22.73,0.940,bicubic rexnet_200.nav_in1k,224,81.636,18.364,95.672,4.328,16.37,0.875,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,81.62,18.38,96.036,3.964,88.79,0.875,bilinear -resnetaa50.a1h_in1k,288,81.618,18.382,95.794,4.206,25.56,1.0,bicubic +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,81.620,18.380,96.036,3.964,88.79,0.875,bilinear +resnetaa50.a1h_in1k,288,81.618,18.382,95.794,4.206,25.56,1.000,bicubic wide_resnet50_2.tv2_in1k,224,81.612,18.388,95.766,4.234,68.88,0.965,bilinear -convnext_nano_ols.d1h_in1k,288,81.612,18.388,95.626,4.374,15.65,1.0,bicubic -poolformerv2_s36.sail_in1k,224,81.576,18.424,95.68,4.32,30.79,1.0,bicubic -edgenext_small.usi_in1k,320,81.574,18.426,95.712,4.288,5.59,1.0,bicubic +convnext_nano_ols.d1h_in1k,288,81.612,18.388,95.626,4.374,15.65,1.000,bicubic +poolformerv2_s36.sail_in1k,224,81.576,18.424,95.680,4.320,30.79,1.000,bicubic +edgenext_small.usi_in1k,320,81.574,18.426,95.712,4.288,5.59,1.000,bicubic hgnetv2_b2.ssld_stage2_ft_in1k,224,81.564,18.436,95.894,4.106,11.22,0.965,bicubic -regnetx_080.tv2_in1k,224,81.552,18.448,95.54,4.46,39.57,0.965,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,81.552,18.448,95.51,4.49,22.57,0.95,bicubic -tf_efficientnet_lite4.in1k,380,81.54,18.46,95.668,4.332,13.01,0.92,bilinear -tiny_vit_11m_224.in1k,224,81.538,18.462,95.87,4.13,11.0,0.95,bicubic +regnetx_080.tv2_in1k,224,81.552,18.448,95.540,4.460,39.57,0.965,bicubic +lamhalobotnet50ts_256.a1h_in1k,256,81.552,18.448,95.510,4.490,22.57,0.950,bicubic +tf_efficientnet_lite4.in1k,380,81.540,18.460,95.668,4.332,13.01,0.920,bilinear +tiny_vit_11m_224.in1k,224,81.538,18.462,95.870,4.130,11.00,0.950,bicubic crossvit_15_240.in1k,240,81.522,18.478,95.694,4.306,27.53,0.875,bicubic -tnt_s_legacy_patch16_224.in1k,224,81.512,18.488,95.742,4.258,23.76,0.9,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,81.508,18.492,96.086,3.914,306.63,1.0,bicubic -tnt_s_patch16_224.in1k,224,81.506,18.494,95.766,4.234,23.77,0.9,bicubic -levit_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.9,bicubic -levit_conv_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.9,bicubic +tnt_s_legacy_patch16_224.in1k,224,81.512,18.488,95.742,4.258,23.76,0.900,bicubic +vit_large_patch32_384.orig_in21k_ft_in1k,384,81.508,18.492,96.086,3.914,306.63,1.000,bicubic +tnt_s_patch16_224.in1k,224,81.506,18.494,95.766,4.234,23.77,0.900,bicubic +levit_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.900,bicubic +levit_conv_256.fb_dist_in1k,224,81.506,18.494,95.466,4.534,18.89,0.900,bicubic tresnet_l.miil_in1k,224,81.498,18.502,95.652,4.348,55.99,0.875,bilinear -repvit_m3.dist_in1k,224,81.494,18.506,95.562,4.438,10.68,0.95,bicubic -resnet101.a1_in1k,224,81.494,18.506,95.164,4.836,44.55,0.95,bicubic -resnext50_32x4d.a1_in1k,288,81.48,18.52,95.152,4.848,25.03,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,81.478,18.522,95.692,4.308,11.07,0.95,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,81.476,18.524,95.824,4.176,21.98,0.9,bicubic -convnext_nano.d1h_in1k,288,81.474,18.526,95.67,4.33,15.59,1.0,bicubic +repvit_m3.dist_in1k,224,81.494,18.506,95.562,4.438,10.68,0.950,bicubic +resnet101.a1_in1k,224,81.494,18.506,95.164,4.836,44.55,0.950,bicubic +resnext50_32x4d.a1_in1k,288,81.480,18.520,95.152,4.848,25.03,1.000,bicubic +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,81.478,18.522,95.692,4.308,11.07,0.950,bicubic +vit_relpos_small_patch16_224.sw_in1k,224,81.476,18.524,95.824,4.176,21.98,0.900,bicubic +convnext_nano.d1h_in1k,288,81.474,18.526,95.670,4.330,15.59,1.000,bicubic efficientnet_b3.ra2_in1k,288,81.472,18.528,95.696,4.304,12.23,0.875,bicubic -wide_resnet50_2.racm_in1k,224,81.466,18.534,95.544,4.456,68.88,0.875,bicubic -resnet50d.a1_in1k,288,81.466,18.534,95.218,4.782,25.58,1.0,bicubic mobilevitv2_150.cvnets_in22k_ft_in1k,256,81.466,18.534,95.678,4.322,10.59,0.888,bicubic -gcresnet50t.ra2_in1k,288,81.458,18.542,95.724,4.276,25.9,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,81.456,18.544,96.016,3.984,11.22,1.0,bicubic -ecaresnet50t.ra2_in1k,256,81.45,18.55,95.678,4.322,25.57,0.875,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,81.444,18.556,95.698,4.302,7.79,1.0,bicubic -dm_nfnet_f0.dm_in1k,192,81.436,18.564,95.672,4.328,71.49,0.9,bicubic -ecaresnetlight.miil_in1k,288,81.43,18.57,95.79,4.21,30.16,0.95,bicubic -poolformer_s36.sail_in1k,224,81.428,18.572,95.442,4.558,30.86,0.9,bicubic -nest_tiny_jx.goog_in1k,224,81.428,18.572,95.63,4.37,17.06,0.875,bicubic +wide_resnet50_2.racm_in1k,224,81.466,18.534,95.544,4.456,68.88,0.875,bicubic +resnet50d.a1_in1k,288,81.466,18.534,95.218,4.782,25.58,1.000,bicubic +gcresnet50t.ra2_in1k,288,81.458,18.542,95.724,4.276,25.90,1.000,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,288,81.456,18.544,96.016,3.984,11.22,1.000,bicubic +ecaresnet50t.ra2_in1k,256,81.450,18.550,95.678,4.322,25.57,0.875,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,288,81.444,18.556,95.698,4.302,7.79,1.000,bicubic +dm_nfnet_f0.dm_in1k,192,81.436,18.564,95.672,4.328,71.49,0.900,bicubic +ecaresnetlight.miil_in1k,288,81.430,18.570,95.790,4.210,30.16,0.950,bicubic +nest_tiny_jx.goog_in1k,224,81.428,18.572,95.630,4.370,17.06,0.875,bicubic +poolformer_s36.sail_in1k,224,81.428,18.572,95.442,4.558,30.86,0.900,bicubic hgnet_small.paddle_in1k,224,81.426,18.574,95.846,4.154,24.36,0.965,bicubic -convit_small.fb_in1k,224,81.412,18.588,95.74,4.26,27.78,0.875,bicubic -resnetv2_50.a1h_in1k,288,81.406,18.594,95.712,4.288,25.55,1.0,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,81.402,18.598,96.15,3.85,22.05,0.9,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,81.388,18.612,95.54,4.46,28.29,0.9,bicubic +convit_small.fb_in1k,224,81.412,18.588,95.740,4.260,27.78,0.875,bicubic +resnetv2_50.a1h_in1k,288,81.406,18.594,95.712,4.288,25.55,1.000,bicubic +vit_small_patch16_224.augreg_in21k_ft_in1k,224,81.402,18.598,96.150,3.850,22.05,0.900,bicubic tf_efficientnet_b1.ns_jft_in1k,240,81.388,18.612,95.756,4.244,7.79,0.882,bicubic -deit3_small_patch16_224.fb_in1k,224,81.382,18.618,95.454,4.546,22.06,0.9,bicubic -convmixer_1536_20.in1k,224,81.382,18.618,95.618,4.382,51.63,0.96,bicubic -efficientnetv2_rw_t.ra2_in1k,224,81.37,18.63,95.55,4.45,13.65,1.0,bicubic +swin_tiny_patch4_window7_224.ms_in1k,224,81.388,18.612,95.540,4.460,28.29,0.900,bicubic +convmixer_1536_20.in1k,224,81.382,18.618,95.618,4.382,51.63,0.960,bicubic +deit3_small_patch16_224.fb_in1k,224,81.382,18.618,95.454,4.546,22.06,0.900,bicubic +efficientnetv2_rw_t.ra2_in1k,224,81.370,18.630,95.550,4.450,13.65,1.000,bicubic +resnet50d.ra2_in1k,288,81.354,18.646,95.742,4.258,25.58,0.950,bicubic gernet_l.idstcv_in1k,256,81.354,18.646,95.558,4.442,31.08,0.875,bilinear -resnet50d.ra2_in1k,288,81.354,18.646,95.742,4.258,25.58,0.95,bicubic -resnet101.a2_in1k,224,81.344,18.656,95.198,4.802,44.55,0.95,bicubic -fasternet_s.in1k,224,81.328,18.672,95.678,4.322,31.18,1.0,bicubic -legacy_senet154.in1k,224,81.32,18.68,95.502,4.498,115.09,0.875,bilinear -coat_mini.in1k,224,81.32,18.68,95.388,4.612,10.34,0.9,bicubic -repvit_m1_1.dist_450e_in1k,224,81.314,18.686,95.568,4.432,8.8,0.95,bicubic +resnet101.a2_in1k,224,81.344,18.656,95.198,4.802,44.55,0.950,bicubic +fasternet_s.in1k,224,81.328,18.672,95.678,4.322,31.18,1.000,bicubic +legacy_senet154.in1k,224,81.320,18.680,95.502,4.498,115.09,0.875,bilinear +coat_mini.in1k,224,81.320,18.680,95.388,4.612,10.34,0.900,bicubic +repvit_m1_1.dist_450e_in1k,224,81.314,18.686,95.568,4.432,8.80,0.950,bicubic efficientnet_el.ra_in1k,300,81.308,18.692,95.538,4.462,10.59,0.904,bicubic -resnext50_32x4d.a2_in1k,288,81.304,18.696,95.114,4.886,25.03,1.0,bicubic -seresnet50.ra2_in1k,288,81.288,18.712,95.652,4.348,28.09,0.95,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,81.284,18.716,95.746,4.254,11.07,1.0,bicubic -ecaresnet50t.a1_in1k,224,81.282,18.718,95.15,4.85,25.57,0.95,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,81.276,18.724,95.58,4.42,13.68,1.0,bicubic +resnext50_32x4d.a2_in1k,288,81.304,18.696,95.114,4.886,25.03,1.000,bicubic +seresnet50.ra2_in1k,288,81.288,18.712,95.652,4.348,28.09,0.950,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,256,81.284,18.716,95.746,4.254,11.07,1.000,bicubic +ecaresnet50t.a1_in1k,224,81.282,18.718,95.150,4.850,25.57,0.950,bicubic +gc_efficientnetv2_rw_t.agc_in1k,224,81.276,18.724,95.580,4.420,13.68,1.000,bicubic seresnext50_32x4d.racm_in1k,224,81.268,18.732,95.624,4.376,27.56,0.875,bicubic senet154.gluon_in1k,224,81.258,18.742,95.358,4.642,115.09,0.875,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,81.252,18.748,95.056,4.944,21.99,0.9,bicubic -fbnetv3_g.ra2_in1k,240,81.246,18.754,95.686,4.314,16.62,0.95,bilinear -gcresnext50ts.ch_in1k,288,81.242,18.758,95.536,4.464,15.67,1.0,bicubic -resnet50.a1_in1k,288,81.24,18.76,95.112,4.888,25.56,1.0,bicubic +vit_small_patch16_rope_mixed_224.naver_in1k,224,81.252,18.748,95.056,4.944,21.99,0.900,bicubic +fbnetv3_g.ra2_in1k,240,81.246,18.754,95.686,4.314,16.62,0.950,bilinear +gcresnext50ts.ch_in1k,288,81.242,18.758,95.536,4.464,15.67,1.000,bicubic +resnet50.a1_in1k,288,81.240,18.760,95.112,4.888,25.56,1.000,bicubic res2net101d.in1k,224,81.236,18.764,95.346,4.654,45.23,0.875,bilinear -vit_small_patch16_rope_224.naver_in1k,224,81.222,18.778,95.02,4.98,21.98,0.9,bicubic -resnet50_gn.a1h_in1k,288,81.216,18.784,95.634,4.366,25.56,0.95,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,81.214,18.786,95.614,4.386,6.71,1.0,bicubic +vit_small_patch16_rope_224.naver_in1k,224,81.222,18.778,95.020,4.980,21.98,0.900,bicubic +resnet50_gn.a1h_in1k,288,81.216,18.784,95.634,4.366,25.56,0.950,bicubic +xcit_tiny_12_p8_224.fb_dist_in1k,224,81.214,18.786,95.614,4.386,6.71,1.000,bicubic cs3sedarknet_l.c2ns_in1k,256,81.208,18.792,95.798,4.202,21.91,0.887,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,81.204,18.796,95.378,4.622,22.44,0.9,bicubic -resnext50_32x4d.tv2_in1k,224,81.19,18.81,95.344,4.656,25.03,0.965,bilinear -lambda_resnet50ts.a1h_in1k,256,81.184,18.816,95.094,4.906,21.54,0.95,bicubic -resnet50d.a2_in1k,288,81.164,18.836,95.1,4.9,25.58,1.0,bicubic -sebotnet33ts_256.a1h_in1k,256,81.156,18.844,95.16,4.84,13.7,0.94,bicubic -resmlp_36_224.fb_distilled_in1k,224,81.15,18.85,95.508,4.492,44.69,0.875,bicubic -mobilevitv2_200.cvnets_in1k,256,81.148,18.852,95.38,4.62,18.45,0.888,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,81.146,18.854,95.98,4.02,25.56,0.875,bilinear +deit_small_distilled_patch16_224.fb_in1k,224,81.204,18.796,95.378,4.622,22.44,0.900,bicubic +resnext50_32x4d.tv2_in1k,224,81.190,18.810,95.344,4.656,25.03,0.965,bilinear +lambda_resnet50ts.a1h_in1k,256,81.184,18.816,95.094,4.906,21.54,0.950,bicubic +resnet50d.a2_in1k,288,81.164,18.836,95.100,4.900,25.58,1.000,bicubic +sebotnet33ts_256.a1h_in1k,256,81.156,18.844,95.160,4.840,13.70,0.940,bicubic +resmlp_36_224.fb_distilled_in1k,224,81.150,18.850,95.508,4.492,44.69,0.875,bicubic +mobilevitv2_200.cvnets_in1k,256,81.148,18.852,95.380,4.620,18.45,0.888,bicubic +resnet50.fb_swsl_ig1b_ft_in1k,224,81.146,18.854,95.980,4.020,25.56,0.875,bilinear resnest50d_4s2x40d.in1k,224,81.146,18.854,95.566,4.434,30.42,0.875,bicubic -resnext50_32x4d.a1h_in1k,224,81.14,18.86,95.32,4.68,25.03,0.95,bicubic -vit_small_patch16_384.augreg_in1k,384,81.13,18.87,95.59,4.41,22.2,1.0,bicubic -twins_pcpvt_small.in1k,224,81.116,18.884,95.624,4.376,24.11,0.9,bicubic -seresnet50.a1_in1k,288,81.114,18.886,95.122,4.878,28.09,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,224,81.114,18.886,95.638,4.362,21.3,0.95,bilinear -pit_s_224.in1k,224,81.114,18.886,95.336,4.664,23.46,0.9,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,81.108,18.892,95.58,4.42,21.97,0.9,bicubic -vit_base_patch16_384.augreg_in1k,384,81.102,18.898,95.334,4.666,86.86,1.0,bicubic -seresnet50.a2_in1k,288,81.094,18.906,95.23,4.77,28.09,1.0,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,81.078,18.922,95.92,4.08,14.36,0.9,bicubic -fastvit_s12.apple_dist_in1k,256,81.074,18.926,95.278,4.722,9.47,0.9,bicubic -edgenext_small.usi_in1k,256,81.068,18.932,95.33,4.67,5.59,0.95,bicubic -mambaout_kobe.in1k,288,81.064,18.936,95.682,4.318,9.14,1.0,bicubic -convnextv2_pico.fcmae_ft_in1k,288,81.062,18.938,95.476,4.524,9.07,0.95,bicubic -haloregnetz_b.ra3_in1k,224,81.058,18.942,95.196,4.804,11.68,0.94,bicubic +resnext50_32x4d.a1h_in1k,224,81.140,18.860,95.320,4.680,25.03,0.950,bicubic +vit_small_patch16_384.augreg_in1k,384,81.130,18.870,95.590,4.410,22.20,1.000,bicubic +twins_pcpvt_small.in1k,224,81.116,18.884,95.624,4.376,24.11,0.900,bicubic +hrnet_w18_ssld.paddle_in1k,224,81.114,18.886,95.638,4.362,21.30,0.950,bilinear +pit_s_224.in1k,224,81.114,18.886,95.336,4.664,23.46,0.900,bicubic +seresnet50.a1_in1k,288,81.114,18.886,95.122,4.878,28.09,1.000,bicubic +vit_srelpos_small_patch16_224.sw_in1k,224,81.108,18.892,95.580,4.420,21.97,0.900,bicubic +vit_base_patch16_384.augreg_in1k,384,81.102,18.898,95.334,4.666,86.86,1.000,bicubic +seresnet50.a2_in1k,288,81.094,18.906,95.230,4.770,28.09,1.000,bicubic +tf_efficientnetv2_b3.in21k_ft_in1k,240,81.078,18.922,95.920,4.080,14.36,0.900,bicubic +fastvit_s12.apple_dist_in1k,256,81.074,18.926,95.278,4.722,9.47,0.900,bicubic +edgenext_small.usi_in1k,256,81.068,18.932,95.330,4.670,5.59,0.950,bicubic +mambaout_kobe.in1k,288,81.064,18.936,95.682,4.318,9.14,1.000,bicubic +convnextv2_pico.fcmae_ft_in1k,288,81.062,18.938,95.476,4.524,9.07,0.950,bicubic +haloregnetz_b.ra3_in1k,224,81.058,18.942,95.196,4.804,11.68,0.940,bicubic resnet152s.gluon_in1k,224,81.048,18.952,95.442,4.558,60.32,0.875,bicubic crossvit_small_240.in1k,240,81.036,18.964,95.466,4.534,26.86,0.875,bicubic resmlp_big_24_224.fb_in1k,224,81.034,18.966,95.026,4.974,129.14,0.875,bicubic resnest50d_1s4x24d.in1k,224,81.024,18.976,95.338,4.662,25.68,0.875,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,81.016,18.984,94.988,5.012,22.06,0.9,bicubic -resnet50.d_in1k,288,81.012,18.988,95.456,4.544,25.56,1.0,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,80.994,19.006,95.474,4.526,14.62,0.95,bilinear -sehalonet33ts.ra2_in1k,256,80.976,19.024,95.272,4.728,13.69,0.94,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,80.974,19.026,94.976,5.024,22.06,0.9,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,80.966,19.034,96.02,3.98,28.29,0.9,bicubic +vit_small_patch16_rope_ape_224.naver_in1k,224,81.016,18.984,94.988,5.012,22.06,0.900,bicubic +resnet50.d_in1k,288,81.012,18.988,95.456,4.544,25.56,1.000,bicubic +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,80.994,19.006,95.474,4.526,14.62,0.950,bilinear +sehalonet33ts.ra2_in1k,256,80.976,19.024,95.272,4.728,13.69,0.940,bicubic +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,80.974,19.026,94.976,5.024,22.06,0.900,bicubic +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,80.966,19.034,96.020,3.980,28.29,0.900,bicubic resnest50d.in1k,224,80.958,19.042,95.372,4.628,27.48,0.875,bilinear -resnet50d.ra4_e3600_r224_in1k,224,80.956,19.044,95.38,4.62,25.58,0.95,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,80.954,19.046,95.43,4.57,6.72,1.0,bicubic -cait_xxs24_384.fb_dist_in1k,384,80.954,19.046,95.638,4.362,12.03,1.0,bicubic -gcresnet50t.ra2_in1k,256,80.944,19.056,95.458,4.542,25.9,0.9,bicubic +resnet50d.ra4_e3600_r224_in1k,224,80.956,19.044,95.380,4.620,25.58,0.950,bicubic +cait_xxs24_384.fb_dist_in1k,384,80.954,19.046,95.638,4.362,12.03,1.000,bicubic +xcit_tiny_12_p16_384.fb_dist_in1k,384,80.954,19.046,95.430,4.570,6.72,1.000,bicubic +gcresnet50t.ra2_in1k,256,80.944,19.056,95.458,4.542,25.90,0.900,bicubic resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,80.936,19.064,95.732,4.268,44.18,0.875,bilinear -resnet50.c1_in1k,288,80.928,19.072,95.554,4.446,25.56,1.0,bicubic -regnetx_032.tv2_in1k,224,80.916,19.084,95.248,4.752,15.3,0.965,bicubic -convnext_nano_ols.d1h_in1k,224,80.906,19.094,95.254,4.746,15.65,0.95,bicubic -swiftformer_l1.dist_in1k,224,80.906,19.094,95.374,4.626,12.06,0.95,bicubic -cs3darknet_focus_l.c2ns_in1k,288,80.894,19.106,95.674,4.326,21.15,0.95,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,80.89,19.11,95.75,4.25,9.72,1.0,bicubic +resnet50.c1_in1k,288,80.928,19.072,95.554,4.446,25.56,1.000,bicubic +regnetx_032.tv2_in1k,224,80.916,19.084,95.248,4.752,15.30,0.965,bicubic +swiftformer_l1.dist_in1k,224,80.906,19.094,95.374,4.626,12.06,0.950,bicubic +convnext_nano_ols.d1h_in1k,224,80.906,19.094,95.254,4.746,15.65,0.950,bicubic +cs3darknet_focus_l.c2ns_in1k,288,80.894,19.106,95.674,4.326,21.15,0.950,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,320,80.890,19.110,95.750,4.250,9.72,1.000,bicubic seresnext101_32x4d.gluon_in1k,224,80.886,19.114,95.268,4.732,48.96,0.875,bicubic seresnext101_64x4d.gluon_in1k,224,80.884,19.116,95.308,4.692,88.23,0.875,bicubic -ecaresnet50t.a2_in1k,224,80.884,19.116,95.022,4.978,25.57,0.95,bicubic -cs3darknet_l.c2ns_in1k,288,80.882,19.118,95.662,4.338,21.16,0.95,bicubic +ecaresnet50t.a2_in1k,224,80.884,19.116,95.022,4.978,25.57,0.950,bicubic +cs3darknet_l.c2ns_in1k,288,80.882,19.118,95.662,4.338,21.16,0.950,bicubic tf_efficientnet_b3.in1k,300,80.878,19.122,95.308,4.692,12.23,0.904,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,80.874,19.126,95.668,4.332,5.39,0.95,bicubic -mobilevitv2_175.cvnets_in1k,256,80.87,19.13,95.28,4.72,14.25,0.888,bicubic +tiny_vit_5m_224.dist_in22k_ft_in1k,224,80.874,19.126,95.668,4.332,5.39,0.950,bicubic +mobilevitv2_175.cvnets_in1k,256,80.870,19.130,95.280,4.720,14.25,0.888,bicubic efficientnet_b3_pruned.in1k,300,80.864,19.136,95.266,4.734,9.86,0.904,bicubic -resnet50.c2_in1k,288,80.862,19.138,95.53,4.47,25.56,1.0,bicubic -resnet50.tv2_in1k,224,80.846,19.154,95.43,4.57,25.56,0.965,bilinear -fastvit_sa12.apple_in1k,256,80.846,19.154,95.346,4.654,11.58,0.9,bicubic -resnetv2_50d_evos.ah_in1k,224,80.828,19.172,95.27,4.73,25.59,0.95,bicubic -repvit_m1_1.dist_300e_in1k,224,80.826,19.174,95.174,4.826,8.8,0.95,bicubic +resnet50.c2_in1k,288,80.862,19.138,95.530,4.470,25.56,1.000,bicubic +resnet50.tv2_in1k,224,80.846,19.154,95.430,4.570,25.56,0.965,bilinear +fastvit_sa12.apple_in1k,256,80.846,19.154,95.346,4.654,11.58,0.900,bicubic +resnetv2_50d_evos.ah_in1k,224,80.828,19.172,95.270,4.730,25.59,0.950,bicubic +repvit_m1_1.dist_300e_in1k,224,80.826,19.174,95.174,4.826,8.80,0.950,bicubic tresnet_m.miil_in1k,224,80.816,19.184,94.862,5.138,31.39,0.875,bilinear -seresnet33ts.ra2_in1k,288,80.814,19.186,95.346,4.654,19.78,1.0,bicubic -ecaresnet101d_pruned.miil_in1k,224,80.81,19.19,95.642,4.358,24.88,0.875,bicubic -ecaresnet50d_pruned.miil_in1k,288,80.808,19.192,95.566,4.434,19.94,0.95,bicubic -resnetv2_50d_gn.ah_in1k,224,80.8,19.2,95.356,4.644,25.57,0.95,bicubic +seresnet33ts.ra2_in1k,288,80.814,19.186,95.346,4.654,19.78,1.000,bicubic +ecaresnet101d_pruned.miil_in1k,224,80.810,19.190,95.642,4.358,24.88,0.875,bicubic +ecaresnet50d_pruned.miil_in1k,288,80.808,19.192,95.566,4.434,19.94,0.950,bicubic +resnetv2_50d_gn.ah_in1k,224,80.800,19.200,95.356,4.644,25.57,0.950,bicubic regnety_320.pycls_in1k,224,80.796,19.204,95.246,4.754,145.05,0.875,bicubic -resnet50.a2_in1k,288,80.774,19.226,94.978,5.022,25.56,1.0,bicubic -resmlp_24_224.fb_distilled_in1k,224,80.766,19.234,95.22,4.78,30.02,0.875,bicubic -convnext_nano.d1h_in1k,224,80.762,19.238,95.332,4.668,15.59,0.95,bicubic -poolformerv2_s24.sail_in1k,224,80.746,19.254,95.318,4.682,21.34,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,80.742,19.258,95.5,4.5,11.22,0.965,bicubic -regnetz_b16.ra3_in1k,288,80.74,19.26,95.528,4.472,9.72,1.0,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,80.732,19.268,95.574,4.426,88.22,0.9,bicubic -resnet50d.a1_in1k,224,80.73,19.27,94.678,5.322,25.58,0.95,bicubic -resnext50_32x4d.ra_in1k,288,80.72,19.28,95.344,4.656,25.03,0.95,bicubic -eca_resnet33ts.ra2_in1k,288,80.716,19.284,95.382,4.618,19.68,1.0,bicubic +resnet50.a2_in1k,288,80.774,19.226,94.978,5.022,25.56,1.000,bicubic +resmlp_24_224.fb_distilled_in1k,224,80.766,19.234,95.220,4.780,30.02,0.875,bicubic +convnext_nano.d1h_in1k,224,80.762,19.238,95.332,4.668,15.59,0.950,bicubic +poolformerv2_s24.sail_in1k,224,80.746,19.254,95.318,4.682,21.34,1.000,bicubic +hgnetv2_b2.ssld_stage1_in22k_in1k,224,80.742,19.258,95.500,4.500,11.22,0.965,bicubic +regnetz_b16.ra3_in1k,288,80.740,19.260,95.528,4.472,9.72,1.000,bicubic +vit_base_patch32_224.augreg_in21k_ft_in1k,224,80.732,19.268,95.574,4.426,88.22,0.900,bicubic +resnet50d.a1_in1k,224,80.730,19.270,94.678,5.322,25.58,0.950,bicubic +resnext50_32x4d.ra_in1k,288,80.720,19.280,95.344,4.656,25.03,0.950,bicubic +eca_resnet33ts.ra2_in1k,288,80.716,19.284,95.382,4.618,19.68,1.000,bicubic +resnet50.b1k_in1k,288,80.708,19.292,95.430,4.570,25.56,1.000,bicubic tf_efficientnetv2_b3.in1k,240,80.708,19.292,95.178,4.822,14.36,0.904,bicubic -resnet50.b1k_in1k,288,80.708,19.292,95.43,4.57,25.56,1.0,bicubic -resnetrs101.tf_in1k,192,80.706,19.294,95.24,4.76,63.62,0.94,bicubic +resnetrs101.tf_in1k,192,80.706,19.294,95.240,4.760,63.62,0.940,bicubic gernet_m.idstcv_in1k,224,80.702,19.298,95.186,4.814,21.14,0.875,bilinear -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,80.684,19.316,95.442,4.558,8.46,0.95,bicubic -resnext50d_32x4d.bt_in1k,288,80.676,19.324,95.426,4.574,25.05,0.95,bicubic -regnety_016.tv2_in1k,224,80.668,19.332,95.336,4.664,11.2,0.965,bicubic -nf_resnet50.ra2_in1k,288,80.658,19.342,95.35,4.65,25.56,0.94,bicubic -resnet50.a1h_in1k,224,80.654,19.346,95.312,4.688,25.56,1.0,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,80.648,19.352,95.52,4.48,5.76,1.0,bicubic -hgnet_tiny.paddle_in1k,288,80.644,19.356,95.556,4.444,14.74,1.0,bicubic -resnext101_64x4d.gluon_in1k,224,80.64,19.36,95.0,5.0,83.46,0.875,bicubic -ecaresnet50d.miil_in1k,224,80.634,19.366,95.31,4.69,25.58,0.875,bicubic -resnetaa50.a1h_in1k,224,80.614,19.386,95.212,4.788,25.56,0.95,bicubic -efficientnet_b2.ra_in1k,288,80.612,19.388,95.32,4.68,9.11,1.0,bicubic -gcresnext50ts.ch_in1k,256,80.608,19.392,95.18,4.82,15.67,0.9,bicubic -gcresnet33ts.ra2_in1k,288,80.588,19.412,95.318,4.682,19.88,1.0,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,80.55,19.45,95.186,4.814,7.52,0.95,bicubic -cspresnext50.ra_in1k,256,80.548,19.452,95.33,4.67,20.57,0.887,bilinear -resnet152.a3_in1k,224,80.548,19.452,95.004,4.996,60.19,0.95,bicubic -resnet50d.ra2_in1k,224,80.546,19.454,95.16,4.84,25.58,0.875,bicubic -darknet53.c2ns_in1k,288,80.542,19.458,95.428,4.572,41.61,1.0,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,80.684,19.316,95.442,4.558,8.46,0.950,bicubic +resnext50d_32x4d.bt_in1k,288,80.676,19.324,95.426,4.574,25.05,0.950,bicubic +regnety_016.tv2_in1k,224,80.668,19.332,95.336,4.664,11.20,0.965,bicubic +nf_resnet50.ra2_in1k,288,80.658,19.342,95.350,4.650,25.56,0.940,bicubic +resnet50.a1h_in1k,224,80.654,19.346,95.312,4.688,25.56,1.000,bicubic +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,80.648,19.352,95.520,4.480,5.76,1.000,bicubic +hgnet_tiny.paddle_in1k,288,80.644,19.356,95.556,4.444,14.74,1.000,bicubic +resnext101_64x4d.gluon_in1k,224,80.640,19.360,95.000,5.000,83.46,0.875,bicubic +ecaresnet50d.miil_in1k,224,80.634,19.366,95.310,4.690,25.58,0.875,bicubic +resnetaa50.a1h_in1k,224,80.614,19.386,95.212,4.788,25.56,0.950,bicubic +efficientnet_b2.ra_in1k,288,80.612,19.388,95.320,4.680,9.11,1.000,bicubic +gcresnext50ts.ch_in1k,256,80.608,19.392,95.180,4.820,15.67,0.900,bicubic +gcresnet33ts.ra2_in1k,288,80.588,19.412,95.318,4.682,19.88,1.000,bicubic +maxvit_rmlp_pico_rw_256.sw_in1k,256,80.550,19.450,95.186,4.814,7.52,0.950,bicubic +cspresnext50.ra_in1k,256,80.548,19.452,95.330,4.670,20.57,0.887,bilinear +resnet152.a3_in1k,224,80.548,19.452,95.004,4.996,60.19,0.950,bicubic +resnet50d.ra2_in1k,224,80.546,19.454,95.160,4.840,25.58,0.875,bicubic +darknet53.c2ns_in1k,288,80.542,19.458,95.428,4.572,41.61,1.000,bicubic +darknetaa53.c2ns_in1k,288,80.528,19.472,95.328,4.672,36.02,1.000,bilinear repvgg_b3.rvgg_in1k,224,80.528,19.472,95.254,4.746,123.09,0.875,bilinear -darknetaa53.c2ns_in1k,288,80.528,19.472,95.328,4.672,36.02,1.0,bilinear -resnext50_32x4d.a1_in1k,224,80.526,19.474,94.458,5.542,25.03,0.95,bicubic -efficientformer_l1.snap_dist_in1k,224,80.502,19.498,94.992,5.008,12.29,0.95,bicubic -mixnet_xl.ra_in1k,224,80.494,19.506,94.938,5.062,11.9,0.875,bicubic +resnext50_32x4d.a1_in1k,224,80.526,19.474,94.458,5.542,25.03,0.950,bicubic +efficientformer_l1.snap_dist_in1k,224,80.502,19.498,94.992,5.008,12.29,0.950,bicubic wide_resnet101_2.tv2_in1k,176,80.494,19.506,94.978,5.022,126.89,0.875,bilinear +mixnet_xl.ra_in1k,224,80.494,19.506,94.938,5.062,11.90,0.875,bicubic +vit_small_patch32_384.augreg_in21k_ft_in1k,384,80.476,19.524,95.594,4.406,22.92,1.000,bicubic resnet152d.gluon_in1k,224,80.476,19.524,95.194,4.806,60.21,0.875,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,80.476,19.524,95.594,4.406,22.92,1.0,bicubic -repvit_m2.dist_in1k,224,80.468,19.532,95.172,4.828,8.8,0.95,bicubic +repvit_m2.dist_in1k,224,80.468,19.532,95.172,4.828,8.80,0.950,bicubic +resnet50.b2k_in1k,288,80.466,19.534,95.306,4.694,25.56,1.000,bicubic resnet101d.gluon_in1k,224,80.466,19.534,95.034,4.966,44.57,0.875,bicubic -resnet50.b2k_in1k,288,80.466,19.534,95.306,4.694,25.56,1.0,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,80.462,19.538,95.202,4.798,12.12,1.0,bicubic -convnext_pico_ols.d1_in1k,288,80.458,19.542,95.248,4.752,9.06,1.0,bicubic +xcit_tiny_24_p16_224.fb_dist_in1k,224,80.462,19.538,95.202,4.798,12.12,1.000,bicubic +convnext_pico_ols.d1_in1k,288,80.458,19.542,95.248,4.752,9.06,1.000,bicubic ecaresnetlight.miil_in1k,224,80.454,19.546,95.248,4.752,30.16,0.875,bicubic -edgenext_small_rw.sw_in1k,320,80.452,19.548,95.206,4.794,7.83,1.0,bicubic -resnext50_32x4d.a2_in1k,224,80.444,19.556,94.63,5.37,25.03,0.95,bicubic +edgenext_small_rw.sw_in1k,320,80.452,19.548,95.206,4.794,7.83,1.000,bicubic +resnext50_32x4d.a2_in1k,224,80.444,19.556,94.630,5.370,25.03,0.950,bicubic wide_resnet50_2.tv2_in1k,176,80.442,19.558,95.076,4.924,68.88,0.875,bilinear -inception_resnet_v2.tf_in1k,299,80.434,19.566,95.312,4.688,55.84,0.8975,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,80.432,19.568,95.378,4.622,11.07,0.95,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,80.43,19.57,95.282,4.718,21.82,1.0,bicubic -repvit_m1_0.dist_450e_in1k,224,80.43,19.57,94.922,5.078,7.3,0.95,bicubic -convnext_pico.d1_in1k,288,80.426,19.574,95.062,4.938,9.05,0.95,bicubic -resnetv2_50.a1h_in1k,224,80.41,19.59,95.082,4.918,25.55,0.95,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,80.404,19.596,95.152,4.848,7.79,0.9,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,80.386,19.614,95.694,4.306,25.55,1.0,bilinear +inception_resnet_v2.tf_in1k,299,80.434,19.566,95.312,4.688,55.84,0.897,bicubic +mobilenetv4_hybrid_medium.e500_r224_in1k,224,80.432,19.568,95.378,4.622,11.07,0.950,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,448,80.430,19.570,95.282,4.718,21.82,1.000,bicubic +repvit_m1_0.dist_450e_in1k,224,80.430,19.570,94.922,5.078,7.30,0.950,bicubic +convnext_pico.d1_in1k,288,80.426,19.574,95.062,4.938,9.05,0.950,bicubic +resnetv2_50.a1h_in1k,224,80.410,19.590,95.082,4.918,25.55,0.950,bicubic +efficientnet_b1.ra4_e3600_r240_in1k,240,80.404,19.596,95.152,4.848,7.79,0.900,bicubic +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,80.386,19.614,95.694,4.306,25.55,1.000,bilinear regnety_120.pycls_in1k,224,80.382,19.618,95.104,4.896,51.82,0.875,bicubic -resnet50.a1_in1k,224,80.382,19.618,94.598,5.402,25.56,0.95,bicubic -mobilevitv2_150.cvnets_in1k,256,80.38,19.62,95.05,4.95,10.59,0.888,bicubic -seresnet33ts.ra2_in1k,256,80.38,19.62,95.106,4.894,19.78,0.9,bicubic -ese_vovnet39b.ra_in1k,288,80.378,19.622,95.36,4.64,24.57,0.95,bicubic -fastvit_t12.apple_dist_in1k,256,80.364,19.636,95.04,4.96,7.55,0.9,bicubic -cs3darknet_l.c2ns_in1k,256,80.35,19.65,95.304,4.696,21.16,0.887,bicubic +resnet50.a1_in1k,224,80.382,19.618,94.598,5.402,25.56,0.950,bicubic +seresnet33ts.ra2_in1k,256,80.380,19.620,95.106,4.894,19.78,0.900,bicubic +mobilevitv2_150.cvnets_in1k,256,80.380,19.620,95.050,4.950,10.59,0.888,bicubic +ese_vovnet39b.ra_in1k,288,80.378,19.622,95.360,4.640,24.57,0.950,bicubic +fastvit_t12.apple_dist_in1k,256,80.364,19.636,95.040,4.960,7.55,0.900,bicubic +cs3darknet_l.c2ns_in1k,256,80.350,19.650,95.304,4.696,21.16,0.887,bicubic resnext101_32x4d.gluon_in1k,224,80.336,19.664,94.908,5.092,44.18,0.875,bicubic -efficientvit_b1.r288_in1k,288,80.322,19.678,94.98,5.02,9.1,1.0,bicubic rexnet_150.nav_in1k,224,80.322,19.678,95.164,4.836,9.73,0.875,bicubic +efficientvit_b1.r288_in1k,288,80.322,19.678,94.980,5.020,9.10,1.000,bicubic resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,80.316,19.684,95.386,4.614,25.03,0.875,bilinear convnextv2_pico.fcmae_ft_in1k,224,80.304,19.696,95.082,4.918,9.07,0.875,bicubic -tf_efficientnet_b2.ap_in1k,260,80.3,19.7,95.032,4.968,9.11,0.89,bicubic -poolformer_s24.sail_in1k,224,80.294,19.706,95.06,4.94,21.39,0.9,bicubic +tf_efficientnet_b2.ap_in1k,260,80.300,19.700,95.032,4.968,9.11,0.890,bicubic +poolformer_s24.sail_in1k,224,80.294,19.706,95.060,4.940,21.39,0.900,bicubic efficientnet_el_pruned.in1k,300,80.284,19.716,95.218,4.782,10.59,0.904,bicubic regnety_160.pycls_in1k,224,80.284,19.716,94.982,5.018,83.59,0.875,bicubic -res2net50d.in1k,224,80.28,19.72,95.028,4.972,25.72,0.875,bilinear -resnet101s.gluon_in1k,224,80.278,19.722,95.16,4.84,44.67,0.875,bicubic +res2net50d.in1k,224,80.280,19.720,95.028,4.972,25.72,0.875,bilinear +resnet101s.gluon_in1k,224,80.278,19.722,95.160,4.840,44.67,0.875,bicubic legacy_seresnext101_32x4d.in1k,224,80.274,19.726,95.032,4.968,48.96,0.875,bilinear -resnet50d.a2_in1k,224,80.268,19.732,94.642,5.358,25.58,0.95,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,80.262,19.738,95.36,4.64,13.42,0.95,bicubic -seresnet50.ra2_in1k,224,80.26,19.74,95.068,4.932,28.09,0.875,bicubic +resnet50d.a2_in1k,224,80.268,19.732,94.642,5.358,25.58,0.950,bicubic +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,80.262,19.738,95.360,4.640,13.42,0.950,bicubic +seresnet50.ra2_in1k,224,80.260,19.740,95.068,4.932,28.09,0.875,bicubic regnetx_320.pycls_in1k,224,80.258,19.742,95.016,4.984,107.81,0.875,bicubic cs3darknet_focus_l.c2ns_in1k,256,80.254,19.746,95.294,4.706,21.15,0.887,bicubic -resnetblur50.bt_in1k,288,80.248,19.752,95.2,4.8,25.56,0.95,bicubic -vit_base_patch16_224.sam_in1k,224,80.246,19.754,94.764,5.236,86.57,0.9,bicubic +resnetblur50.bt_in1k,288,80.248,19.752,95.200,4.800,25.56,0.950,bicubic tf_efficientnet_el.in1k,300,80.246,19.754,95.122,4.878,10.59,0.904,bicubic -nf_resnet50.ra2_in1k,256,80.236,19.764,95.104,4.896,25.56,0.94,bicubic -tf_efficientnetv2_b2.in1k,260,80.226,19.774,95.01,4.99,10.1,0.89,bicubic -repvgg_b3g4.rvgg_in1k,224,80.224,19.776,95.1,4.9,83.83,0.875,bilinear -resnet152.tv2_in1k,176,80.222,19.778,94.65,5.35,60.19,0.875,bilinear +vit_base_patch16_224.sam_in1k,224,80.246,19.754,94.764,5.236,86.57,0.900,bicubic +nf_resnet50.ra2_in1k,256,80.236,19.764,95.104,4.896,25.56,0.940,bicubic +tf_efficientnetv2_b2.in1k,260,80.226,19.774,95.010,4.990,10.10,0.890,bicubic +repvgg_b3g4.rvgg_in1k,224,80.224,19.776,95.100,4.900,83.83,0.875,bilinear +resnet152.tv2_in1k,176,80.222,19.778,94.650,5.350,60.19,0.875,bilinear skresnext50_32x4d.ra_in1k,224,80.168,19.832,94.644,5.356,27.48,0.875,bicubic dpn107.mx_in1k,224,80.166,19.834,94.932,5.068,86.92,0.875,bicubic -convmixer_768_32.in1k,224,80.158,19.842,95.07,4.93,21.11,0.96,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,80.152,19.848,95.298,4.702,9.72,1.0,bicubic -repvit_m1_0.dist_300e_in1k,224,80.152,19.848,94.77,5.23,7.3,0.95,bicubic +convmixer_768_32.in1k,224,80.158,19.842,95.070,4.930,21.11,0.960,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,80.152,19.848,95.298,4.702,9.72,1.000,bicubic +repvit_m1_0.dist_300e_in1k,224,80.152,19.848,94.770,5.230,7.30,0.950,bicubic inception_v4.tf_in1k,299,80.144,19.856,94.982,5.018,42.68,0.875,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,80.116,19.884,94.994,5.006,8.46,0.9,bicubic -seresnet50.a2_in1k,224,80.102,19.898,94.72,5.28,28.09,0.95,bicubic -eca_resnet33ts.ra2_in1k,256,80.084,19.916,94.98,5.02,19.68,0.9,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,80.082,19.918,95.138,4.862,15.25,0.95,bicubic -cspdarknet53.ra_in1k,256,80.078,19.922,95.06,4.94,27.64,0.887,bilinear -tf_efficientnet_b2.aa_in1k,260,80.074,19.926,94.906,5.094,9.11,0.89,bicubic -resnet50_gn.a1h_in1k,224,80.074,19.926,94.958,5.042,25.56,0.94,bicubic -gcresnet33ts.ra2_in1k,256,80.072,19.928,94.986,5.014,19.88,0.9,bicubic +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,80.116,19.884,94.994,5.006,8.46,0.900,bicubic +seresnet50.a2_in1k,224,80.102,19.898,94.720,5.280,28.09,0.950,bicubic +eca_resnet33ts.ra2_in1k,256,80.084,19.916,94.980,5.020,19.68,0.900,bicubic +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,80.082,19.918,95.138,4.862,15.25,0.950,bicubic +cspdarknet53.ra_in1k,256,80.078,19.922,95.060,4.940,27.64,0.887,bilinear +resnet50_gn.a1h_in1k,224,80.074,19.926,94.958,5.042,25.56,0.940,bicubic +tf_efficientnet_b2.aa_in1k,260,80.074,19.926,94.906,5.094,9.11,0.890,bicubic +gcresnet33ts.ra2_in1k,256,80.072,19.928,94.986,5.014,19.88,0.900,bicubic dpn92.mx_in1k,224,80.032,19.968,94.876,5.124,37.67,0.875,bicubic -seresnet50.a1_in1k,224,80.012,19.988,94.704,5.296,28.09,0.95,bicubic +seresnet50.a1_in1k,224,80.012,19.988,94.704,5.296,28.09,0.950,bicubic darknet53.c2ns_in1k,256,80.008,19.992,95.046,4.954,41.61,0.887,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,79.998,20.002,94.94,5.06,55.84,0.8975,bicubic -mambaout_kobe.in1k,224,79.986,20.014,94.982,5.018,9.14,1.0,bicubic -resnet50.ram_in1k,288,79.982,20.018,95.038,4.962,25.56,0.95,bicubic -resnetrs50.tf_in1k,224,79.934,20.066,94.972,5.028,35.69,0.91,bicubic -xception71.tf_in1k,299,79.92,20.08,94.908,5.092,42.34,0.903,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,79.916,20.084,95.164,4.836,6.34,1.0,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,79.916,20.084,95.188,4.812,9.72,0.95,bicubic +inception_resnet_v2.tf_ens_adv_in1k,299,79.998,20.002,94.940,5.060,55.84,0.897,bicubic +mambaout_kobe.in1k,224,79.986,20.014,94.982,5.018,9.14,1.000,bicubic +resnet50.ram_in1k,288,79.982,20.018,95.038,4.962,25.56,0.950,bicubic +resnetrs50.tf_in1k,224,79.934,20.066,94.972,5.028,35.69,0.910,bicubic +xception71.tf_in1k,299,79.920,20.080,94.908,5.092,42.34,0.903,bicubic +mobilenetv4_conv_medium.e500_r256_in1k,256,79.916,20.084,95.188,4.812,9.72,0.950,bicubic +hgnetv2_b1.ssld_stage2_ft_in1k,288,79.916,20.084,95.164,4.836,6.34,1.000,bicubic seresnext50_32x4d.gluon_in1k,224,79.916,20.084,94.816,5.184,27.56,0.875,bicubic -mambaout_femto.in1k,288,79.912,20.088,95.134,4.866,7.3,1.0,bicubic +mambaout_femto.in1k,288,79.912,20.088,95.134,4.866,7.30,1.000,bicubic resnet101.tv2_in1k,176,79.908,20.092,94.606,5.394,44.55,0.875,bilinear resnet152c.gluon_in1k,224,79.904,20.096,94.854,5.146,60.21,0.875,bicubic -resnet50.d_in1k,224,79.904,20.096,94.666,5.334,25.56,0.95,bicubic -efficientnet_b2_pruned.in1k,260,79.904,20.096,94.838,5.162,8.31,0.89,bicubic -ecaresnet26t.ra2_in1k,320,79.9,20.1,95.07,4.93,16.01,0.95,bicubic +efficientnet_b2_pruned.in1k,260,79.904,20.096,94.838,5.162,8.31,0.890,bicubic +resnet50.d_in1k,224,79.904,20.096,94.666,5.334,25.56,0.950,bicubic +ecaresnet26t.ra2_in1k,320,79.900,20.100,95.070,4.930,16.01,0.950,bicubic hgnet_tiny.paddle_in1k,224,79.892,20.108,95.054,4.946,14.74,0.965,bicubic -fastvit_s12.apple_in1k,256,79.882,20.118,94.798,5.202,9.47,0.9,bicubic +fastvit_s12.apple_in1k,256,79.882,20.118,94.798,5.202,9.47,0.900,bicubic regnety_080.pycls_in1k,224,79.874,20.126,94.834,5.166,39.18,0.875,bicubic -resnet50.c2_in1k,224,79.868,20.132,94.862,5.138,25.56,0.95,bicubic -regnetz_b16.ra3_in1k,224,79.864,20.136,94.982,5.018,9.72,0.94,bicubic -resnet50.ra_in1k,288,79.864,20.136,94.97,5.03,25.56,0.95,bicubic -levit_conv_192.fb_dist_in1k,224,79.86,20.14,94.802,5.198,10.95,0.9,bicubic -levit_192.fb_dist_in1k,224,79.858,20.142,94.808,5.192,10.95,0.9,bicubic -deit_small_patch16_224.fb_in1k,224,79.856,20.144,95.056,4.944,22.05,0.9,bicubic +resnet50.c2_in1k,224,79.868,20.132,94.862,5.138,25.56,0.950,bicubic +regnetz_b16.ra3_in1k,224,79.864,20.136,94.982,5.018,9.72,0.940,bicubic +resnet50.ra_in1k,288,79.864,20.136,94.970,5.030,25.56,0.950,bicubic +levit_conv_192.fb_dist_in1k,224,79.860,20.140,94.802,5.198,10.95,0.900,bicubic +levit_192.fb_dist_in1k,224,79.858,20.142,94.808,5.192,10.95,0.900,bicubic +deit_small_patch16_224.fb_in1k,224,79.856,20.144,95.056,4.944,22.05,0.900,bicubic regnetx_160.pycls_in1k,224,79.844,20.156,94.852,5.148,54.28,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,79.836,20.164,95.192,4.808,9.72,1.0,bicubic -resnet101.a3_in1k,224,79.836,20.164,94.608,5.392,44.55,0.95,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,256,79.836,20.164,95.192,4.808,9.72,1.000,bicubic dpn131.mx_in1k,224,79.836,20.164,94.708,5.292,79.25,0.875,bicubic -resnet50.a2_in1k,224,79.828,20.172,94.56,5.44,25.56,0.95,bicubic -tf_efficientnet_lite3.in1k,300,79.808,20.192,94.908,5.092,8.2,0.904,bilinear -resnext50_32x4d.ra_in1k,224,79.8,20.2,94.608,5.392,25.03,0.875,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,79.792,20.208,94.902,5.098,21.82,1.0,bicubic +resnet101.a3_in1k,224,79.836,20.164,94.608,5.392,44.55,0.950,bicubic +resnet50.a2_in1k,224,79.828,20.172,94.560,5.440,25.56,0.950,bicubic +tf_efficientnet_lite3.in1k,300,79.808,20.192,94.908,5.092,8.20,0.904,bilinear +resnext50_32x4d.ra_in1k,224,79.800,20.200,94.608,5.392,25.03,0.875,bicubic +resnetv2_34d.ra4_e3600_r384_in1k,384,79.792,20.208,94.902,5.098,21.82,1.000,bicubic resmlp_36_224.fb_in1k,224,79.772,20.228,94.888,5.112,44.69,0.875,bicubic -resnet50.c1_in1k,224,79.766,20.234,94.954,5.046,25.56,0.95,bicubic -gcvit_xxtiny.in1k,224,79.756,20.244,95.058,4.942,12.0,0.875,bicubic +resnet50.c1_in1k,224,79.766,20.234,94.954,5.046,25.56,0.950,bicubic +gcvit_xxtiny.in1k,224,79.756,20.244,95.058,4.942,12.00,0.875,bicubic darknetaa53.c2ns_in1k,256,79.754,20.246,94.904,5.096,36.02,0.887,bilinear -cait_xxs36_224.fb_dist_in1k,224,79.75,20.25,94.866,5.134,17.3,1.0,bicubic -efficientvit_b1.r256_in1k,256,79.734,20.266,94.786,5.214,9.1,1.0,bicubic +cait_xxs36_224.fb_dist_in1k,224,79.750,20.250,94.866,5.134,17.30,1.000,bicubic +efficientvit_b1.r256_in1k,256,79.734,20.266,94.786,5.214,9.10,1.000,bicubic regnety_064.pycls_in1k,224,79.734,20.266,94.768,5.232,30.58,0.875,bicubic ecaresnet50d_pruned.miil_in1k,224,79.714,20.286,94.862,5.138,19.94,0.875,bicubic -resnet152.gluon_in1k,224,79.712,20.288,94.72,5.28,60.19,0.875,bicubic -resnet33ts.ra2_in1k,288,79.71,20.29,94.818,5.182,19.68,1.0,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,79.71,20.29,95.058,4.942,6.71,1.0,bicubic -efficientformerv2_s1.snap_dist_in1k,224,79.684,20.316,94.712,5.288,6.19,0.95,bicubic -fbnetv3_d.ra2_in1k,256,79.682,20.318,94.952,5.048,10.31,0.95,bilinear +resnet152.gluon_in1k,224,79.712,20.288,94.720,5.280,60.19,0.875,bicubic +xcit_tiny_12_p8_224.fb_in1k,224,79.710,20.290,95.058,4.942,6.71,1.000,bicubic +resnet33ts.ra2_in1k,288,79.710,20.290,94.818,5.182,19.68,1.000,bicubic +efficientformerv2_s1.snap_dist_in1k,224,79.684,20.316,94.712,5.288,6.19,0.950,bicubic +fbnetv3_d.ra2_in1k,256,79.682,20.318,94.952,5.048,10.31,0.950,bilinear mobilevitv2_125.cvnets_in1k,256,79.682,20.318,94.844,5.156,7.48,0.888,bicubic resnext50d_32x4d.bt_in1k,224,79.672,20.328,94.878,5.122,25.05,0.875,bicubic dpn98.mx_in1k,224,79.664,20.336,94.644,5.356,61.57,0.875,bicubic -resnet50.bt_in1k,288,79.652,20.348,94.908,5.092,25.56,0.95,bicubic +resnet50.bt_in1k,288,79.652,20.348,94.908,5.092,25.56,0.950,bicubic gmlp_s16_224.ra3_in1k,224,79.652,20.348,94.624,5.376,19.42,0.875,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,79.614,20.386,94.76,5.24,21.82,1.0,bicubic -tf_efficientnet_b2.in1k,260,79.612,20.388,94.714,5.286,9.11,0.89,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,288,79.614,20.386,94.760,5.240,21.82,1.000,bicubic +tf_efficientnet_b2.in1k,260,79.612,20.388,94.714,5.286,9.11,0.890,bicubic regnetx_120.pycls_in1k,224,79.608,20.392,94.734,5.266,46.11,0.875,bicubic -edgenext_small_rw.sw_in1k,256,79.596,20.404,94.518,5.482,7.83,0.9,bicubic +edgenext_small_rw.sw_in1k,256,79.596,20.404,94.518,5.482,7.83,0.900,bicubic cspresnet50.ra_in1k,256,79.578,20.422,94.698,5.302,21.62,0.887,bilinear -resnet50.b1k_in1k,224,79.564,20.436,94.622,5.378,25.56,0.95,bicubic +resnet50.b1k_in1k,224,79.564,20.436,94.622,5.378,25.56,0.950,bicubic xception65.tf_in1k,299,79.558,20.442,94.656,5.344,39.92,0.903,bicubic -ecaresnet50t.a3_in1k,224,79.548,20.452,94.71,5.29,25.57,0.95,bicubic +ecaresnet50t.a3_in1k,224,79.548,20.452,94.710,5.290,25.57,0.950,bicubic +convnext_pico_ols.d1_in1k,224,79.542,20.458,94.706,5.294,9.06,0.950,bicubic resnet101c.gluon_in1k,224,79.542,20.458,94.588,5.412,44.57,0.875,bicubic -convnext_pico_ols.d1_in1k,224,79.542,20.458,94.706,5.294,9.06,0.95,bicubic -eca_halonext26ts.c1_in1k,256,79.518,20.482,94.582,5.418,10.76,0.94,bicubic -tf_efficientnetv2_b1.in1k,240,79.518,20.482,94.71,5.29,8.14,0.882,bicubic +tf_efficientnetv2_b1.in1k,240,79.518,20.482,94.710,5.290,8.14,0.882,bicubic +eca_halonext26ts.c1_in1k,256,79.518,20.482,94.582,5.418,10.76,0.940,bicubic convnext_pico.d1_in1k,224,79.516,20.484,94.554,5.446,9.05,0.875,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,79.508,20.492,94.11,5.89,119.42,0.9,bicubic -rexnet_130.nav_in1k,224,79.492,20.508,94.68,5.32,7.56,0.875,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,79.474,20.526,94.878,5.122,12.12,1.0,bicubic +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,79.508,20.492,94.110,5.890,119.42,0.900,bicubic +rexnet_130.nav_in1k,224,79.492,20.508,94.680,5.320,7.56,0.875,bicubic +xcit_tiny_24_p16_224.fb_in1k,224,79.474,20.526,94.878,5.122,12.12,1.000,bicubic hrnet_w64.ms_in1k,224,79.458,20.542,94.646,5.354,128.06,0.875,bilinear dla102x2.in1k,224,79.448,20.552,94.654,5.346,41.28,0.875,bilinear -mobileone_s4.apple_in1k,224,79.446,20.554,94.49,5.51,14.95,0.9,bilinear -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,79.446,20.554,94.92,5.08,9.72,0.95,bicubic -regnetx_016.tv2_in1k,224,79.44,20.56,94.768,5.232,9.19,0.965,bicubic -resnet50.tv2_in1k,176,79.434,20.566,94.64,5.36,25.56,0.875,bilinear -repvgg_b2g4.rvgg_in1k,224,79.396,20.604,94.68,5.32,61.76,0.875,bilinear -resnet50.b2k_in1k,224,79.388,20.612,94.58,5.42,25.56,0.95,bicubic -resnet32ts.ra2_in1k,288,79.388,20.612,94.676,5.324,17.96,1.0,bicubic +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,79.446,20.554,94.920,5.080,9.72,0.950,bicubic +mobileone_s4.apple_in1k,224,79.446,20.554,94.490,5.510,14.95,0.900,bilinear +regnetx_016.tv2_in1k,224,79.440,20.560,94.768,5.232,9.19,0.965,bicubic +resnet50.tv2_in1k,176,79.434,20.566,94.640,5.360,25.56,0.875,bilinear +repvgg_b2g4.rvgg_in1k,224,79.396,20.604,94.680,5.320,61.76,0.875,bilinear +resnet32ts.ra2_in1k,288,79.388,20.612,94.676,5.324,17.96,1.000,bicubic +resnet50.b2k_in1k,224,79.388,20.612,94.580,5.420,25.56,0.950,bicubic resnext50_32x4d.tv2_in1k,176,79.384,20.616,94.302,5.698,25.03,0.875,bilinear -resmlp_24_224.fb_in1k,224,79.38,20.62,94.55,5.45,30.02,0.875,bicubic -nf_regnet_b1.ra2_in1k,288,79.368,20.632,94.726,5.274,10.22,0.9,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,79.364,20.636,94.754,5.246,5.29,1.0,bicubic -shvit_s4.in1k,256,79.362,20.638,94.37,5.63,16.59,0.875,bicubic +resmlp_24_224.fb_in1k,224,79.380,20.620,94.550,5.450,30.02,0.875,bicubic +nf_regnet_b1.ra2_in1k,288,79.368,20.632,94.726,5.274,10.22,0.900,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,256,79.364,20.636,94.754,5.246,5.29,1.000,bicubic +shvit_s4.in1k,256,79.362,20.638,94.370,5.630,16.59,0.875,bicubic resnext50_32x4d.gluon_in1k,224,79.354,20.646,94.424,5.576,25.03,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,288,79.342,20.658,94.59,5.41,5.23,0.95,bicubic -dpn68b.ra_in1k,288,79.342,20.658,94.43,5.57,12.61,1.0,bicubic +convnextv2_femto.fcmae_ft_in1k,288,79.342,20.658,94.590,5.410,5.23,0.950,bicubic +dpn68b.ra_in1k,288,79.342,20.658,94.430,5.570,12.61,1.000,bicubic hrnet_w48.ms_in1k,224,79.328,20.672,94.516,5.484,77.47,0.875,bilinear efficientnet_b2.ra_in1k,256,79.324,20.676,94.582,5.418,9.11,0.875,bicubic tf_efficientnet_cc_b1_8e.in1k,240,79.318,20.682,94.384,5.616,39.72,0.882,bicubic ese_vovnet39b.ra_in1k,224,79.312,20.688,94.722,5.278,24.57,0.875,bicubic -resnext101_32x8d.tv_in1k,224,79.308,20.692,94.53,5.47,88.79,0.875,bilinear -resnet101.gluon_in1k,224,79.306,20.694,94.538,5.462,44.55,0.875,bicubic +resnext101_32x8d.tv_in1k,224,79.308,20.692,94.530,5.470,88.79,0.875,bilinear resnetblur50.bt_in1k,224,79.306,20.694,94.632,5.368,25.56,0.875,bicubic +resnet101.gluon_in1k,224,79.306,20.694,94.538,5.462,44.55,0.875,bicubic tf_efficientnet_b1.ap_in1k,240,79.288,20.712,94.316,5.684,7.79,0.882,bicubic -fastvit_t12.apple_in1k,256,79.276,20.724,94.57,5.43,7.55,0.9,bicubic -resnet50.a1h_in1k,176,79.264,20.736,94.498,5.502,25.56,0.9,bicubic -eca_botnext26ts_256.c1_in1k,256,79.262,20.738,94.6,5.4,10.59,0.95,bicubic -resnext50_32x4d.a3_in1k,224,79.258,20.742,94.308,5.692,25.03,0.95,bicubic -botnet26t_256.c1_in1k,256,79.256,20.744,94.528,5.472,12.49,0.95,bicubic -efficientnet_em.ra2_in1k,240,79.256,20.744,94.794,5.206,6.9,0.882,bicubic -efficientvit_b1.r224_in1k,224,79.254,20.746,94.3,5.7,9.1,0.95,bicubic +fastvit_t12.apple_in1k,256,79.276,20.724,94.570,5.430,7.55,0.900,bicubic +resnet50.a1h_in1k,176,79.264,20.736,94.498,5.502,25.56,0.900,bicubic +eca_botnext26ts_256.c1_in1k,256,79.262,20.738,94.600,5.400,10.59,0.950,bicubic +resnext50_32x4d.a3_in1k,224,79.258,20.742,94.308,5.692,25.03,0.950,bicubic +efficientnet_em.ra2_in1k,240,79.256,20.744,94.794,5.206,6.90,0.882,bicubic +botnet26t_256.c1_in1k,256,79.256,20.744,94.528,5.472,12.49,0.950,bicubic +efficientvit_b1.r224_in1k,224,79.254,20.746,94.300,5.700,9.10,0.950,bicubic resnet50.fb_ssl_yfcc100m_ft_in1k,224,79.252,20.748,94.826,5.174,25.56,0.875,bilinear regnety_040.pycls_in1k,224,79.246,20.754,94.666,5.334,20.65,0.875,bicubic -resnet33ts.ra2_in1k,256,79.216,20.784,94.576,5.424,19.68,0.9,bicubic +resnet33ts.ra2_in1k,256,79.216,20.784,94.576,5.424,19.68,0.900,bicubic regnetx_080.pycls_in1k,224,79.214,20.786,94.542,5.458,39.57,0.875,bicubic -tf_efficientnetv2_b2.in1k,208,79.208,20.792,94.602,5.398,10.1,0.89,bicubic -tiny_vit_5m_224.in1k,224,79.196,20.804,94.792,5.208,5.39,0.95,bicubic +tf_efficientnetv2_b2.in1k,208,79.208,20.792,94.602,5.398,10.10,0.890,bicubic +tiny_vit_5m_224.in1k,224,79.196,20.804,94.792,5.208,5.39,0.950,bicubic res2net101_26w_4s.in1k,224,79.192,20.808,94.466,5.534,45.21,0.875,bilinear -pit_xs_distilled_224.in1k,224,79.172,20.828,94.35,5.65,11.0,0.9,bicubic -vit_base_patch16_224.augreg_in1k,224,79.154,20.846,94.108,5.892,86.57,0.9,bicubic -fbnetv3_b.ra2_in1k,256,79.154,20.846,94.732,5.268,8.6,0.95,bilinear -halonet26t.a1h_in1k,256,79.134,20.866,94.34,5.66,12.48,0.95,bicubic -lambda_resnet26t.c1_in1k,256,79.126,20.874,94.554,5.446,10.96,0.94,bicubic -coat_lite_mini.in1k,224,79.104,20.896,94.606,5.394,11.01,0.9,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,79.092,20.908,94.788,5.212,9.72,0.95,bicubic -resnet50d.gluon_in1k,224,79.08,20.92,94.458,5.542,25.58,0.875,bicubic -legacy_seresnext50_32x4d.in1k,224,79.08,20.92,94.428,5.572,27.56,0.875,bilinear -resnetv2_34.ra4_e3600_r224_in1k,288,79.07,20.93,94.56,5.44,21.8,1.0,bicubic +pit_xs_distilled_224.in1k,224,79.172,20.828,94.350,5.650,11.00,0.900,bicubic +fbnetv3_b.ra2_in1k,256,79.154,20.846,94.732,5.268,8.60,0.950,bilinear +vit_base_patch16_224.augreg_in1k,224,79.154,20.846,94.108,5.892,86.57,0.900,bicubic +halonet26t.a1h_in1k,256,79.134,20.866,94.340,5.660,12.48,0.950,bicubic +lambda_resnet26t.c1_in1k,256,79.126,20.874,94.554,5.446,10.96,0.940,bicubic +coat_lite_mini.in1k,224,79.104,20.896,94.606,5.394,11.01,0.900,bicubic +mobilenetv4_conv_medium.e500_r224_in1k,224,79.092,20.908,94.788,5.212,9.72,0.950,bicubic +resnet50d.gluon_in1k,224,79.080,20.920,94.458,5.542,25.58,0.875,bicubic +legacy_seresnext50_32x4d.in1k,224,79.080,20.920,94.428,5.572,27.56,0.875,bilinear +resnetv2_34.ra4_e3600_r224_in1k,288,79.070,20.930,94.560,5.440,21.80,1.000,bicubic regnetx_064.pycls_in1k,224,79.062,20.938,94.468,5.532,26.21,0.875,bicubic -legacy_xception.tf_in1k,299,79.058,20.942,94.396,5.604,22.86,0.8975,bicubic -repvit_m0_9.dist_450e_in1k,224,79.058,20.942,94.388,5.612,5.49,0.95,bicubic -resnet32ts.ra2_in1k,256,79.054,20.946,94.368,5.632,17.96,0.9,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,288,79.05,20.95,94.89,5.11,6.34,1.0,bicubic +legacy_xception.tf_in1k,299,79.058,20.942,94.396,5.604,22.86,0.897,bicubic +repvit_m0_9.dist_450e_in1k,224,79.058,20.942,94.388,5.612,5.49,0.950,bicubic +resnet32ts.ra2_in1k,256,79.054,20.946,94.368,5.632,17.96,0.900,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,288,79.050,20.950,94.890,5.110,6.34,1.000,bicubic resnet50.ram_in1k,224,79.034,20.966,94.386,5.614,25.56,0.875,bicubic resnet50.am_in1k,224,79.004,20.996,94.392,5.608,25.56,0.875,bicubic -resnet34.ra4_e3600_r224_in1k,288,78.972,21.028,94.454,5.546,21.8,1.0,bicubic -mixnet_l.ft_in1k,224,78.97,21.03,94.18,5.82,7.33,0.875,bicubic -lambda_resnet26rpt_256.c1_in1k,256,78.96,21.04,94.42,5.58,10.99,0.94,bicubic -res2net50_26w_8s.in1k,224,78.95,21.05,94.28,5.72,48.4,0.875,bilinear -convnext_tiny.fb_in22k_ft_in1k,288,78.95,21.05,94.708,5.292,28.59,1.0,bicubic -hrnet_w40.ms_in1k,224,78.928,21.072,94.48,5.52,57.56,0.875,bilinear -convnext_femto_ols.d1_in1k,288,78.916,21.084,94.534,5.466,5.23,0.95,bicubic +resnet34.ra4_e3600_r224_in1k,288,78.972,21.028,94.454,5.546,21.80,1.000,bicubic +mixnet_l.ft_in1k,224,78.970,21.030,94.180,5.820,7.33,0.875,bicubic +lambda_resnet26rpt_256.c1_in1k,256,78.960,21.040,94.420,5.580,10.99,0.940,bicubic +convnext_tiny.fb_in22k_ft_in1k,288,78.950,21.050,94.708,5.292,28.59,1.000,bicubic +res2net50_26w_8s.in1k,224,78.950,21.050,94.280,5.720,48.40,0.875,bilinear +hrnet_w40.ms_in1k,224,78.928,21.072,94.480,5.520,57.56,0.875,bilinear +convnext_femto_ols.d1_in1k,288,78.916,21.084,94.534,5.466,5.23,0.950,bicubic regnety_032.pycls_in1k,224,78.902,21.098,94.426,5.574,19.44,0.875,bicubic -resnet152.a3_in1k,160,78.896,21.104,94.14,5.86,60.19,0.95,bicubic +resnet152.a3_in1k,160,78.896,21.104,94.140,5.860,60.19,0.950,bicubic ecaresnet26t.ra2_in1k,256,78.894,21.106,94.548,5.452,16.01,0.875,bicubic -hrnet_w44.ms_in1k,224,78.89,21.11,94.376,5.624,67.06,0.875,bilinear +hrnet_w44.ms_in1k,224,78.890,21.110,94.376,5.624,67.06,0.875,bilinear hgnetv2_b1.ssld_stage2_ft_in1k,224,78.884,21.116,94.484,5.516,6.34,0.965,bicubic -mambaout_femto.in1k,224,78.88,21.12,94.408,5.592,7.3,1.0,bicubic +mambaout_femto.in1k,224,78.880,21.120,94.408,5.592,7.30,1.000,bicubic wide_resnet101_2.tv_in1k,224,78.862,21.138,94.312,5.688,126.89,0.875,bilinear -vit_small_patch16_224.augreg_in1k,224,78.842,21.158,94.28,5.72,22.05,0.9,bicubic -tf_efficientnet_b1.aa_in1k,240,78.84,21.16,94.202,5.798,7.79,0.882,bicubic +vit_small_patch16_224.augreg_in1k,224,78.842,21.158,94.280,5.720,22.05,0.900,bicubic +tf_efficientnet_b1.aa_in1k,240,78.840,21.160,94.202,5.798,7.79,0.882,bicubic starnet_s4.in1k,224,78.824,21.176,94.296,5.704,7.48,0.875,bicubic -resnet50.ra_in1k,224,78.82,21.18,94.314,5.686,25.56,0.875,bicubic -seresnext26d_32x4d.bt_in1k,288,78.816,21.184,94.266,5.734,16.81,0.95,bicubic +resnet50.ra_in1k,224,78.820,21.180,94.314,5.686,25.56,0.875,bicubic +seresnext26d_32x4d.bt_in1k,288,78.816,21.184,94.266,5.734,16.81,0.950,bicubic inception_v3.gluon_in1k,299,78.806,21.194,94.372,5.628,23.83,0.875,bicubic -efficientnet_b1.ft_in1k,256,78.806,21.194,94.346,5.654,7.79,1.0,bicubic -repghostnet_200.in1k,224,78.802,21.198,94.332,5.668,9.8,0.875,bicubic +efficientnet_b1.ft_in1k,256,78.806,21.194,94.346,5.654,7.79,1.000,bicubic +repghostnet_200.in1k,224,78.802,21.198,94.332,5.668,9.80,0.875,bicubic repvgg_b2.rvgg_in1k,224,78.788,21.212,94.414,5.586,89.02,0.875,bilinear -tf_mixnet_l.in1k,224,78.774,21.226,94.0,6.0,7.33,0.875,bicubic -vit_base_patch32_384.augreg_in1k,384,78.75,21.25,94.238,5.762,88.3,1.0,bicubic -resnet50d.a3_in1k,224,78.742,21.258,94.236,5.764,25.58,0.95,bicubic -fasternet_t2.in1k,224,78.738,21.262,94.332,5.668,14.98,1.0,bicubic -seresnext26t_32x4d.bt_in1k,288,78.736,21.264,94.318,5.682,16.81,0.95,bicubic -convnext_femto.d1_in1k,288,78.712,21.288,94.436,5.564,5.22,0.95,bicubic -nf_regnet_b1.ra2_in1k,256,78.71,21.29,94.38,5.62,10.22,0.9,bicubic -resnet50s.gluon_in1k,224,78.71,21.29,94.248,5.752,25.68,0.875,bicubic +tf_mixnet_l.in1k,224,78.774,21.226,94.000,6.000,7.33,0.875,bicubic +vit_base_patch32_384.augreg_in1k,384,78.750,21.250,94.238,5.762,88.30,1.000,bicubic +resnet50d.a3_in1k,224,78.742,21.258,94.236,5.764,25.58,0.950,bicubic +fasternet_t2.in1k,224,78.738,21.262,94.332,5.668,14.98,1.000,bicubic +seresnext26t_32x4d.bt_in1k,288,78.736,21.264,94.318,5.682,16.81,0.950,bicubic +convnext_femto.d1_in1k,288,78.712,21.288,94.436,5.564,5.22,0.950,bicubic +nf_regnet_b1.ra2_in1k,256,78.710,21.290,94.380,5.620,10.22,0.900,bicubic +resnet50s.gluon_in1k,224,78.710,21.290,94.248,5.752,25.68,0.875,bicubic dla169.in1k,224,78.702,21.298,94.334,5.666,53.39,0.875,bilinear -pvt_v2_b1.in1k,224,78.698,21.302,94.49,5.51,14.01,0.9,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,78.68,21.32,94.372,5.628,5.29,0.875,bicubic -regnety_008_tv.tv2_in1k,224,78.672,21.328,94.38,5.62,6.43,0.965,bicubic -legacy_seresnet152.in1k,224,78.662,21.338,94.37,5.63,66.82,0.875,bilinear -fbnetv3_d.ra2_in1k,224,78.658,21.342,94.454,5.546,10.31,0.95,bilinear -repvit_m0_9.dist_300e_in1k,224,78.652,21.348,94.114,5.886,5.49,0.95,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,78.59,21.41,94.388,5.612,6.0,1.0,bicubic -res2net50_26w_6s.in1k,224,78.586,21.414,94.12,5.88,37.05,0.875,bilinear -xcit_tiny_12_p16_224.fb_dist_in1k,224,78.572,21.428,94.21,5.79,6.72,1.0,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,78.568,21.432,94.34,5.66,5.29,0.9,bicubic -xception41.tf_in1k,299,78.55,21.45,94.282,5.718,26.97,0.903,bicubic -dpn68b.ra_in1k,224,78.546,21.454,93.982,6.018,12.61,0.95,bicubic +pvt_v2_b1.in1k,224,78.698,21.302,94.490,5.510,14.01,0.900,bicubic +tf_efficientnet_b0.ns_jft_in1k,224,78.680,21.320,94.372,5.628,5.29,0.875,bicubic +regnety_008_tv.tv2_in1k,224,78.672,21.328,94.380,5.620,6.43,0.965,bicubic +legacy_seresnet152.in1k,224,78.662,21.338,94.370,5.630,66.82,0.875,bilinear +fbnetv3_d.ra2_in1k,224,78.658,21.342,94.454,5.546,10.31,0.950,bilinear +repvit_m0_9.dist_300e_in1k,224,78.652,21.348,94.114,5.886,5.49,0.950,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,288,78.590,21.410,94.388,5.612,6.00,1.000,bicubic +res2net50_26w_6s.in1k,224,78.586,21.414,94.120,5.880,37.05,0.875,bilinear +xcit_tiny_12_p16_224.fb_dist_in1k,224,78.572,21.428,94.210,5.790,6.72,1.000,bicubic +efficientnet_b0.ra4_e3600_r224_in1k,224,78.568,21.432,94.340,5.660,5.29,0.900,bicubic +xception41.tf_in1k,299,78.550,21.450,94.282,5.718,26.97,0.903,bicubic tf_efficientnet_b1.in1k,240,78.546,21.454,94.096,5.904,7.79,0.882,bicubic -repvit_m1.dist_in1k,224,78.542,21.458,94.082,5.918,5.49,0.95,bicubic +dpn68b.ra_in1k,224,78.546,21.454,93.982,6.018,12.61,0.950,bicubic +repvit_m1.dist_in1k,224,78.542,21.458,94.082,5.918,5.49,0.950,bicubic dla102x.in1k,224,78.516,21.484,94.226,5.774,26.31,0.875,bilinear -levit_conv_128.fb_dist_in1k,224,78.488,21.512,94.0,6.0,9.21,0.9,bicubic dla60_res2next.in1k,224,78.488,21.512,94.144,5.856,17.03,0.875,bilinear -wide_resnet50_2.tv_in1k,224,78.486,21.514,94.084,5.916,68.88,0.875,bilinear +levit_conv_128.fb_dist_in1k,224,78.488,21.512,94.000,6.000,9.21,0.900,bicubic regnetx_040.pycls_in1k,224,78.486,21.514,94.252,5.748,22.12,0.875,bicubic -levit_128.fb_dist_in1k,224,78.486,21.514,93.998,6.002,9.21,0.9,bicubic -dla60_res2net.in1k,224,78.48,21.52,94.204,5.796,20.85,0.875,bilinear -resnest26d.gluon_in1k,224,78.476,21.524,94.3,5.7,17.07,0.875,bilinear +wide_resnet50_2.tv_in1k,224,78.486,21.514,94.084,5.916,68.88,0.875,bilinear +levit_128.fb_dist_in1k,224,78.486,21.514,93.998,6.002,9.21,0.900,bicubic +dla60_res2net.in1k,224,78.480,21.520,94.204,5.796,20.85,0.875,bilinear +resnest26d.gluon_in1k,224,78.476,21.524,94.300,5.700,17.07,0.875,bilinear convnextv2_femto.fcmae_ft_in1k,224,78.476,21.524,93.984,6.016,5.23,0.875,bicubic -swiftformer_s.dist_in1k,224,78.462,21.538,93.98,6.02,6.09,0.95,bicubic +swiftformer_s.dist_in1k,224,78.462,21.538,93.980,6.020,6.09,0.950,bicubic hrnet_w32.ms_in1k,224,78.452,21.548,94.184,5.816,41.23,0.875,bilinear resnet50.bt_in1k,224,78.444,21.556,94.274,5.726,25.56,0.875,bicubic -coat_tiny.in1k,224,78.442,21.558,94.044,5.956,5.5,0.9,bicubic -resnet34d.ra2_in1k,288,78.44,21.56,94.348,5.652,21.82,0.95,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,78.438,21.562,94.542,5.458,5.79,1.0,bicubic -gcresnext26ts.ch_in1k,288,78.436,21.564,94.028,5.972,10.48,1.0,bicubic -selecsls60b.in1k,224,78.41,21.59,94.166,5.834,32.77,0.875,bicubic -cait_xxs24_224.fb_dist_in1k,224,78.4,21.6,94.326,5.674,11.96,1.0,bicubic +coat_tiny.in1k,224,78.442,21.558,94.044,5.956,5.50,0.900,bicubic +resnet34d.ra2_in1k,288,78.440,21.560,94.348,5.652,21.82,0.950,bicubic +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,78.438,21.562,94.542,5.458,5.79,1.000,bicubic +gcresnext26ts.ch_in1k,288,78.436,21.564,94.028,5.972,10.48,1.000,bicubic +selecsls60b.in1k,224,78.410,21.590,94.166,5.834,32.77,0.875,bicubic +cait_xxs24_224.fb_dist_in1k,224,78.400,21.600,94.326,5.674,11.96,1.000,bicubic tf_efficientnetv2_b0.in1k,224,78.386,21.614,94.034,5.966,7.14,0.875,bicubic -repvgg_b1.rvgg_in1k,224,78.37,21.63,94.106,5.894,57.42,0.875,bilinear -legacy_seresnet101.in1k,224,78.37,21.63,94.264,5.736,49.33,0.875,bilinear -resnet152.tv_in1k,224,78.33,21.67,94.046,5.954,60.19,0.875,bilinear -resnet26t.ra2_in1k,320,78.33,21.67,94.136,5.864,16.01,1.0,bicubic -mobilevit_s.cvnets_in1k,256,78.298,21.702,94.168,5.832,5.58,0.9,bicubic -seresnext26ts.ch_in1k,288,78.292,21.708,94.076,5.924,10.39,1.0,bicubic -bat_resnext26ts.ch_in1k,256,78.28,21.72,94.114,5.886,10.73,0.9,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,224,78.27,21.73,93.95,6.05,21.82,0.9,bicubic -efficientnet_b1_pruned.in1k,240,78.252,21.748,93.82,6.18,6.33,0.882,bicubic +legacy_seresnet101.in1k,224,78.370,21.630,94.264,5.736,49.33,0.875,bilinear +repvgg_b1.rvgg_in1k,224,78.370,21.630,94.106,5.894,57.42,0.875,bilinear +resnet26t.ra2_in1k,320,78.330,21.670,94.136,5.864,16.01,1.000,bicubic +resnet152.tv_in1k,224,78.330,21.670,94.046,5.954,60.19,0.875,bilinear +mobilevit_s.cvnets_in1k,256,78.298,21.702,94.168,5.832,5.58,0.900,bicubic +seresnext26ts.ch_in1k,288,78.292,21.708,94.076,5.924,10.39,1.000,bicubic +bat_resnext26ts.ch_in1k,256,78.280,21.720,94.114,5.886,10.73,0.900,bicubic +resnetv2_34d.ra4_e3600_r224_in1k,224,78.270,21.730,93.950,6.050,21.82,0.900,bicubic +efficientnet_b1_pruned.in1k,240,78.252,21.748,93.820,6.180,6.33,0.882,bicubic res2next50.in1k,224,78.238,21.762,93.904,6.096,24.67,0.875,bilinear dla60x.in1k,224,78.234,21.766,94.022,5.978,17.35,0.875,bilinear -hrnet_w30.ms_in1k,224,78.202,21.798,94.22,5.78,37.71,0.875,bilinear -hrnet_w18_small_v2.gluon_in1k,224,78.202,21.798,93.906,6.094,15.6,0.875,bicubic -pit_xs_224.in1k,224,78.196,21.804,94.156,5.844,10.62,0.9,bicubic -fbnetv3_b.ra2_in1k,224,78.184,21.816,94.238,5.762,8.6,0.95,bilinear -regnetx_032.pycls_in1k,224,78.16,21.84,94.088,5.912,15.3,0.875,bicubic -visformer_tiny.in1k,224,78.16,21.84,94.164,5.836,10.32,0.9,bicubic +hrnet_w30.ms_in1k,224,78.202,21.798,94.220,5.780,37.71,0.875,bilinear +hrnet_w18_small_v2.gluon_in1k,224,78.202,21.798,93.906,6.094,15.60,0.875,bicubic +pit_xs_224.in1k,224,78.196,21.804,94.156,5.844,10.62,0.900,bicubic +fbnetv3_b.ra2_in1k,224,78.184,21.816,94.238,5.762,8.60,0.950,bilinear +visformer_tiny.in1k,224,78.160,21.840,94.164,5.836,10.32,0.900,bicubic +regnetx_032.pycls_in1k,224,78.160,21.840,94.088,5.912,15.30,0.875,bicubic res2net50_14w_8s.in1k,224,78.142,21.858,93.852,6.148,25.06,0.875,bilinear -tf_efficientnet_em.in1k,240,78.128,21.872,94.052,5.948,6.9,0.882,bicubic -hrnet_w18.ms_aug_in1k,224,78.11,21.89,94.062,5.938,21.3,0.95,bilinear -efficientnet_es.ra_in1k,224,78.1,21.9,93.928,6.072,5.44,0.875,bicubic -hardcorenas_f.miil_green_in1k,224,78.1,21.9,93.8,6.2,8.2,0.875,bilinear -mobilevitv2_100.cvnets_in1k,256,78.088,21.912,94.17,5.83,4.9,0.888,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,78.08,21.92,94.172,5.828,6.34,0.965,bicubic -resnet50.a3_in1k,224,78.052,21.948,93.78,6.22,25.56,0.95,bicubic +tf_efficientnet_em.in1k,240,78.128,21.872,94.052,5.948,6.90,0.882,bicubic +hrnet_w18.ms_aug_in1k,224,78.110,21.890,94.062,5.938,21.30,0.950,bilinear +efficientnet_es.ra_in1k,224,78.100,21.900,93.928,6.072,5.44,0.875,bicubic +hardcorenas_f.miil_green_in1k,224,78.100,21.900,93.800,6.200,8.20,0.875,bilinear +mobilevitv2_100.cvnets_in1k,256,78.088,21.912,94.170,5.830,4.90,0.888,bicubic +hgnetv2_b1.ssld_stage1_in22k_in1k,224,78.080,21.920,94.172,5.828,6.34,0.965,bicubic +resnet50.a3_in1k,224,78.052,21.948,93.780,6.220,25.56,0.950,bicubic gmixer_24_224.ra3_in1k,224,78.048,21.952,93.654,6.346,24.72,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,78.038,21.962,94.244,5.756,6.0,1.0,bicubic -eca_resnext26ts.ch_in1k,288,78.02,21.98,93.932,6.068,10.3,1.0,bicubic -dla102.in1k,224,78.016,21.984,93.952,6.048,33.27,0.875,bilinear +hgnetv2_b0.ssld_stage1_in22k_in1k,288,78.038,21.962,94.244,5.756,6.00,1.000,bicubic +eca_resnext26ts.ch_in1k,288,78.020,21.980,93.932,6.068,10.30,1.000,bicubic resnet50c.gluon_in1k,224,78.016,21.984,93.994,6.006,25.58,0.875,bicubic -poolformerv2_s12.sail_in1k,224,78.008,21.992,93.864,6.136,11.89,1.0,bicubic -mobileone_s3.apple_in1k,224,78.002,21.998,93.864,6.136,10.17,0.9,bilinear -res2net50_26w_4s.in1k,224,77.994,22.006,93.86,6.14,25.7,0.875,bilinear -seresnext26t_32x4d.bt_in1k,224,77.98,22.02,93.75,6.25,16.81,0.875,bicubic +dla102.in1k,224,78.016,21.984,93.952,6.048,33.27,0.875,bilinear +poolformerv2_s12.sail_in1k,224,78.008,21.992,93.864,6.136,11.89,1.000,bicubic +mobileone_s3.apple_in1k,224,78.002,21.998,93.864,6.136,10.17,0.900,bilinear +res2net50_26w_4s.in1k,224,77.994,22.006,93.860,6.140,25.70,0.875,bilinear +seresnext26t_32x4d.bt_in1k,224,77.980,22.020,93.750,6.250,16.81,0.875,bicubic selecsls60.in1k,224,77.974,22.026,93.822,6.178,30.67,0.875,bicubic tf_efficientnet_cc_b0_8e.in1k,224,77.956,22.044,93.638,6.362,24.01,0.875,bicubic -resmlp_12_224.fb_distilled_in1k,224,77.948,22.052,93.57,6.43,15.35,0.875,bicubic +resmlp_12_224.fb_distilled_in1k,224,77.948,22.052,93.570,6.430,15.35,0.875,bicubic tf_efficientnetv2_b1.in1k,192,77.934,22.066,93.822,6.178,8.14,0.882,bicubic -resnet34.a1_in1k,288,77.93,22.07,93.758,6.242,21.8,1.0,bicubic -resnet101.a3_in1k,160,77.928,22.072,93.686,6.314,44.55,0.95,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,77.92,22.08,92.894,7.106,5.48,0.875,bilinear -regnety_016.pycls_in1k,224,77.88,22.12,93.726,6.274,11.2,0.875,bicubic -resnet26t.ra2_in1k,256,77.878,22.122,93.838,6.162,16.01,0.94,bicubic +resnet34.a1_in1k,288,77.930,22.070,93.758,6.242,21.80,1.000,bicubic +resnet101.a3_in1k,160,77.928,22.072,93.686,6.314,44.55,0.950,bicubic +mobilenetv3_large_100.miil_in21k_ft_in1k,224,77.920,22.080,92.894,7.106,5.48,0.875,bilinear +regnety_016.pycls_in1k,224,77.880,22.120,93.726,6.274,11.20,0.875,bicubic +resnet26t.ra2_in1k,256,77.878,22.122,93.838,6.162,16.01,0.940,bicubic inception_v3.tf_in1k,299,77.866,22.134,93.644,6.356,23.83,0.875,bicubic -rexnet_100.nav_in1k,224,77.862,22.138,93.89,6.11,4.8,0.875,bicubic -seresnext26ts.ch_in1k,256,77.86,22.14,93.79,6.21,10.39,0.9,bicubic -resnetrs50.tf_in1k,160,77.858,22.142,93.81,6.19,35.69,0.91,bicubic +rexnet_100.nav_in1k,224,77.862,22.138,93.890,6.110,4.80,0.875,bicubic +seresnext26ts.ch_in1k,256,77.860,22.140,93.790,6.210,10.39,0.900,bicubic +resnetrs50.tf_in1k,160,77.858,22.142,93.810,6.190,35.69,0.910,bicubic convnext_femto_ols.d1_in1k,224,77.852,22.148,93.826,6.174,5.23,0.875,bicubic ghostnetv2_160.in1k,224,77.836,22.164,93.948,6.052,12.39,0.875,bicubic -gcresnext26ts.ch_in1k,256,77.81,22.19,93.816,6.184,10.48,0.9,bicubic -xcit_nano_12_p8_384.fb_dist_in1k,384,77.81,22.19,94.036,5.964,3.05,1.0,bicubic -convnextv2_atto.fcmae_ft_in1k,288,77.794,22.206,93.728,6.272,3.71,0.95,bicubic +xcit_nano_12_p8_384.fb_dist_in1k,384,77.810,22.190,94.036,5.964,3.05,1.000,bicubic +gcresnext26ts.ch_in1k,256,77.810,22.190,93.816,6.184,10.48,0.900,bicubic +convnextv2_atto.fcmae_ft_in1k,288,77.794,22.206,93.728,6.272,3.71,0.950,bicubic +ese_vovnet19b_dw.ra_in1k,288,77.788,22.212,93.772,6.228,6.54,0.950,bicubic hardcorenas_e.miil_green_in1k,224,77.788,22.212,93.692,6.308,8.07,0.875,bilinear -ese_vovnet19b_dw.ra_in1k,288,77.788,22.212,93.772,6.228,6.54,0.95,bicubic -ecaresnet50t.a3_in1k,160,77.786,22.214,93.62,6.38,25.57,0.95,bicubic -resnext50_32x4d.a3_in1k,160,77.732,22.268,93.314,6.686,25.03,0.95,bicubic +ecaresnet50t.a3_in1k,160,77.786,22.214,93.620,6.380,25.57,0.950,bicubic +resnext50_32x4d.a3_in1k,160,77.732,22.268,93.314,6.686,25.03,0.950,bicubic efficientnet_b0.ra_in1k,224,77.698,22.302,93.538,6.462,5.29,0.875,bicubic tinynet_a.in1k,192,77.666,22.334,93.532,6.468,6.19,0.875,bicubic -legacy_seresnet50.in1k,224,77.65,22.35,93.732,6.268,28.09,0.875,bilinear -cs3darknet_m.c2ns_in1k,288,77.636,22.364,94.016,5.984,9.31,0.95,bicubic +legacy_seresnet50.in1k,224,77.650,22.350,93.732,6.268,28.09,0.875,bilinear +cs3darknet_m.c2ns_in1k,288,77.636,22.364,94.016,5.984,9.31,0.950,bicubic resnext50_32x4d.tv_in1k,224,77.632,22.368,93.674,6.326,25.03,0.875,bilinear -resnetv2_34.ra4_e3600_r224_in1k,224,77.626,22.374,93.518,6.482,21.8,0.9,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,77.612,22.388,93.754,6.246,6.27,1.0,bicubic +resnetv2_34.ra4_e3600_r224_in1k,224,77.626,22.374,93.518,6.482,21.80,0.900,bicubic +mobilenetv1_125.ra4_e3600_r224_in1k,256,77.612,22.388,93.754,6.246,6.27,1.000,bicubic repvgg_b1g4.rvgg_in1k,224,77.608,22.392,93.846,6.154,39.97,0.875,bilinear inception_v3.tf_adv_in1k,299,77.598,22.402,93.726,6.274,23.83,0.875,bicubic efficientnet_b1.ft_in1k,224,77.592,22.408,93.636,6.364,7.79,0.875,bicubic seresnext26d_32x4d.bt_in1k,224,77.592,22.408,93.614,6.386,16.81,0.875,bicubic -resnet50.gluon_in1k,224,77.58,22.42,93.704,6.296,25.56,0.875,bicubic -coat_lite_tiny.in1k,224,77.548,22.452,93.924,6.076,5.72,0.9,bicubic +resnet50.gluon_in1k,224,77.580,22.420,93.704,6.296,25.56,0.875,bicubic +coat_lite_tiny.in1k,224,77.548,22.452,93.924,6.076,5.72,0.900,bicubic res2net50_48w_2s.in1k,224,77.528,22.472,93.562,6.438,25.29,0.875,bilinear -mobileone_s2.apple_in1k,224,77.504,22.496,93.664,6.336,7.88,0.9,bilinear +mobileone_s2.apple_in1k,224,77.504,22.496,93.664,6.336,7.88,0.900,bilinear convnext_femto.d1_in1k,224,77.498,22.502,93.678,6.322,5.22,0.875,bicubic dpn68b.mx_in1k,224,77.494,22.506,93.834,6.166,12.61,0.875,bicubic -resnet34.ra4_e3600_r224_in1k,224,77.492,22.508,93.498,6.502,21.8,0.9,bicubic +resnet34.ra4_e3600_r224_in1k,224,77.492,22.508,93.498,6.502,21.80,0.900,bicubic repghostnet_150.in1k,224,77.474,22.526,93.496,6.504,6.58,0.875,bicubic inception_v3.tv_in1k,299,77.472,22.528,93.468,6.532,23.83,0.875,bicubic -tf_efficientnet_lite2.in1k,260,77.47,22.53,93.756,6.244,6.09,0.89,bicubic -hardcorenas_d.miil_green_in1k,224,77.45,22.55,93.48,6.52,7.5,0.875,bilinear -eca_resnext26ts.ch_in1k,256,77.446,22.554,93.574,6.426,10.3,0.9,bicubic -resnet26d.bt_in1k,288,77.422,22.578,93.634,6.366,16.01,0.95,bicubic +tf_efficientnet_lite2.in1k,260,77.470,22.530,93.756,6.244,6.09,0.890,bicubic +hardcorenas_d.miil_green_in1k,224,77.450,22.550,93.480,6.520,7.50,0.875,bilinear +eca_resnext26ts.ch_in1k,256,77.446,22.554,93.574,6.426,10.30,0.900,bicubic +resnet26d.bt_in1k,288,77.422,22.578,93.634,6.366,16.01,0.950,bicubic resnet101.tv_in1k,224,77.404,22.596,93.552,6.448,44.55,0.875,bilinear densenet161.tv_in1k,224,77.384,22.616,93.656,6.344,28.68,0.875,bicubic starnet_s3.in1k,224,77.378,22.622,93.616,6.384,5.75,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,77.362,22.638,93.808,6.192,6.0,0.965,bicubic -shvit_s3.in1k,224,77.356,22.644,93.31,6.69,14.25,0.875,bicubic +hgnetv2_b0.ssld_stage2_ft_in1k,224,77.362,22.638,93.808,6.192,6.00,0.965,bicubic +shvit_s3.in1k,224,77.356,22.644,93.310,6.690,14.25,0.875,bicubic tf_efficientnet_cc_b0_4e.in1k,224,77.324,22.676,93.334,6.666,13.31,0.875,bicubic -densenetblur121d.ra_in1k,288,77.32,22.68,93.796,6.204,8.0,0.95,bicubic -mobilenetv2_120d.ra_in1k,224,77.3,22.7,93.516,6.484,5.83,0.875,bicubic +densenetblur121d.ra_in1k,288,77.320,22.680,93.796,6.204,8.00,0.950,bicubic +mobilenetv2_120d.ra_in1k,224,77.300,22.700,93.516,6.484,5.83,0.875,bicubic regnetx_008.tv2_in1k,224,77.294,22.706,93.664,6.336,7.26,0.965,bicubic -cs3darknet_focus_m.c2ns_in1k,288,77.286,22.714,93.966,6.034,9.3,0.95,bicubic -densenet201.tv_in1k,224,77.284,22.716,93.48,6.52,20.01,0.875,bicubic +cs3darknet_focus_m.c2ns_in1k,288,77.286,22.714,93.966,6.034,9.30,0.950,bicubic +densenet201.tv_in1k,224,77.284,22.716,93.480,6.520,20.01,0.875,bicubic mixnet_m.ft_in1k,224,77.268,22.732,93.418,6.582,5.01,0.875,bicubic -poolformer_s12.sail_in1k,224,77.238,22.762,93.538,6.462,11.92,0.9,bicubic -resnet50d.a3_in1k,160,77.222,22.778,93.256,6.744,25.58,0.95,bicubic -convnext_atto_ols.a2_in1k,288,77.22,22.78,93.7,6.3,3.7,0.95,bicubic -resnext26ts.ra2_in1k,288,77.186,22.814,93.47,6.53,10.3,1.0,bicubic -selecsls42b.in1k,224,77.184,22.816,93.39,6.61,32.46,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,77.182,22.818,93.328,6.672,5.48,1.0,bicubic -fastvit_t8.apple_dist_in1k,256,77.17,22.83,93.274,6.726,4.03,0.9,bicubic -resnet34.a2_in1k,288,77.15,22.85,93.288,6.712,21.8,1.0,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,77.122,22.878,93.728,6.272,6.72,1.0,bicubic +poolformer_s12.sail_in1k,224,77.238,22.762,93.538,6.462,11.92,0.900,bicubic +resnet50d.a3_in1k,160,77.222,22.778,93.256,6.744,25.58,0.950,bicubic +convnext_atto_ols.a2_in1k,288,77.220,22.780,93.700,6.300,3.70,0.950,bicubic +resnext26ts.ra2_in1k,288,77.186,22.814,93.470,6.530,10.30,1.000,bicubic +selecsls42b.in1k,224,77.184,22.816,93.390,6.610,32.46,0.875,bicubic +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,77.182,22.818,93.328,6.672,5.48,1.000,bicubic +fastvit_t8.apple_dist_in1k,256,77.170,22.830,93.274,6.726,4.03,0.900,bicubic +resnet34.a2_in1k,288,77.150,22.850,93.288,6.712,21.80,1.000,bicubic +xcit_tiny_12_p16_224.fb_in1k,224,77.122,22.878,93.728,6.272,6.72,1.000,bicubic resnet34d.ra2_in1k,224,77.108,22.892,93.372,6.628,21.82,0.875,bicubic -tf_efficientnet_b0.ap_in1k,224,77.1,22.9,93.258,6.742,5.29,0.875,bicubic -legacy_seresnext26_32x4d.in1k,224,77.1,22.9,93.332,6.668,16.79,0.875,bicubic +legacy_seresnext26_32x4d.in1k,224,77.100,22.900,93.332,6.668,16.79,0.875,bicubic +tf_efficientnet_b0.ap_in1k,224,77.100,22.900,93.258,6.742,5.29,0.875,bicubic hardcorenas_c.miil_green_in1k,224,77.092,22.908,93.192,6.808,5.52,0.875,bilinear efficientvit_m5.r224_in1k,224,77.092,22.908,93.168,6.832,12.47,0.875,bicubic -seresnet50.a3_in1k,224,77.036,22.964,93.072,6.928,28.09,0.95,bicubic dla60.in1k,224,77.036,22.964,93.316,6.684,22.04,0.875,bilinear -convnext_atto.d2_in1k,288,77.016,22.984,93.704,6.296,3.7,0.95,bicubic -crossvit_9_dagger_240.in1k,240,76.99,23.01,93.602,6.398,8.78,0.875,bicubic +seresnet50.a3_in1k,224,77.036,22.964,93.072,6.928,28.09,0.950,bicubic +convnext_atto.d2_in1k,288,77.016,22.984,93.704,6.296,3.70,0.950,bicubic +crossvit_9_dagger_240.in1k,240,76.990,23.010,93.602,6.398,8.78,0.875,bicubic cs3darknet_m.c2ns_in1k,256,76.974,23.026,93.582,6.418,9.31,0.887,bicubic -skresnet34.ra_in1k,224,76.956,23.044,93.32,6.68,22.28,0.875,bicubic +skresnet34.ra_in1k,224,76.956,23.044,93.320,6.680,22.28,0.875,bicubic tf_mixnet_m.in1k,224,76.952,23.048,93.164,6.836,5.01,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,76.944,23.056,93.364,6.636,24.38,0.96,bicubic +convmixer_1024_20_ks9_p14.in1k,224,76.944,23.056,93.364,6.636,24.38,0.960,bicubic regnetx_016.pycls_in1k,224,76.936,23.064,93.432,6.568,9.19,0.875,bicubic ghostnetv3_100.in1k,224,76.936,23.064,93.124,6.876,8.13,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,76.92,23.08,93.232,6.768,6.27,0.9,bicubic -tf_efficientnet_b0.aa_in1k,224,76.882,23.118,93.27,6.73,5.29,0.875,bicubic +mobilenetv1_125.ra4_e3600_r224_in1k,224,76.920,23.080,93.232,6.768,6.27,0.900,bicubic +tf_efficientnet_b0.aa_in1k,224,76.882,23.118,93.270,6.730,5.29,0.875,bicubic tf_efficientnetv2_b0.in1k,192,76.876,23.124,93.184,6.816,7.14,0.875,bicubic gernet_s.idstcv_in1k,224,76.874,23.126,93.142,6.858,8.17,0.875,bilinear -hgnetv2_b0.ssld_stage1_in22k_in1k,224,76.868,23.132,93.62,6.38,6.0,0.965,bicubic +hgnetv2_b0.ssld_stage1_in22k_in1k,224,76.868,23.132,93.620,6.380,6.00,0.965,bicubic ese_vovnet19b_dw.ra_in1k,224,76.828,23.172,93.276,6.724,6.54,0.875,bicubic -hrnet_w18.ms_in1k,224,76.77,23.23,93.448,6.552,21.3,0.875,bilinear -resnext26ts.ra2_in1k,256,76.768,23.232,93.138,6.862,10.3,0.9,bicubic -cs3darknet_focus_m.c2ns_in1k,256,76.754,23.246,93.55,6.45,9.3,0.887,bicubic +hrnet_w18.ms_in1k,224,76.770,23.230,93.448,6.552,21.30,0.875,bilinear +resnext26ts.ra2_in1k,256,76.768,23.232,93.138,6.862,10.30,0.900,bicubic +cs3darknet_focus_m.c2ns_in1k,256,76.754,23.246,93.550,6.450,9.30,0.887,bicubic ghostnetv2_130.in1k,224,76.746,23.254,93.364,6.636,8.96,0.875,bicubic resnet26d.bt_in1k,224,76.698,23.302,93.156,6.844,16.01,0.875,bicubic tf_efficientnet_lite1.in1k,240,76.674,23.326,93.232,6.768,5.42,0.882,bicubic -resmlp_12_224.fb_in1k,224,76.66,23.34,93.17,6.83,15.35,0.875,bicubic +resmlp_12_224.fb_in1k,224,76.660,23.340,93.170,6.830,15.35,0.875,bicubic convnextv2_atto.fcmae_ft_in1k,224,76.644,23.356,93.042,6.958,3.71,0.875,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,76.616,23.384,92.25,7.75,59.88,0.875,bicubic +mixer_b16_224.goog_in21k_ft_in1k,224,76.616,23.384,92.250,7.750,59.88,0.875,bicubic tf_efficientnet_es.in1k,224,76.608,23.392,93.176,6.824,5.44,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,76.598,23.402,93.272,6.728,5.28,0.95,bicubic -densenetblur121d.ra_in1k,224,76.574,23.426,93.188,6.812,8.0,0.875,bicubic -hardcorenas_b.miil_green_in1k,224,76.55,23.45,92.766,7.234,5.18,0.875,bilinear +mobilenetv1_100h.ra4_e3600_r224_in1k,256,76.598,23.402,93.272,6.728,5.28,0.950,bicubic +densenetblur121d.ra_in1k,224,76.574,23.426,93.188,6.812,8.00,0.875,bicubic +hardcorenas_b.miil_green_in1k,224,76.550,23.450,92.766,7.234,5.18,0.875,bilinear tf_efficientnet_b0.in1k,224,76.542,23.458,93.008,6.992,5.29,0.875,bicubic -levit_conv_128s.fb_dist_in1k,224,76.534,23.466,92.882,7.118,7.78,0.9,bicubic +levit_conv_128s.fb_dist_in1k,224,76.534,23.466,92.882,7.118,7.78,0.900,bicubic mobilenetv2_140.ra_in1k,224,76.528,23.472,93.008,6.992,6.11,0.875,bicubic -levit_128s.fb_dist_in1k,224,76.52,23.48,92.87,7.13,7.78,0.9,bicubic -resnet34.bt_in1k,288,76.506,23.494,93.342,6.658,21.8,0.95,bicubic +levit_128s.fb_dist_in1k,224,76.520,23.480,92.870,7.130,7.78,0.900,bicubic +resnet34.bt_in1k,288,76.506,23.494,93.342,6.658,21.80,0.950,bicubic repvgg_a2.rvgg_in1k,224,76.488,23.512,93.016,6.984,28.21,0.875,bilinear -densenet121.ra_in1k,288,76.486,23.514,93.378,6.622,7.98,0.95,bicubic -resnet34.a1_in1k,224,76.42,23.58,92.896,7.104,21.8,0.95,bicubic -resnet26.bt_in1k,288,76.384,23.616,93.178,6.822,16.0,0.95,bicubic +densenet121.ra_in1k,288,76.486,23.514,93.378,6.622,7.98,0.950,bicubic +resnet34.a1_in1k,224,76.420,23.580,92.896,7.104,21.80,0.950,bicubic +resnet26.bt_in1k,288,76.384,23.616,93.178,6.822,16.00,0.950,bicubic repghostnet_130.in1k,224,76.378,23.622,92.898,7.102,5.48,0.875,bicubic -regnety_008.pycls_in1k,224,76.334,23.666,93.06,6.94,6.26,0.875,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,76.33,23.67,93.07,6.93,3.05,1.0,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,76.31,23.69,92.842,7.158,5.48,0.95,bicubic +regnety_008.pycls_in1k,224,76.334,23.666,93.060,6.940,6.26,0.875,bicubic +xcit_nano_12_p8_224.fb_dist_in1k,224,76.330,23.670,93.070,6.930,3.05,1.000,bicubic +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,76.310,23.690,92.842,7.158,5.48,0.950,bicubic dpn68.mx_in1k,224,76.304,23.696,92.994,7.006,12.61,0.875,bicubic -fastvit_t8.apple_in1k,256,76.184,23.816,93.042,6.958,4.03,0.9,bicubic +fastvit_t8.apple_in1k,256,76.184,23.816,93.042,6.958,4.03,0.900,bicubic resnet50.tv_in1k,224,76.156,23.844,92.866,7.134,25.56,0.875,bilinear -efficientformerv2_s0.snap_dist_in1k,224,76.102,23.898,92.85,7.15,3.6,0.95,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,76.088,23.912,93.006,6.994,4.23,0.95,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,76.058,23.942,93.01,6.99,11.71,1.0,bicubic -resnet18d.ra4_e3600_r224_in1k,288,76.012,23.988,92.784,7.216,11.71,1.0,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,76.01,23.99,93.266,6.734,22.88,0.9,bicubic -mixnet_s.ft_in1k,224,76.0,24.0,92.796,7.204,4.13,0.875,bicubic -resnet50.a3_in1k,160,75.994,24.006,92.494,7.506,25.56,0.95,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,75.962,24.038,93.272,6.728,6.36,1.0,bicubic +efficientformerv2_s0.snap_dist_in1k,224,76.102,23.898,92.850,7.150,3.60,0.950,bicubic +mobilenetv1_100.ra4_e3600_r224_in1k,256,76.088,23.912,93.006,6.994,4.23,0.950,bicubic +resnetv2_18d.ra4_e3600_r224_in1k,288,76.058,23.942,93.010,6.990,11.71,1.000,bicubic +resnet18d.ra4_e3600_r224_in1k,288,76.012,23.988,92.784,7.216,11.71,1.000,bicubic +vit_small_patch32_224.augreg_in21k_ft_in1k,224,76.010,23.990,93.266,6.734,22.88,0.900,bicubic +mixnet_s.ft_in1k,224,76.000,24.000,92.796,7.204,4.13,0.875,bicubic +resnet50.a3_in1k,160,75.994,24.006,92.494,7.506,25.56,0.950,bicubic +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,75.962,24.038,93.272,6.728,6.36,1.000,bicubic hardcorenas_a.miil_green_in1k,224,75.926,24.074,92.486,7.514,5.26,0.875,bilinear -fasternet_t1.in1k,224,75.922,24.078,92.808,7.192,7.6,1.0,bicubic densenet169.tv_in1k,224,75.922,24.078,92.976,7.024,14.15,0.875,bicubic -convnext_atto_ols.a2_in1k,224,75.902,24.098,92.842,7.158,3.7,0.875,bicubic +fasternet_t1.in1k,224,75.922,24.078,92.808,7.192,7.60,1.000,bicubic +convnext_atto_ols.a2_in1k,224,75.902,24.098,92.842,7.158,3.70,0.875,bicubic mobilenetv3_large_100.ra_in1k,224,75.784,24.216,92.528,7.472,5.48,0.875,bicubic -mobileone_s1.apple_in1k,224,75.76,24.24,92.788,7.212,4.83,0.9,bilinear -edgenext_x_small.in1k,288,75.706,24.294,92.76,7.24,2.34,1.0,bicubic -convnext_atto.d2_in1k,224,75.672,24.328,92.914,7.086,3.7,0.875,bicubic +mobileone_s1.apple_in1k,224,75.760,24.240,92.788,7.212,4.83,0.900,bilinear +edgenext_x_small.in1k,288,75.706,24.294,92.760,7.240,2.34,1.000,bicubic +convnext_atto.d2_in1k,224,75.672,24.328,92.914,7.086,3.70,0.875,bicubic mobilenetv1_100h.ra4_e3600_r224_in1k,224,75.664,24.336,92.522,7.478,5.28,0.875,bicubic tf_mixnet_s.in1k,224,75.656,24.344,92.632,7.368,4.13,0.875,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,320,75.616,24.384,92.768,7.232,3.77,1.0,bicubic +mobilenetv4_conv_small.e3600_r256_in1k,320,75.616,24.384,92.768,7.232,3.77,1.000,bicubic mobilenetv3_rw.rmsp_in1k,224,75.616,24.384,92.696,7.304,5.48,0.875,bicubic mobilevitv2_075.cvnets_in1k,256,75.612,24.388,92.754,7.246,2.87,0.888,bicubic -swiftformer_xs.dist_in1k,224,75.6,24.4,92.314,7.686,3.48,0.95,bicubic +swiftformer_xs.dist_in1k,224,75.600,24.400,92.314,7.686,3.48,0.950,bicubic regnety_004.tv2_in1k,224,75.594,24.406,92.706,7.294,4.34,0.965,bicubic densenet121.ra_in1k,224,75.574,24.426,92.648,7.352,7.98,0.875,bicubic -resnet34.a2_in1k,224,75.52,24.48,92.454,7.546,21.8,0.95,bicubic +resnet34.a2_in1k,224,75.520,24.480,92.454,7.546,21.80,0.950,bicubic resnest14d.gluon_in1k,224,75.516,24.484,92.512,7.488,10.61,0.875,bilinear -tf_mobilenetv3_large_100.in1k,224,75.51,24.49,92.6,7.4,5.48,0.875,bilinear +tf_mobilenetv3_large_100.in1k,224,75.510,24.490,92.600,7.400,5.48,0.875,bilinear efficientnet_lite0.ra_in1k,224,75.488,24.512,92.508,7.492,4.65,0.875,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,75.46,24.54,92.672,7.328,3.05,1.0,bicubic +xcit_nano_12_p16_384.fb_dist_in1k,384,75.460,24.540,92.672,7.328,3.05,1.000,bicubic +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,75.452,24.548,92.858,7.142,5.72,0.900,bicubic semnasnet_100.rmsp_in1k,224,75.452,24.548,92.608,7.392,3.89,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,75.452,24.548,92.858,7.142,5.72,0.9,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,75.388,24.612,92.31,7.69,4.23,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,75.364,24.636,92.692,7.308,11.69,1.0,bicubic +mobilenetv1_100.ra4_e3600_r224_in1k,224,75.388,24.612,92.310,7.690,4.23,0.875,bicubic +resnetv2_18.ra4_e3600_r224_in1k,288,75.364,24.636,92.692,7.308,11.69,1.000,bicubic inception_next_atto.sail_in1k,224,75.348,24.652,92.558,7.442,4.16,0.875,bicubic -resnet26.bt_in1k,224,75.298,24.702,92.578,7.422,16.0,0.875,bicubic +resnet26.bt_in1k,224,75.298,24.702,92.578,7.422,16.00,0.875,bicubic regnety_006.pycls_in1k,224,75.274,24.726,92.532,7.468,6.06,0.875,bicubic ghostnetv2_100.in1k,224,75.186,24.814,92.334,7.666,6.16,0.875,bicubic shvit_s2.in1k,224,75.184,24.816,92.316,7.684,11.48,0.875,bicubic -resnet34.bt_in1k,224,75.176,24.824,92.166,7.834,21.8,0.875,bicubic -repvgg_b0.rvgg_in1k,224,75.158,24.842,92.41,7.59,15.82,0.875,bilinear -fbnetc_100.rmsp_in1k,224,75.12,24.88,92.384,7.616,5.57,0.875,bilinear -seresnet50.a3_in1k,160,75.104,24.896,92.096,7.904,28.09,0.95,bicubic -hrnet_w18_small_v2.ms_in1k,224,75.094,24.906,92.414,7.586,15.6,0.875,bilinear -repghostnet_111.in1k,224,75.06,24.94,92.196,7.804,4.54,0.875,bicubic +resnet34.bt_in1k,224,75.176,24.824,92.166,7.834,21.80,0.875,bicubic +repvgg_b0.rvgg_in1k,224,75.158,24.842,92.410,7.590,15.82,0.875,bilinear +fbnetc_100.rmsp_in1k,224,75.120,24.880,92.384,7.616,5.57,0.875,bilinear +seresnet50.a3_in1k,160,75.104,24.896,92.096,7.904,28.09,0.950,bicubic +hrnet_w18_small_v2.ms_in1k,224,75.094,24.906,92.414,7.586,15.60,0.875,bilinear +repghostnet_111.in1k,224,75.060,24.940,92.196,7.804,4.54,0.875,bicubic mobilenetv2_110d.ra_in1k,224,75.056,24.944,92.186,7.814,4.52,0.875,bicubic regnetx_008.pycls_in1k,224,75.054,24.946,92.338,7.662,7.26,0.875,bicubic -efficientnet_es_pruned.in1k,224,75.01,24.99,92.438,7.562,5.44,0.875,bicubic +efficientnet_es_pruned.in1k,224,75.010,24.990,92.438,7.562,5.44,0.875,bicubic tinynet_b.in1k,188,74.946,25.054,92.194,7.806,3.73,0.875,bicubic -vit_base_patch32_224.augreg_in1k,224,74.908,25.092,91.77,8.23,88.22,0.9,bicubic -edgenext_x_small.in1k,256,74.874,25.126,92.304,7.696,2.34,0.9,bicubic -tf_efficientnet_lite0.in1k,224,74.846,25.154,92.18,7.82,4.65,0.875,bicubic +vit_base_patch32_224.augreg_in1k,224,74.908,25.092,91.770,8.230,88.22,0.900,bicubic +edgenext_x_small.in1k,256,74.874,25.126,92.304,7.696,2.34,0.900,bicubic +tf_efficientnet_lite0.in1k,224,74.846,25.154,92.180,7.820,4.65,0.875,bicubic legacy_seresnet34.in1k,224,74.788,25.212,92.134,7.866,21.96,0.875,bilinear -densenet121.tv_in1k,224,74.75,25.25,92.158,7.842,7.98,0.875,bicubic +densenet121.tv_in1k,224,74.750,25.250,92.158,7.842,7.98,0.875,bicubic mnasnet_100.rmsp_in1k,224,74.672,25.328,92.108,7.892,4.38,0.875,bicubic starnet_s2.in1k,224,74.666,25.334,92.144,7.856,3.68,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,74.644,25.356,92.022,7.978,3.77,0.95,bicubic +mobilenetv4_conv_small.e2400_r224_in1k,256,74.644,25.356,92.022,7.978,3.77,0.950,bicubic dla34.in1k,224,74.632,25.368,92.052,7.948,15.74,0.875,bilinear -mobilevit_xs.cvnets_in1k,256,74.618,25.382,92.35,7.65,2.32,0.9,bicubic -regnetx_004_tv.tv2_in1k,224,74.596,25.404,92.14,7.86,5.5,0.965,bicubic -resnet34.gluon_in1k,224,74.574,25.426,91.988,8.012,21.8,0.875,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,74.538,25.462,91.898,8.102,5.91,0.9,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,74.534,25.466,91.94,8.06,3.77,0.95,bicubic +mobilevit_xs.cvnets_in1k,256,74.618,25.382,92.350,7.650,2.32,0.900,bicubic +regnetx_004_tv.tv2_in1k,224,74.596,25.404,92.140,7.860,5.50,0.965,bicubic +resnet34.gluon_in1k,224,74.574,25.426,91.988,8.012,21.80,0.875,bicubic +deit_tiny_distilled_patch16_224.fb_in1k,224,74.538,25.462,91.898,8.102,5.91,0.900,bicubic +mobilenetv4_conv_small.e3600_r256_in1k,256,74.534,25.466,91.940,8.060,3.77,0.950,bicubic repvgg_a1.rvgg_in1k,224,74.474,25.526,91.852,8.148,14.09,0.875,bilinear -resnetv2_18d.ra4_e3600_r224_in1k,224,74.422,25.578,91.928,8.072,11.71,0.9,bicubic -resnet18d.ra4_e3600_r224_in1k,224,74.356,25.644,91.826,8.174,11.71,0.9,bicubic -efficientvit_m4.r224_in1k,224,74.344,25.656,91.96,8.04,8.8,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,74.282,25.718,92.122,7.878,3.77,0.95,bicubic -pit_ti_distilled_224.in1k,224,74.276,25.724,91.92,8.08,5.1,0.9,bicubic -vgg19_bn.tv_in1k,224,74.23,25.77,91.848,8.152,143.68,0.875,bilinear -repghostnet_100.in1k,224,74.208,25.792,91.55,8.45,4.07,0.875,bicubic +resnetv2_18d.ra4_e3600_r224_in1k,224,74.422,25.578,91.928,8.072,11.71,0.900,bicubic +resnet18d.ra4_e3600_r224_in1k,224,74.356,25.644,91.826,8.174,11.71,0.900,bicubic +efficientvit_m4.r224_in1k,224,74.344,25.656,91.960,8.040,8.80,0.875,bicubic +mobilenetv4_conv_small.e1200_r224_in1k,256,74.282,25.718,92.122,7.878,3.77,0.950,bicubic +pit_ti_distilled_224.in1k,224,74.276,25.724,91.920,8.080,5.10,0.900,bicubic +vgg19_bn.tv_in1k,224,74.230,25.770,91.848,8.152,143.68,0.875,bilinear +repghostnet_100.in1k,224,74.208,25.792,91.550,8.450,4.07,0.875,bicubic spnasnet_100.rmsp_in1k,224,74.086,25.914,91.826,8.174,4.42,0.875,bilinear regnety_004.pycls_in1k,224,74.004,25.996,91.756,8.244,4.34,0.875,bicubic crossvit_9_240.in1k,240,73.994,26.006,91.976,8.024,8.55,0.875,bicubic ghostnet_100.in1k,224,73.958,26.042,91.542,8.458,5.18,0.875,bicubic hrnet_w18_small.gluon_in1k,224,73.934,26.066,91.178,8.822,13.19,0.875,bicubic -regnetx_006.pycls_in1k,224,73.904,26.096,91.64,8.36,6.2,0.875,bicubic -xcit_nano_12_p8_224.fb_in1k,224,73.9,26.1,92.154,7.846,3.05,1.0,bicubic -resnet18d.ra2_in1k,288,73.79,26.21,91.834,8.166,11.71,0.95,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,73.756,26.244,91.43,8.57,3.77,0.875,bicubic -vit_base_patch32_224.sam_in1k,224,73.704,26.296,91.012,8.988,88.22,0.9,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,73.572,26.428,91.356,8.644,11.69,0.9,bicubic +regnetx_006.pycls_in1k,224,73.904,26.096,91.640,8.360,6.20,0.875,bicubic +xcit_nano_12_p8_224.fb_in1k,224,73.900,26.100,92.154,7.846,3.05,1.000,bicubic +resnet18d.ra2_in1k,288,73.790,26.210,91.834,8.166,11.71,0.950,bicubic +mobilenetv4_conv_small.e2400_r224_in1k,224,73.756,26.244,91.430,8.570,3.77,0.875,bicubic +vit_base_patch32_224.sam_in1k,224,73.704,26.296,91.012,8.988,88.22,0.900,bicubic +resnetv2_18.ra4_e3600_r224_in1k,224,73.572,26.428,91.356,8.644,11.69,0.900,bicubic starnet_s1.in1k,224,73.532,26.468,91.504,8.496,2.87,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,73.45,26.55,91.34,8.66,3.77,0.875,bicubic +mobilenetv4_conv_small.e1200_r224_in1k,224,73.450,26.550,91.340,8.660,3.77,0.875,bicubic tf_mobilenetv3_large_075.in1k,224,73.442,26.558,91.332,8.668,3.99,0.875,bilinear -efficientvit_m3.r224_in1k,224,73.394,26.606,91.336,8.664,6.9,0.875,bicubic -vgg16_bn.tv_in1k,224,73.354,26.646,91.49,8.51,138.37,0.875,bilinear +efficientvit_m3.r224_in1k,224,73.394,26.606,91.336,8.664,6.90,0.875,bicubic +vgg16_bn.tv_in1k,224,73.354,26.646,91.490,8.510,138.37,0.875,bilinear crossvit_tiny_240.in1k,240,73.352,26.648,91.906,8.094,7.01,0.875,bicubic -resnet34.tv_in1k,224,73.298,26.702,91.422,8.578,21.8,0.875,bilinear +resnet34.tv_in1k,224,73.298,26.702,91.422,8.578,21.80,0.875,bilinear resnet18.fb_swsl_ig1b_ft_in1k,224,73.286,26.714,91.754,8.246,11.69,0.875,bilinear -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,73.234,26.766,91.27,8.73,2.16,0.9,bicubic -resnet18.a1_in1k,288,73.164,26.836,91.054,8.946,11.69,1.0,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,73.158,26.842,91.458,8.542,3.27,1.0,bicubic -convit_tiny.fb_in1k,224,73.14,26.86,91.704,8.296,5.71,0.875,bicubic -skresnet18.ra_in1k,224,73.02,26.98,91.172,8.828,11.96,0.875,bicubic -semnasnet_075.rmsp_in1k,224,73.0,27.0,91.124,8.876,2.91,0.875,bicubic -resnet34.a3_in1k,224,72.996,27.004,91.116,8.884,21.8,0.95,bicubic -pit_ti_224.in1k,224,72.926,27.074,91.412,8.588,4.85,0.9,bicubic -mobilenetv2_100.ra_in1k,224,72.91,27.09,91.0,9.0,3.5,0.875,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,72.82,27.18,91.106,8.894,2.16,0.875,bicubic -shvit_s1.in1k,224,72.78,27.22,91.024,8.976,6.33,0.875,bicubic +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,73.234,26.766,91.270,8.730,2.16,0.900,bicubic +resnet18.a1_in1k,288,73.164,26.836,91.054,8.946,11.69,1.000,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,73.158,26.842,91.458,8.542,3.27,1.000,bicubic +convit_tiny.fb_in1k,224,73.140,26.860,91.704,8.296,5.71,0.875,bicubic +skresnet18.ra_in1k,224,73.020,26.980,91.172,8.828,11.96,0.875,bicubic +semnasnet_075.rmsp_in1k,224,73.000,27.000,91.124,8.876,2.91,0.875,bicubic +resnet34.a3_in1k,224,72.996,27.004,91.116,8.884,21.80,0.950,bicubic +pit_ti_224.in1k,224,72.926,27.074,91.412,8.588,4.85,0.900,bicubic +mobilenetv2_100.ra_in1k,224,72.910,27.090,91.000,9.000,3.50,0.875,bicubic +convnext_zepto_rms.ra4_e3600_r224_in1k,224,72.820,27.180,91.106,8.894,2.16,0.875,bicubic +shvit_s1.in1k,224,72.780,27.220,91.024,8.976,6.33,0.875,bicubic resnet18.fb_ssl_yfcc100m_ft_in1k,224,72.636,27.364,91.416,8.584,11.69,0.875,bilinear -regnetx_004.pycls_in1k,224,72.482,27.518,90.84,9.16,5.16,0.875,bicubic +regnetx_004.pycls_in1k,224,72.482,27.518,90.840,9.160,5.16,0.875,bicubic repvgg_a0.rvgg_in1k,224,72.426,27.574,90.506,9.494,9.11,0.875,bilinear -vgg19.tv_in1k,224,72.4,27.6,90.878,9.122,143.67,0.875,bilinear -resnet18.a2_in1k,288,72.364,27.636,90.62,9.38,11.69,1.0,bicubic -hrnet_w18_small.ms_in1k,224,72.34,27.66,90.688,9.312,13.19,0.875,bilinear -xcit_nano_12_p16_224.fb_dist_in1k,224,72.318,27.682,90.826,9.174,3.05,1.0,bicubic +vgg19.tv_in1k,224,72.400,27.600,90.878,9.122,143.67,0.875,bilinear +resnet18.a2_in1k,288,72.364,27.636,90.620,9.380,11.69,1.000,bicubic +hrnet_w18_small.ms_in1k,224,72.340,27.660,90.688,9.312,13.19,0.875,bilinear +xcit_nano_12_p16_224.fb_dist_in1k,224,72.318,27.682,90.826,9.174,3.05,1.000,bicubic resnet18d.ra2_in1k,224,72.296,27.704,90.682,9.318,11.71,0.875,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,72.27,27.73,90.664,9.336,3.92,0.875,bilinear -resnet14t.c3_in1k,224,72.242,27.758,90.318,9.682,10.08,0.95,bicubic -repghostnet_080.in1k,224,72.24,27.76,90.492,9.508,3.28,0.875,bicubic -deit_tiny_patch16_224.fb_in1k,224,72.19,27.81,91.1,8.9,5.72,0.9,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,72.178,27.822,90.83,9.17,3.27,0.887,bicubic -lcnet_100.ra2_in1k,224,72.13,27.87,90.376,9.624,2.95,0.875,bicubic -mixer_l16_224.goog_in21k_ft_in1k,224,72.084,27.916,87.632,12.368,208.2,0.875,bicubic -edgenext_xx_small.in1k,288,71.886,28.114,90.534,9.466,1.33,1.0,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,71.8,28.2,90.81,9.19,6.34,0.9,bicubic -legacy_seresnet18.in1k,224,71.742,28.258,90.34,9.66,11.78,0.875,bicubic -fasternet_t0.in1k,224,71.732,28.268,90.074,9.926,3.91,1.0,bicubic +tf_mobilenetv3_large_minimal_100.in1k,224,72.270,27.730,90.664,9.336,3.92,0.875,bilinear +resnet14t.c3_in1k,224,72.242,27.758,90.318,9.682,10.08,0.950,bicubic +repghostnet_080.in1k,224,72.240,27.760,90.492,9.508,3.28,0.875,bicubic +deit_tiny_patch16_224.fb_in1k,224,72.190,27.810,91.100,8.900,5.72,0.900,bicubic +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,72.178,27.822,90.830,9.170,3.27,0.887,bicubic +lcnet_100.ra2_in1k,224,72.130,27.870,90.376,9.624,2.95,0.875,bicubic +mixer_l16_224.goog_in21k_ft_in1k,224,72.084,27.916,87.632,12.368,208.20,0.875,bicubic +edgenext_xx_small.in1k,288,71.886,28.114,90.534,9.466,1.33,1.000,bicubic +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,71.800,28.200,90.810,9.190,6.34,0.900,bicubic +legacy_seresnet18.in1k,224,71.742,28.258,90.340,9.660,11.78,0.875,bicubic +fasternet_t0.in1k,224,71.732,28.268,90.074,9.926,3.91,1.000,bicubic vgg16.tv_in1k,224,71.594,28.406,90.398,9.602,138.36,0.875,bilinear -vgg13_bn.tv_in1k,224,71.56,28.44,90.372,9.628,133.05,0.875,bilinear -resnet18.a1_in1k,224,71.504,28.496,90.086,9.914,11.69,0.95,bicubic -efficientvit_b0.r224_in1k,224,71.408,28.592,89.434,10.566,3.41,0.95,bicubic +vgg13_bn.tv_in1k,224,71.560,28.440,90.372,9.628,133.05,0.875,bilinear +resnet18.a1_in1k,224,71.504,28.496,90.086,9.914,11.69,0.950,bicubic +efficientvit_b0.r224_in1k,224,71.408,28.592,89.434,10.566,3.41,0.950,bicubic mobileone_s0.apple_in1k,224,71.398,28.602,89.864,10.136,5.29,0.875,bilinear -resnet14t.c3_in1k,176,71.318,28.682,89.68,10.32,10.08,0.875,bicubic +resnet14t.c3_in1k,176,71.318,28.682,89.680,10.320,10.08,0.875,bicubic tinynet_c.in1k,184,71.214,28.786,89.746,10.254,2.46,0.875,bicubic -edgenext_xx_small.in1k,256,71.132,28.868,90.042,9.958,1.33,0.9,bicubic -resnet18.gluon_in1k,224,70.844,29.156,89.75,10.25,11.69,0.875,bicubic +edgenext_xx_small.in1k,256,71.132,28.868,90.042,9.958,1.33,0.900,bicubic +resnet18.gluon_in1k,224,70.844,29.156,89.750,10.250,11.69,0.875,bicubic efficientvit_m2.r224_in1k,224,70.796,29.204,90.152,9.848,4.19,0.875,bicubic -pvt_v2_b0.in1k,224,70.654,29.346,90.206,9.794,3.67,0.9,bicubic -resnet18.a2_in1k,224,70.634,29.366,89.486,10.514,11.69,0.95,bicubic -resnet34.a3_in1k,160,70.58,29.42,89.54,10.46,21.8,0.95,bicubic +pvt_v2_b0.in1k,224,70.654,29.346,90.206,9.794,3.67,0.900,bicubic +resnet18.a2_in1k,224,70.634,29.366,89.486,10.514,11.69,0.950,bicubic +resnet34.a3_in1k,160,70.580,29.420,89.540,10.460,21.80,0.950,bicubic vgg11_bn.tv_in1k,224,70.374,29.626,89.802,10.198,132.87,0.875,bilinear regnety_002.pycls_in1k,224,70.288,29.712,89.544,10.456,3.16,0.875,bicubic -mobilevitv2_050.cvnets_in1k,256,70.156,29.844,89.93,10.07,1.37,0.888,bicubic -xcit_nano_12_p16_224.fb_in1k,224,69.982,30.018,89.78,10.22,3.05,1.0,bicubic -vgg13.tv_in1k,224,69.95,30.05,89.262,10.738,133.05,0.875,bilinear +mobilevitv2_050.cvnets_in1k,256,70.156,29.844,89.930,10.070,1.37,0.888,bicubic +xcit_nano_12_p16_224.fb_in1k,224,69.982,30.018,89.780,10.220,3.05,1.000,bicubic +vgg13.tv_in1k,224,69.950,30.050,89.262,10.738,133.05,0.875,bilinear resnet18.tv_in1k,224,69.752,30.248,89.082,10.918,11.69,0.875,bilinear -vgg11.tv_in1k,224,69.05,30.95,88.63,11.37,132.86,0.875,bilinear +vgg11.tv_in1k,224,69.050,30.950,88.630,11.370,132.86,0.875,bilinear repghostnet_058.in1k,224,68.938,31.062,88.386,11.614,2.55,0.875,bicubic -mobilevit_xxs.cvnets_in1k,256,68.936,31.064,88.942,11.058,1.27,0.9,bicubic +mobilevit_xxs.cvnets_in1k,256,68.936,31.064,88.942,11.058,1.27,0.900,bicubic lcnet_075.ra2_in1k,224,68.786,31.214,88.384,11.616,2.36,0.875,bicubic regnetx_002.pycls_in1k,224,68.758,31.242,88.568,11.432,2.68,0.875,bicubic -resnet10t.c3_in1k,224,68.354,31.646,88.034,11.966,5.44,0.95,bicubic -efficientvit_m1.r224_in1k,224,68.34,31.66,88.692,11.308,2.98,0.875,bicubic -resnet18.a3_in1k,224,68.25,31.75,88.172,11.828,11.69,0.95,bicubic +resnet10t.c3_in1k,224,68.354,31.646,88.034,11.966,5.44,0.950,bicubic +efficientvit_m1.r224_in1k,224,68.340,31.660,88.692,11.308,2.98,0.875,bicubic +resnet18.a3_in1k,224,68.250,31.750,88.172,11.828,11.69,0.950,bicubic dla60x_c.in1k,224,67.928,32.072,88.426,11.574,1.32,0.875,bilinear tf_mobilenetv3_small_100.in1k,224,67.922,32.078,87.686,12.314,2.54,0.875,bilinear mobilenetv3_small_100.lamb_in1k,224,67.636,32.364,87.638,12.362,2.54,0.875,bicubic repghostnet_050.in1k,224,66.978,33.022,86.936,13.064,2.31,0.875,bicubic tinynet_d.in1k,152,66.936,33.064,87.078,12.922,2.34,0.875,bicubic resnet10t.c3_in1k,176,66.724,33.276,86.976,13.024,5.44,0.875,bicubic -mnasnet_small.lamb_in1k,224,66.204,33.796,86.47,13.53,2.03,0.875,bicubic +mnasnet_small.lamb_in1k,224,66.204,33.796,86.470,13.530,2.03,0.875,bicubic dla46x_c.in1k,224,66.008,33.992,86.946,13.054,1.07,0.875,bilinear mobilenetv2_050.lamb_in1k,224,65.928,34.072,86.114,13.886,1.97,0.875,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,256,65.826,34.174,86.416,13.584,2.24,0.95,bicubic -tf_mobilenetv3_small_075.in1k,224,65.706,34.294,86.13,13.87,2.04,0.875,bilinear -resnet18.a3_in1k,160,65.67,34.33,86.268,13.732,11.69,0.95,bicubic +mobilenetv4_conv_small_050.e3000_r224_in1k,256,65.826,34.174,86.416,13.584,2.24,0.950,bicubic +tf_mobilenetv3_small_075.in1k,224,65.706,34.294,86.130,13.870,2.04,0.875,bilinear +resnet18.a3_in1k,160,65.670,34.330,86.268,13.732,11.69,0.950,bicubic mobilenetv3_small_075.lamb_in1k,224,65.284,34.716,85.462,14.538,2.04,0.875,bicubic -dla46_c.in1k,224,64.88,35.12,86.33,13.67,1.3,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,224,64.778,35.222,85.5,14.5,2.24,0.875,bicubic -efficientvit_m0.r224_in1k,224,63.304,36.696,85.14,14.86,2.35,0.875,bicubic +dla46_c.in1k,224,64.880,35.120,86.330,13.670,1.30,0.875,bilinear +mobilenetv4_conv_small_050.e3000_r224_in1k,224,64.778,35.222,85.500,14.500,2.24,0.875,bicubic +efficientvit_m0.r224_in1k,224,63.304,36.696,85.140,14.860,2.35,0.875,bicubic lcnet_050.ra2_in1k,224,63.138,36.862,84.402,15.598,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,62.892,37.108,84.27,15.73,2.04,0.875,bilinear +tf_mobilenetv3_small_minimal_100.in1k,224,62.892,37.108,84.270,15.730,2.04,0.875,bilinear tinynet_e.in1k,106,59.874,40.126,81.774,18.226,2.04,0.875,bicubic mobilenetv3_small_050.lamb_in1k,224,57.918,42.082,80.144,19.856,1.59,0.875,bicubic -test_vit3.r160_in1k,160,56.908,43.092,80.748,19.252,0.93,0.95,bicubic -test_convnext2.r160_in1k,160,53.52,46.48,78.558,21.442,0.48,0.95,bicubic -test_convnext3.r160_in1k,160,53.302,46.698,78.326,21.674,0.47,0.95,bicubic -test_convnext.r160_in1k,160,47.774,52.226,74.166,25.834,0.27,0.95,bicubic -test_nfnet.r160_in1k,160,47.634,52.366,72.88,27.12,0.38,0.95,bicubic -test_efficientnet.r160_in1k,160,46.506,53.494,71.036,28.964,0.36,0.95,bicubic -test_efficientnet_evos.r160_in1k,160,46.504,53.496,71.022,28.978,0.36,0.95,bicubic -test_byobnet.r160_in1k,160,45.858,54.142,71.004,28.996,0.46,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,43.958,56.042,69.326,30.674,0.36,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,43.888,56.112,69.156,30.844,0.36,0.95,bicubic -test_vit2.r160_in1k,160,42.25,57.75,68.982,31.018,0.46,0.95,bicubic -test_resnet.r160_in1k,160,41.602,58.398,67.984,32.016,0.47,0.95,bilinear -test_vit.r160_in1k,160,40.982,59.018,67.382,32.618,0.37,0.95,bicubic -resmlp_12_224.fb_dino,224,0.136,99.864,0.64,99.36,15.35,0.875,bicubic -resmlp_24_224.fb_dino,224,0.102,99.898,0.522,99.478,30.02,0.875,bicubic +test_vit3.r160_in1k,160,56.908,43.092,80.748,19.252,0.93,0.950,bicubic +test_convnext2.r160_in1k,160,53.520,46.480,78.558,21.442,0.48,0.950,bicubic +test_convnext3.r160_in1k,160,53.302,46.698,78.326,21.674,0.47,0.950,bicubic +test_convnext.r160_in1k,160,47.774,52.226,74.166,25.834,0.27,0.950,bicubic +test_nfnet.r160_in1k,160,47.634,52.366,72.880,27.120,0.38,0.950,bicubic +test_efficientnet.r160_in1k,160,46.506,53.494,71.036,28.964,0.36,0.950,bicubic +test_efficientnet_evos.r160_in1k,160,46.504,53.496,71.022,28.978,0.36,0.950,bicubic +test_byobnet.r160_in1k,160,45.858,54.142,71.004,28.996,0.46,0.950,bicubic +test_efficientnet_ln.r160_in1k,160,43.958,56.042,69.326,30.674,0.36,0.950,bicubic +test_efficientnet_gn.r160_in1k,160,43.888,56.112,69.156,30.844,0.36,0.950,bicubic +test_vit2.r160_in1k,160,42.250,57.750,68.982,31.018,0.46,0.950,bicubic +test_resnet.r160_in1k,160,41.602,58.398,67.984,32.016,0.47,0.950,bilinear +test_vit.r160_in1k,160,40.982,59.018,67.382,32.618,0.37,0.950,bicubic diff --git a/results/results-imagenetv2-matched-frequency.csv b/results/results-imagenetv2-matched-frequency.csv index e860dabb5f..a494c6bbf4 100644 --- a/results/results-imagenetv2-matched-frequency.csv +++ b/results/results-imagenetv2-matched-frequency.csv @@ -1,1559 +1,1557 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,82.77,17.23,96.45,3.55,305.08,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,82.71,17.29,96.55,3.45,305.08,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,82.4,17.6,96.2,3.8,305.08,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,82.22,17.78,96.32,3.68,305.08,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,82.18,17.82,96.25,3.75,1013.01,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,81.87,18.13,96.23,3.77,429.38,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,81.8,18.2,96.34,3.66,1014.45,1.0,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,81.69,18.31,96.18,3.82,1013.01,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,81.68,18.32,96.09,3.91,1012.56,0.9,bicubic -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,81.62,18.38,96.27,3.73,414.14,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,81.07,18.93,95.81,4.19,304.53,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,80.82,19.18,95.86,4.14,305.67,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.78,19.22,95.99,4.01,304.53,1.0,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,80.61,19.39,95.9,4.1,846.47,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,80.52,19.48,95.63,4.37,480.31,0.936,bicubic -regnety_1280.swag_ft_in1k,384,80.5,19.5,96.11,3.89,644.81,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,80.48,19.52,95.52,4.48,304.53,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,80.41,19.59,95.21,4.79,304.43,0.95,bicubic -beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.27,19.73,95.6,4.4,305.0,1.0,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,80.19,19.81,95.42,4.58,304.14,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,80.19,19.81,95.47,4.53,98.75,1.0,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,80.16,19.84,95.38,4.62,304.14,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,80.13,19.87,95.85,4.15,480.31,0.96,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,80.05,19.95,95.52,4.48,87.12,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,80.04,19.96,95.16,4.84,212.33,1.0,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,79.96,20.04,95.39,4.61,119.88,1.0,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,79.82,20.18,95.41,4.59,475.77,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.73,20.27,95.58,4.42,660.29,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,79.67,20.33,95.0,5.0,304.2,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,79.62,20.38,95.06,4.94,475.32,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,79.61,20.39,95.26,4.74,200.13,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,79.58,20.42,95.25,4.75,200.13,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,79.55,20.45,95.05,4.95,212.03,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,79.52,20.48,94.98,5.02,632.46,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,79.5,20.5,95.01,4.99,304.57,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,79.5,20.5,95.18,4.82,87.12,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,79.5,20.5,94.99,5.01,200.13,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,79.5,20.5,94.91,5.09,632.05,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,79.42,20.58,95.69,4.31,660.29,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,79.4,20.6,95.01,4.99,304.57,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,79.36,20.64,94.93,5.07,304.43,0.9,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,79.33,20.67,95.07,4.93,119.65,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,79.27,20.73,95.09,4.91,632.05,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,79.26,20.74,94.87,5.13,99.88,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,79.25,20.75,95.01,4.99,304.53,1.0,bicubic -deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.22,20.78,95.06,4.94,304.76,1.0,bicubic -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,79.21,20.79,94.68,5.32,116.14,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,79.21,20.79,94.88,5.12,632.13,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,79.18,20.82,95.19,4.81,136.5,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,79.16,20.84,94.91,5.09,304.2,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,79.11,20.89,94.78,5.22,56.2,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,79.07,20.93,95.17,4.83,136.33,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k,224,78.92,21.08,94.68,5.32,98.75,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.83,21.17,94.86,5.14,304.53,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,78.81,21.19,95.11,4.89,350.2,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,78.7,21.3,94.87,5.13,197.77,1.0,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,78.69,21.31,93.85,6.15,672.78,0.9,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,78.67,21.33,94.53,5.47,200.13,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,78.64,21.36,94.74,5.26,304.37,1.0,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,78.6,21.4,94.19,5.81,304.43,0.95,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.51,21.49,94.68,5.32,304.2,1.0,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,78.49,21.51,94.34,5.66,73.88,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,78.48,21.52,94.51,5.49,136.06,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,78.41,21.59,94.59,5.41,304.2,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,78.37,21.63,94.28,5.72,39.3,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,78.37,21.63,94.72,5.28,87.92,1.0,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,78.34,21.66,94.36,5.64,196.74,1.0,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,78.31,21.69,94.64,5.36,196.74,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,78.28,21.72,94.53,5.47,350.2,1.0,bicubic -regnety_320.swag_ft_in1k,384,78.25,21.75,95.13,4.87,145.05,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,78.24,21.76,94.31,5.69,57.05,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,78.19,21.81,94.23,5.77,64.27,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,78.18,21.82,94.78,5.22,134.42,1.0,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,78.15,21.85,94.41,5.59,116.09,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,78.15,21.85,94.69,5.31,101.66,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,78.15,21.85,94.19,5.81,99.88,1.0,bicubic -volo_d5_512.sail_in1k,512,78.12,21.88,94.22,5.78,296.09,1.15,bicubic -convnext_large.fb_in22k_ft_in1k,288,78.07,21.93,94.38,5.62,197.77,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,288,78.05,21.95,94.04,5.96,660.29,1.0,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,77.98,22.02,94.2,5.8,86.88,1.0,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,77.94,22.06,94.33,5.67,66.35,0.949,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,77.93,22.07,94.04,5.96,116.14,0.95,bicubic -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,77.91,22.09,93.99,6.01,196.74,0.9,bicubic -volo_d5_448.sail_in1k,448,77.91,22.09,94.14,5.86,295.91,1.15,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,77.89,22.11,94.0,6.0,350.2,0.875,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,77.88,22.12,94.6,5.4,197.96,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k,224,77.86,22.14,93.96,6.04,56.2,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,77.79,22.21,94.31,5.69,304.72,1.0,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,77.79,22.21,94.32,5.68,86.74,1.0,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,77.79,22.21,94.17,5.83,88.59,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,77.77,22.23,94.17,5.83,44.82,1.0,bicubic -volo_d4_448.sail_in1k,448,77.75,22.25,93.92,6.08,193.41,1.15,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,77.73,22.27,94.36,5.64,57.87,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,77.67,22.33,94.02,5.98,101.66,1.0,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,77.65,22.35,94.07,5.93,149.39,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,77.63,22.37,94.33,5.67,88.59,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,77.61,22.39,93.79,6.21,208.12,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,77.61,22.39,94.25,5.75,101.66,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,77.59,22.41,94.05,5.95,93.59,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,77.56,22.44,93.97,6.03,197.77,0.875,bicubic -regnety_1280.swag_lc_in1k,224,77.56,22.44,94.46,5.54,644.81,0.965,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,77.51,22.49,94.35,5.65,88.72,1.0,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,77.5,22.5,93.98,6.02,134.13,0.95,bicubic -caformer_b36.sail_in1k_384,384,77.48,22.52,93.54,6.46,98.75,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k,224,77.47,22.53,93.81,6.19,57.05,1.0,bicubic -maxvit_base_tf_512.in1k,512,77.46,22.54,93.9,6.1,119.88,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,77.46,22.54,93.82,6.18,93.59,0.95,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,77.45,22.55,93.92,6.08,88.59,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,77.41,22.59,93.54,6.46,73.88,0.95,bicubic -efficientvit_l3.r384_in1k,384,77.41,22.59,93.36,6.64,246.04,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,77.38,22.62,94.22,5.78,118.52,1.0,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,77.38,22.62,93.69,6.31,60.6,1.0,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,77.38,22.62,94.32,5.68,87.9,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,77.33,22.67,93.81,6.19,93.59,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,77.32,22.68,94.23,5.77,75.26,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,77.31,22.69,94.25,5.75,75.26,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,77.28,22.72,94.23,5.77,197.96,1.0,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,77.27,22.73,94.02,5.98,87.92,0.9,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,77.27,22.73,94.03,5.97,86.53,0.9,bicubic -efficientvit_l3.r320_in1k,320,77.27,22.73,93.18,6.82,246.04,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,224,77.25,22.75,93.58,6.42,660.29,0.875,bicubic -caformer_m36.sail_in1k_384,384,77.25,22.75,93.63,6.37,56.2,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,77.23,22.77,93.69,6.31,86.86,1.0,bicubic -maxvit_large_tf_512.in1k,512,77.23,22.77,93.7,6.3,212.33,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,77.22,22.78,93.96,6.04,197.96,0.875,bicubic -volo_d3_448.sail_in1k,448,77.19,22.81,94.04,5.96,86.63,1.0,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,77.19,22.81,93.77,6.23,196.53,0.9,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,77.18,22.82,93.76,6.24,64.11,0.95,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,77.17,22.83,93.6,6.4,64.11,0.95,bicubic -regnety_160.swag_ft_in1k,384,77.17,22.83,94.57,5.43,83.59,1.0,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,77.16,22.84,93.84,6.16,43.04,0.942,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,77.15,22.85,94.08,5.92,88.72,1.0,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,77.1,22.9,93.61,6.39,73.87,0.95,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,77.08,22.92,93.87,6.13,86.86,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,77.03,22.97,93.59,6.41,88.72,0.875,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,77.0,23.0,93.76,6.24,86.86,0.95,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,76.98,23.02,93.89,6.11,75.26,0.965,bicubic -convnext_base.fb_in22k_ft_in1k,288,76.96,23.04,93.96,6.04,88.59,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,76.93,23.07,93.68,6.32,86.86,1.0,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,76.89,23.11,93.56,6.44,116.09,0.95,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,76.89,23.11,93.68,6.32,329.09,1.0,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,76.88,23.12,93.19,6.81,213.74,0.9,bicubic -cait_m48_448.fb_dist_in1k,448,76.84,23.16,93.35,6.65,356.46,1.0,bicubic -maxvit_large_tf_384.in1k,384,76.84,23.16,93.42,6.58,212.03,1.0,bicubic -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,76.83,23.17,93.64,6.36,86.58,0.9,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,76.81,23.19,94.11,5.89,40.01,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,76.78,23.22,93.86,6.14,75.26,0.965,bicubic -hgnet_base.ssld_in1k,288,76.78,23.22,93.5,6.5,71.58,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,76.76,23.24,93.59,6.41,54.14,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,288,76.75,23.25,93.76,6.24,83.59,1.0,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,76.75,23.25,93.1,6.9,188.93,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k,224,76.74,23.26,93.56,6.44,39.3,1.0,bicubic -deit3_large_patch16_384.fb_in1k,384,76.73,23.27,93.34,6.66,304.76,1.0,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,76.7,23.3,93.2,6.8,468.53,0.875,bilinear -tf_efficientnet_b5.ns_jft_in1k,456,76.67,23.33,93.5,6.5,30.39,0.934,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,76.66,23.34,94.01,5.99,88.59,1.0,bicubic -convnextv2_large.fcmae_ft_in1k,288,76.65,23.35,93.6,6.4,197.96,1.0,bicubic -efficientvit_l2.r384_in1k,384,76.63,23.37,93.0,7.0,63.71,1.0,bicubic -volo_d5_224.sail_in1k,224,76.6,23.4,93.36,6.64,295.46,0.96,bicubic -maxvit_base_tf_384.in1k,384,76.58,23.42,93.48,6.52,119.65,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,76.57,23.43,93.75,6.25,83.59,1.0,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,76.56,23.44,93.46,6.54,21.27,1.0,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,76.53,23.47,93.08,6.92,186.27,1.0,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,76.53,23.47,93.59,6.41,86.59,1.0,bicubic -maxvit_small_tf_512.in1k,512,76.52,23.48,93.21,6.79,69.13,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,76.49,23.51,92.89,7.11,60.4,0.95,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,76.47,23.53,92.9,7.1,86.53,0.9,bicubic -efficientvit_l3.r256_in1k,256,76.45,23.55,92.62,7.38,246.04,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,76.45,23.55,93.41,6.59,93.59,0.875,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,76.45,23.55,93.87,6.13,31.76,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,76.42,23.58,93.58,6.42,88.59,1.0,bicubic -convformer_m36.sail_in1k_384,384,76.41,23.59,93.1,6.9,57.05,1.0,bicubic -caformer_s36.sail_in1k_384,384,76.38,23.62,93.42,6.58,39.3,1.0,bicubic -cait_m36_384.fb_dist_in1k,384,76.37,23.63,93.04,6.96,271.22,1.0,bicubic -convnext_small.in12k_ft_in1k_384,384,76.35,23.65,93.36,6.64,50.22,1.0,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,76.3,23.7,92.99,7.01,84.32,1.0,bicubic -efficientvit_l2.r288_in1k,288,76.29,23.71,92.81,7.19,63.71,1.0,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,76.29,23.71,93.02,6.98,21.23,1.0,bicubic -nextvit_large.bd_ssld_6m_in1k,224,76.27,23.73,93.34,6.66,57.87,0.95,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,76.25,23.75,93.02,6.98,86.66,1.0,bicubic -volo_d2_384.sail_in1k,384,76.24,23.76,93.17,6.83,58.87,1.0,bicubic -convformer_b36.sail_in1k_384,384,76.24,23.76,92.75,7.25,99.88,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,76.21,23.79,93.36,6.64,39.57,1.0,bicubic -maxvit_tiny_tf_512.in1k,512,76.18,23.82,93.06,6.94,31.05,1.0,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,76.18,23.82,93.48,6.52,304.33,0.9,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,76.17,23.83,93.59,6.41,50.22,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,224,76.16,23.84,93.35,6.65,88.59,0.875,bicubic -dm_nfnet_f6.dm_in1k,576,76.16,23.84,93.17,6.83,438.36,0.956,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,76.16,23.84,93.35,6.65,118.52,1.0,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,76.16,23.84,93.61,6.39,86.86,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,224,76.13,23.87,93.3,6.7,83.59,0.95,bicubic -volo_d4_224.sail_in1k,224,76.13,23.87,93.08,6.92,192.96,0.96,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,76.09,23.91,92.93,7.07,86.57,0.95,bicubic -convnextv2_large.fcmae_ft_in1k,224,76.09,23.91,93.14,6.86,197.96,0.875,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,76.09,23.91,93.0,7.0,86.57,0.9,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,76.07,23.93,93.66,6.34,26.34,1.0,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,76.06,23.94,92.71,7.29,188.93,1.0,bicubic -regnety_160.sw_in12k_ft_in1k,224,76.05,23.95,93.05,6.95,83.59,0.95,bicubic -maxvit_small_tf_384.in1k,384,76.05,23.95,92.57,7.43,69.02,1.0,bicubic -flexivit_large.1200ep_in1k,240,76.04,23.96,93.01,6.99,304.36,0.95,bicubic -flexivit_large.600ep_in1k,240,76.02,23.98,92.79,7.21,304.36,0.95,bicubic -cait_s36_384.fb_dist_in1k,384,76.01,23.99,92.92,7.08,68.37,1.0,bicubic -tf_efficientnetv2_l.in1k,480,76.0,24.0,93.04,6.96,118.52,1.0,bicubic -tf_efficientnet_b7.ap_in1k,600,75.97,24.03,92.91,7.09,66.35,0.949,bicubic -tf_efficientnet_b8.ap_in1k,672,75.97,24.03,92.64,7.36,87.41,0.954,bicubic -efficientvit_l3.r224_in1k,224,75.96,24.04,92.47,7.53,246.04,1.0,bicubic -convformer_s36.sail_in1k_384,384,75.94,24.06,93.07,6.93,40.01,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,75.88,24.12,92.82,7.18,208.12,1.0,bicubic -dm_nfnet_f6.dm_in1k,448,75.88,24.12,92.98,7.02,438.36,0.956,bicubic -hgnet_base.ssld_in1k,224,75.88,24.12,92.78,7.22,71.58,0.965,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,75.87,24.13,93.53,6.47,39.57,1.0,bicubic -efficientvit_l2.r256_in1k,256,75.87,24.13,92.48,7.52,63.71,1.0,bicubic -dm_nfnet_f4.dm_in1k,512,75.85,24.15,92.99,7.01,316.07,0.951,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,75.83,24.17,92.76,7.24,22.13,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,75.83,24.17,93.37,6.63,86.58,0.9,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,75.83,24.17,92.78,7.22,189.1,1.0,bicubic -flexivit_large.300ep_in1k,240,75.82,24.18,92.66,7.34,304.36,0.95,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,75.81,24.19,92.97,7.03,47.63,1.0,bicubic -deit3_huge_patch14_224.fb_in1k,224,75.8,24.2,92.73,7.27,632.13,0.9,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,75.79,24.21,92.86,7.14,86.57,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k,224,75.77,24.23,93.33,6.67,40.01,1.0,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,75.76,24.24,93.13,6.87,30.39,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,75.73,24.27,92.95,7.05,86.57,0.95,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,75.71,24.29,92.95,7.05,39.03,0.95,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,75.7,24.3,93.21,6.79,87.77,0.9,bicubic -caformer_b36.sail_in1k,224,75.7,24.3,92.68,7.32,98.75,1.0,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,75.69,24.31,93.43,6.57,86.53,0.9,bicubic -volo_d3_224.sail_in1k,224,75.69,24.31,92.95,7.05,86.33,0.96,bicubic -volo_d1_384.sail_in1k,384,75.69,24.31,92.98,7.02,26.78,1.0,bicubic -xcit_medium_24_p8_224.fb_dist_in1k,224,75.66,24.34,92.78,7.22,84.32,1.0,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,75.65,24.35,92.95,7.05,194.03,0.875,bilinear -hgnetv2_b5.ssld_stage1_in22k_in1k,224,75.65,24.35,92.7,7.3,39.57,0.965,bicubic -regnety_120.sw_in12k_ft_in1k,288,75.63,24.37,92.94,7.06,51.82,1.0,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,75.62,24.38,92.9,7.1,39.57,0.965,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,75.62,24.38,92.5,7.5,60.4,0.95,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,75.58,24.42,92.49,7.51,69.9,0.9,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,75.57,24.43,93.11,6.89,86.66,1.0,bicubic -caformer_m36.sail_in1k,224,75.57,24.43,92.35,7.65,56.2,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,75.56,24.44,92.83,7.17,88.72,1.0,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,75.55,24.45,92.83,7.17,88.34,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,288,75.54,24.46,93.2,6.8,50.22,1.0,bicubic -vit_large_patch16_rope_224.naver_in1k,224,75.54,24.46,92.23,7.77,304.17,0.9,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,75.53,24.47,92.85,7.15,19.34,0.922,bicubic -inception_next_base.sail_in1k_384,384,75.52,24.48,92.53,7.47,86.67,1.0,bicubic -regnety_320.swag_lc_in1k,224,75.52,24.48,93.79,6.21,145.05,0.965,bicubic -hrnet_w48_ssld.paddle_in1k,288,75.51,24.49,92.85,7.15,77.47,1.0,bilinear -nextvit_base.bd_ssld_6m_in1k,224,75.5,24.5,93.17,6.83,44.82,0.95,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.47,24.53,92.69,7.31,88.79,0.875,bilinear -volo_d2_224.sail_in1k,224,75.47,24.53,92.47,7.53,58.68,0.96,bicubic -regnetz_e8.ra3_in1k,320,75.46,24.54,92.55,7.45,57.7,1.0,bicubic -dm_nfnet_f5.dm_in1k,544,75.43,24.57,92.77,7.23,377.21,0.954,bicubic -dm_nfnet_f3.dm_in1k,416,75.43,24.57,92.9,7.1,254.92,0.94,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,75.42,24.58,92.75,7.25,98.95,1.0,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,75.4,24.6,92.52,7.48,87.63,1.0,bicubic -tf_efficientnet_b6.ap_in1k,528,75.38,24.62,92.3,7.7,43.04,0.942,bicubic -cait_s24_384.fb_dist_in1k,384,75.38,24.62,92.52,7.48,47.06,1.0,bicubic -tf_efficientnetv2_l.in1k,384,75.35,24.65,92.36,7.64,118.52,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,75.34,24.66,92.66,7.34,54.14,1.0,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,75.33,24.67,92.69,7.31,88.3,1.0,bicubic -hgnet_small.ssld_in1k,288,75.32,24.68,92.66,7.34,24.36,1.0,bicubic -convnext_small.in12k_ft_in1k,224,75.32,24.68,92.8,7.2,50.22,0.95,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,75.32,24.68,93.28,6.72,86.57,0.9,bicubic -dm_nfnet_f4.dm_in1k,384,75.3,24.7,92.45,7.55,316.07,0.951,bicubic -dm_nfnet_f5.dm_in1k,416,75.3,24.7,92.47,7.53,377.21,0.954,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,75.29,24.71,92.44,7.56,38.88,0.95,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,75.29,24.71,92.76,7.24,33.44,1.0,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,75.29,24.71,92.23,7.77,304.4,0.9,bicubic -efficientvit_l2.r224_in1k,224,75.27,24.73,92.03,7.97,63.71,1.0,bicubic -caformer_s18.sail_in1k_384,384,75.24,24.76,92.65,7.35,26.34,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,75.24,24.76,92.5,7.5,88.83,1.0,bicubic -coat_lite_medium_384.in1k,384,75.21,24.79,92.18,7.82,44.57,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,75.19,24.81,92.32,7.68,84.4,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,75.17,24.83,92.65,7.35,45.88,1.0,bicubic -nextvit_small.bd_ssld_6m_in1k,224,75.17,24.83,92.81,7.19,31.76,0.95,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,75.17,24.83,92.34,7.66,304.37,0.9,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,75.17,24.83,92.36,7.64,94.45,1.0,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,75.15,24.85,92.27,7.73,304.2,0.9,bicubic -tf_efficientnetv2_m.in1k,480,75.14,24.86,92.63,7.37,54.14,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,75.13,24.87,92.8,7.2,22.21,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,416,75.13,24.87,92.54,7.46,53.24,1.0,bicubic -regnety_2560.seer_ft_in1k,384,75.11,24.89,92.71,7.29,1282.6,1.0,bicubic -rdnet_large.nv_in1k,224,75.09,24.91,92.14,7.86,186.27,0.9,bicubic -deit3_large_patch16_224.fb_in1k,224,75.08,24.92,92.22,7.78,304.37,0.9,bicubic -dm_nfnet_f2.dm_in1k,352,75.06,24.94,92.27,7.73,193.78,0.92,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,75.04,24.96,92.44,7.56,26.21,1.0,bicubic -mvitv2_large.fb_in1k,224,75.04,24.96,92.27,7.73,217.99,0.9,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,75.03,24.97,93.0,7.0,26.77,1.0,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,75.02,24.98,92.41,7.59,34.36,0.95,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,75.01,24.99,92.56,7.44,21.2,0.95,bicubic -convnextv2_base.fcmae_ft_in1k,224,74.99,25.01,92.29,7.71,88.72,0.875,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,74.98,25.02,92.4,7.6,47.63,1.0,bicubic -mambaout_small.in1k,288,74.97,25.03,91.7,8.3,48.49,1.0,bicubic -convnext_small.in12k_ft_in1k,288,74.97,25.03,92.61,7.39,50.22,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,74.95,25.05,92.27,7.73,86.48,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,320,74.91,25.09,92.07,7.93,53.24,1.0,bicubic -regnety_120.sw_in12k_ft_in1k,224,74.91,25.09,92.59,7.41,51.82,0.95,bicubic -convnext_large.fb_in1k,288,74.9,25.1,92.08,7.92,197.77,1.0,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,74.9,25.1,91.94,8.06,41.72,0.95,bicubic -ecaresnet269d.ra2_in1k,352,74.87,25.13,92.77,7.23,102.09,1.0,bicubic -maxvit_tiny_tf_384.in1k,384,74.86,25.14,92.4,7.6,30.98,1.0,bicubic -convformer_b36.sail_in1k,224,74.84,25.16,91.64,8.36,99.88,1.0,bicubic -mambaout_small_rw.sw_e450_in1k,288,74.82,25.18,91.79,8.21,48.5,1.0,bicubic -convnext_small.fb_in22k_ft_in1k,224,74.8,25.2,92.9,7.1,50.22,0.875,bicubic -ecaresnet269d.ra2_in1k,320,74.79,25.21,92.49,7.51,102.09,0.95,bicubic -convnext_tiny.in12k_ft_in1k_384,384,74.79,25.21,92.83,7.17,28.59,1.0,bicubic -deit3_base_patch16_384.fb_in1k,384,74.76,25.24,92.19,7.81,86.88,1.0,bicubic -convformer_s18.sail_in1k_384,384,74.76,25.24,92.54,7.46,26.77,1.0,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,74.75,25.25,91.91,8.09,66.01,0.95,bicubic -dm_nfnet_f3.dm_in1k,320,74.71,25.29,91.92,8.08,254.92,0.94,bicubic -hrnet_w48_ssld.paddle_in1k,224,74.69,25.31,92.09,7.91,77.47,0.95,bilinear -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,74.68,25.32,92.57,7.43,38.85,1.0,bicubic -maxvit_large_tf_224.in1k,224,74.67,25.33,91.8,8.2,211.79,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,74.66,25.34,91.91,8.09,32.59,1.0,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,74.65,25.35,92.53,7.47,47.67,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,74.64,25.36,91.93,8.07,94.45,0.95,bicubic -regnetz_e8.ra3_in1k,256,74.63,25.37,91.83,8.17,57.7,0.94,bicubic -eca_nfnet_l2.ra3_in1k,384,74.59,25.41,92.7,7.3,56.72,1.0,bicubic -caformer_s36.sail_in1k,224,74.58,25.42,92.02,7.98,39.3,1.0,bicubic -mambaout_base.in1k,288,74.56,25.44,91.41,8.59,84.81,1.0,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,74.56,25.44,91.99,8.01,189.1,1.0,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,74.55,25.45,91.91,8.09,38.86,0.95,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,74.55,25.45,91.59,8.41,63.95,0.95,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,74.55,25.45,91.84,8.16,51.52,0.9,bicubic -tf_efficientnet_b8.ra_in1k,672,74.55,25.45,92.18,7.82,87.41,0.954,bicubic -regnety_160.swag_lc_in1k,224,74.5,25.5,93.04,6.96,83.59,0.965,bicubic -gcvit_base.in1k,224,74.49,25.51,91.77,8.23,90.32,0.875,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,74.47,25.53,91.48,8.52,64.9,0.9,bicubic -convnext_tiny.in12k_ft_in1k,288,74.46,25.54,92.6,7.4,28.59,1.0,bicubic -tf_efficientnet_b7.ra_in1k,600,74.46,25.54,92.13,7.87,66.35,0.949,bicubic -nextvit_large.bd_in1k_384,384,74.44,25.56,92.55,7.45,57.87,1.0,bicubic -caformer_s18.sail_in22k_ft_in1k,224,74.44,25.56,92.52,7.48,26.34,1.0,bicubic -fastvit_ma36.apple_dist_in1k,256,74.44,25.56,91.93,8.07,44.07,0.95,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,74.43,25.57,91.85,8.15,88.83,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,74.4,25.6,92.09,7.91,32.59,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,74.4,25.6,91.71,8.29,86.48,0.95,bicubic -davit_base.msft_in1k,224,74.4,25.6,91.65,8.35,87.95,0.95,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,74.39,25.61,92.14,7.86,26.25,1.0,bicubic -convformer_m36.sail_in1k,224,74.39,25.61,91.48,8.52,57.05,1.0,bicubic -tf_efficientnet_b5.ap_in1k,456,74.39,25.61,91.92,8.08,30.39,0.934,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,74.39,25.61,92.47,7.53,34.81,1.0,bicubic -dm_nfnet_f1.dm_in1k,320,74.36,25.64,92.04,7.96,132.63,0.91,bicubic -regnetz_040_h.ra3_in1k,320,74.36,25.64,92.21,7.79,28.94,1.0,bicubic -rdnet_base.nv_in1k,224,74.33,25.67,91.82,8.18,87.45,0.9,bicubic -maxvit_base_tf_224.in1k,224,74.31,25.69,91.88,8.12,119.47,0.95,bicubic -hgnet_small.ssld_in1k,224,74.3,25.7,92.09,7.91,24.36,0.965,bicubic -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,74.3,25.7,92.45,7.55,88.3,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,74.3,25.7,92.41,7.59,21.46,1.0,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,74.29,25.71,91.63,8.37,37.76,1.0,bicubic -regnetz_040.ra3_in1k,320,74.29,25.71,91.85,8.15,27.12,1.0,bicubic -eca_nfnet_l2.ra3_in1k,320,74.29,25.71,92.32,7.68,56.72,0.9,bicubic -resnest200e.in1k,320,74.25,25.75,91.86,8.14,70.2,0.909,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,74.24,25.76,91.6,8.4,32.59,0.95,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,74.24,25.76,92.54,7.46,19.8,1.0,bicubic -nextvit_base.bd_in1k_384,384,74.22,25.78,92.19,7.81,44.82,1.0,bicubic -resnetrs200.tf_in1k,320,74.2,25.8,91.86,8.14,93.21,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,74.2,25.8,91.24,8.76,73.88,0.95,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,74.2,25.8,92.31,7.69,328.99,0.9,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,74.2,25.8,92.08,7.92,129.14,0.875,bicubic -seresnet152d.ra2_in1k,320,74.19,25.81,91.99,8.01,66.84,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,74.19,25.81,91.94,8.06,45.88,1.0,bicubic -convnext_large.fb_in1k,224,74.19,25.81,91.53,8.47,197.77,0.875,bicubic -mvitv2_base.fb_in1k,224,74.19,25.81,91.51,8.49,51.47,0.9,bicubic -swinv2_base_window16_256.ms_in1k,256,74.18,25.82,91.87,8.13,87.92,0.9,bicubic -convnext_base.fb_in1k,288,74.18,25.82,91.67,8.33,88.59,1.0,bicubic -xcit_large_24_p8_224.fb_in1k,224,74.17,25.83,90.85,9.15,188.93,1.0,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,74.16,25.84,91.68,8.32,22.52,0.95,bicubic -flexivit_base.1200ep_in1k,240,74.16,25.84,91.81,8.19,86.59,0.95,bicubic -tf_efficientnetv2_m.in1k,384,74.13,25.87,91.94,8.06,54.14,1.0,bicubic -convformer_s36.sail_in1k,224,74.13,25.87,91.2,8.8,40.01,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,74.13,25.87,92.45,7.55,28.64,1.0,bicubic -convnext_tiny.in12k_ft_in1k,224,74.12,25.88,92.17,7.83,28.59,0.95,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,74.11,25.89,91.06,8.94,86.43,0.95,bicubic -efficientvit_l1.r224_in1k,224,74.11,25.89,91.68,8.32,52.65,1.0,bicubic -cait_xs24_384.fb_dist_in1k,384,74.11,25.89,91.92,8.08,26.67,1.0,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,74.1,25.9,92.37,7.63,86.57,0.9,bicubic -volo_d1_224.sail_in1k,224,74.1,25.9,92.05,7.95,26.63,0.96,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,74.1,25.9,92.0,8.0,37.76,1.0,bicubic -efficientnetv2_rw_s.ra2_in1k,384,74.09,25.91,91.79,8.21,23.94,1.0,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,74.06,25.94,91.63,8.37,86.54,0.875,bilinear -flexivit_base.600ep_in1k,240,74.05,25.95,91.61,8.39,86.59,0.95,bicubic -seresnextaa101d_32x8d.ah_in1k,288,74.04,25.96,91.64,8.36,93.59,1.0,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,74.04,25.96,91.73,8.27,34.36,0.95,bicubic -tf_efficientnetv2_s.in1k,384,74.04,25.96,91.42,8.58,21.46,1.0,bicubic -seresnext101d_32x8d.ah_in1k,288,74.04,25.96,91.66,8.34,93.59,1.0,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,74.04,25.96,91.94,8.06,44.18,0.875,bilinear -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,74.02,25.98,91.21,8.79,32.59,0.95,bicubic -flexivit_base.300ep_in1k,240,74.01,25.99,91.35,8.65,86.59,0.95,bicubic -crossvit_18_dagger_408.in1k,408,74.01,25.99,91.3,8.7,44.61,1.0,bicubic -inception_next_base.sail_in1k,224,74.0,26.0,91.37,8.63,86.67,0.95,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,73.97,26.03,91.95,8.05,19.8,0.965,bicubic -mambaout_small.in1k,224,73.97,26.03,91.14,8.86,48.49,1.0,bicubic -davit_small.msft_in1k,224,73.96,26.04,91.57,8.43,49.75,0.95,bicubic -resnest269e.in1k,416,73.94,26.06,92.04,7.96,110.93,0.928,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,73.94,26.06,91.66,8.34,33.44,1.0,bicubic -fastvit_sa36.apple_dist_in1k,256,73.92,26.08,91.66,8.34,31.53,0.9,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,73.91,26.09,91.69,8.31,26.21,1.0,bicubic -eca_nfnet_l1.ra2_in1k,320,73.88,26.12,92.03,7.97,41.41,1.0,bicubic -tf_efficientnet_b7.aa_in1k,600,73.88,26.12,91.72,8.28,66.35,0.949,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,73.88,26.12,91.54,8.46,86.59,0.9,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,73.87,26.13,92.23,7.77,36.47,1.0,bicubic -tf_efficientnet_b6.aa_in1k,528,73.86,26.14,91.67,8.33,43.04,0.942,bicubic -repvgg_d2se.rvgg_in1k,320,73.85,26.15,91.39,8.61,133.33,1.0,bilinear -deit3_small_patch16_224.fb_in22k_ft_in1k,224,73.85,26.15,91.97,8.03,22.06,1.0,bicubic -resnetrs420.tf_in1k,416,73.83,26.17,91.69,8.31,191.89,1.0,bicubic -pit_b_distilled_224.in1k,224,73.82,26.18,90.74,9.26,74.79,0.9,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,73.81,26.19,91.79,8.21,12.23,0.904,bicubic -focalnet_base_lrf.ms_in1k,224,73.8,26.2,91.07,8.93,88.75,0.9,bicubic -regnety_1280.seer_ft_in1k,384,73.8,26.2,91.76,8.24,644.81,1.0,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,73.8,26.2,91.16,8.84,60.23,0.95,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,73.78,26.22,92.09,7.91,86.86,1.0,bicubic -convnext_base.fb_in1k,224,73.78,26.22,91.25,8.75,88.59,0.875,bicubic -seresnext101_32x8d.ah_in1k,288,73.77,26.23,91.38,8.62,93.57,1.0,bicubic -rdnet_small.nv_in1k,224,73.77,26.23,91.34,8.66,50.44,0.9,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,73.77,26.23,91.5,8.5,38.74,0.95,bicubic -mambaout_base.in1k,224,73.76,26.24,91.0,9.0,84.81,1.0,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,73.75,26.25,91.39,8.61,86.59,0.9,bicubic -fastvit_ma36.apple_in1k,256,73.74,26.26,91.58,8.42,44.07,0.95,bicubic -efficientvit_b3.r288_in1k,288,73.74,26.26,91.41,8.59,48.65,1.0,bicubic -resnetrs420.tf_in1k,320,73.74,26.26,91.08,8.92,191.89,1.0,bicubic -regnetz_d32.ra3_in1k,320,73.74,26.26,91.86,8.14,27.58,0.95,bicubic -regnetz_d8.ra3_in1k,320,73.73,26.27,91.96,8.04,23.37,1.0,bicubic -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,73.72,26.28,92.09,7.91,194.03,0.875,bilinear -maxvit_small_tf_224.in1k,224,73.7,26.3,91.4,8.6,68.93,0.95,bicubic -regnetz_040.ra3_in1k,256,73.7,26.3,91.24,8.76,27.12,1.0,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,73.69,26.31,92.33,7.67,49.61,0.9,bicubic -mambaout_small_rw.sw_e450_in1k,224,73.69,26.31,91.11,8.89,48.5,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,73.69,26.31,91.78,8.22,44.57,1.0,bicubic -gcvit_small.in1k,224,73.68,26.32,91.32,8.68,51.09,0.875,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,73.68,26.32,92.18,7.82,88.79,0.875,bilinear -xcit_medium_24_p16_224.fb_dist_in1k,224,73.67,26.33,91.49,8.51,84.4,1.0,bicubic -swinv2_base_window8_256.ms_in1k,256,73.67,26.33,91.61,8.39,87.92,0.9,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,73.64,26.36,91.41,8.59,29.15,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,73.63,26.37,91.08,8.92,37.76,0.95,bicubic -edgenext_base.usi_in1k,320,73.63,26.37,91.77,8.23,18.51,1.0,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,73.6,26.4,91.34,8.66,86.44,0.9,bicubic -edgenext_base.in21k_ft_in1k,320,73.6,26.4,91.84,8.16,18.51,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,73.6,26.4,92.34,7.66,19.8,1.0,bicubic -maxvit_tiny_rw_224.sw_in1k,224,73.59,26.41,90.86,9.14,29.06,0.95,bicubic -seresnet152d.ra2_in1k,256,73.59,26.41,91.5,8.5,66.84,0.95,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,73.59,26.41,91.38,8.62,35.01,0.9,bicubic -sequencer2d_l.in1k,224,73.57,26.43,91.1,8.9,54.3,0.875,bicubic -convnext_small.fb_in1k,288,73.57,26.43,91.39,8.61,50.22,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,224,73.57,26.43,90.94,9.06,93.59,0.95,bicubic -dm_nfnet_f2.dm_in1k,256,73.56,26.44,91.42,8.58,193.78,0.92,bicubic -pvt_v2_b4.in1k,224,73.56,26.44,91.12,8.88,62.56,0.9,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,73.54,26.46,91.95,8.05,28.64,1.0,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,73.48,26.52,91.52,8.48,37.76,0.95,bicubic -coat_lite_medium.in1k,224,73.48,26.52,91.23,8.77,44.57,0.9,bicubic -inception_next_small.sail_in1k,224,73.48,26.52,91.14,8.86,49.37,0.875,bicubic -edgenext_base.in21k_ft_in1k,256,73.48,26.52,91.24,8.76,18.51,0.95,bicubic -regnety_080.ra3_in1k,288,73.48,26.52,91.7,8.3,39.18,1.0,bicubic -resnetrs270.tf_in1k,352,73.46,26.54,91.45,8.55,129.86,1.0,bicubic -twins_svt_large.in1k,224,73.45,26.55,90.87,9.13,99.27,0.9,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,73.45,26.55,91.03,8.97,46.17,0.875,bilinear -xcit_tiny_24_p8_384.fb_dist_in1k,384,73.45,26.55,91.66,8.34,12.11,1.0,bicubic -repvit_m2_3.dist_450e_in1k,224,73.45,26.55,91.08,8.92,23.69,0.95,bicubic -regnetz_040_h.ra3_in1k,256,73.44,26.56,91.54,8.46,28.94,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k,224,73.44,26.56,91.93,8.07,26.77,1.0,bicubic -resnetrs350.tf_in1k,288,73.44,26.56,91.11,8.89,163.96,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,73.43,26.57,91.24,8.76,60.4,0.95,bicubic -deit3_base_patch16_224.fb_in1k,224,73.42,26.58,91.26,8.74,86.59,0.9,bicubic -swinv2_small_window16_256.ms_in1k,256,73.4,26.6,91.28,8.72,49.73,0.9,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,73.4,26.6,91.1,8.9,44.57,0.95,bicubic -edgenext_base.usi_in1k,256,73.4,26.6,91.17,8.83,18.51,0.95,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,73.39,26.61,91.8,8.2,34.81,0.95,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,73.38,26.62,91.09,8.91,129.14,0.875,bicubic -regnety_064.ra3_in1k,288,73.38,26.62,91.26,8.74,30.58,1.0,bicubic -resnetrs200.tf_in1k,256,73.37,26.63,91.22,8.78,93.21,1.0,bicubic -vit_base_patch16_rope_224.naver_in1k,224,73.36,26.64,91.32,8.68,86.43,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,73.36,26.64,91.86,8.14,28.59,1.0,bicubic -swin_s3_base_224.ms_in1k,224,73.36,26.64,91.27,8.73,71.13,0.9,bicubic -resnet200d.ra2_in1k,320,73.35,26.65,91.46,8.54,64.69,1.0,bicubic -tf_efficientnet_b5.ra_in1k,456,73.34,26.66,91.37,8.63,30.39,0.934,bicubic -regnety_160.deit_in1k,288,73.32,26.68,91.63,8.37,83.59,1.0,bicubic -swin_base_patch4_window12_384.ms_in1k,384,73.32,26.68,91.35,8.65,87.9,1.0,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,73.3,26.7,91.84,8.16,16.29,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,73.29,26.71,91.8,8.2,19.8,0.965,bicubic -tf_efficientnet_b5.aa_in1k,456,73.28,26.72,91.07,8.93,30.39,0.934,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,73.28,26.72,91.96,8.04,16.29,1.0,bicubic -regnetv_064.ra3_in1k,288,73.28,26.72,91.6,8.4,30.58,1.0,bicubic -efficientnet_b4.ra2_in1k,384,73.27,26.73,91.32,8.68,19.34,1.0,bicubic -focalnet_base_srf.ms_in1k,224,73.27,26.73,91.3,8.7,88.15,0.9,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,73.27,26.73,91.15,8.85,60.4,0.95,bicubic -gcvit_tiny.in1k,224,73.27,26.73,90.86,9.14,28.22,0.875,bicubic -focalnet_small_srf.ms_in1k,224,73.27,26.73,90.63,9.37,49.89,0.9,bicubic -regnetz_d8_evos.ch_in1k,256,73.26,26.74,90.76,9.24,23.46,0.95,bicubic -regnetz_d8.ra3_in1k,256,73.25,26.75,91.3,8.7,23.37,0.94,bicubic -resnet152d.ra2_in1k,320,73.25,26.75,91.2,8.8,60.21,1.0,bicubic -mvitv2_small.fb_in1k,224,73.25,26.75,91.12,8.88,34.87,0.9,bicubic -tiny_vit_21m_224.in1k,224,73.25,26.75,91.41,8.59,21.2,0.95,bicubic -swinv2_small_window8_256.ms_in1k,256,73.2,26.8,91.04,8.96,49.73,0.9,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,73.2,26.8,91.17,8.83,32.59,1.0,bicubic -pvt_v2_b5.in1k,224,73.19,26.81,91.3,8.7,81.96,0.9,bicubic -seresnext101d_32x8d.ah_in1k,224,73.18,26.82,91.2,8.8,93.59,0.95,bicubic -regnetz_d8_evos.ch_in1k,320,73.17,26.83,91.63,8.37,23.46,1.0,bicubic -nest_base_jx.goog_in1k,224,73.17,26.83,90.99,9.01,67.72,0.875,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,73.17,26.83,91.21,8.79,38.88,0.95,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,73.17,26.83,91.89,8.11,22.2,1.0,bicubic -fastvit_sa24.apple_dist_in1k,256,73.16,26.84,91.39,8.61,21.55,0.9,bicubic -fastvit_sa36.apple_in1k,256,73.15,26.85,90.96,9.04,31.53,0.9,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,73.15,26.85,91.46,8.54,47.67,1.0,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,73.14,26.86,91.78,8.22,936.53,1.0,bilinear -ese_vovnet57b.ra4_e3600_r256_in1k,320,73.14,26.86,91.15,8.85,38.61,1.0,bicubic -regnetz_d32.ra3_in1k,256,73.14,26.86,91.45,8.55,27.58,0.95,bicubic -xcit_medium_24_p8_224.fb_in1k,224,73.14,26.86,90.44,9.56,84.32,1.0,bicubic -cs3se_edgenet_x.c2ns_in1k,320,73.14,26.86,91.28,8.72,50.72,1.0,bicubic -xcit_small_24_p8_224.fb_in1k,224,73.14,26.86,91.23,8.77,47.63,1.0,bicubic -resnetrs350.tf_in1k,384,73.13,26.87,91.18,8.82,163.96,1.0,bicubic -seresnext101_32x8d.ah_in1k,224,73.12,26.88,90.49,9.51,93.57,0.95,bicubic -nextvit_large.bd_in1k,224,73.1,26.9,91.55,8.45,57.87,0.95,bicubic -fasternet_l.in1k,224,73.1,26.9,90.81,9.19,93.47,1.0,bicubic -eca_nfnet_l1.ra2_in1k,256,73.1,26.9,91.37,8.63,41.41,0.9,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,73.09,26.91,91.37,8.63,11.07,1.0,bicubic -efficientvit_b3.r256_in1k,256,73.08,26.92,90.9,9.1,48.65,1.0,bicubic -resnet200d.ra2_in1k,256,73.07,26.93,90.85,9.15,64.69,0.95,bicubic -nextvit_small.bd_in1k_384,384,73.07,26.93,91.48,8.52,31.76,1.0,bicubic -pvt_v2_b3.in1k,224,73.07,26.93,90.99,9.01,45.24,0.9,bicubic -naflexvit_base_patch16_gap.e300_s576_in1k,384,73.06,26.94,90.59,9.41,86.63,1.0,bicubic -resnet152.a1h_in1k,288,73.06,26.94,91.13,8.87,60.19,1.0,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,73.05,26.95,91.05,8.95,38.88,0.95,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,73.04,26.96,91.99,8.01,236.34,1.0,bilinear -swin_s3_small_224.ms_in1k,224,73.03,26.97,90.72,9.28,49.74,0.9,bicubic -efficientvit_b3.r224_in1k,224,73.01,26.99,90.54,9.46,48.65,0.95,bicubic -repvit_m2_3.dist_300e_in1k,224,73.01,26.99,90.86,9.14,23.69,0.95,bicubic -cait_s24_224.fb_dist_in1k,224,73.01,26.99,91.2,8.8,46.92,1.0,bicubic -deit3_small_patch16_384.fb_in1k,384,73.01,26.99,91.25,8.75,22.21,1.0,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,72.99,27.01,91.58,8.42,28.64,0.875,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,72.98,27.02,91.24,8.76,32.59,1.0,bicubic -regnety_080.ra3_in1k,224,72.98,27.02,90.75,9.25,39.18,0.95,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,72.97,27.03,90.96,9.04,87.34,0.9,bicubic -maxvit_tiny_tf_224.in1k,224,72.96,27.04,90.88,9.12,30.92,0.95,bicubic -resnetrs270.tf_in1k,256,72.93,27.07,90.62,9.38,129.86,1.0,bicubic -efficientnetv2_rw_s.ra2_in1k,288,72.9,27.1,91.29,8.71,23.94,1.0,bicubic -caformer_s18.sail_in1k,224,72.9,27.1,90.96,9.04,26.34,1.0,bicubic -resnetrs152.tf_in1k,320,72.89,27.11,91.2,8.8,86.62,1.0,bicubic -hgnet_tiny.ssld_in1k,288,72.89,27.11,91.59,8.41,14.74,1.0,bicubic -regnety_320.tv2_in1k,224,72.89,27.11,90.78,9.22,145.05,0.965,bicubic -regnety_640.seer_ft_in1k,384,72.89,27.11,91.27,8.73,281.38,1.0,bicubic -efficientformerv2_l.snap_dist_in1k,224,72.86,27.14,90.82,9.18,26.32,0.95,bicubic -rexnet_300.nav_in1k,224,72.85,27.15,90.7,9.3,34.71,0.875,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,72.84,27.16,90.8,9.2,41.69,0.95,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,72.82,27.18,91.37,8.63,21.46,1.0,bicubic -convnextv2_tiny.fcmae_ft_in1k,288,72.81,27.19,91.08,8.92,28.64,1.0,bicubic -regnety_160.deit_in1k,224,72.8,27.2,90.93,9.07,83.59,0.95,bicubic -regnetv_064.ra3_in1k,224,72.8,27.2,90.71,9.29,30.58,0.95,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,72.77,27.23,90.59,9.41,49.7,0.9,bicubic -crossvit_15_dagger_408.in1k,408,72.76,27.24,91.05,8.95,28.5,1.0,bicubic -tf_efficientnet_b4.ap_in1k,380,72.76,27.24,91.04,8.96,19.34,0.922,bicubic -tf_efficientnetv2_s.in1k,300,72.76,27.24,90.77,9.23,21.46,1.0,bicubic -nextvit_base.bd_in1k,224,72.75,27.25,91.23,8.77,44.82,0.95,bicubic -focalnet_small_lrf.ms_in1k,224,72.74,27.26,90.8,9.2,50.34,0.9,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,72.72,27.28,90.94,9.06,236.34,1.0,bicubic -twins_svt_base.in1k,224,72.72,27.28,90.42,9.58,56.07,0.9,bicubic -regnetv_040.ra3_in1k,288,72.7,27.3,91.12,8.88,20.64,1.0,bicubic -resnetv2_101.a1h_in1k,288,72.7,27.3,90.58,9.42,44.54,1.0,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,72.7,27.3,90.65,9.35,86.63,1.0,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,72.69,27.31,90.66,9.34,86.46,1.0,bicubic -efficientformer_l7.snap_dist_in1k,224,72.69,27.31,90.69,9.31,82.23,0.95,bicubic -coatnet_1_rw_224.sw_in1k,224,72.68,27.32,90.79,9.21,41.72,0.95,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,72.68,27.32,91.16,8.84,88.3,1.0,bicubic -xcit_small_12_p8_224.fb_in1k,224,72.67,27.33,90.66,9.34,26.21,1.0,bicubic -regnety_064.ra3_in1k,224,72.65,27.35,90.63,9.37,30.58,0.95,bicubic -ecaresnet101d.miil_in1k,288,72.64,27.36,91.01,8.99,44.57,0.95,bicubic -regnety_032.ra_in1k,288,72.61,27.39,90.93,9.07,19.44,1.0,bicubic -xception65p.ra3_in1k,299,72.59,27.41,90.75,9.25,39.82,0.94,bicubic -regnety_040.ra3_in1k,288,72.59,27.41,90.74,9.26,20.65,1.0,bicubic -twins_pcpvt_large.in1k,224,72.58,27.42,90.88,9.12,60.99,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,72.58,27.42,91.34,8.66,28.59,0.875,bicubic -xception65.ra3_in1k,299,72.57,27.43,90.71,9.29,39.92,0.94,bicubic -pnasnet5large.tf_in1k,331,72.56,27.44,90.53,9.47,86.06,0.911,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,72.54,27.46,91.08,8.92,26.25,1.0,bicubic -mambaout_tiny.in1k,288,72.54,27.46,90.65,9.35,26.55,1.0,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,72.53,27.47,91.29,8.71,16.29,0.965,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,72.53,27.47,91.29,8.71,11.07,1.0,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,72.53,27.47,90.93,9.07,88.22,0.9,bicubic -deit_base_patch16_384.fb_in1k,384,72.52,27.48,90.2,9.8,86.86,1.0,bicubic -deit3_medium_patch16_224.fb_in1k,224,72.5,27.5,90.81,9.19,38.85,0.9,bicubic -nfnet_l0.ra2_in1k,288,72.5,27.5,90.88,9.12,35.07,1.0,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,72.49,27.51,91.15,8.85,16.29,0.965,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,72.48,27.52,90.48,9.52,32.59,0.95,bicubic -resnext101_64x4d.c1_in1k,288,72.47,27.53,90.66,9.34,83.46,1.0,bicubic -tf_efficientnet_b5.in1k,456,72.47,27.53,90.9,9.1,30.39,0.934,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,72.46,27.54,90.85,9.15,25.03,0.875,bilinear -regnety_080_tv.tv2_in1k,224,72.46,27.54,90.51,9.49,39.38,0.965,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,72.45,27.55,90.82,9.18,13.68,1.0,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,72.43,27.57,92.07,7.93,387.93,1.0,bilinear -convformer_s18.sail_in1k,224,72.43,27.57,90.56,9.44,26.77,1.0,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,72.41,27.59,90.79,9.21,12.11,1.0,bicubic -swin_base_patch4_window7_224.ms_in1k,224,72.4,27.6,90.84,9.16,87.77,0.9,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,72.4,27.6,90.8,9.2,32.59,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,72.4,27.6,90.73,9.27,11.07,0.95,bicubic -cs3sedarknet_x.c2ns_in1k,288,72.39,27.61,91.04,8.96,35.4,1.0,bicubic -sequencer2d_m.in1k,224,72.39,27.61,90.67,9.33,38.31,0.875,bicubic -rdnet_tiny.nv_in1k,224,72.38,27.62,90.44,9.56,23.86,0.9,bicubic -tnt_b_patch16_224.in1k,224,72.37,27.63,90.59,9.41,65.43,0.9,bicubic -resnet101d.ra2_in1k,320,72.37,27.63,90.58,9.42,44.57,1.0,bicubic -nest_small_jx.goog_in1k,224,72.36,27.64,90.73,9.27,38.35,0.875,bicubic -hrnet_w18_ssld.paddle_in1k,288,72.34,27.66,90.77,9.23,21.3,1.0,bilinear -maxxvit_rmlp_nano_rw_256.sw_in1k,256,72.33,27.67,90.77,9.23,16.78,0.95,bicubic -nasnetalarge.tf_in1k,331,72.33,27.67,90.52,9.48,88.75,0.911,bicubic -resnest101e.in1k,256,72.33,27.67,90.77,9.23,48.28,0.875,bilinear -efficientnetv2_rw_t.ra2_in1k,288,72.32,27.68,90.46,9.54,13.65,1.0,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,72.31,27.69,91.01,8.99,9.11,0.89,bicubic -efficientvit_b2.r288_in1k,288,72.3,27.7,90.86,9.14,24.33,1.0,bicubic -convnext_small.fb_in1k,224,72.3,27.7,90.86,9.14,50.22,0.875,bicubic -swiftformer_l3.dist_in1k,224,72.3,27.7,90.57,9.43,28.49,0.95,bicubic -convnext_nano.r384_in12k_ft_in1k,384,72.26,27.74,91.04,8.96,15.59,1.0,bicubic -resnet152d.ra2_in1k,256,72.25,27.75,90.6,9.4,60.21,0.95,bicubic -twins_pcpvt_base.in1k,224,72.25,27.75,90.55,9.45,43.83,0.9,bicubic -resnext101_32x8d.tv2_in1k,224,72.24,27.76,90.16,9.84,88.79,0.965,bilinear -hgnetv2_b2.ssld_stage2_ft_in1k,288,72.24,27.76,90.82,9.18,11.22,1.0,bicubic -efficientnet_b4.ra2_in1k,320,72.23,27.77,90.62,9.38,19.34,0.875,bicubic -crossvit_18_240.in1k,240,72.22,27.78,90.28,9.72,43.27,0.875,bicubic -resnext101_64x4d.tv_in1k,224,72.2,27.8,90.61,9.39,83.46,0.875,bilinear -tresnet_xl.miil_in1k_448,448,72.2,27.8,90.11,9.89,78.44,0.875,bilinear -tf_efficientnet_b4.aa_in1k,380,72.18,27.82,90.51,9.49,19.34,0.922,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,72.18,27.82,91.08,8.92,25.55,0.875,bicubic -cs3se_edgenet_x.c2ns_in1k,256,72.17,27.83,90.75,9.25,50.72,0.95,bicubic -maxvit_nano_rw_256.sw_in1k,256,72.16,27.84,90.46,9.54,15.45,0.95,bicubic -regnetx_320.tv2_in1k,224,72.15,27.85,90.18,9.82,107.81,0.965,bicubic -tresnet_m.miil_in21k_ft_in1k,224,72.15,27.85,90.18,9.82,31.39,0.875,bilinear -dm_nfnet_f1.dm_in1k,224,72.15,27.85,90.41,9.59,132.63,0.91,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,72.14,27.86,91.38,8.62,11.0,0.95,bicubic -cait_xxs36_384.fb_dist_in1k,384,72.14,27.86,90.78,9.22,17.37,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,72.13,27.87,91.27,8.73,16.52,1.0,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,72.12,27.88,90.33,9.67,15.5,0.95,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,72.12,27.88,90.51,9.49,23.7,0.95,bicubic -repvit_m1_5.dist_450e_in1k,224,72.11,27.89,90.4,9.6,14.64,0.95,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,72.09,27.91,90.29,9.71,38.76,0.9,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,72.08,27.92,90.52,9.48,12.12,1.0,bicubic -fastvit_sa24.apple_in1k,256,72.07,27.93,90.75,9.25,21.55,0.9,bicubic -regnetz_c16_evos.ch_in1k,320,72.06,27.94,91.07,8.93,13.49,0.95,bicubic -regnetz_c16.ra3_in1k,320,72.05,27.95,90.94,9.06,13.46,1.0,bicubic -regnety_320.seer_ft_in1k,384,72.04,27.96,90.86,9.14,145.05,1.0,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,72.03,27.97,90.35,9.65,28.64,0.875,bicubic -convnext_nano.in12k_ft_in1k,288,72.03,27.97,90.87,9.13,15.59,1.0,bicubic -crossvit_18_dagger_240.in1k,240,72.01,27.99,90.11,9.89,44.27,0.875,bicubic -resnext101_64x4d.c1_in1k,224,71.98,28.02,89.71,10.29,83.46,0.95,bicubic -coat_small.in1k,224,71.97,28.03,90.45,9.55,21.69,0.9,bicubic -regnety_040.ra3_in1k,224,71.97,28.03,90.35,9.65,20.65,0.95,bicubic -resnet101.a1h_in1k,288,71.95,28.05,90.77,9.23,44.55,1.0,bicubic -cs3edgenet_x.c2_in1k,288,71.94,28.06,90.39,9.61,47.82,1.0,bicubic -fasternet_m.in1k,224,71.94,28.06,90.56,9.44,53.52,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,71.93,28.07,90.41,9.59,11.07,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,71.93,28.07,90.76,9.24,11.07,1.0,bicubic -regnetv_040.ra3_in1k,224,71.93,28.07,90.44,9.56,20.64,0.95,bicubic -convnext_tiny_hnf.a2h_in1k,288,71.92,28.08,89.62,10.38,28.59,1.0,bicubic -regnety_160.tv2_in1k,224,71.92,28.08,90.22,9.78,83.59,0.965,bicubic -swinv2_tiny_window16_256.ms_in1k,256,71.91,28.09,90.49,9.51,28.35,0.9,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,71.9,28.1,90.23,9.77,32.59,1.0,bicubic -inception_next_tiny.sail_in1k,224,71.89,28.11,90.02,9.98,28.06,0.875,bicubic -regnetz_c16_evos.ch_in1k,256,71.89,28.11,90.75,9.25,13.49,0.95,bicubic -davit_tiny.msft_in1k,224,71.88,28.12,90.24,9.76,28.36,0.95,bicubic -dm_nfnet_f0.dm_in1k,256,71.88,28.12,90.72,9.28,71.49,0.9,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,71.87,28.13,90.75,9.25,22.52,0.95,bicubic -convnext_tiny.fb_in1k,288,71.87,28.13,90.18,9.82,28.59,1.0,bicubic -resnet101.a1_in1k,288,71.84,28.16,89.1,10.9,44.55,1.0,bicubic -mambaout_tiny.in1k,224,71.83,28.17,89.98,10.02,26.55,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,71.82,28.18,90.76,9.24,15.62,1.0,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,71.82,28.18,91.26,8.74,217.32,1.0,bilinear -resnetrs152.tf_in1k,256,71.81,28.19,90.25,9.75,86.62,1.0,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,71.8,28.2,90.71,9.29,6.71,1.0,bicubic -seresnext50_32x4d.racm_in1k,288,71.8,28.2,89.94,10.06,27.56,0.95,bicubic -efficientformer_l3.snap_dist_in1k,224,71.78,28.22,90.15,9.85,31.41,0.95,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,71.77,28.23,90.49,9.51,18.45,1.0,bicubic -resnet152.a1h_in1k,224,71.76,28.24,90.27,9.73,60.19,0.95,bicubic -swin_small_patch4_window7_224.ms_in1k,224,71.75,28.25,90.22,9.78,49.61,0.9,bicubic -hgnet_tiny.ssld_in1k,224,71.74,28.26,90.53,9.47,14.74,0.965,bicubic -sequencer2d_s.in1k,224,71.74,28.26,90.52,9.48,27.65,0.875,bicubic -efficientvit_b2.r256_in1k,256,71.73,28.27,90.25,9.75,24.33,1.0,bicubic -pvt_v2_b2_li.in1k,224,71.73,28.27,90.1,9.9,22.55,0.9,bicubic -regnetx_160.tv2_in1k,224,71.73,28.27,90.11,9.89,54.28,0.965,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,71.72,28.28,90.46,9.54,38.61,0.95,bicubic -resnet152.a2_in1k,288,71.71,28.29,89.31,10.69,60.19,1.0,bicubic -flexivit_small.1200ep_in1k,240,71.69,28.31,90.26,9.74,22.06,0.95,bicubic -convnext_nano.in12k_ft_in1k,224,71.67,28.33,90.6,9.4,15.59,0.95,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,71.67,28.33,90.58,9.42,25.56,0.875,bilinear -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,71.66,28.34,90.26,9.74,86.43,0.9,bicubic -pit_b_224.in1k,224,71.65,28.35,89.28,10.72,73.76,0.9,bicubic -repvit_m1_5.dist_300e_in1k,224,71.63,28.37,90.21,9.79,14.64,0.95,bicubic -crossvit_15_dagger_240.in1k,240,71.63,28.37,89.81,10.19,28.21,0.875,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,71.62,28.38,90.53,9.47,14.25,1.0,bicubic -gcvit_xtiny.in1k,224,71.61,28.39,90.15,9.85,19.98,0.875,bicubic -flexivit_small.600ep_in1k,240,71.61,28.39,90.12,9.88,22.06,0.95,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,71.61,28.39,90.23,9.77,86.43,0.9,bicubic -swinv2_cr_small_224.sw_in1k,224,71.6,28.4,90.14,9.86,49.7,0.9,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,71.6,28.4,89.71,10.29,25.58,0.95,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,71.6,28.4,90.58,9.42,11.22,1.0,bicubic -resnet61q.ra2_in1k,288,71.6,28.4,90.13,9.87,36.85,1.0,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,71.6,28.4,90.33,9.67,27.44,0.95,bicubic -eca_nfnet_l0.ra2_in1k,288,71.59,28.41,91.01,8.99,24.14,1.0,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,71.59,28.41,89.96,10.04,27.91,0.9,bicubic -flexivit_small.300ep_in1k,240,71.59,28.41,89.86,10.14,22.06,0.95,bicubic -resnet152.tv2_in1k,224,71.58,28.42,89.88,10.12,60.19,0.965,bilinear -mvitv2_tiny.fb_in1k,224,71.56,28.44,90.22,9.78,24.17,0.9,bicubic -xcit_large_24_p16_224.fb_in1k,224,71.53,28.47,89.19,10.81,189.1,1.0,bicubic -efficientnet_b3.ra2_in1k,320,71.53,28.47,90.02,9.98,12.23,1.0,bicubic -convit_base.fb_in1k,224,71.52,28.48,90.08,9.92,86.54,0.875,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,71.52,28.48,90.64,9.36,15.62,1.0,bicubic -poolformer_m48.sail_in1k,224,71.51,28.49,89.72,10.28,73.47,0.95,bicubic -resnetv2_50d_evos.ah_in1k,288,71.5,28.5,90.04,9.96,25.59,1.0,bicubic -resnet101d.ra2_in1k,256,71.5,28.5,89.85,10.15,44.57,0.95,bicubic -ecaresnet101d_pruned.miil_in1k,288,71.5,28.5,90.38,9.62,24.88,0.95,bicubic -tresnet_l.miil_in1k_448,448,71.48,28.52,89.96,10.04,55.99,0.875,bilinear -tresnet_xl.miil_in1k,224,71.46,28.54,89.47,10.53,78.44,0.875,bilinear -resnetaa50d.sw_in12k_ft_in1k,288,71.45,28.55,90.36,9.64,25.58,1.0,bicubic -regnety_032.ra_in1k,224,71.45,28.55,90.19,9.81,19.44,0.95,bicubic -poolformerv2_m48.sail_in1k,224,71.44,28.56,89.82,10.18,73.35,1.0,bicubic -fbnetv3_g.ra2_in1k,288,71.43,28.57,90.34,9.66,16.62,0.95,bilinear -nextvit_small.bd_in1k,224,71.43,28.57,90.39,9.61,31.76,0.95,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,71.43,28.57,90.28,9.72,236.34,0.875,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,71.43,28.57,90.34,9.66,88.79,0.875,bilinear -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,71.41,28.59,90.63,9.37,9.72,0.95,bicubic -efficientvit_b2.r224_in1k,224,71.39,28.61,89.67,10.33,24.33,0.95,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,71.38,28.62,90.47,9.53,88.22,0.9,bicubic -coatnet_0_rw_224.sw_in1k,224,71.35,28.65,89.37,10.63,27.44,0.95,bicubic -pvt_v2_b2.in1k,224,71.34,28.66,89.99,10.01,25.36,0.9,bicubic -resnet152.a1_in1k,288,71.33,28.67,89.29,10.71,60.19,1.0,bicubic -wide_resnet50_2.racm_in1k,288,71.33,28.67,90.18,9.82,68.88,0.95,bicubic -xcit_tiny_24_p8_224.fb_in1k,224,71.33,28.67,90.3,9.7,12.11,1.0,bicubic -wide_resnet101_2.tv2_in1k,224,71.32,28.68,89.74,10.26,126.89,0.965,bilinear -ecaresnet101d.miil_in1k,224,71.3,28.7,90.19,9.81,44.57,0.875,bicubic -nfnet_l0.ra2_in1k,224,71.3,28.7,89.51,10.49,35.07,0.9,bicubic -resnetv2_101.a1h_in1k,224,71.29,28.71,89.77,10.23,44.54,0.95,bicubic -resnext101_32x8d.tv2_in1k,176,71.29,28.71,89.31,10.69,88.79,0.875,bilinear -regnetz_c16.ra3_in1k,256,71.25,28.75,90.27,9.73,13.46,0.94,bicubic -hgnet_small.paddle_in1k,288,71.24,28.76,90.17,9.83,24.36,1.0,bicubic -cs3sedarknet_x.c2ns_in1k,256,71.23,28.77,90.4,9.6,35.4,0.887,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,71.23,28.77,90.37,9.63,11.22,0.965,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,71.22,28.78,89.96,10.04,38.75,0.9,bicubic -tf_efficientnet_b4.in1k,380,71.21,28.79,90.02,9.98,19.34,0.922,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,71.2,28.8,89.54,10.46,59.88,0.875,bilinear -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,71.19,28.81,90.26,9.74,10.59,1.0,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,71.19,28.81,90.43,9.57,194.03,0.875,bilinear -rexnetr_200.sw_in12k_ft_in1k,224,71.18,28.82,90.5,9.5,16.52,0.95,bicubic -ecaresnet50t.a1_in1k,288,71.17,28.83,89.55,10.45,25.57,1.0,bicubic -pit_s_distilled_224.in1k,224,71.17,28.83,89.59,10.41,24.04,0.9,bicubic -convmixer_1536_20.in1k,224,71.16,28.84,89.44,10.56,51.63,0.96,bicubic -convnext_tiny_hnf.a2h_in1k,224,71.15,28.85,89.32,10.68,28.59,0.95,bicubic -ecaresnet50t.ra2_in1k,320,71.14,28.86,90.4,9.6,25.57,0.95,bicubic -xcit_small_24_p16_224.fb_in1k,224,71.13,28.87,89.52,10.48,47.67,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,71.12,28.88,90.3,9.7,15.62,0.875,bicubic -crossvit_base_240.in1k,240,71.12,28.88,89.76,10.24,105.03,0.875,bicubic -resnet51q.ra2_in1k,288,71.11,28.89,90.04,9.96,35.7,1.0,bilinear -focalnet_tiny_srf.ms_in1k,224,71.1,28.9,89.58,10.42,28.43,0.9,bicubic -xcit_small_12_p16_224.fb_in1k,224,71.09,28.91,89.66,10.34,26.25,1.0,bicubic -efficientformerv2_s2.snap_dist_in1k,224,71.09,28.91,90.07,9.93,12.71,0.95,bicubic -resnext50_32x4d.a1h_in1k,288,71.08,28.92,89.65,10.35,25.03,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,224,71.07,28.93,89.91,10.09,21.3,0.95,bilinear -vit_base_patch16_224.orig_in21k_ft_in1k,224,71.07,28.93,90.43,9.57,86.57,0.9,bicubic -focalnet_tiny_lrf.ms_in1k,224,71.06,28.94,89.52,10.48,28.65,0.9,bicubic -cs3edgenet_x.c2_in1k,256,71.06,28.94,89.88,10.12,47.82,0.887,bicubic -tf_efficientnet_b3.ap_in1k,300,71.06,28.94,89.35,10.65,12.23,0.904,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,71.06,28.94,90.55,9.45,14.36,0.9,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,71.05,28.95,89.95,10.05,38.73,0.9,bicubic -coat_lite_small.in1k,224,71.03,28.97,89.58,10.42,19.84,0.9,bicubic -convnextv2_nano.fcmae_ft_in1k,288,71.02,28.98,90.12,9.88,15.62,1.0,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,71.0,29.0,89.41,10.59,32.59,0.95,bicubic -repvit_m3.dist_in1k,224,70.99,29.01,89.5,10.5,10.68,0.95,bicubic -edgenext_small.usi_in1k,320,70.99,29.01,89.79,10.21,5.59,1.0,bicubic -ecaresnet50d.miil_in1k,288,70.99,29.01,90.21,9.79,25.58,0.95,bicubic -resnetv2_50d_gn.ah_in1k,288,70.98,29.02,89.82,10.18,25.57,1.0,bicubic -fastvit_sa12.apple_dist_in1k,256,70.98,29.02,89.22,10.78,11.58,0.9,bicubic -swin_s3_tiny_224.ms_in1k,224,70.97,29.03,89.87,10.13,28.33,0.9,bicubic -deit_base_patch16_224.fb_in1k,224,70.97,29.03,89.18,10.82,86.57,0.9,bicubic -tiny_vit_11m_224.in1k,224,70.96,29.04,89.84,10.16,11.0,0.95,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,70.96,29.04,89.72,10.28,6.71,1.0,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,70.95,29.05,89.56,10.44,18.45,0.888,bicubic -xcit_medium_24_p16_224.fb_in1k,224,70.94,29.06,89.42,10.58,84.4,1.0,bicubic -convnext_tiny.fb_in1k,224,70.93,29.07,89.82,10.18,28.59,0.875,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,70.92,29.08,88.82,11.18,21.99,0.9,bicubic -visformer_small.in1k,224,70.92,29.08,89.33,10.67,40.22,0.9,bicubic -halo2botnet50ts_256.a1h_in1k,256,70.92,29.08,89.54,10.46,22.64,0.95,bicubic -cs3sedarknet_l.c2ns_in1k,288,70.9,29.1,90.29,9.71,21.91,0.95,bicubic -cs3darknet_x.c2ns_in1k,288,70.89,29.11,90.04,9.96,35.05,1.0,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,70.89,29.11,89.9,10.1,38.74,0.9,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,70.89,29.11,90.46,9.54,306.63,1.0,bicubic -rexnet_200.nav_in1k,224,70.88,29.12,89.86,10.14,16.37,0.875,bicubic -coatnext_nano_rw_224.sw_in1k,224,70.87,29.13,90.19,9.81,14.7,0.9,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,70.87,29.13,89.91,10.09,15.15,0.9,bicubic -resnet101.a1h_in1k,224,70.87,29.13,89.59,10.41,44.55,0.95,bicubic -resnest50d_4s2x40d.in1k,224,70.87,29.13,89.52,10.48,30.42,0.875,bicubic -tnt_s_legacy_patch16_224.in1k,224,70.86,29.14,89.51,10.49,23.76,0.9,bicubic -poolformer_m36.sail_in1k,224,70.86,29.14,89.43,10.57,56.17,0.95,bicubic -eca_nfnet_l0.ra2_in1k,224,70.84,29.16,89.85,10.15,24.14,0.9,bicubic -wide_resnet50_2.tv2_in1k,224,70.84,29.16,89.17,10.83,68.88,0.965,bilinear -vit_base_patch16_rpn_224.sw_in1k,224,70.83,29.17,89.76,10.24,86.54,0.9,bicubic -nest_tiny_jx.goog_in1k,224,70.83,29.17,89.77,10.23,17.06,0.875,bicubic -resnet101.a2_in1k,288,70.82,29.18,89.25,10.75,44.55,1.0,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,70.79,29.21,89.0,11.0,22.57,0.95,bicubic -tresnet_m.miil_in1k_448,448,70.78,29.22,88.69,11.31,31.39,0.875,bilinear -deit3_small_patch16_224.fb_in1k,224,70.77,29.23,89.52,10.48,22.06,0.9,bicubic -regnetx_080.tv2_in1k,224,70.77,29.23,89.21,10.79,39.57,0.965,bicubic -resnetrs101.tf_in1k,288,70.77,29.23,89.69,10.31,63.62,0.94,bicubic -convnext_nano.d1h_in1k,288,70.76,29.24,89.39,10.61,15.59,1.0,bicubic -efficientnet_b3.ra2_in1k,288,70.76,29.24,89.38,10.62,12.23,0.875,bicubic -resnet152.a2_in1k,224,70.76,29.24,88.54,11.46,60.19,0.95,bicubic -poolformerv2_m36.sail_in1k,224,70.75,29.25,89.46,10.54,56.08,1.0,bicubic -coatnet_nano_rw_224.sw_in1k,224,70.74,29.26,89.61,10.39,15.14,0.9,bicubic -seresnet50.ra2_in1k,288,70.74,29.26,89.81,10.19,28.09,0.95,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,70.73,29.27,89.92,10.08,88.22,0.9,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,70.72,29.28,89.97,10.03,7.79,0.882,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,70.72,29.28,89.38,10.62,28.33,0.9,bicubic -wide_resnet50_2.racm_in1k,224,70.72,29.28,89.08,10.92,68.88,0.875,bicubic -convit_small.fb_in1k,224,70.71,29.29,89.5,10.5,27.78,0.875,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,70.7,29.3,90.96,9.04,44.54,1.0,bilinear -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,70.69,29.31,89.75,10.25,14.62,1.0,bilinear -regnety_032.tv2_in1k,224,70.69,29.31,89.85,10.15,19.44,0.965,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,70.68,29.32,88.47,11.53,22.06,0.9,bicubic -ecaresnetlight.miil_in1k,288,70.68,29.32,89.85,10.15,30.16,0.95,bicubic -cs3darknet_x.c2ns_in1k,256,70.68,29.32,89.78,10.22,35.05,0.95,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,70.68,29.32,90.49,9.51,28.29,0.9,bicubic -tf_efficientnetv2_b3.in1k,300,70.68,29.32,89.42,10.58,14.36,0.904,bicubic -levit_conv_384.fb_dist_in1k,224,70.67,29.33,89.29,10.71,39.13,0.9,bicubic -levit_384.fb_dist_in1k,224,70.67,29.33,89.29,10.71,39.13,0.9,bicubic -tresnet_l.miil_in1k,224,70.67,29.33,89.63,10.37,55.99,0.875,bilinear -crossvit_small_240.in1k,240,70.66,29.34,89.39,10.61,26.86,0.875,bicubic -resnet50d.ra4_e3600_r224_in1k,288,70.64,29.36,89.5,10.5,25.58,1.0,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,70.63,29.37,90.08,9.92,22.05,0.9,bicubic -resnet61q.ra2_in1k,256,70.6,29.4,89.81,10.19,36.85,0.9,bicubic -resnet50_gn.a1h_in1k,288,70.59,29.41,89.47,10.53,25.56,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,70.57,29.43,89.52,10.48,11.07,0.95,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,70.57,29.43,89.05,10.95,22.06,0.9,bicubic -resnet152.a1_in1k,224,70.57,29.43,88.42,11.58,60.19,0.95,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,70.55,29.45,89.64,10.36,14.25,0.888,bicubic -convnextv2_nano.fcmae_ft_in1k,224,70.55,29.45,89.36,10.64,15.62,0.875,bicubic -cait_xxs24_384.fb_dist_in1k,384,70.55,29.45,89.77,10.23,12.03,1.0,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,70.55,29.45,90.03,9.97,36.43,0.9,bicubic -resnet51q.ra2_in1k,256,70.54,29.46,89.47,10.53,35.7,0.875,bilinear -resnet101.tv2_in1k,224,70.53,29.47,89.35,10.65,44.55,0.965,bilinear -coat_mini.in1k,224,70.53,29.47,89.56,10.44,10.34,0.9,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,70.52,29.48,89.61,10.39,7.79,1.0,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,70.51,29.49,89.66,10.34,13.68,1.0,bicubic -halonet50ts.a1h_in1k,256,70.51,29.49,89.19,10.81,22.73,0.94,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,70.51,29.49,89.38,10.62,22.44,0.9,bicubic -legacy_senet154.in1k,224,70.49,29.51,88.96,11.04,115.09,0.875,bilinear -vit_relpos_small_patch16_224.sw_in1k,224,70.49,29.51,89.97,10.03,21.98,0.9,bicubic -seresnext101_64x4d.gluon_in1k,224,70.48,29.52,89.18,10.82,88.23,0.875,bicubic -twins_pcpvt_small.in1k,224,70.47,29.53,89.12,10.88,24.11,0.9,bicubic -resnetv2_50.a1h_in1k,288,70.45,29.55,89.24,10.76,25.55,1.0,bicubic -swinv2_tiny_window8_256.ms_in1k,256,70.45,29.55,89.45,10.55,28.35,0.9,bicubic -twins_svt_small.in1k,224,70.43,29.57,89.39,10.61,24.06,0.9,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,70.43,29.57,89.64,10.36,11.22,0.965,bicubic -seresnext50_32x4d.racm_in1k,224,70.42,29.58,89.12,10.88,27.56,0.875,bicubic -hgnet_small.paddle_in1k,224,70.42,29.58,89.44,10.56,24.36,0.965,bicubic -poolformerv2_s36.sail_in1k,224,70.41,29.59,89.59,10.41,30.79,1.0,bicubic -tf_efficientnet_b3.aa_in1k,300,70.41,29.59,89.29,10.71,12.23,0.904,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,70.4,29.6,89.81,10.19,44.18,0.875,bilinear -resnest50d_1s4x24d.in1k,224,70.4,29.6,89.21,10.79,25.68,0.875,bicubic -regnetz_b16.ra3_in1k,288,70.4,29.6,89.21,10.79,9.72,1.0,bicubic -resnet50d.ra2_in1k,288,70.39,29.61,89.3,10.7,25.58,0.95,bicubic -resnet50.c2_in1k,288,70.38,29.62,89.2,10.8,25.56,1.0,bicubic -crossvit_15_240.in1k,240,70.38,29.62,89.5,10.5,27.53,0.875,bicubic -repvit_m1_1.dist_450e_in1k,224,70.37,29.63,89.24,10.76,8.8,0.95,bicubic -ecaresnet50t.a2_in1k,288,70.36,29.64,89.07,10.93,25.57,1.0,bicubic -senet154.gluon_in1k,224,70.36,29.64,88.9,11.1,115.09,0.875,bicubic -gernet_l.idstcv_in1k,256,70.36,29.64,88.96,11.04,31.08,0.875,bilinear -vit_small_patch16_rope_224.naver_in1k,224,70.35,29.65,88.68,11.32,21.98,0.9,bicubic -convnext_nano_ols.d1h_in1k,288,70.33,29.67,88.98,11.02,15.65,1.0,bicubic -fbnetv3_g.ra2_in1k,240,70.33,29.67,89.6,10.4,16.62,0.95,bilinear -tf_efficientnet_lite4.in1k,380,70.32,29.68,89.2,10.8,13.01,0.92,bilinear -gcresnext50ts.ch_in1k,288,70.28,29.72,89.24,10.76,15.67,1.0,bicubic -cs3sedarknet_l.c2ns_in1k,256,70.27,29.73,89.8,10.2,21.91,0.887,bicubic -resnest50d.in1k,224,70.26,29.74,88.63,11.37,27.48,0.875,bilinear -convnext_nano.d1h_in1k,224,70.26,29.74,88.45,11.55,15.59,0.95,bicubic -sebotnet33ts_256.a1h_in1k,256,70.25,29.75,88.66,11.34,13.7,0.94,bicubic -efficientnetv2_rw_t.ra2_in1k,224,70.25,29.75,89.67,10.33,13.65,1.0,bicubic -gcresnet50t.ra2_in1k,288,70.2,29.8,89.52,10.48,25.9,1.0,bicubic -resnetaa50.a1h_in1k,288,70.2,29.8,89.87,10.13,25.56,1.0,bicubic -mambaout_kobe.in1k,288,70.19,29.81,89.38,10.62,9.14,1.0,bicubic -tnt_s_patch16_224.in1k,224,70.17,29.83,89.51,10.49,23.77,0.9,bicubic -resnet152s.gluon_in1k,224,70.17,29.83,88.86,11.14,60.32,0.875,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,70.16,29.84,89.52,10.48,21.97,0.9,bicubic -xception41p.ra3_in1k,299,70.15,29.85,89.15,10.85,26.91,0.94,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,70.15,29.85,89.44,10.56,11.07,1.0,bicubic -swiftformer_l1.dist_in1k,224,70.15,29.85,88.92,11.08,12.06,0.95,bicubic -cs3darknet_l.c2ns_in1k,288,70.15,29.85,89.6,10.4,21.16,0.95,bicubic -efficientnet_el.ra_in1k,300,70.1,29.9,89.18,10.82,10.59,0.904,bicubic -resmlp_36_224.fb_distilled_in1k,224,70.1,29.9,89.06,10.94,44.69,0.875,bicubic -resnet50.d_in1k,288,70.09,29.91,88.58,11.42,25.56,1.0,bicubic -seresnet50.a2_in1k,288,70.08,29.92,88.7,11.3,28.09,1.0,bicubic -resnet101.a1_in1k,224,70.08,29.92,88.57,11.43,44.55,0.95,bicubic -resnetv2_50d_evos.ah_in1k,224,70.07,29.93,89.07,10.93,25.59,0.95,bicubic -poolformer_s36.sail_in1k,224,70.06,29.94,89.17,10.83,30.86,0.9,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,70.05,29.95,89.48,10.52,9.72,1.0,bicubic -repvgg_b3.rvgg_in1k,224,70.02,29.98,88.64,11.36,123.09,0.875,bilinear -inception_resnet_v2.tf_in1k,299,70.01,29.99,88.64,11.36,55.84,0.8975,bicubic -fasternet_s.in1k,224,70.01,29.99,89.07,10.93,31.18,1.0,bicubic -haloregnetz_b.ra3_in1k,224,70.0,30.0,88.83,11.17,11.68,0.94,bicubic -edgenext_small.usi_in1k,256,70.0,30.0,89.23,10.77,5.59,0.95,bicubic -levit_conv_256.fb_dist_in1k,224,69.98,30.02,89.17,10.83,18.89,0.9,bicubic -levit_256.fb_dist_in1k,224,69.98,30.02,89.17,10.83,18.89,0.9,bicubic -resnet50.c1_in1k,288,69.95,30.05,88.92,11.08,25.56,1.0,bicubic -regnety_320.pycls_in1k,224,69.95,30.05,88.75,11.25,145.05,0.875,bicubic -ecaresnet50t.a1_in1k,224,69.92,30.08,88.65,11.35,25.57,0.95,bicubic -resnet50d.a1_in1k,288,69.92,30.08,88.33,11.67,25.58,1.0,bicubic -seresnext101_32x4d.gluon_in1k,224,69.91,30.09,88.88,11.12,48.96,0.875,bicubic -resnext50_32x4d.ra_in1k,288,69.89,30.11,88.41,11.59,25.03,0.95,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,69.88,30.12,88.92,11.08,8.46,0.95,bicubic -fastvit_s12.apple_dist_in1k,256,69.86,30.14,88.7,11.3,9.47,0.9,bicubic -resnet101.a2_in1k,224,69.86,30.14,88.27,11.73,44.55,0.95,bicubic -ecaresnet50d_pruned.miil_in1k,288,69.85,30.15,89.59,10.41,19.94,0.95,bicubic -ese_vovnet39b.ra_in1k,288,69.85,30.15,89.54,10.46,24.57,0.95,bicubic -ecaresnet50t.ra2_in1k,256,69.82,30.18,89.39,10.61,25.57,0.875,bicubic -seresnet50.a1_in1k,288,69.81,30.19,88.45,11.55,28.09,1.0,bicubic -resnet152d.gluon_in1k,224,69.81,30.19,88.48,11.52,60.21,0.875,bicubic -pit_s_224.in1k,224,69.8,30.2,88.85,11.15,23.46,0.9,bicubic -regnety_016.tv2_in1k,224,69.79,30.21,89.35,10.65,11.2,0.965,bicubic -resnetaa50.a1h_in1k,224,69.78,30.22,88.77,11.23,25.56,0.95,bicubic -sehalonet33ts.ra2_in1k,256,69.77,30.23,88.58,11.42,13.69,0.94,bicubic -ecaresnet101d_pruned.miil_in1k,224,69.76,30.24,89.39,10.61,24.88,0.875,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,69.76,30.24,89.06,10.94,10.59,0.888,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,69.74,30.26,88.7,11.3,12.12,1.0,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,69.74,30.26,89.13,10.87,7.52,0.95,bicubic -resnext50_32x4d.a1_in1k,288,69.73,30.27,88.36,11.64,25.03,1.0,bicubic -resnext50_32x4d.a2_in1k,288,69.72,30.28,88.26,11.74,25.03,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,224,69.72,30.28,88.86,11.14,25.58,0.95,bicubic -mobilevitv2_200.cvnets_in1k,256,69.7,30.3,88.45,11.55,18.45,0.888,bicubic -resnet50.a1_in1k,288,69.69,30.31,88.27,11.73,25.56,1.0,bicubic -tresnet_m.miil_in1k,224,69.68,30.32,87.94,12.06,31.39,0.875,bilinear -fastvit_sa12.apple_in1k,256,69.67,30.33,88.92,11.08,11.58,0.9,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,69.66,30.34,89.38,10.62,5.39,0.95,bicubic -fastvit_t12.apple_dist_in1k,256,69.65,30.35,88.29,11.71,7.55,0.9,bicubic -convnextv2_pico.fcmae_ft_in1k,288,69.64,30.36,89.26,10.74,9.07,0.95,bicubic -ecaresnet50d.miil_in1k,224,69.64,30.36,89.35,10.65,25.58,0.875,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,69.62,30.38,89.02,10.98,14.62,0.95,bilinear -resmlp_24_224.fb_distilled_in1k,224,69.62,30.38,89.0,11.0,30.02,0.875,bicubic -resnext50d_32x4d.bt_in1k,288,69.61,30.39,89.25,10.75,25.05,0.95,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,69.6,30.4,89.29,10.71,25.03,0.875,bilinear -resnetv2_50d_gn.ah_in1k,224,69.6,30.4,88.89,11.11,25.57,0.95,bicubic -lambda_resnet50ts.a1h_in1k,256,69.59,30.41,88.82,11.18,21.54,0.95,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,69.59,30.41,88.33,11.67,55.84,0.8975,bicubic -resnext50_32x4d.a1h_in1k,224,69.57,30.43,88.58,11.42,25.03,0.95,bicubic -gcresnet50t.ra2_in1k,256,69.57,30.43,88.94,11.06,25.9,0.9,bicubic -gernet_m.idstcv_in1k,224,69.55,30.45,88.59,11.41,21.14,0.875,bilinear -efficientnet_b3_pruned.in1k,300,69.55,30.45,88.8,11.2,9.86,0.904,bicubic -cspresnext50.ra_in1k,256,69.52,30.48,88.71,11.29,20.57,0.887,bilinear -efficientnet_el_pruned.in1k,300,69.52,30.48,88.9,11.1,10.59,0.904,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,69.52,30.48,89.37,10.63,13.42,0.95,bicubic -resnet50.tv2_in1k,224,69.51,30.49,88.63,11.37,25.56,0.965,bilinear -efficientnet_b1.ra4_e3600_r240_in1k,240,69.51,30.49,89.02,10.98,7.79,0.9,bicubic -repvgg_b3g4.rvgg_in1k,224,69.51,30.49,88.54,11.46,83.83,0.875,bilinear -resnext101_64x4d.gluon_in1k,224,69.49,30.51,88.27,11.73,83.46,0.875,bicubic -convnext_nano_ols.d1h_in1k,224,69.49,30.51,88.43,11.57,15.65,0.95,bicubic -convmixer_768_32.in1k,224,69.48,30.52,88.94,11.06,21.11,0.96,bicubic -repvit_m1_1.dist_300e_in1k,224,69.48,30.52,88.7,11.3,8.8,0.95,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,69.48,30.52,88.98,11.02,6.72,1.0,bicubic -hgnet_tiny.paddle_in1k,288,69.47,30.53,89.21,10.79,14.74,1.0,bicubic -gcresnext50ts.ch_in1k,256,69.47,30.53,88.74,11.26,15.67,0.9,bicubic -rexnet_150.nav_in1k,224,69.46,30.54,88.99,11.01,9.73,0.875,bicubic -efficientvit_b1.r288_in1k,288,69.46,30.54,88.59,11.41,9.1,1.0,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,69.45,30.55,89.02,10.98,28.29,0.9,bicubic -gcresnet33ts.ra2_in1k,288,69.45,30.55,88.91,11.09,19.88,1.0,bicubic -res2net101d.in1k,224,69.45,30.55,88.62,11.38,45.23,0.875,bilinear -regnetx_032.tv2_in1k,224,69.44,30.56,89.13,10.87,15.3,0.965,bicubic -regnetx_320.pycls_in1k,224,69.44,30.56,88.15,11.85,107.81,0.875,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,69.44,30.56,89.08,10.92,15.25,0.95,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,69.43,30.57,89.27,10.73,88.22,0.9,bicubic -cs3darknet_l.c2ns_in1k,256,69.42,30.58,88.97,11.03,21.16,0.887,bicubic -efficientnet_b2.ra_in1k,288,69.39,30.61,88.64,11.36,9.11,1.0,bicubic -inception_v4.tf_in1k,299,69.39,30.61,88.65,11.35,42.68,0.875,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,69.39,30.61,89.09,10.91,14.36,0.9,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,69.37,30.63,89.3,10.7,5.76,1.0,bicubic -nf_resnet50.ra2_in1k,288,69.35,30.65,88.69,11.31,25.56,0.94,bicubic -xception71.tf_in1k,299,69.35,30.65,88.19,11.81,42.34,0.903,bicubic -tf_efficientnetv2_b3.in1k,240,69.33,30.67,88.29,11.71,14.36,0.904,bicubic -dm_nfnet_f0.dm_in1k,192,69.32,30.68,88.74,11.26,71.49,0.9,bicubic -ecaresnetlight.miil_in1k,224,69.32,30.68,89.2,10.8,30.16,0.875,bicubic -darknet53.c2ns_in1k,288,69.31,30.69,88.77,11.23,41.61,1.0,bicubic -gcvit_xxtiny.in1k,224,69.28,30.72,88.84,11.16,12.0,0.875,bicubic -resnext50_32x4d.tv2_in1k,224,69.28,30.72,88.41,11.59,25.03,0.965,bilinear -regnetz_b16.ra3_in1k,224,69.26,30.74,88.38,11.62,9.72,0.94,bicubic -repvit_m1_0.dist_450e_in1k,224,69.26,30.74,88.72,11.28,7.3,0.95,bicubic -seresnet33ts.ra2_in1k,288,69.26,30.74,89.02,10.98,19.78,1.0,bicubic -eca_resnet33ts.ra2_in1k,288,69.23,30.77,89.13,10.87,19.68,1.0,bicubic -resnet50_gn.a1h_in1k,224,69.2,30.8,88.41,11.59,25.56,0.94,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,69.19,30.81,88.09,11.91,8.46,0.9,bicubic -efficientformer_l1.snap_dist_in1k,224,69.19,30.81,88.48,11.52,12.29,0.95,bicubic -cs3darknet_focus_l.c2ns_in1k,288,69.19,30.81,89.33,10.67,21.15,0.95,bicubic -vit_small_patch16_384.augreg_in1k,384,69.19,30.81,88.84,11.16,22.2,1.0,bicubic -resnet50d.ra2_in1k,224,69.17,30.83,88.13,11.87,25.58,0.875,bicubic -resnet50.b2k_in1k,288,69.17,30.83,88.49,11.51,25.56,1.0,bicubic -edgenext_small_rw.sw_in1k,320,69.14,30.86,88.79,11.21,7.83,1.0,bicubic -wide_resnet50_2.tv2_in1k,176,69.13,30.87,88.07,11.93,68.88,0.875,bilinear -repvit_m2.dist_in1k,224,69.13,30.87,88.57,11.43,8.8,0.95,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,69.13,30.87,88.82,11.18,11.07,0.95,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,69.12,30.88,89.14,10.86,9.72,1.0,bicubic -mobilevitv2_175.cvnets_in1k,256,69.11,30.89,88.89,11.11,14.25,0.888,bicubic -mambaout_femto.in1k,288,69.09,30.91,88.65,11.35,7.3,1.0,bicubic -tf_efficientnetv2_b2.in1k,260,69.09,30.91,88.14,11.86,10.1,0.89,bicubic -mixnet_xl.ra_in1k,224,69.08,30.92,88.36,11.64,11.9,0.875,bicubic -poolformerv2_s24.sail_in1k,224,69.07,30.93,88.54,11.46,21.34,1.0,bicubic -legacy_seresnext101_32x4d.in1k,224,69.06,30.94,88.1,11.9,48.96,0.875,bilinear -resnet50d.a2_in1k,288,69.03,30.97,87.96,12.04,25.58,1.0,bicubic -resnet50.c2_in1k,224,69.01,30.99,88.12,11.88,25.56,0.95,bicubic -mobilevitv2_150.cvnets_in1k,256,69.0,31.0,88.02,11.98,10.59,0.888,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,69.0,31.0,88.78,11.22,9.72,0.95,bicubic -resnetblur50.bt_in1k,288,68.99,31.01,88.4,11.6,25.56,0.95,bicubic -resnetrs101.tf_in1k,192,68.98,31.02,88.27,11.73,63.62,0.94,bicubic -regnety_120.pycls_in1k,224,68.97,31.03,88.18,11.82,51.82,0.875,bicubic -vit_base_patch16_384.augreg_in1k,384,68.97,31.03,88.35,11.65,86.86,1.0,bicubic -resnet152c.gluon_in1k,224,68.97,31.03,87.64,12.36,60.21,0.875,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,68.95,31.05,89.65,10.35,22.92,1.0,bicubic -seresnet33ts.ra2_in1k,256,68.95,31.05,88.35,11.65,19.78,0.9,bicubic -cs3darknet_focus_l.c2ns_in1k,256,68.93,31.07,88.83,11.17,21.15,0.887,bicubic -resnet50.b1k_in1k,288,68.91,31.09,88.49,11.51,25.56,1.0,bicubic -resnet50d.a1_in1k,224,68.91,31.09,87.98,12.02,25.58,0.95,bicubic -convnextv2_pico.fcmae_ft_in1k,224,68.9,31.1,88.45,11.55,9.07,0.875,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,68.89,31.11,88.8,11.2,21.82,1.0,bicubic -convnext_pico_ols.d1_in1k,288,68.89,31.11,88.7,11.3,9.06,1.0,bicubic -resnext101_32x4d.gluon_in1k,224,68.88,31.12,88.28,11.72,44.18,0.875,bicubic -resnet50.a1h_in1k,224,68.88,31.12,88.31,11.69,25.56,1.0,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,68.87,31.13,89.08,10.92,6.34,1.0,bicubic -hrnet_w64.ms_in1k,224,68.87,31.13,88.12,11.88,128.06,0.875,bilinear -resnetv2_50.a1h_in1k,224,68.87,31.13,88.43,11.57,25.55,0.95,bicubic -ecaresnet50t.a2_in1k,224,68.87,31.13,88.09,11.91,25.57,0.95,bicubic -cspdarknet53.ra_in1k,256,68.86,31.14,88.59,11.41,27.64,0.887,bilinear -gcresnet33ts.ra2_in1k,256,68.85,31.15,88.52,11.48,19.88,0.9,bicubic -seresnet50.ra2_in1k,224,68.83,31.17,88.6,11.4,28.09,0.875,bicubic -poolformer_s24.sail_in1k,224,68.8,31.2,88.25,11.75,21.39,0.9,bicubic -eca_resnet33ts.ra2_in1k,256,68.79,31.21,88.51,11.49,19.68,0.9,bicubic -resnet152.gluon_in1k,224,68.79,31.21,87.59,12.41,60.19,0.875,bicubic -resnet101d.gluon_in1k,224,68.79,31.21,88.1,11.9,44.57,0.875,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,68.78,31.22,88.87,11.13,9.72,1.0,bicubic -tf_efficientnet_b2.ap_in1k,260,68.77,31.23,88.32,11.68,9.11,0.89,bicubic -convnext_pico.d1_in1k,288,68.77,31.23,88.37,11.63,9.05,0.95,bicubic -xception65.tf_in1k,299,68.77,31.23,88.25,11.75,39.92,0.903,bicubic -resnet50.a2_in1k,288,68.76,31.24,87.95,12.05,25.56,1.0,bicubic -repvgg_b2g4.rvgg_in1k,224,68.75,31.25,88.25,11.75,61.76,0.875,bilinear -wide_resnet101_2.tv2_in1k,176,68.75,31.25,87.6,12.4,126.89,0.875,bilinear -seresnet50.a1_in1k,224,68.73,31.27,87.5,12.5,28.09,0.95,bicubic -resnext50_32x4d.a2_in1k,224,68.73,31.27,87.38,12.62,25.03,0.95,bicubic -resnet101s.gluon_in1k,224,68.72,31.28,87.72,12.28,44.67,0.875,bicubic -resnext50d_32x4d.bt_in1k,224,68.71,31.29,88.22,11.78,25.05,0.875,bicubic -regnety_160.pycls_in1k,224,68.7,31.3,88.19,11.81,83.59,0.875,bicubic -seresnet50.a2_in1k,224,68.69,31.31,87.49,12.51,28.09,0.95,bicubic -nf_resnet50.ra2_in1k,256,68.69,31.31,88.43,11.57,25.56,0.94,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,68.68,31.32,88.24,11.76,21.82,1.0,bicubic -dpn131.mx_in1k,224,68.67,31.33,87.39,12.61,79.25,0.875,bicubic -resnet152.a3_in1k,224,68.65,31.35,87.69,12.31,60.19,0.95,bicubic -mambaout_kobe.in1k,224,68.64,31.36,88.3,11.7,9.14,1.0,bicubic -hgnet_tiny.paddle_in1k,224,68.64,31.36,88.22,11.78,14.74,0.965,bicubic -resnet50.c1_in1k,224,68.64,31.36,87.77,12.23,25.56,0.95,bicubic -repvit_m1_0.dist_300e_in1k,224,68.63,31.37,88.02,11.98,7.3,0.95,bicubic -gmlp_s16_224.ra3_in1k,224,68.6,31.4,87.95,12.05,19.42,0.875,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,68.59,31.41,88.69,11.31,6.71,1.0,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,256,68.59,31.41,87.89,12.11,5.29,1.0,bicubic -seresnext50_32x4d.gluon_in1k,224,68.56,31.44,88.15,11.85,27.56,0.875,bicubic -dpn107.mx_in1k,224,68.56,31.44,88.09,11.91,86.92,0.875,bicubic -regnetx_160.pycls_in1k,224,68.55,31.45,88.25,11.75,54.28,0.875,bicubic -deit_small_patch16_224.fb_in1k,224,68.53,31.47,88.17,11.83,22.05,0.9,bicubic -resnet50.d_in1k,224,68.53,31.47,87.65,12.35,25.56,0.95,bicubic -resnet152.tv2_in1k,176,68.52,31.48,87.72,12.28,60.19,0.875,bilinear -regnety_080.pycls_in1k,224,68.51,31.49,87.97,12.03,39.18,0.875,bicubic -resnet50.ram_in1k,288,68.51,31.49,88.43,11.57,25.56,0.95,bicubic -skresnext50_32x4d.ra_in1k,224,68.47,31.53,87.62,12.38,27.48,0.875,bicubic -resnext50_32x4d.a1_in1k,224,68.47,31.53,87.38,12.62,25.03,0.95,bicubic -resnet50.a1_in1k,224,68.47,31.53,87.59,12.41,25.56,0.95,bicubic -resnext50_32x4d.ra_in1k,224,68.45,31.55,87.56,12.44,25.03,0.875,bicubic -tf_efficientnet_b2.aa_in1k,260,68.44,31.56,88.04,11.96,9.11,0.89,bicubic -resnet101.a3_in1k,224,68.44,31.56,87.43,12.57,44.55,0.95,bicubic -darknetaa53.c2ns_in1k,288,68.43,31.57,88.68,11.32,36.02,1.0,bilinear -dla102x2.in1k,224,68.41,31.59,87.8,12.2,41.28,0.875,bilinear -cspresnet50.ra_in1k,256,68.4,31.6,87.94,12.06,21.62,0.887,bilinear -res2net50d.in1k,224,68.39,31.61,88.02,11.98,25.72,0.875,bilinear -fbnetv3_d.ra2_in1k,256,68.39,31.61,88.42,11.58,10.31,0.95,bilinear -darknet53.c2ns_in1k,256,68.39,31.61,88.0,12.0,41.61,0.887,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,68.38,31.62,88.1,11.9,12.12,1.0,bicubic -rexnet_130.nav_in1k,224,68.38,31.62,87.97,12.03,7.56,0.875,bicubic -tf_efficientnet_b3.in1k,300,68.38,31.62,88.6,11.4,12.23,0.904,bicubic -cait_xxs36_224.fb_dist_in1k,224,68.37,31.63,88.6,11.4,17.3,1.0,bicubic -vit_base_patch16_224.sam_in1k,224,68.37,31.63,87.67,12.33,86.57,0.9,bicubic -efficientvit_b1.r256_in1k,256,68.36,31.64,87.94,12.06,9.1,1.0,bicubic -regnety_064.pycls_in1k,224,68.35,31.65,88.02,11.98,30.58,0.875,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,68.33,31.67,88.56,11.44,25.56,0.875,bilinear -hgnetv2_b1.ssld_stage1_in22k_in1k,288,68.31,31.69,88.84,11.16,6.34,1.0,bicubic -resnet50d.a2_in1k,224,68.31,31.69,87.29,12.71,25.58,0.95,bicubic -dpn98.mx_in1k,224,68.3,31.7,87.56,12.44,61.57,0.875,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,68.29,31.71,88.34,11.66,9.72,0.95,bicubic -resmlp_big_24_224.fb_in1k,224,68.28,31.72,87.69,12.31,129.14,0.875,bicubic -fastvit_s12.apple_in1k,256,68.26,31.74,87.84,12.16,9.47,0.9,bicubic -ecaresnet26t.ra2_in1k,320,68.25,31.75,88.64,11.36,16.01,0.95,bicubic -ese_vovnet39b.ra_in1k,224,68.25,31.75,88.21,11.79,24.57,0.875,bicubic -resnext50_32x4d.gluon_in1k,224,68.24,31.76,87.4,12.6,25.03,0.875,bicubic -regnetx_120.pycls_in1k,224,68.23,31.77,87.56,12.44,46.11,0.875,bicubic -resnet50.ra_in1k,288,68.22,31.78,87.94,12.06,25.56,0.95,bicubic -efficientnet_b2_pruned.in1k,260,68.22,31.78,88.1,11.9,8.31,0.89,bicubic -efficientformerv2_s1.snap_dist_in1k,224,68.18,31.82,88.2,11.8,6.19,0.95,bicubic -ecaresnet50d_pruned.miil_in1k,224,68.17,31.83,88.35,11.65,19.94,0.875,bicubic -efficientnet_b2.ra_in1k,256,68.16,31.84,87.75,12.25,9.11,0.875,bicubic -mobileone_s4.apple_in1k,224,68.15,31.85,87.1,12.9,14.95,0.9,bilinear -resnetv2_34.ra4_e3600_r224_in1k,288,68.14,31.86,87.92,12.08,21.8,1.0,bicubic -pit_xs_distilled_224.in1k,224,68.13,31.87,87.82,12.18,11.0,0.9,bicubic -tf_efficientnet_el.in1k,300,68.11,31.89,88.0,12.0,10.59,0.904,bicubic -tiny_vit_5m_224.in1k,224,68.06,31.94,87.66,12.34,5.39,0.95,bicubic -fbnetv3_b.ra2_in1k,256,68.05,31.95,87.9,12.1,8.6,0.95,bilinear -resmlp_36_224.fb_in1k,224,68.04,31.96,88.17,11.83,44.69,0.875,bicubic -resnet50.tv2_in1k,176,68.03,31.97,87.36,12.64,25.56,0.875,bilinear -fastvit_t12.apple_in1k,256,68.02,31.98,87.7,12.3,7.55,0.9,bicubic -convnext_pico_ols.d1_in1k,224,68.0,32.0,87.89,12.11,9.06,0.95,bicubic -convnext_pico.d1_in1k,224,67.99,32.01,87.73,12.27,9.05,0.875,bicubic -dpn68b.ra_in1k,288,67.99,32.01,87.28,12.72,12.61,1.0,bicubic -regnetx_080.pycls_in1k,224,67.98,32.02,87.06,12.94,39.57,0.875,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,67.97,32.03,88.2,11.8,21.82,1.0,bicubic -edgenext_small_rw.sw_in1k,256,67.96,32.04,88.31,11.69,7.83,0.9,bicubic -resnet50d.gluon_in1k,224,67.95,32.05,86.93,13.07,25.58,0.875,bicubic -regnetx_016.tv2_in1k,224,67.93,32.07,88.13,11.87,9.19,0.965,bicubic -tf_efficientnet_lite3.in1k,300,67.93,32.07,87.7,12.3,8.2,0.904,bilinear -resnetrs50.tf_in1k,224,67.92,32.08,87.64,12.36,35.69,0.91,bicubic -tf_efficientnetv2_b2.in1k,208,67.91,32.09,87.01,12.99,10.1,0.89,bicubic -legacy_seresnext50_32x4d.in1k,224,67.9,32.1,87.62,12.38,27.56,0.875,bilinear -resnet34.ra4_e3600_r224_in1k,288,67.89,32.11,87.78,12.22,21.8,1.0,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,67.89,32.11,89.1,10.9,25.55,1.0,bilinear -hgnetv2_b1.ssld_stage2_ft_in1k,224,67.87,32.13,88.01,11.99,6.34,0.965,bicubic -levit_192.fb_dist_in1k,224,67.87,32.13,87.9,12.1,10.95,0.9,bicubic -nf_regnet_b1.ra2_in1k,288,67.86,32.14,87.99,12.01,10.22,0.9,bicubic -tf_efficientnetv2_b1.in1k,240,67.86,32.14,87.67,12.33,8.14,0.882,bicubic -resnet50.b2k_in1k,224,67.86,32.14,87.32,12.68,25.56,0.95,bicubic -levit_conv_192.fb_dist_in1k,224,67.85,32.15,87.89,12.11,10.95,0.9,bicubic -efficientvit_b1.r224_in1k,224,67.85,32.15,87.26,12.74,9.1,0.95,bicubic -repvit_m0_9.dist_450e_in1k,224,67.83,32.17,87.67,12.33,5.49,0.95,bicubic -eca_botnext26ts_256.c1_in1k,256,67.83,32.17,86.97,13.03,10.59,0.95,bicubic -resnet101.tv2_in1k,176,67.82,32.18,87.35,12.65,44.55,0.875,bilinear -resnet50.a2_in1k,224,67.81,32.19,86.87,13.13,25.56,0.95,bicubic -resnet50.b1k_in1k,224,67.8,32.2,87.34,12.66,25.56,0.95,bicubic -hrnet_w48.ms_in1k,224,67.8,32.2,87.34,12.66,77.47,0.875,bilinear -resnext101_32x8d.tv_in1k,224,67.75,32.25,87.35,12.65,88.79,0.875,bilinear -resnet50.bt_in1k,288,67.75,32.25,87.89,12.11,25.56,0.95,bicubic -coat_lite_mini.in1k,224,67.74,32.26,87.79,12.21,11.01,0.9,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,67.74,32.26,87.95,12.05,5.29,0.875,bicubic -hrnet_w44.ms_in1k,224,67.71,32.29,87.51,12.49,67.06,0.875,bilinear -resmlp_24_224.fb_in1k,224,67.7,32.3,87.57,12.43,30.02,0.875,bicubic -darknetaa53.c2ns_in1k,256,67.7,32.3,88.03,11.97,36.02,0.887,bilinear -lambda_resnet26t.c1_in1k,256,67.7,32.3,87.73,12.27,10.96,0.94,bicubic -ecaresnet50t.a3_in1k,224,67.68,32.32,87.52,12.48,25.57,0.95,bicubic -halonet26t.a1h_in1k,256,67.68,32.32,87.32,12.68,12.48,0.95,bicubic -efficientnet_em.ra2_in1k,240,67.66,32.34,88.21,11.79,6.9,0.882,bicubic -regnetx_064.pycls_in1k,224,67.65,32.35,87.47,12.53,26.21,0.875,bicubic -regnety_040.pycls_in1k,224,67.65,32.35,87.37,12.63,20.65,0.875,bicubic -eca_halonext26ts.c1_in1k,256,67.64,32.36,87.26,12.74,10.76,0.94,bicubic -dla169.in1k,224,67.62,32.38,87.45,12.55,53.39,0.875,bilinear -efficientnet_b1.ft_in1k,256,67.61,32.39,87.47,12.53,7.79,1.0,bicubic -dpn92.mx_in1k,224,67.58,32.42,87.28,12.72,37.67,0.875,bicubic -resnext50_32x4d.a3_in1k,224,67.58,32.42,86.89,13.11,25.03,0.95,bicubic -mambaout_femto.in1k,224,67.57,32.43,87.63,12.37,7.3,1.0,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,67.57,32.43,87.47,12.53,28.59,1.0,bicubic -resnext50_32x4d.tv2_in1k,176,67.56,32.44,86.72,13.28,25.03,0.875,bilinear -inception_v3.gluon_in1k,299,67.55,32.45,87.26,12.74,23.83,0.875,bicubic -legacy_xception.tf_in1k,299,67.54,32.46,87.53,12.47,22.86,0.8975,bicubic -mobilevitv2_125.cvnets_in1k,256,67.54,32.46,87.47,12.53,7.48,0.888,bicubic -regnety_008_tv.tv2_in1k,224,67.52,32.48,87.89,12.11,6.43,0.965,bicubic -hrnet_w40.ms_in1k,224,67.51,32.49,87.05,12.95,57.56,0.875,bilinear -resnetblur50.bt_in1k,224,67.51,32.49,87.48,12.52,25.56,0.875,bicubic -resnet33ts.ra2_in1k,288,67.51,32.49,87.92,12.08,19.68,1.0,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,67.5,32.5,87.87,12.13,6.34,0.965,bicubic -regnety_032.pycls_in1k,224,67.5,32.5,87.23,12.77,19.44,0.875,bicubic -tf_efficientnet_b1.ap_in1k,240,67.49,32.51,87.52,12.48,7.79,0.882,bicubic -legacy_seresnet152.in1k,224,67.49,32.51,87.49,12.51,66.82,0.875,bilinear -resnet34d.ra2_in1k,288,67.48,32.52,87.88,12.12,21.82,0.95,bicubic -resnet50.ram_in1k,224,67.46,32.54,87.37,12.63,25.56,0.875,bicubic -resnet32ts.ra2_in1k,288,67.45,32.55,87.49,12.51,17.96,1.0,bicubic -res2net101_26w_4s.in1k,224,67.42,32.58,87.23,12.77,45.21,0.875,bilinear -convnext_femto_ols.d1_in1k,288,67.4,32.6,87.32,12.68,5.23,0.95,bicubic -res2net50_26w_8s.in1k,224,67.38,32.62,87.17,12.83,48.4,0.875,bilinear -tf_efficientnet_cc_b1_8e.in1k,240,67.38,32.62,87.29,12.71,39.72,0.882,bicubic -resnet101.gluon_in1k,224,67.36,32.64,87.05,12.95,44.55,0.875,bicubic -ecaresnet26t.ra2_in1k,256,67.35,32.65,87.73,12.27,16.01,0.875,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,67.34,32.66,87.14,12.86,5.29,0.9,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,67.32,32.68,87.94,12.06,9.72,0.95,bicubic -resnet101c.gluon_in1k,224,67.31,32.69,87.07,12.93,44.57,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,67.29,32.71,87.7,12.3,6.0,1.0,bicubic -xception41.tf_in1k,299,67.29,32.71,87.12,12.88,26.97,0.903,bicubic -cait_xxs24_224.fb_dist_in1k,224,67.29,32.71,87.51,12.49,11.96,1.0,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,67.27,32.73,86.51,13.49,119.42,0.9,bicubic -repvit_m0_9.dist_300e_in1k,224,67.26,32.74,87.16,12.84,5.49,0.95,bicubic -resnet50.a1h_in1k,176,67.25,32.75,87.13,12.87,25.56,0.9,bicubic -resnet50.ra_in1k,224,67.25,32.75,86.94,13.06,25.56,0.875,bicubic -nf_regnet_b1.ra2_in1k,256,67.21,32.79,87.22,12.78,10.22,0.9,bicubic -repghostnet_200.in1k,224,67.2,32.8,87.22,12.78,9.8,0.875,bicubic -botnet26t_256.c1_in1k,256,67.19,32.81,87.48,12.52,12.49,0.95,bicubic -regnetx_032.pycls_in1k,224,67.19,32.81,86.93,13.07,15.3,0.875,bicubic -tf_efficientnet_b2.in1k,260,67.18,32.82,87.51,12.49,9.11,0.89,bicubic -coat_tiny.in1k,224,67.16,32.84,87.39,12.61,5.5,0.9,bicubic -convnext_femto.d1_in1k,288,67.15,32.85,87.5,12.5,5.22,0.95,bicubic -resnet33ts.ra2_in1k,256,67.15,32.85,87.39,12.61,19.68,0.9,bicubic -legacy_seresnet101.in1k,224,67.15,32.85,87.11,12.89,49.33,0.875,bilinear -dla60_res2net.in1k,224,67.14,32.86,87.06,12.94,20.85,0.875,bilinear -starnet_s4.in1k,224,67.14,32.86,86.98,13.02,7.48,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,288,67.12,32.88,87.42,12.58,5.23,0.95,bicubic -resnet152.a3_in1k,160,67.12,32.88,86.51,13.49,60.19,0.95,bicubic -resnest26d.gluon_in1k,224,67.12,32.88,87.12,12.88,17.07,0.875,bilinear -fbnetv3_d.ra2_in1k,224,67.09,32.91,87.65,12.35,10.31,0.95,bilinear -shvit_s4.in1k,256,67.09,32.91,87.7,12.3,16.59,0.875,bicubic -mixnet_l.ft_in1k,224,67.06,32.94,86.77,13.23,7.33,0.875,bicubic -dla60x.in1k,224,67.06,32.94,87.23,12.77,17.35,0.875,bilinear -resnet152.tv_in1k,224,67.04,32.96,87.46,12.54,60.19,0.875,bilinear -res2net50_26w_6s.in1k,224,67.03,32.97,86.86,13.14,37.05,0.875,bilinear -dla102x.in1k,224,67.01,32.99,86.73,13.27,26.31,0.875,bilinear -visformer_tiny.in1k,224,66.98,33.02,86.91,13.09,10.32,0.9,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,66.97,33.03,87.39,12.61,6.72,1.0,bicubic -repvgg_b2.rvgg_in1k,224,66.96,33.04,87.27,12.73,89.02,0.875,bilinear -resnet50s.gluon_in1k,224,66.94,33.06,86.82,13.18,25.68,0.875,bicubic -pit_xs_224.in1k,224,66.92,33.08,87.2,12.8,10.62,0.9,bicubic -resnet34.a1_in1k,288,66.92,33.08,86.22,13.78,21.8,1.0,bicubic -pvt_v2_b1.in1k,224,66.9,33.1,87.37,12.63,14.01,0.9,bicubic -repvit_m1.dist_in1k,224,66.89,33.11,87.15,12.85,5.49,0.95,bicubic -fasternet_t2.in1k,224,66.89,33.11,86.86,13.14,14.98,1.0,bicubic -lambda_resnet26rpt_256.c1_in1k,256,66.84,33.16,87.05,12.95,10.99,0.94,bicubic -tf_efficientnet_b1.aa_in1k,240,66.83,33.17,86.93,13.07,7.79,0.882,bicubic -dpn68b.ra_in1k,224,66.82,33.18,86.54,13.46,12.61,0.95,bicubic -repvgg_b1.rvgg_in1k,224,66.82,33.18,86.72,13.28,57.42,0.875,bilinear -xcit_nano_12_p8_384.fb_dist_in1k,384,66.8,33.2,87.02,12.98,3.05,1.0,bicubic -mobilevit_s.cvnets_in1k,256,66.79,33.21,86.92,13.08,5.58,0.9,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,224,66.78,33.22,86.55,13.45,21.82,0.9,bicubic -hrnet_w18.ms_aug_in1k,224,66.77,33.23,87.45,12.55,21.3,0.95,bilinear -resnet50d.a3_in1k,224,66.76,33.24,86.52,13.48,25.58,0.95,bicubic -fbnetv3_b.ra2_in1k,224,66.74,33.26,86.97,13.03,8.6,0.95,bilinear -dla60_res2next.in1k,224,66.73,33.27,86.9,13.1,17.03,0.875,bilinear -resnet32ts.ra2_in1k,256,66.73,33.27,87.05,12.95,17.96,0.9,bicubic -efficientnet_es.ra_in1k,224,66.72,33.28,86.65,13.35,5.44,0.875,bicubic -resnet50.am_in1k,224,66.72,33.28,86.7,13.3,25.56,0.875,bicubic -hrnet_w30.ms_in1k,224,66.71,33.29,86.73,13.27,37.71,0.875,bilinear -resnet50c.gluon_in1k,224,66.7,33.3,86.09,13.91,25.58,0.875,bicubic -hrnet_w32.ms_in1k,224,66.69,33.31,87.25,12.75,41.23,0.875,bilinear -tf_mixnet_l.in1k,224,66.68,33.32,86.39,13.61,7.33,0.875,bicubic -swiftformer_s.dist_in1k,224,66.68,33.32,86.87,13.13,6.09,0.95,bicubic -seresnext26d_32x4d.bt_in1k,288,66.67,33.33,86.7,13.3,16.81,0.95,bicubic -resnet50.bt_in1k,224,66.67,33.33,86.94,13.06,25.56,0.875,bicubic -regnetx_040.pycls_in1k,224,66.66,33.34,86.54,13.46,22.12,0.875,bicubic -seresnext26t_32x4d.bt_in1k,288,66.64,33.36,86.79,13.21,16.81,0.95,bicubic -selecsls60b.in1k,224,66.64,33.36,86.57,13.43,32.77,0.875,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,66.63,33.37,87.59,12.41,6.0,1.0,bicubic -vit_small_patch16_224.augreg_in1k,224,66.59,33.41,86.84,13.16,22.05,0.9,bicubic -dla102.in1k,224,66.59,33.41,86.94,13.06,33.27,0.875,bilinear -wide_resnet101_2.tv_in1k,224,66.55,33.45,86.97,13.03,126.89,0.875,bilinear -tf_efficientnet_b1.in1k,240,66.53,33.47,86.69,13.31,7.79,0.882,bicubic -tf_efficientnetv2_b0.in1k,224,66.51,33.49,86.61,13.39,7.14,0.875,bicubic -levit_128.fb_dist_in1k,224,66.48,33.52,86.72,13.28,9.21,0.9,bicubic -cs3darknet_m.c2ns_in1k,288,66.47,33.53,87.01,12.99,9.31,0.95,bicubic -levit_conv_128.fb_dist_in1k,224,66.47,33.53,86.72,13.28,9.21,0.9,bicubic -seresnext26ts.ch_in1k,288,66.42,33.58,86.64,13.36,10.39,1.0,bicubic -vit_base_patch32_384.augreg_in1k,384,66.41,33.59,86.91,13.09,88.3,1.0,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,66.41,33.59,87.14,12.86,5.79,1.0,bicubic -inception_v3.tf_adv_in1k,299,66.4,33.6,86.41,13.59,23.83,0.875,bicubic -wide_resnet50_2.tv_in1k,224,66.38,33.62,86.75,13.25,68.88,0.875,bilinear -vit_base_patch16_224.augreg_in1k,224,66.34,33.66,86.13,13.87,86.57,0.9,bicubic -hrnet_w18_small_v2.gluon_in1k,224,66.34,33.66,86.44,13.56,15.6,0.875,bicubic -selecsls60.in1k,224,66.34,33.66,86.33,13.67,30.67,0.875,bicubic -eca_resnext26ts.ch_in1k,288,66.33,33.67,86.43,13.57,10.3,1.0,bicubic -mobileone_s3.apple_in1k,224,66.33,33.67,86.36,13.64,10.17,0.9,bilinear -hgnetv2_b0.ssld_stage2_ft_in1k,224,66.31,33.69,86.65,13.35,6.0,0.965,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,66.3,33.7,86.55,13.45,21.8,0.9,bicubic -inception_v3.tf_in1k,299,66.3,33.7,86.58,13.42,23.83,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,66.29,33.71,86.83,13.17,4.9,0.888,bicubic -resmlp_12_224.fb_distilled_in1k,224,66.29,33.71,86.47,13.53,15.35,0.875,bicubic -hardcorenas_f.miil_green_in1k,224,66.28,33.72,86.24,13.76,8.2,0.875,bilinear -convnext_femto_ols.d1_in1k,224,66.26,33.74,86.56,13.44,5.23,0.875,bicubic -bat_resnext26ts.ch_in1k,256,66.25,33.75,86.68,13.32,10.73,0.9,bicubic -coat_lite_tiny.in1k,224,66.23,33.77,86.96,13.04,5.72,0.9,bicubic -resnet101.a3_in1k,160,66.16,33.84,85.93,14.07,44.55,0.95,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,66.15,33.85,86.13,13.87,24.01,0.875,bicubic -efficientnet_b0.ra_in1k,224,66.15,33.85,86.12,13.88,5.29,0.875,bicubic -gmixer_24_224.ra3_in1k,224,66.14,33.86,86.03,13.97,24.72,0.875,bicubic -cs3darknet_focus_m.c2ns_in1k,288,66.13,33.87,86.93,13.07,9.3,0.95,bicubic -legacy_seresnet50.in1k,224,66.12,33.88,86.28,13.72,28.09,0.875,bilinear -ghostnetv2_160.in1k,224,66.1,33.9,86.66,13.34,12.39,0.875,bicubic -densenetblur121d.ra_in1k,288,66.1,33.9,86.58,13.42,8.0,0.95,bicubic -inception_v3.tv_in1k,299,66.1,33.9,86.14,13.86,23.83,0.875,bicubic -tf_efficientnet_em.in1k,240,66.06,33.94,86.16,13.84,6.9,0.882,bicubic -efficientnet_b1.ft_in1k,224,66.06,33.94,86.53,13.47,7.79,0.875,bicubic -hardcorenas_e.miil_green_in1k,224,66.04,33.96,85.98,14.02,8.07,0.875,bilinear -res2net50_14w_8s.in1k,224,66.03,33.97,86.12,13.88,25.06,0.875,bilinear -tinynet_a.in1k,192,66.02,33.98,85.93,14.07,6.19,0.875,bicubic -resnet26t.ra2_in1k,320,66.01,33.99,86.55,13.45,16.01,1.0,bicubic -efficientnet_b1_pruned.in1k,240,66.0,34.0,86.6,13.4,6.33,0.882,bicubic -res2net50_26w_4s.in1k,224,65.98,34.02,86.59,13.41,25.7,0.875,bilinear -convnextv2_femto.fcmae_ft_in1k,224,65.98,34.02,86.7,13.3,5.23,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,288,65.96,34.04,86.46,13.54,6.54,0.95,bicubic -poolformerv2_s12.sail_in1k,224,65.95,34.05,86.45,13.55,11.89,1.0,bicubic -resnext50_32x4d.tv_in1k,224,65.95,34.05,86.03,13.97,25.03,0.875,bilinear -resnet101.tv_in1k,224,65.94,34.06,86.02,13.98,44.55,0.875,bilinear -regnety_016.pycls_in1k,224,65.94,34.06,86.26,13.74,11.2,0.875,bicubic -gcresnext26ts.ch_in1k,288,65.92,34.08,86.65,13.35,10.48,1.0,bicubic -resnet50.gluon_in1k,224,65.89,34.11,86.26,13.74,25.56,0.875,bicubic -resnet34d.ra2_in1k,224,65.85,34.15,86.58,13.42,21.82,0.875,bicubic -starnet_s3.in1k,224,65.83,34.17,86.11,13.89,5.75,0.875,bicubic -convnext_femto.d1_in1k,224,65.82,34.18,86.57,13.43,5.22,0.875,bicubic -gcresnext26ts.ch_in1k,256,65.82,34.18,85.86,14.14,10.48,0.9,bicubic -rexnet_100.nav_in1k,224,65.82,34.18,86.53,13.47,4.8,0.875,bicubic -repvgg_b1g4.rvgg_in1k,224,65.8,34.2,86.01,13.99,39.97,0.875,bilinear -seresnext26t_32x4d.bt_in1k,224,65.79,34.21,85.63,14.37,16.81,0.875,bicubic -resnet34.ra4_e3600_r224_in1k,224,65.77,34.23,85.67,14.33,21.8,0.9,bicubic -resnet34.a2_in1k,288,65.76,34.24,86.07,13.93,21.8,1.0,bicubic -densenet161.tv_in1k,224,65.72,34.28,86.55,13.45,28.68,0.875,bicubic -regnetx_008.tv2_in1k,224,65.7,34.3,86.27,13.73,7.26,0.965,bicubic -eca_resnext26ts.ch_in1k,256,65.69,34.31,85.84,14.16,10.3,0.9,bicubic -skresnet34.ra_in1k,224,65.68,34.32,85.98,14.02,22.28,0.875,bicubic -resnext50_32x4d.a3_in1k,160,65.67,34.33,85.27,14.73,25.03,0.95,bicubic -cs3darknet_m.c2ns_in1k,256,65.67,34.33,86.62,13.38,9.31,0.887,bicubic -resnet50.a3_in1k,224,65.67,34.33,85.68,14.32,25.56,0.95,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,65.66,34.34,85.21,14.79,5.48,0.875,bilinear -hgnetv2_b0.ssld_stage1_in22k_in1k,224,65.63,34.37,86.39,13.61,6.0,0.965,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,65.63,34.37,86.25,13.75,6.72,1.0,bicubic -res2next50.in1k,224,65.63,34.37,85.8,14.2,24.67,0.875,bilinear -mobilenetv1_125.ra4_e3600_r224_in1k,256,65.61,34.39,85.92,14.08,6.27,1.0,bicubic -convnextv2_atto.fcmae_ft_in1k,288,65.6,34.4,86.09,13.91,3.71,0.95,bicubic -seresnext26ts.ch_in1k,256,65.59,34.41,86.06,13.94,10.39,0.9,bicubic -selecsls42b.in1k,224,65.58,34.42,85.87,14.13,32.46,0.875,bicubic -hardcorenas_d.miil_green_in1k,224,65.57,34.43,85.49,14.51,7.5,0.875,bilinear -convnext_atto_ols.a2_in1k,288,65.55,34.45,86.27,13.73,3.7,0.95,bicubic -ecaresnet50t.a3_in1k,160,65.55,34.45,85.71,14.29,25.57,0.95,bicubic -tf_efficientnetv2_b1.in1k,192,65.54,34.46,85.93,14.07,8.14,0.882,bicubic -poolformer_s12.sail_in1k,224,65.53,34.47,86.23,13.77,11.92,0.9,bicubic -resnet26t.ra2_in1k,256,65.47,34.53,86.21,13.79,16.01,0.94,bicubic -convmixer_1024_20_ks9_p14.in1k,224,65.44,34.56,85.51,14.49,24.38,0.96,bicubic -densenetblur121d.ra_in1k,224,65.38,34.62,85.74,14.26,8.0,0.875,bicubic -fastvit_t8.apple_dist_in1k,256,65.38,34.62,86.06,13.94,4.03,0.9,bicubic -mobileone_s2.apple_in1k,224,65.38,34.62,85.93,14.07,7.88,0.9,bilinear -tf_efficientnet_b0.ap_in1k,224,65.35,34.65,85.51,14.49,5.29,0.875,bicubic -tf_efficientnet_lite2.in1k,260,65.33,34.67,86.02,13.98,6.09,0.89,bicubic -dpn68b.mx_in1k,224,65.29,34.71,85.89,14.11,12.61,0.875,bicubic -densenet201.tv_in1k,224,65.28,34.72,85.65,14.35,20.01,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,65.26,34.74,85.8,14.2,16.81,0.875,bicubic -crossvit_9_dagger_240.in1k,240,65.25,34.75,86.44,13.56,8.78,0.875,bicubic -res2net50_48w_2s.in1k,224,65.24,34.76,85.92,14.08,25.29,0.875,bilinear -resnetrs50.tf_in1k,160,65.2,34.8,85.69,14.31,35.69,0.91,bicubic -hrnet_w18.ms_in1k,224,65.19,34.81,85.69,14.31,21.3,0.875,bilinear -dla60.in1k,224,65.15,34.85,85.82,14.18,22.04,0.875,bilinear -cs3darknet_focus_m.c2ns_in1k,256,65.13,34.87,86.02,13.98,9.3,0.887,bicubic -shvit_s3.in1k,224,65.09,34.91,85.85,14.15,14.25,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,224,65.09,34.91,85.44,14.56,6.54,0.875,bicubic -resnet26d.bt_in1k,288,65.07,34.93,85.8,14.2,16.01,0.95,bicubic -gernet_s.idstcv_in1k,224,65.06,34.94,85.36,14.64,8.17,0.875,bilinear -resnet34.a1_in1k,224,65.04,34.96,85.17,14.83,21.8,0.95,bicubic -convnext_atto.d2_in1k,288,64.98,35.02,86.15,13.85,3.7,0.95,bicubic -seresnet50.a3_in1k,224,64.98,35.02,85.12,14.88,28.09,0.95,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,64.96,35.04,84.99,15.01,13.31,0.875,bicubic -mobilenetv2_120d.ra_in1k,224,64.94,35.06,85.84,14.16,5.83,0.875,bicubic -hardcorenas_c.miil_green_in1k,224,64.92,35.08,85.13,14.87,5.52,0.875,bilinear -ghostnetv2_130.in1k,224,64.88,35.12,85.42,14.58,8.96,0.875,bicubic -resnet34.bt_in1k,288,64.84,35.16,86.15,13.85,21.8,0.95,bicubic -legacy_seresnext26_32x4d.in1k,224,64.84,35.16,85.54,14.46,16.79,0.875,bicubic -repghostnet_150.in1k,224,64.82,35.18,85.94,14.06,6.58,0.875,bicubic -resnet50d.a3_in1k,160,64.82,35.18,84.94,15.06,25.58,0.95,bicubic -efficientformerv2_s0.snap_dist_in1k,224,64.74,35.26,85.56,14.44,3.6,0.95,bicubic -mixnet_m.ft_in1k,224,64.73,35.27,85.49,14.51,5.01,0.875,bicubic -fastvit_t8.apple_in1k,256,64.69,35.31,85.58,14.42,4.03,0.9,bicubic -resnet26d.bt_in1k,224,64.66,35.34,85.15,14.85,16.01,0.875,bicubic -tf_efficientnetv2_b0.in1k,192,64.63,35.37,85.41,14.59,7.14,0.875,bicubic -efficientvit_m5.r224_in1k,224,64.63,35.37,85.32,14.68,12.47,0.875,bicubic -resnext26ts.ra2_in1k,288,64.59,35.41,85.54,14.46,10.3,1.0,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,64.58,35.42,85.57,14.43,5.48,1.0,bicubic -tf_efficientnet_lite1.in1k,240,64.58,35.42,85.39,14.61,5.42,0.882,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,64.51,35.49,85.9,14.1,3.05,1.0,bicubic -densenet169.tv_in1k,224,64.49,35.51,85.31,14.69,14.15,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,64.47,35.53,85.1,14.9,6.27,0.9,bicubic -tf_mixnet_m.in1k,224,64.47,35.53,84.92,15.08,5.01,0.875,bicubic -levit_conv_128s.fb_dist_in1k,224,64.47,35.53,84.69,15.31,7.78,0.9,bicubic -levit_128s.fb_dist_in1k,224,64.45,35.55,84.69,15.31,7.78,0.9,bicubic -resnext26ts.ra2_in1k,256,64.44,35.56,85.01,14.99,10.3,0.9,bicubic -hardcorenas_b.miil_green_in1k,224,64.38,35.62,84.75,15.25,5.18,0.875,bilinear -ghostnetv3_100.in1k,224,64.35,35.65,85.12,14.88,8.13,0.875,bicubic -tf_efficientnet_b0.aa_in1k,224,64.34,35.66,85.19,14.81,5.29,0.875,bicubic -resmlp_12_224.fb_in1k,224,64.33,35.67,85.6,14.4,15.35,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,256,64.33,35.67,85.51,14.49,5.28,0.95,bicubic -repvgg_a2.rvgg_in1k,224,64.29,35.71,85.07,14.93,28.21,0.875,bilinear -regnetx_016.pycls_in1k,224,64.27,35.73,85.43,14.57,9.19,0.875,bicubic -convnextv2_atto.fcmae_ft_in1k,224,64.26,35.74,85.05,14.95,3.71,0.875,bicubic -xcit_nano_12_p16_384.fb_dist_in1k,384,64.25,35.75,85.26,14.74,3.05,1.0,bicubic -densenet121.ra_in1k,288,64.17,35.83,85.7,14.3,7.98,0.95,bicubic -convnext_atto_ols.a2_in1k,224,64.09,35.91,84.81,15.19,3.7,0.875,bicubic -resnet26.bt_in1k,288,64.09,35.91,85.14,14.86,16.0,0.95,bicubic -resnet34.a2_in1k,224,64.02,35.98,84.32,15.68,21.8,0.95,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,63.92,36.08,85.59,14.41,22.88,0.9,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,63.91,36.09,85.45,14.55,11.71,1.0,bicubic -resnet18d.ra4_e3600_r224_in1k,288,63.89,36.11,85.27,14.73,11.71,1.0,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,63.89,36.11,85.11,14.89,4.23,0.95,bicubic -dpn68.mx_in1k,224,63.88,36.12,85.07,14.93,12.61,0.875,bicubic -mobilenetv2_140.ra_in1k,224,63.86,36.14,84.96,15.04,6.11,0.875,bicubic -tf_efficientnet_es.in1k,224,63.86,36.14,84.59,15.41,5.44,0.875,bicubic -regnety_008.pycls_in1k,224,63.8,36.2,85.24,14.76,6.26,0.875,bicubic -repghostnet_130.in1k,224,63.77,36.23,84.78,15.22,5.48,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,63.74,36.26,84.49,15.51,5.26,0.875,bilinear -densenet121.ra_in1k,224,63.74,36.26,84.58,15.42,7.98,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,63.71,36.29,84.8,15.2,5.48,0.95,bicubic -resnest14d.gluon_in1k,224,63.68,36.32,84.05,15.95,10.61,0.875,bilinear -convnext_atto.d2_in1k,224,63.67,36.33,84.95,15.05,3.7,0.875,bicubic -tf_efficientnet_b0.in1k,224,63.54,36.46,84.68,15.32,5.29,0.875,bicubic -regnety_004.tv2_in1k,224,63.52,36.48,84.82,15.18,4.34,0.965,bicubic -mobilevitv2_075.cvnets_in1k,256,63.5,36.5,84.88,15.12,2.87,0.888,bicubic -mixnet_s.ft_in1k,224,63.49,36.51,84.73,15.27,4.13,0.875,bicubic -resnet26.bt_in1k,224,63.45,36.55,84.2,15.8,16.0,0.875,bicubic -tf_mixnet_s.in1k,224,63.44,36.56,84.1,15.9,4.13,0.875,bicubic -mobilenetv3_large_100.ra_in1k,224,63.32,36.68,84.08,15.92,5.48,0.875,bicubic -resnet34.bt_in1k,224,63.32,36.68,84.23,15.77,21.8,0.875,bicubic -mobilenetv3_rw.rmsp_in1k,224,63.32,36.68,84.62,15.38,5.48,0.875,bicubic -efficientnet_es_pruned.in1k,224,63.28,36.72,84.84,15.16,5.44,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,63.28,36.72,84.72,15.28,11.69,1.0,bicubic -semnasnet_100.rmsp_in1k,224,63.23,36.77,84.48,15.52,3.89,0.875,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,63.22,36.78,83.09,16.91,59.88,0.875,bicubic -efficientnet_lite0.ra_in1k,224,63.2,36.8,84.35,15.65,4.65,0.875,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,63.2,36.8,85.13,14.87,6.36,1.0,bicubic -resnet50.tv_in1k,224,63.19,36.81,84.64,15.36,25.56,0.875,bilinear -swiftformer_xs.dist_in1k,224,63.15,36.85,84.25,15.75,3.48,0.95,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,63.11,36.89,84.9,15.1,5.72,0.9,bicubic -mobileone_s1.apple_in1k,224,63.06,36.94,84.26,15.74,4.83,0.9,bilinear -pit_ti_distilled_224.in1k,224,63.06,36.94,83.81,16.19,5.1,0.9,bicubic -ghostnetv2_100.in1k,224,63.04,36.96,84.19,15.81,6.16,0.875,bicubic -inception_next_atto.sail_in1k,224,62.93,37.07,84.6,15.4,4.16,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,62.88,37.12,84.37,15.63,4.23,0.875,bicubic -resnet50.a3_in1k,160,62.87,37.13,84.02,15.98,25.56,0.95,bicubic -fasternet_t1.in1k,224,62.86,37.14,84.02,15.98,7.6,1.0,bicubic -mobilevit_xs.cvnets_in1k,256,62.85,37.15,84.69,15.31,2.32,0.9,bicubic -legacy_seresnet34.in1k,224,62.82,37.18,84.18,15.82,21.96,0.875,bilinear -deit_tiny_distilled_patch16_224.fb_in1k,224,62.76,37.24,83.85,16.15,5.91,0.9,bicubic -regnety_006.pycls_in1k,224,62.76,37.24,84.1,15.9,6.06,0.875,bicubic -densenet121.tv_in1k,224,62.76,37.24,84.11,15.89,7.98,0.875,bicubic -mobilenetv1_100h.ra4_e3600_r224_in1k,224,62.76,37.24,84.42,15.58,5.28,0.875,bicubic -edgenext_x_small.in1k,288,62.75,37.25,84.55,15.45,2.34,1.0,bicubic -tinynet_b.in1k,188,62.71,37.29,84.31,15.69,3.73,0.875,bicubic -seresnet50.a3_in1k,160,62.7,37.3,83.82,16.18,28.09,0.95,bicubic -hrnet_w18_small_v2.ms_in1k,224,62.69,37.31,83.91,16.09,15.6,0.875,bilinear -resnet18.fb_swsl_ig1b_ft_in1k,224,62.68,37.32,84.3,15.7,11.69,0.875,bilinear -mobilenetv4_conv_small.e3600_r256_in1k,320,62.67,37.33,84.46,15.54,3.77,1.0,bicubic -mobilenetv2_110d.ra_in1k,224,62.67,37.33,84.46,15.54,4.52,0.875,bicubic -tf_efficientnet_lite0.in1k,224,62.65,37.35,84.18,15.82,4.65,0.875,bicubic -dla34.in1k,224,62.61,37.39,83.86,16.14,15.74,0.875,bilinear -starnet_s2.in1k,224,62.58,37.42,84.17,15.83,3.68,0.875,bicubic -repvgg_b0.rvgg_in1k,224,62.57,37.43,83.68,16.32,15.82,0.875,bilinear -resnet34.gluon_in1k,224,62.54,37.46,83.97,16.03,21.8,0.875,bicubic -regnetx_008.pycls_in1k,224,62.51,37.49,83.98,16.02,7.26,0.875,bicubic -fbnetc_100.rmsp_in1k,224,62.46,37.54,83.49,16.51,5.57,0.875,bilinear -xcit_nano_12_p8_224.fb_in1k,224,62.38,37.62,84.13,15.87,3.05,1.0,bicubic -tf_mobilenetv3_large_100.in1k,224,62.38,37.62,83.8,16.2,5.48,0.875,bilinear -resnetv2_18d.ra4_e3600_r224_in1k,224,62.25,37.75,83.81,16.19,11.71,0.9,bicubic -edgenext_x_small.in1k,256,62.21,37.79,83.85,16.15,2.34,0.9,bicubic -repghostnet_111.in1k,224,62.2,37.8,83.75,16.25,4.54,0.875,bicubic -crossvit_9_240.in1k,240,62.17,37.83,84.21,15.79,8.55,0.875,bicubic -mnasnet_100.rmsp_in1k,224,62.08,37.92,83.71,16.29,4.38,0.875,bicubic -crossvit_tiny_240.in1k,240,62.06,37.94,83.78,16.22,7.01,0.875,bicubic -shvit_s2.in1k,224,62.05,37.95,83.98,16.02,11.48,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,224,62.0,38.0,83.9,16.1,11.71,0.9,bicubic -efficientvit_m4.r224_in1k,224,61.93,38.07,83.44,16.56,8.8,0.875,bicubic -regnety_004.pycls_in1k,224,61.92,38.08,83.45,16.55,4.34,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,61.88,38.12,83.87,16.13,3.77,0.95,bicubic -repvgg_a1.rvgg_in1k,224,61.88,38.12,82.99,17.01,14.09,0.875,bilinear -vgg19_bn.tv_in1k,224,61.88,38.12,83.38,16.62,143.68,0.875,bilinear -regnetx_004_tv.tv2_in1k,224,61.81,38.19,83.72,16.28,5.5,0.965,bicubic -resnet18d.ra2_in1k,288,61.78,38.22,83.78,16.22,11.71,0.95,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,61.63,38.37,83.08,16.92,3.77,0.95,bicubic -resnet18.a1_in1k,288,61.6,38.4,82.38,17.62,11.69,1.0,bicubic -mobilenetv4_conv_small.e3600_r256_in1k,256,61.59,38.41,83.78,16.22,3.77,0.95,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,61.49,38.51,83.21,16.79,11.69,0.875,bilinear -starnet_s1.in1k,224,61.48,38.52,83.71,16.29,2.87,0.875,bicubic -repghostnet_100.in1k,224,61.46,38.54,82.55,17.45,4.07,0.875,bicubic -convit_tiny.fb_in1k,224,61.43,38.57,83.99,16.01,5.71,0.875,bicubic -resnet34.a3_in1k,224,61.36,38.64,82.51,17.49,21.8,0.95,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,61.35,38.65,83.74,16.26,3.27,1.0,bicubic -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,61.22,38.78,82.84,17.16,2.16,0.9,bicubic -resnet34.tv_in1k,224,61.21,38.79,82.67,17.33,21.8,0.875,bilinear -regnetx_006.pycls_in1k,224,61.21,38.79,83.3,16.7,6.2,0.875,bicubic -hrnet_w18_small.gluon_in1k,224,61.21,38.79,81.9,18.1,13.19,0.875,bicubic -ghostnet_100.in1k,224,61.16,38.84,82.39,17.61,5.18,0.875,bicubic -spnasnet_100.rmsp_in1k,224,61.11,38.89,82.77,17.23,4.42,0.875,bilinear -efficientvit_m3.r224_in1k,224,61.05,38.95,83.04,16.96,6.9,0.875,bicubic -vit_base_patch32_224.augreg_in1k,224,61.01,38.99,82.74,17.26,88.22,0.9,bicubic -pit_ti_224.in1k,224,60.94,39.06,83.83,16.17,4.85,0.9,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,60.9,39.1,82.71,17.29,3.77,0.875,bicubic -skresnet18.ra_in1k,224,60.88,39.12,82.87,17.13,11.96,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,60.83,39.17,82.87,17.13,11.69,0.9,bicubic -vgg16_bn.tv_in1k,224,60.82,39.18,83.0,17.0,138.37,0.875,bilinear -semnasnet_075.rmsp_in1k,224,60.63,39.37,82.51,17.49,2.91,0.875,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,60.61,39.39,82.74,17.26,2.16,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,60.6,39.4,82.49,17.51,3.77,0.875,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,60.35,39.65,82.5,17.5,3.05,1.0,bicubic -tf_mobilenetv3_large_075.in1k,224,60.32,39.68,81.8,18.2,3.99,0.875,bilinear -mobilenetv2_100.ra_in1k,224,60.22,39.78,82.12,17.88,3.5,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,60.18,39.82,82.72,17.28,3.27,0.887,bicubic -resnet18.a2_in1k,288,60.12,39.88,81.81,18.19,11.69,1.0,bicubic -vit_base_patch32_224.sam_in1k,224,59.98,40.02,81.27,18.73,88.22,0.9,bicubic -deit_tiny_patch16_224.fb_in1k,224,59.92,40.08,82.75,17.25,5.72,0.9,bicubic -resnet18d.ra2_in1k,224,59.91,40.09,82.33,17.67,11.71,0.875,bicubic -shvit_s1.in1k,224,59.8,40.2,82.14,17.86,6.33,0.875,bicubic -legacy_seresnet18.in1k,224,59.76,40.24,81.62,18.38,11.78,0.875,bicubic -vgg19.tv_in1k,224,59.72,40.28,81.44,18.56,143.67,0.875,bilinear -repvgg_a0.rvgg_in1k,224,59.5,40.5,81.28,18.72,9.11,0.875,bilinear -edgenext_xx_small.in1k,288,59.43,40.57,81.85,18.15,1.33,1.0,bicubic -resnet18.a1_in1k,224,59.32,40.68,81.11,18.89,11.69,0.95,bicubic -regnetx_004.pycls_in1k,224,59.28,40.72,81.84,18.16,5.16,0.875,bicubic -repghostnet_080.in1k,224,59.09,40.91,81.25,18.75,3.28,0.875,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,58.99,41.01,80.91,19.09,3.92,0.875,bilinear -hrnet_w18_small.ms_in1k,224,58.91,41.09,81.32,18.68,13.19,0.875,bilinear -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,58.89,41.11,81.52,18.48,6.34,0.9,bicubic -vgg13_bn.tv_in1k,224,58.87,41.13,81.03,18.97,133.05,0.875,bilinear -lcnet_100.ra2_in1k,224,58.75,41.25,80.92,19.08,2.95,0.875,bicubic -pvt_v2_b0.in1k,224,58.71,41.29,82.03,17.97,3.67,0.9,bicubic -vgg16.tv_in1k,224,58.64,41.36,81.61,18.39,138.36,0.875,bilinear -mobileone_s0.apple_in1k,224,58.42,41.58,80.07,19.93,5.29,0.875,bilinear -xcit_nano_12_p16_224.fb_in1k,224,58.41,41.59,80.75,19.25,3.05,1.0,bicubic -efficientvit_m2.r224_in1k,224,58.34,41.66,81.17,18.83,4.19,0.875,bicubic -resnet18.gluon_in1k,224,58.33,41.67,80.98,19.02,11.69,0.875,bicubic -resnet18.a2_in1k,224,58.19,41.81,80.2,19.8,11.69,0.95,bicubic -tinynet_c.in1k,184,58.17,41.83,80.26,19.74,2.46,0.875,bicubic -resnet34.a3_in1k,160,58.15,41.85,80.07,19.93,21.8,0.95,bicubic -resnet14t.c3_in1k,224,58.15,41.85,80.07,19.93,10.08,0.95,bicubic -efficientvit_b0.r224_in1k,224,58.15,41.85,79.89,20.11,3.41,0.95,bicubic -edgenext_xx_small.in1k,256,58.1,41.9,81.23,18.77,1.33,0.9,bicubic -fasternet_t0.in1k,224,58.05,41.95,80.4,19.6,3.91,1.0,bicubic -mobilevitv2_050.cvnets_in1k,256,57.69,42.31,80.98,19.02,1.37,0.888,bicubic -resnet18.tv_in1k,224,57.35,42.65,80.08,19.92,11.69,0.875,bilinear -mobilevit_xxs.cvnets_in1k,256,57.25,42.75,79.73,20.27,1.27,0.9,bicubic -vgg13.tv_in1k,224,57.09,42.91,79.62,20.38,133.05,0.875,bilinear -resnet14t.c3_in1k,176,57.01,42.99,79.61,20.39,10.08,0.875,bicubic -vgg11_bn.tv_in1k,224,57.01,42.99,79.77,20.23,132.87,0.875,bilinear -regnety_002.pycls_in1k,224,56.97,43.03,79.78,20.22,3.16,0.875,bicubic -dla60x_c.in1k,224,56.23,43.77,78.84,21.16,1.32,0.875,bilinear -mixer_l16_224.goog_in21k_ft_in1k,224,56.21,43.79,75.71,24.29,208.2,0.875,bicubic -resnet18.a3_in1k,224,55.99,44.01,78.83,21.17,11.69,0.95,bicubic -repghostnet_058.in1k,224,55.97,44.03,78.35,21.65,2.55,0.875,bicubic -vgg11.tv_in1k,224,55.85,44.15,78.77,21.23,132.86,0.875,bilinear -regnetx_002.pycls_in1k,224,55.83,44.17,79.26,20.74,2.68,0.875,bicubic -efficientvit_m1.r224_in1k,224,55.57,44.43,78.95,21.05,2.98,0.875,bicubic -resnet10t.c3_in1k,224,55.44,44.56,78.3,21.7,5.44,0.95,bicubic -lcnet_075.ra2_in1k,224,55.29,44.71,78.23,21.77,2.36,0.875,bicubic -mobilenetv3_small_100.lamb_in1k,224,54.63,45.37,77.67,22.33,2.54,0.875,bicubic -tf_mobilenetv3_small_100.in1k,224,54.58,45.42,76.97,23.03,2.54,0.875,bilinear -resnet10t.c3_in1k,176,54.03,45.97,76.5,23.5,5.44,0.875,bicubic -repghostnet_050.in1k,224,53.56,46.44,76.63,23.37,2.31,0.875,bicubic -tinynet_d.in1k,152,53.27,46.73,76.35,23.65,2.34,0.875,bicubic -dla46x_c.in1k,224,53.12,46.88,76.78,23.22,1.07,0.875,bilinear -mnasnet_small.lamb_in1k,224,53.12,46.88,75.85,24.15,2.03,0.875,bicubic -mobilenetv2_050.lamb_in1k,224,53.0,47.0,75.51,24.49,1.97,0.875,bicubic -resnet18.a3_in1k,160,52.87,47.13,75.84,24.16,11.69,0.95,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,256,52.46,47.54,75.93,24.07,2.24,0.95,bicubic -tf_mobilenetv3_small_075.in1k,224,52.32,47.68,75.52,24.48,2.04,0.875,bilinear -dla46_c.in1k,224,52.03,47.97,75.67,24.33,1.3,0.875,bilinear -mobilenetv3_small_075.lamb_in1k,224,51.82,48.18,74.71,25.29,2.04,0.875,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,224,51.43,48.57,75.16,24.84,2.24,0.875,bicubic -efficientvit_m0.r224_in1k,224,50.61,49.39,74.45,25.55,2.35,0.875,bicubic -lcnet_050.ra2_in1k,224,50.05,49.95,73.43,26.57,1.88,0.875,bicubic -tf_mobilenetv3_small_minimal_100.in1k,224,49.57,50.43,72.81,27.19,2.04,0.875,bilinear -tinynet_e.in1k,106,46.76,53.24,70.23,29.77,2.04,0.875,bicubic -test_vit3.r160_in1k,160,45.39,54.61,70.39,29.61,0.93,0.95,bicubic -mobilenetv3_small_050.lamb_in1k,224,44.84,55.16,67.76,32.24,1.59,0.875,bicubic -test_convnext2.r160_in1k,160,43.08,56.92,67.91,32.09,0.48,0.95,bicubic -test_convnext3.r160_in1k,160,42.43,57.57,67.71,32.29,0.47,0.95,bicubic -test_convnext.r160_in1k,160,37.78,62.22,63.47,36.53,0.27,0.95,bicubic -test_nfnet.r160_in1k,160,36.86,63.14,61.77,38.23,0.38,0.95,bicubic -test_efficientnet_evos.r160_in1k,160,35.77,64.23,59.73,40.27,0.36,0.95,bicubic -test_efficientnet.r160_in1k,160,35.18,64.82,59.4,40.6,0.36,0.95,bicubic -test_byobnet.r160_in1k,160,35.09,64.91,59.56,40.44,0.46,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,33.76,66.24,58.38,41.62,0.36,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,33.49,66.51,57.85,42.15,0.36,0.95,bicubic -test_vit2.r160_in1k,160,32.83,67.17,58.11,41.89,0.46,0.95,bicubic -test_resnet.r160_in1k,160,31.68,68.32,56.83,43.17,0.47,0.95,bilinear -test_vit.r160_in1k,160,31.62,68.38,56.6,43.4,0.37,0.95,bicubic -resmlp_24_224.fb_dino,224,0.14,99.86,0.52,99.48,30.02,0.875,bicubic -resmlp_12_224.fb_dino,224,0.13,99.87,0.51,99.49,15.35,0.875,bicubic +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,82.770,17.230,96.450,3.550,305.08,1.000,bicubic,-7.186,-2.564,+1 +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,82.710,17.290,96.550,3.450,305.08,1.000,bicubic,-7.346,-2.504,-1 +eva02_large_patch14_448.mim_m38m_ft_in1k,448,82.400,17.600,96.200,3.800,305.08,1.000,bicubic,-7.150,-2.724,+3 +eva02_large_patch14_448.mim_in22k_ft_in1k,448,82.220,17.780,96.320,3.680,305.08,1.000,bicubic,-7.414,-2.634,0 +eva_giant_patch14_336.clip_ft_in1k,336,82.180,17.820,96.250,3.750,"1,013.01",1.000,bicubic,-7.282,-2.578,+2 +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,81.870,18.130,96.230,3.770,429.38,1.000,bicubic,-7.540,-2.624,+2 +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,81.800,18.200,96.340,3.660,"1,014.45",1.000,bicubic,-7.990,-2.650,-4 +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,81.690,18.310,96.180,3.820,"1,013.01",1.000,bicubic,-7.876,-2.772,-3 +eva_giant_patch14_224.clip_ft_in1k,224,81.680,18.320,96.090,3.910,"1,012.56",0.900,bicubic,-7.216,-2.582,+2 +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,81.620,18.380,96.270,3.730,414.14,1.000,bicubic,-7.436,-2.482,0 +eva_large_patch14_336.in22k_ft_in1k,336,81.070,18.930,95.810,4.190,304.53,1.000,bicubic,-7.610,-2.904,+2 +beit_large_patch16_512.in22k_ft_in22k_in1k,512,80.820,19.180,95.860,4.140,305.67,1.000,bicubic,-7.756,-2.796,+7 +eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.780,19.220,95.990,4.010,304.53,1.000,bicubic,-8.458,-2.858,-4 +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,80.610,19.390,95.900,4.100,846.47,1.000,bicubic,-8.012,-2.818,+3 +tf_efficientnet_l2.ns_jft_in1k_475,475,80.520,19.480,95.630,4.370,480.31,0.936,bicubic,-7.726,-2.924,+14 +regnety_1280.swag_ft_in1k,384,80.500,19.500,96.110,3.890,644.81,1.000,bicubic,-7.728,-2.574,+15 +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,80.480,19.520,95.520,4.480,304.53,1.000,bicubic,-7.780,-3.004,+11 +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,80.410,19.590,95.210,4.790,304.43,0.950,bicubic,-7.996,-3.392,+3 +beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.270,19.730,95.600,4.400,305.00,1.000,bicubic,-8.110,-3.004,+3 +caformer_b36.sail_in22k_ft_in1k_384,384,80.190,19.810,95.470,4.530,98.75,1.000,bicubic,-7.868,-3.120,+16 +eva_large_patch14_196.in22k_ft_in22k_in1k,196,80.190,19.810,95.420,4.580,304.14,1.000,bicubic,-8.400,-3.242,-2 +eva_large_patch14_196.in22k_ft_in1k,196,80.160,19.840,95.380,4.620,304.14,1.000,bicubic,-7.792,-3.110,+18 +tf_efficientnet_l2.ns_jft_in1k,800,80.130,19.870,95.850,4.150,480.31,0.960,bicubic,-8.230,-2.806,0 +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,80.050,19.950,95.520,4.480,87.12,1.000,bicubic,-8.628,-3.206,-10 +maxvit_large_tf_512.in21k_ft_in1k,512,80.040,19.960,95.160,4.840,212.33,1.000,bicubic,-8.196,-3.448,+5 +maxvit_base_tf_512.in21k_ft_in1k,512,79.960,20.040,95.390,4.610,119.88,1.000,bicubic,-8.254,-3.148,+6 +maxvit_xlarge_tf_512.in21k_ft_in1k,512,79.820,20.180,95.410,4.590,475.77,1.000,bicubic,-8.720,-3.240,-7 +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.730,20.270,95.580,4.420,660.29,1.000,bicubic,-8.936,-3.154,-13 +vit_large_patch14_clip_224.openai_ft_in1k,224,79.670,20.330,95.000,5.000,304.20,1.000,bicubic,-8.188,-3.430,+17 +maxvit_xlarge_tf_384.in21k_ft_in1k,384,79.620,20.380,95.060,4.940,475.32,1.000,bicubic,-8.682,-3.478,-5 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,79.610,20.390,95.260,4.740,200.13,1.000,bicubic,-8.724,-3.314,-7 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,79.580,20.420,95.250,4.750,200.13,1.000,bicubic,-8.310,-3.198,+12 +maxvit_large_tf_384.in21k_ft_in1k,384,79.550,20.450,95.050,4.950,212.03,1.000,bicubic,-8.444,-3.526,+5 +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,79.520,20.480,94.980,5.020,632.46,1.000,bicubic,-9.114,-3.688,-18 +eva02_base_patch14_448.mim_in22k_ft_in1k,448,79.500,20.500,95.180,4.820,87.12,1.000,bicubic,-8.762,-3.390,-9 +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,79.500,20.500,95.010,4.990,304.57,1.000,bicubic,-8.034,-3.354,+19 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,79.500,20.500,94.990,5.010,200.13,1.000,bicubic,-8.470,-3.484,+2 +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,79.500,20.500,94.910,5.090,632.05,1.000,bicubic,-8.112,-3.316,+14 +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,79.420,20.580,95.690,4.310,660.29,1.000,bicubic,-9.440,-3.050,-27 +beit3_large_patch16_224.in22k_ft_in1k,224,79.400,20.600,95.010,4.990,304.57,1.000,bicubic,-8.228,-3.324,+11 +beit_large_patch16_224.in22k_ft_in22k_in1k,224,79.360,20.640,94.930,5.070,304.43,0.900,bicubic,-8.126,-3.388,+16 +maxvit_base_tf_384.in21k_ft_in1k,384,79.330,20.670,95.070,4.930,119.65,1.000,bicubic,-8.600,-3.476,0 +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,79.270,20.730,95.090,4.910,632.05,1.000,bicubic,-9.018,-3.460,-17 +convformer_b36.sail_in22k_ft_in1k_384,384,79.260,20.740,94.870,5.130,99.88,1.000,bicubic,-8.346,-3.554,+9 +vit_large_patch14_clip_336.laion2b_ft_in1k,336,79.250,20.750,95.010,4.990,304.53,1.000,bicubic,-8.620,-3.350,0 +deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.220,20.780,95.060,4.940,304.76,1.000,bicubic,-8.516,-3.448,+3 +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,79.210,20.790,94.880,5.120,632.13,1.000,bicubic,-7.970,-3.384,+26 +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,79.210,20.790,94.680,5.320,116.14,1.000,bicubic,-8.600,-3.686,0 +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,79.180,20.820,95.190,4.810,136.50,1.000,bicubic,-8.894,-3.368,-13 +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,79.160,20.840,94.910,5.090,304.20,1.000,bicubic,-9.002,-3.628,-15 +caformer_m36.sail_in22k_ft_in1k_384,384,79.110,20.890,94.780,5.220,56.20,1.000,bicubic,-8.360,-3.528,+9 +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,79.070,20.930,95.170,4.830,136.33,1.000,bicubic,-8.862,-3.330,-11 +caformer_b36.sail_in22k_ft_in1k,224,78.920,21.080,94.680,5.320,98.75,1.000,bicubic,-8.530,-3.656,+9 +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.830,21.170,94.860,5.140,304.53,1.000,bicubic,-9.360,-3.706,-21 +convnext_xlarge.fb_in22k_ft_in1k_384,384,78.810,21.190,95.110,4.890,350.20,1.000,bicubic,-8.954,-3.442,-7 +convnext_large.fb_in22k_ft_in1k_384,384,78.700,21.300,94.870,5.130,197.77,1.000,bicubic,-8.756,-3.510,+5 +hiera_huge_224.mae_in1k_ft_in1k,224,78.690,21.310,93.850,6.150,672.78,0.900,bicubic,-8.150,-4.158,+36 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,78.670,21.330,94.530,5.470,200.13,1.000,bicubic,-8.674,-3.692,+10 +deit3_large_patch16_224.fb_in22k_ft_in1k,224,78.640,21.360,94.740,5.260,304.37,1.000,bicubic,-8.350,-3.506,+25 +beitv2_large_patch16_224.in1k_ft_in1k,224,78.600,21.400,94.190,5.810,304.43,0.950,bicubic,-8.814,-4.026,+4 +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.510,21.490,94.680,5.320,304.20,1.000,bicubic,-9.390,-3.728,-18 +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,78.490,21.510,94.340,5.660,73.88,1.000,bicubic,-8.898,-3.972,+3 +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,78.480,21.520,94.510,5.490,136.06,1.000,bicubic,-8.838,-3.818,+6 +vit_large_patch14_clip_224.laion2b_ft_in1k,224,78.410,21.590,94.590,5.410,304.20,1.000,bicubic,-8.878,-3.646,+7 +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,78.370,21.630,94.720,5.280,87.92,1.000,bicubic,-8.772,-3.508,+11 +caformer_s36.sail_in22k_ft_in1k_384,384,78.370,21.630,94.280,5.720,39.30,1.000,bicubic,-8.490,-3.940,+26 +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,78.340,21.660,94.360,5.640,196.74,1.000,bicubic,-8.802,-3.868,+9 +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,78.310,21.690,94.640,5.360,196.74,1.000,bicubic,-9.164,-3.624,-9 +convnext_xlarge.fb_in22k_ft_in1k,288,78.280,21.720,94.530,5.470,350.20,1.000,bicubic,-9.098,-3.800,-3 +regnety_320.swag_ft_in1k,384,78.250,21.750,95.130,4.870,145.05,1.000,bicubic,-8.580,-3.232,+24 +convformer_m36.sail_in22k_ft_in1k_384,384,78.240,21.760,94.310,5.690,57.05,1.000,bicubic,-8.628,-3.812,+19 +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,78.190,21.810,94.230,5.770,64.27,1.000,bicubic,-9.248,-4.026,-9 +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,78.180,21.820,94.780,5.220,134.42,1.000,bicubic,-9.190,-3.534,-6 +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,78.150,21.850,94.690,5.310,101.66,1.000,bicubic,-9.358,-3.738,-20 +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,78.150,21.850,94.410,5.590,116.09,1.000,bicubic,-9.330,-3.966,-16 +convformer_b36.sail_in22k_ft_in1k,224,78.150,21.850,94.190,5.810,99.88,1.000,bicubic,-8.842,-3.974,+7 +volo_d5_512.sail_in1k,512,78.120,21.880,94.220,5.780,296.09,1.150,bicubic,-8.948,-3.750,+2 +convnext_large.fb_in22k_ft_in1k,288,78.070,21.930,94.380,5.620,197.77,1.000,bicubic,-8.942,-3.832,+3 +convnextv2_huge.fcmae_ft_in1k,288,78.050,21.950,94.040,5.960,660.29,1.000,bicubic,-8.568,-3.970,+29 +deit3_base_patch16_384.fb_in22k_ft_in1k,384,77.980,22.020,94.200,5.800,86.88,1.000,bicubic,-8.762,-3.910,+21 +tf_efficientnet_b7.ns_jft_in1k,600,77.940,22.060,94.330,5.670,66.35,0.949,bicubic,-8.910,-3.750,+11 +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,77.930,22.070,94.040,5.960,116.14,0.950,bicubic,-8.978,-3.964,+7 +volo_d5_448.sail_in1k,448,77.910,22.090,94.140,5.860,295.91,1.150,bicubic,-9.064,-3.788,+1 +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,77.910,22.090,93.990,6.010,196.74,0.900,bicubic,-9.024,-4.116,+4 +convnext_xlarge.fb_in22k_ft_in1k,224,77.890,22.110,94.000,6.000,350.20,0.875,bicubic,-9.080,-4.204,+1 +convnextv2_large.fcmae_ft_in22k_in1k_384,384,77.880,22.120,94.600,5.400,197.96,1.000,bicubic,-10.300,-3.920,-52 +caformer_m36.sail_in22k_ft_in1k,224,77.860,22.140,93.960,6.040,56.20,1.000,bicubic,-8.746,-4.078,+24 +beit_base_patch16_384.in22k_ft_in22k_in1k,384,77.790,22.210,94.320,5.680,86.74,1.000,bicubic,-9.024,-3.816,+7 +vit_large_patch16_384.augreg_in21k_ft_in1k,384,77.790,22.210,94.310,5.690,304.72,1.000,bicubic,-9.306,-3.992,-10 +convnext_base.fb_in22k_ft_in1k_384,384,77.790,22.210,94.170,5.830,88.59,1.000,bicubic,-9.036,-4.074,+5 +nextvit_base.bd_ssld_6m_in1k_384,384,77.770,22.230,94.170,5.830,44.82,1.000,bicubic,-8.602,-3.870,+40 +volo_d4_448.sail_in1k,448,77.750,22.250,93.920,6.080,193.41,1.150,bicubic,-9.038,-3.960,+6 +nextvit_large.bd_ssld_6m_in1k_384,384,77.730,22.270,94.360,5.640,57.87,1.000,bicubic,-8.814,-3.766,+21 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,77.670,22.330,94.020,5.980,101.66,1.000,bicubic,-8.972,-4.130,+10 +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,77.650,22.350,94.070,5.930,149.39,1.000,bicubic,-9.654,-4.264,-25 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,77.630,22.370,94.330,5.670,88.59,1.000,bicubic,-9.514,-3.898,-21 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,77.610,22.390,94.250,5.750,101.66,1.000,bicubic,-9.306,-3.988,-10 +tf_efficientnetv2_xl.in21k_ft_in1k,512,77.610,22.390,93.790,6.210,208.12,1.000,bicubic,-9.144,-4.224,+2 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,77.590,22.410,94.050,5.950,93.59,1.000,bicubic,-9.132,-4.134,+3 +regnety_1280.swag_lc_in1k,224,77.560,22.440,94.460,5.540,644.81,0.965,bicubic,-8.404,-3.392,+69 +convnext_large.fb_in22k_ft_in1k,224,77.560,22.440,93.970,6.030,197.77,0.875,bicubic,-9.052,-4.066,+9 +convnextv2_base.fcmae_ft_in22k_in1k_384,384,77.510,22.490,94.350,5.650,88.72,1.000,bicubic,-10.128,-4.066,-52 +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,77.500,22.500,93.980,6.020,134.13,0.950,bicubic,-9.220,-4.044,0 +caformer_b36.sail_in1k_384,384,77.480,22.520,93.540,6.460,98.75,1.000,bicubic,-8.920,-4.284,+22 +convformer_m36.sail_in22k_ft_in1k,224,77.470,22.530,93.810,6.190,57.05,1.000,bicubic,-8.682,-4.042,+46 +maxvit_base_tf_512.in1k,512,77.460,22.540,93.900,6.100,119.88,1.000,bicubic,-9.138,-4.024,+6 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,77.460,22.540,93.820,6.180,93.59,0.950,bicubic,-9.070,-4.274,+10 +convnext_base.clip_laiona_augreg_ft_in1k_384,384,77.450,22.550,93.920,6.080,88.59,1.000,bicubic,-9.040,-4.040,+13 +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,77.410,22.590,93.540,6.460,73.88,0.950,bicubic,-9.128,-4.354,+6 +efficientvit_l3.r384_in1k,384,77.410,22.590,93.360,6.640,246.04,1.000,bicubic,-8.986,-4.280,+17 +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,77.380,22.620,94.320,5.680,87.90,1.000,bicubic,-9.062,-3.748,+12 +tf_efficientnetv2_l.in21k_ft_in1k,480,77.380,22.620,94.220,5.780,118.52,1.000,bicubic,-9.422,-3.904,-14 +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,77.380,22.620,93.690,6.310,60.60,1.000,bicubic,-9.238,-4.278,-5 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,77.330,22.670,93.810,6.190,93.59,1.000,bicubic,-9.194,-4.224,+4 +hgnetv2_b6.ssld_stage1_in22k_in1k,288,77.320,22.680,94.230,5.770,75.26,1.000,bicubic,-8.980,-3.712,+20 +hgnetv2_b6.ssld_stage2_ft_in1k,288,77.310,22.690,94.250,5.750,75.26,1.000,bicubic,-9.070,-3.692,+12 +convnextv2_large.fcmae_ft_in22k_in1k,288,77.280,22.720,94.230,5.770,197.96,1.000,bicubic,-10.214,-4.130,-61 +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,77.270,22.730,94.030,5.970,86.53,0.900,bicubic,-9.224,-4.026,+1 +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,77.270,22.730,94.020,5.980,87.92,0.900,bicubic,-9.000,-3.886,+19 +efficientvit_l3.r320_in1k,320,77.270,22.730,93.180,6.820,246.04,1.000,bicubic,-8.960,-4.296,+21 +caformer_m36.sail_in1k_384,384,77.250,22.750,93.630,6.370,56.20,1.000,bicubic,-8.914,-4.182,+27 +convnextv2_huge.fcmae_ft_in1k,224,77.250,22.750,93.580,6.420,660.29,0.875,bicubic,-9.010,-4.172,+17 +maxvit_large_tf_512.in1k,512,77.230,22.770,93.700,6.300,212.33,1.000,bicubic,-9.304,-4.184,-8 +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,77.230,22.770,93.690,6.310,86.86,1.000,bicubic,-9.980,-4.342,-50 +convnextv2_large.fcmae_ft_in22k_in1k,224,77.220,22.780,93.960,6.040,197.96,0.875,bicubic,-10.046,-4.280,-53 +volo_d3_448.sail_in1k,448,77.190,22.810,94.040,5.960,86.63,1.000,bicubic,-9.324,-3.670,-7 +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,77.190,22.810,93.770,6.230,196.53,0.900,bicubic,-9.130,-4.120,+6 +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,77.180,22.820,93.760,6.240,64.11,0.950,bicubic,-9.428,-4.174,-18 +regnety_160.swag_ft_in1k,384,77.170,22.830,94.570,5.430,83.59,1.000,bicubic,-8.850,-3.476,+34 +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,77.170,22.830,93.600,6.400,64.11,0.950,bicubic,-9.028,-4.288,+16 +tf_efficientnet_b6.ns_jft_in1k,528,77.160,22.840,93.840,6.160,43.04,0.942,bicubic,-9.316,-4.024,-8 +convnextv2_base.fcmae_ft_in22k_in1k,288,77.150,22.850,94.080,5.920,88.72,1.000,bicubic,-9.844,-4.088,-50 +coatnet_2_rw_224.sw_in12k_ft_in1k,224,77.100,22.900,93.610,6.390,73.87,0.950,bicubic,-9.482,-4.286,-20 +vit_base_patch16_clip_384.laion2b_ft_in1k,384,77.080,22.920,93.870,6.130,86.86,1.000,bicubic,-9.558,-4.138,-28 +convnextv2_base.fcmae_ft_in22k_in1k,224,77.030,22.970,93.590,6.410,88.72,0.875,bicubic,-9.722,-4.430,-35 +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,77.000,23.000,93.760,6.240,86.86,0.950,bicubic,-10.030,-4.426,-56 +hgnetv2_b6.ssld_stage2_ft_in1k,224,76.980,23.020,93.890,6.110,75.26,0.965,bicubic,-9.226,-3.920,+6 +convnext_base.fb_in22k_ft_in1k,288,76.960,23.040,93.960,6.040,88.59,1.000,bicubic,-9.342,-4.128,-4 +vit_base_patch16_clip_384.openai_ft_in1k,384,76.930,23.070,93.680,6.320,86.86,1.000,bicubic,-9.280,-4.214,+3 +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,76.890,23.110,93.680,6.320,329.09,1.000,bicubic,-9.298,-4.248,+5 +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,76.890,23.110,93.560,6.440,116.09,0.950,bicubic,-9.750,-4.454,-35 +hiera_large_224.mae_in1k_ft_in1k,224,76.880,23.120,93.190,6.810,213.74,0.900,bicubic,-9.166,-4.456,+19 +maxvit_large_tf_384.in1k,384,76.840,23.160,93.420,6.580,212.03,1.000,bicubic,-9.402,-4.264,-4 +cait_m48_448.fb_dist_in1k,448,76.840,23.160,93.350,6.650,356.46,1.000,bicubic,-9.640,-4.398,-21 +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,76.830,23.170,93.640,6.360,86.58,0.900,bicubic,-9.422,-4.200,-6 +convformer_s36.sail_in22k_ft_in1k_384,384,76.810,23.190,94.110,5.890,40.01,1.000,bicubic,-9.564,-3.870,-16 +hgnetv2_b6.ssld_stage1_in22k_in1k,224,76.780,23.220,93.860,6.140,75.26,0.965,bicubic,-9.272,-3.946,+13 +hgnet_base.ssld_in1k,288,76.780,23.220,93.500,6.500,71.58,1.000,bicubic,-8.708,-4.130,+66 +tf_efficientnetv2_m.in21k_ft_in1k,480,76.760,23.240,93.590,6.410,54.14,1.000,bicubic,-9.254,-4.366,+16 +regnety_160.sw_in12k_ft_in1k,288,76.750,23.250,93.760,6.240,83.59,1.000,bicubic,-9.278,-4.076,+12 +xcit_large_24_p8_384.fb_dist_in1k,384,76.750,23.250,93.100,6.900,188.93,1.000,bicubic,-9.274,-4.590,+12 +caformer_s36.sail_in22k_ft_in1k,224,76.740,23.260,93.560,6.440,39.30,1.000,bicubic,-9.040,-4.272,+34 +deit3_large_patch16_384.fb_in1k,384,76.730,23.270,93.340,6.660,304.76,1.000,bicubic,-9.090,-4.262,+29 +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,76.700,23.300,93.200,6.800,468.53,0.875,bilinear,-8.390,-4.242,+107 +tf_efficientnet_b5.ns_jft_in1k,456,76.670,23.330,93.500,6.500,30.39,0.934,bicubic,-9.426,-4.244,0 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,76.660,23.340,94.010,5.990,88.59,1.000,bicubic,-9.718,-3.966,-27 +convnextv2_large.fcmae_ft_in1k,288,76.650,23.350,93.600,6.400,197.96,1.000,bicubic,-9.482,-4.220,-5 +efficientvit_l2.r384_in1k,384,76.630,23.370,93.000,7.000,63.71,1.000,bicubic,-9.354,-4.510,+10 +volo_d5_224.sail_in1k,224,76.600,23.400,93.360,6.640,295.46,0.960,bicubic,-9.476,-4.214,-2 +maxvit_base_tf_384.in1k,384,76.580,23.420,93.480,6.520,119.65,1.000,bicubic,-9.710,-4.322,-24 +regnety_160.lion_in12k_ft_in1k,288,76.570,23.430,93.750,6.250,83.59,1.000,bicubic,-9.434,-4.084,+6 +tiny_vit_21m_512.dist_in22k_ft_in1k,512,76.560,23.440,93.460,6.540,21.27,1.000,bicubic,-9.884,-4.424,-38 +deit3_base_patch16_224.fb_in22k_ft_in1k,224,76.530,23.470,93.590,6.410,86.59,1.000,bicubic,-9.198,-4.156,+30 +rdnet_large.nv_in1k_ft_in1k_384,384,76.530,23.470,93.080,6.920,186.27,1.000,bicubic,-9.314,-4.600,+15 +maxvit_small_tf_512.in1k,512,76.520,23.480,93.210,6.790,69.13,1.000,bicubic,-9.582,-4.478,-12 +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,76.490,23.510,92.890,7.110,60.40,0.950,bicubic,-9.244,-4.720,+27 +beitv2_base_patch16_224.in1k_ft_in1k,224,76.470,23.530,92.900,7.100,86.53,0.900,bicubic,-9.126,-4.614,+36 +nextvit_small.bd_ssld_6m_in1k_384,384,76.450,23.550,93.870,6.130,31.76,1.000,bicubic,-9.516,-4.034,-1 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,76.450,23.550,93.410,6.590,93.59,0.875,bicubic,-9.506,-4.414,+2 +efficientvit_l3.r256_in1k,256,76.450,23.550,92.620,7.380,246.04,1.000,bicubic,-9.502,-4.720,+5 +convnext_base.clip_laion2b_augreg_ft_in1k,256,76.420,23.580,93.580,6.420,88.59,1.000,bicubic,-9.764,-4.094,-23 +convformer_m36.sail_in1k_384,384,76.410,23.590,93.100,6.900,57.05,1.000,bicubic,-9.170,-4.472,+33 +caformer_s36.sail_in1k_384,384,76.380,23.620,93.420,6.580,39.30,1.000,bicubic,-9.382,-4.246,+17 +cait_m36_384.fb_dist_in1k,384,76.370,23.630,93.040,6.960,271.22,1.000,bicubic,-9.690,-4.692,-16 +convnext_small.in12k_ft_in1k_384,384,76.350,23.650,93.360,6.640,50.22,1.000,bicubic,-9.836,-4.560,-28 +xcit_medium_24_p8_384.fb_dist_in1k,384,76.300,23.700,92.990,7.010,84.32,1.000,bicubic,-9.542,-4.612,+3 +tiny_vit_21m_384.dist_in22k_ft_in1k,384,76.290,23.710,93.020,6.980,21.23,1.000,bicubic,-9.798,-4.696,-22 +efficientvit_l2.r288_in1k,288,76.290,23.710,92.810,7.190,63.71,1.000,bicubic,-9.324,-4.554,+23 +nextvit_large.bd_ssld_6m_in1k,224,76.270,23.730,93.340,6.660,57.87,0.950,bicubic,-9.244,-4.148,+31 +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,76.250,23.750,93.020,6.980,86.66,1.000,bicubic,-9.204,-4.600,+37 +volo_d2_384.sail_in1k,384,76.240,23.760,93.170,6.830,58.87,1.000,bicubic,-9.814,-4.412,-22 +convformer_b36.sail_in1k_384,384,76.240,23.760,92.750,7.250,99.88,1.000,bicubic,-9.530,-4.772,+7 +hgnetv2_b5.ssld_stage1_in22k_in1k,288,76.210,23.790,93.360,6.640,39.57,1.000,bicubic,-8.720,-3.930,+101 +vit_large_patch16_224.augreg_in21k_ft_in1k,224,76.180,23.820,93.480,6.520,304.33,0.900,bicubic,-9.676,-4.342,-9 +maxvit_tiny_tf_512.in1k,512,76.180,23.820,93.060,6.940,31.05,1.000,bicubic,-9.478,-4.532,+14 +convnext_small.fb_in22k_ft_in1k_384,384,76.170,23.830,93.590,6.410,50.22,1.000,bicubic,-9.582,-4.288,+6 +vit_base_patch16_384.augreg_in21k_ft_in1k,384,76.160,23.840,93.610,6.390,86.86,1.000,bicubic,-9.850,-4.388,-24 +convnext_base.fb_in22k_ft_in1k,224,76.160,23.840,93.350,6.650,88.59,0.875,bicubic,-9.654,-4.506,-4 +tf_efficientnetv2_l.in21k_ft_in1k,384,76.160,23.840,93.350,6.650,118.52,1.000,bicubic,-9.686,-4.416,-12 +dm_nfnet_f6.dm_in1k,576,76.160,23.840,93.170,6.830,438.36,0.956,bicubic,-10.204,-4.730,-56 +regnety_160.lion_in12k_ft_in1k,224,76.130,23.870,93.300,6.700,83.59,0.950,bicubic,-9.472,-4.368,+10 +volo_d4_224.sail_in1k,224,76.130,23.870,93.080,6.920,192.96,0.960,bicubic,-9.738,-4.384,-17 +convnextv2_large.fcmae_ft_in1k,224,76.090,23.910,93.140,6.860,197.96,0.875,bicubic,-9.672,-4.434,-3 +vit_base_patch16_clip_224.openai_ft_in1k,224,76.090,23.910,93.000,7.000,86.57,0.900,bicubic,-9.192,-4.448,+39 +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,76.090,23.910,92.930,7.070,86.57,0.950,bicubic,-10.114,-4.832,-49 +caformer_s18.sail_in22k_ft_in1k_384,384,76.070,23.930,93.660,6.340,26.34,1.000,bicubic,-9.372,-4.058,+22 +xcit_large_24_p8_224.fb_dist_in1k,224,76.060,23.940,92.710,7.290,188.93,1.000,bicubic,-9.336,-4.708,+29 +regnety_160.sw_in12k_ft_in1k,224,76.050,23.950,93.050,6.950,83.59,0.950,bicubic,-9.546,-4.618,+4 +maxvit_small_tf_384.in1k,384,76.050,23.950,92.570,7.430,69.02,1.000,bicubic,-9.484,-4.896,+9 +flexivit_large.1200ep_in1k,240,76.040,23.960,93.010,6.990,304.36,0.950,bicubic,-9.606,-4.536,-1 +flexivit_large.600ep_in1k,240,76.020,23.980,92.790,7.210,304.36,0.950,bicubic,-9.510,-4.704,+8 +cait_s36_384.fb_dist_in1k,384,76.010,23.990,92.920,7.080,68.37,1.000,bicubic,-9.448,-4.560,+14 +tf_efficientnetv2_l.in1k,480,76.000,24.000,93.040,6.960,118.52,1.000,bicubic,-9.660,-4.432,-6 +tf_efficientnet_b7.ap_in1k,600,75.970,24.030,92.910,7.090,66.35,0.949,bicubic,-9.162,-4.346,+51 +tf_efficientnet_b8.ap_in1k,672,75.970,24.030,92.640,7.360,87.41,0.954,bicubic,-9.388,-4.658,+25 +efficientvit_l3.r224_in1k,224,75.960,24.040,92.470,7.530,246.04,1.000,bicubic,-9.850,-4.740,-22 +convformer_s36.sail_in1k_384,384,75.940,24.060,93.070,6.930,40.01,1.000,bicubic,-9.440,-4.398,+21 +dm_nfnet_f6.dm_in1k,448,75.880,24.120,92.980,7.020,438.36,0.956,bicubic,-10.276,-4.782,-59 +tf_efficientnetv2_xl.in21k_ft_in1k,384,75.880,24.120,92.820,7.180,208.12,1.000,bicubic,-9.682,-4.636,-2 +hgnet_base.ssld_in1k,224,75.880,24.120,92.780,7.220,71.58,0.965,bicubic,-9.028,-4.562,+79 +hgnetv2_b5.ssld_stage2_ft_in1k,288,75.870,24.130,93.530,6.470,39.57,1.000,bicubic,-9.288,-4.058,+39 +efficientvit_l2.r256_in1k,256,75.870,24.130,92.480,7.520,63.71,1.000,bicubic,-9.510,-4.776,+17 +dm_nfnet_f4.dm_in1k,512,75.850,24.150,92.990,7.010,316.07,0.951,bicubic,-9.988,-4.786,-32 +vit_base_patch8_224.augreg_in21k_ft_in1k,224,75.830,24.170,93.370,6.630,86.58,0.900,bicubic,-10.008,-4.282,-35 +xcit_large_24_p16_384.fb_dist_in1k,384,75.830,24.170,92.780,7.220,189.10,1.000,bicubic,-9.948,-4.750,-29 +eva02_small_patch14_336.mim_in22k_ft_in1k,336,75.830,24.170,92.760,7.240,22.13,1.000,bicubic,-9.940,-4.856,-26 +flexivit_large.300ep_in1k,240,75.820,24.180,92.660,7.340,304.36,0.950,bicubic,-9.464,-4.744,+16 +xcit_small_24_p8_384.fb_dist_in1k,384,75.810,24.190,92.970,7.030,47.63,1.000,bicubic,-9.770,-4.578,-14 +deit3_huge_patch14_224.fb_in1k,224,75.800,24.200,92.730,7.270,632.13,0.900,bicubic,-9.404,-4.456,+24 +vit_base_patch16_clip_224.laion2b_ft_in1k,224,75.790,24.210,92.860,7.140,86.57,1.000,bicubic,-9.698,-4.726,-5 +convformer_s36.sail_in22k_ft_in1k,224,75.770,24.230,93.330,6.670,40.01,1.000,bicubic,-9.650,-4.244,+3 +efficientnet_b5.sw_in12k_ft_in1k,448,75.760,24.240,93.130,6.870,30.39,1.000,bicubic,-10.134,-4.612,-48 +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,75.730,24.270,92.950,7.050,86.57,0.950,bicubic,-10.224,-4.774,-51 +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,75.710,24.290,92.950,7.050,39.03,0.950,bicubic,-9.846,-4.688,-17 +swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,75.700,24.300,93.210,6.790,87.77,0.900,bicubic,-9.576,-4.468,+11 +caformer_b36.sail_in1k,224,75.700,24.300,92.680,7.320,98.75,1.000,bicubic,-9.802,-4.636,-14 +beit_base_patch16_224.in22k_ft_in22k_in1k,224,75.690,24.310,93.430,6.570,86.53,0.900,bicubic,-9.548,-4.224,+13 +volo_d1_384.sail_in1k,384,75.690,24.310,92.980,7.020,26.78,1.000,bicubic,-9.572,-4.238,+9 +volo_d3_224.sail_in1k,224,75.690,24.310,92.950,7.050,86.33,0.960,bicubic,-9.750,-4.324,-9 +xcit_medium_24_p8_224.fb_dist_in1k,224,75.660,24.340,92.780,7.220,84.32,1.000,bicubic,-9.418,-4.494,+34 +resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,75.650,24.350,92.950,7.050,194.03,0.875,bilinear,-8.516,-4.242,+167 +hgnetv2_b5.ssld_stage1_in22k_in1k,224,75.650,24.350,92.700,7.300,39.57,0.965,bicubic,-8.806,-4.148,+114 +regnety_120.sw_in12k_ft_in1k,288,75.630,24.370,92.940,7.060,51.82,1.000,bicubic,-9.798,-4.636,-11 +hgnetv2_b5.ssld_stage2_ft_in1k,224,75.620,24.380,92.900,7.100,39.57,0.965,bicubic,-9.204,-4.394,+68 +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,75.620,24.380,92.500,7.500,60.40,0.950,bicubic,-9.806,-4.978,-12 +hiera_base_plus_224.mae_in1k_ft_in1k,224,75.580,24.420,92.490,7.510,69.90,0.900,bicubic,-9.556,-4.672,+18 +beit3_base_patch16_224.in22k_ft_in1k,224,75.570,24.430,93.110,6.890,86.66,1.000,bicubic,-9.820,-4.530,-10 +caformer_m36.sail_in1k,224,75.570,24.430,92.350,7.650,56.20,1.000,bicubic,-9.672,-4.876,+1 +convnextv2_base.fcmae_ft_in1k,288,75.560,24.440,92.830,7.170,88.72,1.000,bicubic,-9.930,-4.550,-26 +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,75.550,24.450,92.830,7.170,88.34,1.000,bicubic,-10.242,-4.804,-55 +convnext_small.fb_in22k_ft_in1k,288,75.540,24.460,93.200,6.800,50.22,1.000,bicubic,-9.736,-4.366,-6 +vit_large_patch16_rope_224.naver_in1k,224,75.540,24.460,92.230,7.770,304.17,0.900,bicubic,-9.106,-4.890,+78 +tf_efficientnet_b4.ns_jft_in1k,380,75.530,24.470,92.850,7.150,19.34,0.922,bicubic,-9.626,-4.632,+8 +regnety_320.swag_lc_in1k,224,75.520,24.480,93.790,6.210,145.05,0.965,bicubic,-9.134,-3.702,+73 +inception_next_base.sail_in1k_384,384,75.520,24.480,92.530,7.470,86.67,1.000,bicubic,-9.682,-4.744,+1 +hrnet_w48_ssld.paddle_in1k,288,75.510,24.490,92.850,7.150,77.47,1.000,bilinear,-8.974,-4.374,+95 +nextvit_base.bd_ssld_6m_in1k,224,75.500,24.500,93.170,6.830,44.82,0.950,bicubic,-9.686,-4.430,0 +resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.470,24.530,92.690,7.310,88.79,0.875,bilinear,-8.806,-4.498,+133 +volo_d2_224.sail_in1k,224,75.470,24.530,92.470,7.530,58.68,0.960,bicubic,-9.734,-4.894,-5 +regnetz_e8.ra3_in1k,320,75.460,24.540,92.550,7.450,57.70,1.000,bicubic,-9.556,-4.728,+19 +dm_nfnet_f3.dm_in1k,416,75.430,24.570,92.900,7.100,254.92,0.940,bicubic,-10.246,-4.676,-56 +dm_nfnet_f5.dm_in1k,544,75.430,24.570,92.770,7.230,377.21,0.954,bicubic,-10.672,-4.988,-97 +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,75.420,24.580,92.750,7.250,98.95,1.000,bicubic,-9.568,-4.546,+22 +deit_base_distilled_patch16_384.fb_in1k,384,75.400,24.600,92.520,7.480,87.63,1.000,bicubic,-10.038,-4.812,-34 +cait_s24_384.fb_dist_in1k,384,75.380,24.620,92.520,7.480,47.06,1.000,bicubic,-9.668,-4.830,+10 +tf_efficientnet_b6.ap_in1k,528,75.380,24.620,92.300,7.700,43.04,0.942,bicubic,-9.414,-4.838,+49 +tf_efficientnetv2_l.in1k,384,75.350,24.650,92.360,7.640,118.52,1.000,bicubic,-9.852,-5.064,-11 +tf_efficientnetv2_m.in21k_ft_in1k,384,75.340,24.660,92.660,7.340,54.14,1.000,bicubic,-9.428,-4.774,+49 +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,75.330,24.670,92.690,7.310,88.30,1.000,bicubic,-10.068,-4.974,-34 +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,75.320,24.680,93.280,6.720,86.57,0.900,bicubic,-9.788,-4.250,-6 +convnext_small.in12k_ft_in1k,224,75.320,24.680,92.800,7.200,50.22,0.950,bicubic,-9.844,-4.702,-12 +hgnet_small.ssld_in1k,288,75.320,24.680,92.660,7.340,24.36,1.000,bicubic,-9.048,-4.470,+108 +dm_nfnet_f5.dm_in1k,416,75.300,24.700,92.470,7.530,377.21,0.954,bicubic,-10.412,-5.080,-69 +dm_nfnet_f4.dm_in1k,384,75.300,24.700,92.450,7.550,316.07,0.951,bicubic,-10.214,-5.228,-52 +efficientnet_x_b5.sw_r448_e450_in1k,576,75.290,24.710,92.760,7.240,33.44,1.000,bicubic,-9.638,-4.552,+20 +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,75.290,24.710,92.440,7.560,38.88,0.950,bicubic,-9.666,-4.944,+13 +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,75.290,24.710,92.230,7.770,304.40,0.900,bicubic,-9.556,-5.256,+30 +efficientvit_l2.r224_in1k,224,75.270,24.730,92.030,7.970,63.71,1.000,bicubic,-9.776,-5.074,-1 +caformer_s18.sail_in1k_384,384,75.240,24.760,92.650,7.350,26.34,1.000,bicubic,-9.796,-4.704,-1 +mambaout_base_short_rw.sw_e500_in1k,288,75.240,24.760,92.500,7.500,88.83,1.000,bicubic,-9.602,-4.786,+28 +coat_lite_medium_384.in1k,384,75.210,24.790,92.180,7.820,44.57,1.000,bicubic,-9.680,-5.196,+19 +xcit_medium_24_p16_384.fb_dist_in1k,384,75.190,24.810,92.320,7.680,84.40,1.000,bicubic,-10.244,-5.088,-51 +nextvit_small.bd_ssld_6m_in1k,224,75.170,24.830,92.810,7.190,31.76,0.950,bicubic,-9.702,-4.562,+20 +efficientnet_h_b5.sw_r448_e450_in1k,576,75.170,24.830,92.650,7.350,45.88,1.000,bicubic,-9.772,-4.740,+6 +mambaout_base_wide_rw.sw_e500_in1k,288,75.170,24.830,92.360,7.640,94.45,1.000,bicubic,-9.796,-4.862,+1 +vit_large_patch16_rope_ape_224.naver_in1k,224,75.170,24.830,92.340,7.660,304.37,0.900,bicubic,-9.490,-4.806,+42 +vit_large_patch16_rope_mixed_224.naver_in1k,224,75.150,24.850,92.270,7.730,304.20,0.900,bicubic,-9.690,-4.858,+22 +tf_efficientnetv2_m.in1k,480,75.140,24.860,92.630,7.370,54.14,1.000,bicubic,-10.068,-4.728,-36 +deit3_small_patch16_384.fb_in22k_ft_in1k,384,75.130,24.870,92.800,7.200,22.21,1.000,bicubic,-9.716,-4.318,+17 +efficientnetv2_rw_m.agc_in1k,416,75.130,24.870,92.540,7.460,53.24,1.000,bicubic,-9.700,-4.608,+20 +regnety_2560.seer_ft_in1k,384,75.110,24.890,92.710,7.290,"1,282.60",1.000,bicubic,-10.034,-4.734,-28 +rdnet_large.nv_in1k,224,75.090,24.910,92.140,7.860,186.27,0.900,bicubic,-9.704,-5.016,+21 +deit3_large_patch16_224.fb_in1k,224,75.080,24.920,92.220,7.780,304.37,0.900,bicubic,-9.692,-5.124,+23 +dm_nfnet_f2.dm_in1k,352,75.060,24.940,92.270,7.730,193.78,0.920,bicubic,-10.124,-5.070,-36 +xcit_small_12_p8_384.fb_dist_in1k,384,75.040,24.960,92.440,7.560,26.21,1.000,bicubic,-10.028,-4.824,-20 +mvitv2_large.fb_in1k,224,75.040,24.960,92.270,7.730,217.99,0.900,bicubic,-10.224,-4.918,-49 +convformer_s18.sail_in22k_ft_in1k_384,384,75.030,24.970,93.000,7.000,26.77,1.000,bicubic,-9.974,-4.572,-16 +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,75.020,24.980,92.410,7.590,34.36,0.950,bicubic,-9.892,-4.850,0 +tiny_vit_21m_224.dist_in22k_ft_in1k,224,75.010,24.990,92.560,7.440,21.20,0.950,bicubic,-10.078,-4.692,-27 +convnextv2_base.fcmae_ft_in1k,224,74.990,25.010,92.290,7.710,88.72,0.875,bicubic,-9.900,-4.798,+1 +xcit_small_24_p8_224.fb_dist_in1k,224,74.980,25.020,92.400,7.600,47.63,1.000,bicubic,-9.898,-4.800,+2 +convnext_small.in12k_ft_in1k,288,74.970,25.030,92.610,7.390,50.22,1.000,bicubic,-10.354,-4.944,-61 +mambaout_small.in1k,288,74.970,25.030,91.700,8.300,48.49,1.000,bicubic,-9.542,-5.270,+45 +mambaout_base_tall_rw.sw_e500_in1k,288,74.950,25.050,92.270,7.730,86.48,1.000,bicubic,-10.038,-5.064,-20 +regnety_120.sw_in12k_ft_in1k,224,74.910,25.090,92.590,7.410,51.82,0.950,bicubic,-10.084,-4.822,-24 +efficientnetv2_rw_m.agc_in1k,320,74.910,25.090,92.070,7.930,53.24,1.000,bicubic,-9.386,-4.802,+83 +convnext_large.fb_in1k,288,74.900,25.100,92.080,7.920,197.77,1.000,bicubic,-9.962,-5.130,-2 +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,74.900,25.100,91.940,8.060,41.72,0.950,bicubic,-10.040,-5.028,-18 +ecaresnet269d.ra2_in1k,352,74.870,25.130,92.770,7.230,102.09,1.000,bicubic,-10.098,-4.454,-23 +maxvit_tiny_tf_384.in1k,384,74.860,25.140,92.400,7.600,30.98,1.000,bicubic,-10.246,-4.982,-43 +convformer_b36.sail_in1k,224,74.840,25.160,91.640,8.360,99.88,1.000,bicubic,-9.986,-5.308,0 +mambaout_small_rw.sw_e450_in1k,288,74.820,25.180,91.790,8.210,48.50,1.000,bicubic,-9.784,-5.306,+23 +convnext_small.fb_in22k_ft_in1k,224,74.800,25.200,92.900,7.100,50.22,0.875,bicubic,-9.782,-4.378,+23 +convnext_tiny.in12k_ft_in1k_384,384,74.790,25.210,92.830,7.170,28.59,1.000,bicubic,-10.364,-4.804,-53 +ecaresnet269d.ra2_in1k,320,74.790,25.210,92.490,7.510,102.09,0.950,bicubic,-9.934,-4.690,+6 +convformer_s18.sail_in1k_384,384,74.760,25.240,92.540,7.460,26.77,1.000,bicubic,-9.632,-4.570,+58 +deit3_base_patch16_384.fb_in1k,384,74.760,25.240,92.190,7.810,86.88,1.000,bicubic,-10.328,-5.164,-43 +maxxvit_rmlp_small_rw_256.sw_in1k,256,74.750,25.250,91.910,8.090,66.01,0.950,bicubic,-9.884,-5.152,+13 +dm_nfnet_f3.dm_in1k,320,74.710,25.290,91.920,8.080,254.92,0.940,bicubic,-10.382,-5.466,-49 +hrnet_w48_ssld.paddle_in1k,224,74.690,25.310,92.090,7.910,77.47,0.950,bilinear,-8.966,-4.758,+178 +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,74.680,25.320,92.570,7.430,38.85,1.000,bicubic,-9.870,-4.610,+21 +maxvit_large_tf_224.in1k,224,74.670,25.330,91.800,8.200,211.79,0.950,bicubic,-10.268,-5.180,-31 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,74.660,25.340,91.910,8.090,32.59,1.000,bicubic,-10.330,-5.384,-40 +xcit_small_24_p16_384.fb_dist_in1k,384,74.650,25.350,92.530,7.470,47.67,1.000,bicubic,-10.452,-4.788,-56 +mambaout_base_wide_rw.sw_e500_in1k,224,74.640,25.360,91.930,8.070,94.45,0.950,bicubic,-9.808,-5.398,+36 +regnetz_e8.ra3_in1k,256,74.630,25.370,91.830,8.170,57.70,0.940,bicubic,-9.788,-5.158,+46 +eca_nfnet_l2.ra3_in1k,384,74.590,25.410,92.700,7.300,56.72,1.000,bicubic,-10.120,-4.292,-6 +caformer_s36.sail_in1k,224,74.580,25.420,92.020,7.980,39.30,1.000,bicubic,-9.948,-5.002,+18 +xcit_large_24_p16_224.fb_dist_in1k,224,74.560,25.440,91.990,8.010,189.10,1.000,bicubic,-10.376,-5.138,-37 +mambaout_base.in1k,288,74.560,25.440,91.410,8.590,84.81,1.000,bicubic,-10.170,-5.524,-10 +tf_efficientnet_b8.ra_in1k,672,74.550,25.450,92.180,7.820,87.41,0.954,bicubic,-10.794,-5.212,-93 +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,74.550,25.450,91.910,8.090,38.86,0.950,bicubic,-9.892,-5.304,+31 +hiera_base_224.mae_in1k_ft_in1k,224,74.550,25.450,91.840,8.160,51.52,0.900,bicubic,-9.978,-5.170,+12 +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,74.550,25.450,91.590,8.410,63.95,0.950,bicubic,-9.766,-5.220,+52 +regnety_160.swag_lc_in1k,224,74.500,25.500,93.040,6.960,83.59,0.965,bicubic,-9.306,-4.244,+131 +gcvit_base.in1k,224,74.490,25.510,91.770,8.230,90.32,0.875,bicubic,-9.966,-5.448,+21 +maxvit_rmlp_small_rw_224.sw_in1k,224,74.470,25.530,91.480,8.520,64.90,0.900,bicubic,-10.018,-5.292,+12 +convnext_tiny.in12k_ft_in1k,288,74.460,25.540,92.600,7.400,28.59,1.000,bicubic,-9.988,-4.474,+21 +tf_efficientnet_b7.ra_in1k,600,74.460,25.540,92.130,7.870,66.35,0.949,bicubic,-10.466,-5.090,-42 +nextvit_large.bd_in1k_384,384,74.440,25.560,92.550,7.450,57.87,1.000,bicubic,-10.490,-4.944,-45 +caformer_s18.sail_in22k_ft_in1k,224,74.440,25.560,92.520,7.480,26.34,1.000,bicubic,-9.652,-4.662,+77 +fastvit_ma36.apple_dist_in1k,256,74.440,25.560,91.930,8.070,44.07,0.950,bicubic,-10.168,-5.066,-9 +mambaout_base_short_rw.sw_e500_in1k,224,74.430,25.570,91.850,8.150,88.83,0.950,bicubic,-9.934,-5.094,+37 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,74.400,25.600,92.090,7.910,32.59,1.000,bicubic,-10.372,-4.958,-29 +mambaout_base_tall_rw.sw_e500_in1k,224,74.400,25.600,91.710,8.290,86.48,0.950,bicubic,-10.036,-5.246,+19 +davit_base.msft_in1k,224,74.400,25.600,91.650,8.350,87.95,0.950,bicubic,-10.252,-5.370,-17 +rexnetr_300.sw_in12k_ft_in1k,288,74.390,25.610,92.470,7.530,34.81,1.000,bicubic,-10.192,-4.944,-13 +xcit_small_12_p16_384.fb_dist_in1k,384,74.390,25.610,92.140,7.860,26.25,1.000,bicubic,-10.344,-4.996,-29 +tf_efficientnet_b5.ap_in1k,456,74.390,25.610,91.920,8.080,30.39,0.934,bicubic,-9.868,-5.064,+44 +convformer_m36.sail_in1k,224,74.390,25.610,91.480,8.520,57.05,1.000,bicubic,-10.096,-5.386,+2 +regnetz_040_h.ra3_in1k,320,74.360,25.640,92.210,7.790,28.94,1.000,bicubic,-10.138,-4.796,-4 +dm_nfnet_f1.dm_in1k,320,74.360,25.640,92.040,7.960,132.63,0.910,bicubic,-10.340,-5.138,-27 +rdnet_base.nv_in1k,224,74.330,25.670,91.820,8.180,87.45,0.900,bicubic,-10.036,-5.058,+26 +maxvit_base_tf_224.in1k,224,74.310,25.690,91.880,8.120,119.47,0.950,bicubic,-10.574,-5.122,-52 +vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,74.300,25.700,92.450,7.550,88.30,0.950,bicubic,-10.918,-4.948,-105 +tf_efficientnetv2_s.in21k_ft_in1k,384,74.300,25.700,92.410,7.590,21.46,1.000,bicubic,-10.032,-4.864,+26 +hgnet_small.ssld_in1k,224,74.300,25.700,92.090,7.910,24.36,0.965,bicubic,-9.518,-4.756,+107 +eca_nfnet_l2.ra3_in1k,320,74.290,25.710,92.320,7.680,56.72,0.900,bicubic,-9.880,-4.696,+47 +regnetz_040.ra3_in1k,320,74.290,25.710,91.850,8.150,27.12,1.000,bicubic,-9.952,-5.086,+38 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,74.290,25.710,91.630,8.370,37.76,1.000,bicubic,-10.062,-5.258,+23 +resnest200e.in1k,320,74.250,25.750,91.860,8.140,70.20,0.909,bicubic,-9.630,-5.020,+88 +hgnetv2_b4.ssld_stage2_ft_in1k,288,74.240,25.760,92.540,7.460,19.80,1.000,bicubic,-9.712,-4.526,+72 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,74.240,25.760,91.600,8.400,32.59,0.950,bicubic,-10.428,-5.508,-36 +nextvit_base.bd_in1k_384,384,74.220,25.780,92.190,7.810,44.82,1.000,bicubic,-10.486,-5.030,-41 +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,74.200,25.800,92.310,7.690,328.99,0.900,bicubic,-10.234,-4.842,-2 +resmlp_big_24_224.fb_in22k_ft_in1k,224,74.200,25.800,92.080,7.920,129.14,0.875,bicubic,-10.214,-5.028,+5 +resnetrs200.tf_in1k,320,74.200,25.800,91.860,8.140,93.21,1.000,bicubic,-10.248,-5.012,-5 +coatnet_rmlp_2_rw_224.sw_in1k,224,74.200,25.800,91.240,8.760,73.88,0.950,bicubic,-10.408,-5.504,-32 +seresnet152d.ra2_in1k,320,74.190,25.810,91.990,8.010,66.84,1.000,bicubic,-10.154,-5.054,+13 +efficientnet_h_b5.sw_r448_e450_in1k,448,74.190,25.810,91.940,8.060,45.88,1.000,bicubic,-10.228,-5.200,+1 +convnext_large.fb_in1k,224,74.190,25.810,91.530,8.470,197.77,0.875,bicubic,-10.114,-5.412,+16 +mvitv2_base.fb_in1k,224,74.190,25.810,91.510,8.490,51.47,0.900,bicubic,-10.234,-5.398,-2 +swinv2_base_window16_256.ms_in1k,256,74.180,25.820,91.870,8.130,87.92,0.900,bicubic,-10.428,-5.194,-41 +convnext_base.fb_in1k,288,74.180,25.820,91.670,8.330,88.59,1.000,bicubic,-10.286,-5.312,-20 +xcit_large_24_p8_224.fb_in1k,224,74.170,25.830,90.850,9.150,188.93,1.000,bicubic,-10.210,-6.068,+2 +flexivit_base.1200ep_in1k,240,74.160,25.840,91.810,8.190,86.59,0.950,bicubic,-10.518,-5.170,-52 +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,74.160,25.840,91.680,8.320,22.52,0.950,bicubic,-9.640,-4.904,+92 +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,74.130,25.870,92.450,7.550,28.64,1.000,bicubic,-10.968,-5.182,-111 +tf_efficientnetv2_m.in1k,384,74.130,25.870,91.940,8.060,54.14,1.000,bicubic,-10.424,-5.118,-37 +convformer_s36.sail_in1k,224,74.130,25.870,91.200,8.800,40.01,1.000,bicubic,-9.938,-5.544,+41 +convnext_tiny.in12k_ft_in1k,224,74.120,25.880,92.170,7.830,28.59,0.950,bicubic,-10.072,-4.690,+24 +cait_xs24_384.fb_dist_in1k,384,74.110,25.890,91.920,8.080,26.67,1.000,bicubic,-9.954,-4.968,+38 +efficientvit_l1.r224_in1k,224,74.110,25.890,91.680,8.320,52.65,1.000,bicubic,-10.354,-5.180,-28 +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,74.110,25.890,91.060,8.940,86.43,0.950,bicubic,-9.762,-5.616,+69 +vit_base_patch16_224.augreg_in21k_ft_in1k,224,74.100,25.900,92.370,7.630,86.57,0.900,bicubic,-10.434,-4.930,-41 +volo_d1_224.sail_in1k,224,74.100,25.900,92.050,7.950,26.63,0.960,bicubic,-10.048,-4.722,+24 +mobilenetv4_hybrid_large.e600_r384_in1k,448,74.100,25.900,92.000,8.000,37.76,1.000,bicubic,-10.164,-4.956,+5 +efficientnetv2_rw_s.ra2_in1k,384,74.090,25.910,91.790,8.210,23.94,1.000,bicubic,-9.740,-4.922,+70 +vit_base_patch16_224_miil.in21k_ft_in1k,224,74.060,25.940,91.630,8.370,86.54,0.875,bilinear,-10.218,-5.168,+1 +flexivit_base.600ep_in1k,240,74.050,25.950,91.610,8.390,86.59,0.950,bicubic,-10.514,-5.300,-50 +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,74.040,25.960,91.940,8.060,44.18,0.875,bilinear,-9.228,-4.820,+168 +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,74.040,25.960,91.730,8.270,34.36,0.950,bicubic,-10.524,-5.378,-53 +seresnext101d_32x8d.ah_in1k,288,74.040,25.960,91.660,8.340,93.59,1.000,bicubic,-10.340,-5.004,-18 +seresnextaa101d_32x8d.ah_in1k,288,74.040,25.960,91.640,8.360,93.59,1.000,bicubic,-10.540,-5.422,-53 +tf_efficientnetv2_s.in1k,384,74.040,25.960,91.420,8.580,21.46,1.000,bicubic,-9.860,-5.282,+50 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,74.020,25.980,91.210,8.790,32.59,0.950,bicubic,-10.294,-5.892,-11 +flexivit_base.300ep_in1k,240,74.010,25.990,91.350,8.650,86.59,0.950,bicubic,-10.392,-5.534,-23 +crossvit_18_dagger_408.in1k,408,74.010,25.990,91.300,8.700,44.61,1.000,bicubic,-10.188,-5.534,+5 +inception_next_base.sail_in1k,224,74.000,26.000,91.370,8.630,86.67,0.950,bicubic,-10.098,-5.768,+17 +hgnetv2_b4.ssld_stage2_ft_in1k,224,73.970,26.030,91.950,8.050,19.80,0.965,bicubic,-9.730,-4.838,+92 +mambaout_small.in1k,224,73.970,26.030,91.140,8.860,48.49,1.000,bicubic,-10.124,-5.486,+16 +davit_small.msft_in1k,224,73.960,26.040,91.570,8.430,49.75,0.950,bicubic,-10.292,-5.372,-8 +resnest269e.in1k,416,73.940,26.060,92.040,7.960,110.93,0.928,bicubic,-10.602,-4.948,-60 +efficientnet_x_b5.sw_r448_e450_in1k,448,73.940,26.060,91.660,8.340,33.44,1.000,bicubic,-10.262,-5.312,-2 +fastvit_sa36.apple_dist_in1k,256,73.920,26.080,91.660,8.340,31.53,0.900,bicubic,-10.108,-5.212,+25 +xcit_small_12_p8_224.fb_dist_in1k,224,73.910,26.090,91.690,8.310,26.21,1.000,bicubic,-10.342,-5.184,-11 +eca_nfnet_l1.ra2_in1k,320,73.880,26.120,92.030,7.970,41.41,1.000,bicubic,-10.182,-4.996,+16 +tf_efficientnet_b7.aa_in1k,600,73.880,26.120,91.720,8.280,66.35,0.949,bicubic,-10.544,-5.144,-39 +vit_base_patch16_rope_ape_224.naver_in1k,224,73.880,26.120,91.540,8.460,86.59,0.900,bicubic,-9.900,-5.070,+63 +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,73.870,26.130,92.230,7.770,36.47,1.000,bicubic,-10.196,-5.080,+11 +tf_efficientnet_b6.aa_in1k,528,73.860,26.140,91.670,8.330,43.04,0.942,bicubic,-10.264,-5.220,+1 +deit3_small_patch16_224.fb_in22k_ft_in1k,224,73.850,26.150,91.970,8.030,22.06,1.000,bicubic,-9.232,-4.804,+180 +repvgg_d2se.rvgg_in1k,320,73.850,26.150,91.390,8.610,133.33,1.000,bilinear,-9.700,-5.272,+100 +resnetrs420.tf_in1k,416,73.830,26.170,91.690,8.310,191.89,1.000,bicubic,-11.180,-5.420,-134 +pit_b_distilled_224.in1k,224,73.820,26.180,90.740,9.260,74.79,0.900,bicubic,-9.954,-5.728,+59 +tf_efficientnet_b3.ns_jft_in1k,300,73.810,26.190,91.790,8.210,12.23,0.904,bicubic,-10.244,-5.136,+8 +regnety_1280.seer_ft_in1k,384,73.800,26.200,91.760,8.240,644.81,1.000,bicubic,-10.626,-5.326,-50 +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,73.800,26.200,91.160,8.840,60.23,0.950,bicubic,-10.106,-5.518,+21 +focalnet_base_lrf.ms_in1k,224,73.800,26.200,91.070,8.930,88.75,0.900,bicubic,-10.028,-5.540,+42 +vit_base_patch16_384.orig_in21k_ft_in1k,384,73.780,26.220,92.090,7.910,86.86,1.000,bicubic,-10.432,-5.120,-19 +convnext_base.fb_in1k,224,73.780,26.220,91.250,8.750,88.59,0.875,bicubic,-10.058,-5.496,+35 +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,73.770,26.230,91.500,8.500,38.74,0.950,bicubic,-10.040,-5.324,+40 +seresnext101_32x8d.ah_in1k,288,73.770,26.230,91.380,8.620,93.57,1.000,bicubic,-10.422,-5.752,-16 +rdnet_small.nv_in1k,224,73.770,26.230,91.340,8.660,50.44,0.900,bicubic,-9.888,-5.364,+74 +mambaout_base.in1k,224,73.760,26.240,91.000,9.000,84.81,1.000,bicubic,-10.434,-5.668,-21 +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,73.750,26.250,91.390,8.610,86.59,0.900,bicubic,-10.148,-5.362,+19 +regnetz_d32.ra3_in1k,320,73.740,26.260,91.860,8.140,27.58,0.950,bicubic,-10.288,-4.990,-1 +fastvit_ma36.apple_in1k,256,73.740,26.260,91.580,8.420,44.07,0.950,bicubic,-10.144,-5.176,+21 +efficientvit_b3.r288_in1k,288,73.740,26.260,91.410,8.590,48.65,1.000,bicubic,-10.422,-5.322,-19 +resnetrs420.tf_in1k,320,73.740,26.260,91.080,8.920,191.89,1.000,bicubic,-10.500,-5.782,-31 +regnetz_d8.ra3_in1k,320,73.730,26.270,91.960,8.040,23.37,1.000,bicubic,-10.314,-5.044,-6 +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,73.720,26.280,92.090,7.910,194.03,0.875,bilinear,-9.620,-4.754,+124 +maxvit_small_tf_224.in1k,224,73.700,26.300,91.400,8.600,68.93,0.950,bicubic,-10.752,-5.424,-75 +regnetz_040.ra3_in1k,256,73.700,26.300,91.240,8.760,27.12,1.000,bicubic,-9.944,-5.442,+67 +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,73.690,26.310,92.330,7.670,49.61,0.900,bicubic,-9.640,-4.666,+124 +resnetaa101d.sw_in12k_ft_in1k,288,73.690,26.310,91.780,8.220,44.57,1.000,bicubic,-10.424,-5.334,-24 +mambaout_small_rw.sw_e450_in1k,224,73.690,26.310,91.110,8.890,48.50,1.000,bicubic,-10.350,-5.632,-10 +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,73.680,26.320,92.180,7.820,88.79,0.875,bilinear,-9.040,-4.444,+206 +gcvit_small.in1k,224,73.680,26.320,91.320,8.680,51.09,0.875,bicubic,-10.224,-5.644,+4 +swinv2_base_window8_256.ms_in1k,256,73.670,26.330,91.610,8.390,87.92,0.900,bicubic,-10.576,-5.292,-45 +xcit_medium_24_p16_224.fb_dist_in1k,224,73.670,26.330,91.490,8.510,84.40,1.000,bicubic,-10.622,-5.446,-51 +maxvit_rmlp_tiny_rw_256.sw_in1k,256,73.640,26.360,91.410,8.590,29.15,0.950,bicubic,-10.586,-5.372,-43 +edgenext_base.usi_in1k,320,73.630,26.370,91.770,8.230,18.51,1.000,bicubic,-10.340,-5.000,-10 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,73.630,26.370,91.080,8.920,37.76,0.950,bicubic,-10.366,-5.634,-12 +hgnetv2_b4.ssld_stage1_in22k_in1k,288,73.600,26.400,92.340,7.660,19.80,1.000,bicubic,-9.850,-4.580,+86 +edgenext_base.in21k_ft_in1k,320,73.600,26.400,91.840,8.160,18.51,1.000,bicubic,-10.476,-5.368,-27 +vit_base_patch16_rope_mixed_224.naver_in1k,224,73.600,26.400,91.340,8.660,86.44,0.900,bicubic,-10.206,-5.382,+22 +seresnet152d.ra2_in1k,256,73.590,26.410,91.500,8.500,66.84,0.950,bicubic,-10.112,-5.120,+41 +hiera_small_224.mae_in1k_ft_in1k,224,73.590,26.410,91.380,8.620,35.01,0.900,bicubic,-10.298,-5.288,-4 +maxvit_tiny_rw_224.sw_in1k,224,73.590,26.410,90.860,9.140,29.06,0.950,bicubic,-9.932,-5.628,+69 +convnext_small.fb_in1k,288,73.570,26.430,91.390,8.610,50.22,1.000,bicubic,-10.134,-5.400,+36 +sequencer2d_l.in1k,224,73.570,26.430,91.100,8.900,54.30,0.875,bicubic,-9.836,-5.404,+92 +seresnextaa101d_32x8d.ah_in1k,224,73.570,26.430,90.940,9.060,93.59,0.950,bicubic,-10.330,-5.708,-9 +dm_nfnet_f2.dm_in1k,256,73.560,26.440,91.420,8.580,193.78,0.920,bicubic,-10.540,-5.490,-40 +pvt_v2_b4.in1k,224,73.560,26.440,91.120,8.880,62.56,0.900,bicubic,-10.150,-5.494,+30 +convnextv2_tiny.fcmae_ft_in22k_in1k,288,73.540,26.460,91.950,8.050,28.64,1.000,bicubic,-10.888,-5.310,-89 +regnety_080.ra3_in1k,288,73.480,26.520,91.700,8.300,39.18,1.000,bicubic,-10.460,-5.184,-25 +mobilenetv4_hybrid_large.e600_r384_in1k,384,73.480,26.520,91.520,8.480,37.76,0.950,bicubic,-10.346,-5.228,+3 +edgenext_base.in21k_ft_in1k,256,73.480,26.520,91.240,8.760,18.51,0.950,bicubic,-9.936,-5.560,+82 +coat_lite_medium.in1k,224,73.480,26.520,91.230,8.770,44.57,0.900,bicubic,-10.122,-5.484,+48 +inception_next_small.sail_in1k,224,73.480,26.520,91.140,8.860,49.37,0.875,bicubic,-10.104,-5.458,+51 +resnetrs270.tf_in1k,352,73.460,26.540,91.450,8.550,129.86,1.000,bicubic,-10.978,-5.522,-99 +xcit_tiny_24_p8_384.fb_dist_in1k,384,73.450,26.550,91.660,8.340,12.11,1.000,bicubic,-10.334,-5.056,+5 +repvit_m2_3.dist_450e_in1k,224,73.450,26.550,91.080,8.920,23.69,0.950,bicubic,-10.296,-5.570,+14 +tresnet_v2_l.miil_in21k_ft_in1k,224,73.450,26.550,91.030,8.970,46.17,0.875,bilinear,-10.460,-5.462,-25 +twins_svt_large.in1k,224,73.450,26.550,90.870,9.130,99.27,0.900,bicubic,-10.268,-5.730,+19 +convformer_s18.sail_in22k_ft_in1k,224,73.440,26.560,91.930,8.070,26.77,1.000,bicubic,-10.328,-5.116,+8 +regnetz_040_h.ra3_in1k,256,73.440,26.560,91.540,8.460,28.94,1.000,bicubic,-10.324,-5.160,+10 +resnetrs350.tf_in1k,288,73.440,26.560,91.110,8.890,163.96,1.000,bicubic,-10.864,-5.782,-83 +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,73.430,26.570,91.240,8.760,60.40,0.950,bicubic,-10.280,-5.376,+16 +deit3_base_patch16_224.fb_in1k,224,73.420,26.580,91.260,8.740,86.59,0.900,bicubic,-10.380,-5.712,-2 +swinv2_small_window16_256.ms_in1k,256,73.400,26.600,91.280,8.720,49.73,0.900,bicubic,-10.816,-5.594,-72 +edgenext_base.usi_in1k,256,73.400,26.600,91.170,8.830,18.51,0.950,bicubic,-10.284,-5.580,+21 +resnetaa101d.sw_in12k_ft_in1k,224,73.400,26.600,91.100,8.900,44.57,0.950,bicubic,-10.144,-5.728,+42 +rexnetr_300.sw_in12k_ft_in1k,224,73.390,26.610,91.800,8.200,34.81,0.950,bicubic,-10.646,-5.192,-48 +regnety_064.ra3_in1k,288,73.380,26.620,91.260,8.740,30.58,1.000,bicubic,-10.336,-5.464,+6 +resmlp_big_24_224.fb_distilled_in1k,224,73.380,26.620,91.090,8.910,129.14,0.875,bicubic,-10.214,-5.568,+32 +resnetrs200.tf_in1k,256,73.370,26.630,91.220,8.780,93.21,1.000,bicubic,-10.514,-5.542,-31 +convnext_tiny.fb_in22k_ft_in1k_384,384,73.360,26.640,91.860,8.140,28.59,1.000,bicubic,-10.738,-4.922,-65 +vit_base_patch16_rope_224.naver_in1k,224,73.360,26.640,91.320,8.680,86.43,0.900,bicubic,-10.354,-5.354,+5 +swin_s3_base_224.ms_in1k,224,73.360,26.640,91.270,8.730,71.13,0.900,bicubic,-10.560,-5.380,-43 +resnet200d.ra2_in1k,320,73.350,26.650,91.460,8.540,64.69,1.000,bicubic,-10.626,-5.360,-49 +tf_efficientnet_b5.ra_in1k,456,73.340,26.660,91.370,8.630,30.39,0.934,bicubic,-10.494,-5.394,-26 +regnety_160.deit_in1k,288,73.320,26.680,91.630,8.370,83.59,1.000,bicubic,-10.384,-5.186,+5 +swin_base_patch4_window12_384.ms_in1k,384,73.320,26.680,91.350,8.650,87.90,1.000,bicubic,-11.158,-5.536,-133 +hgnetv2_b3.ssld_stage2_ft_in1k,288,73.300,26.700,91.840,8.160,16.29,1.000,bicubic,-10.288,-4.972,+23 +hgnetv2_b4.ssld_stage1_in22k_in1k,224,73.290,26.710,91.800,8.200,19.80,0.965,bicubic,-9.602,-4.832,+132 +hgnetv2_b3.ssld_stage1_in22k_in1k,288,73.280,26.720,91.960,8.040,16.29,1.000,bicubic,-9.838,-4.494,+98 +regnetv_064.ra3_in1k,288,73.280,26.720,91.600,8.400,30.58,1.000,bicubic,-10.466,-5.146,-11 +tf_efficientnet_b5.aa_in1k,456,73.280,26.720,91.070,8.930,30.39,0.934,bicubic,-10.416,-5.642,+5 +efficientnet_b4.ra2_in1k,384,73.270,26.730,91.320,8.680,19.34,1.000,bicubic,-10.198,-5.254,+36 +focalnet_base_srf.ms_in1k,224,73.270,26.730,91.300,8.700,88.15,0.900,bicubic,-10.538,-5.360,-27 +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,73.270,26.730,91.150,8.850,60.40,0.950,bicubic,-10.382,-5.396,+7 +gcvit_tiny.in1k,224,73.270,26.730,90.860,9.140,28.22,0.875,bicubic,-10.130,-5.534,+51 +focalnet_small_srf.ms_in1k,224,73.270,26.730,90.630,9.370,49.89,0.900,bicubic,-10.158,-5.802,+44 +regnetz_d8_evos.ch_in1k,256,73.260,26.740,90.760,9.240,23.46,0.950,bicubic,-10.144,-5.902,+48 +tiny_vit_21m_224.in1k,224,73.250,26.750,91.410,8.590,21.20,0.950,bicubic,-10.018,-5.192,+64 +regnetz_d8.ra3_in1k,256,73.250,26.750,91.300,8.700,23.37,0.940,bicubic,-10.296,-5.446,+17 +resnet152d.ra2_in1k,320,73.250,26.750,91.200,8.800,60.21,1.000,bicubic,-10.434,-5.498,-4 +mvitv2_small.fb_in1k,224,73.250,26.750,91.120,8.880,34.87,0.900,bicubic,-10.522,-5.438,-24 +mobilenetv4_conv_aa_large.e600_r384_in1k,480,73.200,26.800,91.170,8.830,32.59,1.000,bicubic,-10.626,-5.550,-41 +swinv2_small_window8_256.ms_in1k,256,73.200,26.800,91.040,8.960,49.73,0.900,bicubic,-10.644,-5.610,-47 +pvt_v2_b5.in1k,224,73.190,26.810,91.300,8.700,81.96,0.900,bicubic,-10.570,-5.334,-25 +seresnext101d_32x8d.ah_in1k,224,73.180,26.820,91.200,8.800,93.59,0.950,bicubic,-10.522,-5.594,-13 +vit_small_patch16_384.augreg_in21k_ft_in1k,384,73.170,26.830,91.890,8.110,22.20,1.000,bicubic,-10.644,-5.216,-45 +regnetz_d8_evos.ch_in1k,320,73.170,26.830,91.630,8.370,23.46,1.000,bicubic,-10.968,-5.388,-94 +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,73.170,26.830,91.210,8.790,38.88,0.950,bicubic,-10.296,-5.412,+23 +nest_base_jx.goog_in1k,224,73.170,26.830,90.990,9.010,67.72,0.875,bicubic,-10.382,-5.374,+5 +fastvit_sa24.apple_dist_in1k,256,73.160,26.840,91.390,8.610,21.55,0.900,bicubic,-10.208,-5.184,+40 +xcit_small_24_p16_224.fb_dist_in1k,224,73.150,26.850,91.460,8.540,47.67,1.000,bicubic,-10.730,-5.274,-61 +fastvit_sa36.apple_in1k,256,73.150,26.850,90.960,9.040,31.53,0.900,bicubic,-10.352,-5.672,+11 +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,73.140,26.860,91.780,8.220,936.53,1.000,bilinear,-11.796,-5.676,-220 +regnetz_d32.ra3_in1k,256,73.140,26.860,91.450,8.550,27.58,0.950,bicubic,-10.292,-5.184,+23 +cs3se_edgenet_x.c2ns_in1k,320,73.140,26.860,91.280,8.720,50.72,1.000,bicubic,-10.410,-5.386,-3 +xcit_small_24_p8_224.fb_in1k,224,73.140,26.860,91.230,8.770,47.63,1.000,bicubic,-10.714,-5.406,-64 +ese_vovnet57b.ra4_e3600_r256_in1k,320,73.140,26.860,91.150,8.850,38.61,1.000,bicubic,-10.158,-5.372,+49 +xcit_medium_24_p8_224.fb_in1k,224,73.140,26.860,90.440,9.560,84.32,1.000,bicubic,-10.604,-5.954,-34 +resnetrs350.tf_in1k,384,73.130,26.870,91.180,8.820,163.96,1.000,bicubic,-11.580,-6.076,-196 +seresnext101_32x8d.ah_in1k,224,73.120,26.880,90.490,9.510,93.57,0.950,bicubic,-10.498,-5.922,-15 +nextvit_large.bd_in1k,224,73.100,26.900,91.550,8.450,57.87,0.950,bicubic,-10.554,-5.132,-21 +eca_nfnet_l1.ra2_in1k,256,73.100,26.900,91.370,8.630,41.41,0.900,bicubic,-10.164,-5.314,+43 +fasternet_l.in1k,224,73.100,26.900,90.810,9.190,93.47,1.000,bicubic,-10.416,-5.848,-3 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,73.090,26.910,91.370,8.630,11.07,1.000,bicubic,-10.300,-5.396,+24 +efficientvit_b3.r256_in1k,256,73.080,26.920,90.900,9.100,48.65,1.000,bicubic,-10.702,-5.598,-53 +nextvit_small.bd_in1k_384,384,73.070,26.930,91.480,8.520,31.76,1.000,bicubic,-10.966,-5.514,-98 +pvt_v2_b3.in1k,224,73.070,26.930,90.990,9.010,45.24,0.900,bicubic,-10.050,-5.570,+59 +resnet200d.ra2_in1k,256,73.070,26.930,90.850,9.150,64.69,0.950,bicubic,-10.180,-5.702,+42 +resnet152.a1h_in1k,288,73.060,26.940,91.130,8.870,60.19,1.000,bicubic,-10.434,-5.392,-6 +naflexvit_base_patch16_gap.e300_s576_in1k,384,73.060,26.940,90.590,9.410,86.63,1.000,bicubic,-10.280,-5.776,+29 +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,73.050,26.950,91.050,8.950,38.88,0.950,bicubic,-10.412,-5.498,+1 +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,73.040,26.960,91.990,8.010,236.34,1.000,bilinear,-11.428,-5.442,-178 +swin_s3_small_224.ms_in1k,224,73.030,26.970,90.720,9.280,49.74,0.900,bicubic,-10.748,-5.740,-59 +deit3_small_patch16_384.fb_in1k,384,73.010,26.990,91.250,8.750,22.21,1.000,bicubic,-10.422,-5.424,0 +cait_s24_224.fb_dist_in1k,224,73.010,26.990,91.200,8.800,46.92,1.000,bicubic,-10.474,-5.386,-10 +repvit_m2_3.dist_300e_in1k,224,73.010,26.990,90.860,9.140,23.69,0.950,bicubic,-10.514,-5.672,-18 +efficientvit_b3.r224_in1k,224,73.010,26.990,90.540,9.460,48.65,0.950,bicubic,-10.434,-5.798,+2 +convnextv2_tiny.fcmae_ft_in22k_in1k,224,72.990,27.010,91.580,8.420,28.64,0.875,bicubic,-10.914,-5.082,-96 +mobilenetv4_conv_large.e600_r384_in1k,448,72.980,27.020,91.240,8.760,32.59,1.000,bicubic,-10.438,-5.372,+3 +regnety_080.ra3_in1k,224,72.980,27.020,90.750,9.250,39.18,0.950,bicubic,-10.186,-5.730,+36 +deit_base_distilled_patch16_224.fb_in1k,224,72.970,27.030,90.960,9.040,87.34,0.900,bicubic,-10.414,-5.532,+8 +maxvit_tiny_tf_224.in1k,224,72.960,27.040,90.880,9.120,30.92,0.950,bicubic,-10.466,-5.704,-1 +resnetrs270.tf_in1k,256,72.930,27.070,90.620,9.380,129.86,1.000,bicubic,-10.666,-5.996,-35 +efficientnetv2_rw_s.ra2_in1k,288,72.900,27.100,91.290,8.710,23.94,1.000,bicubic,-9.988,-5.038,+77 +caformer_s18.sail_in1k,224,72.900,27.100,90.960,9.040,26.34,1.000,bicubic,-10.764,-5.566,-48 +hgnet_tiny.ssld_in1k,288,72.890,27.110,91.590,8.410,14.74,1.000,bicubic,-9.638,-4.930,+136 +regnety_640.seer_ft_in1k,384,72.890,27.110,91.270,8.730,281.38,1.000,bicubic,-11.034,-5.656,-111 +resnetrs152.tf_in1k,320,72.890,27.110,91.200,8.800,86.62,1.000,bicubic,-10.820,-5.472,-58 +regnety_320.tv2_in1k,224,72.890,27.110,90.780,9.220,145.05,0.965,bicubic,-10.280,-5.636,+27 +efficientformerv2_l.snap_dist_in1k,224,72.860,27.140,90.820,9.180,26.32,0.950,bicubic,-10.782,-5.726,-47 +rexnet_300.nav_in1k,224,72.850,27.150,90.700,9.300,34.71,0.875,bicubic,-9.930,-5.530,+85 +coatnet_rmlp_1_rw_224.sw_in1k,224,72.840,27.160,90.800,9.200,41.69,0.950,bicubic,-10.510,-5.652,+3 +tf_efficientnetv2_s.in21k_ft_in1k,300,72.820,27.180,91.370,8.630,21.46,1.000,bicubic,-10.528,-5.340,+3 +convnextv2_tiny.fcmae_ft_in1k,288,72.810,27.190,91.080,8.920,28.64,1.000,bicubic,-10.668,-5.638,-27 +regnety_160.deit_in1k,224,72.800,27.200,90.930,9.070,83.59,0.950,bicubic,-10.200,-5.572,+49 +regnetv_064.ra3_in1k,224,72.800,27.200,90.710,9.290,30.58,0.950,bicubic,-10.318,-6.002,+33 +swinv2_cr_small_ns_224.sw_in1k,224,72.770,27.230,90.590,9.410,49.70,0.900,bicubic,-10.720,-5.896,-32 +crossvit_15_dagger_408.in1k,408,72.760,27.240,91.050,8.950,28.50,1.000,bicubic,-11.082,-5.736,-102 +tf_efficientnet_b4.ap_in1k,380,72.760,27.240,91.040,8.960,19.34,0.922,bicubic,-10.486,-5.352,+10 +tf_efficientnetv2_s.in1k,300,72.760,27.240,90.770,9.230,21.46,1.000,bicubic,-10.402,-5.564,+17 +nextvit_base.bd_in1k,224,72.750,27.250,91.230,8.770,44.82,0.950,bicubic,-10.748,-5.418,-38 +focalnet_small_lrf.ms_in1k,224,72.740,27.260,90.800,9.200,50.34,0.900,bicubic,-10.768,-5.786,-42 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,72.720,27.280,90.940,9.060,236.34,1.000,bicubic,-11.138,-6.190,-110 +twins_svt_base.in1k,224,72.720,27.280,90.420,9.580,56.07,0.900,bicubic,-10.402,-6.010,+22 +regnetv_040.ra3_in1k,288,72.700,27.300,91.120,8.880,20.64,1.000,bicubic,-10.504,-5.562,+7 +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,72.700,27.300,90.650,9.350,86.63,1.000,bicubic,-10.808,-5.720,-46 +resnetv2_101.a1h_in1k,288,72.700,27.300,90.580,9.420,44.54,1.000,bicubic,-10.302,-5.864,+37 +efficientformer_l7.snap_dist_in1k,224,72.690,27.310,90.690,9.310,82.23,0.950,bicubic,-10.706,-5.842,-22 +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,72.690,27.310,90.660,9.340,86.46,1.000,bicubic,-10.778,-5.910,-38 +vit_base_patch32_384.augreg_in21k_ft_in1k,384,72.680,27.320,91.160,8.840,88.30,1.000,bicubic,-10.678,-5.668,-19 +coatnet_1_rw_224.sw_in1k,224,72.680,27.320,90.790,9.210,41.72,0.950,bicubic,-10.940,-5.592,-66 +xcit_small_12_p8_224.fb_in1k,224,72.670,27.330,90.660,9.340,26.21,1.000,bicubic,-10.684,-5.760,-19 +regnety_064.ra3_in1k,224,72.650,27.350,90.630,9.370,30.58,0.950,bicubic,-10.356,-5.894,+29 +ecaresnet101d.miil_in1k,288,72.640,27.360,91.010,8.990,44.57,0.950,bicubic,-10.366,-5.286,+27 +regnety_032.ra_in1k,288,72.610,27.390,90.930,9.070,19.44,1.000,bicubic,-10.114,-5.496,+69 +xception65p.ra3_in1k,299,72.590,27.410,90.750,9.250,39.82,0.940,bicubic,-10.570,-5.620,+3 +regnety_040.ra3_in1k,288,72.590,27.410,90.740,9.260,20.65,1.000,bicubic,-10.458,-5.762,+20 +convnext_tiny.fb_in22k_ft_in1k,224,72.580,27.420,91.340,8.660,28.59,0.875,bicubic,-10.320,-4.950,+39 +twins_pcpvt_large.in1k,224,72.580,27.420,90.880,9.120,60.99,0.900,bicubic,-10.578,-5.490,+3 +xception65.ra3_in1k,299,72.570,27.430,90.710,9.290,39.92,0.940,bicubic,-10.616,-5.886,-7 +pnasnet5large.tf_in1k,331,72.560,27.440,90.530,9.470,86.06,0.911,bicubic,-10.254,-5.754,+53 +xcit_small_12_p16_224.fb_dist_in1k,224,72.540,27.460,91.080,8.920,26.25,1.000,bicubic,-10.814,-5.392,-28 +mambaout_tiny.in1k,288,72.540,27.460,90.650,9.350,26.55,1.000,bicubic,-10.912,-5.890,-50 +hgnetv2_b3.ssld_stage2_ft_in1k,224,72.530,27.470,91.290,8.710,16.29,0.965,bicubic,-10.384,-5.070,+33 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,72.530,27.470,91.290,8.710,11.07,1.000,bicubic,-10.468,-5.386,+20 +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,72.530,27.470,90.930,9.070,88.22,0.900,bicubic,-10.774,-5.598,-24 +deit_base_patch16_384.fb_in1k,384,72.520,27.480,90.200,9.800,86.86,1.000,bicubic,-10.588,-6.176,+3 +nfnet_l0.ra2_in1k,288,72.500,27.500,90.880,9.120,35.07,1.000,bicubic,-10.266,-5.614,+50 +deit3_medium_patch16_224.fb_in1k,224,72.500,27.500,90.810,9.190,38.85,0.900,bicubic,-10.590,-5.302,+4 +hgnetv2_b3.ssld_stage1_in22k_in1k,224,72.490,27.510,91.150,8.850,16.29,0.965,bicubic,-10.104,-5.214,+82 +mobilenetv4_conv_aa_large.e600_r384_in1k,384,72.480,27.520,90.480,9.520,32.59,0.950,bicubic,-10.784,-5.910,-24 +tf_efficientnet_b5.in1k,456,72.470,27.530,90.900,9.100,30.39,0.934,bicubic,-10.700,-5.634,-19 +resnext101_64x4d.c1_in1k,288,72.470,27.530,90.660,9.340,83.46,1.000,bicubic,-10.688,-5.966,-10 +resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,72.460,27.540,90.850,9.150,25.03,0.875,bilinear,-9.702,-5.206,+151 +regnety_080_tv.tv2_in1k,224,72.460,27.540,90.510,9.490,39.38,0.965,bicubic,-10.120,-5.744,+80 +gc_efficientnetv2_rw_t.agc_in1k,288,72.450,27.550,90.820,9.180,13.68,1.000,bicubic,-10.036,-5.482,+95 +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,72.430,27.570,92.070,7.930,387.93,1.000,bilinear,-12.000,-5.310,-230 +convformer_s18.sail_in1k,224,72.430,27.570,90.560,9.440,26.77,1.000,bicubic,-10.538,-5.686,+12 +xcit_tiny_24_p8_224.fb_dist_in1k,224,72.410,27.590,90.790,9.210,12.11,1.000,bicubic,-10.168,-5.396,+78 +swin_base_patch4_window7_224.ms_in1k,224,72.400,27.600,90.840,9.160,87.77,0.900,bicubic,-11.204,-5.610,-94 +mobilenetv4_conv_large.e600_r384_in1k,384,72.400,27.600,90.800,9.200,32.59,0.950,bicubic,-10.574,-5.444,+8 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,72.400,27.600,90.730,9.270,11.07,0.950,bicubic,-10.552,-5.740,+9 +cs3sedarknet_x.c2ns_in1k,288,72.390,27.610,91.040,8.960,35.40,1.000,bicubic,-10.264,-5.308,+54 +sequencer2d_m.in1k,224,72.390,27.610,90.670,9.330,38.31,0.875,bicubic,-10.446,-5.606,+22 +rdnet_tiny.nv_in1k,224,72.380,27.620,90.440,9.560,23.86,0.900,bicubic,-10.434,-5.592,+28 +tnt_b_patch16_224.in1k,224,72.370,27.630,90.590,9.410,65.43,0.900,bicubic,-10.494,-5.640,+18 +resnet101d.ra2_in1k,320,72.370,27.630,90.580,9.420,44.57,1.000,bicubic,-10.650,-5.876,-7 +nest_small_jx.goog_in1k,224,72.360,27.640,90.730,9.270,38.35,0.875,bicubic,-10.772,-5.600,-24 +hrnet_w18_ssld.paddle_in1k,288,72.340,27.660,90.770,9.230,21.30,1.000,bilinear,-9.712,-5.480,+150 +maxxvit_rmlp_nano_rw_256.sw_in1k,256,72.330,27.670,90.770,9.230,16.78,0.950,bicubic,-10.706,-5.574,-11 +resnest101e.in1k,256,72.330,27.670,90.770,9.230,48.28,0.875,bilinear,-10.586,-5.540,+4 +nasnetalarge.tf_in1k,331,72.330,27.670,90.520,9.480,88.75,0.911,bicubic,-10.308,-5.546,+48 +efficientnetv2_rw_t.ra2_in1k,288,72.320,27.680,90.460,9.540,13.65,1.000,bicubic,-10.034,-5.718,+99 +tf_efficientnet_b2.ns_jft_in1k,260,72.310,27.690,91.010,8.990,9.11,0.890,bicubic,-10.102,-5.228,+85 +convnext_small.fb_in1k,224,72.300,27.700,90.860,9.140,50.22,0.875,bicubic,-10.844,-5.572,-33 +efficientvit_b2.r288_in1k,288,72.300,27.700,90.860,9.140,24.33,1.000,bicubic,-10.778,-5.426,-20 +swiftformer_l3.dist_in1k,224,72.300,27.700,90.570,9.430,28.49,0.950,bicubic,-10.694,-5.666,-11 +convnext_nano.r384_in12k_ft_in1k,384,72.260,27.740,91.040,8.960,15.59,1.000,bicubic,-11.074,-5.584,-59 +resnet152d.ra2_in1k,256,72.250,27.750,90.600,9.400,60.21,0.950,bicubic,-10.910,-6.046,-39 +twins_pcpvt_base.in1k,224,72.250,27.750,90.550,9.450,43.83,0.900,bicubic,-10.474,-5.800,+25 +hgnetv2_b2.ssld_stage2_ft_in1k,288,72.240,27.760,90.820,9.180,11.22,1.000,bicubic,-10.122,-5.592,+87 +resnext101_32x8d.tv2_in1k,224,72.240,27.760,90.160,9.840,88.79,0.965,bilinear,-10.592,-6.074,+6 +efficientnet_b4.ra2_in1k,320,72.230,27.770,90.620,9.380,19.34,0.875,bicubic,-10.428,-5.514,+32 +crossvit_18_240.in1k,240,72.220,27.780,90.280,9.720,43.27,0.875,bicubic,-10.170,-5.784,+80 +resnext101_64x4d.tv_in1k,224,72.200,27.800,90.610,9.390,83.46,0.875,bilinear,-10.778,-5.664,-17 +tresnet_xl.miil_in1k_448,448,72.200,27.800,90.110,9.890,78.44,0.875,bilinear,-10.866,-6.070,-30 +resnetv2_50x1_bit.goog_distilled_in1k,224,72.180,27.820,91.080,8.920,25.55,0.875,bicubic,-10.640,-5.446,+3 +tf_efficientnet_b4.aa_in1k,380,72.180,27.820,90.510,9.490,19.34,0.922,bicubic,-10.860,-5.788,-29 +cs3se_edgenet_x.c2ns_in1k,256,72.170,27.830,90.750,9.250,50.72,0.950,bicubic,-10.598,-5.556,+9 +maxvit_nano_rw_256.sw_in1k,256,72.160,27.840,90.460,9.540,15.45,0.950,bicubic,-10.774,-5.764,-17 +dm_nfnet_f1.dm_in1k,224,72.150,27.850,90.410,9.590,132.63,0.910,bicubic,-11.294,-6.224,-98 +regnetx_320.tv2_in1k,224,72.150,27.850,90.180,9.820,107.81,0.965,bicubic,-10.674,-6.020,-1 +tresnet_m.miil_in21k_ft_in1k,224,72.150,27.850,90.180,9.820,31.39,0.875,bilinear,-10.940,-6.104,-39 +tiny_vit_11m_224.dist_in22k_ft_in1k,224,72.140,27.860,91.380,8.620,11.00,0.950,bicubic,-11.092,-5.248,-64 +cait_xxs36_384.fb_dist_in1k,384,72.140,27.860,90.780,9.220,17.37,1.000,bicubic,-10.064,-5.368,+103 +rexnetr_200.sw_in12k_ft_in1k,288,72.130,27.870,91.270,8.730,16.52,1.000,bicubic,-11.030,-5.236,-58 +maxxvitv2_nano_rw_256.sw_in1k,256,72.120,27.880,90.510,9.490,23.70,0.950,bicubic,-10.988,-5.822,-47 +maxvit_rmlp_nano_rw_256.sw_in1k,256,72.120,27.880,90.330,9.670,15.50,0.950,bicubic,-10.858,-5.922,-30 +repvit_m1_5.dist_450e_in1k,224,72.110,27.890,90.400,9.600,14.64,0.950,bicubic,-10.410,-5.858,+46 +vit_relpos_medium_patch16_cls_224.sw_in1k,224,72.090,27.910,90.290,9.710,38.76,0.900,bicubic,-10.468,-5.786,+41 +xcit_tiny_24_p16_384.fb_dist_in1k,384,72.080,27.920,90.520,9.480,12.12,1.000,bicubic,-10.500,-5.740,+35 +fastvit_sa24.apple_in1k,256,72.070,27.930,90.750,9.250,21.55,0.900,bicubic,-10.636,-5.528,+6 +regnetz_c16_evos.ch_in1k,320,72.060,27.940,91.070,8.930,13.49,0.950,bicubic,-10.600,-5.410,+11 +regnetz_c16.ra3_in1k,320,72.050,27.950,90.940,9.060,13.46,1.000,bicubic,-10.612,-5.392,+9 +regnety_320.seer_ft_in1k,384,72.040,27.960,90.860,9.140,145.05,1.000,bicubic,-11.284,-5.852,-84 +convnext_nano.in12k_ft_in1k,288,72.030,27.970,90.870,9.130,15.59,1.000,bicubic,-10.852,-5.692,-24 +convnextv2_tiny.fcmae_ft_in1k,224,72.030,27.970,90.350,9.650,28.64,0.875,bicubic,-10.918,-5.936,-34 +crossvit_18_dagger_240.in1k,240,72.010,27.990,90.110,9.890,44.27,0.875,bicubic,-10.484,-5.960,+41 +resnext101_64x4d.c1_in1k,224,71.980,28.020,89.710,10.290,83.46,0.950,bicubic,-10.466,-6.210,+48 +coat_small.in1k,224,71.970,28.030,90.450,9.550,21.69,0.900,bicubic,-10.408,-5.764,+57 +regnety_040.ra3_in1k,224,71.970,28.030,90.350,9.650,20.65,0.950,bicubic,-10.338,-5.728,+68 +resnet101.a1h_in1k,288,71.950,28.050,90.770,9.230,44.55,1.000,bicubic,-10.846,-5.554,-17 +fasternet_m.in1k,224,71.940,28.060,90.560,9.440,53.52,1.000,bicubic,-10.908,-5.828,-29 +cs3edgenet_x.c2_in1k,288,71.940,28.060,90.390,9.610,47.82,1.000,bicubic,-10.794,-5.984,-10 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,71.930,28.070,90.760,9.240,11.07,1.000,bicubic,-10.570,-5.526,+32 +regnetv_040.ra3_in1k,224,71.930,28.070,90.440,9.560,20.64,0.950,bicubic,-10.510,-5.762,+41 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,71.930,28.070,90.410,9.590,11.07,0.950,bicubic,-10.430,-5.846,+55 +regnety_160.tv2_in1k,224,71.920,28.080,90.220,9.780,83.59,0.965,bicubic,-10.726,-6.010,-1 +convnext_tiny_hnf.a2h_in1k,288,71.920,28.080,89.620,10.380,28.59,1.000,bicubic,-10.688,-6.404,+8 +swinv2_tiny_window16_256.ms_in1k,256,71.910,28.090,90.490,9.510,28.35,0.900,bicubic,-10.918,-5.732,-32 +mobilenetv4_conv_large.e500_r256_in1k,320,71.900,28.100,90.230,9.770,32.59,1.000,bicubic,-10.772,-6.080,-10 +regnetz_c16_evos.ch_in1k,256,71.890,28.110,90.750,9.250,13.49,0.950,bicubic,-10.050,-5.400,+118 +inception_next_tiny.sail_in1k,224,71.890,28.110,90.020,9.980,28.06,0.875,bicubic,-10.618,-5.980,+25 +dm_nfnet_f0.dm_in1k,256,71.880,28.120,90.720,9.280,71.49,0.900,bicubic,-11.588,-5.702,-136 +davit_tiny.msft_in1k,224,71.880,28.120,90.240,9.760,28.36,0.950,bicubic,-10.814,-6.024,-15 +vit_little_patch16_reg4_gap_256.sbb_in1k,256,71.870,28.130,90.750,9.250,22.52,0.950,bicubic,-10.650,-5.362,+18 +convnext_tiny.fb_in1k,288,71.870,28.130,90.180,9.820,28.59,1.000,bicubic,-10.824,-5.964,-17 +resnet101.a1_in1k,288,71.840,28.160,89.100,10.900,44.55,1.000,bicubic,-10.486,-6.530,+47 +mambaout_tiny.in1k,224,71.830,28.170,89.980,10.020,26.55,1.000,bicubic,-10.912,-5.754,-28 +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,71.820,28.180,91.260,8.740,217.32,1.000,bilinear,-12.162,-5.870,-238 +convnextv2_nano.fcmae_ft_in22k_in1k,288,71.820,28.180,90.760,9.240,15.62,1.000,bicubic,-10.846,-5.786,-18 +resnetrs152.tf_in1k,256,71.810,28.190,90.250,9.750,86.62,1.000,bicubic,-11.090,-6.366,-53 +xcit_tiny_12_p8_384.fb_dist_in1k,384,71.800,28.200,90.710,9.290,6.71,1.000,bicubic,-10.594,-5.484,+29 +seresnext50_32x4d.racm_in1k,288,71.800,28.200,89.940,10.060,27.56,0.950,bicubic,-10.386,-6.206,+67 +efficientformer_l3.snap_dist_in1k,224,71.780,28.220,90.150,9.850,31.41,0.950,bicubic,-10.782,-6.100,+5 +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,71.770,28.230,90.490,9.510,18.45,1.000,bicubic,-11.660,-6.086,-137 +resnet152.a1h_in1k,224,71.760,28.240,90.270,9.730,60.19,0.950,bicubic,-11.058,-5.854,-45 +swin_small_patch4_window7_224.ms_in1k,224,71.750,28.250,90.220,9.780,49.61,0.900,bicubic,-11.478,-6.106,-107 +hgnet_tiny.ssld_in1k,224,71.740,28.260,90.530,9.470,14.74,0.965,bicubic,-10.202,-5.588,+101 +sequencer2d_s.in1k,224,71.740,28.260,90.520,9.480,27.65,0.875,bicubic,-10.596,-5.512,+33 +efficientvit_b2.r256_in1k,256,71.730,28.270,90.250,9.750,24.33,1.000,bicubic,-10.982,-5.842,-34 +regnetx_160.tv2_in1k,224,71.730,28.270,90.110,9.890,54.28,0.965,bicubic,-10.844,-5.948,-4 +pvt_v2_b2_li.in1k,224,71.730,28.270,90.100,9.900,22.55,0.900,bicubic,-10.470,-6.008,+57 +ese_vovnet57b.ra4_e3600_r256_in1k,256,71.720,28.280,90.460,9.540,38.61,0.950,bicubic,-10.740,-5.546,+11 +resnet152.a2_in1k,288,71.710,28.290,89.310,10.690,60.19,1.000,bicubic,-10.904,-6.438,-21 +flexivit_small.1200ep_in1k,240,71.690,28.310,90.260,9.740,22.06,0.950,bicubic,-10.886,-5.892,-8 +convnext_nano.in12k_ft_in1k,224,71.670,28.330,90.600,9.400,15.59,0.950,bicubic,-10.636,-5.738,+33 +resnet50.fb_swsl_ig1b_ft_in1k,224,71.670,28.330,90.580,9.420,25.56,0.875,bilinear,-9.476,-5.400,+201 +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,71.660,28.340,90.260,9.740,86.43,0.900,bicubic,-11.098,-5.918,-49 +pit_b_224.in1k,224,71.650,28.350,89.280,10.720,73.76,0.900,bicubic,-10.808,-6.424,+6 +repvit_m1_5.dist_300e_in1k,224,71.630,28.370,90.210,9.790,14.64,0.950,bicubic,-10.752,-5.816,+15 +crossvit_15_dagger_240.in1k,240,71.630,28.370,89.810,10.190,28.21,0.875,bicubic,-10.672,-6.150,+30 +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,71.620,28.380,90.530,9.470,14.25,1.000,bicubic,-11.300,-5.920,-79 +vit_relpos_base_patch16_224.sw_in1k,224,71.610,28.390,90.230,9.770,86.43,0.900,bicubic,-10.872,-5.914,-4 +gcvit_xtiny.in1k,224,71.610,28.390,90.150,9.850,19.98,0.875,bicubic,-10.354,-5.816,+79 +flexivit_small.600ep_in1k,240,71.610,28.390,90.120,9.880,22.06,0.950,bicubic,-10.778,-5.922,+10 +hgnetv2_b2.ssld_stage1_in22k_in1k,288,71.600,28.400,90.580,9.420,11.22,1.000,bicubic,-9.856,-5.436,+143 +coatnet_bn_0_rw_224.sw_in1k,224,71.600,28.400,90.330,9.670,27.44,0.950,bicubic,-10.794,-5.892,+2 +swinv2_cr_small_224.sw_in1k,224,71.600,28.400,90.140,9.860,49.70,0.900,bicubic,-11.526,-5.970,-112 +resnet61q.ra2_in1k,288,71.600,28.400,90.130,9.870,36.85,1.000,bicubic,-10.932,-6.002,-18 +resnetaa50d.sw_in12k_ft_in1k,224,71.600,28.400,89.710,10.290,25.58,0.950,bicubic,-10.182,-6.412,+102 +eca_nfnet_l0.ra2_in1k,288,71.590,28.410,91.010,8.990,24.14,1.000,bicubic,-11.000,-5.476,-29 +hiera_tiny_224.mae_in1k_ft_in1k,224,71.590,28.410,89.960,10.040,27.91,0.900,bicubic,-11.236,-6.228,-74 +flexivit_small.300ep_in1k,240,71.590,28.410,89.860,10.140,22.06,0.950,bicubic,-10.580,-6.172,+40 +resnet152.tv2_in1k,224,71.580,28.420,89.880,10.120,60.19,0.965,bilinear,-10.714,-6.120,+20 +mvitv2_tiny.fb_in1k,224,71.560,28.440,90.220,9.780,24.17,0.900,bicubic,-10.848,-5.930,-6 +efficientnet_b3.ra2_in1k,320,71.530,28.470,90.020,9.980,12.23,1.000,bicubic,-10.766,-5.916,+15 +xcit_large_24_p16_224.fb_in1k,224,71.530,28.470,89.190,10.810,189.10,1.000,bicubic,-11.356,-6.690,-85 +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,71.520,28.480,90.640,9.360,15.62,1.000,bicubic,-11.846,-6.100,-159 +convit_base.fb_in1k,224,71.520,28.480,90.080,9.920,86.54,0.875,bicubic,-10.776,-6.044,+15 +poolformer_m48.sail_in1k,224,71.510,28.490,89.720,10.280,73.47,0.950,bicubic,-10.952,-6.366,-17 +ecaresnet101d_pruned.miil_in1k,288,71.500,28.500,90.380,9.620,24.88,0.950,bicubic,-10.516,-5.800,+50 +resnetv2_50d_evos.ah_in1k,288,71.500,28.500,90.040,9.960,25.59,1.000,bicubic,-10.524,-5.876,+51 +resnet101d.ra2_in1k,256,71.500,28.500,89.850,10.150,44.57,0.950,bicubic,-10.754,-6.220,+17 +tresnet_l.miil_in1k_448,448,71.480,28.520,89.960,10.040,55.99,0.875,bilinear,-10.798,-6.028,+12 +tresnet_xl.miil_in1k,224,71.460,28.540,89.470,10.530,78.44,0.875,bilinear,-10.600,-6.462,+42 +resnetaa50d.sw_in12k_ft_in1k,288,71.450,28.550,90.360,9.640,25.58,1.000,bicubic,-11.206,-6.132,-61 +regnety_032.ra_in1k,224,71.450,28.550,90.190,9.810,19.44,0.950,bicubic,-10.498,-5.782,+60 +poolformerv2_m48.sail_in1k,224,71.440,28.560,89.820,10.180,73.35,1.000,bicubic,-11.172,-6.248,-54 +nextvit_small.bd_in1k,224,71.430,28.570,90.390,9.610,31.76,0.950,bicubic,-11.196,-5.834,-59 +fbnetv3_g.ra2_in1k,288,71.430,28.570,90.340,9.660,16.62,0.950,bilinear,-10.604,-5.724,+42 +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,71.430,28.570,90.340,9.660,88.79,0.875,bilinear,-10.190,-5.696,+90 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,71.430,28.570,90.280,9.720,236.34,0.875,bicubic,-11.488,-6.288,-107 +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,71.410,28.590,90.630,9.370,9.72,0.950,bicubic,-11.366,-5.818,-87 +efficientvit_b2.r224_in1k,224,71.390,28.610,89.670,10.330,24.33,0.950,bicubic,-10.772,-6.040,+22 +vit_base_patch32_clip_224.laion2b_ft_in1k,224,71.380,28.620,90.470,9.530,88.22,0.900,bicubic,-11.234,-5.736,-63 +coatnet_0_rw_224.sw_in1k,224,71.350,28.650,89.370,10.630,27.44,0.950,bicubic,-11.046,-6.474,-26 +pvt_v2_b2.in1k,224,71.340,28.660,89.990,10.010,25.36,0.900,bicubic,-10.722,-5.976,+29 +xcit_tiny_24_p8_224.fb_in1k,224,71.330,28.670,90.300,9.700,12.11,1.000,bicubic,-10.558,-5.678,+53 +wide_resnet50_2.racm_in1k,288,71.330,28.670,90.180,9.820,68.88,0.950,bicubic,-10.930,-5.882,-2 +resnet152.a1_in1k,288,71.330,28.670,89.290,10.710,60.19,1.000,bicubic,-11.412,-6.808,-87 +wide_resnet101_2.tv2_in1k,224,71.320,28.680,89.740,10.260,126.89,0.965,bilinear,-11.194,-6.272,-46 +ecaresnet101d.miil_in1k,224,71.300,28.700,90.190,9.810,44.57,0.875,bicubic,-10.880,-5.872,+9 +nfnet_l0.ra2_in1k,224,71.300,28.700,89.510,10.490,35.07,0.900,bicubic,-10.570,-6.524,+51 +resnetv2_101.a1h_in1k,224,71.290,28.710,89.770,10.230,44.54,0.950,bicubic,-10.752,-6.096,+25 +resnext101_32x8d.tv2_in1k,176,71.290,28.710,89.310,10.690,88.79,0.875,bilinear,-10.700,-6.406,+32 +regnetz_c16.ra3_in1k,256,71.250,28.750,90.270,9.730,13.46,0.940,bicubic,-10.912,-5.954,+9 +hgnet_small.paddle_in1k,288,71.240,28.760,90.170,9.830,24.36,1.000,bicubic,-10.982,-6.054,-5 +cs3sedarknet_x.c2ns_in1k,256,71.230,28.770,90.400,9.600,35.40,0.887,bicubic,-10.696,-5.622,+43 +hgnetv2_b2.ssld_stage2_ft_in1k,224,71.230,28.770,90.370,9.630,11.22,0.965,bicubic,-10.334,-5.524,+79 +vit_relpos_medium_patch16_224.sw_in1k,224,71.220,28.780,89.960,10.040,38.75,0.900,bicubic,-11.242,-6.008,-48 +tf_efficientnet_b4.in1k,380,71.210,28.790,90.020,9.980,19.34,0.922,bicubic,-11.388,-6.112,-71 +mixer_b16_224.miil_in21k_ft_in1k,224,71.200,28.800,89.540,10.460,59.88,0.875,bilinear,-11.114,-6.446,-25 +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,71.190,28.810,90.430,9.570,194.03,0.875,bilinear,-10.666,-5.608,+42 +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,71.190,28.810,90.260,9.740,10.59,1.000,bicubic,-11.416,-6.054,-77 +rexnetr_200.sw_in12k_ft_in1k,224,71.180,28.820,90.500,9.500,16.52,0.950,bicubic,-11.422,-5.896,-78 +pit_s_distilled_224.in1k,224,71.170,28.830,89.590,10.410,24.04,0.900,bicubic,-10.656,-6.130,+47 +ecaresnet50t.a1_in1k,288,71.170,28.830,89.550,10.450,25.57,1.000,bicubic,-10.940,-6.104,+4 +convmixer_1536_20.in1k,224,71.160,28.840,89.440,10.560,51.63,0.960,bicubic,-10.222,-6.014,+106 +convnext_tiny_hnf.a2h_in1k,224,71.150,28.850,89.320,10.680,28.59,0.950,bicubic,-11.080,-6.540,-18 +ecaresnet50t.ra2_in1k,320,71.140,28.860,90.400,9.600,25.57,0.950,bicubic,-11.230,-5.720,-43 +xcit_small_24_p16_224.fb_in1k,224,71.130,28.870,89.520,10.480,47.67,1.000,bicubic,-11.458,-6.476,-78 +convnextv2_nano.fcmae_ft_in22k_in1k,224,71.120,28.880,90.300,9.700,15.62,0.875,bicubic,-10.918,-5.874,+8 +crossvit_base_240.in1k,240,71.120,28.880,89.760,10.240,105.03,0.875,bicubic,-11.092,-6.066,-17 +resnet51q.ra2_in1k,288,71.110,28.890,90.040,9.960,35.70,1.000,bilinear,-11.246,-6.142,-44 +focalnet_tiny_srf.ms_in1k,224,71.100,28.900,89.580,10.420,28.43,0.900,bicubic,-11.046,-6.392,-7 +efficientformerv2_s2.snap_dist_in1k,224,71.090,28.910,90.070,9.930,12.71,0.950,bicubic,-11.066,-5.842,-10 +xcit_small_12_p16_224.fb_in1k,224,71.090,28.910,89.660,10.340,26.25,1.000,bicubic,-10.892,-6.154,+12 +resnext50_32x4d.a1h_in1k,288,71.080,28.920,89.650,10.350,25.03,1.000,bicubic,-10.936,-6.284,+6 +vit_base_patch16_224.orig_in21k_ft_in1k,224,71.070,28.930,90.430,9.570,86.57,0.900,bicubic,-10.712,-5.606,+38 +hrnet_w18_ssld.paddle_in1k,224,71.070,28.930,89.910,10.090,21.30,0.950,bilinear,-10.044,-5.212,+134 +tf_efficientnetv2_b3.in21k_ft_in1k,300,71.060,28.940,90.550,9.450,14.36,0.900,bicubic,-11.574,-6.078,-105 +cs3edgenet_x.c2_in1k,256,71.060,28.940,89.880,10.120,47.82,0.887,bicubic,-11.138,-6.076,-23 +focalnet_tiny_lrf.ms_in1k,224,71.060,28.940,89.520,10.480,28.65,0.900,bicubic,-11.114,-6.428,-19 +tf_efficientnet_b3.ap_in1k,300,71.060,28.940,89.350,10.650,12.23,0.904,bicubic,-10.782,-6.264,+27 +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,71.050,28.950,89.950,10.050,38.73,0.900,bicubic,-11.264,-5.760,-49 +coat_lite_small.in1k,224,71.030,28.970,89.580,10.420,19.84,0.900,bicubic,-11.274,-6.274,-46 +convnextv2_nano.fcmae_ft_in1k,288,71.020,28.980,90.120,9.880,15.62,1.000,bicubic,-11.470,-6.106,-78 +mobilenetv4_conv_large.e500_r256_in1k,256,71.000,29.000,89.410,10.590,32.59,0.950,bicubic,-10.864,-6.286,+17 +ecaresnet50d.miil_in1k,288,70.990,29.010,90.210,9.790,25.58,0.950,bicubic,-10.658,-5.674,+37 +edgenext_small.usi_in1k,320,70.990,29.010,89.790,10.210,5.59,1.000,bicubic,-10.584,-5.922,+47 +repvit_m3.dist_in1k,224,70.990,29.010,89.500,10.500,10.68,0.950,bicubic,-10.504,-6.062,+61 +resnetv2_50d_gn.ah_in1k,288,70.980,29.020,89.820,10.180,25.57,1.000,bicubic,-10.980,-5.960,+1 +fastvit_sa12.apple_dist_in1k,256,70.980,29.020,89.220,10.780,11.58,0.900,bicubic,-10.858,-6.480,+19 +swin_s3_tiny_224.ms_in1k,224,70.970,29.030,89.870,10.130,28.33,0.900,bicubic,-11.158,-6.088,-25 +deit_base_patch16_224.fb_in1k,224,70.970,29.030,89.180,10.820,86.57,0.900,bicubic,-11.010,-6.560,-6 +tiny_vit_11m_224.in1k,224,70.960,29.040,89.840,10.160,11.00,0.950,bicubic,-10.578,-6.030,+46 +xcit_tiny_12_p8_224.fb_dist_in1k,224,70.960,29.040,89.720,10.280,6.71,1.000,bicubic,-10.254,-5.894,+102 +mobilevitv2_200.cvnets_in22k_ft_in1k,256,70.950,29.050,89.560,10.440,18.45,0.888,bicubic,-11.370,-6.382,-63 +xcit_medium_24_p16_224.fb_in1k,224,70.940,29.060,89.420,10.580,84.40,1.000,bicubic,-11.690,-6.558,-119 +convnext_tiny.fb_in1k,224,70.930,29.070,89.820,10.180,28.59,0.875,bicubic,-11.136,-6.034,-26 +halo2botnet50ts_256.a1h_in1k,256,70.920,29.080,89.540,10.460,22.64,0.950,bicubic,-11.164,-6.118,-30 +visformer_small.in1k,224,70.920,29.080,89.330,10.670,40.22,0.900,bicubic,-11.172,-6.546,-30 +vit_small_patch16_rope_mixed_224.naver_in1k,224,70.920,29.080,88.820,11.180,21.99,0.900,bicubic,-10.332,-6.236,+91 +cs3sedarknet_l.c2ns_in1k,288,70.900,29.100,90.290,9.710,21.91,0.950,bicubic,-10.870,-5.672,+17 +vit_large_patch32_384.orig_in21k_ft_in1k,384,70.890,29.110,90.460,9.540,306.63,1.000,bicubic,-10.618,-5.626,+38 +cs3darknet_x.c2ns_in1k,288,70.890,29.110,90.040,9.960,35.05,1.000,bicubic,-11.344,-6.194,-55 +vit_srelpos_medium_patch16_224.sw_in1k,224,70.890,29.110,89.900,10.100,38.74,0.900,bicubic,-11.366,-6.032,-58 +rexnet_200.nav_in1k,224,70.880,29.120,89.860,10.140,16.37,0.875,bicubic,-10.756,-5.812,+23 +coatnext_nano_rw_224.sw_in1k,224,70.870,29.130,90.190,9.810,14.70,0.900,bicubic,-11.128,-5.104,-24 +coatnet_rmlp_nano_rw_224.sw_in1k,224,70.870,29.130,89.910,10.090,15.15,0.900,bicubic,-11.194,-5.964,-35 +resnet101.a1h_in1k,224,70.870,29.130,89.590,10.410,44.55,0.950,bicubic,-11.080,-6.206,-15 +resnest50d_4s2x40d.in1k,224,70.870,29.130,89.520,10.480,30.42,0.875,bicubic,-10.276,-6.046,+97 +tnt_s_legacy_patch16_224.in1k,224,70.860,29.140,89.510,10.490,23.76,0.900,bicubic,-10.652,-6.232,+31 +poolformer_m36.sail_in1k,224,70.860,29.140,89.430,10.570,56.17,0.950,bicubic,-11.244,-6.268,-43 +eca_nfnet_l0.ra2_in1k,224,70.840,29.160,89.850,10.150,24.14,0.900,bicubic,-10.922,-6.144,+8 +wide_resnet50_2.tv2_in1k,224,70.840,29.160,89.170,10.830,68.88,0.965,bilinear,-10.772,-6.596,+18 +nest_tiny_jx.goog_in1k,224,70.830,29.170,89.770,10.230,17.06,0.875,bicubic,-10.598,-5.672,+48 +vit_base_patch16_rpn_224.sw_in1k,224,70.830,29.170,89.760,10.240,86.54,0.900,bicubic,-11.388,-6.236,-64 +resnet101.a2_in1k,288,70.820,29.180,89.250,10.750,44.55,1.000,bicubic,-11.398,-6.490,-65 +lamhalobotnet50ts_256.a1h_in1k,256,70.790,29.210,89.000,11.000,22.57,0.950,bicubic,-10.762,-6.510,+20 +tresnet_m.miil_in1k_448,448,70.780,29.220,88.690,11.310,31.39,0.875,bilinear,-10.930,-6.872,+3 +resnetrs101.tf_in1k,288,70.770,29.230,89.690,10.310,63.62,0.940,bicubic,-11.518,-6.310,-79 +deit3_small_patch16_224.fb_in1k,224,70.770,29.230,89.520,10.480,22.06,0.900,bicubic,-10.612,-6.098,+53 +regnetx_080.tv2_in1k,224,70.770,29.230,89.210,10.790,39.57,0.965,bicubic,-10.782,-6.330,+16 +convnext_nano.d1h_in1k,288,70.760,29.240,89.390,10.610,15.59,1.000,bicubic,-10.714,-6.280,+30 +efficientnet_b3.ra2_in1k,288,70.760,29.240,89.380,10.620,12.23,0.875,bicubic,-10.712,-6.316,+30 +resnet152.a2_in1k,224,70.760,29.240,88.540,11.460,60.19,0.950,bicubic,-11.004,-6.730,-5 +poolformerv2_m36.sail_in1k,224,70.750,29.250,89.460,10.540,56.08,1.000,bicubic,-11.464,-6.436,-73 +seresnet50.ra2_in1k,288,70.740,29.260,89.810,10.190,28.09,0.950,bicubic,-10.548,-5.842,+56 +coatnet_nano_rw_224.sw_in1k,224,70.740,29.260,89.610,10.390,15.14,0.900,bicubic,-10.964,-6.040,-4 +vit_base_patch32_clip_224.openai_ft_in1k,224,70.730,29.270,89.920,10.080,88.22,0.900,bicubic,-11.214,-6.052,-33 +tf_efficientnet_b1.ns_jft_in1k,240,70.720,29.280,89.970,10.030,7.79,0.882,bicubic,-10.668,-5.570,+40 +swinv2_cr_tiny_ns_224.sw_in1k,224,70.720,29.280,89.380,10.620,28.33,0.900,bicubic,-11.076,-6.444,-17 +wide_resnet50_2.racm_in1k,224,70.720,29.280,89.080,10.920,68.88,0.875,bicubic,-10.746,-6.138,+24 +convit_small.fb_in1k,224,70.710,29.290,89.500,10.500,27.78,0.875,bicubic,-10.702,-6.240,+34 +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,70.700,29.300,90.960,9.040,44.54,1.000,bilinear,-11.632,-5.564,-103 +regnety_032.tv2_in1k,224,70.690,29.310,89.850,10.150,19.44,0.965,bicubic,-11.098,-5.976,-21 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,70.690,29.310,89.750,10.250,14.62,1.000,bilinear,-11.142,-6.128,-24 +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,70.680,29.320,90.490,9.510,28.29,0.900,bicubic,-10.286,-5.530,+92 +ecaresnetlight.miil_in1k,288,70.680,29.320,89.850,10.150,30.16,0.950,bicubic,-10.750,-5.940,+25 +cs3darknet_x.c2ns_in1k,256,70.680,29.320,89.780,10.220,35.05,0.950,bicubic,-11.176,-5.960,-33 +tf_efficientnetv2_b3.in1k,300,70.680,29.320,89.420,10.580,14.36,0.904,bicubic,-11.280,-6.512,-49 +vit_small_patch16_rope_ape_224.naver_in1k,224,70.680,29.320,88.470,11.530,22.06,0.900,bicubic,-10.336,-6.518,+90 +tresnet_l.miil_in1k,224,70.670,29.330,89.630,10.370,55.99,0.875,bilinear,-10.828,-6.022,+3 +levit_384.fb_dist_in1k,224,70.670,29.330,89.290,10.710,39.13,0.900,bicubic,-11.930,-6.730,-157 +levit_conv_384.fb_dist_in1k,224,70.670,29.330,89.290,10.710,39.13,0.900,bicubic,-11.930,-6.730,-155 +crossvit_small_240.in1k,240,70.660,29.340,89.390,10.610,26.86,0.875,bicubic,-10.376,-6.076,+79 +resnet50d.ra4_e3600_r224_in1k,288,70.640,29.360,89.500,10.500,25.58,1.000,bicubic,-11.200,-6.426,-37 +vit_small_patch16_224.augreg_in21k_ft_in1k,224,70.630,29.370,90.080,9.920,22.05,0.900,bicubic,-10.772,-6.070,+22 +resnet61q.ra2_in1k,256,70.600,29.400,89.810,10.190,36.85,0.900,bicubic,-11.370,-6.038,-59 +resnet50_gn.a1h_in1k,288,70.590,29.410,89.470,10.530,25.56,0.950,bicubic,-10.626,-6.164,+47 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,70.570,29.430,89.520,10.480,11.07,0.950,bicubic,-10.908,-6.172,+1 +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,70.570,29.430,89.050,10.950,22.06,0.900,bicubic,-10.404,-5.926,+80 +resnet152.a1_in1k,224,70.570,29.430,88.420,11.580,60.19,0.950,bicubic,-11.428,-7.468,-68 +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,70.550,29.450,90.030,9.970,36.43,0.900,bicubic,-11.306,-6.054,-51 +cait_xxs24_384.fb_dist_in1k,384,70.550,29.450,89.770,10.230,12.03,1.000,bicubic,-10.404,-5.660,+80 +mobilevitv2_175.cvnets_in22k_ft_in1k,256,70.550,29.450,89.640,10.360,14.25,0.888,bicubic,-11.400,-6.120,-60 +convnextv2_nano.fcmae_ft_in1k,224,70.550,29.450,89.360,10.640,15.62,0.875,bicubic,-11.306,-6.596,-47 +resnet51q.ra2_in1k,256,70.540,29.460,89.470,10.530,35.70,0.875,bilinear,-11.234,-6.462,-39 +coat_mini.in1k,224,70.530,29.470,89.560,10.440,10.34,0.900,bicubic,-10.790,-5.828,+21 +resnet101.tv2_in1k,224,70.530,29.470,89.350,10.650,44.55,0.965,bilinear,-11.376,-6.418,-58 +efficientnet_b1.ra4_e3600_r240_in1k,288,70.520,29.480,89.610,10.390,7.79,1.000,bicubic,-10.924,-6.088,+1 +gc_efficientnetv2_rw_t.agc_in1k,224,70.510,29.490,89.660,10.340,13.68,1.000,bicubic,-10.766,-5.920,+26 +deit_small_distilled_patch16_224.fb_in1k,224,70.510,29.490,89.380,10.620,22.44,0.900,bicubic,-10.694,-5.998,+36 +halonet50ts.a1h_in1k,256,70.510,29.490,89.190,10.810,22.73,0.940,bicubic,-11.130,-6.422,-34 +vit_relpos_small_patch16_224.sw_in1k,224,70.490,29.510,89.970,10.030,21.98,0.900,bicubic,-10.986,-5.854,-13 +legacy_senet154.in1k,224,70.490,29.510,88.960,11.040,115.09,0.875,bilinear,-10.830,-6.542,+15 +seresnext101_64x4d.gluon_in1k,224,70.480,29.520,89.180,10.820,88.23,0.875,bicubic,-10.404,-6.128,+80 +twins_pcpvt_small.in1k,224,70.470,29.530,89.120,10.880,24.11,0.900,bicubic,-10.646,-6.504,+43 +swinv2_tiny_window8_256.ms_in1k,256,70.450,29.550,89.450,10.550,28.35,0.900,bicubic,-11.374,-6.538,-56 +resnetv2_50.a1h_in1k,288,70.450,29.550,89.240,10.760,25.55,1.000,bicubic,-10.956,-6.472,0 +hgnetv2_b2.ssld_stage1_in22k_in1k,224,70.430,29.570,89.640,10.360,11.22,0.965,bicubic,-10.312,-5.860,+97 +twins_svt_small.in1k,224,70.430,29.570,89.390,10.610,24.06,0.900,bicubic,-11.264,-6.280,-46 +hgnet_small.paddle_in1k,224,70.420,29.580,89.440,10.560,24.36,0.965,bicubic,-11.006,-6.406,-7 +seresnext50_32x4d.racm_in1k,224,70.420,29.580,89.120,10.880,27.56,0.875,bicubic,-10.848,-6.504,+16 +poolformerv2_s36.sail_in1k,224,70.410,29.590,89.590,10.410,30.79,1.000,bicubic,-11.166,-6.090,-40 +tf_efficientnet_b3.aa_in1k,300,70.410,29.590,89.290,10.710,12.23,0.904,bicubic,-11.238,-6.434,-48 +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,70.400,29.600,89.810,10.190,44.18,0.875,bilinear,-10.536,-5.922,+62 +regnetz_b16.ra3_in1k,288,70.400,29.600,89.210,10.790,9.72,1.000,bicubic,-10.340,-6.318,+91 +resnest50d_1s4x24d.in1k,224,70.400,29.600,89.210,10.790,25.68,0.875,bicubic,-10.624,-6.128,+49 +resnet50d.ra2_in1k,288,70.390,29.610,89.300,10.700,25.58,0.950,bicubic,-10.964,-6.258,-4 +crossvit_15_240.in1k,240,70.380,29.620,89.500,10.500,27.53,0.875,bicubic,-11.142,-6.194,-40 +resnet50.c2_in1k,288,70.380,29.620,89.200,10.800,25.56,1.000,bicubic,-10.482,-6.330,+73 +repvit_m1_1.dist_450e_in1k,224,70.370,29.630,89.240,10.760,8.80,0.950,bicubic,-10.944,-6.328,-1 +ecaresnet50t.a2_in1k,288,70.360,29.640,89.070,10.930,25.57,1.000,bicubic,-11.322,-6.454,-58 +gernet_l.idstcv_in1k,256,70.360,29.640,88.960,11.040,31.08,0.875,bilinear,-10.994,-6.782,-9 +senet154.gluon_in1k,224,70.360,29.640,88.900,11.100,115.09,0.875,bicubic,-10.898,-6.458,+5 +vit_small_patch16_rope_224.naver_in1k,224,70.350,29.650,88.680,11.320,21.98,0.900,bicubic,-10.872,-6.340,+9 +fbnetv3_g.ra2_in1k,240,70.330,29.670,89.600,10.400,16.62,0.950,bilinear,-10.916,-6.086,+3 +convnext_nano_ols.d1h_in1k,288,70.330,29.670,88.980,11.020,15.65,1.000,bicubic,-11.282,-6.646,-54 +tf_efficientnet_lite4.in1k,380,70.320,29.680,89.200,10.800,13.01,0.920,bilinear,-11.220,-6.468,-50 +gcresnext50ts.ch_in1k,288,70.280,29.720,89.240,10.760,15.67,1.000,bicubic,-10.962,-6.296,+2 +cs3sedarknet_l.c2ns_in1k,256,70.270,29.730,89.800,10.200,21.91,0.887,bicubic,-10.938,-5.998,+7 +resnest50d.in1k,224,70.260,29.740,88.630,11.370,27.48,0.875,bilinear,-10.698,-6.742,+41 +convnext_nano.d1h_in1k,224,70.260,29.740,88.450,11.550,15.59,0.950,bicubic,-10.502,-6.882,+73 +efficientnetv2_rw_t.ra2_in1k,224,70.250,29.750,89.670,10.330,13.65,1.000,bicubic,-11.120,-5.880,-21 +sebotnet33ts_256.a1h_in1k,256,70.250,29.750,88.660,11.340,13.70,0.940,bicubic,-10.906,-6.500,+9 +resnetaa50.a1h_in1k,288,70.200,29.800,89.870,10.130,25.56,1.000,bicubic,-11.418,-5.924,-66 +gcresnet50t.ra2_in1k,288,70.200,29.800,89.520,10.480,25.90,1.000,bicubic,-11.258,-6.204,-38 +mambaout_kobe.in1k,288,70.190,29.810,89.380,10.620,9.14,1.000,bicubic,-10.874,-6.302,+22 +tnt_s_patch16_224.in1k,224,70.170,29.830,89.510,10.490,23.77,0.900,bicubic,-11.336,-6.256,-55 +resnet152s.gluon_in1k,224,70.170,29.830,88.860,11.140,60.32,0.875,bicubic,-10.878,-6.582,+23 +vit_srelpos_small_patch16_224.sw_in1k,224,70.160,29.840,89.520,10.480,21.97,0.900,bicubic,-10.948,-6.060,+13 +cs3darknet_l.c2ns_in1k,288,70.150,29.850,89.600,10.400,21.16,0.950,bicubic,-10.732,-6.062,+43 +mobilenetv4_hybrid_medium.e500_r224_in1k,256,70.150,29.850,89.440,10.560,11.07,1.000,bicubic,-11.134,-6.306,-18 +xception41p.ra3_in1k,299,70.150,29.850,89.150,10.850,26.91,0.940,bicubic,-11.828,-6.634,-114 +swiftformer_l1.dist_in1k,224,70.150,29.850,88.920,11.080,12.06,0.950,bicubic,-10.756,-6.334,+37 +efficientnet_el.ra_in1k,300,70.100,29.900,89.180,10.820,10.59,0.904,bicubic,-11.208,-6.358,-24 +resmlp_36_224.fb_distilled_in1k,224,70.100,29.900,89.060,10.940,44.69,0.875,bicubic,-11.050,-6.448,-3 +resnet50.d_in1k,288,70.090,29.910,88.580,11.420,25.56,1.000,bicubic,-10.922,-6.876,+20 +seresnet50.a2_in1k,288,70.080,29.920,88.700,11.300,28.09,1.000,bicubic,-11.014,-6.530,+7 +resnet101.a1_in1k,224,70.080,29.920,88.570,11.430,44.55,0.950,bicubic,-11.414,-6.594,-61 +resnetv2_50d_evos.ah_in1k,224,70.070,29.930,89.070,10.930,25.59,0.950,bicubic,-10.758,-6.200,+45 +poolformer_s36.sail_in1k,224,70.060,29.940,89.170,10.830,30.86,0.900,bicubic,-11.368,-6.460,-47 +mobilenetv4_conv_medium.e500_r256_in1k,320,70.050,29.950,89.480,10.520,9.72,1.000,bicubic,-10.840,-6.270,+31 +repvgg_b3.rvgg_in1k,224,70.020,29.980,88.640,11.360,123.09,0.875,bilinear,-10.508,-6.688,+83 +fasternet_s.in1k,224,70.010,29.990,89.070,10.930,31.18,1.000,bicubic,-11.318,-6.608,-38 +inception_resnet_v2.tf_in1k,299,70.010,29.990,88.640,11.360,55.84,0.897,bicubic,-10.424,-6.672,+98 +edgenext_small.usi_in1k,256,70.000,30.000,89.230,10.770,5.59,0.950,bicubic,-11.068,-6.100,+1 +haloregnetz_b.ra3_in1k,224,70.000,30.000,88.830,11.170,11.68,0.940,bicubic,-11.058,-6.366,+5 +levit_256.fb_dist_in1k,224,69.980,30.020,89.170,10.830,18.89,0.900,bicubic,-11.526,-6.296,-75 +levit_conv_256.fb_dist_in1k,224,69.980,30.020,89.170,10.830,18.89,0.900,bicubic,-11.526,-6.296,-73 +resnet50.c1_in1k,288,69.950,30.050,88.920,11.080,25.56,1.000,bicubic,-10.978,-6.634,+18 +regnety_320.pycls_in1k,224,69.950,30.050,88.750,11.250,145.05,0.875,bicubic,-10.846,-6.496,+41 +ecaresnet50t.a1_in1k,224,69.920,30.080,88.650,11.350,25.57,0.950,bicubic,-11.362,-6.500,-37 +resnet50d.a1_in1k,288,69.920,30.080,88.330,11.670,25.58,1.000,bicubic,-11.546,-7.348,-67 +seresnext101_32x4d.gluon_in1k,224,69.910,30.090,88.880,11.120,48.96,0.875,bicubic,-10.976,-6.388,+20 +resnext50_32x4d.ra_in1k,288,69.890,30.110,88.410,11.590,25.03,0.950,bicubic,-10.830,-6.934,+46 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,69.880,30.120,88.920,11.080,8.46,0.950,bicubic,-10.804,-6.522,+51 +fastvit_s12.apple_dist_in1k,256,69.860,30.140,88.700,11.300,9.47,0.900,bicubic,-11.214,-6.578,-10 +resnet101.a2_in1k,224,69.860,30.140,88.270,11.730,44.55,0.950,bicubic,-11.484,-6.928,-52 +ecaresnet50d_pruned.miil_in1k,288,69.850,30.150,89.590,10.410,19.94,0.950,bicubic,-10.958,-5.976,+31 +ese_vovnet39b.ra_in1k,288,69.850,30.150,89.540,10.460,24.57,0.950,bicubic,-10.528,-5.820,+94 +ecaresnet50t.ra2_in1k,256,69.820,30.180,89.390,10.610,25.57,0.875,bicubic,-11.630,-6.288,-72 +resnet152d.gluon_in1k,224,69.810,30.190,88.480,11.520,60.21,0.875,bicubic,-10.666,-7.114,+69 +seresnet50.a1_in1k,288,69.810,30.190,88.450,11.550,28.09,1.000,bicubic,-11.304,-6.886,-20 +pit_s_224.in1k,224,69.800,30.200,88.850,11.150,23.46,0.900,bicubic,-11.314,-6.788,-23 +regnety_016.tv2_in1k,224,69.790,30.210,89.350,10.650,11.20,0.965,bicubic,-10.878,-5.986,+44 +resnetaa50.a1h_in1k,224,69.780,30.220,88.770,11.230,25.56,0.950,bicubic,-10.834,-6.442,+50 +sehalonet33ts.ra2_in1k,256,69.770,30.230,88.580,11.420,13.69,0.940,bicubic,-11.206,-6.692,-8 +ecaresnet101d_pruned.miil_in1k,224,69.760,30.240,89.390,10.610,24.88,0.875,bicubic,-11.050,-6.252,+21 +mobilevitv2_150.cvnets_in22k_ft_in1k,256,69.760,30.240,89.060,10.940,10.59,0.888,bicubic,-11.706,-6.484,-85 +maxvit_rmlp_pico_rw_256.sw_in1k,256,69.740,30.260,89.130,10.870,7.52,0.950,bicubic,-10.810,-6.056,+49 +xcit_tiny_24_p16_224.fb_dist_in1k,224,69.740,30.260,88.700,11.300,12.12,1.000,bicubic,-10.722,-6.502,+66 +resnext50_32x4d.a1_in1k,288,69.730,30.270,88.360,11.640,25.03,1.000,bicubic,-11.750,-6.792,-93 +resnet50d.ra4_e3600_r224_in1k,224,69.720,30.280,88.860,11.140,25.58,0.950,bicubic,-11.236,-6.520,-11 +resnext50_32x4d.a2_in1k,288,69.720,30.280,88.260,11.740,25.03,1.000,bicubic,-11.584,-6.854,-61 +mobilevitv2_200.cvnets_in1k,256,69.700,30.300,88.450,11.550,18.45,0.888,bicubic,-11.448,-6.930,-41 +resnet50.a1_in1k,288,69.690,30.310,88.270,11.730,25.56,1.000,bicubic,-11.550,-6.842,-54 +tresnet_m.miil_in1k,224,69.680,30.320,87.940,12.060,31.39,0.875,bilinear,-11.136,-6.922,+10 +fastvit_sa12.apple_in1k,256,69.670,30.330,88.920,11.080,11.58,0.900,bicubic,-11.176,-6.426,+6 +tiny_vit_5m_224.dist_in22k_ft_in1k,224,69.660,30.340,89.380,10.620,5.39,0.950,bicubic,-11.214,-6.288,0 +fastvit_t12.apple_dist_in1k,256,69.650,30.350,88.290,11.710,7.55,0.900,bicubic,-10.714,-6.750,+75 +ecaresnet50d.miil_in1k,224,69.640,30.360,89.350,10.650,25.58,0.875,bicubic,-10.994,-5.960,+33 +convnextv2_pico.fcmae_ft_in1k,288,69.640,30.360,89.260,10.740,9.07,0.950,bicubic,-11.422,-6.216,-31 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,69.620,30.380,89.020,10.980,14.62,0.950,bilinear,-11.374,-6.454,-25 +resmlp_24_224.fb_distilled_in1k,224,69.620,30.380,89.000,11.000,30.02,0.875,bicubic,-11.146,-6.220,+10 +resnext50d_32x4d.bt_in1k,288,69.610,30.390,89.250,10.750,25.05,0.950,bicubic,-11.066,-6.176,+23 +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,69.600,30.400,89.290,10.710,25.03,0.875,bilinear,-10.716,-6.096,+74 +resnetv2_50d_gn.ah_in1k,224,69.600,30.400,88.890,11.110,25.57,0.950,bicubic,-11.200,-6.466,+4 +lambda_resnet50ts.a1h_in1k,256,69.590,30.410,88.820,11.180,21.54,0.950,bicubic,-11.594,-6.274,-58 +inception_resnet_v2.tf_ens_adv_in1k,299,69.590,30.410,88.330,11.670,55.84,0.897,bicubic,-10.408,-6.610,+109 +gcresnet50t.ra2_in1k,256,69.570,30.430,88.940,11.060,25.90,0.900,bicubic,-11.374,-6.518,-25 +resnext50_32x4d.a1h_in1k,224,69.570,30.430,88.580,11.420,25.03,0.950,bicubic,-11.570,-6.740,-53 +efficientnet_b3_pruned.in1k,300,69.550,30.450,88.800,11.200,9.86,0.904,bicubic,-11.314,-6.466,-12 +gernet_m.idstcv_in1k,224,69.550,30.450,88.590,11.410,21.14,0.875,bilinear,-11.152,-6.596,+14 +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,69.520,30.480,89.370,10.630,13.42,0.950,bicubic,-10.742,-5.990,+74 +efficientnet_el_pruned.in1k,300,69.520,30.480,88.900,11.100,10.59,0.904,bicubic,-10.764,-6.318,+69 +cspresnext50.ra_in1k,256,69.520,30.480,88.710,11.290,20.57,0.887,bilinear,-11.028,-6.620,+27 +efficientnet_b1.ra4_e3600_r240_in1k,240,69.510,30.490,89.020,10.980,7.79,0.900,bicubic,-10.894,-6.132,+50 +resnet50.tv2_in1k,224,69.510,30.490,88.630,11.370,25.56,0.965,bilinear,-11.336,-6.800,-14 +repvgg_b3g4.rvgg_in1k,224,69.510,30.490,88.540,11.460,83.83,0.875,bilinear,-10.714,-6.560,+80 +convnext_nano_ols.d1h_in1k,224,69.490,30.510,88.430,11.570,15.65,0.950,bicubic,-11.416,-6.944,-30 +resnext101_64x4d.gluon_in1k,224,69.490,30.510,88.270,11.730,83.46,0.875,bicubic,-11.150,-6.730,+14 +xcit_tiny_12_p16_384.fb_dist_in1k,384,69.480,30.520,88.980,11.020,6.72,1.000,bicubic,-11.474,-6.658,-39 +convmixer_768_32.in1k,224,69.480,30.520,88.940,11.060,21.11,0.960,bicubic,-10.678,-6.130,+81 +repvit_m1_1.dist_300e_in1k,224,69.480,30.520,88.700,11.300,8.80,0.950,bicubic,-11.346,-6.474,-17 +hgnet_tiny.paddle_in1k,288,69.470,30.530,89.210,10.790,14.74,1.000,bicubic,-11.174,-6.346,+8 +gcresnext50ts.ch_in1k,256,69.470,30.530,88.740,11.260,15.67,0.900,bicubic,-11.138,-6.440,+12 +rexnet_150.nav_in1k,224,69.460,30.540,88.990,11.010,9.73,0.875,bicubic,-10.862,-5.990,+51 +efficientvit_b1.r288_in1k,288,69.460,30.540,88.590,11.410,9.10,1.000,bicubic,-10.862,-6.574,+51 +swin_tiny_patch4_window7_224.ms_in1k,224,69.450,30.550,89.020,10.980,28.29,0.900,bicubic,-11.938,-6.736,-109 +gcresnet33ts.ra2_in1k,288,69.450,30.550,88.910,11.090,19.88,1.000,bicubic,-11.138,-6.408,+9 +res2net101d.in1k,224,69.450,30.550,88.620,11.380,45.23,0.875,bilinear,-11.786,-6.726,-88 +regnetx_032.tv2_in1k,224,69.440,30.560,89.130,10.870,15.30,0.965,bicubic,-11.476,-6.118,-43 +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,69.440,30.560,89.080,10.920,15.25,0.950,bicubic,-10.642,-6.058,+76 +regnetx_320.pycls_in1k,224,69.440,30.560,88.150,11.850,107.81,0.875,bicubic,-10.818,-6.866,+59 +vit_base_patch32_224.augreg_in21k_ft_in1k,224,69.430,30.570,89.270,10.730,88.22,0.900,bicubic,-11.302,-6.304,-16 +cs3darknet_l.c2ns_in1k,256,69.420,30.580,88.970,11.030,21.16,0.887,bicubic,-10.930,-6.334,+40 +tf_efficientnetv2_b3.in21k_ft_in1k,240,69.390,30.610,89.090,10.910,14.36,0.900,bicubic,-11.688,-6.830,-73 +inception_v4.tf_in1k,299,69.390,30.610,88.650,11.350,42.68,0.875,bicubic,-10.754,-6.332,+68 +efficientnet_b2.ra_in1k,288,69.390,30.610,88.640,11.360,9.11,1.000,bicubic,-11.222,-6.680,0 +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,69.370,30.630,89.300,10.700,5.76,1.000,bicubic,-11.278,-6.220,-8 +nf_resnet50.ra2_in1k,288,69.350,30.650,88.690,11.310,25.56,0.940,bicubic,-11.308,-6.660,-11 +xception71.tf_in1k,299,69.350,30.650,88.190,11.810,42.34,0.903,bicubic,-10.570,-6.718,+80 +tf_efficientnetv2_b3.in1k,240,69.330,30.670,88.290,11.710,14.36,0.904,bicubic,-11.378,-7.140,-19 +ecaresnetlight.miil_in1k,224,69.320,30.680,89.200,10.800,30.16,0.875,bicubic,-11.134,-6.048,+13 +dm_nfnet_f0.dm_in1k,192,69.320,30.680,88.740,11.260,71.49,0.900,bicubic,-12.116,-6.932,-133 +darknet53.c2ns_in1k,288,69.310,30.690,88.770,11.230,41.61,1.000,bicubic,-11.232,-6.658,-2 +gcvit_xxtiny.in1k,224,69.280,30.720,88.840,11.160,12.00,0.875,bicubic,-10.476,-6.218,+104 +resnext50_32x4d.tv2_in1k,224,69.280,30.720,88.410,11.590,25.03,0.965,bilinear,-11.910,-6.934,-99 +seresnet33ts.ra2_in1k,288,69.260,30.740,89.020,10.980,19.78,1.000,bicubic,-11.554,-6.326,-43 +repvit_m1_0.dist_450e_in1k,224,69.260,30.740,88.720,11.280,7.30,0.950,bicubic,-11.170,-6.202,+15 +regnetz_b16.ra3_in1k,224,69.260,30.740,88.380,11.620,9.72,0.940,bicubic,-10.604,-6.602,+87 +eca_resnet33ts.ra2_in1k,288,69.230,30.770,89.130,10.870,19.68,1.000,bicubic,-11.486,-6.252,-30 +resnet50_gn.a1h_in1k,224,69.200,30.800,88.410,11.590,25.56,0.940,bicubic,-10.874,-6.496,+59 +cs3darknet_focus_l.c2ns_in1k,288,69.190,30.810,89.330,10.670,21.15,0.950,bicubic,-11.704,-6.344,-64 +vit_small_patch16_384.augreg_in1k,384,69.190,30.810,88.840,11.160,22.20,1.000,bicubic,-11.940,-6.750,-99 +efficientformer_l1.snap_dist_in1k,224,69.190,30.810,88.480,11.520,12.29,0.950,bicubic,-11.312,-6.512,-7 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,69.190,30.810,88.090,11.910,8.46,0.900,bicubic,-10.926,-6.904,+53 +resnet50.b2k_in1k,288,69.170,30.830,88.490,11.510,25.56,1.000,bicubic,-11.296,-6.544,-5 +resnet50d.ra2_in1k,224,69.170,30.830,88.130,11.870,25.58,0.875,bicubic,-11.376,-7.030,-15 +edgenext_small_rw.sw_in1k,320,69.140,30.860,88.790,11.210,7.83,1.000,bicubic,-11.312,-6.416,-1 +mobilenetv4_hybrid_medium.e500_r224_in1k,224,69.130,30.870,88.820,11.180,11.07,0.950,bicubic,-11.302,-6.558,0 +repvit_m2.dist_in1k,224,69.130,30.870,88.570,11.430,8.80,0.950,bicubic,-11.338,-6.602,-9 +wide_resnet50_2.tv2_in1k,176,69.130,30.870,88.070,11.930,68.88,0.875,bilinear,-11.312,-7.006,0 +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,69.120,30.880,89.140,10.860,9.72,1.000,bicubic,-11.032,-6.158,+40 +mobilevitv2_175.cvnets_in1k,256,69.110,30.890,88.890,11.110,14.25,0.888,bicubic,-11.760,-6.390,-65 +mambaout_femto.in1k,288,69.090,30.910,88.650,11.350,7.30,1.000,bicubic,-10.822,-6.484,+60 +tf_efficientnetv2_b2.in1k,260,69.090,30.910,88.140,11.860,10.10,0.890,bicubic,-11.136,-6.870,+31 +mixnet_xl.ra_in1k,224,69.080,30.920,88.360,11.640,11.90,0.875,bicubic,-11.414,-6.618,-18 +poolformerv2_s24.sail_in1k,224,69.070,30.930,88.540,11.460,21.34,1.000,bicubic,-11.676,-6.778,-53 +legacy_seresnext101_32x4d.in1k,224,69.060,30.940,88.100,11.900,48.96,0.875,bilinear,-11.214,-6.932,+18 +resnet50d.a2_in1k,288,69.030,30.970,87.960,12.040,25.58,1.000,bicubic,-12.134,-7.140,-120 +resnet50.c2_in1k,224,69.010,30.990,88.120,11.880,25.56,0.950,bicubic,-10.858,-6.742,+63 +mobilenetv4_conv_medium.e500_r256_in1k,256,69.000,31.000,88.780,11.220,9.72,0.950,bicubic,-10.916,-6.384,+49 +mobilevitv2_150.cvnets_in1k,256,69.000,31.000,88.020,11.980,10.59,0.888,bicubic,-11.380,-7.086,0 +resnetblur50.bt_in1k,288,68.990,31.010,88.400,11.600,25.56,0.950,bicubic,-11.258,-6.800,+19 +resnetrs101.tf_in1k,192,68.980,31.020,88.270,11.730,63.62,0.940,bicubic,-11.726,-6.970,-51 +vit_base_patch16_384.augreg_in1k,384,68.970,31.030,88.350,11.650,86.86,1.000,bicubic,-12.132,-6.984,-114 +regnety_120.pycls_in1k,224,68.970,31.030,88.180,11.820,51.82,0.875,bicubic,-11.412,-6.924,-7 +resnet152c.gluon_in1k,224,68.970,31.030,87.640,12.360,60.21,0.875,bicubic,-10.934,-7.214,+49 +vit_small_patch32_384.augreg_in21k_ft_in1k,384,68.950,31.050,89.650,10.350,22.92,1.000,bicubic,-11.526,-5.544,-29 +seresnet33ts.ra2_in1k,256,68.950,31.050,88.350,11.650,19.78,0.900,bicubic,-11.430,-6.700,-9 +cs3darknet_focus_l.c2ns_in1k,256,68.930,31.070,88.830,11.170,21.15,0.887,bicubic,-11.324,-6.464,+11 +resnet50.b1k_in1k,288,68.910,31.090,88.490,11.510,25.56,1.000,bicubic,-11.798,-6.688,-60 +resnet50d.a1_in1k,224,68.910,31.090,87.980,12.020,25.58,0.950,bicubic,-11.820,-6.698,-64 +convnextv2_pico.fcmae_ft_in1k,224,68.900,31.100,88.450,11.550,9.07,0.875,bicubic,-11.404,-6.632,-4 +resnetv2_34d.ra4_e3600_r384_in1k,448,68.890,31.110,88.800,11.200,21.82,1.000,bicubic,-11.540,-6.482,-22 +convnext_pico_ols.d1_in1k,288,68.890,31.110,88.700,11.300,9.06,1.000,bicubic,-11.568,-6.548,-30 +resnet50.a1h_in1k,224,68.880,31.120,88.310,11.690,25.56,1.000,bicubic,-11.774,-7.002,-58 +resnext101_32x4d.gluon_in1k,224,68.880,31.120,88.280,11.720,44.18,0.875,bicubic,-11.456,-6.628,-11 +hgnetv2_b1.ssld_stage2_ft_in1k,288,68.870,31.130,89.080,10.920,6.34,1.000,bicubic,-11.046,-6.108,+34 +resnetv2_50.a1h_in1k,224,68.870,31.130,88.430,11.570,25.55,0.950,bicubic,-11.540,-6.652,-25 +hrnet_w64.ms_in1k,224,68.870,31.130,88.120,11.880,128.06,0.875,bilinear,-10.588,-6.526,+92 +ecaresnet50t.a2_in1k,224,68.870,31.130,88.090,11.910,25.57,0.950,bicubic,-12.014,-6.932,-97 +cspdarknet53.ra_in1k,256,68.860,31.140,88.590,11.410,27.64,0.887,bilinear,-11.218,-6.470,+17 +gcresnet33ts.ra2_in1k,256,68.850,31.150,88.520,11.480,19.88,0.900,bicubic,-11.222,-6.466,+19 +seresnet50.ra2_in1k,224,68.830,31.170,88.600,11.400,28.09,0.875,bicubic,-11.430,-6.468,-5 +poolformer_s24.sail_in1k,224,68.800,31.200,88.250,11.750,21.39,0.900,bicubic,-11.494,-6.810,-14 +eca_resnet33ts.ra2_in1k,256,68.790,31.210,88.510,11.490,19.68,0.900,bicubic,-11.294,-6.470,+11 +resnet101d.gluon_in1k,224,68.790,31.210,88.100,11.900,44.57,0.875,bicubic,-11.676,-7.206,-45 +resnet152.gluon_in1k,224,68.790,31.210,87.590,12.410,60.19,0.875,bicubic,-10.922,-7.130,+58 +mobilenetv4_conv_medium.e500_r224_in1k,256,68.780,31.220,88.870,11.130,9.72,1.000,bicubic,-11.056,-6.322,+41 +convnext_pico.d1_in1k,288,68.770,31.230,88.370,11.630,9.05,0.950,bicubic,-11.656,-6.692,-37 +tf_efficientnet_b2.ap_in1k,260,68.770,31.230,88.320,11.680,9.11,0.890,bicubic,-11.530,-6.712,-20 +xception65.tf_in1k,299,68.770,31.230,88.250,11.750,39.92,0.903,bicubic,-10.788,-6.406,+69 +resnet50.a2_in1k,288,68.760,31.240,87.950,12.050,25.56,1.000,bicubic,-12.014,-7.028,-92 +repvgg_b2g4.rvgg_in1k,224,68.750,31.250,88.250,11.750,61.76,0.875,bilinear,-10.646,-6.430,+83 +wide_resnet101_2.tv2_in1k,176,68.750,31.250,87.600,12.400,126.89,0.875,bilinear,-11.744,-7.338,-58 +seresnet50.a1_in1k,224,68.730,31.270,87.500,12.500,28.09,0.950,bicubic,-11.282,-7.204,+8 +resnext50_32x4d.a2_in1k,224,68.730,31.270,87.380,12.620,25.03,0.950,bicubic,-11.714,-7.250,-49 +resnet101s.gluon_in1k,224,68.720,31.280,87.720,12.280,44.67,0.875,bicubic,-11.558,-7.440,-23 +resnext50d_32x4d.bt_in1k,224,68.710,31.290,88.220,11.780,25.05,0.875,bicubic,-10.962,-6.658,+52 +regnety_160.pycls_in1k,224,68.700,31.300,88.190,11.810,83.59,0.875,bicubic,-11.584,-6.792,-27 +nf_resnet50.ra2_in1k,256,68.690,31.310,88.430,11.570,25.56,0.940,bicubic,-11.546,-6.674,-17 +seresnet50.a2_in1k,224,68.690,31.310,87.490,12.510,28.09,0.950,bicubic,-11.412,-7.230,-5 +resnetv2_34d.ra4_e3600_r224_in1k,288,68.680,31.320,88.240,11.760,21.82,1.000,bicubic,-10.934,-6.520,+52 +dpn131.mx_in1k,224,68.670,31.330,87.390,12.610,79.25,0.875,bicubic,-11.166,-7.218,+27 +resnet152.a3_in1k,224,68.650,31.350,87.690,12.310,60.19,0.950,bicubic,-11.898,-7.314,-75 +mambaout_kobe.in1k,224,68.640,31.360,88.300,11.700,9.14,1.000,bicubic,-11.346,-6.682,+1 +hgnet_tiny.paddle_in1k,224,68.640,31.360,88.220,11.780,14.74,0.965,bicubic,-11.252,-6.834,+13 +resnet50.c1_in1k,224,68.640,31.360,87.770,12.230,25.56,0.950,bicubic,-11.126,-7.184,+30 +repvit_m1_0.dist_300e_in1k,224,68.630,31.370,88.020,11.980,7.30,0.950,bicubic,-11.522,-6.750,-16 +gmlp_s16_224.ra3_in1k,224,68.600,31.400,87.950,12.050,19.42,0.875,bicubic,-11.052,-6.674,+44 +xcit_tiny_12_p8_224.fb_in1k,224,68.590,31.410,88.690,11.310,6.71,1.000,bicubic,-11.120,-6.128,+35 +efficientnet_b0.ra4_e3600_r224_in1k,256,68.590,31.410,87.890,12.110,5.29,1.000,bicubic,-10.774,-6.864,+71 +seresnext50_32x4d.gluon_in1k,224,68.560,31.440,88.150,11.850,27.56,0.875,bicubic,-11.356,-6.666,0 +dpn107.mx_in1k,224,68.560,31.440,88.090,11.910,86.92,0.875,bicubic,-11.606,-6.842,-24 +regnetx_160.pycls_in1k,224,68.550,31.450,88.250,11.750,54.28,0.875,bicubic,-11.294,-6.602,+14 +deit_small_patch16_224.fb_in1k,224,68.530,31.470,88.170,11.830,22.05,0.900,bicubic,-11.326,-6.886,+12 +resnet50.d_in1k,224,68.530,31.470,87.650,12.350,25.56,0.950,bicubic,-11.374,-7.188,+1 +resnet152.tv2_in1k,176,68.520,31.480,87.720,12.280,60.19,0.875,bilinear,-11.702,-6.930,-30 +resnet50.ram_in1k,288,68.510,31.490,88.430,11.570,25.56,0.950,bicubic,-11.472,-6.608,-12 +regnety_080.pycls_in1k,224,68.510,31.490,87.970,12.030,39.18,0.875,bicubic,-11.364,-6.864,+3 +skresnext50_32x4d.ra_in1k,224,68.470,31.530,87.620,12.380,27.48,0.875,bicubic,-11.698,-7.024,-32 +resnet50.a1_in1k,224,68.470,31.530,87.590,12.410,25.56,0.950,bicubic,-11.912,-7.008,-64 +resnext50_32x4d.a1_in1k,224,68.470,31.530,87.380,12.620,25.03,0.950,bicubic,-12.056,-7.078,-87 +resnext50_32x4d.ra_in1k,224,68.450,31.550,87.560,12.440,25.03,0.875,bicubic,-11.350,-7.048,+11 +tf_efficientnet_b2.aa_in1k,260,68.440,31.560,88.040,11.960,9.11,0.890,bicubic,-11.634,-6.918,-24 +resnet101.a3_in1k,224,68.440,31.560,87.430,12.570,44.55,0.950,bicubic,-11.396,-7.278,+6 +darknetaa53.c2ns_in1k,288,68.430,31.570,88.680,11.320,36.02,1.000,bilinear,-12.098,-6.574,-94 +dla102x2.in1k,224,68.410,31.590,87.800,12.200,41.28,0.875,bilinear,-11.038,-6.854,+44 +cspresnet50.ra_in1k,256,68.400,31.600,87.940,12.060,21.62,0.887,bilinear,-11.178,-6.758,+30 +fbnetv3_d.ra2_in1k,256,68.390,31.610,88.420,11.580,10.31,0.950,bilinear,-11.292,-6.532,+18 +res2net50d.in1k,224,68.390,31.610,88.020,11.980,25.72,0.875,bilinear,-11.890,-7.008,-56 +darknet53.c2ns_in1k,256,68.390,31.610,88.000,12.000,41.61,0.887,bicubic,-11.618,-7.046,-27 +tf_efficientnet_b3.in1k,300,68.380,31.620,88.600,11.400,12.23,0.904,bicubic,-12.498,-6.708,-149 +xcit_tiny_24_p16_224.fb_in1k,224,68.380,31.620,88.100,11.900,12.12,1.000,bicubic,-11.094,-6.778,+37 +rexnet_130.nav_in1k,224,68.380,31.620,87.970,12.030,7.56,0.875,bicubic,-11.112,-6.710,+35 +cait_xxs36_224.fb_dist_in1k,224,68.370,31.630,88.600,11.400,17.30,1.000,bicubic,-11.380,-6.266,+5 +vit_base_patch16_224.sam_in1k,224,68.370,31.630,87.670,12.330,86.57,0.900,bicubic,-11.876,-7.452,-53 +efficientvit_b1.r256_in1k,256,68.360,31.640,87.940,12.060,9.10,1.000,bicubic,-11.374,-6.846,+4 +regnety_064.pycls_in1k,224,68.350,31.650,88.020,11.980,30.58,0.875,bicubic,-11.384,-6.748,+4 +resnet50.fb_ssl_yfcc100m_ft_in1k,224,68.330,31.670,88.560,11.440,25.56,0.875,bilinear,-10.922,-6.266,+63 +hgnetv2_b1.ssld_stage1_in22k_in1k,288,68.310,31.690,88.840,11.160,6.34,1.000,bicubic,-10.740,-6.050,+83 +resnet50d.a2_in1k,224,68.310,31.690,87.290,12.710,25.58,0.950,bicubic,-11.958,-7.352,-65 +dpn98.mx_in1k,224,68.300,31.700,87.560,12.440,61.57,0.875,bicubic,-11.364,-7.084,+9 +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,68.290,31.710,88.340,11.660,9.72,0.950,bicubic,-11.156,-6.150,+29 +resmlp_big_24_224.fb_in1k,224,68.280,31.720,87.690,12.310,129.14,0.875,bicubic,-12.754,-7.336,-183 +fastvit_s12.apple_in1k,256,68.260,31.740,87.840,12.160,9.47,0.900,bicubic,-11.622,-6.958,-25 +ecaresnet26t.ra2_in1k,320,68.250,31.750,88.640,11.360,16.01,0.950,bicubic,-11.650,-6.430,-28 +ese_vovnet39b.ra_in1k,224,68.250,31.750,88.210,11.790,24.57,0.875,bicubic,-11.062,-6.512,+43 +resnext50_32x4d.gluon_in1k,224,68.240,31.760,87.400,12.600,25.03,0.875,bicubic,-11.114,-7.024,+36 +regnetx_120.pycls_in1k,224,68.230,31.770,87.560,12.440,46.11,0.875,bicubic,-11.378,-7.174,+7 +efficientnet_b2_pruned.in1k,260,68.220,31.780,88.100,11.900,8.31,0.890,bicubic,-11.684,-6.566,-35 +resnet50.ra_in1k,288,68.220,31.780,87.940,12.060,25.56,0.950,bicubic,-11.644,-7.030,-26 +efficientformerv2_s1.snap_dist_in1k,224,68.180,31.820,88.200,11.800,6.19,0.950,bicubic,-11.504,-6.512,-5 +ecaresnet50d_pruned.miil_in1k,224,68.170,31.830,88.350,11.650,19.94,0.875,bicubic,-11.544,-6.512,-10 +efficientnet_b2.ra_in1k,256,68.160,31.840,87.750,12.250,9.11,0.875,bicubic,-11.164,-6.832,+34 +mobileone_s4.apple_in1k,224,68.150,31.850,87.100,12.900,14.95,0.900,bilinear,-11.296,-7.820,+18 +resnetv2_34.ra4_e3600_r224_in1k,288,68.140,31.860,87.920,12.080,21.80,1.000,bicubic,-10.930,-6.640,+62 +pit_xs_distilled_224.in1k,224,68.130,31.870,87.820,12.180,11.00,0.900,bicubic,-11.042,-6.530,+52 +tf_efficientnet_el.in1k,300,68.110,31.890,88.000,12.000,10.59,0.904,bicubic,-12.136,-6.764,-76 +tiny_vit_5m_224.in1k,224,68.060,31.940,87.660,12.340,5.39,0.950,bicubic,-11.136,-7.132,+48 +fbnetv3_b.ra2_in1k,256,68.050,31.950,87.900,12.100,8.60,0.950,bilinear,-11.104,-6.208,+50 +resmlp_36_224.fb_in1k,224,68.040,31.960,88.170,11.830,44.69,0.875,bicubic,-11.732,-6.718,-25 +resnet50.tv2_in1k,176,68.030,31.970,87.360,12.640,25.56,0.875,bilinear,-11.404,-7.280,+13 +fastvit_t12.apple_in1k,256,68.020,31.980,87.700,12.300,7.55,0.900,bicubic,-11.256,-6.870,+32 +convnext_pico_ols.d1_in1k,224,68.000,32.000,87.890,12.110,9.06,0.950,bicubic,-11.542,-6.698,-2 +convnext_pico.d1_in1k,224,67.990,32.010,87.730,12.270,9.05,0.875,bicubic,-11.526,-6.824,+1 +dpn68b.ra_in1k,288,67.990,32.010,87.280,12.720,12.61,1.000,bicubic,-11.352,-7.150,+20 +regnetx_080.pycls_in1k,224,67.980,32.020,87.060,12.940,39.57,0.875,bicubic,-11.234,-7.482,+38 +resnetv2_34d.ra4_e3600_r384_in1k,384,67.970,32.030,88.200,11.800,21.82,1.000,bicubic,-11.822,-6.702,-33 +edgenext_small_rw.sw_in1k,256,67.960,32.040,88.310,11.690,7.83,0.900,bicubic,-11.636,-6.208,-12 +resnet50d.gluon_in1k,224,67.950,32.050,86.930,13.070,25.58,0.875,bicubic,-11.130,-7.528,+46 +regnetx_016.tv2_in1k,224,67.930,32.070,88.130,11.870,9.19,0.965,bicubic,-11.510,-6.638,+3 +tf_efficientnet_lite3.in1k,300,67.930,32.070,87.700,12.300,8.20,0.904,bilinear,-11.878,-7.208,-39 +resnetrs50.tf_in1k,224,67.920,32.080,87.640,12.360,35.69,0.910,bicubic,-12.014,-7.332,-65 +tf_efficientnetv2_b2.in1k,208,67.910,32.090,87.010,12.990,10.10,0.890,bicubic,-11.298,-7.592,+32 +legacy_seresnext50_32x4d.in1k,224,67.900,32.100,87.620,12.380,27.56,0.875,bilinear,-11.180,-6.808,+42 +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,67.890,32.110,89.100,10.900,25.55,1.000,bilinear,-12.496,-6.594,-121 +resnet34.ra4_e3600_r224_in1k,288,67.890,32.110,87.780,12.220,21.80,1.000,bicubic,-11.082,-6.674,+50 +hgnetv2_b1.ssld_stage2_ft_in1k,224,67.870,32.130,88.010,11.990,6.34,0.965,bicubic,-11.014,-6.474,+59 +levit_192.fb_dist_in1k,224,67.870,32.130,87.900,12.100,10.95,0.900,bicubic,-11.988,-6.908,-53 +nf_regnet_b1.ra2_in1k,288,67.860,32.140,87.990,12.010,10.22,0.900,bicubic,-11.508,-6.736,+1 +tf_efficientnetv2_b1.in1k,240,67.860,32.140,87.670,12.330,8.14,0.882,bicubic,-11.658,-6.912,-17 +resnet50.b2k_in1k,224,67.860,32.140,87.320,12.680,25.56,0.950,bicubic,-11.528,-7.356,-4 +levit_conv_192.fb_dist_in1k,224,67.850,32.150,87.890,12.110,10.95,0.900,bicubic,-12.010,-6.912,-58 +efficientvit_b1.r224_in1k,224,67.850,32.150,87.260,12.740,9.10,0.950,bicubic,-11.404,-7.040,+17 +repvit_m0_9.dist_450e_in1k,224,67.830,32.170,87.670,12.330,5.49,0.950,bicubic,-11.228,-6.718,+36 +eca_botnext26ts_256.c1_in1k,256,67.830,32.170,86.970,13.030,10.59,0.950,bicubic,-11.432,-7.630,+11 +resnet101.tv2_in1k,176,67.820,32.180,87.350,12.650,44.55,0.875,bilinear,-12.088,-7.256,-73 +resnet50.a2_in1k,224,67.810,32.190,86.870,13.130,25.56,0.950,bicubic,-12.018,-7.690,-56 +hrnet_w48.ms_in1k,224,67.800,32.200,87.340,12.660,77.47,0.875,bilinear,-11.528,-7.176,-3 +resnet50.b1k_in1k,224,67.800,32.200,87.340,12.660,25.56,0.950,bicubic,-11.764,-7.282,-30 +resnet50.bt_in1k,288,67.750,32.250,87.890,12.110,25.56,0.950,bicubic,-11.902,-7.018,-40 +resnext101_32x8d.tv_in1k,224,67.750,32.250,87.350,12.650,88.79,0.875,bilinear,-11.558,-7.180,0 +tf_efficientnet_b0.ns_jft_in1k,224,67.740,32.260,87.950,12.050,5.29,0.875,bicubic,-10.940,-6.422,+65 +coat_lite_mini.in1k,224,67.740,32.260,87.790,12.210,11.01,0.900,bicubic,-11.364,-6.816,+21 +hrnet_w44.ms_in1k,224,67.710,32.290,87.510,12.490,67.06,0.875,bilinear,-11.180,-6.866,+41 +darknetaa53.c2ns_in1k,256,67.700,32.300,88.030,11.970,36.02,0.887,bilinear,-12.054,-6.874,-58 +lambda_resnet26t.c1_in1k,256,67.700,32.300,87.730,12.270,10.96,0.940,bicubic,-11.426,-6.824,+15 +resmlp_24_224.fb_in1k,224,67.700,32.300,87.570,12.430,30.02,0.875,bicubic,-11.680,-6.980,-16 +ecaresnet50t.a3_in1k,224,67.680,32.320,87.520,12.480,25.57,0.950,bicubic,-11.868,-7.190,-38 +halonet26t.a1h_in1k,256,67.680,32.320,87.320,12.680,12.48,0.950,bicubic,-11.454,-7.020,+12 +efficientnet_em.ra2_in1k,240,67.660,32.340,88.210,11.790,6.90,0.882,bicubic,-11.596,-6.318,-2 +regnetx_064.pycls_in1k,224,67.650,32.350,87.470,12.530,26.21,0.875,bicubic,-11.412,-6.998,+17 +regnety_040.pycls_in1k,224,67.650,32.350,87.370,12.630,20.65,0.875,bicubic,-11.596,-7.296,0 +eca_halonext26ts.c1_in1k,256,67.640,32.360,87.260,12.740,10.76,0.940,bicubic,-11.878,-7.450,-39 +dla169.in1k,224,67.620,32.380,87.450,12.550,53.39,0.875,bilinear,-11.082,-6.884,+52 +efficientnet_b1.ft_in1k,256,67.610,32.390,87.470,12.530,7.79,1.000,bicubic,-11.196,-6.876,+40 +dpn92.mx_in1k,224,67.580,32.420,87.280,12.720,37.67,0.875,bicubic,-12.452,-7.596,-105 +resnext50_32x4d.a3_in1k,224,67.580,32.420,86.890,13.110,25.03,0.950,bicubic,-11.678,-7.418,-10 +mambaout_femto.in1k,224,67.570,32.430,87.630,12.370,7.30,1.000,bicubic,-11.310,-6.778,+29 +convnext_tiny.fb_in22k_ft_in1k,288,67.570,32.430,87.470,12.530,28.59,1.000,bicubic,-11.380,-6.810,+19 +resnext50_32x4d.tv2_in1k,176,67.560,32.440,86.720,13.280,25.03,0.875,bilinear,-11.824,-7.582,-32 +inception_v3.gluon_in1k,299,67.550,32.450,87.260,12.740,23.83,0.875,bicubic,-11.256,-7.112,+33 +legacy_xception.tf_in1k,299,67.540,32.460,87.530,12.470,22.86,0.897,bicubic,-11.518,-6.866,+7 +mobilevitv2_125.cvnets_in1k,256,67.540,32.460,87.470,12.530,7.48,0.888,bicubic,-12.142,-7.374,-65 +regnety_008_tv.tv2_in1k,224,67.520,32.480,87.890,12.110,6.43,0.965,bicubic,-11.152,-6.490,+45 +resnet33ts.ra2_in1k,288,67.510,32.490,87.920,12.080,19.68,1.000,bicubic,-12.200,-7.138,-72 +resnetblur50.bt_in1k,224,67.510,32.490,87.480,12.520,25.56,0.875,bicubic,-11.796,-7.058,-25 +hrnet_w40.ms_in1k,224,67.510,32.490,87.050,12.950,57.56,0.875,bilinear,-11.418,-7.430,+15 +hgnetv2_b1.ssld_stage1_in22k_in1k,224,67.500,32.500,87.870,12.130,6.34,0.965,bicubic,-10.580,-6.302,+95 +regnety_032.pycls_in1k,224,67.500,32.500,87.230,12.770,19.44,0.875,bicubic,-11.402,-7.196,+13 +tf_efficientnet_b1.ap_in1k,240,67.490,32.510,87.520,12.480,7.79,0.882,bicubic,-11.798,-6.796,-27 +legacy_seresnet152.in1k,224,67.490,32.510,87.490,12.510,66.82,0.875,bilinear,-11.172,-6.880,+39 +resnet34d.ra2_in1k,288,67.480,32.520,87.880,12.120,21.82,0.950,bicubic,-10.960,-6.468,+62 +resnet50.ram_in1k,224,67.460,32.540,87.370,12.630,25.56,0.875,bicubic,-11.574,-7.016,0 +resnet32ts.ra2_in1k,288,67.450,32.550,87.490,12.510,17.96,1.000,bicubic,-11.938,-7.090,-48 +res2net101_26w_4s.in1k,224,67.420,32.580,87.230,12.770,45.21,0.875,bilinear,-11.772,-7.236,-18 +convnext_femto_ols.d1_in1k,288,67.400,32.600,87.320,12.680,5.23,0.950,bicubic,-11.516,-7.214,+5 +tf_efficientnet_cc_b1_8e.in1k,240,67.380,32.620,87.290,12.710,39.72,0.882,bicubic,-11.938,-7.094,-40 +res2net50_26w_8s.in1k,224,67.380,32.620,87.170,12.830,48.40,0.875,bilinear,-11.570,-7.538,+2 +resnet101.gluon_in1k,224,67.360,32.640,87.050,12.950,44.55,0.875,bicubic,-11.946,-7.582,-37 +ecaresnet26t.ra2_in1k,256,67.350,32.650,87.730,12.270,16.01,0.875,bicubic,-11.544,-6.818,+4 +efficientnet_b0.ra4_e3600_r224_in1k,224,67.340,32.660,87.140,12.860,5.29,0.900,bicubic,-11.228,-7.200,+35 +mobilenetv4_conv_medium.e500_r224_in1k,224,67.320,32.680,87.940,12.060,9.72,0.950,bicubic,-11.772,-6.848,-18 +resnet101c.gluon_in1k,224,67.310,32.690,87.070,12.930,44.57,0.875,bicubic,-12.232,-7.636,-71 +hgnetv2_b0.ssld_stage2_ft_in1k,288,67.290,32.710,87.700,12.300,6.00,1.000,bicubic,-11.300,-6.688,+29 +cait_xxs24_224.fb_dist_in1k,224,67.290,32.710,87.510,12.490,11.96,1.000,bicubic,-11.110,-6.816,+52 +xception41.tf_in1k,299,67.290,32.710,87.120,12.880,26.97,0.903,bicubic,-11.260,-7.162,+32 +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,67.270,32.730,86.510,13.490,119.42,0.900,bicubic,-12.238,-7.600,-71 +repvit_m0_9.dist_300e_in1k,224,67.260,32.740,87.160,12.840,5.49,0.950,bicubic,-11.392,-6.954,+24 +resnet50.a1h_in1k,176,67.250,32.750,87.130,12.870,25.56,0.900,bicubic,-12.014,-7.368,-44 +resnet50.ra_in1k,224,67.250,32.750,86.940,13.060,25.56,0.875,bicubic,-11.570,-7.374,+2 +nf_regnet_b1.ra2_in1k,256,67.210,32.790,87.220,12.780,10.22,0.900,bicubic,-11.500,-7.160,+13 +repghostnet_200.in1k,224,67.200,32.800,87.220,12.780,9.80,0.875,bicubic,-11.602,-7.112,+4 +botnet26t_256.c1_in1k,256,67.190,32.810,87.480,12.520,12.49,0.950,bicubic,-12.066,-7.314,-44 +regnetx_032.pycls_in1k,224,67.190,32.810,86.930,13.070,15.30,0.875,bicubic,-10.970,-7.234,+62 +tf_efficientnet_b2.in1k,260,67.180,32.820,87.510,12.490,9.11,0.890,bicubic,-12.432,-7.204,-91 +coat_tiny.in1k,224,67.160,32.840,87.390,12.610,5.50,0.900,bicubic,-11.282,-6.654,+37 +convnext_femto.d1_in1k,288,67.150,32.850,87.500,12.500,5.22,0.950,bicubic,-11.562,-6.936,+6 +resnet33ts.ra2_in1k,256,67.150,32.850,87.390,12.610,19.68,0.900,bicubic,-12.066,-7.186,-45 +legacy_seresnet101.in1k,224,67.150,32.850,87.110,12.890,49.33,0.875,bilinear,-11.220,-6.996,+41 +dla60_res2net.in1k,224,67.140,32.860,87.060,12.940,20.85,0.875,bilinear,-11.340,-7.144,+27 +starnet_s4.in1k,224,67.140,32.860,86.980,13.020,7.48,0.875,bicubic,-11.684,-7.316,-10 +convnextv2_femto.fcmae_ft_in1k,288,67.120,32.880,87.420,12.580,5.23,0.950,bicubic,-12.222,-7.170,-68 +resnest26d.gluon_in1k,224,67.120,32.880,87.120,12.880,17.07,0.875,bilinear,-11.356,-7.180,+24 +resnet152.a3_in1k,160,67.120,32.880,86.510,13.490,60.19,0.950,bicubic,-11.776,-7.630,-20 +shvit_s4.in1k,256,67.090,32.910,87.700,12.300,16.59,0.875,bicubic,-12.272,-6.670,-74 +fbnetv3_d.ra2_in1k,224,67.090,32.910,87.650,12.350,10.31,0.950,bilinear,-11.568,-6.804,+6 +dla60x.in1k,224,67.060,32.940,87.230,12.770,17.35,0.875,bilinear,-11.174,-6.792,+42 +mixnet_l.ft_in1k,224,67.060,32.940,86.770,13.230,7.33,0.875,bicubic,-11.910,-7.410,-31 +resnet152.tv_in1k,224,67.040,32.960,87.460,12.540,60.19,0.875,bilinear,-11.290,-6.676,+34 +res2net50_26w_6s.in1k,224,67.030,32.970,86.860,13.140,37.05,0.875,bilinear,-11.556,-7.260,+4 +dla102x.in1k,224,67.010,32.990,86.730,13.270,26.31,0.875,bilinear,-11.506,-7.496,+10 +visformer_tiny.in1k,224,66.980,33.020,86.910,13.090,10.32,0.900,bicubic,-11.180,-7.178,+43 +xcit_tiny_12_p16_224.fb_dist_in1k,224,66.970,33.030,87.390,12.610,6.72,1.000,bicubic,-11.602,-6.820,+2 +repvgg_b2.rvgg_in1k,224,66.960,33.040,87.270,12.730,89.02,0.875,bilinear,-11.828,-7.144,-17 +resnet50s.gluon_in1k,224,66.940,33.060,86.820,13.180,25.68,0.875,bicubic,-11.770,-7.428,-10 +pit_xs_224.in1k,224,66.920,33.080,87.200,12.800,10.62,0.900,bicubic,-11.276,-6.956,+37 +resnet34.a1_in1k,288,66.920,33.080,86.220,13.780,21.80,1.000,bicubic,-11.010,-7.538,+61 +pvt_v2_b1.in1k,224,66.900,33.100,87.370,12.630,14.01,0.900,bicubic,-11.798,-7.120,-11 +repvit_m1.dist_in1k,224,66.890,33.110,87.150,12.850,5.49,0.950,bicubic,-11.652,-6.932,+1 +fasternet_t2.in1k,224,66.890,33.110,86.860,13.140,14.98,1.000,bicubic,-11.848,-7.472,-19 +lambda_resnet26rpt_256.c1_in1k,256,66.840,33.160,87.050,12.950,10.99,0.940,bicubic,-12.120,-7.370,-44 +tf_efficientnet_b1.aa_in1k,240,66.830,33.170,86.930,13.070,7.79,0.882,bicubic,-12.010,-7.272,-32 +repvgg_b1.rvgg_in1k,224,66.820,33.180,86.720,13.280,57.42,0.875,bilinear,-11.550,-7.544,+17 +dpn68b.ra_in1k,224,66.820,33.180,86.540,13.460,12.61,0.950,bicubic,-11.726,-7.556,-4 +xcit_nano_12_p8_384.fb_dist_in1k,384,66.800,33.200,87.020,12.980,3.05,1.000,bicubic,-11.010,-6.796,+64 +mobilevit_s.cvnets_in1k,256,66.790,33.210,86.920,13.080,5.58,0.900,bicubic,-11.508,-7.248,+18 +resnetv2_34d.ra4_e3600_r224_in1k,224,66.780,33.220,86.550,13.450,21.82,0.900,bicubic,-11.490,-7.400,+20 +hrnet_w18.ms_aug_in1k,224,66.770,33.230,87.450,12.550,21.30,0.950,bilinear,-11.340,-6.612,+31 +resnet50d.a3_in1k,224,66.760,33.240,86.520,13.480,25.58,0.950,bicubic,-11.982,-7.716,-29 +fbnetv3_b.ra2_in1k,224,66.740,33.260,86.970,13.030,8.60,0.950,bilinear,-11.444,-7.268,+24 +resnet32ts.ra2_in1k,256,66.730,33.270,87.050,12.950,17.96,0.900,bicubic,-12.324,-7.318,-61 +dla60_res2next.in1k,224,66.730,33.270,86.900,13.100,17.03,0.875,bilinear,-11.758,-7.100,-9 +resnet50.am_in1k,224,66.720,33.280,86.700,13.300,25.56,0.875,bicubic,-12.284,-7.692,-60 +efficientnet_es.ra_in1k,224,66.720,33.280,86.650,13.350,5.44,0.875,bicubic,-11.380,-7.278,+27 +hrnet_w30.ms_in1k,224,66.710,33.290,86.730,13.270,37.71,0.875,bilinear,-11.492,-7.490,+16 +resnet50c.gluon_in1k,224,66.700,33.300,86.090,13.910,25.58,0.875,bicubic,-11.316,-7.862,+32 +hrnet_w32.ms_in1k,224,66.690,33.310,87.250,12.750,41.23,0.875,bilinear,-11.762,-6.934,-6 +swiftformer_s.dist_in1k,224,66.680,33.320,86.870,13.130,6.09,0.950,bicubic,-11.782,-7.110,-9 +tf_mixnet_l.in1k,224,66.680,33.320,86.390,13.610,7.33,0.875,bicubic,-12.094,-7.610,-40 +resnet50.bt_in1k,224,66.670,33.330,86.940,13.060,25.56,0.875,bicubic,-11.774,-7.334,-9 +seresnext26d_32x4d.bt_in1k,288,66.670,33.330,86.700,13.300,16.81,0.950,bicubic,-12.146,-7.566,-47 +regnetx_040.pycls_in1k,224,66.660,33.340,86.540,13.460,22.12,0.875,bicubic,-11.826,-7.544,-18 +seresnext26t_32x4d.bt_in1k,288,66.640,33.360,86.790,13.210,16.81,0.950,bicubic,-12.096,-7.528,-41 +selecsls60b.in1k,224,66.640,33.360,86.570,13.430,32.77,0.875,bicubic,-11.770,-7.596,-7 +hgnetv2_b0.ssld_stage1_in22k_in1k,288,66.630,33.370,87.590,12.410,6.00,1.000,bicubic,-11.408,-6.654,+21 +dla102.in1k,224,66.590,33.410,86.940,13.060,33.27,0.875,bilinear,-11.426,-7.054,+22 +vit_small_patch16_224.augreg_in1k,224,66.590,33.410,86.840,13.160,22.05,0.900,bicubic,-12.252,-7.440,-57 +wide_resnet101_2.tv_in1k,224,66.550,33.450,86.970,13.030,126.89,0.875,bilinear,-12.312,-7.342,-60 +tf_efficientnet_b1.in1k,240,66.530,33.470,86.690,13.310,7.79,0.882,bicubic,-12.016,-7.292,-31 +tf_efficientnetv2_b0.in1k,224,66.510,33.490,86.610,13.390,7.14,0.875,bicubic,-11.876,-7.424,-11 +levit_128.fb_dist_in1k,224,66.480,33.520,86.720,13.280,9.21,0.900,bicubic,-12.006,-7.278,-25 +cs3darknet_m.c2ns_in1k,288,66.470,33.530,87.010,12.990,9.31,0.950,bicubic,-11.166,-7.006,+47 +levit_conv_128.fb_dist_in1k,224,66.470,33.530,86.720,13.280,9.21,0.900,bicubic,-12.018,-7.424,-30 +seresnext26ts.ch_in1k,288,66.420,33.580,86.640,13.360,10.39,1.000,bicubic,-11.872,-7.436,-9 +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,66.410,33.590,87.140,12.860,5.79,1.000,bicubic,-12.028,-7.402,-21 +vit_base_patch32_384.augreg_in1k,384,66.410,33.590,86.910,13.090,88.30,1.000,bicubic,-12.340,-7.328,-56 +inception_v3.tf_adv_in1k,299,66.400,33.600,86.410,13.590,23.83,0.875,bicubic,-11.198,-7.316,+47 +wide_resnet50_2.tv_in1k,224,66.380,33.620,86.750,13.250,68.88,0.875,bilinear,-12.106,-7.502,-33 +hrnet_w18_small_v2.gluon_in1k,224,66.340,33.660,86.440,13.560,15.60,0.875,bicubic,-11.862,-7.466,-8 +selecsls60.in1k,224,66.340,33.660,86.330,13.670,30.67,0.875,bicubic,-11.634,-7.492,+13 +vit_base_patch16_224.augreg_in1k,224,66.340,33.660,86.130,13.870,86.57,0.900,bicubic,-12.814,-8.602,-99 +eca_resnext26ts.ch_in1k,288,66.330,33.670,86.430,13.570,10.30,1.000,bicubic,-11.690,-7.502,+5 +mobileone_s3.apple_in1k,224,66.330,33.670,86.360,13.640,10.17,0.900,bilinear,-11.672,-7.504,+8 +hgnetv2_b0.ssld_stage2_ft_in1k,224,66.310,33.690,86.650,13.350,6.00,0.965,bicubic,-11.052,-7.158,+59 +inception_v3.tf_in1k,299,66.300,33.700,86.580,13.420,23.83,0.875,bicubic,-11.566,-7.064,+17 +resnetv2_34.ra4_e3600_r224_in1k,224,66.300,33.700,86.550,13.450,21.80,0.900,bicubic,-11.326,-6.968,+36 +mobilevitv2_100.cvnets_in1k,256,66.290,33.710,86.830,13.170,4.90,0.888,bicubic,-11.798,-7.340,-5 +resmlp_12_224.fb_distilled_in1k,224,66.290,33.710,86.470,13.530,15.35,0.875,bicubic,-11.658,-7.100,+8 +hardcorenas_f.miil_green_in1k,224,66.280,33.720,86.240,13.760,8.20,0.875,bilinear,-11.820,-7.560,-8 +convnext_femto_ols.d1_in1k,224,66.260,33.740,86.560,13.440,5.23,0.875,bicubic,-11.592,-7.266,+17 +bat_resnext26ts.ch_in1k,256,66.250,33.750,86.680,13.320,10.73,0.900,bicubic,-12.030,-7.434,-25 +coat_lite_tiny.in1k,224,66.230,33.770,86.960,13.040,5.72,0.900,bicubic,-11.318,-6.964,+36 +resnet101.a3_in1k,160,66.160,33.840,85.930,14.070,44.55,0.950,bicubic,-11.768,-7.756,+6 +tf_efficientnet_cc_b0_8e.in1k,224,66.150,33.850,86.130,13.870,24.01,0.875,bicubic,-11.806,-7.508,+1 +efficientnet_b0.ra_in1k,224,66.150,33.850,86.120,13.880,5.29,0.875,bicubic,-11.548,-7.418,+21 +gmixer_24_224.ra3_in1k,224,66.140,33.860,86.030,13.970,24.72,0.875,bicubic,-11.908,-7.624,-11 +cs3darknet_focus_m.c2ns_in1k,288,66.130,33.870,86.930,13.070,9.30,0.950,bicubic,-11.156,-7.036,+52 +legacy_seresnet50.in1k,224,66.120,33.880,86.280,13.720,28.09,0.875,bilinear,-11.530,-7.452,+20 +ghostnetv2_160.in1k,224,66.100,33.900,86.660,13.340,12.39,0.875,bicubic,-11.736,-7.288,+9 +densenetblur121d.ra_in1k,288,66.100,33.900,86.580,13.420,8.00,0.950,bicubic,-11.220,-7.216,+46 +inception_v3.tv_in1k,299,66.100,33.900,86.140,13.860,23.83,0.875,bicubic,-11.372,-7.328,+34 +efficientnet_b1.ft_in1k,224,66.060,33.940,86.530,13.470,7.79,0.875,bicubic,-11.532,-7.106,+22 +tf_efficientnet_em.in1k,240,66.060,33.940,86.160,13.840,6.90,0.882,bicubic,-12.068,-7.892,-24 +hardcorenas_e.miil_green_in1k,224,66.040,33.960,85.980,14.020,8.07,0.875,bilinear,-11.748,-7.792,+9 +res2net50_14w_8s.in1k,224,66.030,33.970,86.120,13.880,25.06,0.875,bilinear,-12.112,-7.732,-28 +tinynet_a.in1k,192,66.020,33.980,85.930,14.070,6.19,0.875,bicubic,-11.646,-7.602,+11 +resnet26t.ra2_in1k,320,66.010,33.990,86.550,13.450,16.01,1.000,bicubic,-12.320,-7.496,-45 +efficientnet_b1_pruned.in1k,240,66.000,34.000,86.600,13.400,6.33,0.882,bicubic,-12.252,-7.220,-40 +convnextv2_femto.fcmae_ft_in1k,224,65.980,34.020,86.700,13.300,5.23,0.875,bicubic,-12.496,-7.284,-61 +res2net50_26w_4s.in1k,224,65.980,34.020,86.590,13.410,25.70,0.875,bilinear,-12.014,-7.270,-17 +ese_vovnet19b_dw.ra_in1k,288,65.960,34.040,86.460,13.540,6.54,0.950,bicubic,-11.828,-7.232,+1 +poolformerv2_s12.sail_in1k,224,65.950,34.050,86.450,13.550,11.89,1.000,bicubic,-12.058,-7.414,-22 +resnext50_32x4d.tv_in1k,224,65.950,34.050,86.030,13.970,25.03,0.875,bilinear,-11.682,-7.644,+7 +regnety_016.pycls_in1k,224,65.940,34.060,86.260,13.740,11.20,0.875,bicubic,-11.940,-7.466,-14 +resnet101.tv_in1k,224,65.940,34.060,86.020,13.980,44.55,0.875,bilinear,-11.464,-7.532,+26 +gcresnext26ts.ch_in1k,288,65.920,34.080,86.650,13.350,10.48,1.000,bicubic,-12.516,-7.378,-60 +resnet50.gluon_in1k,224,65.890,34.110,86.260,13.740,25.56,0.875,bicubic,-11.690,-7.444,+10 +resnet34d.ra2_in1k,224,65.850,34.150,86.580,13.420,21.82,0.875,bicubic,-11.258,-6.792,+43 +starnet_s3.in1k,224,65.830,34.170,86.110,13.890,5.75,0.875,bicubic,-11.548,-7.506,+23 +convnext_femto.d1_in1k,224,65.820,34.180,86.570,13.430,5.22,0.875,bicubic,-11.678,-7.108,+11 +rexnet_100.nav_in1k,224,65.820,34.180,86.530,13.470,4.80,0.875,bicubic,-12.042,-7.360,-18 +gcresnext26ts.ch_in1k,256,65.820,34.180,85.860,14.140,10.48,0.900,bicubic,-11.990,-8.176,-11 +repvgg_b1g4.rvgg_in1k,224,65.800,34.200,86.010,13.990,39.97,0.875,bilinear,-11.808,-7.836,0 +seresnext26t_32x4d.bt_in1k,224,65.790,34.210,85.630,14.370,16.81,0.875,bicubic,-12.190,-8.120,-31 +resnet34.ra4_e3600_r224_in1k,224,65.770,34.230,85.670,14.330,21.80,0.900,bicubic,-11.722,-7.828,+8 +resnet34.a2_in1k,288,65.760,34.240,86.070,13.930,21.80,1.000,bicubic,-11.390,-7.218,+33 +densenet161.tv_in1k,224,65.720,34.280,86.550,13.450,28.68,0.875,bicubic,-11.664,-7.106,+14 +regnetx_008.tv2_in1k,224,65.700,34.300,86.270,13.730,7.26,0.965,bicubic,-11.594,-7.394,+20 +eca_resnext26ts.ch_in1k,256,65.690,34.310,85.840,14.160,10.30,0.900,bicubic,-11.756,-7.734,+9 +skresnet34.ra_in1k,224,65.680,34.320,85.980,14.020,22.28,0.875,bicubic,-11.276,-7.340,+41 +cs3darknet_m.c2ns_in1k,256,65.670,34.330,86.620,13.380,9.31,0.887,bicubic,-11.304,-6.962,+38 +resnet50.a3_in1k,224,65.670,34.330,85.680,14.320,25.56,0.950,bicubic,-12.382,-8.100,-49 +resnext50_32x4d.a3_in1k,160,65.670,34.330,85.270,14.730,25.03,0.950,bicubic,-12.062,-8.044,-16 +mobilenetv3_large_100.miil_in21k_ft_in1k,224,65.660,34.340,85.210,14.790,5.48,0.875,bilinear,-12.260,-7.684,-34 +hgnetv2_b0.ssld_stage1_in22k_in1k,224,65.630,34.370,86.390,13.610,6.00,0.965,bicubic,-11.238,-7.230,+45 +xcit_tiny_12_p16_224.fb_in1k,224,65.630,34.370,86.250,13.750,6.72,1.000,bicubic,-11.492,-7.478,+24 +res2next50.in1k,224,65.630,34.370,85.800,14.200,24.67,0.875,bilinear,-12.608,-8.104,-68 +mobilenetv1_125.ra4_e3600_r224_in1k,256,65.610,34.390,85.920,14.080,6.27,1.000,bicubic,-12.002,-7.834,-16 +convnextv2_atto.fcmae_ft_in1k,288,65.600,34.400,86.090,13.910,3.71,0.950,bicubic,-12.194,-7.638,-28 +seresnext26ts.ch_in1k,256,65.590,34.410,86.060,13.940,10.39,0.900,bicubic,-12.270,-7.730,-35 +selecsls42b.in1k,224,65.580,34.420,85.870,14.130,32.46,0.875,bicubic,-11.604,-7.520,+15 +hardcorenas_d.miil_green_in1k,224,65.570,34.430,85.490,14.510,7.50,0.875,bilinear,-11.880,-7.990,-5 +convnext_atto_ols.a2_in1k,288,65.550,34.450,86.270,13.730,3.70,0.950,bicubic,-11.670,-7.430,+11 +ecaresnet50t.a3_in1k,160,65.550,34.450,85.710,14.290,25.57,0.950,bicubic,-12.236,-7.910,-30 +tf_efficientnetv2_b1.in1k,192,65.540,34.460,85.930,14.070,8.14,0.882,bicubic,-12.394,-7.892,-48 +poolformer_s12.sail_in1k,224,65.530,34.470,86.230,13.770,11.92,0.900,bicubic,-11.708,-7.308,+6 +resnet26t.ra2_in1k,256,65.470,34.530,86.210,13.790,16.01,0.940,bicubic,-12.408,-7.628,-45 +convmixer_1024_20_ks9_p14.in1k,224,65.440,34.560,85.510,14.490,24.38,0.960,bicubic,-11.504,-7.854,+25 +fastvit_t8.apple_dist_in1k,256,65.380,34.620,86.060,13.940,4.03,0.900,bicubic,-11.790,-7.214,+8 +mobileone_s2.apple_in1k,224,65.380,34.620,85.930,14.070,7.88,0.900,bilinear,-12.124,-7.734,-21 +densenetblur121d.ra_in1k,224,65.380,34.620,85.740,14.260,8.00,0.875,bicubic,-11.194,-7.448,+44 +tf_efficientnet_b0.ap_in1k,224,65.350,34.650,85.510,14.490,5.29,0.875,bicubic,-11.750,-7.822,+11 +tf_efficientnet_lite2.in1k,260,65.330,34.670,86.020,13.980,6.09,0.890,bicubic,-12.140,-7.736,-17 +dpn68b.mx_in1k,224,65.290,34.710,85.890,14.110,12.61,0.875,bicubic,-12.204,-7.944,-22 +densenet201.tv_in1k,224,65.280,34.720,85.650,14.350,20.01,0.875,bicubic,-12.004,-7.830,-5 +seresnext26d_32x4d.bt_in1k,224,65.260,34.740,85.800,14.200,16.81,0.875,bicubic,-12.332,-7.814,-30 +crossvit_9_dagger_240.in1k,240,65.250,34.750,86.440,13.560,8.78,0.875,bicubic,-11.740,-7.162,+12 +res2net50_48w_2s.in1k,224,65.240,34.760,85.920,14.080,25.29,0.875,bilinear,-12.288,-7.642,-29 +resnetrs50.tf_in1k,160,65.200,34.800,85.690,14.310,35.69,0.910,bicubic,-12.658,-8.120,-53 +hrnet_w18.ms_in1k,224,65.190,34.810,85.690,14.310,21.30,0.875,bilinear,-11.580,-7.758,+22 +dla60.in1k,224,65.150,34.850,85.820,14.180,22.04,0.875,bilinear,-11.886,-7.252,+5 +cs3darknet_focus_m.c2ns_in1k,256,65.130,34.870,86.020,13.980,9.30,0.887,bicubic,-11.624,-7.530,+22 +shvit_s3.in1k,224,65.090,34.910,85.850,14.150,14.25,0.875,bicubic,-12.266,-7.460,-19 +ese_vovnet19b_dw.ra_in1k,224,65.090,34.910,85.440,14.560,6.54,0.875,bicubic,-11.738,-7.836,+17 +resnet26d.bt_in1k,288,65.070,34.930,85.800,14.200,16.01,0.950,bicubic,-12.352,-7.834,-26 +gernet_s.idstcv_in1k,224,65.060,34.940,85.360,14.640,8.17,0.875,bilinear,-11.814,-7.782,+13 +resnet34.a1_in1k,224,65.040,34.960,85.170,14.830,21.80,0.950,bicubic,-11.380,-7.726,+35 +convnext_atto.d2_in1k,288,64.980,35.020,86.150,13.850,3.70,0.950,bicubic,-12.036,-7.554,0 +seresnet50.a3_in1k,224,64.980,35.020,85.120,14.880,28.09,0.950,bicubic,-12.056,-8.196,-2 +tf_efficientnet_cc_b0_4e.in1k,224,64.960,35.040,84.990,15.010,13.31,0.875,bicubic,-12.364,-8.344,-25 +mobilenetv2_120d.ra_in1k,224,64.940,35.060,85.840,14.160,5.83,0.875,bicubic,-12.360,-7.676,-24 +hardcorenas_c.miil_green_in1k,224,64.920,35.080,85.130,14.870,5.52,0.875,bilinear,-12.172,-8.062,-8 +ghostnetv2_130.in1k,224,64.880,35.120,85.420,14.580,8.96,0.875,bicubic,-11.866,-7.944,+12 +resnet34.bt_in1k,288,64.840,35.160,86.150,13.850,21.80,0.950,bicubic,-11.666,-7.192,+25 +legacy_seresnext26_32x4d.in1k,224,64.840,35.160,85.540,14.460,16.79,0.875,bicubic,-12.260,-7.718,-13 +repghostnet_150.in1k,224,64.820,35.180,85.940,14.060,6.58,0.875,bicubic,-12.654,-7.556,-42 +resnet50d.a3_in1k,160,64.820,35.180,84.940,15.060,25.58,0.950,bicubic,-12.402,-8.316,-24 +efficientformerv2_s0.snap_dist_in1k,224,64.740,35.260,85.560,14.440,3.60,0.950,bicubic,-11.362,-7.290,+33 +mixnet_m.ft_in1k,224,64.730,35.270,85.490,14.510,5.01,0.875,bicubic,-12.538,-7.928,-28 +fastvit_t8.apple_in1k,256,64.690,35.310,85.580,14.420,4.03,0.900,bicubic,-11.494,-7.462,+29 +resnet26d.bt_in1k,224,64.660,35.340,85.150,14.850,16.01,0.875,bicubic,-12.038,-8.006,+5 +tf_efficientnetv2_b0.in1k,192,64.630,35.370,85.410,14.590,7.14,0.875,bicubic,-12.246,-7.774,-4 +efficientvit_m5.r224_in1k,224,64.630,35.370,85.320,14.680,12.47,0.875,bicubic,-12.462,-7.848,-18 +resnext26ts.ra2_in1k,288,64.590,35.410,85.540,14.460,10.30,1.000,bicubic,-12.596,-7.930,-29 +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,64.580,35.420,85.570,14.430,5.48,1.000,bicubic,-12.602,-7.758,-28 +tf_efficientnet_lite1.in1k,240,64.580,35.420,85.390,14.610,5.42,0.882,bicubic,-12.094,-7.842,+1 +xcit_nano_12_p8_224.fb_dist_in1k,224,64.510,35.490,85.900,14.100,3.05,1.000,bicubic,-11.820,-7.170,+19 +densenet169.tv_in1k,224,64.490,35.510,85.310,14.690,14.15,0.875,bicubic,-11.432,-7.498,+32 +mobilenetv1_125.ra4_e3600_r224_in1k,224,64.470,35.530,85.100,14.900,6.27,0.900,bicubic,-12.450,-8.132,-13 +tf_mixnet_m.in1k,224,64.470,35.530,84.920,15.080,5.01,0.875,bicubic,-12.482,-8.244,-18 +levit_conv_128s.fb_dist_in1k,224,64.470,35.530,84.690,15.310,7.78,0.900,bicubic,-12.064,-8.192,+5 +levit_128s.fb_dist_in1k,224,64.450,35.550,84.690,15.310,7.78,0.900,bicubic,-12.070,-8.180,+6 +resnext26ts.ra2_in1k,256,64.440,35.560,85.010,14.990,10.30,0.900,bicubic,-12.328,-8.128,-10 +hardcorenas_b.miil_green_in1k,224,64.380,35.620,84.750,15.250,5.18,0.875,bilinear,-12.170,-8.016,0 +ghostnetv3_100.in1k,224,64.350,35.650,85.120,14.880,8.13,0.875,bicubic,-12.586,-8.004,-20 +tf_efficientnet_b0.aa_in1k,224,64.340,35.660,85.190,14.810,5.29,0.875,bicubic,-12.542,-8.080,-19 +resmlp_12_224.fb_in1k,224,64.330,35.670,85.600,14.400,15.35,0.875,bicubic,-12.330,-7.570,-9 +mobilenetv1_100h.ra4_e3600_r224_in1k,256,64.330,35.670,85.510,14.490,5.28,0.950,bicubic,-12.268,-7.762,-6 +repvgg_a2.rvgg_in1k,224,64.290,35.710,85.070,14.930,28.21,0.875,bilinear,-12.198,-7.946,+1 +regnetx_016.pycls_in1k,224,64.270,35.730,85.430,14.570,9.19,0.875,bicubic,-12.666,-8.002,-26 +convnextv2_atto.fcmae_ft_in1k,224,64.260,35.740,85.050,14.950,3.71,0.875,bicubic,-12.384,-7.992,-12 +xcit_nano_12_p16_384.fb_dist_in1k,384,64.250,35.750,85.260,14.740,3.05,1.000,bicubic,-11.210,-7.412,+37 +densenet121.ra_in1k,288,64.170,35.830,85.700,14.300,7.98,0.950,bicubic,-12.316,-7.678,-2 +resnet26.bt_in1k,288,64.090,35.910,85.140,14.860,16.00,0.950,bicubic,-12.294,-8.038,-2 +convnext_atto_ols.a2_in1k,224,64.090,35.910,84.810,15.190,3.70,0.875,bicubic,-11.812,-8.032,+18 +resnet34.a2_in1k,224,64.020,35.980,84.320,15.680,21.80,0.950,bicubic,-11.500,-8.134,+29 +vit_small_patch32_224.augreg_in21k_ft_in1k,224,63.920,36.080,85.590,14.410,22.88,0.900,bicubic,-12.090,-7.676,+8 +resnetv2_18d.ra4_e3600_r224_in1k,288,63.910,36.090,85.450,14.550,11.71,1.000,bicubic,-12.148,-7.560,+5 +resnet18d.ra4_e3600_r224_in1k,288,63.890,36.110,85.270,14.730,11.71,1.000,bicubic,-12.122,-7.514,+5 +mobilenetv1_100.ra4_e3600_r224_in1k,256,63.890,36.110,85.110,14.890,4.23,0.950,bicubic,-12.198,-7.896,+2 +dpn68.mx_in1k,224,63.880,36.120,85.070,14.930,12.61,0.875,bicubic,-12.424,-7.924,-3 +mobilenetv2_140.ra_in1k,224,63.860,36.140,84.960,15.040,6.11,0.875,bicubic,-12.668,-8.048,-15 +tf_efficientnet_es.in1k,224,63.860,36.140,84.590,15.410,5.44,0.875,bicubic,-12.748,-8.586,-22 +regnety_008.pycls_in1k,224,63.800,36.200,85.240,14.760,6.26,0.875,bicubic,-12.534,-7.820,-9 +repghostnet_130.in1k,224,63.770,36.230,84.780,15.220,5.48,0.875,bicubic,-12.608,-8.118,-11 +densenet121.ra_in1k,224,63.740,36.260,84.580,15.420,7.98,0.875,bicubic,-11.834,-8.068,+17 +hardcorenas_a.miil_green_in1k,224,63.740,36.260,84.490,15.510,5.26,0.875,bilinear,-12.186,-7.996,+3 +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,63.710,36.290,84.800,15.200,5.48,0.950,bicubic,-12.600,-8.042,-11 +resnest14d.gluon_in1k,224,63.680,36.320,84.050,15.950,10.61,0.875,bilinear,-11.836,-8.462,+17 +convnext_atto.d2_in1k,224,63.670,36.330,84.950,15.050,3.70,0.875,bicubic,-12.002,-7.964,+6 +tf_efficientnet_b0.in1k,224,63.540,36.460,84.680,15.320,5.29,0.875,bicubic,-13.002,-8.328,-26 +regnety_004.tv2_in1k,224,63.520,36.480,84.820,15.180,4.34,0.965,bicubic,-12.074,-7.886,+11 +mobilevitv2_075.cvnets_in1k,256,63.500,36.500,84.880,15.120,2.87,0.888,bicubic,-12.112,-7.874,+8 +mixnet_s.ft_in1k,224,63.490,36.510,84.730,15.270,4.13,0.875,bicubic,-12.510,-8.066,-8 +resnet26.bt_in1k,224,63.450,36.550,84.200,15.800,16.00,0.875,bicubic,-11.848,-8.378,+20 +tf_mixnet_s.in1k,224,63.440,36.560,84.100,15.900,4.13,0.875,bicubic,-12.216,-8.532,+2 +mobilenetv3_rw.rmsp_in1k,224,63.320,36.680,84.620,15.380,5.48,0.875,bicubic,-12.296,-8.076,+1 +resnet34.bt_in1k,224,63.320,36.680,84.230,15.770,21.80,0.875,bicubic,-11.856,-7.936,+21 +mobilenetv3_large_100.ra_in1k,224,63.320,36.680,84.080,15.920,5.48,0.875,bicubic,-12.464,-8.448,-4 +efficientnet_es_pruned.in1k,224,63.280,36.720,84.840,15.160,5.44,0.875,bicubic,-11.730,-7.598,+27 +resnetv2_18.ra4_e3600_r224_in1k,288,63.280,36.720,84.720,15.280,11.69,1.000,bicubic,-12.084,-7.972,+12 +semnasnet_100.rmsp_in1k,224,63.230,36.770,84.480,15.520,3.89,0.875,bicubic,-12.222,-8.378,+9 +mixer_b16_224.goog_in21k_ft_in1k,224,63.220,36.780,83.090,16.910,59.88,0.875,bicubic,-13.396,-9.160,-43 +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,63.200,36.800,85.130,14.870,6.36,1.000,bicubic,-12.762,-8.142,-17 +efficientnet_lite0.ra_in1k,224,63.200,36.800,84.350,15.650,4.65,0.875,bicubic,-12.288,-8.158,+4 +resnet50.tv_in1k,224,63.190,36.810,84.640,15.360,25.56,0.875,bilinear,-12.966,-8.226,-26 +swiftformer_xs.dist_in1k,224,63.150,36.850,84.250,15.750,3.48,0.950,bicubic,-12.450,-8.064,-5 +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,63.110,36.890,84.900,15.100,5.72,0.900,bicubic,-12.342,-7.708,+2 +mobileone_s1.apple_in1k,224,63.060,36.940,84.260,15.740,4.83,0.900,bilinear,-12.700,-8.528,-15 +pit_ti_distilled_224.in1k,224,63.060,36.940,83.810,16.190,5.10,0.900,bicubic,-11.216,-8.110,+38 +ghostnetv2_100.in1k,224,63.040,36.960,84.190,15.810,6.16,0.875,bicubic,-12.146,-8.144,+6 +inception_next_atto.sail_in1k,224,62.930,37.070,84.600,15.400,4.16,0.875,bicubic,-12.418,-7.958,+2 +mobilenetv1_100.ra4_e3600_r224_in1k,224,62.880,37.120,84.370,15.630,4.23,0.875,bicubic,-12.508,-7.940,-1 +resnet50.a3_in1k,160,62.870,37.130,84.020,15.980,25.56,0.950,bicubic,-13.124,-8.474,-27 +fasternet_t1.in1k,224,62.860,37.140,84.020,15.980,7.60,1.000,bicubic,-13.062,-8.956,-24 +mobilevit_xs.cvnets_in1k,256,62.850,37.150,84.690,15.310,2.32,0.900,bicubic,-11.768,-7.660,+22 +legacy_seresnet34.in1k,224,62.820,37.180,84.180,15.820,21.96,0.875,bilinear,-11.968,-7.954,+15 +mobilenetv1_100h.ra4_e3600_r224_in1k,224,62.760,37.240,84.420,15.580,5.28,0.875,bicubic,-12.904,-8.102,-24 +densenet121.tv_in1k,224,62.760,37.240,84.110,15.890,7.98,0.875,bicubic,-11.990,-8.048,+13 +regnety_006.pycls_in1k,224,62.760,37.240,84.100,15.900,6.06,0.875,bicubic,-12.514,-8.432,-3 +deit_tiny_distilled_patch16_224.fb_in1k,224,62.760,37.240,83.850,16.150,5.91,0.900,bicubic,-11.778,-8.048,+23 +edgenext_x_small.in1k,288,62.750,37.250,84.550,15.450,2.34,1.000,bicubic,-12.956,-8.210,-27 +tinynet_b.in1k,188,62.710,37.290,84.310,15.690,3.73,0.875,bicubic,-12.236,-7.884,+5 +seresnet50.a3_in1k,160,62.700,37.300,83.820,16.180,28.09,0.950,bicubic,-12.404,-8.276,-2 +hrnet_w18_small_v2.ms_in1k,224,62.690,37.310,83.910,16.090,15.60,0.875,bilinear,-12.404,-8.504,-2 +resnet18.fb_swsl_ig1b_ft_in1k,224,62.680,37.320,84.300,15.700,11.69,0.875,bilinear,-10.606,-7.454,+43 +mobilenetv2_110d.ra_in1k,224,62.670,37.330,84.460,15.540,4.52,0.875,bicubic,-12.386,-7.726,-3 +mobilenetv4_conv_small.e3600_r256_in1k,320,62.670,37.330,84.460,15.540,3.77,1.000,bicubic,-12.946,-8.308,-28 +tf_efficientnet_lite0.in1k,224,62.650,37.350,84.180,15.820,4.65,0.875,bicubic,-12.196,-8.000,+2 +dla34.in1k,224,62.610,37.390,83.860,16.140,15.74,0.875,bilinear,-12.022,-8.192,+7 +starnet_s2.in1k,224,62.580,37.420,84.170,15.830,3.68,0.875,bicubic,-12.086,-7.974,+4 +repvgg_b0.rvgg_in1k,224,62.570,37.430,83.680,16.320,15.82,0.875,bilinear,-12.588,-8.730,-12 +resnet34.gluon_in1k,224,62.540,37.460,83.970,16.030,21.80,0.875,bicubic,-12.034,-8.018,+7 +regnetx_008.pycls_in1k,224,62.510,37.490,83.980,16.020,7.26,0.875,bicubic,-12.544,-8.358,-8 +fbnetc_100.rmsp_in1k,224,62.460,37.540,83.490,16.510,5.57,0.875,bilinear,-12.660,-8.894,-14 +xcit_nano_12_p8_224.fb_in1k,224,62.380,37.620,84.130,15.870,3.05,1.000,bicubic,-11.520,-8.024,+21 +tf_mobilenetv3_large_100.in1k,224,62.380,37.620,83.800,16.200,5.48,0.875,bilinear,-13.130,-8.800,-30 +resnetv2_18d.ra4_e3600_r224_in1k,224,62.250,37.750,83.810,16.190,11.71,0.900,bicubic,-12.172,-8.118,+6 +edgenext_x_small.in1k,256,62.210,37.790,83.850,16.150,2.34,0.900,bicubic,-12.664,-8.454,-9 +repghostnet_111.in1k,224,62.200,37.800,83.750,16.250,4.54,0.875,bicubic,-12.860,-8.446,-16 +crossvit_9_240.in1k,240,62.170,37.830,84.210,15.790,8.55,0.875,bicubic,-11.824,-7.766,+12 +mnasnet_100.rmsp_in1k,224,62.080,37.920,83.710,16.290,4.38,0.875,bicubic,-12.592,-8.398,-8 +crossvit_tiny_240.in1k,240,62.060,37.940,83.780,16.220,7.01,0.875,bicubic,-11.292,-8.126,+24 +shvit_s2.in1k,224,62.050,37.950,83.980,16.020,11.48,0.875,bicubic,-13.134,-8.336,-26 +resnet18d.ra4_e3600_r224_in1k,224,62.000,38.000,83.900,16.100,11.71,0.900,bicubic,-12.356,-7.926,0 +efficientvit_m4.r224_in1k,224,61.930,38.070,83.440,16.560,8.80,0.875,bicubic,-12.414,-8.520,0 +regnety_004.pycls_in1k,224,61.920,38.080,83.450,16.550,4.34,0.875,bicubic,-12.084,-8.306,+5 +mobilenetv4_conv_small.e2400_r224_in1k,256,61.880,38.120,83.870,16.130,3.77,0.950,bicubic,-12.764,-8.152,-12 +vgg19_bn.tv_in1k,224,61.880,38.120,83.380,16.620,143.68,0.875,bilinear,-12.350,-8.468,-1 +repvgg_a1.rvgg_in1k,224,61.880,38.120,82.990,17.010,14.09,0.875,bilinear,-12.594,-8.862,-6 +regnetx_004_tv.tv2_in1k,224,61.810,38.190,83.720,16.280,5.50,0.965,bicubic,-12.786,-8.420,-12 +resnet18d.ra2_in1k,288,61.780,38.220,83.780,16.220,11.71,0.950,bicubic,-12.010,-8.054,+6 +mobilenetv4_conv_small.e1200_r224_in1k,256,61.630,38.370,83.080,16.920,3.77,0.950,bicubic,-12.652,-9.042,-6 +resnet18.a1_in1k,288,61.600,38.400,82.380,17.620,11.69,1.000,bicubic,-11.564,-8.674,+17 +mobilenetv4_conv_small.e3600_r256_in1k,256,61.590,38.410,83.780,16.220,3.77,0.950,bicubic,-12.944,-8.160,-13 +resnet18.fb_ssl_yfcc100m_ft_in1k,224,61.490,38.510,83.210,16.790,11.69,0.875,bilinear,-11.146,-8.206,+25 +starnet_s1.in1k,224,61.480,38.520,83.710,16.290,2.87,0.875,bicubic,-12.052,-7.794,+5 +repghostnet_100.in1k,224,61.460,38.540,82.550,17.450,4.07,0.875,bicubic,-12.748,-9.000,-8 +convit_tiny.fb_in1k,224,61.430,38.570,83.990,16.010,5.71,0.875,bicubic,-11.710,-7.714,+14 +resnet34.a3_in1k,224,61.360,38.640,82.510,17.490,21.80,0.950,bicubic,-11.636,-8.606,+16 +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,61.350,38.650,83.740,16.260,3.27,1.000,bicubic,-11.808,-7.718,+11 +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,61.220,38.780,82.840,17.160,2.16,0.900,bicubic,-12.014,-8.430,+8 +regnetx_006.pycls_in1k,224,61.210,38.790,83.300,16.700,6.20,0.875,bicubic,-12.694,-8.340,-8 +resnet34.tv_in1k,224,61.210,38.790,82.670,17.330,21.80,0.875,bilinear,-12.088,-8.752,+5 +hrnet_w18_small.gluon_in1k,224,61.210,38.790,81.900,18.100,13.19,0.875,bicubic,-12.724,-9.278,-10 +ghostnet_100.in1k,224,61.160,38.840,82.390,17.610,5.18,0.875,bicubic,-12.798,-9.152,-12 +spnasnet_100.rmsp_in1k,224,61.110,38.890,82.770,17.230,4.42,0.875,bilinear,-12.976,-9.056,-16 +efficientvit_m3.r224_in1k,224,61.050,38.950,83.040,16.960,6.90,0.875,bicubic,-12.344,-8.296,-3 +vit_base_patch32_224.augreg_in1k,224,61.010,38.990,82.740,17.260,88.22,0.900,bicubic,-13.898,-9.030,-40 +pit_ti_224.in1k,224,60.940,39.060,83.830,16.170,4.85,0.900,bicubic,-11.986,-7.582,+7 +mobilenetv4_conv_small.e2400_r224_in1k,224,60.900,39.100,82.710,17.290,3.77,0.875,bicubic,-12.856,-8.720,-12 +skresnet18.ra_in1k,224,60.880,39.120,82.870,17.130,11.96,0.875,bicubic,-12.140,-8.302,+2 +resnetv2_18.ra4_e3600_r224_in1k,224,60.830,39.170,82.870,17.130,11.69,0.900,bicubic,-12.742,-8.486,-12 +vgg16_bn.tv_in1k,224,60.820,39.180,83.000,17.000,138.37,0.875,bilinear,-12.534,-8.490,-8 +semnasnet_075.rmsp_in1k,224,60.630,39.370,82.510,17.490,2.91,0.875,bicubic,-12.370,-8.614,0 +convnext_zepto_rms.ra4_e3600_r224_in1k,224,60.610,39.390,82.740,17.260,2.16,0.875,bicubic,-12.210,-8.366,+3 +mobilenetv4_conv_small.e1200_r224_in1k,224,60.600,39.400,82.490,17.510,3.77,0.875,bicubic,-12.850,-8.850,-14 +xcit_nano_12_p16_224.fb_dist_in1k,224,60.350,39.650,82.500,17.500,3.05,1.000,bicubic,-11.968,-8.326,+9 +tf_mobilenetv3_large_075.in1k,224,60.320,39.680,81.800,18.200,3.99,0.875,bilinear,-13.122,-9.532,-15 +mobilenetv2_100.ra_in1k,224,60.220,39.780,82.120,17.880,3.50,0.875,bicubic,-12.690,-8.880,-2 +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,60.180,39.820,82.720,17.280,3.27,0.887,bicubic,-11.998,-8.110,+12 +resnet18.a2_in1k,288,60.120,39.880,81.810,18.190,11.69,1.000,bicubic,-12.244,-8.810,+3 +vit_base_patch32_224.sam_in1k,224,59.980,40.020,81.270,18.730,88.22,0.900,bicubic,-13.724,-9.742,-23 +deit_tiny_patch16_224.fb_in1k,224,59.920,40.080,82.750,17.250,5.72,0.900,bicubic,-12.270,-8.350,+8 +resnet18d.ra2_in1k,224,59.910,40.090,82.330,17.670,11.71,0.875,bicubic,-12.386,-8.352,+3 +shvit_s1.in1k,224,59.800,40.200,82.140,17.860,6.33,0.875,bicubic,-12.980,-8.884,-6 +legacy_seresnet18.in1k,224,59.760,40.240,81.620,18.380,11.78,0.875,bicubic,-11.982,-8.720,+11 +vgg19.tv_in1k,224,59.720,40.280,81.440,18.560,143.67,0.875,bilinear,-12.680,-9.438,-4 +repvgg_a0.rvgg_in1k,224,59.500,40.500,81.280,18.720,9.11,0.875,bilinear,-12.926,-9.226,-6 +edgenext_xx_small.in1k,288,59.430,40.570,81.850,18.150,1.33,1.000,bicubic,-12.456,-8.684,+6 +resnet18.a1_in1k,224,59.320,40.680,81.110,18.890,11.69,0.950,bicubic,-12.184,-8.976,+11 +regnetx_004.pycls_in1k,224,59.280,40.720,81.840,18.160,5.16,0.875,bicubic,-13.202,-9.000,-10 +repghostnet_080.in1k,224,59.090,40.910,81.250,18.750,3.28,0.875,bicubic,-13.150,-9.242,-2 +tf_mobilenetv3_large_minimal_100.in1k,224,58.990,41.010,80.910,19.090,3.92,0.875,bilinear,-13.280,-9.754,-5 +hrnet_w18_small.ms_in1k,224,58.910,41.090,81.320,18.680,13.19,0.875,bilinear,-13.430,-9.368,-9 +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,58.890,41.110,81.520,18.480,6.34,0.900,bicubic,-12.910,-9.290,+1 +vgg13_bn.tv_in1k,224,58.870,41.130,81.030,18.970,133.05,0.875,bilinear,-12.690,-9.342,+4 +lcnet_100.ra2_in1k,224,58.750,41.250,80.920,19.080,2.95,0.875,bicubic,-13.380,-9.456,-4 +pvt_v2_b0.in1k,224,58.710,41.290,82.030,17.970,3.67,0.900,bicubic,-11.944,-8.176,+11 +vgg16.tv_in1k,224,58.640,41.360,81.610,18.390,138.36,0.875,bilinear,-12.954,-8.788,0 +mobileone_s0.apple_in1k,224,58.420,41.580,80.070,19.930,5.29,0.875,bilinear,-12.978,-9.794,+3 +xcit_nano_12_p16_224.fb_in1k,224,58.410,41.590,80.750,19.250,3.05,1.000,bicubic,-11.572,-9.030,+14 +efficientvit_m2.r224_in1k,224,58.340,41.660,81.170,18.830,4.19,0.875,bicubic,-12.456,-8.982,+6 +resnet18.gluon_in1k,224,58.330,41.670,80.980,19.020,11.69,0.875,bicubic,-12.514,-8.770,+4 +resnet18.a2_in1k,224,58.190,41.810,80.200,19.800,11.69,0.950,bicubic,-12.444,-9.286,+6 +tinynet_c.in1k,184,58.170,41.830,80.260,19.740,2.46,0.875,bicubic,-13.044,-9.486,0 +resnet14t.c3_in1k,224,58.150,41.850,80.070,19.930,10.08,0.950,bicubic,-14.092,-10.248,-18 +resnet34.a3_in1k,160,58.150,41.850,80.070,19.930,21.80,0.950,bicubic,-12.430,-9.470,+5 +efficientvit_b0.r224_in1k,224,58.150,41.850,79.890,20.110,3.41,0.950,bicubic,-13.258,-9.544,-6 +edgenext_xx_small.in1k,256,58.100,41.900,81.230,18.770,1.33,0.900,bicubic,-13.032,-8.812,-3 +fasternet_t0.in1k,224,58.050,41.950,80.400,19.600,3.91,1.000,bicubic,-13.682,-9.674,-12 +mobilevitv2_050.cvnets_in1k,256,57.690,42.310,80.980,19.020,1.37,0.888,bicubic,-12.466,-8.950,+3 +resnet18.tv_in1k,224,57.350,42.650,80.080,19.920,11.69,0.875,bilinear,-12.402,-9.002,+5 +mobilevit_xxs.cvnets_in1k,256,57.250,42.750,79.730,20.270,1.27,0.900,bicubic,-11.686,-9.212,+7 +vgg13.tv_in1k,224,57.090,42.910,79.620,20.380,133.05,0.875,bilinear,-12.860,-9.642,+2 +vgg11_bn.tv_in1k,224,57.010,42.990,79.770,20.230,132.87,0.875,bilinear,-13.364,-10.032,-4 +resnet14t.c3_in1k,176,57.010,42.990,79.610,20.390,10.08,0.875,bicubic,-14.308,-10.070,-11 +regnety_002.pycls_in1k,224,56.970,43.030,79.780,20.220,3.16,0.875,bicubic,-13.318,-9.764,-4 +dla60x_c.in1k,224,56.230,43.770,78.840,21.160,1.32,0.875,bilinear,-11.698,-9.586,+8 +mixer_l16_224.goog_in21k_ft_in1k,224,56.210,43.790,75.710,24.290,208.20,0.875,bicubic,-15.874,-11.922,-25 +resnet18.a3_in1k,224,55.990,44.010,78.830,21.170,11.69,0.950,bicubic,-12.260,-9.342,+5 +repghostnet_058.in1k,224,55.970,44.030,78.350,21.650,2.55,0.875,bicubic,-12.968,-10.036,-2 +vgg11.tv_in1k,224,55.850,44.150,78.770,21.230,132.86,0.875,bilinear,-13.200,-9.860,-4 +regnetx_002.pycls_in1k,224,55.830,44.170,79.260,20.740,2.68,0.875,bicubic,-12.928,-9.308,-1 +efficientvit_m1.r224_in1k,224,55.570,44.430,78.950,21.050,2.98,0.875,bicubic,-12.770,-9.742,0 +resnet10t.c3_in1k,224,55.440,44.560,78.300,21.700,5.44,0.950,bicubic,-12.914,-9.734,-2 +lcnet_075.ra2_in1k,224,55.290,44.710,78.230,21.770,2.36,0.875,bicubic,-13.496,-10.154,-5 +mobilenetv3_small_100.lamb_in1k,224,54.630,45.370,77.670,22.330,2.54,0.875,bicubic,-13.006,-9.968,+1 +tf_mobilenetv3_small_100.in1k,224,54.580,45.420,76.970,23.030,2.54,0.875,bilinear,-13.342,-10.716,-1 +resnet10t.c3_in1k,176,54.030,45.970,76.500,23.500,5.44,0.875,bicubic,-12.694,-10.476,+2 +repghostnet_050.in1k,224,53.560,46.440,76.630,23.370,2.31,0.875,bicubic,-13.418,-10.306,-1 +tinynet_d.in1k,152,53.270,46.730,76.350,23.650,2.34,0.875,bicubic,-13.666,-10.728,-1 +dla46x_c.in1k,224,53.120,46.880,76.780,23.220,1.07,0.875,bilinear,-12.888,-10.166,+1 +mnasnet_small.lamb_in1k,224,53.120,46.880,75.850,24.150,2.03,0.875,bicubic,-13.084,-10.620,-1 +mobilenetv2_050.lamb_in1k,224,53.000,47.000,75.510,24.490,1.97,0.875,bicubic,-12.928,-10.604,0 +resnet18.a3_in1k,160,52.870,47.130,75.840,24.160,11.69,0.950,bicubic,-12.800,-10.428,+2 +mobilenetv4_conv_small_050.e3000_r224_in1k,256,52.460,47.540,75.930,24.070,2.24,0.950,bicubic,-13.366,-10.486,-1 +tf_mobilenetv3_small_075.in1k,224,52.320,47.680,75.520,24.480,2.04,0.875,bilinear,-13.386,-10.610,-1 +dla46_c.in1k,224,52.030,47.970,75.670,24.330,1.30,0.875,bilinear,-12.850,-10.660,+1 +mobilenetv3_small_075.lamb_in1k,224,51.820,48.180,74.710,25.290,2.04,0.875,bicubic,-13.464,-10.752,-1 +mobilenetv4_conv_small_050.e3000_r224_in1k,224,51.430,48.570,75.160,24.840,2.24,0.875,bicubic,-13.348,-10.340,0 +efficientvit_m0.r224_in1k,224,50.610,49.390,74.450,25.550,2.35,0.875,bicubic,-12.694,-10.690,0 +lcnet_050.ra2_in1k,224,50.050,49.950,73.430,26.570,1.88,0.875,bicubic,-13.088,-10.972,0 +tf_mobilenetv3_small_minimal_100.in1k,224,49.570,50.430,72.810,27.190,2.04,0.875,bilinear,-13.322,-11.460,0 +tinynet_e.in1k,106,46.760,53.240,70.230,29.770,2.04,0.875,bicubic,-13.114,-11.544,0 +test_vit3.r160_in1k,160,45.390,54.610,70.390,29.610,0.93,0.950,bicubic,-11.518,-10.358,+1 +mobilenetv3_small_050.lamb_in1k,224,44.840,55.160,67.760,32.240,1.59,0.875,bicubic,-13.078,-12.384,-1 +test_convnext2.r160_in1k,160,43.080,56.920,67.910,32.090,0.48,0.950,bicubic,-10.440,-10.648,0 +test_convnext3.r160_in1k,160,42.430,57.570,67.710,32.290,0.47,0.950,bicubic,-10.872,-10.616,0 +test_convnext.r160_in1k,160,37.780,62.220,63.470,36.530,0.27,0.950,bicubic,-9.994,-10.696,0 +test_nfnet.r160_in1k,160,36.860,63.140,61.770,38.230,0.38,0.950,bicubic,-10.774,-11.110,0 +test_efficientnet_evos.r160_in1k,160,35.770,64.230,59.730,40.270,0.36,0.950,bicubic,-10.734,-11.292,+1 +test_efficientnet.r160_in1k,160,35.180,64.820,59.400,40.600,0.36,0.950,bicubic,-11.326,-11.636,-1 +test_byobnet.r160_in1k,160,35.090,64.910,59.560,40.440,0.46,0.950,bicubic,-10.768,-11.444,0 +test_efficientnet_ln.r160_in1k,160,33.760,66.240,58.380,41.620,0.36,0.950,bicubic,-10.198,-10.946,0 +test_efficientnet_gn.r160_in1k,160,33.490,66.510,57.850,42.150,0.36,0.950,bicubic,-10.398,-11.306,0 +test_vit2.r160_in1k,160,32.830,67.170,58.110,41.890,0.46,0.950,bicubic,-9.420,-10.872,0 +test_resnet.r160_in1k,160,31.680,68.320,56.830,43.170,0.47,0.950,bilinear,-9.922,-11.154,0 +test_vit.r160_in1k,160,31.620,68.380,56.600,43.400,0.37,0.950,bicubic,-9.362,-10.782,0 diff --git a/results/results-sketch.csv b/results/results-sketch.csv index ab55f5f558..91678f20ca 100644 --- a/results/results-sketch.csv +++ b/results/results-sketch.csv @@ -1,1559 +1,1557 @@ -model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation -vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,71.7169,28.2831,90.666,9.334,414.14,1.0,bicubic -vit_so400m_patch14_siglip_378.webli_ft_in1k,378,71.4889,28.5111,90.6188,9.3812,429.38,1.0,bicubic -eva_giant_patch14_336.clip_ft_in1k,336,71.2001,28.7999,90.3358,9.6642,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,70.6675,29.3325,89.8347,10.1653,305.08,1.0,bicubic -eva02_large_patch14_448.mim_m38m_ft_in1k,448,70.5319,29.4681,89.8465,10.1535,305.08,1.0,bicubic -eva_giant_patch14_224.clip_ft_in1k,224,70.076,29.924,89.766,10.234,1012.56,0.9,bicubic -convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,70.0623,29.9377,90.3437,9.6563,846.47,1.0,bicubic -eva_giant_patch14_336.m30m_ft_in22k_in1k,336,68.0481,31.9519,87.8264,12.1736,1013.01,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,67.5608,32.4392,87.4963,12.5037,305.08,1.0,bicubic -eva_giant_patch14_560.m30m_ft_in22k_in1k,560,67.4802,32.5198,87.4708,12.5292,1014.45,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in1k,224,67.4252,32.5748,87.8697,12.1303,632.05,1.0,bicubic -eva02_large_patch14_448.mim_in22k_ft_in1k,448,66.987,33.013,87.455,12.545,305.08,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,66.4662,33.5338,87.4059,12.5941,200.13,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,65.747,34.253,87.0227,12.9773,200.13,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in1k,336,65.747,34.253,86.9481,13.0519,304.53,1.0,bicubic -vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,65.3226,34.6774,86.8164,13.1836,632.05,1.0,bicubic -vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,65.2892,34.7108,86.7653,13.2347,632.46,1.0,bicubic -convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,65.071,34.929,86.2878,13.7122,200.13,1.0,bicubic -convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,64.9178,35.0822,86.6278,13.3722,200.13,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in1k,224,64.8274,35.1726,86.5806,13.4194,304.2,1.0,bicubic -regnety_1280.swag_ft_in1k,384,64.1062,35.8938,86.05,13.95,644.81,1.0,bicubic -vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,64.0472,35.9528,85.9125,14.0875,304.53,1.0,bicubic -eva_large_patch14_336.in22k_ft_in1k,336,63.0883,36.9117,84.3994,15.6006,304.53,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in1k,224,62.6442,37.3558,85.1265,14.8735,304.2,1.0,bicubic -beit3_large_patch16_224.in22k_ft_in1k,224,62.0822,37.9178,83.2361,16.7639,304.57,1.0,bicubic -vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,62.0625,37.9375,84.3483,15.6517,304.2,1.0,bicubic -vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,61.6597,38.3403,83.6743,16.3257,304.53,1.0,bicubic -vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,61.3944,38.6056,83.3893,16.6107,304.2,1.0,bicubic -eva_large_patch14_196.in22k_ft_in1k,196,61.1488,38.8512,82.7586,17.2414,304.14,1.0,bicubic -eva_large_patch14_336.in22k_ft_in22k_in1k,336,60.9346,39.0654,82.1533,17.8467,304.53,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,60.8147,39.1853,83.2125,16.7875,88.59,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in1k,256,60.3176,39.6824,82.7193,17.2807,88.59,1.0,bicubic -regnety_1280.swag_lc_in1k,224,59.9383,40.0617,83.1535,16.8465,644.81,0.965,bicubic -eva_large_patch14_196.in22k_ft_in22k_in1k,196,59.8636,40.1364,81.1217,18.8783,304.14,1.0,bicubic -convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,59.8479,40.1521,82.8096,17.1904,88.59,1.0,bicubic -beit3_large_patch16_224.indomain_in22k_ft_in1k,224,59.6357,40.3643,81.2415,18.7585,304.57,1.0,bicubic -convnext_base.clip_laiona_augreg_ft_in1k_384,384,59.4097,40.5903,82.2516,17.7484,88.59,1.0,bicubic -eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,58.5176,41.4824,80.7915,19.2085,87.12,1.0,bicubic -resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,58.4173,41.5827,80.4024,19.5976,468.53,0.875,bilinear -beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,58.378,41.622,80.2236,19.7764,304.43,0.95,bicubic -eva02_base_patch14_448.mim_in22k_ft_in1k,448,58.0322,41.9678,80.7326,19.2674,87.12,1.0,bicubic -regnety_320.swag_ft_in1k,384,57.9202,42.0798,81.497,18.503,145.05,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_384,384,57.8868,42.1132,79.6557,20.3443,660.29,1.0,bicubic -convnextv2_huge.fcmae_ft_in22k_in1k_512,512,57.8593,42.1407,79.4278,20.5722,660.29,1.0,bicubic -resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,57.6981,42.3019,79.9131,20.0869,194.03,0.875,bilinear -resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,57.4604,42.5396,80.4024,19.5976,194.03,0.875,bilinear -beit_large_patch16_384.in22k_ft_in22k_in1k,384,56.9789,43.0211,79.1664,20.8336,305.0,1.0,bicubic -vit_base_patch16_clip_384.laion2b_ft_in1k,384,56.8689,43.1311,79.9898,20.0102,86.86,1.0,bicubic -beit_large_patch16_512.in22k_ft_in22k_in1k,512,56.7962,43.2038,78.8972,21.1028,305.67,1.0,bicubic -resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,56.4483,43.5517,78.9738,21.0262,88.79,0.875,bilinear -maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,56.2794,43.7206,77.3035,22.6965,116.14,1.0,bicubic -maxvit_xlarge_tf_384.in21k_ft_in1k,384,56.2302,43.7698,78.7262,21.2738,475.32,1.0,bicubic -maxvit_xlarge_tf_512.in21k_ft_in1k,512,56.1614,43.8386,78.6811,21.3189,475.77,1.0,bicubic -maxvit_base_tf_512.in21k_ft_in1k,512,56.1084,43.8916,78.6614,21.3386,119.88,1.0,bicubic -deit3_huge_patch14_224.fb_in22k_ft_in1k,224,55.7842,44.2158,77.6356,22.3644,632.13,1.0,bicubic -maxvit_base_tf_384.in21k_ft_in1k,384,55.7016,44.2984,78.0267,21.9733,119.65,1.0,bicubic -regnety_320.swag_lc_in1k,224,55.454,44.546,79.7618,20.2382,145.05,0.965,bicubic -vit_base_patch16_clip_224.laion2b_ft_in1k,224,55.4265,44.5735,79.0682,20.9318,86.57,1.0,bicubic -regnety_160.swag_ft_in1k,384,55.1789,44.8211,79.3374,20.6626,83.59,1.0,bicubic -maxvit_large_tf_512.in21k_ft_in1k,512,55.1514,44.8486,77.2583,22.7417,212.33,1.0,bicubic -maxvit_large_tf_384.in21k_ft_in1k,384,55.0708,44.9292,77.1463,22.8537,212.03,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k_384,384,55.006,44.994,76.773,23.227,350.2,1.0,bicubic -beit_large_patch16_224.in22k_ft_in22k_in1k,224,54.9726,45.0274,77.616,22.384,304.43,0.9,bicubic -resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,54.9608,45.0392,77.5256,22.4744,88.79,0.875,bilinear -deit3_large_patch16_384.fb_in22k_ft_in1k,384,54.9117,45.0883,77.3763,22.6237,304.76,1.0,bicubic -vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,54.8645,45.1355,76.7258,23.2742,136.5,1.0,bicubic -maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,54.7898,45.2102,76.8614,23.1386,116.09,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k_384,384,54.442,45.558,76.828,23.172,98.75,1.0,bicubic -deit3_large_patch16_224.fb_in22k_ft_in1k,224,54.385,45.615,76.5549,23.4451,304.37,1.0,bicubic -vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,54.2946,45.7054,76.5057,23.4943,136.33,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,224,54.2868,45.7132,77.2918,22.7082,75.26,0.965,bicubic -beitv2_large_patch16_224.in1k_ft_in1k,224,54.1649,45.8351,75.5645,24.4355,304.43,0.95,bicubic -convnextv2_large.fcmae_ft_in22k_in1k_384,384,53.9173,46.0827,76.0341,23.9659,197.96,1.0,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,224,53.8545,46.1455,76.995,23.005,75.26,0.965,bicubic -maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,53.7837,46.2163,75.1597,24.8403,116.14,0.95,bicubic -resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,53.6462,46.3538,76.4075,23.5925,44.18,0.875,bilinear -vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,53.4909,46.5091,75.7001,24.2999,86.86,1.0,bicubic -hgnetv2_b6.ssld_stage1_in22k_in1k,288,53.1687,46.8313,76.1776,23.8224,75.26,1.0,bicubic -vit_base_patch16_clip_384.openai_ft_in1k,384,53.096,46.904,76.6826,23.3174,86.86,1.0,bicubic -regnety_160.swag_lc_in1k,224,53.0901,46.9099,78.1623,21.8377,83.59,0.965,bicubic -hgnetv2_b6.ssld_stage2_ft_in1k,288,53.0115,46.9885,76.0498,23.9502,75.26,1.0,bicubic -vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,52.9898,47.0102,74.9966,25.0034,136.06,1.0,bicubic -convnextv2_base.fcmae_ft_in22k_in1k_384,384,52.9191,47.0809,75.083,24.917,88.72,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k_384,384,52.8955,47.1045,74.9612,25.0388,99.88,1.0,bicubic -vit_large_patch16_384.augreg_in21k_ft_in1k,384,52.7992,47.2008,74.7352,25.2648,304.72,1.0,bicubic -caformer_b36.sail_in22k_ft_in1k,224,52.7874,47.2126,75.2815,24.7185,98.75,1.0,bicubic -vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,52.7599,47.2401,74.8335,25.1665,134.42,1.0,bicubic -convnext_large.fb_in22k_ft_in1k_384,384,52.7324,47.2676,74.7156,25.2844,197.77,1.0,bicubic -convformer_b36.sail_in22k_ft_in1k,224,52.7265,47.2735,74.9081,25.0919,99.88,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,224,52.5674,47.4326,74.3894,25.6106,350.2,0.875,bicubic -coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,52.4062,47.5938,73.8057,26.1943,73.88,1.0,bicubic -swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,52.3158,47.6842,74.4129,25.5871,196.74,1.0,bicubic -convnext_xlarge.fb_in22k_ft_in1k,288,52.2077,47.7923,73.9138,26.0862,350.2,1.0,bicubic -mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,52.1115,47.8885,74.2695,25.7305,101.66,1.0,bicubic -vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,52.0348,47.9652,73.5483,26.4517,329.09,1.0,bicubic -vit_large_patch16_224.augreg_in21k_ft_in1k,224,51.8324,48.1676,73.7036,26.2964,304.33,0.9,bicubic -vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,51.8147,48.1853,74.6684,25.3316,86.57,0.95,bicubic -vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,51.6516,48.3484,73.6348,26.3652,134.13,0.95,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,224,51.6497,48.3503,73.68,26.32,197.96,0.875,bicubic -convnext_base.fb_in22k_ft_in1k_384,384,51.5514,48.4486,74.5387,25.4613,88.59,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k_475,475,51.4119,48.5881,73.8136,26.1864,480.31,0.936,bicubic -maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,51.1879,48.8121,73.1356,26.8644,116.09,0.95,bicubic -vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,51.1604,48.8396,74.3461,25.6539,86.86,0.95,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,51.0562,48.9438,73.3223,26.6777,101.66,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k_384,384,51.0405,48.9595,73.4127,26.5873,56.2,1.0,bicubic -swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,51.0071,48.9929,73.283,26.717,87.92,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in1k,224,50.9933,49.0067,74.8236,25.1764,86.57,0.9,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,384,50.8008,49.1992,72.7878,27.2122,208.12,1.0,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,224,50.7791,49.2209,73.6485,26.3515,39.57,0.965,bicubic -seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,50.7713,49.2287,73.6446,26.3554,149.39,1.0,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,224,50.6652,49.3348,73.6367,26.3633,39.57,0.965,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,224,50.5551,49.4449,72.7466,27.2534,88.72,0.875,bicubic -resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,50.5315,49.4685,73.3263,26.6737,25.03,0.875,bilinear -swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,50.4726,49.5274,72.78,27.22,196.74,0.9,bicubic -swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,50.3429,49.6571,72.5343,27.4657,196.74,1.0,bicubic -mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,50.2938,49.7062,72.9097,27.0903,101.66,1.0,bicubic -convnextv2_large.fcmae_ft_in22k_in1k,288,50.1582,49.8418,72.3889,27.6111,197.96,1.0,bicubic -vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,50.0816,49.9184,72.552,27.448,64.27,1.0,bicubic -hiera_huge_224.mae_in1k_ft_in1k,224,50.0776,49.9224,71.2374,28.7626,672.78,0.9,bicubic -convnext_large.fb_in22k_ft_in1k,288,49.9401,50.0599,72.2081,27.7919,197.77,1.0,bicubic -convnext_large.fb_in22k_ft_in1k,224,49.9243,50.0757,72.2022,27.7978,197.77,0.875,bicubic -nextvit_large.bd_ssld_6m_in1k_384,384,49.7947,50.2053,72.835,27.165,57.87,1.0,bicubic -tf_efficientnetv2_xl.in21k_ft_in1k,512,49.7573,50.2427,72.1158,27.8842,208.12,1.0,bicubic -caformer_m36.sail_in22k_ft_in1k,224,49.7082,50.2918,72.1374,27.8626,56.2,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,384,49.7062,50.2938,72.7387,27.2613,118.52,1.0,bicubic -vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,49.6984,50.3016,72.8743,27.1257,86.57,0.95,bicubic -beit3_base_patch16_224.in22k_ft_in1k,224,49.6591,50.3409,72.7191,27.2809,86.66,1.0,bicubic -nextvit_base.bd_ssld_6m_in1k_384,384,49.6453,50.3547,72.6208,27.3792,44.82,1.0,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,49.5667,50.4333,71.542,28.458,64.11,0.95,bicubic -beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,49.5235,50.4765,72.3968,27.6032,86.53,0.9,bicubic -resnet50.fb_swsl_ig1b_ft_in1k,224,49.5156,50.4844,72.3398,27.6602,25.56,0.875,bilinear -hgnet_base.ssld_in1k,224,49.3781,50.6219,71.5282,28.4718,71.58,0.965,bicubic -coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,49.3486,50.6514,70.8365,29.1635,73.88,0.95,bicubic -convnextv2_base.fcmae_ft_in22k_in1k,288,49.1619,50.8381,71.2335,28.7665,88.72,1.0,bicubic -convformer_m36.sail_in22k_ft_in1k_384,384,49.1285,50.8715,71.3848,28.6152,57.05,1.0,bicubic -vit_base_patch32_clip_224.laion2b_ft_in1k,224,49.0735,50.9265,72.5736,27.4264,88.22,0.9,bicubic -convformer_m36.sail_in22k_ft_in1k,224,49.0617,50.9383,71.4752,28.5248,57.05,1.0,bicubic -swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,48.985,51.015,71.3789,28.6211,196.53,0.9,bicubic -convnext_base.fb_in22k_ft_in1k,288,48.9497,51.0503,71.7051,28.2949,88.59,1.0,bicubic -beit3_base_patch16_224.indomain_in22k_ft_in1k,224,48.8455,51.1545,71.5223,28.4777,86.66,1.0,bicubic -convnext_base.fb_in22k_ft_in1k,224,48.8043,51.1957,71.9134,28.0866,88.59,0.875,bicubic -hgnetv2_b5.ssld_stage1_in22k_in1k,288,48.8003,51.1997,71.5361,28.4639,39.57,1.0,bicubic -tf_efficientnetv2_l.in21k_ft_in1k,480,48.7885,51.2115,72.0529,27.9471,118.52,1.0,bicubic -swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,48.7826,51.2174,71.3769,28.6231,87.92,0.9,bicubic -coatnet_2_rw_224.sw_in12k_ft_in1k,224,48.761,51.239,70.1193,29.8807,73.87,0.95,bicubic -beit_base_patch16_384.in22k_ft_in22k_in1k,384,48.6962,51.3038,72.0942,27.9058,86.74,1.0,bicubic -hgnetv2_b5.ssld_stage2_ft_in1k,288,48.6569,51.3431,71.3789,28.6211,39.57,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,224,48.5822,51.4178,69.5416,30.4584,660.29,0.875,bicubic -swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,48.5233,51.4767,71.8289,28.1711,87.9,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k_384,384,48.4781,51.5219,71.5086,28.4914,39.3,1.0,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,384,48.4447,51.5553,71.8977,28.1023,54.14,1.0,bicubic -maxvit_base_tf_512.in1k,512,48.2462,51.7538,70.8444,29.1556,119.88,1.0,bicubic -vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,48.2128,51.7872,70.8778,29.1222,328.99,0.9,bicubic -nextvit_large.bd_ssld_6m_in1k,224,48.0733,51.9267,71.145,28.855,57.87,0.95,bicubic -nextvit_base.bd_ssld_6m_in1k,224,48.0457,51.9543,70.7147,29.2853,44.82,0.95,bicubic -vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,48.0143,51.9857,69.6712,30.3288,64.11,0.95,bicubic -vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,47.9396,52.0604,70.9073,29.0927,88.3,1.0,bicubic -vit_base_patch8_224.augreg_in21k_ft_in1k,224,47.7726,52.2274,70.9839,29.0161,86.58,0.9,bicubic -tf_efficientnet_b7.ns_jft_in1k,600,47.7235,52.2765,69.6025,30.3975,66.35,0.949,bicubic -tf_efficientnet_b6.ns_jft_in1k,528,47.7078,52.2922,69.8972,30.1028,43.04,0.942,bicubic -deit3_base_patch16_384.fb_in22k_ft_in1k,384,47.6842,52.3158,69.7381,30.2619,86.88,1.0,bicubic -vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,47.584,52.416,70.0584,29.9416,88.34,1.0,bicubic -hrnet_w48_ssld.paddle_in1k,224,47.5368,52.4632,69.3981,30.6019,77.47,0.95,bilinear -vit_base_patch8_224.augreg2_in21k_ft_in1k,224,47.4995,52.5005,70.3335,29.6665,86.58,0.9,bicubic -tf_efficientnetv2_m.in21k_ft_in1k,480,47.4582,52.5418,70.923,29.077,54.14,1.0,bicubic -hgnet_base.ssld_in1k,288,47.4209,52.5791,69.3215,30.6785,71.58,1.0,bicubic -tf_efficientnet_l2.ns_jft_in1k,800,47.4012,52.5988,69.8442,30.1558,480.31,0.96,bicubic -deit3_base_patch16_224.fb_in22k_ft_in1k,224,47.3698,52.6302,69.8167,30.1833,86.59,1.0,bicubic -tiny_vit_21m_512.dist_in22k_ft_in1k,512,47.2381,52.7619,70.0407,29.9593,21.27,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k_384,384,47.1457,52.8543,69.4964,30.5036,40.01,1.0,bicubic -maxvit_large_tf_512.in1k,512,47.0573,52.9427,69.575,30.425,212.33,1.0,bicubic -convnextv2_huge.fcmae_ft_in1k,288,46.8844,53.1156,67.7789,32.2211,660.29,1.0,bicubic -convformer_s36.sail_in22k_ft_in1k,224,46.8765,53.1235,69.5514,30.4486,40.01,1.0,bicubic -convnext_small.fb_in22k_ft_in1k_384,384,46.8726,53.1274,69.5298,30.4702,50.22,1.0,bicubic -caformer_s36.sail_in22k_ft_in1k,224,46.7075,53.2925,69.7734,30.2266,39.3,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,46.5169,53.4831,69.5867,30.4133,93.59,0.95,bicubic -nextvit_small.bd_ssld_6m_in1k_384,384,46.4344,53.5656,69.1525,30.8475,31.76,1.0,bicubic -tiny_vit_21m_384.dist_in22k_ft_in1k,384,46.287,53.713,69.2036,30.7964,21.23,1.0,bicubic -maxvit_base_tf_384.in1k,384,46.2752,53.7248,68.5295,31.4705,119.65,1.0,bicubic -beit_base_patch16_224.in22k_ft_in22k_in1k,224,46.2595,53.7405,69.909,30.091,86.53,0.9,bicubic -hrnet_w48_ssld.paddle_in1k,288,46.2261,53.7739,68.1365,31.8635,77.47,1.0,bilinear -vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,46.2241,53.7759,69.3018,30.6982,88.3,0.95,bicubic -beitv2_base_patch16_224.in1k_ft_in1k,224,45.9982,54.0018,67.8712,32.1288,86.53,0.9,bicubic -convnextv2_large.fcmae_ft_in1k,224,45.9333,54.0667,67.0145,32.9855,197.96,0.875,bicubic -vit_base_patch16_384.augreg_in21k_ft_in1k,384,45.896,54.104,68.5315,31.4685,86.86,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,45.892,54.108,68.5708,31.4292,93.59,1.0,bicubic -hiera_large_224.mae_in1k_ft_in1k,224,45.837,54.163,66.2599,33.7401,213.74,0.9,bicubic -maxvit_large_tf_384.in1k,384,45.7977,54.2023,68.1228,31.8772,212.03,1.0,bicubic -tf_efficientnet_b8.ap_in1k,672,45.7623,54.2377,67.9047,32.0953,87.41,0.954,bicubic -vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,45.7545,54.2455,68.8833,31.1167,88.22,0.9,bicubic -vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,45.727,54.273,67.6787,32.3213,60.6,1.0,bicubic -convnext_small.in12k_ft_in1k_384,384,45.7171,54.2829,67.83,32.17,50.22,1.0,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,45.6464,54.3536,68.8557,31.1443,93.59,0.875,bicubic -tf_efficientnet_b5.ns_jft_in1k,456,45.615,54.385,67.8536,32.1464,30.39,0.934,bicubic -swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,45.5658,54.4342,68.506,31.494,87.77,0.9,bicubic -hgnet_small.ssld_in1k,224,45.3536,54.6464,67.8025,32.1975,24.36,0.965,bicubic -rdnet_large.nv_in1k_ft_in1k_384,384,45.3418,54.6582,66.6549,33.3451,186.27,1.0,bicubic -mvitv2_large.fb_in1k,224,45.3104,54.6896,65.2165,34.7835,217.99,0.9,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,224,45.2672,54.7328,67.6001,32.3999,19.8,0.965,bicubic -vit_base_patch16_224.augreg2_in21k_ft_in1k,224,45.106,54.894,67.4547,32.5453,86.57,0.9,bicubic -vit_base_patch32_clip_224.openai_ft_in1k,224,45.0333,54.9667,68.4686,31.5314,88.22,0.9,bicubic -nextvit_small.bd_ssld_6m_in1k,224,45.0196,54.9804,67.7121,32.2879,31.76,0.95,bicubic -vit_large_patch16_rope_mixed_224.naver_in1k,224,44.9527,55.0473,65.1752,34.8248,304.2,0.9,bicubic -vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,44.939,55.061,65.3953,34.6047,304.4,0.9,bicubic -seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,44.9036,55.0964,67.549,32.451,93.59,1.0,bicubic -tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.823,55.177,67.5549,32.4451,21.2,0.95,bicubic -convnextv2_large.fcmae_ft_in1k,288,44.8014,55.1986,65.8669,34.1331,197.96,1.0,bicubic -vit_large_patch16_rope_ape_224.naver_in1k,224,44.6383,55.3617,65.1555,34.8445,304.37,0.9,bicubic -regnety_160.lion_in12k_ft_in1k,224,44.5696,55.4304,66.3444,33.6556,83.59,0.95,bicubic -volo_d5_512.sail_in1k,512,44.5696,55.4304,65.7529,34.2471,296.09,1.15,bicubic -vit_large_patch16_rope_224.naver_in1k,224,44.546,55.454,65.7254,34.2746,304.17,0.9,bicubic -regnety_160.sw_in12k_ft_in1k,224,44.5303,55.4697,66.5095,33.4905,83.59,0.95,bicubic -rdnet_large.nv_in1k,224,44.5224,55.4776,65.0121,34.9879,186.27,0.9,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,44.4418,55.5582,65.5132,34.4868,60.4,0.95,bicubic -convnext_small.in12k_ft_in1k,224,44.3259,55.6741,66.309,33.691,50.22,0.95,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,44.3121,55.6879,66.6195,33.3805,28.64,1.0,bicubic -cait_m48_448.fb_dist_in1k,448,44.2512,55.7488,64.7036,35.2964,356.46,1.0,bicubic -deit3_large_patch16_384.fb_in1k,384,44.1805,55.8195,64.8293,35.1707,304.76,1.0,bicubic -dm_nfnet_f6.dm_in1k,448,44.1254,55.8746,65.8826,34.1174,438.36,0.956,bicubic -volo_d5_448.sail_in1k,448,44.0999,55.9001,65.0691,34.9309,295.91,1.15,bicubic -eva02_small_patch14_336.mim_in22k_ft_in1k,336,44.0134,55.9866,65.9317,34.0683,22.13,1.0,bicubic -dm_nfnet_f5.dm_in1k,416,43.9289,56.0711,64.8608,35.1392,377.21,0.954,bicubic -deit3_huge_patch14_224.fb_in1k,224,43.811,56.189,64.3282,35.6718,632.13,0.9,bicubic -hgnetv2_b4.ssld_stage2_ft_in1k,288,43.7934,56.2066,66.3935,33.6065,19.8,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,43.6165,56.3835,64.1062,35.8938,60.4,0.95,bicubic -convnext_small.fb_in22k_ft_in1k,224,43.6106,56.3894,66.5645,33.4355,50.22,0.875,bicubic -convnext_small.fb_in22k_ft_in1k,288,43.5929,56.4071,66.4466,33.5534,50.22,1.0,bicubic -deit3_large_patch16_224.fb_in1k,224,43.5575,56.4425,63.4813,36.5187,304.37,0.9,bicubic -vit_base_r50_s16_384.orig_in21k_ft_in1k,384,43.532,56.468,66.8003,33.1997,98.95,1.0,bicubic -hgnet_small.ssld_in1k,288,43.5124,56.4876,65.7215,34.2785,24.36,1.0,bicubic -tf_efficientnet_b4.ns_jft_in1k,380,43.4436,56.5564,65.464,34.536,19.34,0.922,bicubic -regnety_120.sw_in12k_ft_in1k,224,43.4003,56.5997,65.5957,34.4043,51.82,0.95,bicubic -dm_nfnet_f3.dm_in1k,320,43.3041,56.6959,64.228,35.772,254.92,0.94,bicubic -efficientvit_l3.r384_in1k,384,43.2883,56.7117,63.1728,36.8272,246.04,1.0,bicubic -volo_d5_224.sail_in1k,224,43.2824,56.7176,64.1042,35.8958,295.46,0.96,bicubic -deit3_medium_patch16_224.fb_in22k_ft_in1k,224,43.2667,56.7333,64.9119,35.0881,38.85,1.0,bicubic -vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.2608,56.7392,65.7116,34.2884,86.57,0.9,bicubic -volo_d4_448.sail_in1k,448,43.1292,56.8708,64.1278,35.8722,193.41,1.15,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,224,43.0859,56.9141,65.1123,34.8877,19.8,0.965,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,224,42.968,57.032,65.0927,34.9073,16.29,0.965,bicubic -efficientvit_l3.r320_in1k,320,42.9562,57.0438,62.3828,37.6172,246.04,1.0,bicubic -tf_efficientnetv2_l.in1k,384,42.8855,57.1145,64.0708,35.9292,118.52,1.0,bicubic -dm_nfnet_f4.dm_in1k,384,42.8698,57.1302,63.4715,36.5285,316.07,0.951,bicubic -efficientnet_b5.sw_in12k_ft_in1k,448,42.8698,57.1302,65.4051,34.5949,30.39,1.0,bicubic -xcit_large_24_p8_384.fb_dist_in1k,384,42.8639,57.1361,63.3713,36.6287,188.93,1.0,bicubic -regnety_160.lion_in12k_ft_in1k,288,42.7637,57.2363,64.228,35.772,83.59,1.0,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,42.7283,57.2717,64.0119,35.9881,38.88,0.95,bicubic -regnety_160.sw_in12k_ft_in1k,288,42.7185,57.2815,64.3223,35.6777,83.59,1.0,bicubic -convnext_small.in12k_ft_in1k,288,42.6811,57.3189,64.3145,35.6855,50.22,1.0,bicubic -maxvit_small_tf_512.in1k,512,42.6654,57.3346,64.5621,35.4379,69.13,1.0,bicubic -efficientvit_l3.r224_in1k,224,42.6418,57.3582,62.3062,37.6938,246.04,1.0,bicubic -xcit_large_24_p8_224.fb_dist_in1k,224,42.5731,57.4269,63.104,36.896,188.93,1.0,bicubic -caformer_b36.sail_in1k,224,42.4709,57.5291,62.8702,37.1298,98.75,1.0,bicubic -caformer_b36.sail_in1k_384,384,42.4473,57.5527,62.8151,37.1849,98.75,1.0,bicubic -maxvit_large_tf_224.in1k,224,42.4296,57.5704,63.3929,36.6071,211.79,0.95,bicubic -tf_efficientnet_b8.ra_in1k,672,42.4217,57.5783,64.8234,35.1766,87.41,0.954,bicubic -cait_m36_384.fb_dist_in1k,384,42.3923,57.6077,63.3496,36.6504,271.22,1.0,bicubic -mambaout_base_wide_rw.sw_e500_in1k,224,42.3117,57.6883,62.3003,37.6997,94.45,0.95,bicubic -volo_d4_224.sail_in1k,224,42.3097,57.6903,62.994,37.006,192.96,0.96,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,224,42.1152,57.8848,64.059,35.941,16.29,0.965,bicubic -efficientvit_l2.r288_in1k,288,42.0838,57.9162,61.4042,38.5958,63.71,1.0,bicubic -efficientvit_l3.r256_in1k,256,42.072,57.928,61.5418,38.4582,246.04,1.0,bicubic -hiera_base_plus_224.mae_in1k_ft_in1k,224,42.068,57.932,61.7363,38.2637,69.9,0.9,bicubic -caformer_s18.sail_in22k_ft_in1k_384,384,42.0228,57.9772,64.7704,35.2296,26.34,1.0,bicubic -deit3_small_patch16_384.fb_in22k_ft_in1k,384,41.9639,58.0361,64.5503,35.4497,22.21,1.0,bicubic -vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,41.9148,58.0852,63.721,36.279,39.03,0.95,bicubic -maxvit_tiny_tf_512.in1k,512,41.8676,58.1324,63.5776,36.4224,31.05,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,320,41.8479,58.1521,62.6383,37.3617,53.24,1.0,bicubic -caformer_s36.sail_in1k_384,384,41.7733,58.2267,62.768,37.232,39.3,1.0,bicubic -hgnetv2_b4.ssld_stage1_in22k_in1k,288,41.7065,58.2935,63.7269,36.2731,19.8,1.0,bicubic -hgnet_tiny.ssld_in1k,224,41.675,58.325,63.5776,36.4224,14.74,0.965,bicubic -mambaout_base_wide_rw.sw_e500_in1k,288,41.6691,58.3309,61.9898,38.0102,94.45,1.0,bicubic -regnetz_e8.ra3_in1k,256,41.6534,58.3466,63.2927,36.7073,57.7,0.94,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,224,41.6396,58.3604,63.8409,36.1591,28.64,0.875,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,448,41.6357,58.3643,62.9547,37.0453,45.88,1.0,bicubic -swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,41.6023,58.3977,64.5542,35.4458,49.61,0.9,bicubic -convformer_s18.sail_in22k_ft_in1k_384,384,41.563,58.437,63.3575,36.6425,26.77,1.0,bicubic -regnety_2560.seer_ft_in1k,384,41.5532,58.4468,64.906,35.094,1282.6,1.0,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,300,41.5296,58.4704,64.5562,35.4438,21.46,1.0,bicubic -coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,41.4942,58.5058,61.4848,38.5152,41.72,0.95,bicubic -caformer_m36.sail_in1k_384,384,41.4883,58.5117,61.532,38.468,56.2,1.0,bicubic -tf_efficientnet_b7.ap_in1k,600,41.4589,58.5411,62.8721,37.1279,66.35,0.949,bicubic -tf_efficientnet_b7.ra_in1k,600,41.4392,58.5608,63.0588,36.9412,66.35,0.949,bicubic -hgnetv2_b3.ssld_stage2_ft_in1k,288,41.4215,58.5785,63.6876,36.3124,16.29,1.0,bicubic -vit_base_patch16_rope_mixed_224.naver_in1k,224,41.4137,58.5863,61.2117,38.7883,86.44,0.9,bicubic -tf_efficientnet_b5.ap_in1k,456,41.392,58.608,62.1195,37.8805,30.39,0.934,bicubic -dm_nfnet_f5.dm_in1k,544,41.3351,58.6649,62.0193,37.9807,377.21,0.954,bicubic -regnety_120.sw_in12k_ft_in1k,288,41.3233,58.6767,63.2003,36.7997,51.82,1.0,bicubic -dm_nfnet_f3.dm_in1k,416,41.3076,58.6924,62.1352,37.8648,254.92,0.94,bicubic -resnetv2_152x4_bit.goog_in21k_ft_in1k,480,41.3036,58.6964,64.3597,35.6403,936.53,1.0,bilinear -convnextv2_base.fcmae_ft_in1k,224,41.2663,58.7337,61.4298,38.5702,88.72,0.875,bicubic -caformer_s18.sail_in22k_ft_in1k,224,41.1916,58.8084,63.9058,36.0942,26.34,1.0,bicubic -dm_nfnet_f6.dm_in1k,576,41.1838,58.8162,62.821,37.179,438.36,0.956,bicubic -vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,41.1798,58.8202,61.2293,38.7707,86.59,0.9,bicubic -tf_efficientnet_b6.ap_in1k,528,41.1169,58.8831,62.3769,37.6231,43.04,0.942,bicubic -convnext_tiny.in12k_ft_in1k_384,384,41.0973,58.9027,62.825,37.175,28.59,1.0,bicubic -efficientvit_l2.r224_in1k,224,41.0737,58.9263,60.7263,39.2737,63.71,1.0,bicubic -xcit_large_24_p16_384.fb_dist_in1k,384,41.0423,58.9577,61.2647,38.7353,189.1,1.0,bicubic -tf_efficientnetv2_l.in1k,480,40.9971,59.0029,62.0272,37.9728,118.52,1.0,bicubic -tf_efficientnetv2_s.in21k_ft_in1k,384,40.9971,59.0029,63.8507,36.1493,21.46,1.0,bicubic -xcit_large_24_p16_224.fb_dist_in1k,224,40.9794,59.0206,61.3335,38.6665,189.1,1.0,bicubic -hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,40.9244,59.0756,62.5577,37.4423,34.36,0.95,bicubic -maxvit_base_tf_224.in1k,224,40.8831,59.1169,61.1822,38.8178,119.47,0.95,bicubic -maxvit_small_tf_384.in1k,384,40.8576,59.1424,62.0802,37.9198,69.02,1.0,bicubic -edgenext_base.in21k_ft_in1k,320,40.8379,59.1621,61.7579,38.2421,18.51,1.0,bicubic -mambaout_base_short_rw.sw_e500_in1k,224,40.8104,59.1896,60.8049,39.1951,88.83,0.95,bicubic -resnetrs350.tf_in1k,288,40.7298,59.2702,61.587,38.413,163.96,1.0,bicubic -efficientvit_l2.r256_in1k,256,40.6748,59.3252,60.5986,39.4014,63.71,1.0,bicubic -hrnet_w18_ssld.paddle_in1k,224,40.6434,59.3566,62.3042,37.6958,21.3,0.95,bilinear -xcit_medium_24_p8_224.fb_dist_in1k,224,40.5078,59.4922,60.5141,39.4859,84.32,1.0,bicubic -tf_efficientnetv2_m.in1k,384,40.494,59.506,61.7992,38.2008,54.14,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,224,40.4901,59.5099,63.159,36.841,34.81,0.95,bicubic -vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,40.4803,59.5197,62.7739,37.2261,36.47,1.0,bicubic -tf_efficientnet_b4.ap_in1k,380,40.4763,59.5237,61.7462,38.2538,19.34,0.922,bicubic -vit_base_patch16_rope_224.naver_in1k,224,40.4331,59.5669,60.5475,39.4525,86.43,0.9,bicubic -mambaout_base_tall_rw.sw_e500_in1k,224,40.4311,59.5689,60.3962,39.6038,86.48,0.95,bicubic -hgnetv2_b3.ssld_stage1_in22k_in1k,288,40.3977,59.6023,62.4948,37.5052,16.29,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.3859,59.6141,61.9603,38.0397,32.59,0.95,bicubic -deit3_base_patch16_224.fb_in1k,224,40.3781,59.6219,60.1662,39.8338,86.59,0.9,bicubic -inception_next_base.sail_in1k_384,384,40.3388,59.6612,60.7872,39.2128,86.67,1.0,bicubic -convformer_s18.sail_in22k_ft_in1k,224,40.3073,59.6927,61.7226,38.2774,26.77,1.0,bicubic -ecaresnet269d.ra2_in1k,320,40.2955,59.7045,61.1055,38.8945,102.09,0.95,bicubic -vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,40.2897,59.7103,61.6656,38.3344,38.86,0.95,bicubic -flexivit_large.600ep_in1k,240,40.27,59.73,60.3569,39.6431,304.36,0.95,bicubic -hgnet_tiny.ssld_in1k,288,40.2307,59.7693,61.8287,38.1713,14.74,1.0,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,448,40.1914,59.8086,60.911,39.089,33.44,1.0,bicubic -deit3_small_patch16_224.fb_in22k_ft_in1k,224,40.1835,59.8165,61.8601,38.1399,22.06,1.0,bicubic -vit_base_patch16_224_miil.in21k_ft_in1k,224,40.1835,59.8165,60.8914,39.1086,86.54,0.875,bilinear -convnext_tiny.in12k_ft_in1k,224,40.1698,59.8302,61.5752,38.4248,28.59,0.95,bicubic -regnetz_e8.ra3_in1k,320,40.1324,59.8676,61.3119,38.6881,57.7,1.0,bicubic -xcit_medium_24_p8_384.fb_dist_in1k,384,40.1226,59.8774,60.5219,39.4781,84.32,1.0,bicubic -maxvit_rmlp_small_rw_224.sw_in1k,224,40.1148,59.8852,59.4785,40.5215,64.9,0.9,bicubic -rdnet_base.nv_in1k,224,40.1049,59.8951,60.1997,39.8003,87.45,0.9,bicubic -convnext_large.fb_in1k,224,40.1049,59.8951,60.1093,39.8907,197.77,0.875,bicubic -efficientvit_l1.r224_in1k,224,40.101,59.899,59.5099,40.4901,52.65,1.0,bicubic -vit_base_patch16_rope_ape_224.naver_in1k,224,40.0971,59.9029,60.0424,39.9576,86.59,0.9,bicubic -flexivit_large.1200ep_in1k,240,40.0833,59.9167,60.6379,39.3621,304.36,0.95,bicubic -maxvit_tiny_tf_384.in1k,384,40.0538,59.9462,60.9641,39.0359,30.98,1.0,bicubic -hiera_base_224.mae_in1k_ft_in1k,224,40.0479,59.9521,60.7617,39.2383,51.52,0.9,bicubic -flexivit_large.300ep_in1k,240,40.0145,59.9855,59.9894,40.0106,304.36,0.95,bicubic -mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,39.9988,60.0012,61.7226,38.2774,32.59,1.0,bicubic -edgenext_base.in21k_ft_in1k,256,39.9811,60.0189,61.2117,38.7883,18.51,0.95,bicubic -convnextv2_tiny.fcmae_ft_in22k_in1k,288,39.9595,60.0405,61.8169,38.1831,28.64,1.0,bicubic -xcit_medium_24_p16_384.fb_dist_in1k,384,39.9379,60.0621,60.2114,39.7886,84.4,1.0,bicubic -dm_nfnet_f4.dm_in1k,512,39.9222,60.0778,60.4138,39.5862,316.07,0.951,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,224,39.9163,60.0837,61.6774,38.3226,11.22,0.965,bicubic -mambaout_base_short_rw.sw_e500_in1k,288,39.8514,60.1486,59.901,40.099,88.83,1.0,bicubic -rdnet_small.nv_in1k,224,39.82,60.18,60.3176,39.6824,50.44,0.9,bicubic -vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,39.7984,60.2016,59.8066,40.1934,63.95,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k_384,384,39.7984,60.2016,61.53,38.47,28.59,1.0,bicubic -cait_s36_384.fb_dist_in1k,384,39.7669,60.2331,60.4689,39.5311,68.37,1.0,bicubic -convnextv2_base.fcmae_ft_in1k,288,39.761,60.239,59.8499,40.1501,88.72,1.0,bicubic -volo_d3_448.sail_in1k,448,39.7041,60.2959,59.7693,40.2307,86.63,1.0,bicubic -efficientnetv2_rw_m.agc_in1k,416,39.6726,60.3274,59.6907,40.3093,53.24,1.0,bicubic -xception65.ra3_in1k,299,39.649,60.351,60.9307,39.0693,39.92,0.94,bicubic -efficientvit_l2.r384_in1k,384,39.6431,60.3569,59.4647,40.5353,63.71,1.0,bicubic -caformer_m36.sail_in1k,224,39.6176,60.3824,58.6983,41.3017,56.2,1.0,bicubic -ecaresnet269d.ra2_in1k,352,39.6038,60.3962,60.3549,39.6451,102.09,1.0,bicubic -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,39.5921,60.4079,60.742,39.258,32.59,0.95,bicubic -eca_nfnet_l2.ra3_in1k,320,39.5881,60.4119,60.5396,39.4604,56.72,0.9,bicubic -resnetrs420.tf_in1k,320,39.5567,60.4433,60.3058,39.6942,191.89,1.0,bicubic -caformer_s36.sail_in1k,224,39.5469,60.4531,59.7791,40.2209,39.3,1.0,bicubic -convformer_b36.sail_in1k,224,39.5449,60.4551,58.0852,41.9148,99.88,1.0,bicubic -efficientnet_h_b5.sw_r448_e450_in1k,576,39.5036,60.4964,60.3863,39.6137,45.88,1.0,bicubic -tf_efficientnet_b3.ns_jft_in1k,300,39.4997,60.5003,61.4258,38.5742,12.23,0.904,bicubic -volo_d3_224.sail_in1k,224,39.4859,60.5141,59.8735,40.1265,86.33,0.96,bicubic -convnext_large.fb_in1k,288,39.4683,60.5317,59.2328,40.7672,197.77,1.0,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,224,39.4683,60.5317,61.2392,38.7608,11.22,0.965,bicubic -deit3_base_patch16_384.fb_in1k,384,39.4172,60.5828,58.9499,41.0501,86.88,1.0,bicubic -mambaout_base_tall_rw.sw_e500_in1k,288,39.3366,60.6634,59.671,40.329,86.48,1.0,bicubic -xcit_small_24_p8_224.fb_dist_in1k,224,39.3209,60.6791,59.4195,40.5805,47.63,1.0,bicubic -xcit_medium_24_p16_224.fb_dist_in1k,224,39.2835,60.7165,59.4824,40.5176,84.4,1.0,bicubic -inception_next_base.sail_in1k,224,39.2717,60.7283,59.2643,40.7357,86.67,0.95,bicubic -convformer_m36.sail_in1k,224,39.2423,60.7577,57.6451,42.3549,57.05,1.0,bicubic -efficientnet_b4.ra2_in1k,320,39.201,60.799,59.9422,40.0578,19.34,0.875,bicubic -coat_lite_medium_384.in1k,384,39.1853,60.8147,59.2898,40.7102,44.57,1.0,bicubic -efficientnetv2_rw_s.ra2_in1k,288,39.1538,60.8462,59.5924,40.4076,23.94,1.0,bicubic -efficientnet_b4.ra2_in1k,384,39.1342,60.8658,59.6593,40.3407,19.34,1.0,bicubic -tiny_vit_11m_224.dist_in22k_ft_in1k,224,39.1204,60.8796,61.0328,38.9672,11.0,0.95,bicubic -vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,39.0811,60.9189,58.8221,41.1779,60.23,0.95,bicubic -hrnet_w18_ssld.paddle_in1k,288,39.0792,60.9208,60.6379,39.3621,21.3,1.0,bilinear -mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,39.032,60.968,60.5455,39.4545,32.59,1.0,bicubic -xcit_small_24_p8_384.fb_dist_in1k,384,39.03,60.97,59.2053,40.7947,47.63,1.0,bicubic -vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.0222,60.9778,58.6335,41.3665,86.43,0.95,bicubic -tresnet_v2_l.miil_in21k_ft_in1k,224,39.0084,60.9916,59.4785,40.5215,46.17,0.875,bilinear -dm_nfnet_f2.dm_in1k,256,39.0084,60.9916,59.1405,40.8595,193.78,0.92,bicubic -maxvit_small_tf_224.in1k,224,39.0045,60.9955,59.3016,40.6984,68.93,0.95,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,38.9888,61.0112,62.487,37.513,236.34,1.0,bicubic -seresnext101d_32x8d.ah_in1k,224,38.9455,61.0545,58.942,41.058,93.59,0.95,bicubic -convformer_b36.sail_in1k_384,384,38.9436,61.0564,58.3977,41.6023,99.88,1.0,bicubic -mambaout_small_rw.sw_e450_in1k,224,38.8964,61.1036,58.8202,41.1798,48.5,1.0,bicubic -convnext_tiny.in12k_ft_in1k,288,38.8827,61.1173,59.8754,40.1246,28.59,1.0,bicubic -coatnet_rmlp_2_rw_224.sw_in1k,224,38.8669,61.1331,58.0813,41.9187,73.88,0.95,bicubic -vit_base_patch32_384.augreg_in21k_ft_in1k,384,38.8276,61.1724,60.3372,39.6628,88.3,1.0,bicubic -nextvit_large.bd_in1k_384,384,38.8237,61.1763,59.8184,40.1816,57.87,1.0,bicubic -regnetz_d32.ra3_in1k,256,38.7746,61.2254,60.0366,39.9634,27.58,0.95,bicubic -tf_efficientnetv2_m.in1k,480,38.7569,61.2431,59.8538,40.1462,54.14,1.0,bicubic -hgnetv2_b2.ssld_stage1_in22k_in1k,288,38.7431,61.2569,60.2999,39.7001,11.22,1.0,bicubic -eca_nfnet_l2.ra3_in1k,384,38.7314,61.2686,59.504,40.496,56.72,1.0,bicubic -efficientvit_b3.r288_in1k,288,38.694,61.306,58.4095,41.5905,48.65,1.0,bicubic -resnet200d.ra2_in1k,256,38.6901,61.3099,59.3507,40.6493,64.69,0.95,bicubic -efficientvit_b3.r256_in1k,256,38.6822,61.3178,58.6512,41.3488,48.65,1.0,bicubic -resnet152d.ra2_in1k,256,38.6724,61.3276,59.3095,40.6905,60.21,0.95,bicubic -xcit_small_12_p8_384.fb_dist_in1k,384,38.6685,61.3315,58.999,41.001,26.21,1.0,bicubic -davit_small.msft_in1k,224,38.6508,61.3492,58.2051,41.7949,49.75,0.95,bicubic -resnetrs270.tf_in1k,256,38.6095,61.3905,59.2997,40.7003,129.86,1.0,bicubic -regnetz_040_h.ra3_in1k,256,38.5918,61.4082,59.2604,40.7396,28.94,1.0,bicubic -convformer_m36.sail_in1k_384,384,38.5525,61.4475,57.7276,42.2724,57.05,1.0,bicubic -mvitv2_small.fb_in1k,224,38.5447,61.4553,58.1187,41.8813,34.87,0.9,bicubic -vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,38.5407,61.4593,58.7848,41.2152,38.74,0.95,bicubic -davit_base.msft_in1k,224,38.5014,61.4986,57.5134,42.4866,87.95,0.95,bicubic -xcit_small_24_p16_384.fb_dist_in1k,384,38.4975,61.5025,58.4036,41.5964,47.67,1.0,bicubic -resnetaa101d.sw_in12k_ft_in1k,224,38.4916,61.5084,59.2879,40.7121,44.57,0.95,bicubic -mvitv2_base.fb_in1k,224,38.4621,61.5379,57.9202,42.0798,51.47,0.9,bicubic -vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,38.4621,61.5379,59.3822,40.6178,22.52,0.95,bicubic -convnext_tiny.fb_in22k_ft_in1k,224,38.4582,61.5418,60.4394,39.5606,28.59,0.875,bicubic -xcit_small_12_p8_224.fb_dist_in1k,224,38.4543,61.5457,58.8359,41.1641,26.21,1.0,bicubic -rexnetr_300.sw_in12k_ft_in1k,288,38.4111,61.5889,60.5691,39.4309,34.81,1.0,bicubic -convformer_s36.sail_in1k,224,38.4032,61.5968,57.7197,42.2803,40.01,1.0,bicubic -fastvit_ma36.apple_dist_in1k,256,38.3855,61.6145,58.4861,41.5139,44.07,0.95,bicubic -hgnetv2_b2.ssld_stage2_ft_in1k,288,38.3776,61.6224,59.8224,40.1776,11.22,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,224,38.3659,61.6341,58.3564,41.6436,93.59,0.95,bicubic -tf_efficientnet_b5.ra_in1k,456,38.3541,61.6459,59.9304,40.0696,30.39,0.934,bicubic -dm_nfnet_f1.dm_in1k,224,38.2833,61.7167,58.1324,41.8676,132.63,0.91,bicubic -deit_base_distilled_patch16_384.fb_in1k,384,38.2499,61.7501,57.7964,42.2036,87.63,1.0,bicubic -convnext_base.fb_in1k,224,38.2362,61.7638,58.2189,41.7811,88.59,0.875,bicubic -seresnet152d.ra2_in1k,256,38.1438,61.8562,58.4232,41.5768,66.84,0.95,bicubic -xcit_large_24_p8_224.fb_in1k,224,38.1379,61.8621,57.8711,42.1289,188.93,1.0,bicubic -vit_base_patch16_384.orig_in21k_ft_in1k,384,38.1261,61.8739,60.4335,39.5665,86.86,1.0,bicubic -hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,38.0849,61.9151,58.2857,41.7143,34.36,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,38.0554,61.9446,58.6708,41.3292,37.76,0.95,bicubic -resnetv2_152x2_bit.goog_in21k_ft_in1k,448,38.0063,61.9937,61.1724,38.8276,236.34,1.0,bilinear -repvit_m2_3.dist_450e_in1k,224,37.9886,62.0114,58.1737,41.8263,23.69,0.95,bicubic -pvt_v2_b4.in1k,224,37.9532,62.0468,58.213,41.787,62.56,0.9,bicubic -efficientnet_x_b5.sw_r448_e450_in1k,576,37.9434,62.0566,58.606,41.394,33.44,1.0,bicubic -mambaout_small_rw.sw_e450_in1k,288,37.9178,62.0822,57.8612,42.1388,48.5,1.0,bicubic -regnetz_040.ra3_in1k,256,37.9119,62.0881,57.9438,42.0562,27.12,1.0,bicubic -cait_s24_384.fb_dist_in1k,384,37.908,62.092,58.0676,41.9324,47.06,1.0,bicubic -coat_lite_medium.in1k,224,37.8962,62.1038,57.8239,42.1761,44.57,0.9,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k_384,384,37.8864,62.1136,59.4431,40.5569,15.62,1.0,bicubic -resnet152d.ra2_in1k,320,37.8746,62.1254,58.3839,41.6161,60.21,1.0,bicubic -nextvit_large.bd_in1k,224,37.8667,62.1333,58.213,41.787,57.87,0.95,bicubic -convformer_s36.sail_in1k_384,384,37.8137,62.1863,57.478,42.522,40.01,1.0,bicubic -fasternet_l.in1k,224,37.7645,62.2355,57.4584,42.5416,93.47,1.0,bicubic -hiera_small_224.mae_in1k_ft_in1k,224,37.7626,62.2374,57.4957,42.5043,35.01,0.9,bicubic -resnetrs420.tf_in1k,416,37.7567,62.2433,58.2208,41.7792,191.89,1.0,bicubic -deit3_medium_patch16_224.fb_in1k,224,37.741,62.259,57.1047,42.8953,38.85,0.9,bicubic -resnetrs350.tf_in1k,384,37.739,62.261,58.1363,41.8637,163.96,1.0,bicubic -xcit_small_24_p16_224.fb_dist_in1k,224,37.7213,62.2787,57.3562,42.6438,47.67,1.0,bicubic -caformer_s18.sail_in1k_384,384,37.682,62.318,57.6018,42.3982,26.34,1.0,bicubic -mambaout_small.in1k,224,37.6742,62.3258,57.5252,42.4748,48.49,1.0,bicubic -vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,37.6584,62.3416,56.7824,43.2176,60.4,0.95,bicubic -convnext_nano.r384_in12k_ft_in1k,384,37.6349,62.3651,58.8929,41.1071,15.59,1.0,bicubic -regnety_640.seer_ft_in1k,384,37.6309,62.3691,59.842,40.158,281.38,1.0,bicubic -xcit_small_12_p16_384.fb_dist_in1k,384,37.6093,62.3907,57.7846,42.2154,26.25,1.0,bicubic -pvt_v2_b5.in1k,224,37.5464,62.4536,57.256,42.744,81.96,0.9,bicubic -mambaout_base.in1k,224,37.5386,62.4614,56.6449,43.3551,84.81,1.0,bicubic -resnet200d.ra2_in1k,320,37.5268,62.4732,58.3152,41.6848,64.69,1.0,bicubic -vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,37.4757,62.5243,57.0713,42.9287,60.4,0.95,bicubic -maxvit_rmlp_tiny_rw_256.sw_in1k,256,37.4069,62.5931,57.1872,42.8128,29.15,0.95,bicubic -efficientvit_b3.r224_in1k,224,37.3696,62.6304,57.1204,42.8796,48.65,0.95,bicubic -resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,37.3558,62.6442,59.4608,40.5392,236.34,0.875,bicubic -regnety_1280.seer_ft_in1k,384,37.3499,62.6501,59.1542,40.8458,644.81,1.0,bicubic -regnetz_d8_evos.ch_in1k,256,37.3303,62.6697,58.0106,41.9894,23.46,0.95,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,384,37.3204,62.6796,57.651,42.349,37.76,0.95,bicubic -convnext_base.fb_in1k,288,37.3126,62.6874,57.3248,42.6752,88.59,1.0,bicubic -resnest269e.in1k,416,37.3028,62.6972,57.4505,42.5495,110.93,0.928,bicubic -vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,37.2497,62.7503,59.0638,40.9362,36.43,0.9,bicubic -resmlp_big_24_224.fb_in22k_ft_in1k,224,37.2399,62.7601,58.1717,41.8283,129.14,0.875,bicubic -edgenext_base.usi_in1k,256,37.2202,62.7798,57.5743,42.4257,18.51,0.95,bicubic -pit_b_distilled_224.in1k,224,37.2084,62.7916,56.5053,43.4947,74.79,0.9,bicubic -rdnet_tiny.nv_in1k,224,37.2065,62.7935,57.3818,42.6182,23.86,0.9,bicubic -repvit_m2_3.dist_300e_in1k,224,37.2025,62.7975,57.2029,42.7971,23.69,0.95,bicubic -cait_s24_224.fb_dist_in1k,224,37.1534,62.8466,56.7156,43.2844,46.92,1.0,bicubic -vit_medium_patch16_reg4_gap_256.sbb_in1k,256,37.1475,62.8525,57.3051,42.6949,38.88,0.95,bicubic -dm_nfnet_f2.dm_in1k,352,37.1357,62.8643,56.9927,43.0073,193.78,0.92,bicubic -pvt_v2_b3.in1k,224,37.1279,62.8721,57.313,42.687,45.24,0.9,bicubic -tiny_vit_21m_224.in1k,224,37.12,62.88,57.4348,42.5652,21.2,0.95,bicubic -mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,37.1161,62.8839,57.6667,42.3333,37.76,1.0,bicubic -efficientformer_l7.snap_dist_in1k,224,37.1141,62.8859,56.9082,43.0918,82.23,0.95,bicubic -volo_d1_384.sail_in1k,384,37.1102,62.8898,57.1322,42.8678,26.78,1.0,bicubic -fastvit_sa36.apple_dist_in1k,256,37.1043,62.8957,57.1204,42.8796,31.53,0.9,bicubic -vit_base_patch32_224.augreg_in21k_ft_in1k,224,37.0984,62.9016,59.282,40.718,88.22,0.9,bicubic -resnetaa101d.sw_in12k_ft_in1k,288,37.0905,62.9095,57.8868,42.1132,44.57,1.0,bicubic -tf_efficientnet_b3.ap_in1k,300,37.0846,62.9154,57.2599,42.7401,12.23,0.904,bicubic -efficientnetv2_rw_s.ra2_in1k,384,37.0748,62.9252,56.8237,43.1763,23.94,1.0,bicubic -maxvit_tiny_tf_224.in1k,224,37.0669,62.9331,56.9278,43.0722,30.92,0.95,bicubic -convnext_small.fb_in1k,224,37.063,62.937,57.1283,42.8717,50.22,0.875,bicubic -swinv2_base_window16_256.ms_in1k,256,37.0001,62.9999,56.1379,43.8621,87.92,0.9,bicubic -regnetz_040_h.ra3_in1k,320,36.9903,63.0097,57.2599,42.7401,28.94,1.0,bicubic -xcit_small_12_p16_224.fb_dist_in1k,224,36.949,63.051,56.7333,43.2667,26.25,1.0,bicubic -rexnetr_200.sw_in12k_ft_in1k,224,36.9353,63.0647,58.8064,41.1936,16.52,0.95,bicubic -fasternet_m.in1k,224,36.9058,63.0942,56.7411,43.2589,53.52,1.0,bicubic -volo_d1_224.sail_in1k,224,36.9058,63.0942,56.6606,43.3394,26.63,0.96,bicubic -inception_next_small.sail_in1k,224,36.8842,63.1158,56.7647,43.2353,49.37,0.875,bicubic -seresnext101_32x8d.ah_in1k,224,36.7977,63.2023,55.7075,44.2925,93.57,0.95,bicubic -seresnet152d.ra2_in1k,320,36.7958,63.2042,56.7136,43.2864,66.84,1.0,bicubic -efficientformerv2_l.snap_dist_in1k,224,36.784,63.216,56.639,43.361,26.32,0.95,bicubic -eca_nfnet_l1.ra2_in1k,256,36.7152,63.2848,57.1224,42.8776,41.41,0.9,bicubic -seresnext101d_32x8d.ah_in1k,288,36.6975,63.3025,56.4228,43.5772,93.59,1.0,bicubic -maxxvit_rmlp_small_rw_256.sw_in1k,256,36.6916,63.3084,56.0121,43.9879,66.01,0.95,bicubic -regnetz_d8.ra3_in1k,256,36.6857,63.3143,58.0322,41.9678,23.37,0.94,bicubic -resnetrs200.tf_in1k,256,36.6563,63.3437,56.6724,43.3276,93.21,1.0,bicubic -volo_d2_224.sail_in1k,224,36.6189,63.3811,56.4798,43.5202,58.68,0.96,bicubic -caformer_s18.sail_in1k,224,36.617,63.383,55.8451,44.1549,26.34,1.0,bicubic -fastvit_ma36.apple_in1k,256,36.5718,63.4282,56.5211,43.4789,44.07,0.95,bicubic -xception65p.ra3_in1k,299,36.5678,63.4322,56.4346,43.5654,39.82,0.94,bicubic -mobilenetv4_hybrid_large.e600_r384_in1k,448,36.558,63.442,56.7195,43.2805,37.76,1.0,bicubic -seresnextaa101d_32x8d.ah_in1k,288,36.5482,63.4518,56.3737,43.6263,93.59,1.0,bicubic -fastvit_sa36.apple_in1k,256,36.5403,63.4597,55.9944,44.0056,31.53,0.9,bicubic -nextvit_base.bd_in1k,224,36.5383,63.4617,56.4837,43.5163,44.82,0.95,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,256,36.5207,63.4793,56.409,43.591,38.61,0.95,bicubic -focalnet_base_srf.ms_in1k,224,36.4656,63.5344,56.1988,43.8012,88.15,0.9,bicubic -resnetv2_101x3_bit.goog_in21k_ft_in1k,448,36.444,63.556,59.0344,40.9656,387.93,1.0,bilinear -regnetz_d32.ra3_in1k,320,36.4283,63.5717,57.3719,42.6281,27.58,0.95,bicubic -volo_d2_384.sail_in1k,384,36.4263,63.5737,56.2951,43.7049,58.87,1.0,bicubic -deit_base_distilled_patch16_224.fb_in1k,224,36.4165,63.5835,56.6704,43.3296,87.34,0.9,bicubic -efficientnet_b3.ra2_in1k,320,36.4145,63.5855,56.8315,43.1685,12.23,1.0,bicubic -cait_xs24_384.fb_dist_in1k,384,36.4087,63.5913,56.92,43.08,26.67,1.0,bicubic -gcvit_base.in1k,224,36.3792,63.6208,55.9001,44.0999,90.32,0.875,bicubic -vit_little_patch16_reg4_gap_256.sbb_in1k,256,36.3752,63.6248,56.7274,43.2726,22.52,0.95,bicubic -dm_nfnet_f1.dm_in1k,320,36.3576,63.6424,55.7173,44.2827,132.63,0.91,bicubic -resnetrs270.tf_in1k,352,36.3556,63.6444,56.5604,43.4396,129.86,1.0,bicubic -vit_medium_patch16_reg1_gap_256.sbb_in1k,256,36.3183,63.6817,56.2833,43.7167,38.88,0.95,bicubic -tresnet_m.miil_in21k_ft_in1k,224,36.2691,63.7309,55.7901,44.2099,31.39,0.875,bilinear -convnext_small.fb_in1k,288,36.2514,63.7486,55.9335,44.0665,50.22,1.0,bicubic -mixer_b16_224.miil_in21k_ft_in1k,224,36.2514,63.7486,55.9649,44.0351,59.88,0.875,bilinear -convformer_s18.sail_in1k_384,384,36.2239,63.7761,56.0514,43.9486,26.77,1.0,bicubic -mambaout_small.in1k,288,36.1925,63.8075,55.849,44.151,48.49,1.0,bicubic -regnety_160.deit_in1k,224,36.1807,63.8193,56.4169,43.5831,83.59,0.95,bicubic -deit3_small_patch16_384.fb_in1k,384,36.163,63.837,55.5935,44.4065,22.21,1.0,bicubic -mobilenetv4_conv_large.e600_r384_in1k,384,36.1296,63.8704,56.2322,43.7678,32.59,0.95,bicubic -mvitv2_tiny.fb_in1k,224,36.1198,63.8802,55.1337,44.8663,24.17,0.9,bicubic -focalnet_base_lrf.ms_in1k,224,36.1139,63.8861,55.5975,44.4025,88.75,0.9,bicubic -tf_efficientnet_b2.ns_jft_in1k,260,36.11,63.89,57.4957,42.5043,9.11,0.89,bicubic -convnextv2_tiny.fcmae_ft_in1k,224,36.0766,63.9234,55.5641,44.4359,28.64,0.875,bicubic -resnet152.a1h_in1k,224,36.0667,63.9333,55.5542,44.4458,60.19,0.95,bicubic -regnetz_040.ra3_in1k,320,36.0589,63.9411,55.7488,44.2512,27.12,1.0,bicubic -regnety_320.seer_ft_in1k,384,36.0432,63.9568,58.4665,41.5335,145.05,1.0,bicubic -ecaresnet101d.miil_in1k,224,36.0274,63.9726,56.1949,43.8051,44.57,0.875,bicubic -mobilenetv4_conv_large.e600_r384_in1k,448,35.9547,64.0453,56.0141,43.9859,32.59,1.0,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,384,35.9449,64.0551,55.4422,44.5578,32.59,0.95,bicubic -mambaout_base.in1k,288,35.9429,64.0571,54.8291,45.1709,84.81,1.0,bicubic -resnest200e.in1k,320,35.939,64.061,55.8647,44.1353,70.2,0.909,bicubic -nextvit_base.bd_in1k_384,384,35.9272,64.0728,56.2263,43.7737,44.82,1.0,bicubic -resnetrs152.tf_in1k,256,35.8761,64.1239,55.4324,44.5676,86.62,1.0,bicubic -dm_nfnet_f0.dm_in1k,192,35.8643,64.1357,56.5368,43.4632,71.49,0.9,bicubic -resnet18.fb_swsl_ig1b_ft_in1k,224,35.8624,64.1376,58.4606,41.5394,11.69,0.875,bilinear -eca_nfnet_l1.ra2_in1k,320,35.8486,64.1514,55.9394,44.0606,41.41,1.0,bicubic -sequencer2d_l.in1k,224,35.8231,64.1769,55.7468,44.2532,54.3,0.875,bicubic -gcvit_small.in1k,224,35.7798,64.2202,54.9077,45.0923,51.09,0.875,bicubic -vit_base_patch16_224.orig_in21k_ft_in1k,224,35.7759,64.2241,57.3994,42.6006,86.57,0.9,bicubic -vit_relpos_medium_patch16_cls_224.sw_in1k,224,35.7268,64.2732,54.9392,45.0608,38.76,0.9,bicubic -ese_vovnet57b.ra4_e3600_r256_in1k,320,35.7228,64.2772,55.3577,44.6423,38.61,1.0,bicubic -resnet101d.ra2_in1k,256,35.7209,64.2791,55.399,44.601,44.57,0.95,bicubic -xcit_small_12_p8_224.fb_in1k,224,35.5873,64.4127,55.6191,44.3809,26.21,1.0,bicubic -efficientnet_b3.ra2_in1k,288,35.5362,64.4638,55.9197,44.0803,12.23,0.875,bicubic -flexivit_base.1200ep_in1k,240,35.5185,64.4815,53.8427,46.1573,86.59,0.95,bicubic -coat_small.in1k,224,35.5165,64.4835,55.177,44.823,21.69,0.9,bicubic -vit_small_patch16_384.augreg_in21k_ft_in1k,384,35.5165,64.4835,57.5527,42.4473,22.2,1.0,bicubic -xcit_small_24_p8_224.fb_in1k,224,35.5146,64.4854,54.778,45.222,47.63,1.0,bicubic -xcit_large_24_p16_224.fb_in1k,224,35.4988,64.5012,54.7584,45.2416,189.1,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,224,35.4969,64.5031,56.3776,43.6224,15.62,0.875,bicubic -tf_efficientnet_b5.aa_in1k,456,35.4753,64.5247,56.1988,43.8012,30.39,0.934,bicubic -swinv2_base_window8_256.ms_in1k,256,35.4635,64.5365,54.6346,45.3654,87.92,0.9,bicubic -regnetz_d8_evos.ch_in1k,320,35.4615,64.5385,55.7645,44.2355,23.46,1.0,bicubic -xcit_medium_24_p8_224.fb_in1k,224,35.4418,64.5582,54.837,45.163,84.32,1.0,bicubic -gc_efficientnetv2_rw_t.agc_in1k,224,35.4359,64.5641,55.2123,44.7877,13.68,1.0,bicubic -swinv2_small_window16_256.ms_in1k,256,35.4222,64.5778,54.6425,45.3575,49.73,0.9,bicubic -dm_nfnet_f0.dm_in1k,256,35.4065,64.5935,55.5248,44.4752,71.49,0.9,bicubic -efficientnetv2_rw_t.ra2_in1k,224,35.3927,64.6073,54.9824,45.0176,13.65,1.0,bicubic -resnest101e.in1k,256,35.3829,64.6171,55.7861,44.2139,48.28,0.875,bilinear -resnet152.a1h_in1k,288,35.3632,64.6368,54.6503,45.3497,60.19,1.0,bicubic -convit_base.fb_in1k,224,35.318,64.682,54.9392,45.0608,86.54,0.875,bicubic -convnext_tiny_hnf.a2h_in1k,224,35.3023,64.6977,53.8604,46.1396,28.59,0.95,bicubic -efficientformer_l3.snap_dist_in1k,224,35.2984,64.7016,54.4931,45.5069,31.41,0.95,bicubic -regnety_080.ra3_in1k,224,35.2787,64.7213,55.4246,44.5754,39.18,0.95,bicubic -focalnet_small_lrf.ms_in1k,224,35.2787,64.7213,54.9215,45.0785,50.34,0.9,bicubic -convformer_s18.sail_in1k,224,35.2591,64.7409,54.611,45.389,26.77,1.0,bicubic -xcit_tiny_24_p8_224.fb_dist_in1k,224,35.2434,64.7566,55.2693,44.7307,12.11,1.0,bicubic -edgenext_base.usi_in1k,320,35.2414,64.7586,55.1357,44.8643,18.51,1.0,bicubic -nfnet_l0.ra2_in1k,224,35.2198,64.7802,55.961,44.039,35.07,0.9,bicubic -fastvit_sa24.apple_dist_in1k,256,35.2159,64.7841,54.6503,45.3497,21.55,0.9,bicubic -flexivit_base.600ep_in1k,240,35.151,64.849,53.6717,46.3283,86.59,0.95,bicubic -swiftformer_l3.dist_in1k,224,35.1176,64.8824,54.5304,45.4696,28.49,0.95,bicubic -regnetz_c16.ra3_in1k,256,35.1137,64.8863,56.3029,43.6971,13.46,0.94,bicubic -twins_svt_large.in1k,224,35.1058,64.8942,54.7093,45.2907,99.27,0.9,bicubic -repvgg_b3g4.rvgg_in1k,224,35.0783,64.9217,54.7564,45.2436,83.83,0.875,bilinear -convnextv2_tiny.fcmae_ft_in1k,288,35.0547,64.9453,54.2062,45.7938,28.64,1.0,bicubic -repvgg_b3.rvgg_in1k,224,35.0272,64.9728,54.5226,45.4774,123.09,0.875,bilinear -regnety_032.ra_in1k,224,35.0213,64.9787,54.9608,45.0392,19.44,0.95,bicubic -regnetz_d8.ra3_in1k,320,35.0194,64.9806,55.9649,44.0351,23.37,1.0,bicubic -repvit_m1_5.dist_450e_in1k,224,35.0017,64.9983,54.2966,45.7034,14.64,0.95,bicubic -rexnetr_200.sw_in12k_ft_in1k,288,34.9368,65.0632,55.908,44.092,16.52,1.0,bicubic -repvgg_d2se.rvgg_in1k,320,34.925,65.075,53.5243,46.4757,133.33,1.0,bilinear -xcit_tiny_24_p8_384.fb_dist_in1k,384,34.9034,65.0966,55.1101,44.8899,12.11,1.0,bicubic -flexivit_base.300ep_in1k,240,34.8759,65.1241,53.2021,46.7979,86.59,0.95,bicubic -resnet101d.ra2_in1k,320,34.8739,65.1261,54.1807,45.8193,44.57,1.0,bicubic -repvit_m1_5.dist_300e_in1k,224,34.872,65.128,54.385,45.615,14.64,0.95,bicubic -coatnet_1_rw_224.sw_in1k,224,34.8563,65.1437,53.4379,46.5621,41.72,0.95,bicubic -coatnet_rmlp_1_rw_224.sw_in1k,224,34.8091,65.1909,53.9625,46.0375,41.69,0.95,bicubic -swin_s3_base_224.ms_in1k,224,34.8052,65.1948,53.7307,46.2693,71.13,0.9,bicubic -regnetz_c16_evos.ch_in1k,256,34.8032,65.1968,56.0003,43.9997,13.49,0.95,bicubic -seresnext101_32x8d.ah_in1k,288,34.7934,65.2066,53.5283,46.4717,93.57,1.0,bicubic -resmlp_big_24_224.fb_distilled_in1k,224,34.7875,65.2125,54.6425,45.3575,129.14,0.875,bicubic -maxvit_tiny_rw_224.sw_in1k,224,34.7855,65.2145,53.3573,46.6427,29.06,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,34.7462,65.2538,55.3479,44.6521,11.07,0.95,bicubic -vit_base_patch16_rpn_224.sw_in1k,224,34.7266,65.2734,54.6503,45.3497,86.54,0.9,bicubic -vit_relpos_base_patch16_clsgap_224.sw_in1k,224,34.7187,65.2813,54.2337,45.7663,86.43,0.9,bicubic -sequencer2d_m.in1k,224,34.7108,65.2892,54.0097,45.9903,38.31,0.875,bicubic -vit_large_patch32_384.orig_in21k_ft_in1k,384,34.7089,65.2911,55.7193,44.2807,306.63,1.0,bicubic -hgnetv2_b1.ssld_stage1_in22k_in1k,224,34.703,65.297,55.7331,44.2669,6.34,0.965,bicubic -mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,34.6912,65.3088,55.6957,44.3043,9.72,0.95,bicubic -mambaout_tiny.in1k,224,34.6853,65.3147,54.5639,45.4361,26.55,1.0,bicubic -deit3_small_patch16_224.fb_in1k,224,34.6853,65.3147,53.1412,46.8588,22.06,0.9,bicubic -resnet101.a1h_in1k,224,34.6735,65.3265,54.1139,45.8861,44.55,0.95,bicubic -focalnet_small_srf.ms_in1k,224,34.6735,65.3265,54.4165,45.5835,49.89,0.9,bicubic -convnext_nano.in12k_ft_in1k,224,34.6676,65.3324,56.1025,43.8975,15.59,0.95,bicubic -davit_tiny.msft_in1k,224,34.6656,65.3344,54.332,45.668,28.36,0.95,bicubic -ecaresnet101d.miil_in1k,288,34.6637,65.3363,54.5108,45.4892,44.57,0.95,bicubic -vit_relpos_base_patch16_224.sw_in1k,224,34.6244,65.3756,54.2711,45.7289,86.43,0.9,bicubic -resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,34.6204,65.3796,55.9512,44.0488,194.03,0.875,bilinear -repvgg_b2g4.rvgg_in1k,224,34.6087,65.3913,54.7977,45.2023,61.76,0.875,bilinear -resnetv2_101.a1h_in1k,224,34.5929,65.4071,53.1726,46.8274,44.54,0.95,bicubic -mobilenetv4_conv_aa_large.e600_r384_in1k,480,34.587,65.413,54.0274,45.9726,32.59,1.0,bicubic -gcvit_tiny.in1k,224,34.5418,65.4582,53.2198,46.7802,28.22,0.875,bicubic -resnetrs200.tf_in1k,320,34.536,65.464,54.2711,45.7289,93.21,1.0,bicubic -resnext101_64x4d.c1_in1k,224,34.534,65.466,53.3357,46.6643,83.46,0.95,bicubic -mobilenetv4_conv_large.e500_r256_in1k,256,34.5281,65.4719,54.3359,45.6641,32.59,0.95,bicubic -poolformerv2_m48.sail_in1k,224,34.5025,65.4975,53.9802,46.0198,73.35,1.0,bicubic -regnetv_064.ra3_in1k,224,34.5006,65.4994,55.2791,44.7209,30.58,0.95,bicubic -hiera_tiny_224.mae_in1k_ft_in1k,224,34.4809,65.5191,53.3494,46.6506,27.91,0.9,bicubic -tf_efficientnetv2_s.in1k,300,34.4613,65.5387,54.2553,45.7447,21.46,1.0,bicubic -convnextv2_nano.fcmae_ft_in22k_in1k,288,34.4239,65.5761,55.0099,44.9901,15.62,1.0,bicubic -efficientvit_b2.r256_in1k,256,34.42,65.58,53.5911,46.4089,24.33,1.0,bicubic -resnetrs152.tf_in1k,320,34.4063,65.5937,53.5322,46.4678,86.62,1.0,bicubic -resnest50d_4s2x40d.in1k,224,34.3571,65.6429,54.6228,45.3772,30.42,0.875,bicubic -pvt_v2_b2_li.in1k,224,34.3218,65.6782,54.0883,45.9117,22.55,0.9,bicubic -vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,34.2746,65.7254,52.0682,47.9318,22.06,0.9,bicubic -crossvit_18_dagger_408.in1k,408,34.2392,65.7608,53.094,46.906,44.61,1.0,bicubic -xcit_medium_24_p16_224.fb_in1k,224,34.2353,65.7647,53.1549,46.8451,84.4,1.0,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,240,34.2294,65.7706,55.7861,44.2139,14.36,0.9,bicubic -resnetrs101.tf_in1k,192,34.2196,65.7804,54.5501,45.4499,63.62,0.94,bicubic -efficientvit_b2.r288_in1k,288,34.1901,65.8099,53.4968,46.5032,24.33,1.0,bicubic -tf_efficientnet_b1.ns_jft_in1k,240,34.1842,65.8158,55.513,44.487,7.79,0.882,bicubic -pit_s_distilled_224.in1k,224,34.1665,65.8335,53.3691,46.6309,24.04,0.9,bicubic -efficientnetv2_rw_t.ra2_in1k,288,34.1646,65.8354,53.1549,46.8451,13.65,1.0,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,34.1272,65.8728,54.554,45.446,11.07,0.95,bicubic -tf_efficientnet_b4.aa_in1k,380,34.1154,65.8846,54.2121,45.7879,19.34,0.922,bicubic -fastvit_sa24.apple_in1k,256,34.0958,65.9042,53.7601,46.2399,21.55,0.9,bicubic -vit_small_patch16_rope_mixed_224.naver_in1k,224,34.0879,65.9121,51.5062,48.4938,21.99,0.9,bicubic -twins_pcpvt_large.in1k,224,34.0801,65.9199,54.1178,45.8822,60.99,0.9,bicubic -resnetv2_101.a1h_in1k,288,34.0781,65.9219,52.3119,47.6881,44.54,1.0,bicubic -mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.0702,65.9298,54.4322,45.5678,11.07,1.0,bicubic -resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,34.0643,65.9357,55.5896,44.4104,88.79,0.875,bilinear -tf_efficientnet_b6.aa_in1k,528,34.0624,65.9376,54.5639,45.4361,43.04,0.942,bicubic -efficientformerv2_s2.snap_dist_in1k,224,34.0565,65.9435,53.5224,46.4776,12.71,0.95,bicubic -mobilenetv4_conv_large.e500_r256_in1k,320,34.0545,65.9455,53.7208,46.2792,32.59,1.0,bicubic -xcit_small_24_p16_224.fb_in1k,224,34.0388,65.9612,53.2708,46.7292,47.67,1.0,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,224,34.0349,65.9651,54.8547,45.1453,6.34,0.965,bicubic -efficientnet_b3_pruned.in1k,300,34.0093,65.9907,54.1217,45.8783,9.86,0.904,bicubic -nfnet_l0.ra2_in1k,288,34.0015,65.9985,54.3575,45.6425,35.07,1.0,bicubic -regnety_160.deit_in1k,288,33.9956,66.0044,53.542,46.458,83.59,1.0,bicubic -gc_efficientnetv2_rw_t.agc_in1k,288,33.9936,66.0064,53.2807,46.7193,13.68,1.0,bicubic -resnext101_64x4d.tv_in1k,224,33.9897,66.0103,52.5163,47.4837,83.46,0.875,bilinear -nextvit_small.bd_in1k_384,384,33.9897,66.0103,53.8663,46.1337,31.76,1.0,bicubic -resnext101_64x4d.c1_in1k,288,33.8659,66.1341,52.1724,47.8276,83.46,1.0,bicubic -swinv2_cr_small_ns_224.sw_in1k,224,33.8423,66.1577,52.6342,47.3658,49.7,0.9,bicubic -poolformerv2_s36.sail_in1k,224,33.8384,66.1616,53.6658,46.3342,30.79,1.0,bicubic -vit_small_patch16_rope_224.naver_in1k,224,33.8305,66.1695,51.6556,48.3444,21.98,0.9,bicubic -xcit_small_12_p16_224.fb_in1k,224,33.8266,66.1734,53.1549,46.8451,26.25,1.0,bicubic -convnext_tiny.fb_in1k,224,33.8246,66.1754,53.654,46.346,28.59,0.875,bicubic -nextvit_small.bd_in1k,224,33.8148,66.1852,53.1962,46.8038,31.76,0.95,bicubic -convnextv2_nano.fcmae_ft_in1k,224,33.8049,66.1951,53.9665,46.0335,15.62,0.875,bicubic -repvit_m3.dist_in1k,224,33.7892,66.2108,53.1156,46.8844,10.68,0.95,bicubic -resnet101.a1h_in1k,288,33.7696,66.2304,53.1392,46.8608,44.55,1.0,bicubic -resnetv2_50x3_bit.goog_in21k_ft_in1k,448,33.744,66.256,55.9394,44.0606,217.32,1.0,bilinear -hgnetv2_b1.ssld_stage1_in22k_in1k,288,33.7224,66.2776,54.3359,45.6641,6.34,1.0,bicubic -tnt_b_patch16_224.in1k,224,33.7126,66.2874,53.1038,46.8962,65.43,0.9,bicubic -swin_s3_small_224.ms_in1k,224,33.689,66.311,52.4082,47.5918,49.74,0.9,bicubic -swinv2_small_window8_256.ms_in1k,256,33.6654,66.3346,52.7776,47.2224,49.73,0.9,bicubic -cs3se_edgenet_x.c2ns_in1k,256,33.6517,66.3483,52.9859,47.0141,50.72,0.95,bicubic -resnet152.tv2_in1k,224,33.634,66.366,51.6556,48.3444,60.19,0.965,bilinear -resnet51q.ra2_in1k,288,33.5947,66.4053,53.0409,46.9591,35.7,1.0,bilinear -inception_next_tiny.sail_in1k,224,33.5927,66.4073,53.0449,46.9551,28.06,0.875,bicubic -naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,33.5574,66.4426,51.8226,48.1774,86.46,1.0,bicubic -xcit_tiny_24_p16_384.fb_dist_in1k,384,33.5456,66.4544,52.7894,47.2106,12.12,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,256,33.522,66.478,52.8739,47.1261,11.07,1.0,bicubic -vit_small_patch16_rope_ape_224.naver_in1k,224,33.52,66.48,50.6829,49.3171,22.06,0.9,bicubic -vit_relpos_medium_patch16_224.sw_in1k,224,33.5063,66.4937,52.6302,47.3698,38.75,0.9,bicubic -regnety_080.ra3_in1k,288,33.4827,66.5173,52.8994,47.1006,39.18,1.0,bicubic -mobilenetv4_hybrid_medium.e500_r224_in1k,224,33.4709,66.5291,53.149,46.851,11.07,0.95,bicubic -cs3edgenet_x.c2_in1k,288,33.465,66.535,52.9427,47.0573,47.82,1.0,bicubic -regnety_032.ra_in1k,288,33.4552,66.5448,52.7658,47.2342,19.44,1.0,bicubic -convmixer_1536_20.in1k,224,33.4493,66.5507,53.0547,46.9453,51.63,0.96,bicubic -tf_efficientnetv2_b3.in21k_ft_in1k,300,33.4473,66.5527,54.9863,45.0137,14.36,0.9,bicubic -regnety_064.ra3_in1k,224,33.4394,66.5606,52.925,47.075,30.58,0.95,bicubic -sequencer2d_s.in1k,224,33.4316,66.5684,52.3925,47.6075,27.65,0.875,bicubic -regnetz_c16.ra3_in1k,320,33.3943,66.6057,54.2298,45.7702,13.46,1.0,bicubic -gernet_l.idstcv_in1k,256,33.3903,66.6097,51.7931,48.2069,31.08,0.875,bilinear -crossvit_18_240.in1k,240,33.3903,66.6097,52.2628,47.7372,43.27,0.875,bicubic -vit_srelpos_medium_patch16_224.sw_in1k,224,33.3805,66.6195,52.4927,47.5073,38.74,0.9,bicubic -regnetv_040.ra3_in1k,224,33.3726,66.6274,52.9505,47.0495,20.64,0.95,bicubic -crossvit_15_dagger_408.in1k,408,33.351,66.649,52.1645,47.8355,28.5,1.0,bicubic -tiny_vit_5m_224.dist_in22k_ft_in1k,224,33.3432,66.6568,55.0571,44.9429,5.39,0.95,bicubic -wide_resnet101_2.tv2_in1k,224,33.2783,66.7217,51.4433,48.5567,126.89,0.965,bilinear -tresnet_xl.miil_in1k,224,33.2763,66.7237,52.3139,47.6861,78.44,0.875,bilinear -crossvit_18_dagger_240.in1k,240,33.2744,66.7256,52.2176,47.7824,44.27,0.875,bicubic -swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,33.2724,66.7276,55.2457,44.7543,28.29,0.9,bicubic -resnext101_32x8d.tv2_in1k,176,33.2547,66.7453,51.3176,48.6824,88.79,0.875,bilinear -fbnetv3_g.ra2_in1k,240,33.2449,66.7551,53.7287,46.2713,16.62,0.95,bilinear -nest_base_jx.goog_in1k,224,33.2213,66.7787,51.8305,48.1695,67.72,0.875,bicubic -convnext_tiny.fb_in1k,288,33.1801,66.8199,52.6676,47.3324,28.59,1.0,bicubic -fasternet_s.in1k,224,33.1781,66.8219,52.8523,47.1477,31.18,1.0,bicubic -resnest50d_1s4x24d.in1k,224,33.1722,66.8278,52.8543,47.1457,25.68,0.875,bicubic -convnext_nano.in12k_ft_in1k,288,33.1349,66.8651,53.9822,46.0178,15.59,1.0,bicubic -resnet61q.ra2_in1k,288,33.1211,66.8789,51.7302,48.2698,36.85,1.0,bicubic -mambaout_tiny.in1k,288,33.0995,66.9005,52.98,47.02,26.55,1.0,bicubic -vit_relpos_medium_patch16_rpn_224.sw_in1k,224,33.0956,66.9044,52.3944,47.6056,38.73,0.9,bicubic -tf_efficientnetv2_s.in1k,384,33.0838,66.9162,51.9012,48.0988,21.46,1.0,bicubic -maxxvit_rmlp_nano_rw_256.sw_in1k,256,33.0838,66.9162,51.9032,48.0968,16.78,0.95,bicubic -rexnet_300.nav_in1k,224,33.0779,66.9221,52.3767,47.6233,34.71,0.875,bicubic -twins_pcpvt_base.in1k,224,33.0661,66.9339,52.6184,47.3816,43.83,0.9,bicubic -nest_small_jx.goog_in1k,224,33.0366,66.9634,51.0484,48.9516,38.35,0.875,bicubic -hgnetv2_b1.ssld_stage2_ft_in1k,288,33.0346,66.9654,53.5342,46.4658,6.34,1.0,bicubic -pvt_v2_b2.in1k,224,33.0346,66.9654,52.0112,47.9888,25.36,0.9,bicubic -crossvit_base_240.in1k,240,33.0248,66.9752,51.3569,48.6431,105.03,0.875,bicubic -poolformerv2_m36.sail_in1k,224,33.0189,66.9811,51.854,48.146,56.08,1.0,bicubic -xcit_tiny_24_p16_224.fb_dist_in1k,224,33.017,66.983,52.0781,47.9219,12.12,1.0,bicubic -resnet51q.ra2_in1k,256,32.9894,67.0106,52.3728,47.6272,35.7,0.875,bilinear -rexnet_200.nav_in1k,224,32.9718,67.0282,52.9348,47.0652,16.37,0.875,bicubic -resnest50d.in1k,224,32.96,67.04,52.7187,47.2813,27.48,0.875,bilinear -convit_small.fb_in1k,224,32.956,67.044,52.1527,47.8473,27.78,0.875,bicubic -naflexvit_base_patch16_par_gap.e300_s576_in1k,384,32.9482,67.0518,51.0503,48.9497,86.63,1.0,bicubic -tf_efficientnet_b3.aa_in1k,300,32.9167,67.0833,52.9329,47.0671,12.23,0.904,bicubic -swin_base_patch4_window12_384.ms_in1k,384,32.9108,67.0892,51.7676,48.2324,87.9,1.0,bicubic -convnext_tiny_hnf.a2h_in1k,288,32.9049,67.0951,51.1977,48.8023,28.59,1.0,bicubic -pnasnet5large.tf_in1k,331,32.8991,67.1009,50.5394,49.4606,86.06,0.911,bicubic -vit_small_patch16_224.augreg_in21k_ft_in1k,224,32.8932,67.1068,53.9409,46.0591,22.05,0.9,bicubic -crossvit_15_dagger_240.in1k,240,32.8932,67.1068,51.7715,48.2285,28.21,0.875,bicubic -twins_svt_base.in1k,224,32.8401,67.1599,51.4866,48.5134,56.07,0.9,bicubic -regnetv_064.ra3_in1k,288,32.8303,67.1697,52.8857,47.1143,30.58,1.0,bicubic -cs3edgenet_x.c2_in1k,256,32.8224,67.1776,52.1822,47.8178,47.82,0.887,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,32.8067,67.1933,52.53,47.47,11.07,0.95,bicubic -convnextv2_nano.fcmae_ft_in1k,288,32.8047,67.1953,52.6892,47.3108,15.62,1.0,bicubic -nasnetalarge.tf_in1k,331,32.8028,67.1972,50.1621,49.8379,88.75,0.911,bicubic -resnet61q.ra2_in1k,256,32.791,67.209,51.1702,48.8298,36.85,0.9,bicubic -hgnet_small.paddle_in1k,224,32.791,67.209,52.4652,47.5348,24.36,0.965,bicubic -resnet152d.gluon_in1k,224,32.7635,67.2365,51.0759,48.9241,60.21,0.875,bicubic -inception_resnet_v2.tf_in1k,299,32.7497,67.2503,50.6711,49.3289,55.84,0.8975,bicubic -repvit_m1_1.dist_450e_in1k,224,32.7399,67.2601,52.6754,47.3246,8.8,0.95,bicubic -gernet_m.idstcv_in1k,224,32.732,67.268,51.8874,48.1126,21.14,0.875,bilinear -eca_nfnet_l0.ra2_in1k,224,32.7124,67.2876,53.2256,46.7744,24.14,0.9,bicubic -pit_b_224.in1k,224,32.6967,67.3033,49.8418,50.1582,73.76,0.9,bicubic -tf_efficientnet_b2.ap_in1k,260,32.675,67.325,52.2529,47.7471,9.11,0.89,bicubic -swin_base_patch4_window7_224.ms_in1k,224,32.6436,67.3564,51.5671,48.4329,87.77,0.9,bicubic -fbnetv3_g.ra2_in1k,288,32.6279,67.3721,52.8955,47.1045,16.62,0.95,bilinear -mobilenetv4_conv_blur_medium.e500_r224_in1k,224,32.6279,67.3721,52.4121,47.5879,9.72,0.95,bicubic -regnety_320.tv2_in1k,224,32.6102,67.3898,50.2918,49.7082,145.05,0.965,bicubic -mobilenetv4_conv_blur_medium.e500_r224_in1k,256,32.6043,67.3957,52.361,47.639,9.72,1.0,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,256,32.5905,67.4095,52.6479,47.3521,9.72,0.95,bicubic -swiftformer_l1.dist_in1k,224,32.5827,67.4173,51.9189,48.0811,12.06,0.95,bicubic -resnext101_32x8d.tv2_in1k,224,32.5709,67.4291,50.1543,49.8457,88.79,0.965,bilinear -regnetz_c16_evos.ch_in1k,320,32.563,67.437,52.9309,47.0691,13.49,0.95,bicubic -cait_xxs36_384.fb_dist_in1k,384,32.5493,67.4507,52.2569,47.7431,17.37,1.0,bicubic -tresnet_l.miil_in1k,224,32.5473,67.4527,51.127,48.873,55.99,0.875,bilinear -naflexvit_base_patch16_gap.e300_s576_in1k,384,32.5414,67.4586,50.8853,49.1147,86.63,1.0,bicubic -wide_resnet50_2.racm_in1k,224,32.4864,67.5136,51.4708,48.5292,68.88,0.875,bicubic -resnet152.a1_in1k,224,32.4785,67.5215,49.8281,50.1719,60.19,0.95,bicubic -gmlp_s16_224.ra3_in1k,224,32.4176,67.5824,51.8324,48.1676,19.42,0.875,bicubic -resnetaa50d.sw_in12k_ft_in1k,224,32.4039,67.5961,52.5163,47.4837,25.58,0.95,bicubic -inception_resnet_v2.tf_ens_adv_in1k,299,32.396,67.604,50.4392,49.5608,55.84,0.8975,bicubic -deit_base_patch16_224.fb_in1k,224,32.3901,67.6099,50.9855,49.0145,86.57,0.9,bicubic -maxvit_nano_rw_256.sw_in1k,256,32.3744,67.6256,50.6062,49.3938,15.45,0.95,bicubic -mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,32.3685,67.6315,51.8088,48.1912,11.07,1.0,bicubic -swin_small_patch4_window7_224.ms_in1k,224,32.3488,67.6512,50.9128,49.0872,49.61,0.9,bicubic -resnet152s.gluon_in1k,224,32.3469,67.6531,50.5315,49.4685,60.32,0.875,bicubic -regnety_040.ra3_in1k,224,32.3449,67.6551,51.5043,48.4957,20.65,0.95,bicubic -edgenext_small.usi_in1k,256,32.2899,67.7101,51.8973,48.1027,5.59,0.95,bicubic -repvit_m1_1.dist_300e_in1k,224,32.2899,67.7101,51.9641,48.0359,8.8,0.95,bicubic -deit_small_distilled_patch16_224.fb_in1k,224,32.282,67.718,52.1115,47.8885,22.44,0.9,bicubic -poolformerv2_s24.sail_in1k,224,32.2742,67.7258,51.4885,48.5115,21.34,1.0,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,32.2506,67.7494,51.8737,48.1263,14.62,0.95,bilinear -xcit_tiny_24_p8_224.fb_in1k,224,32.2447,67.7553,51.8776,48.1224,12.11,1.0,bicubic -seresnext101_64x4d.gluon_in1k,224,32.2034,67.7966,50.3331,49.6669,88.23,0.875,bicubic -regnetx_320.tv2_in1k,224,32.2015,67.7985,49.3643,50.6357,107.81,0.965,bicubic -gcvit_xtiny.in1k,224,32.1327,67.8673,51.1152,48.8848,19.98,0.875,bicubic -coat_lite_small.in1k,224,32.1268,67.8732,49.9833,50.0167,19.84,0.9,bicubic -seresnext101_32x4d.gluon_in1k,224,32.1189,67.8811,51.2213,48.7787,48.96,0.875,bicubic -efficientvit_b2.r224_in1k,224,32.0993,67.9007,50.9364,49.0636,24.33,0.95,bicubic -tiny_vit_11m_224.in1k,224,32.0934,67.9066,51.3058,48.6942,11.0,0.95,bicubic -coatnext_nano_rw_224.sw_in1k,224,32.0836,67.9164,51.0307,48.9693,14.7,0.9,bicubic -flexivit_small.1200ep_in1k,240,32.0777,67.9223,50.3154,49.6846,22.06,0.95,bicubic -tf_efficientnet_b7.aa_in1k,600,32.0678,67.9322,52.1331,47.8669,66.35,0.949,bicubic -maxxvitv2_nano_rw_256.sw_in1k,256,32.06,67.94,50.3233,49.6767,23.7,0.95,bicubic -focalnet_tiny_lrf.ms_in1k,224,32.06,67.94,51.4276,48.5724,28.65,0.9,bicubic -resnetv2_50d_gn.ah_in1k,224,32.0207,67.9793,51.2134,48.7866,25.57,0.95,bicubic -seresnext50_32x4d.racm_in1k,224,32.005,67.995,51.2547,48.7453,27.56,0.875,bicubic -deit_base_patch16_384.fb_in1k,384,31.9814,68.0186,50.5394,49.4606,86.86,1.0,bicubic -maxvit_rmlp_nano_rw_256.sw_in1k,256,31.9715,68.0285,50.618,49.382,15.5,0.95,bicubic -mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,31.9578,68.0422,51.463,48.537,11.07,1.0,bicubic -xcit_tiny_12_p8_224.fb_dist_in1k,224,31.944,68.056,51.3883,48.6117,6.71,1.0,bicubic -wide_resnet101_2.tv2_in1k,176,31.9087,68.0913,49.5274,50.4726,126.89,0.875,bilinear -hgnetv2_b0.ssld_stage1_in22k_in1k,224,31.9047,68.0953,52.308,47.692,6.0,0.965,bicubic -coatnet_bn_0_rw_224.sw_in1k,224,31.8733,68.1267,51.0012,48.9988,27.44,0.95,bicubic -levit_conv_384.fb_dist_in1k,224,31.8733,68.1267,50.6239,49.3761,39.13,0.9,bicubic -levit_384.fb_dist_in1k,224,31.8713,68.1287,50.6219,49.3781,39.13,0.9,bicubic -ecaresnet50t.ra2_in1k,256,31.8674,68.1326,51.7656,48.2344,25.57,0.875,bicubic -resnetrs101.tf_in1k,288,31.8654,68.1346,51.0189,48.9811,63.62,0.94,bicubic -cs3se_edgenet_x.c2ns_in1k,320,31.8615,68.1385,50.8224,49.1776,50.72,1.0,bicubic -mobilenetv4_conv_medium.e500_r256_in1k,320,31.8556,68.1444,51.7813,48.2187,9.72,1.0,bicubic -vit_wee_patch16_reg1_gap_256.sbb_in1k,256,31.8536,68.1464,51.5396,48.4604,13.42,0.95,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,224,31.8379,68.1621,51.5396,48.4604,9.72,0.95,bicubic -mobilenetv4_conv_medium.e500_r224_in1k,256,31.8281,68.1719,51.5829,48.4171,9.72,1.0,bicubic -vit_relpos_small_patch16_224.sw_in1k,224,31.775,68.225,50.6082,49.3918,21.98,0.9,bicubic -flexivit_small.600ep_in1k,240,31.7554,68.2446,49.6139,50.3861,22.06,0.95,bicubic -tf_efficientnetv2_b3.in1k,240,31.7377,68.2623,51.1112,48.8888,14.36,0.904,bicubic -convnextv2_pico.fcmae_ft_in1k,224,31.72,68.28,51.1643,48.8357,9.07,0.875,bicubic -poolformer_m48.sail_in1k,224,31.6689,68.3311,49.8418,50.1582,73.47,0.95,bicubic -tnt_s_legacy_patch16_224.in1k,224,31.663,68.337,51.1702,48.8298,23.76,0.9,bicubic -convnext_tiny.fb_in22k_ft_in1k,288,31.6434,68.3566,51.7676,48.2324,28.59,1.0,bicubic -resnetv2_50x1_bit.goog_distilled_in1k,224,31.6395,68.3605,51.3117,48.6883,25.55,0.875,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,240,31.6336,68.3664,50.4864,49.5136,7.79,0.9,bicubic -eca_nfnet_l0.ra2_in1k,288,31.6237,68.3763,51.6104,48.3896,24.14,1.0,bicubic -efficientnet_b1.ra4_e3600_r240_in1k,288,31.6178,68.3822,50.6298,49.3702,7.79,1.0,bicubic -focalnet_tiny_srf.ms_in1k,224,31.6159,68.3841,50.8676,49.1324,28.43,0.9,bicubic -resnet50.ram_in1k,224,31.5943,68.4057,50.2053,49.7947,25.56,0.875,bicubic -xception41p.ra3_in1k,299,31.5628,68.4372,50.3684,49.6316,26.91,0.94,bicubic -coatnet_rmlp_nano_rw_224.sw_in1k,224,31.553,68.447,50.2152,49.7848,15.15,0.9,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,31.553,68.447,50.8931,49.1069,8.46,0.9,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k,256,31.5432,68.4568,51.8344,48.1656,18.45,0.888,bicubic -wide_resnet50_2.racm_in1k,288,31.5196,68.4804,50.3822,49.6178,68.88,0.95,bicubic -nf_resnet50.ra2_in1k,256,31.4921,68.5079,50.7654,49.2346,25.56,0.94,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,224,31.4862,68.5138,51.7342,48.2658,6.0,0.965,bicubic -regnety_064.ra3_in1k,288,31.4665,68.5335,50.4903,49.5097,30.58,1.0,bicubic -poolformer_m36.sail_in1k,224,31.4626,68.5374,50.0246,49.9754,56.17,0.95,bicubic -resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,31.4547,68.5453,52.1508,47.8492,44.18,0.875,bilinear -flexivit_small.300ep_in1k,240,31.4547,68.5453,49.2248,50.7752,22.06,0.95,bicubic -repvit_m1_0.dist_450e_in1k,224,31.4429,68.5571,50.677,49.323,7.3,0.95,bicubic -rexnet_150.nav_in1k,224,31.4312,68.5688,51.3254,48.6746,9.73,0.875,bicubic -resnet152.a1_in1k,288,31.4312,68.5688,48.6706,51.3294,60.19,1.0,bicubic -mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,31.4154,68.5846,50.844,49.156,14.62,1.0,bilinear -resnet50.b1k_in1k,224,31.4095,68.5905,50.6475,49.3525,25.56,0.95,bicubic -inception_v4.tf_in1k,299,31.3879,68.6121,49.2484,50.7516,42.68,0.875,bicubic -resnet101.tv2_in1k,224,31.3663,68.6337,49.5785,50.4215,44.55,0.965,bilinear -efficientformer_l1.snap_dist_in1k,224,31.3584,68.6416,50.5139,49.4861,12.29,0.95,bicubic -repvit_m2.dist_in1k,224,31.3349,68.6651,50.675,49.325,8.8,0.95,bicubic -pit_s_224.in1k,224,31.325,68.675,49.6846,50.3154,23.46,0.9,bicubic -regnety_032.tv2_in1k,224,31.3113,68.6887,50.1385,49.8615,19.44,0.965,bicubic -swinv2_tiny_window16_256.ms_in1k,256,31.2995,68.7005,49.6826,50.3174,28.35,0.9,bicubic -crossvit_15_240.in1k,240,31.2975,68.7025,50.1975,49.8025,27.53,0.875,bicubic -coatnet_0_rw_224.sw_in1k,224,31.2838,68.7162,48.651,51.349,27.44,0.95,bicubic -vit_srelpos_small_patch16_224.sw_in1k,224,31.2818,68.7182,50.2643,49.7357,21.97,0.9,bicubic -crossvit_small_240.in1k,240,31.2739,68.7261,50.1936,49.8064,26.86,0.875,bicubic -cait_xxs36_224.fb_dist_in1k,224,31.272,68.728,50.6239,49.3761,17.3,1.0,bicubic -repvit_m1_0.dist_300e_in1k,224,31.2622,68.7378,50.8224,49.1776,7.3,0.95,bicubic -cspresnet50.ra_in1k,256,31.2563,68.7437,51.2409,48.7591,21.62,0.887,bilinear -swinv2_cr_small_224.sw_in1k,224,31.2543,68.7457,48.761,51.239,49.7,0.9,bicubic -hgnetv2_b0.ssld_stage1_in22k_in1k,288,31.2386,68.7614,51.5101,48.4899,6.0,1.0,bicubic -convmixer_768_32.in1k,224,31.2346,68.7654,50.9364,49.0636,21.11,0.96,bicubic -cspresnext50.ra_in1k,256,31.2209,68.7791,50.9108,49.0892,20.57,0.887,bilinear -swin_s3_tiny_224.ms_in1k,224,31.2189,68.7811,49.7141,50.2859,28.33,0.9,bicubic -vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,31.2189,68.7811,51.1034,48.8966,15.25,0.95,bicubic -coat_mini.in1k,224,31.213,68.787,49.7868,50.2132,10.34,0.9,bicubic -mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,31.213,68.787,50.339,49.661,8.46,0.95,bicubic -regnetv_040.ra3_in1k,288,31.213,68.787,50.1091,49.8909,20.64,1.0,bicubic -xcit_tiny_12_p8_384.fb_dist_in1k,384,31.2012,68.7988,50.5119,49.4881,6.71,1.0,bicubic -resnet50d.ra4_e3600_r224_in1k,224,31.1895,68.8105,49.8949,50.1051,25.58,0.95,bicubic -resnet152.tv2_in1k,176,31.1757,68.8243,48.7374,51.2626,60.19,0.875,bilinear -fastvit_sa12.apple_dist_in1k,256,31.1718,68.8282,49.9892,50.0108,11.58,0.9,bicubic -resnet101.a1_in1k,224,31.1619,68.8381,48.0516,51.9484,44.55,0.95,bicubic -ecaresnetlight.miil_in1k,224,31.1521,68.8479,50.2623,49.7377,30.16,0.875,bicubic -resnet101s.gluon_in1k,224,31.1462,68.8538,49.8202,50.1798,44.67,0.875,bicubic -convnext_nano.d1h_in1k,224,31.1403,68.8597,50.0717,49.9283,15.59,0.95,bicubic -repvit_m0_9.dist_300e_in1k,224,31.1305,68.8695,50.7693,49.2307,5.49,0.95,bicubic -edgenext_small.usi_in1k,320,31.1226,68.8774,50.1602,49.8398,5.59,1.0,bicubic -resnet152.a3_in1k,160,31.1167,68.8833,49.2602,50.7398,60.19,0.95,bicubic -coatnet_nano_rw_224.sw_in1k,224,31.103,68.897,49.5746,50.4254,15.14,0.9,bicubic -resmlp_36_224.fb_distilled_in1k,224,31.0991,68.9009,49.6925,50.3075,44.69,0.875,bicubic -tf_efficientnet_cc_b0_8e.in1k,224,31.0892,68.9108,50.7949,49.2051,24.01,0.875,bicubic -ecaresnet50d.miil_in1k,224,31.0853,68.9147,50.8695,49.1305,25.58,0.875,bicubic -convnext_nano_ols.d1h_in1k,224,31.0676,68.9324,49.8281,50.1719,15.65,0.95,bicubic -ecaresnet50t.ra2_in1k,320,31.046,68.954,50.6003,49.3997,25.57,0.95,bicubic -resnet50d.ra2_in1k,224,31.0381,68.9619,49.8438,50.1562,25.58,0.875,bicubic -cs3sedarknet_x.c2ns_in1k,288,31.0264,68.9736,50.1621,49.8379,35.4,1.0,bicubic -gcresnet50t.ra2_in1k,256,31.0205,68.9795,50.1248,49.8752,25.9,0.9,bicubic -resnet152.a2_in1k,224,31.0126,68.9874,47.7981,52.2019,60.19,0.95,bicubic -regnety_160.tv2_in1k,224,31.0106,68.9894,49.1049,50.8951,83.59,0.965,bicubic -resnext101_64x4d.gluon_in1k,224,31.0106,68.9894,48.5331,51.4669,83.46,0.875,bicubic -cspdarknet53.ra_in1k,256,31.0067,68.9933,50.392,49.608,27.64,0.887,bilinear -tresnet_m.miil_in1k,224,31.0008,68.9992,48.6942,51.3058,31.39,0.875,bilinear -resnet152c.gluon_in1k,224,30.9949,69.0051,48.9497,51.0503,60.21,0.875,bicubic -twins_svt_small.in1k,224,30.9713,69.0287,49.2346,50.7654,24.06,0.9,bicubic -gcresnet50t.ra2_in1k,288,30.9576,69.0424,50.0678,49.9322,25.9,1.0,bicubic -resnext50_32x4d.a1h_in1k,224,30.9163,69.0837,49.2405,50.7595,25.03,0.95,bicubic -cs3sedarknet_x.c2ns_in1k,256,30.9163,69.0837,49.9715,50.0285,35.4,0.887,bicubic -regnety_080_tv.tv2_in1k,224,30.9124,69.0876,48.706,51.294,39.38,0.965,bicubic -ecaresnet101d_pruned.miil_in1k,224,30.9045,69.0955,50.0147,49.9853,24.88,0.875,bicubic -hgnetv2_b0.ssld_stage2_ft_in1k,288,30.9045,69.0955,51.0484,48.9516,6.0,1.0,bicubic -tf_efficientnet_cc_b1_8e.in1k,240,30.8927,69.1073,50.0835,49.9165,39.72,0.882,bicubic -resmlp_24_224.fb_distilled_in1k,224,30.8908,69.1092,50.1444,49.8556,30.02,0.875,bicubic -resnetaa50.a1h_in1k,224,30.8849,69.1151,49.5136,50.4864,25.56,0.95,bicubic -resnet50.b2k_in1k,224,30.8829,69.1171,49.3938,50.6062,25.56,0.95,bicubic -tf_efficientnetv2_b3.in1k,300,30.8829,69.1171,49.8084,50.1916,14.36,0.904,bicubic -repvit_m0_9.dist_450e_in1k,224,30.879,69.121,50.1444,49.8556,5.49,0.95,bicubic -resnext101_32x4d.gluon_in1k,224,30.8731,69.1269,48.5429,51.4571,44.18,0.875,bicubic -tf_efficientnet_lite4.in1k,380,30.8377,69.1623,50.3999,49.6001,13.01,0.92,bilinear -resnet50.c1_in1k,224,30.8318,69.1682,49.4645,50.5355,25.56,0.95,bicubic -cs3darknet_x.c2ns_in1k,256,30.8259,69.1741,49.6984,50.3016,35.05,0.95,bicubic -resnetaa50d.sw_in12k_ft_in1k,288,30.8181,69.1819,50.5826,49.4174,25.58,1.0,bicubic -efficientvit_b1.r288_in1k,288,30.7905,69.2095,49.9754,50.0246,9.1,1.0,bicubic -resnetv2_50d_evos.ah_in1k,224,30.7571,69.2429,48.8121,51.1879,25.59,0.95,bicubic -dpn68b.ra_in1k,224,30.7473,69.2527,49.5058,50.4942,12.61,0.95,bicubic -wide_resnet50_2.tv2_in1k,176,30.7257,69.2743,48.8888,51.1112,68.88,0.875,bilinear -nf_resnet50.ra2_in1k,288,30.7178,69.2822,49.9519,50.0481,25.56,0.94,bicubic -xcit_tiny_24_p16_224.fb_in1k,224,30.7159,69.2841,50.3901,49.6099,12.12,1.0,bicubic -poolformer_s36.sail_in1k,224,30.708,69.292,49.4626,50.5374,30.86,0.9,bicubic -ese_vovnet39b.ra_in1k,224,30.6943,69.3057,49.885,50.115,24.57,0.875,bicubic -resnetv2_34.ra4_e3600_r224_in1k,224,30.6746,69.3254,49.0106,50.9894,21.8,0.9,bicubic -hgnet_small.paddle_in1k,288,30.6609,69.3391,49.9617,50.0383,24.36,1.0,bicubic -dpn107.mx_in1k,224,30.6569,69.3431,48.7473,51.2527,86.92,0.875,bicubic -resnet152.gluon_in1k,224,30.6392,69.3608,48.5252,51.4748,60.19,0.875,bicubic -tresnet_xl.miil_in1k_448,448,30.6333,69.3667,49.1167,50.8833,78.44,0.875,bilinear -resnet50.a1h_in1k,224,30.6255,69.3745,49.4193,50.5807,25.56,1.0,bicubic -resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,30.6157,69.3843,50.6907,49.3093,25.03,0.875,bilinear -haloregnetz_b.ra3_in1k,224,30.5901,69.4099,48.985,51.015,11.68,0.94,bicubic -resnetv2_34.ra4_e3600_r224_in1k,288,30.5665,69.4335,48.5586,51.4414,21.8,1.0,bicubic -hgnet_tiny.paddle_in1k,224,30.5606,69.4394,50.1091,49.8909,14.74,0.965,bicubic -regnetx_080.tv2_in1k,224,30.5567,69.4433,48.0929,51.9071,39.57,0.965,bicubic -pit_xs_distilled_224.in1k,224,30.5547,69.4453,50.1719,49.8281,11.0,0.9,bicubic -regnetz_b16.ra3_in1k,224,30.5371,69.4629,49.2975,50.7025,9.72,0.94,bicubic -resnet50.a1h_in1k,176,30.5351,69.4649,49.3093,50.6907,25.56,0.9,bicubic -mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,30.5312,69.4688,50.5689,49.4311,18.45,1.0,bicubic -resnet101d.gluon_in1k,224,30.5154,69.4846,47.977,52.023,44.57,0.875,bicubic -resnest26d.gluon_in1k,224,30.4938,69.5062,50.6416,49.3584,17.07,0.875,bilinear -efficientnet_b2.ra_in1k,288,30.4919,69.5081,49.6984,50.3016,9.11,1.0,bicubic -resnet50.ram_in1k,288,30.4467,69.5533,49.0204,50.9796,25.56,0.95,bicubic -efficientformerv2_s1.snap_dist_in1k,224,30.4447,69.5553,49.6198,50.3802,6.19,0.95,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,384,30.4368,69.5632,48.9222,51.0778,21.82,1.0,bicubic -cs3darknet_x.c2ns_in1k,288,30.4349,69.5651,49.1796,50.8204,35.05,1.0,bicubic -tf_efficientnet_b1.ap_in1k,240,30.4329,69.5671,49.604,50.396,7.79,0.882,bicubic -resnetv2_50.a1h_in1k,224,30.429,69.571,48.9182,51.0818,25.55,0.95,bicubic -resnet50d.ra2_in1k,288,30.4054,69.5946,48.7689,51.2311,25.58,0.95,bicubic -twins_pcpvt_small.in1k,224,30.4015,69.5985,49.382,50.618,24.11,0.9,bicubic -resnet50.d_in1k,224,30.3995,69.6005,48.1637,51.8363,25.56,0.95,bicubic -xcit_tiny_12_p16_384.fb_dist_in1k,384,30.3936,69.6064,50.1051,49.8949,6.72,1.0,bicubic -ecaresnetlight.miil_in1k,288,30.3661,69.6339,49.1874,50.8126,30.16,0.95,bicubic -ecaresnet101d_pruned.miil_in1k,288,30.3602,69.6398,48.82,51.18,24.88,0.95,bicubic -tf_efficientnet_b5.in1k,456,30.3504,69.6496,49.7711,50.2289,30.39,0.934,bicubic -resnet34.ra4_e3600_r224_in1k,288,30.3386,69.6614,48.7885,51.2115,21.8,1.0,bicubic -visformer_small.in1k,224,30.3248,69.6752,48.315,51.685,40.22,0.9,bicubic -tf_efficientnetv2_b2.in1k,208,30.315,69.685,49.0401,50.9599,10.1,0.89,bicubic -resnet101.a1_in1k,288,30.3111,69.6889,46.5543,53.4457,44.55,1.0,bicubic -regnety_040.ra3_in1k,288,30.3052,69.6948,48.8848,51.1152,20.65,1.0,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k,256,30.2737,69.7263,49.2955,50.7045,14.25,0.888,bicubic -resnet50.c2_in1k,224,30.26,69.74,48.4702,51.5298,25.56,0.95,bicubic -regnetx_160.tv2_in1k,224,30.2541,69.7459,47.0475,52.9525,54.28,0.965,bicubic -vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,30.2246,69.7754,48.7158,51.2842,119.42,0.9,bicubic -resnet50.b1k_in1k,288,30.2069,69.7931,49.1874,50.8126,25.56,1.0,bicubic -mambaout_kobe.in1k,224,30.1912,69.8088,49.382,50.618,9.14,1.0,bicubic -tnt_s_patch16_224.in1k,224,30.1912,69.8088,48.9104,51.0896,23.77,0.9,bicubic -fastvit_s12.apple_dist_in1k,256,30.1873,69.8127,48.9497,51.0503,9.47,0.9,bicubic -cs3sedarknet_l.c2ns_in1k,256,30.1833,69.8167,49.5529,50.4471,21.91,0.887,bicubic -seresnext50_32x4d.racm_in1k,288,30.1696,69.8304,49.0912,50.9088,27.56,0.95,bicubic -resnet50.b2k_in1k,288,30.1578,69.8422,48.2855,51.7145,25.56,1.0,bicubic -wide_resnet50_2.tv2_in1k,224,30.1499,69.8501,48.3582,51.6418,68.88,0.965,bilinear -efficientnet_b0.ra4_e3600_r224_in1k,256,30.1381,69.8619,49.0243,50.9757,5.29,1.0,bicubic -regnety_016.tv2_in1k,224,30.1322,69.8678,49.2778,50.7222,11.2,0.965,bicubic -resnet50d.ra4_e3600_r224_in1k,288,30.1264,69.8736,48.6372,51.3628,25.58,1.0,bicubic -resnet34.ra4_e3600_r224_in1k,224,30.1264,69.8736,48.7728,51.2272,21.8,0.9,bicubic -resnet101.tv2_in1k,176,30.0929,69.9071,48.0909,51.9091,44.55,0.875,bilinear -nf_regnet_b1.ra2_in1k,256,30.0871,69.9129,50.17,49.83,10.22,0.9,bicubic -seresnet50.ra2_in1k,224,30.0871,69.9129,49.3211,50.6789,28.09,0.875,bicubic -convmixer_1024_20_ks9_p14.in1k,224,30.0694,69.9306,49.9263,50.0737,24.38,0.96,bicubic -dpn68b.ra_in1k,288,30.0694,69.9306,48.1931,51.8069,12.61,1.0,bicubic -legacy_senet154.in1k,224,30.0615,69.9385,48.0104,51.9896,115.09,0.875,bilinear -halo2botnet50ts_256.a1h_in1k,256,30.0419,69.9581,48.5154,51.4846,22.64,0.95,bicubic -efficientnet_el.ra_in1k,300,30.0399,69.9601,48.8357,51.1643,10.59,0.904,bicubic -tf_efficientnet_b2.aa_in1k,260,30.0281,69.9719,49.608,50.392,9.11,0.89,bicubic -xcit_tiny_12_p16_224.fb_dist_in1k,224,30.0026,69.9974,49.6374,50.3626,6.72,1.0,bicubic -fbnetv3_d.ra2_in1k,224,29.9986,70.0014,49.9322,50.0678,10.31,0.95,bilinear -dpn98.mx_in1k,224,29.9731,70.0269,48.1656,51.8344,61.57,0.875,bicubic -resnet101.a2_in1k,224,29.9691,70.0309,47.0003,52.9997,44.55,0.95,bicubic -resnext50_32x4d.a1h_in1k,288,29.9672,70.0328,48.2383,51.7617,25.03,1.0,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k,256,29.9652,70.0348,49.2621,50.7379,10.59,0.888,bicubic -resnetv2_50d_gn.ah_in1k,288,29.9475,70.0525,48.2265,51.7735,25.57,1.0,bicubic -dpn131.mx_in1k,224,29.9416,70.0584,48.0497,51.9503,79.25,0.875,bicubic -dpn92.mx_in1k,224,29.92,70.08,49.1423,50.8577,37.67,0.875,bicubic -resnetv2_101x1_bit.goog_in21k_ft_in1k,448,29.9141,70.0859,51.1053,48.8947,44.54,1.0,bilinear -senet154.gluon_in1k,224,29.8847,70.1153,47.8826,52.1174,115.09,0.875,bicubic -tf_efficientnet_b4.in1k,380,29.8847,70.1153,49.0479,50.9521,19.34,0.922,bicubic -convnextv2_pico.fcmae_ft_in1k,288,29.8827,70.1173,48.7748,51.2252,9.07,0.95,bicubic -legacy_xception.tf_in1k,299,29.8709,70.1291,48.7316,51.2684,22.86,0.8975,bicubic -resnet50.tv2_in1k,224,29.8689,70.1311,48.0457,51.9543,25.56,0.965,bilinear -cs3sedarknet_l.c2ns_in1k,288,29.8316,70.1684,49.099,50.901,21.91,0.95,bicubic -inception_v3.tf_adv_in1k,299,29.8277,70.1723,47.861,52.139,23.83,0.875,bicubic -resnet152.a2_in1k,288,29.81,70.19,45.9451,54.0549,60.19,1.0,bicubic -efficientnet_b0.ra4_e3600_r224_in1k,224,29.8041,70.1959,48.9143,51.0857,5.29,0.9,bicubic -vit_base_patch16_384.augreg_in1k,384,29.8002,70.1998,48.3562,51.6438,86.86,1.0,bicubic -resnetaa50.a1h_in1k,288,29.7962,70.2038,48.0143,51.9857,25.56,1.0,bicubic -efficientvit_b1.r224_in1k,224,29.7844,70.2156,48.203,51.797,9.1,0.95,bicubic -fbnetv3_d.ra2_in1k,256,29.7628,70.2372,49.4743,50.5257,10.31,0.95,bilinear -ese_vovnet39b.ra_in1k,288,29.7432,70.2568,49.0597,50.9403,24.57,0.95,bicubic -resmlp_36_224.fb_in1k,224,29.7392,70.2608,48.9163,51.0837,44.69,0.875,bicubic -lamhalobotnet50ts_256.a1h_in1k,256,29.7373,70.2627,48.3464,51.6536,22.57,0.95,bicubic -edgenext_small_rw.sw_in1k,256,29.7294,70.2706,49.1933,50.8067,7.83,0.9,bicubic -ecaresnet50t.a1_in1k,224,29.7235,70.2765,47.527,52.473,25.57,0.95,bicubic -resnet101.a3_in1k,160,29.7176,70.2824,47.6626,52.3374,44.55,0.95,bicubic -resnet50.ra_in1k,224,29.696,70.304,48.5292,51.4708,25.56,0.875,bicubic -convnext_nano.d1h_in1k,288,29.696,70.304,47.9259,52.0741,15.59,1.0,bicubic -resnet50.c1_in1k,288,29.694,70.306,48.4643,51.5357,25.56,1.0,bicubic -resnet50.tv2_in1k,176,29.6842,70.3158,48.1027,51.8973,25.56,0.875,bilinear -fastvit_sa12.apple_in1k,256,29.6803,70.3197,48.5743,51.4257,11.58,0.9,bicubic -efficientvit_b1.r256_in1k,256,29.6606,70.3394,48.2481,51.7519,9.1,1.0,bicubic -vit_base_patch32_384.augreg_in1k,384,29.6606,70.3394,49.0047,50.9953,88.3,1.0,bicubic -resnetv2_34d.ra4_e3600_r384_in1k,448,29.6528,70.3472,48.1676,51.8324,21.82,1.0,bicubic -fastvit_t12.apple_dist_in1k,256,29.6469,70.3531,48.5134,51.4866,7.55,0.9,bicubic -efficientnet_b2.ra_in1k,256,29.6429,70.3571,48.8809,51.1191,9.11,0.875,bicubic -resnet50.a1_in1k,224,29.641,70.359,46.737,53.263,25.56,0.95,bicubic -resnetblur50.bt_in1k,224,29.6233,70.3767,48.256,51.744,25.56,0.875,bicubic -nest_tiny_jx.goog_in1k,224,29.582,70.418,46.9925,53.0075,17.06,0.875,bicubic -ecaresnet50d.miil_in1k,288,29.5801,70.4199,48.9949,51.0051,25.58,0.95,bicubic -resnet50_gn.a1h_in1k,224,29.5702,70.4298,48.3032,51.6968,25.56,0.94,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,288,29.5545,70.4455,47.4248,52.5752,21.82,1.0,bicubic -cs3darknet_l.c2ns_in1k,256,29.5408,70.4592,48.3739,51.6261,21.16,0.887,bicubic -resnet152.a3_in1k,224,29.5309,70.4691,47.0062,52.9938,60.19,0.95,bicubic -resnetv2_34d.ra4_e3600_r224_in1k,224,29.5172,70.4828,47.5722,52.4278,21.82,0.9,bicubic -gcresnext50ts.ch_in1k,288,29.5093,70.4907,47.8512,52.1488,15.67,1.0,bicubic -efficientnet_em.ra2_in1k,240,29.4995,70.5005,48.9438,51.0562,6.9,0.882,bicubic -resnext50_32x4d.tv2_in1k,224,29.4956,70.5044,47.246,52.754,25.03,0.965,bilinear -cs3darknet_l.c2ns_in1k,288,29.4818,70.5182,48.2403,51.7597,21.16,0.95,bicubic -resnetv2_50.a1h_in1k,288,29.4484,70.5516,47.4936,52.5064,25.55,1.0,bicubic -gcresnext50ts.ch_in1k,256,29.4464,70.5536,47.8826,52.1174,15.67,0.9,bicubic -resnext101_32x8d.tv_in1k,224,29.4445,70.5555,48.4918,51.5082,88.79,0.875,bilinear -mobileone_s4.apple_in1k,224,29.4386,70.5614,47.9966,52.0034,14.95,0.9,bilinear -deit_small_patch16_224.fb_in1k,224,29.4347,70.5653,48.2678,51.7322,22.05,0.9,bicubic -sebotnet33ts_256.a1h_in1k,256,29.4268,70.5732,47.1497,52.8503,13.7,0.94,bicubic -nf_regnet_b1.ra2_in1k,288,29.4229,70.5771,49.4213,50.5787,10.22,0.9,bicubic -resnet50.fb_ssl_yfcc100m_ft_in1k,224,29.4189,70.5811,49.7829,50.2171,25.56,0.875,bilinear -coat_lite_mini.in1k,224,29.3973,70.6027,47.6744,52.3256,11.01,0.9,bicubic -cait_xxs24_384.fb_dist_in1k,384,29.3855,70.6145,48.7433,51.2567,12.03,1.0,bicubic -repvit_m1.dist_in1k,224,29.3836,70.6164,48.5252,51.4748,5.49,0.95,bicubic -resnetv2_50d_evos.ah_in1k,288,29.3796,70.6204,47.2735,52.7265,25.59,1.0,bicubic -resnext50_32x4d.a1_in1k,224,29.3698,70.6302,46.2379,53.7621,25.03,0.95,bicubic -edgenext_small_rw.sw_in1k,320,29.3659,70.6341,48.7296,51.2704,7.83,1.0,bicubic -resnext50_32x4d.ra_in1k,224,29.358,70.642,47.4051,52.5949,25.03,0.875,bicubic -swin_tiny_patch4_window7_224.ms_in1k,224,29.3502,70.6498,47.584,52.416,28.29,0.9,bicubic -convnext_nano_ols.d1h_in1k,288,29.3423,70.6577,47.411,52.589,15.65,1.0,bicubic -resnet34d.ra2_in1k,224,29.3285,70.6715,48.4309,51.5691,21.82,0.875,bicubic -regnetz_b16.ra3_in1k,288,29.3207,70.6793,47.9043,52.0957,9.72,1.0,bicubic -cait_xxs24_224.fb_dist_in1k,224,29.3089,70.6911,48.5252,51.4748,11.96,1.0,bicubic -eca_resnet33ts.ra2_in1k,288,29.2794,70.7206,48.9143,51.0857,19.68,1.0,bicubic -resnet50.d_in1k,288,29.2637,70.7363,47.2145,52.7855,25.56,1.0,bicubic -pvt_v2_b1.in1k,224,29.2578,70.7422,48.9575,51.0425,14.01,0.9,bicubic -resnet34.a1_in1k,224,29.2578,70.7422,47.1084,52.8916,21.8,0.95,bicubic -maxvit_rmlp_pico_rw_256.sw_in1k,256,29.248,70.752,47.7392,52.2608,7.52,0.95,bicubic -resnet50.c2_in1k,288,29.246,70.754,47.1615,52.8385,25.56,1.0,bicubic -ecaresnet50d_pruned.miil_in1k,224,29.2205,70.7795,48.4682,51.5318,19.94,0.875,bicubic -poolformer_s24.sail_in1k,224,29.2087,70.7913,48.1224,51.8776,21.39,0.9,bicubic -gcvit_xxtiny.in1k,224,29.1929,70.8071,48.3759,51.6241,12.0,0.875,bicubic -tresnet_l.miil_in1k_448,448,29.1831,70.8169,47.2617,52.7383,55.99,0.875,bilinear -seresnet50.ra2_in1k,288,29.1576,70.8424,47.7431,52.2569,28.09,0.95,bicubic -lambda_resnet50ts.a1h_in1k,256,29.1301,70.8699,46.9728,53.0272,21.54,0.95,bicubic -inception_v3.gluon_in1k,299,29.1301,70.8699,46.9532,53.0468,23.83,0.875,bicubic -resnet101.a2_in1k,288,29.1006,70.8994,45.7309,54.2691,44.55,1.0,bicubic -resnet50d.a1_in1k,224,29.0986,70.9014,46.004,53.996,25.58,0.95,bicubic -eca_resnet33ts.ra2_in1k,256,29.0986,70.9014,48.8219,51.1781,19.68,0.9,bicubic -cs3darknet_focus_l.c2ns_in1k,256,29.079,70.921,47.6783,52.3217,21.15,0.887,bicubic -convnext_pico_ols.d1_in1k,224,29.0554,70.9446,47.9711,52.0289,9.06,0.95,bicubic -xception71.tf_in1k,299,29.0554,70.9446,47.4071,52.5929,42.34,0.903,bicubic -resnext50_32x4d.tv2_in1k,176,29.0338,70.9662,46.8235,53.1765,25.03,0.875,bilinear -hrnet_w64.ms_in1k,224,29.0279,70.9721,47.1064,52.8936,128.06,0.875,bilinear -resnet34d.ra2_in1k,288,29.02,70.98,48.0693,51.9307,21.82,0.95,bicubic -regnetx_032.tv2_in1k,224,28.9807,71.0193,47.0534,52.9466,15.3,0.965,bicubic -cs3darknet_focus_l.c2ns_in1k,288,28.9788,71.0212,47.6075,52.3925,21.15,0.95,bicubic -vit_small_patch32_384.augreg_in21k_ft_in1k,384,28.9257,71.0743,48.9477,51.0523,22.92,1.0,bicubic -xcit_tiny_12_p8_224.fb_in1k,224,28.9139,71.0861,47.4955,52.5045,6.71,1.0,bicubic -tf_efficientnet_b0.ns_jft_in1k,224,28.908,71.092,48.9674,51.0326,5.29,0.875,bicubic -resnet101.gluon_in1k,224,28.9002,71.0998,46.4187,53.5813,44.55,0.875,bicubic -xception65.tf_in1k,299,28.8943,71.1057,47.132,52.868,39.92,0.903,bicubic -tf_efficientnet_b1.aa_in1k,240,28.8844,71.1156,47.5447,52.4553,7.79,0.882,bicubic -mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,28.8589,71.1411,47.9298,52.0702,10.59,1.0,bicubic -halonet50ts.a1h_in1k,256,28.8432,71.1568,46.511,53.489,22.73,0.94,bicubic -skresnext50_32x4d.ra_in1k,224,28.8353,71.1647,46.4894,53.5106,27.48,0.875,bicubic -mambaout_kobe.in1k,288,28.798,71.202,47.973,52.027,9.14,1.0,bicubic -sehalonet33ts.ra2_in1k,256,28.7803,71.2197,46.5739,53.4261,13.69,0.94,bicubic -levit_conv_256.fb_dist_in1k,224,28.7705,71.2295,46.7233,53.2767,18.89,0.9,bicubic -levit_256.fb_dist_in1k,224,28.7685,71.2315,46.7292,53.2708,18.89,0.9,bicubic -resnet50.ra_in1k,288,28.7646,71.2354,47.3423,52.6577,25.56,0.95,bicubic -tf_efficientnet_lite3.in1k,300,28.7646,71.2354,47.4798,52.5202,8.2,0.904,bilinear -hgnet_tiny.paddle_in1k,288,28.7488,71.2512,47.7038,52.2962,14.74,1.0,bicubic -seresnet50.a1_in1k,224,28.7469,71.2531,45.8174,54.1826,28.09,0.95,bicubic -mambaout_femto.in1k,224,28.7036,71.2964,47.7864,52.2136,7.3,1.0,bicubic -mobileone_s3.apple_in1k,224,28.6978,71.3022,47.5388,52.4612,10.17,0.9,bilinear -darknetaa53.c2ns_in1k,288,28.6604,71.3396,46.963,53.037,36.02,1.0,bilinear -skresnet34.ra_in1k,224,28.6585,71.3415,47.9868,52.0132,22.28,0.875,bicubic -resnetblur50.bt_in1k,288,28.6545,71.3455,46.9217,53.0783,25.56,0.95,bicubic -tf_efficientnetv2_b0.in1k,192,28.6447,71.3553,47.413,52.587,7.14,0.875,bicubic -convnext_pico.d1_in1k,224,28.6388,71.3612,47.3658,52.6342,9.05,0.875,bicubic -seresnext50_32x4d.gluon_in1k,224,28.6349,71.3651,46.4403,53.5597,27.56,0.875,bicubic -hrnet_w40.ms_in1k,224,28.6309,71.3691,47.4641,52.5359,57.56,0.875,bilinear -swinv2_tiny_window8_256.ms_in1k,256,28.6152,71.3848,46.177,53.823,28.35,0.9,bicubic -mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,28.6074,71.3926,47.1438,52.8562,14.25,1.0,bicubic -tf_efficientnet_b3.in1k,300,28.574,71.426,48.0064,51.9936,12.23,0.904,bicubic -tf_efficientnetv2_b0.in1k,224,28.5681,71.4319,47.1045,52.8955,7.14,0.875,bicubic -tf_efficientnetv2_b1.in1k,192,28.5641,71.4359,47.4523,52.5477,8.14,0.882,bicubic -resnet152.tv_in1k,224,28.5504,71.4496,47.1457,52.8543,60.19,0.875,bilinear -poolformerv2_s12.sail_in1k,224,28.5425,71.4575,47.4071,52.5929,11.89,1.0,bicubic -eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,28.5248,71.4752,47.5407,52.4593,5.76,1.0,bicubic -xcit_tiny_12_p16_224.fb_in1k,224,28.5111,71.4889,47.3757,52.6243,6.72,1.0,bicubic -ecaresnet50t.a1_in1k,288,28.4737,71.5263,45.5501,54.4499,25.57,1.0,bicubic -resnet50d.a2_in1k,224,28.458,71.542,45.5128,54.4872,25.58,0.95,bicubic -ecaresnet50t.a2_in1k,224,28.4443,71.5557,45.7525,54.2475,25.57,0.95,bicubic -repvgg_b2.rvgg_in1k,224,28.4325,71.5675,47.0377,52.9623,89.02,0.875,bilinear -tf_efficientnet_b0.ap_in1k,224,28.4266,71.5734,47.5525,52.4475,5.29,0.875,bicubic -hrnet_w48.ms_in1k,224,28.4148,71.5852,47.5997,52.4003,77.47,0.875,bilinear -fasternet_t2.in1k,224,28.4128,71.5872,47.2578,52.7422,14.98,1.0,bicubic -dla102x2.in1k,224,28.4109,71.5891,46.7547,53.2453,41.28,0.875,bilinear -resnext50_32x4d.gluon_in1k,224,28.403,71.597,45.3497,54.6503,25.03,0.875,bicubic -shvit_s4.in1k,256,28.3932,71.6068,46.5818,53.4182,16.59,0.875,bicubic -dla169.in1k,224,28.3794,71.6206,47.5054,52.4946,53.39,0.875,bilinear -efficientnet_b2_pruned.in1k,260,28.3598,71.6402,47.0613,52.9387,8.31,0.89,bicubic -tf_efficientnet_cc_b0_4e.in1k,224,28.3558,71.6442,47.3698,52.6302,13.31,0.875,bicubic -swinv2_cr_tiny_ns_224.sw_in1k,224,28.348,71.652,45.9471,54.0529,28.33,0.9,bicubic -seresnet33ts.ra2_in1k,256,28.3381,71.6619,47.7726,52.2274,19.78,0.9,bicubic -darknet53.c2ns_in1k,288,28.3106,71.6894,46.8864,53.1136,41.61,1.0,bicubic -resnext50_32x4d.ra_in1k,288,28.3047,71.6953,46.1298,53.8702,25.03,0.95,bicubic -ecaresnet50t.a3_in1k,160,28.289,71.711,46.1475,53.8525,25.57,0.95,bicubic -mixnet_xl.ra_in1k,224,28.2792,71.7208,46.7351,53.2649,11.9,0.875,bicubic -swiftformer_s.dist_in1k,224,28.2792,71.7208,46.6014,53.3986,6.09,0.95,bicubic -resnet50d.gluon_in1k,224,28.234,71.766,45.9215,54.0785,25.58,0.875,bicubic -shvit_s3.in1k,224,28.234,71.766,46.6977,53.3023,14.25,0.875,bicubic -seresnet33ts.ra2_in1k,288,28.2045,71.7955,47.5741,52.4259,19.78,1.0,bicubic -resnet50.a1_in1k,288,28.1888,71.8112,44.9193,55.0807,25.56,1.0,bicubic -fastvit_s12.apple_in1k,256,28.1515,71.8485,46.6702,53.3298,9.47,0.9,bicubic -wide_resnet101_2.tv_in1k,224,28.1416,71.8584,46.5602,53.4398,126.89,0.875,bilinear -resnet101c.gluon_in1k,224,28.1279,71.8721,45.9765,54.0235,44.57,0.875,bicubic -densenet161.tv_in1k,224,28.1161,71.8839,46.6584,53.3416,28.68,0.875,bicubic -resnet34.a1_in1k,288,28.1043,71.8957,45.723,54.277,21.8,1.0,bicubic -regnetx_320.pycls_in1k,224,28.0807,71.9193,45.1296,54.8704,107.81,0.875,bicubic -resnext50_32x4d.a1_in1k,288,28.0768,71.9232,44.8309,55.1691,25.03,1.0,bicubic -ecaresnet50d_pruned.miil_in1k,288,28.0768,71.9232,47.0573,52.9427,19.94,0.95,bicubic -regnety_320.pycls_in1k,224,28.067,71.933,45.4637,54.5363,145.05,0.875,bicubic -darknetaa53.c2ns_in1k,256,28.0571,71.9429,46.5778,53.4222,36.02,0.887,bilinear -gernet_s.idstcv_in1k,224,28.0532,71.9468,46.7468,53.2532,8.17,0.875,bilinear -mobilevitv2_175.cvnets_in1k,256,28.0355,71.9645,46.1082,53.8918,14.25,0.888,bicubic -fbnetv3_b.ra2_in1k,224,28.0355,71.9645,47.7431,52.2569,8.6,0.95,bilinear -resnext50_32x4d.a3_in1k,160,28.0159,71.9841,45.5894,54.4106,25.03,0.95,bicubic -levit_conv_192.fb_dist_in1k,224,28.0061,71.9939,45.8842,54.1158,10.95,0.9,bicubic -efficientnet_el_pruned.in1k,300,28.0002,71.9998,46.7901,53.2099,10.59,0.904,bicubic -levit_192.fb_dist_in1k,224,28.0002,71.9998,45.8861,54.1139,10.95,0.9,bicubic -vit_base_patch16_224.augreg_in1k,224,27.9726,72.0274,45.7191,54.2809,86.57,0.9,bicubic -resnext50_32x4d.a2_in1k,224,27.9648,72.0352,44.4458,55.5542,25.03,0.95,bicubic -resnet50d.a3_in1k,160,27.953,72.047,45.2947,54.7053,25.58,0.95,bicubic -fastvit_t12.apple_in1k,256,27.9373,72.0627,46.3892,53.6108,7.55,0.9,bicubic -resnet101.a3_in1k,224,27.9373,72.0627,45.0235,54.9765,44.55,0.95,bicubic -resnet50_gn.a1h_in1k,288,27.9353,72.0647,46.0925,53.9075,25.56,0.95,bicubic -starnet_s4.in1k,224,27.9137,72.0863,46.0807,53.9193,7.48,0.875,bicubic -darknet53.c2ns_in1k,256,27.9137,72.0863,46.5366,53.4634,41.61,0.887,bicubic -xception41.tf_in1k,299,27.894,72.106,45.9058,54.0942,26.97,0.903,bicubic -resnetrs50.tf_in1k,160,27.8646,72.1354,46.6859,53.3141,35.69,0.91,bicubic -dpn68b.mx_in1k,224,27.8351,72.1649,47.3717,52.6283,12.61,0.875,bicubic -regnetx_160.pycls_in1k,224,27.8331,72.1669,45.6287,54.3713,54.28,0.875,bicubic -res2net101_26w_4s.in1k,224,27.8135,72.1865,45.1768,54.8232,45.21,0.875,bilinear -seresnet50.a2_in1k,224,27.784,72.216,44.7091,55.2909,28.09,0.95,bicubic -inception_v3.tf_in1k,299,27.782,72.218,45.7113,54.2887,23.83,0.875,bicubic -resnet50d.a1_in1k,288,27.7683,72.2317,44.3829,55.6171,25.58,1.0,bicubic -tf_efficientnetv2_b1.in1k,240,27.7604,72.2396,46.5818,53.4182,8.14,0.882,bicubic -repghostnet_200.in1k,224,27.7526,72.2474,46.3086,53.6914,9.8,0.875,bicubic -mobilevitv2_200.cvnets_in1k,256,27.7231,72.2769,45.8331,54.1669,18.45,0.888,bicubic -vit_base_patch16_224.sam_in1k,224,27.7172,72.2828,45.106,54.894,86.57,0.9,bicubic -fbnetv3_b.ra2_in1k,256,27.6582,72.3418,46.9905,53.0095,8.6,0.95,bilinear -repvgg_b1.rvgg_in1k,224,27.6523,72.3477,46.511,53.489,57.42,0.875,bilinear -mambaout_femto.in1k,288,27.6523,72.3477,46.401,53.599,7.3,1.0,bicubic -inception_v3.tv_in1k,299,27.6386,72.3614,45.2534,54.7466,23.83,0.875,bicubic -convnextv2_femto.fcmae_ft_in1k,224,27.6366,72.3634,46.8176,53.1824,5.23,0.875,bicubic -hrnet_w44.ms_in1k,224,27.6268,72.3732,45.8468,54.1532,67.06,0.875,bilinear -gcresnet33ts.ra2_in1k,256,27.5993,72.4007,46.2379,53.7621,19.88,0.9,bicubic -regnety_160.pycls_in1k,224,27.5973,72.4027,45.5462,54.4538,83.59,0.875,bicubic -resnet50.am_in1k,224,27.5796,72.4204,45.3615,54.6385,25.56,0.875,bicubic -resmlp_24_224.fb_in1k,224,27.5698,72.4302,45.6995,54.3005,30.02,0.875,bicubic -pit_xs_224.in1k,224,27.4892,72.5108,45.8547,54.1453,10.62,0.9,bicubic -tiny_vit_5m_224.in1k,224,27.4853,72.5147,45.8645,54.1355,5.39,0.95,bicubic -hrnet_w30.ms_in1k,224,27.4716,72.5284,46.5464,53.4536,37.71,0.875,bilinear -gcresnet33ts.ra2_in1k,288,27.4008,72.5992,46.1573,53.8427,19.88,1.0,bicubic -resnet50.a2_in1k,224,27.393,72.607,44.2512,55.7488,25.56,0.95,bicubic -regnetx_080.pycls_in1k,224,27.3871,72.6129,44.994,55.006,39.57,0.875,bicubic -convnext_pico.d1_in1k,288,27.3831,72.6169,45.6661,54.3339,9.05,0.95,bicubic -hrnet_w32.ms_in1k,224,27.3772,72.6228,46.0158,53.9842,41.23,0.875,bilinear -vit_small_patch16_384.augreg_in1k,384,27.3478,72.6522,46.1514,53.8486,22.2,1.0,bicubic -resnet33ts.ra2_in1k,288,27.3399,72.6601,45.2003,54.7997,19.68,1.0,bicubic -resnet50s.gluon_in1k,224,27.332,72.668,45.2534,54.7466,25.68,0.875,bicubic -res2net50_26w_8s.in1k,224,27.3144,72.6856,44.8172,55.1828,48.4,0.875,bilinear -convnext_pico_ols.d1_in1k,288,27.2947,72.7053,45.6503,54.3497,9.06,1.0,bicubic -densenet201.tv_in1k,224,27.279,72.721,46.2123,53.7877,20.01,0.875,bicubic -ecaresnet50t.a2_in1k,288,27.2711,72.7289,44.0763,55.9237,25.57,1.0,bicubic -ghostnetv2_160.in1k,224,27.2593,72.7407,46.3931,53.6069,12.39,0.875,bicubic -densenetblur121d.ra_in1k,224,27.2397,72.7603,46.3027,53.6973,8.0,0.875,bicubic -efficientnet_b1_pruned.in1k,240,27.2259,72.7741,45.9608,54.0392,6.33,0.882,bicubic -regnety_064.pycls_in1k,224,27.222,72.778,44.8584,55.1416,30.58,0.875,bicubic -resnet33ts.ra2_in1k,256,27.1866,72.8134,45.3909,54.6091,19.68,0.9,bicubic -tf_efficientnetv2_b2.in1k,260,27.1768,72.8232,44.5676,55.4324,10.1,0.89,bicubic -resnetrs50.tf_in1k,224,27.1591,72.8409,45.0726,54.9274,35.69,0.91,bicubic -vit_base_patch32_224.augreg_in1k,224,27.1414,72.8586,45.1944,54.8056,88.22,0.9,bicubic -seresnet50.a1_in1k,288,27.1002,72.8998,43.5929,56.4071,28.09,1.0,bicubic -resnet50d.a2_in1k,288,27.0982,72.9018,43.8405,56.1595,25.58,1.0,bicubic -resnet32ts.ra2_in1k,256,27.0805,72.9195,45.2593,54.7407,17.96,0.9,bicubic -rexnet_130.nav_in1k,224,27.0785,72.9215,45.9215,54.0785,7.56,0.875,bicubic -dla102x.in1k,224,27.051,72.949,45.4931,54.5069,26.31,0.875,bilinear -gmixer_24_224.ra3_in1k,224,27.0314,72.9686,44.373,55.627,24.72,0.875,bicubic -resnet101.tv_in1k,224,26.9744,73.0256,45.2396,54.7604,44.55,0.875,bilinear -resnet32ts.ra2_in1k,288,26.9312,73.0688,45.0647,54.9353,17.96,1.0,bicubic -resnext50d_32x4d.bt_in1k,224,26.9135,73.0865,44.3927,55.6073,25.05,0.875,bicubic -rexnet_100.nav_in1k,224,26.8742,73.1258,45.3752,54.6248,4.8,0.875,bicubic -regnetx_120.pycls_in1k,224,26.8702,73.1298,44.6757,55.3243,46.11,0.875,bicubic -densenet169.tv_in1k,224,26.8624,73.1376,45.4204,54.5796,14.15,0.875,bicubic -regnety_120.pycls_in1k,224,26.8113,73.1887,44.491,55.509,51.82,0.875,bicubic -legacy_seresnext101_32x4d.in1k,224,26.8015,73.1985,43.477,56.523,48.96,0.875,bilinear -regnetx_064.pycls_in1k,224,26.7975,73.2025,44.9468,55.0532,26.21,0.875,bicubic -tinynet_a.in1k,192,26.7916,73.2084,45.0942,54.9058,6.19,0.875,bicubic -res2net101d.in1k,224,26.7209,73.2791,44.3632,55.6368,45.23,0.875,bilinear -regnetx_032.pycls_in1k,224,26.7071,73.2929,45.2495,54.7505,15.3,0.875,bicubic -resnext50_32x4d.a2_in1k,288,26.6914,73.3086,42.7499,57.2501,25.03,1.0,bicubic -densenet121.ra_in1k,224,26.6796,73.3204,45.896,54.104,7.98,0.875,bicubic -legacy_seresnet152.in1k,224,26.6757,73.3243,43.9506,56.0494,66.82,0.875,bilinear -efficientvit_m5.r224_in1k,224,26.6659,73.3341,44.9174,55.0826,12.47,0.875,bicubic -dla60x.in1k,224,26.6344,73.3656,45.0254,54.9746,17.35,0.875,bilinear -efficientnet_es.ra_in1k,224,26.6305,73.3695,45.1021,54.8979,5.44,0.875,bicubic -res2net50_26w_6s.in1k,224,26.601,73.399,43.9958,56.0042,37.05,0.875,bilinear -seresnet50.a3_in1k,160,26.5991,73.4009,44.7091,55.2909,28.09,0.95,bicubic -repvgg_b1g4.rvgg_in1k,224,26.5794,73.4206,45.0923,54.9077,39.97,0.875,bilinear -resnet50.a3_in1k,160,26.5716,73.4284,44.2237,55.7763,25.56,0.95,bicubic -coat_lite_tiny.in1k,224,26.5539,73.4461,44.7189,55.2811,5.72,0.9,bicubic -regnety_080.pycls_in1k,224,26.5421,73.4579,44.3966,55.6034,39.18,0.875,bicubic -resnet34.a2_in1k,224,26.5382,73.4618,43.9113,56.0887,21.8,0.95,bicubic -mobilenetv3_large_100.miil_in21k_ft_in1k,224,26.5165,73.4835,44.5342,55.4658,5.48,0.875,bilinear -ecaresnet26t.ra2_in1k,256,26.5028,73.4972,44.9626,55.0374,16.01,0.875,bicubic -res2net50_14w_8s.in1k,224,26.491,73.509,44.3652,55.6348,25.06,0.875,bilinear -tf_efficientnet_b0.aa_in1k,224,26.4792,73.5208,45.6425,54.3575,5.29,0.875,bicubic -tf_efficientnet_b2.in1k,260,26.4713,73.5287,44.7778,55.2222,9.11,0.89,bicubic -ecaresnet50t.a3_in1k,224,26.4517,73.5483,43.5065,56.4935,25.57,0.95,bicubic -convnextv2_atto.fcmae_ft_in1k,224,26.4438,73.5562,44.2964,55.7036,3.71,0.875,bicubic -resnet50.gluon_in1k,224,26.432,73.568,44.0508,55.9492,25.56,0.875,bicubic -mobileone_s2.apple_in1k,224,26.4183,73.5817,44.5538,55.4462,7.88,0.9,bilinear -tf_efficientnet_el.in1k,300,26.3868,73.6132,44.2453,55.7547,10.59,0.904,bicubic -convnext_femto.d1_in1k,224,26.3868,73.6132,44.8388,55.1612,5.22,0.875,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,224,26.3868,73.6132,44.6541,55.3459,6.27,0.9,bicubic -mobilenetv1_125.ra4_e3600_r224_in1k,256,26.3711,73.6289,44.5538,55.4462,6.27,1.0,bicubic -levit_conv_128.fb_dist_in1k,224,26.3613,73.6387,44.1431,55.8569,9.21,0.9,bicubic -lambda_resnet26t.c1_in1k,256,26.3613,73.6387,44.4084,55.5916,10.96,0.94,bicubic -levit_128.fb_dist_in1k,224,26.3495,73.6505,44.1215,55.8785,9.21,0.9,bicubic -resmlp_12_224.fb_distilled_in1k,224,26.322,73.678,44.8958,55.1042,15.35,0.875,bicubic -resmlp_big_24_224.fb_in1k,224,26.3161,73.6839,43.5595,56.4405,129.14,0.875,bicubic -regnetx_040.pycls_in1k,224,26.263,73.737,44.4222,55.5778,22.12,0.875,bicubic -visformer_tiny.in1k,224,26.2571,73.7429,44.2021,55.7979,10.32,0.9,bicubic -mobilevitv2_150.cvnets_in1k,256,26.2237,73.7763,43.8287,56.1713,10.59,0.888,bicubic -convnext_femto_ols.d1_in1k,224,26.2002,73.7998,44.2453,55.7547,5.23,0.875,bicubic -vit_small_patch32_224.augreg_in21k_ft_in1k,224,26.1825,73.8175,45.1316,54.8684,22.88,0.9,bicubic -crossvit_9_dagger_240.in1k,240,26.1746,73.8254,44.5617,55.4383,8.78,0.875,bicubic -shvit_s2.in1k,224,26.1727,73.8273,44.0508,55.9492,11.48,0.875,bicubic -seresnet50.a2_in1k,288,26.1687,73.8313,42.6792,57.3208,28.09,1.0,bicubic -densenetblur121d.ra_in1k,288,26.1668,73.8332,45.0353,54.9647,8.0,0.95,bicubic -resnet50d.a3_in1k,224,26.1333,73.8667,42.9739,57.0261,25.58,0.95,bicubic -resnet50.a2_in1k,288,26.1255,73.8745,42.5927,57.4073,25.56,1.0,bicubic -resnext50_32x4d.a3_in1k,224,26.096,73.904,42.9523,57.0477,25.03,0.95,bicubic -resnet34.a2_in1k,288,26.0921,73.9079,43.1331,56.8669,21.8,1.0,bicubic -efficientnet_b1.ft_in1k,256,26.0842,73.9158,44.0468,55.9532,7.79,1.0,bicubic -convnextv2_femto.fcmae_ft_in1k,288,26.0685,73.9315,44.3514,55.6486,5.23,0.95,bicubic -mobilevitv2_125.cvnets_in1k,256,26.0371,73.9629,43.701,56.299,7.48,0.888,bicubic -lambda_resnet26rpt_256.c1_in1k,256,26.0194,73.9806,44.2316,55.7684,10.99,0.94,bicubic -hardcorenas_c.miil_green_in1k,224,26.0056,73.9944,44.8545,55.1455,5.52,0.875,bilinear -dpn68.mx_in1k,224,26.0037,73.9963,44.0744,55.9256,12.61,0.875,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,224,26.0017,73.9983,44.0036,55.9964,11.71,0.9,bicubic -fastvit_t8.apple_dist_in1k,256,25.9919,74.0081,44.4241,55.5759,4.03,0.9,bicubic -repghostnet_150.in1k,224,25.982,74.018,44.3691,55.6309,6.58,0.875,bicubic -hrnet_w18.ms_in1k,224,25.9761,74.0239,44.8034,55.1966,21.3,0.875,bilinear -hardcorenas_f.miil_green_in1k,224,25.9663,74.0337,44.2355,55.7645,8.2,0.875,bilinear -vit_small_patch16_224.augreg_in1k,224,25.9526,74.0474,43.9663,56.0337,22.05,0.9,bicubic -resnetv2_18.ra4_e3600_r224_in1k,224,25.9251,74.0749,44.5401,55.4599,11.69,0.9,bicubic -regnety_040.pycls_in1k,224,25.9231,74.0769,43.8464,56.1536,20.65,0.875,bicubic -resnext50d_32x4d.bt_in1k,288,25.9211,74.0789,42.9523,57.0477,25.05,0.95,bicubic -hrnet_w18_small_v2.gluon_in1k,224,25.8936,74.1064,43.815,56.185,15.6,0.875,bicubic -regnetx_016.tv2_in1k,224,25.8936,74.1064,43.3551,56.6449,9.19,0.965,bicubic -resnet26t.ra2_in1k,256,25.874,74.126,43.9958,56.0042,16.01,0.94,bicubic -densenet121.ra_in1k,288,25.874,74.126,44.9036,55.0964,7.98,0.95,bicubic -coat_tiny.in1k,224,25.872,74.128,43.2844,56.7156,5.5,0.9,bicubic -res2net50_26w_4s.in1k,224,25.8641,74.1359,43.1626,56.8374,25.7,0.875,bilinear -tresnet_m.miil_in1k_448,448,25.8582,74.1418,42.8914,57.1086,31.39,0.875,bilinear -fastvit_t8.apple_in1k,256,25.8504,74.1496,44.1097,55.8903,4.03,0.9,bicubic -ghostnetv3_100.in1k,224,25.7895,74.2105,44.2178,55.7822,8.13,0.875,bicubic -resnet50c.gluon_in1k,224,25.7895,74.2105,43.0388,56.9612,25.58,0.875,bicubic -mobilenetv3_large_100.ra4_e3600_r224_in1k,224,25.7875,74.2125,44.1471,55.8529,5.48,0.95,bicubic -selecsls60.in1k,224,25.7482,74.2518,44.0645,55.9355,30.67,0.875,bicubic -halonet26t.a1h_in1k,256,25.7384,74.2616,43.2353,56.7647,12.48,0.95,bicubic -cs3darknet_focus_m.c2ns_in1k,256,25.6873,74.3127,44.151,55.849,9.3,0.887,bicubic -dla60_res2net.in1k,224,25.6814,74.3186,43.589,56.411,20.85,0.875,bilinear -hardcorenas_e.miil_green_in1k,224,25.6696,74.3304,43.42,56.58,8.07,0.875,bilinear -poolformer_s12.sail_in1k,224,25.6539,74.3461,44.1923,55.8077,11.92,0.9,bicubic -starnet_s3.in1k,224,25.6421,74.3579,43.6165,56.3835,5.75,0.875,bicubic -dla60_res2next.in1k,224,25.6244,74.3756,43.6971,56.3029,17.03,0.875,bilinear -eca_halonext26ts.c1_in1k,256,25.5458,74.4542,43.2215,56.7785,10.76,0.94,bicubic -ecaresnet26t.ra2_in1k,320,25.5419,74.4581,43.6833,56.3167,16.01,0.95,bicubic -convnext_femto.d1_in1k,288,25.536,74.464,43.6656,56.3344,5.22,0.95,bicubic -tf_efficientnet_lite1.in1k,240,25.5261,74.4739,43.6145,56.3855,5.42,0.882,bicubic -resmlp_12_224.fb_in1k,224,25.5261,74.4739,44.3554,55.6446,15.35,0.875,bicubic -mixnet_l.ft_in1k,224,25.5242,74.4758,43.4868,56.5132,7.33,0.875,bicubic -resnet50.bt_in1k,224,25.5144,74.4856,43.141,56.859,25.56,0.875,bicubic -repvgg_a2.rvgg_in1k,224,25.5006,74.4994,43.8896,56.1104,28.21,0.875,bilinear -bat_resnext26ts.ch_in1k,256,25.5006,74.4994,43.2137,56.7863,10.73,0.9,bicubic -cs3darknet_focus_m.c2ns_in1k,288,25.4986,74.5014,43.7639,56.2361,9.3,0.95,bicubic -res2net50d.in1k,224,25.4967,74.5033,43.0663,56.9337,25.72,0.875,bilinear -resnext50_32x4d.tv_in1k,224,25.4809,74.5191,42.8187,57.1813,25.03,0.875,bilinear -mobilenetv1_100h.ra4_e3600_r224_in1k,224,25.4731,74.5269,43.8425,56.1575,5.28,0.875,bicubic -resnetv2_18.ra4_e3600_r224_in1k,288,25.4574,74.5426,44.0547,55.9453,11.69,1.0,bicubic -botnet26t_256.c1_in1k,256,25.4397,74.5603,42.63,57.37,12.49,0.95,bicubic -regnety_008_tv.tv2_in1k,224,25.42,74.58,43.4357,56.5643,6.43,0.965,bicubic -tf_mixnet_l.in1k,224,25.4181,74.5819,42.5357,57.4643,7.33,0.875,bicubic -resnetv2_18d.ra4_e3600_r224_in1k,288,25.4043,74.5957,43.6519,56.3481,11.71,1.0,bicubic -res2next50.in1k,224,25.4004,74.5996,42.5298,57.4702,24.67,0.875,bilinear -convnext_femto_ols.d1_in1k,288,25.3945,74.6055,43.1488,56.8512,5.23,0.95,bicubic -hardcorenas_b.miil_green_in1k,224,25.3925,74.6075,44.1549,55.8451,5.18,0.875,bilinear -resnet34.bt_in1k,224,25.3925,74.6075,43.08,56.92,21.8,0.875,bicubic -resnet18d.ra4_e3600_r224_in1k,224,25.367,74.633,43.9211,56.0789,11.71,0.9,bicubic -efficientformerv2_s0.snap_dist_in1k,224,25.3611,74.6389,43.9309,56.0691,3.6,0.95,bicubic -resnetv2_50x1_bit.goog_in21k_ft_in1k,448,25.3552,74.6448,45.3615,54.6385,25.55,1.0,bilinear -mobilenetv3_large_100.ra4_e3600_r224_in1k,256,25.3414,74.6586,43.923,56.077,5.48,1.0,bicubic -wide_resnet50_2.tv_in1k,224,25.3395,74.6605,42.1879,57.8121,68.88,0.875,bilinear -hardcorenas_d.miil_green_in1k,224,25.3316,74.6684,43.1744,56.8256,7.5,0.875,bilinear -mobilenetv1_100h.ra4_e3600_r224_in1k,256,25.3316,74.6684,43.8877,56.1123,5.28,0.95,bicubic -dla102.in1k,224,25.3296,74.6704,43.8366,56.1634,33.27,0.875,bilinear -legacy_seresnet101.in1k,224,25.3257,74.6743,42.8108,57.1892,49.33,0.875,bilinear -resnest14d.gluon_in1k,224,25.3159,74.6841,44.0881,55.9119,10.61,0.875,bilinear -regnety_032.pycls_in1k,224,25.3139,74.6861,42.9484,57.0516,19.44,0.875,bicubic -selecsls60b.in1k,224,25.3139,74.6861,43.4966,56.5034,32.77,0.875,bicubic -efficientnet_b1.ft_in1k,224,25.2648,74.7352,42.9916,57.0084,7.79,0.875,bicubic -legacy_seresnext50_32x4d.in1k,224,25.2176,74.7824,41.9619,58.0381,27.56,0.875,bilinear -ghostnetv2_130.in1k,224,25.1705,74.8295,43.2038,56.7962,8.96,0.875,bicubic -mixer_b16_224.goog_in21k_ft_in1k,224,25.1528,74.8472,41.2427,58.7573,59.88,0.875,bicubic -resnet50.a3_in1k,224,25.0683,74.9317,41.9678,58.0322,25.56,0.95,bicubic -eca_botnext26ts_256.c1_in1k,256,25.0467,74.9533,43.0368,56.9632,10.59,0.95,bicubic -efficientnet_b0.ra_in1k,224,25.0172,74.9828,42.7912,57.2088,5.29,0.875,bicubic -res2net50_48w_2s.in1k,224,25.0152,74.9848,42.2233,57.7767,25.29,0.875,bilinear -mobilenetv4_conv_small.e3600_r256_in1k,256,24.972,75.028,43.6204,56.3796,3.77,0.95,bicubic -xcit_nano_12_p8_224.fb_dist_in1k,224,24.9582,75.0418,43.2923,56.7077,3.05,1.0,bicubic -resnet34.gluon_in1k,224,24.9543,75.0457,42.294,57.706,21.8,0.875,bicubic -dla60.in1k,224,24.9268,75.0732,43.3198,56.6802,22.04,0.875,bilinear -mobilenetv2_120d.ra_in1k,224,24.9189,75.0811,43.0388,56.9612,5.83,0.875,bicubic -cs3darknet_m.c2ns_in1k,256,24.9052,75.0948,43.1115,56.8885,9.31,0.887,bicubic -convnextv2_atto.fcmae_ft_in1k,288,24.8836,75.1164,42.4866,57.5134,3.71,0.95,bicubic -resnet34.bt_in1k,288,24.8364,75.1636,42.1014,57.8986,21.8,0.95,bicubic -resnet18d.ra4_e3600_r224_in1k,288,24.8285,75.1715,43.1468,56.8532,11.71,1.0,bicubic -seresnet50.a3_in1k,224,24.8089,75.1911,42.1014,57.8986,28.09,0.95,bicubic -regnety_016.pycls_in1k,224,24.805,75.195,42.6182,57.3818,11.2,0.875,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,256,24.805,75.195,43.4789,56.5211,4.23,0.95,bicubic -mobilenetv1_100.ra4_e3600_r224_in1k,224,24.7853,75.2147,43.4573,56.5427,4.23,0.875,bicubic -resnet34.a3_in1k,160,24.7598,75.2402,42.5337,57.4663,21.8,0.95,bicubic -pit_ti_distilled_224.in1k,224,24.7205,75.2795,43.192,56.808,5.1,0.9,bicubic -seresnext26ts.ch_in1k,256,24.7008,75.2992,43.0958,56.9042,10.39,0.9,bicubic -eca_resnext26ts.ch_in1k,256,24.6694,75.3306,42.8934,57.1066,10.3,0.9,bicubic -cs3darknet_m.c2ns_in1k,288,24.6222,75.3778,43.0054,56.9946,9.31,0.95,bicubic -resnet50.bt_in1k,288,24.5947,75.4053,41.4785,58.5215,25.56,0.95,bicubic -eca_resnext26ts.ch_in1k,288,24.5711,75.4289,42.5416,57.4584,10.3,1.0,bicubic -tf_efficientnet_lite2.in1k,260,24.5692,75.4308,42.2626,57.7374,6.09,0.89,bicubic -fasternet_t1.in1k,224,24.5672,75.4328,42.9562,57.0438,7.6,1.0,bicubic -regnetx_016.pycls_in1k,224,24.5633,75.4367,42.4964,57.5036,9.19,0.875,bicubic -mobilevitv2_100.cvnets_in1k,256,24.5613,75.4387,42.9425,57.0575,4.9,0.888,bicubic -seresnext26ts.ch_in1k,288,24.524,75.476,42.6556,57.3444,10.39,1.0,bicubic -skresnet18.ra_in1k,224,24.4847,75.5153,42.5613,57.4387,11.96,0.875,bicubic -hardcorenas_a.miil_green_in1k,224,24.41,75.59,43.3453,56.6547,5.26,0.875,bilinear -tf_efficientnet_lite0.in1k,224,24.3923,75.6077,42.4886,57.5114,4.65,0.875,bicubic -convnext_atto.d2_in1k,224,24.3687,75.6313,42.3589,57.6411,3.7,0.875,bicubic -hrnet_w18.ms_aug_in1k,224,24.3314,75.6686,42.86,57.14,21.3,0.95,bilinear -mobilenetv4_conv_small.e3600_r256_in1k,320,24.298,75.702,42.6733,57.3267,3.77,1.0,bicubic -efficientvit_m4.r224_in1k,224,24.2724,75.7276,41.7988,58.2012,8.8,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,256,24.2548,75.7452,42.5514,57.4486,3.77,0.95,bicubic -gcresnext26ts.ch_in1k,288,24.1899,75.8101,41.3469,58.6531,10.48,1.0,bicubic -convnext_zepto_rms.ra4_e3600_r224_in1k,224,24.1801,75.8199,41.4765,58.5235,2.16,0.875,bicubic -convnext_atto_ols.a2_in1k,224,24.1644,75.8356,42.0523,57.9477,3.7,0.875,bicubic -tf_efficientnet_b1.in1k,240,24.1192,75.8808,41.5198,58.4802,7.79,0.882,bicubic -resnet18.a1_in1k,224,24.072,75.928,40.9185,59.0815,11.69,0.95,bicubic -resnet50.tv_in1k,224,24.0641,75.9359,41.3292,58.6708,25.56,0.875,bilinear -xcit_nano_12_p8_384.fb_dist_in1k,384,24.0641,75.9359,42.0346,57.9654,3.05,1.0,bicubic -levit_conv_128s.fb_dist_in1k,224,24.0366,75.9634,40.9853,59.0147,7.78,0.9,bicubic -levit_128s.fb_dist_in1k,224,24.0327,75.9673,40.9755,59.0245,7.78,0.9,bicubic -convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,24.017,75.983,41.5689,58.4311,2.16,0.9,bicubic -gcresnext26ts.ch_in1k,256,24.017,75.983,41.3724,58.6276,10.48,0.9,bicubic -legacy_seresnet34.in1k,224,24.017,75.983,41.9089,58.0911,21.96,0.875,bilinear -xcit_nano_12_p16_384.fb_dist_in1k,384,23.9914,76.0086,42.2783,57.7217,3.05,1.0,bicubic -repghostnet_130.in1k,224,23.9659,76.0341,41.6711,58.3289,5.48,0.875,bicubic -resnet18d.ra2_in1k,224,23.9443,76.0557,42.2822,57.7178,11.71,0.875,bicubic -mobilenetv4_conv_small.e2400_r224_in1k,224,23.9246,76.0754,41.732,58.268,3.77,0.875,bicubic -efficientnet_lite0.ra_in1k,224,23.9069,76.0931,42.1348,57.8652,4.65,0.875,bicubic -resnext26ts.ra2_in1k,256,23.8834,76.1166,41.1307,58.8693,10.3,0.9,bicubic -efficientnet_es_pruned.in1k,224,23.8696,76.1304,41.9993,58.0007,5.44,0.875,bicubic -densenet121.tv_in1k,224,23.8362,76.1638,41.9344,58.0656,7.98,0.875,bicubic -regnetx_008.tv2_in1k,224,23.7694,76.2306,40.7082,59.2918,7.26,0.965,bicubic -resnet26t.ra2_in1k,320,23.7419,76.2581,41.3547,58.6453,16.01,1.0,bicubic -mobilenetv2_140.ra_in1k,224,23.6927,76.3073,41.4589,58.5411,6.11,0.875,bicubic -dla34.in1k,224,23.6868,76.3132,41.5551,58.4449,15.74,0.875,bilinear -mixnet_m.ft_in1k,224,23.6849,76.3151,41.1779,58.8221,5.01,0.875,bicubic -legacy_seresnet50.in1k,224,23.6377,76.3623,40.099,59.901,28.09,0.875,bilinear -resnext26ts.ra2_in1k,288,23.6161,76.3839,40.9303,59.0697,10.3,1.0,bicubic -convnext_atto.d2_in1k,288,23.6122,76.3878,41.0934,58.9066,3.7,0.95,bicubic -ese_vovnet19b_dw.ra_in1k,224,23.5513,76.4487,41.28,58.72,6.54,0.875,bicubic -resnet34.tv_in1k,224,23.4943,76.5057,41.3803,58.6197,21.8,0.875,bilinear -tf_mixnet_m.in1k,224,23.4805,76.5195,40.9951,59.0049,5.01,0.875,bicubic -efficientvit_m3.r224_in1k,224,23.3999,76.6001,40.5156,59.4844,6.9,0.875,bicubic -tf_efficientnet_em.in1k,240,23.3921,76.6079,40.4017,59.5983,6.9,0.882,bicubic -selecsls42b.in1k,224,23.3862,76.6138,40.661,59.339,32.46,0.875,bicubic -resnet34.a3_in1k,224,23.3548,76.6452,40.1383,59.8617,21.8,0.95,bicubic -repvgg_b0.rvgg_in1k,224,23.339,76.661,41.2604,58.7396,15.82,0.875,bilinear -shvit_s1.in1k,224,23.3233,76.6767,40.9008,59.0992,6.33,0.875,bicubic -xcit_nano_12_p16_224.fb_dist_in1k,224,23.2722,76.7278,41.4589,58.5411,3.05,1.0,bicubic -regnety_004.tv2_in1k,224,23.2604,76.7396,40.8733,59.1267,4.34,0.965,bicubic -convnext_atto_ols.a2_in1k,288,23.1366,76.8634,40.9008,59.0992,3.7,0.95,bicubic -mobilenetv2_110d.ra_in1k,224,23.0757,76.9243,40.7357,59.2643,4.52,0.875,bicubic -resnet18.a1_in1k,288,23.0737,76.9263,39.5724,60.4276,11.69,1.0,bicubic -vit_base_patch32_224.sam_in1k,224,23.0541,76.9459,39.5921,60.4079,88.22,0.9,bicubic -inception_next_atto.sail_in1k,224,23.0403,76.9597,40.6355,59.3645,4.16,0.875,bicubic -tinynet_b.in1k,188,23.0364,76.9636,40.9578,59.0422,3.73,0.875,bicubic -resnet18d.ra2_in1k,288,23.0246,76.9754,41.1228,58.8772,11.71,0.95,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,256,22.9853,77.0147,40.9401,59.0599,3.27,0.887,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,256,22.9519,77.0481,41.0639,58.9361,3.77,0.95,bicubic -repghostnet_111.in1k,224,22.8851,77.1149,40.5019,59.4981,4.54,0.875,bicubic -mobileone_s1.apple_in1k,224,22.832,77.168,39.8868,60.1132,4.83,0.9,bilinear -starnet_s2.in1k,224,22.7947,77.2053,40.268,59.732,3.68,0.875,bicubic -deit_tiny_distilled_patch16_224.fb_in1k,224,22.7141,77.2859,40.7848,59.2152,5.91,0.9,bicubic -mobilenetv3_large_100.ra_in1k,224,22.6906,77.3094,40.7102,59.2898,5.48,0.875,bicubic -swiftformer_xs.dist_in1k,224,22.6709,77.3291,39.7512,60.2488,3.48,0.95,bicubic -repvgg_a1.rvgg_in1k,224,22.6473,77.3527,39.877,60.123,14.09,0.875,bilinear -mobilenetv3_rw.rmsp_in1k,224,22.6355,77.3645,40.4154,59.5846,5.48,0.875,bicubic -ghostnetv2_100.in1k,224,22.6139,77.3861,40.0578,59.9422,6.16,0.875,bicubic -mobilevit_s.cvnets_in1k,256,22.6061,77.3939,38.863,61.137,5.58,0.9,bicubic -edgenext_x_small.in1k,288,22.5943,77.4057,39.5115,60.4885,2.34,1.0,bicubic -tf_mobilenetv3_large_100.in1k,224,22.5628,77.4372,39.763,60.237,5.48,0.875,bilinear -tf_efficientnet_b0.in1k,224,22.555,77.445,39.594,60.406,5.29,0.875,bicubic -mobilenetv4_conv_small.e1200_r224_in1k,224,22.5393,77.4607,40.5982,59.4018,3.77,0.875,bicubic -xcit_nano_12_p8_224.fb_in1k,224,22.5039,77.4961,40.7947,59.2053,3.05,1.0,bicubic -tf_efficientnet_es.in1k,224,22.4213,77.5787,39.1145,60.8855,5.44,0.875,bicubic -hrnet_w18_small_v2.ms_in1k,224,22.3722,77.6278,39.8927,60.1073,15.6,0.875,bilinear -convit_tiny.fb_in1k,224,22.2661,77.7339,39.6785,60.3215,5.71,0.875,bicubic -regnetx_004_tv.tv2_in1k,224,22.2425,77.7575,39.1204,60.8796,5.5,0.965,bicubic -edgenext_x_small.in1k,256,22.1875,77.8125,39.0536,60.9464,2.34,0.9,bicubic -regnety_008.pycls_in1k,224,22.1305,77.8695,38.9848,61.0152,6.26,0.875,bicubic -ese_vovnet19b_dw.ra_in1k,288,22.0951,77.9049,39.482,60.518,6.54,0.95,bicubic -seresnext26t_32x4d.bt_in1k,224,22.0205,77.9795,38.5054,61.4946,16.81,0.875,bicubic -regnetx_008.pycls_in1k,224,21.9792,78.0208,38.9239,61.0761,7.26,0.875,bicubic -regnety_006.pycls_in1k,224,21.9674,78.0326,38.9554,61.0446,6.06,0.875,bicubic -semnasnet_100.rmsp_in1k,224,21.9556,78.0444,38.7019,61.2981,3.89,0.875,bicubic -vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,21.9517,78.0483,39.427,60.573,6.36,1.0,bicubic -resnet26d.bt_in1k,224,21.9379,78.0621,38.6311,61.3689,16.01,0.875,bicubic -starnet_s1.in1k,224,21.8908,78.1092,38.9397,61.0603,2.87,0.875,bicubic -cs3darknet_focus_s.ra4_e3600_r256_in1k,320,21.8888,78.1112,39.7886,60.2114,3.27,1.0,bicubic -resnet18.a2_in1k,224,21.8731,78.1269,38.4661,61.5339,11.69,0.95,bicubic -pit_ti_224.in1k,224,21.8515,78.1485,39.5272,60.4728,4.85,0.9,bicubic -pvt_v2_b0.in1k,224,21.8338,78.1662,40.1383,59.8617,3.67,0.9,bicubic -regnetx_006.pycls_in1k,224,21.7591,78.2409,38.9416,61.0584,6.2,0.875,bicubic -vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,21.7021,78.2979,39.3228,60.6772,5.79,1.0,bicubic -crossvit_9_240.in1k,240,21.6982,78.3018,39.258,60.742,8.55,0.875,bicubic -vgg19_bn.tv_in1k,224,21.6373,78.3627,39.2875,60.7125,143.68,0.875,bilinear -semnasnet_075.rmsp_in1k,224,21.5941,78.4059,38.9495,61.0505,2.91,0.875,bicubic -resnet18.gluon_in1k,224,21.5587,78.4413,38.8905,61.1095,11.69,0.875,bicubic -mobilevitv2_075.cvnets_in1k,256,21.543,78.457,38.6135,61.3865,2.87,0.888,bicubic -fbnetc_100.rmsp_in1k,224,21.5292,78.4708,38.1556,61.8444,5.57,0.875,bilinear -repghostnet_100.in1k,224,21.4899,78.5101,38.6999,61.3001,4.07,0.875,bicubic -xcit_nano_12_p16_224.fb_in1k,224,21.4486,78.5514,39.7866,60.2134,3.05,1.0,bicubic -mixnet_s.ft_in1k,224,21.4172,78.5828,38.2283,61.7717,4.13,0.875,bicubic -ghostnet_100.in1k,224,21.3759,78.6241,38.1281,61.8719,5.18,0.875,bicubic -mnasnet_100.rmsp_in1k,224,21.3641,78.6359,37.7292,62.2708,4.38,0.875,bicubic -seresnext26d_32x4d.bt_in1k,224,21.2993,78.7007,37.3224,62.6776,16.81,0.875,bicubic -resnet26.bt_in1k,224,21.2954,78.7046,38.0298,61.9702,16.0,0.875,bicubic -resnet18.fb_ssl_yfcc100m_ft_in1k,224,21.2895,78.7105,39.1263,60.8737,11.69,0.875,bilinear -lcnet_100.ra2_in1k,224,21.2855,78.7145,38.8886,61.1114,2.95,0.875,bicubic -legacy_seresnext26_32x4d.in1k,224,21.0851,78.9149,37.6388,62.3612,16.79,0.875,bicubic -crossvit_tiny_240.in1k,240,21.0458,78.9542,38.0514,61.9486,7.01,0.875,bicubic -efficientvit_m2.r224_in1k,224,21.0458,78.9542,37.6702,62.3298,4.19,0.875,bicubic -repvgg_a0.rvgg_in1k,224,20.9927,79.0073,37.6014,62.3986,9.11,0.875,bilinear -resnet18.a2_in1k,288,20.9515,79.0485,36.8488,63.1512,11.69,1.0,bicubic -regnetx_004.pycls_in1k,224,20.9004,79.0996,37.5602,62.4398,5.16,0.875,bicubic -seresnext26t_32x4d.bt_in1k,288,20.865,79.135,36.3635,63.6365,16.81,0.95,bicubic -spnasnet_100.rmsp_in1k,224,20.8434,79.1566,37.9021,62.0979,4.42,0.875,bilinear -legacy_seresnet18.in1k,224,20.8296,79.1704,37.6329,62.3671,11.78,0.875,bicubic -mobilenetv2_100.ra_in1k,224,20.7648,79.2352,37.7763,62.2237,3.5,0.875,bicubic -tf_mixnet_s.in1k,224,20.4661,79.5339,36.6425,63.3575,4.13,0.875,bicubic -vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,20.4602,79.5398,37.5739,62.4261,5.72,0.9,bicubic -regnety_004.pycls_in1k,224,20.4091,79.5909,37.0414,62.9586,4.34,0.875,bicubic -tf_mobilenetv3_large_075.in1k,224,20.4032,79.5968,36.7938,63.2062,3.99,0.875,bilinear -hrnet_w18_small.gluon_in1k,224,20.3973,79.6027,37.0178,62.9822,13.19,0.875,bicubic -hrnet_w18_small.ms_in1k,224,20.36,79.64,37.0905,62.9095,13.19,0.875,bilinear -resnet26d.bt_in1k,288,20.2775,79.7225,36.3576,63.6424,16.01,0.95,bicubic -resnet18.tv_in1k,224,20.2382,79.7618,37.2576,62.7424,11.69,0.875,bilinear -mixer_l16_224.goog_in21k_ft_in1k,224,20.1812,79.8188,32.9521,67.0479,208.2,0.875,bicubic -deit_tiny_patch16_224.fb_in1k,224,20.1399,79.8601,37.5739,62.4261,5.72,0.9,bicubic -tf_mobilenetv3_large_minimal_100.in1k,224,20.1301,79.8699,36.9117,63.0883,3.92,0.875,bilinear -seresnext26d_32x4d.bt_in1k,288,20.0711,79.9289,35.2375,64.7625,16.81,0.95,bicubic -efficientvit_m1.r224_in1k,224,19.9748,80.0252,36.4814,63.5186,2.98,0.875,bicubic -vgg16_bn.tv_in1k,224,19.9631,80.0369,36.3242,63.6758,138.37,0.875,bilinear -resnet26.bt_in1k,288,19.7646,80.2354,35.8447,64.1553,16.0,0.95,bicubic -resnet18.a3_in1k,160,19.6997,80.3003,35.4163,64.5837,11.69,0.95,bicubic -repghostnet_080.in1k,224,19.4777,80.5223,35.9547,64.0453,3.28,0.875,bicubic -vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,19.3559,80.6441,36.1021,63.8979,6.34,0.9,bicubic -mobileone_s0.apple_in1k,224,19.2989,80.7011,35.3357,64.6643,5.29,0.875,bilinear -tinynet_c.in1k,184,19.289,80.711,36.0314,63.9686,2.46,0.875,bicubic -edgenext_xx_small.in1k,288,18.8666,81.1334,35.1785,64.8215,1.33,1.0,bicubic -edgenext_xx_small.in1k,256,18.6111,81.3889,34.6991,65.3009,1.33,0.9,bicubic -resnet18.a3_in1k,224,18.4401,81.5599,33.4748,66.5252,11.69,0.95,bicubic -efficientvit_b0.r224_in1k,224,18.4382,81.5618,33.2429,66.7571,3.41,0.95,bicubic -mobilevit_xs.cvnets_in1k,256,18.3399,81.6601,33.2351,66.7649,2.32,0.9,bicubic -lcnet_075.ra2_in1k,224,18.1159,81.8841,34.363,65.637,2.36,0.875,bicubic -mobilenetv4_conv_small_050.e3000_r224_in1k,256,17.9783,82.0217,34.4534,65.5466,2.24,0.95,bicubic -vgg19.tv_in1k,224,17.9351,82.0649,33.0641,66.9359,143.67,0.875,bilinear -vgg13_bn.tv_in1k,224,17.8054,82.1946,34.0447,65.9553,133.05,0.875,bilinear -mobilenetv4_conv_small_050.e3000_r224_in1k,224,17.6777,82.3223,33.8521,66.1479,2.24,0.875,bicubic -resnet10t.c3_in1k,176,17.6502,82.3498,33.52,66.48,5.44,0.875,bicubic -vgg16.tv_in1k,224,17.5342,82.4658,32.7595,67.2405,138.36,0.875,bilinear -regnety_002.pycls_in1k,224,17.4478,82.5522,32.4648,67.5352,3.16,0.875,bicubic -vgg11_bn.tv_in1k,224,17.3967,82.6033,32.9521,67.0479,132.87,0.875,bilinear -resnet14t.c3_in1k,176,17.381,82.619,32.115,67.885,10.08,0.875,bicubic -mobilevitv2_050.cvnets_in1k,256,17.3456,82.6544,33.015,66.985,1.37,0.888,bicubic -repghostnet_058.in1k,224,17.1982,82.8018,32.6298,67.3702,2.55,0.875,bicubic -regnetx_002.pycls_in1k,224,16.9801,83.0199,32.2427,67.7573,2.68,0.875,bicubic -mobilenetv3_small_100.lamb_in1k,224,16.8504,83.1496,32.5198,67.4802,2.54,0.875,bicubic -fasternet_t0.in1k,224,16.7482,83.2518,31.8419,68.1581,3.91,1.0,bicubic -mobilenetv2_050.lamb_in1k,224,16.7207,83.2793,31.8969,68.1031,1.97,0.875,bicubic -resnet10t.c3_in1k,224,16.7089,83.2911,32.1386,67.8614,5.44,0.95,bicubic -tinynet_d.in1k,152,16.6834,83.3166,32.4569,67.5431,2.34,0.875,bicubic -efficientvit_m0.r224_in1k,224,16.6618,83.3382,31.944,68.056,2.35,0.875,bicubic -mnasnet_small.lamb_in1k,224,16.6401,83.3599,31.8772,68.1228,2.03,0.875,bicubic -dla60x_c.in1k,224,16.3159,83.6841,31.7515,68.2485,1.32,0.875,bilinear -tf_mobilenetv3_small_100.in1k,224,16.2727,83.7273,31.1187,68.8813,2.54,0.875,bilinear -vgg13.tv_in1k,224,16.1273,83.8727,30.991,69.009,133.05,0.875,bilinear -resnet14t.c3_in1k,224,15.9995,84.0005,30.0399,69.9601,10.08,0.95,bicubic -vgg11.tv_in1k,224,15.7146,84.2854,30.4702,69.5298,132.86,0.875,bilinear -repghostnet_050.in1k,224,15.6006,84.3994,30.2148,69.7852,2.31,0.875,bicubic -mobilenetv3_small_075.lamb_in1k,224,14.9875,85.0125,29.7451,70.2549,2.04,0.875,bicubic -tf_mobilenetv3_small_075.in1k,224,14.9738,85.0262,29.6547,70.3453,2.04,0.875,bilinear -dla46_c.in1k,224,14.7439,85.2561,29.3541,70.6459,1.3,0.875,bilinear -mobilevit_xxs.cvnets_in1k,256,14.565,85.435,28.7253,71.2747,1.27,0.9,bicubic -dla46x_c.in1k,224,14.4019,85.5981,29.2362,70.7638,1.07,0.875,bilinear -tf_mobilenetv3_small_minimal_100.in1k,224,14.2565,85.7435,28.6663,71.3337,2.04,0.875,bilinear -lcnet_050.ra2_in1k,224,14.2388,85.7612,28.5268,71.4732,1.88,0.875,bicubic -test_vit3.r160_in1k,160,13.5118,86.4882,28.1849,71.8151,0.93,0.95,bicubic -tinynet_e.in1k,106,12.7434,87.2566,26.4949,73.5051,2.04,0.875,bicubic -test_convnext3.r160_in1k,160,12.372,87.628,26.2139,73.7861,0.47,0.95,bicubic -test_convnext2.r160_in1k,160,12.2895,87.7105,26.4615,73.5385,0.48,0.95,bicubic -mobilenetv3_small_050.lamb_in1k,224,11.0456,88.9544,23.4805,76.5195,1.59,0.875,bicubic -test_convnext.r160_in1k,160,10.2478,89.7522,23.7969,76.2031,0.27,0.95,bicubic -test_resnet.r160_in1k,160,9.2653,90.7347,21.8593,78.1407,0.47,0.95,bilinear -test_efficientnet_evos.r160_in1k,160,8.8605,91.1395,19.6879,80.3121,0.36,0.95,bicubic -test_nfnet.r160_in1k,160,8.5893,91.4107,19.5524,80.4476,0.38,0.95,bicubic -test_efficientnet_ln.r160_in1k,160,8.2768,91.7232,19.0807,80.9193,0.36,0.95,bicubic -test_efficientnet_gn.r160_in1k,160,7.9624,92.0376,18.1749,81.8251,0.36,0.95,bicubic -test_byobnet.r160_in1k,160,7.7738,92.2262,17.8663,82.1337,0.46,0.95,bicubic -test_efficientnet.r160_in1k,160,7.3611,92.6389,17.1727,82.8273,0.36,0.95,bicubic -test_vit2.r160_in1k,160,5.6083,94.3917,14.058,85.942,0.46,0.95,bicubic -test_vit.r160_in1k,160,4.8616,95.1384,11.9535,88.0465,0.37,0.95,bicubic -resmlp_12_224.fb_dino,224,0.0963,99.9037,0.5404,99.4596,15.35,0.875,bicubic -resmlp_24_224.fb_dino,224,0.0884,99.9116,0.5247,99.4753,30.02,0.875,bicubic +model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff +vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,71.717,28.283,90.666,9.334,414.14,1.000,bicubic,-17.339,-8.086,+9 +vit_so400m_patch14_siglip_378.webli_ft_in1k,378,71.489,28.511,90.619,9.381,429.38,1.000,bicubic,-17.921,-8.235,+6 +eva_giant_patch14_336.clip_ft_in1k,336,71.200,28.800,90.336,9.664,"1,013.01",1.000,bicubic,-18.262,-8.492,+4 +eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,70.668,29.332,89.835,10.165,305.08,1.000,bicubic,-19.388,-9.219,-3 +eva02_large_patch14_448.mim_m38m_ft_in1k,448,70.532,29.468,89.847,10.153,305.08,1.000,bicubic,-19.018,-9.078,+1 +eva_giant_patch14_224.clip_ft_in1k,224,70.076,29.924,89.766,10.234,"1,012.56",0.900,bicubic,-18.820,-8.906,+5 +convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,70.062,29.938,90.344,9.656,846.47,1.000,bicubic,-18.560,-8.374,+10 +eva_giant_patch14_336.m30m_ft_in22k_in1k,336,68.048,31.952,87.826,12.174,"1,013.01",1.000,bicubic,-21.518,-11.126,-3 +eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,67.561,32.439,87.496,12.504,305.08,1.000,bicubic,-22.395,-11.518,-7 +eva_giant_patch14_560.m30m_ft_in22k_in1k,560,67.480,32.520,87.471,12.529,"1,014.45",1.000,bicubic,-22.310,-11.519,-7 +vit_huge_patch14_clip_224.laion2b_ft_in1k,224,67.425,32.575,87.870,12.130,632.05,1.000,bicubic,-20.187,-10.356,+41 +eva02_large_patch14_448.mim_in22k_ft_in1k,448,66.987,33.013,87.455,12.545,305.08,1.000,bicubic,-22.647,-11.499,-8 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,66.466,33.534,87.406,12.594,200.13,1.000,bicubic,-21.424,-11.042,+31 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,65.747,34.253,87.023,12.977,200.13,1.000,bicubic,-22.587,-11.551,+10 +vit_large_patch14_clip_336.laion2b_ft_in1k,336,65.747,34.253,86.948,13.052,304.53,1.000,bicubic,-22.123,-11.412,+30 +vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,65.323,34.677,86.816,13.184,632.05,1.000,bicubic,-22.965,-11.734,+10 +vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,65.289,34.711,86.765,13.235,632.46,1.000,bicubic,-23.345,-11.903,-1 +convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,65.071,34.929,86.288,13.712,200.13,1.000,bicubic,-22.273,-11.934,+50 +convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,64.918,35.082,86.628,13.372,200.13,1.000,bicubic,-23.052,-11.846,+20 +vit_large_patch14_clip_224.laion2b_ft_in1k,224,64.827,35.173,86.581,13.419,304.20,1.000,bicubic,-22.461,-11.655,+51 +regnety_1280.swag_ft_in1k,384,64.106,35.894,86.050,13.950,644.81,1.000,bicubic,-24.122,-12.634,+10 +vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,64.047,35.953,85.912,14.088,304.53,1.000,bicubic,-24.213,-12.612,+6 +eva_large_patch14_336.in22k_ft_in1k,336,63.088,36.912,84.399,15.601,304.53,1.000,bicubic,-25.592,-14.315,-10 +vit_large_patch14_clip_224.openai_ft_in1k,224,62.644,37.356,85.126,14.873,304.20,1.000,bicubic,-25.214,-13.304,+22 +beit3_large_patch16_224.in22k_ft_in1k,224,62.082,37.918,83.236,16.764,304.57,1.000,bicubic,-25.546,-15.098,+26 +vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,62.062,37.938,84.348,15.652,304.20,1.000,bicubic,-25.838,-14.060,+17 +vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,61.660,38.340,83.674,16.326,304.53,1.000,bicubic,-26.530,-14.892,+6 +vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,61.394,38.606,83.389,16.611,304.20,1.000,bicubic,-26.768,-15.149,+7 +eva_large_patch14_196.in22k_ft_in1k,196,61.149,38.851,82.759,17.241,304.14,1.000,bicubic,-26.803,-15.731,+11 +eva_large_patch14_336.in22k_ft_in22k_in1k,336,60.935,39.065,82.153,17.847,304.53,1.000,bicubic,-28.303,-16.695,-21 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,60.815,39.185,83.213,16.788,88.59,1.000,bicubic,-26.329,-15.015,+44 +convnext_base.clip_laion2b_augreg_ft_in1k,256,60.318,39.682,82.719,17.281,88.59,1.000,bicubic,-25.866,-14.955,+116 +regnety_1280.swag_lc_in1k,224,59.938,40.062,83.153,16.846,644.81,0.965,bicubic,-26.026,-14.699,+137 +eva_large_patch14_196.in22k_ft_in22k_in1k,196,59.864,40.136,81.122,18.878,304.14,1.000,bicubic,-28.726,-17.540,-16 +convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,59.848,40.152,82.810,17.190,88.59,1.000,bicubic,-26.530,-15.166,+94 +beit3_large_patch16_224.indomain_in22k_ft_in1k,224,59.636,40.364,81.242,18.759,304.57,1.000,bicubic,-27.898,-17.123,+18 +convnext_base.clip_laiona_augreg_ft_in1k_384,384,59.410,40.590,82.252,17.748,88.59,1.000,bicubic,-27.080,-15.708,+84 +eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,58.518,41.482,80.791,19.209,87.12,1.000,bicubic,-30.160,-17.934,-24 +resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,58.417,41.583,80.402,19.598,468.53,0.875,bilinear,-26.673,-17.040,+222 +beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,58.378,41.622,80.224,19.776,304.43,0.950,bicubic,-30.028,-18.378,-19 +eva02_base_patch14_448.mim_in22k_ft_in1k,448,58.032,41.968,80.733,19.267,87.12,1.000,bicubic,-30.230,-17.837,-14 +regnety_320.swag_ft_in1k,384,57.920,42.080,81.497,18.503,145.05,1.000,bicubic,-28.910,-16.865,+52 +convnextv2_huge.fcmae_ft_in22k_in1k_384,384,57.887,42.113,79.656,20.344,660.29,1.000,bicubic,-30.779,-19.078,-28 +convnextv2_huge.fcmae_ft_in22k_in1k_512,512,57.859,42.141,79.428,20.572,660.29,1.000,bicubic,-31.001,-19.312,-32 +resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,57.698,42.302,79.913,20.087,194.03,0.875,bilinear,-26.468,-17.279,+353 +resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,57.460,42.540,80.402,19.598,194.03,0.875,bilinear,-25.880,-16.442,+500 +beit_large_patch16_384.in22k_ft_in22k_in1k,384,56.979,43.021,79.166,20.834,305.00,1.000,bicubic,-31.401,-19.438,-25 +vit_base_patch16_clip_384.laion2b_ft_in1k,384,56.869,43.131,79.990,20.010,86.86,1.000,bicubic,-29.769,-18.018,+58 +beit_large_patch16_512.in22k_ft_in22k_in1k,512,56.796,43.204,78.897,21.103,305.67,1.000,bicubic,-31.780,-19.759,-30 +resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,56.448,43.552,78.974,21.026,88.79,0.875,bilinear,-27.828,-18.214,+331 +maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,56.279,43.721,77.303,22.697,116.14,1.000,bicubic,-31.531,-21.062,-4 +maxvit_xlarge_tf_384.in21k_ft_in1k,384,56.230,43.770,78.726,21.274,475.32,1.000,bicubic,-32.072,-19.812,-27 +maxvit_xlarge_tf_512.in21k_ft_in1k,512,56.161,43.839,78.681,21.319,475.77,1.000,bicubic,-32.379,-19.969,-33 +maxvit_base_tf_512.in21k_ft_in1k,512,56.108,43.892,78.661,21.339,119.88,1.000,bicubic,-32.106,-19.877,-22 +deit3_huge_patch14_224.fb_in22k_ft_in1k,224,55.784,44.216,77.636,22.364,632.13,1.000,bicubic,-31.396,-20.628,+19 +maxvit_base_tf_384.in21k_ft_in1k,384,55.702,44.298,78.027,21.973,119.65,1.000,bicubic,-32.228,-20.519,-14 +regnety_320.swag_lc_in1k,224,55.454,44.546,79.762,20.238,145.05,0.965,bicubic,-29.200,-17.730,+261 +vit_base_patch16_clip_224.laion2b_ft_in1k,224,55.426,44.574,79.068,20.932,86.57,1.000,bicubic,-30.062,-18.518,+157 +regnety_160.swag_ft_in1k,384,55.179,44.821,79.337,20.663,83.59,1.000,bicubic,-30.841,-18.709,+105 +maxvit_large_tf_512.in21k_ft_in1k,512,55.151,44.849,77.258,22.742,212.33,1.000,bicubic,-33.085,-21.350,-30 +maxvit_large_tf_384.in21k_ft_in1k,384,55.071,44.929,77.146,22.854,212.03,1.000,bicubic,-32.923,-21.430,-23 +convnext_xlarge.fb_in22k_ft_in1k_384,384,55.006,44.994,76.773,23.227,350.20,1.000,bicubic,-32.758,-21.779,-14 +beit_large_patch16_224.in22k_ft_in22k_in1k,224,54.973,45.027,77.616,22.384,304.43,0.900,bicubic,-32.513,-20.702,-6 +resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,54.961,45.039,77.526,22.474,88.79,0.875,bilinear,-27.759,-19.098,+571 +deit3_large_patch16_384.fb_in22k_ft_in1k,384,54.912,45.088,77.376,22.624,304.76,1.000,bicubic,-32.824,-21.132,-16 +vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,54.864,45.136,76.726,23.274,136.50,1.000,bicubic,-33.209,-21.832,-30 +maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,54.790,45.210,76.861,23.139,116.09,1.000,bicubic,-32.690,-21.515,-9 +caformer_b36.sail_in22k_ft_in1k_384,384,54.442,45.558,76.828,23.172,98.75,1.000,bicubic,-33.616,-21.762,-31 +deit3_large_patch16_224.fb_in22k_ft_in1k,224,54.385,45.615,76.555,23.445,304.37,1.000,bicubic,-32.605,-21.691,+15 +vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,54.295,45.705,76.506,23.494,136.33,1.000,bicubic,-33.637,-21.994,-29 +hgnetv2_b6.ssld_stage1_in22k_in1k,224,54.287,45.713,77.292,22.708,75.26,0.965,bicubic,-31.765,-20.514,+89 +beitv2_large_patch16_224.in1k_ft_in1k,224,54.165,45.835,75.564,24.436,304.43,0.950,bicubic,-33.249,-22.651,-8 +convnextv2_large.fcmae_ft_in22k_in1k_384,384,53.917,46.083,76.034,23.966,197.96,1.000,bicubic,-34.263,-22.486,-39 +hgnetv2_b6.ssld_stage2_ft_in1k,224,53.855,46.145,76.995,23.005,75.26,0.965,bicubic,-32.352,-20.815,+69 +maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,53.784,46.216,75.160,24.840,116.14,0.950,bicubic,-33.124,-22.844,+14 +resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,53.646,46.354,76.407,23.593,44.18,0.875,bilinear,-29.622,-20.353,+477 +vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,53.491,46.509,75.700,24.300,86.86,1.000,bicubic,-33.719,-22.332,-4 +hgnetv2_b6.ssld_stage1_in22k_in1k,288,53.169,46.831,76.178,23.822,75.26,1.000,bicubic,-33.131,-21.764,+57 +vit_base_patch16_clip_384.openai_ft_in1k,384,53.096,46.904,76.683,23.317,86.86,1.000,bicubic,-33.114,-21.211,+63 +regnety_160.swag_lc_in1k,224,53.090,46.910,78.162,21.838,83.59,0.965,bicubic,-30.716,-19.122,+376 +hgnetv2_b6.ssld_stage2_ft_in1k,288,53.011,46.989,76.050,23.950,75.26,1.000,bicubic,-33.368,-21.892,+47 +vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,52.990,47.010,74.997,25.003,136.06,1.000,bicubic,-34.328,-23.331,-13 +convnextv2_base.fcmae_ft_in22k_in1k_384,384,52.919,47.081,75.083,24.917,88.72,1.000,bicubic,-34.719,-23.333,-33 +convformer_b36.sail_in22k_ft_in1k_384,384,52.895,47.105,74.961,25.039,99.88,1.000,bicubic,-34.710,-23.463,-31 +vit_large_patch16_384.augreg_in21k_ft_in1k,384,52.799,47.201,74.735,25.265,304.72,1.000,bicubic,-34.297,-23.567,-7 +caformer_b36.sail_in22k_ft_in1k,224,52.787,47.213,75.281,24.718,98.75,1.000,bicubic,-34.663,-23.055,-24 +vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,52.760,47.240,74.834,25.166,134.42,1.000,bicubic,-34.610,-23.480,-20 +convnext_large.fb_in22k_ft_in1k_384,384,52.732,47.268,74.716,25.284,197.77,1.000,bicubic,-34.724,-23.664,-27 +convformer_b36.sail_in22k_ft_in1k,224,52.727,47.273,74.908,25.092,99.88,1.000,bicubic,-34.266,-23.256,-6 +convnext_xlarge.fb_in22k_ft_in1k,224,52.567,47.433,74.389,25.611,350.20,0.875,bicubic,-34.403,-23.815,-4 +coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,52.406,47.594,73.806,26.194,73.88,1.000,bicubic,-34.982,-24.506,-26 +swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,52.316,47.684,74.413,25.587,196.74,1.000,bicubic,-35.158,-23.851,-33 +convnext_xlarge.fb_in22k_ft_in1k,288,52.208,47.792,73.914,26.086,350.20,1.000,bicubic,-35.170,-24.416,-27 +mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,52.111,47.889,74.269,25.730,101.66,1.000,bicubic,-35.396,-24.159,-39 +vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,52.035,47.965,73.548,26.452,329.09,1.000,bicubic,-34.153,-24.380,+51 +vit_large_patch16_224.augreg_in21k_ft_in1k,224,51.832,48.168,73.704,26.296,304.33,0.900,bicubic,-34.024,-24.118,+80 +vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,51.815,48.185,74.668,25.332,86.57,0.950,bicubic,-34.389,-23.094,+47 +vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,51.652,48.348,73.635,26.365,134.13,0.950,bicubic,-35.068,-24.389,+5 +convnextv2_large.fcmae_ft_in22k_in1k,224,51.650,48.350,73.680,26.320,197.96,0.875,bicubic,-35.616,-24.560,-27 +convnext_base.fb_in22k_ft_in1k_384,384,51.551,48.449,74.539,25.461,88.59,1.000,bicubic,-35.275,-23.705,-5 +tf_efficientnet_l2.ns_jft_in1k_475,475,51.412,48.588,73.814,26.186,480.31,0.936,bicubic,-36.834,-24.740,-72 +maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,51.188,48.812,73.136,26.864,116.09,0.950,bicubic,-35.452,-24.878,+3 +vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,51.160,48.840,74.346,25.654,86.86,0.950,bicubic,-35.870,-23.840,-23 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,51.056,48.944,73.322,26.678,101.66,1.000,bicubic,-35.586,-24.828,0 +caformer_m36.sail_in22k_ft_in1k_384,384,51.041,48.959,73.413,26.587,56.20,1.000,bicubic,-36.429,-24.895,-45 +swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,51.007,48.993,73.283,26.717,87.92,1.000,bicubic,-36.135,-24.945,-29 +vit_base_patch16_clip_224.openai_ft_in1k,224,50.993,49.007,74.824,25.176,86.57,0.900,bicubic,-34.289,-22.624,+127 +tf_efficientnetv2_xl.in21k_ft_in1k,384,50.801,49.199,72.788,27.212,208.12,1.000,bicubic,-34.761,-24.668,+98 +hgnetv2_b5.ssld_stage1_in22k_in1k,224,50.779,49.221,73.648,26.352,39.57,0.965,bicubic,-33.677,-23.200,+237 +seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,50.771,49.229,73.645,26.355,149.39,1.000,bicubic,-36.533,-24.689,-40 +hgnetv2_b5.ssld_stage2_ft_in1k,224,50.665,49.335,73.637,26.363,39.57,0.965,bicubic,-34.159,-23.657,+191 +convnextv2_base.fcmae_ft_in22k_in1k,224,50.555,49.445,72.747,27.253,88.72,0.875,bicubic,-36.197,-25.273,-12 +resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,50.532,49.468,73.326,26.674,25.03,0.875,bilinear,-31.631,-22.730,+621 +swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,50.473,49.527,72.780,27.220,196.74,0.900,bicubic,-36.461,-25.326,-27 +swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,50.343,49.657,72.534,27.466,196.74,1.000,bicubic,-36.799,-25.694,-39 +mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,50.294,49.706,72.910,27.090,101.66,1.000,bicubic,-36.622,-25.328,-28 +convnextv2_large.fcmae_ft_in22k_in1k,288,50.158,49.842,72.389,27.611,197.96,1.000,bicubic,-37.336,-25.971,-61 +vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,50.082,49.918,72.552,27.448,64.27,1.000,bicubic,-37.356,-25.704,-55 +hiera_huge_224.mae_in1k_ft_in1k,224,50.078,49.922,71.237,28.763,672.78,0.900,bicubic,-36.762,-26.771,-26 +convnext_large.fb_in22k_ft_in1k,288,49.940,50.060,72.208,27.792,197.77,1.000,bicubic,-37.072,-26.004,-39 +convnext_large.fb_in22k_ft_in1k,224,49.924,50.076,72.202,27.798,197.77,0.875,bicubic,-36.688,-25.834,-12 +nextvit_large.bd_ssld_6m_in1k_384,384,49.795,50.205,72.835,27.165,57.87,1.000,bicubic,-36.749,-25.291,-8 +tf_efficientnetv2_xl.in21k_ft_in1k,512,49.757,50.243,72.116,27.884,208.12,1.000,bicubic,-36.997,-25.898,-24 +caformer_m36.sail_in22k_ft_in1k,224,49.708,50.292,72.137,27.863,56.20,1.000,bicubic,-36.898,-25.901,-13 +tf_efficientnetv2_l.in21k_ft_in1k,384,49.706,50.294,72.739,27.261,118.52,1.000,bicubic,-36.140,-25.027,+52 +vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,49.698,50.302,72.874,27.126,86.57,0.950,bicubic,-36.256,-24.850,+46 +beit3_base_patch16_224.in22k_ft_in1k,224,49.659,50.341,72.719,27.281,86.66,1.000,bicubic,-35.731,-24.921,+100 +nextvit_base.bd_ssld_6m_in1k_384,384,49.645,50.355,72.621,27.379,44.82,1.000,bicubic,-36.727,-25.419,+3 +vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,49.567,50.433,71.542,28.458,64.11,0.950,bicubic,-37.041,-26.392,-19 +beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,49.523,50.477,72.397,27.603,86.53,0.900,bicubic,-36.971,-25.659,-10 +resnet50.fb_swsl_ig1b_ft_in1k,224,49.516,50.484,72.340,27.660,25.56,0.875,bilinear,-31.630,-23.640,+747 +hgnet_base.ssld_in1k,224,49.378,50.622,71.528,28.472,71.58,0.965,bicubic,-35.530,-25.814,+157 +coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,49.349,50.651,70.837,29.163,73.88,0.950,bicubic,-37.189,-27.058,-18 +convnextv2_base.fcmae_ft_in22k_in1k,288,49.162,50.838,71.234,28.767,88.72,1.000,bicubic,-37.832,-26.934,-52 +convformer_m36.sail_in22k_ft_in1k_384,384,49.129,50.871,71.385,28.615,57.05,1.000,bicubic,-37.739,-26.737,-45 +vit_base_patch32_clip_224.laion2b_ft_in1k,224,49.074,50.926,72.574,27.426,88.22,0.900,bicubic,-33.541,-23.632,+516 +convformer_m36.sail_in22k_ft_in1k,224,49.062,50.938,71.475,28.525,57.05,1.000,bicubic,-37.090,-26.377,+14 +swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,48.985,51.015,71.379,28.621,196.53,0.900,bicubic,-37.335,-26.511,-5 +convnext_base.fb_in22k_ft_in1k,288,48.950,51.050,71.705,28.295,88.59,1.000,bicubic,-37.352,-26.383,-5 +beit3_base_patch16_224.indomain_in22k_ft_in1k,224,48.846,51.154,71.522,28.478,86.66,1.000,bicubic,-36.608,-26.098,+77 +convnext_base.fb_in22k_ft_in1k,224,48.804,51.196,71.913,28.087,88.59,0.875,bicubic,-37.010,-25.943,+42 +hgnetv2_b5.ssld_stage1_in22k_in1k,288,48.800,51.200,71.536,28.464,39.57,1.000,bicubic,-36.130,-25.754,+142 +tf_efficientnetv2_l.in21k_ft_in1k,480,48.788,51.212,72.053,27.947,118.52,1.000,bicubic,-38.014,-26.071,-46 +swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,48.783,51.217,71.377,28.623,87.92,0.900,bicubic,-37.487,-26.529,-7 +coatnet_2_rw_224.sw_in12k_ft_in1k,224,48.761,51.239,70.119,29.881,73.87,0.950,bicubic,-37.821,-27.777,-32 +beit_base_patch16_384.in22k_ft_in22k_in1k,384,48.696,51.304,72.094,27.906,86.74,1.000,bicubic,-38.118,-26.042,-50 +hgnetv2_b5.ssld_stage2_ft_in1k,288,48.657,51.343,71.379,28.621,39.57,1.000,bicubic,-36.501,-26.209,+103 +convnextv2_huge.fcmae_ft_in1k,224,48.582,51.418,69.542,30.458,660.29,0.875,bicubic,-37.678,-28.210,-10 +swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,48.523,51.477,71.829,28.171,87.90,1.000,bicubic,-37.919,-26.239,-24 +caformer_s36.sail_in22k_ft_in1k_384,384,48.478,51.522,71.509,28.491,39.30,1.000,bicubic,-38.382,-26.711,-59 +tf_efficientnetv2_m.in21k_ft_in1k,384,48.445,51.555,71.898,28.102,54.14,1.000,bicubic,-36.323,-25.536,+156 +maxvit_base_tf_512.in1k,512,48.246,51.754,70.844,29.156,119.88,1.000,bicubic,-38.352,-27.080,-40 +vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,48.213,51.787,70.878,29.122,328.99,0.900,bicubic,-36.221,-26.274,+202 +nextvit_large.bd_ssld_6m_in1k,224,48.073,51.927,71.145,28.855,57.87,0.950,bicubic,-37.441,-26.343,+56 +nextvit_base.bd_ssld_6m_in1k,224,48.046,51.954,70.715,29.285,44.82,0.950,bicubic,-37.140,-26.885,+92 +vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,48.014,51.986,69.671,30.329,64.11,0.950,bicubic,-38.184,-28.217,-11 +vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,47.940,52.060,70.907,29.093,88.30,1.000,bicubic,-37.458,-26.757,+68 +vit_base_patch8_224.augreg_in21k_ft_in1k,224,47.773,52.227,70.984,29.016,86.58,0.900,bicubic,-38.065,-26.668,+22 +tf_efficientnet_b7.ns_jft_in1k,600,47.724,52.276,69.603,30.398,66.35,0.949,bicubic,-39.126,-28.477,-67 +tf_efficientnet_b6.ns_jft_in1k,528,47.708,52.292,69.897,30.103,43.04,0.942,bicubic,-38.768,-27.967,-37 +deit3_base_patch16_384.fb_in22k_ft_in1k,384,47.684,52.316,69.738,30.262,86.88,1.000,bicubic,-39.058,-28.372,-60 +vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,47.584,52.416,70.058,29.942,88.34,1.000,bicubic,-38.208,-27.576,+23 +hrnet_w48_ssld.paddle_in1k,224,47.537,52.463,69.398,30.602,77.47,0.950,bilinear,-36.119,-27.450,+325 +vit_base_patch8_224.augreg2_in21k_ft_in1k,224,47.499,52.501,70.334,29.666,86.58,0.900,bicubic,-38.752,-27.507,-25 +tf_efficientnetv2_m.in21k_ft_in1k,480,47.458,52.542,70.923,29.077,54.14,1.000,bicubic,-38.556,-27.033,0 +hgnet_base.ssld_in1k,288,47.421,52.579,69.322,30.678,71.58,1.000,bicubic,-38.067,-28.308,+48 +tf_efficientnet_l2.ns_jft_in1k,800,47.401,52.599,69.844,30.156,480.31,0.960,bicubic,-40.959,-28.812,-144 +deit3_base_patch16_224.fb_in22k_ft_in1k,224,47.370,52.630,69.817,30.183,86.59,1.000,bicubic,-38.358,-27.929,+26 +tiny_vit_21m_512.dist_in22k_ft_in1k,512,47.238,52.762,70.041,29.959,21.27,1.000,bicubic,-39.206,-27.843,-45 +convformer_s36.sail_in22k_ft_in1k_384,384,47.146,52.854,69.496,30.504,40.01,1.000,bicubic,-39.228,-28.484,-40 +maxvit_large_tf_512.in1k,512,47.057,52.943,69.575,30.425,212.33,1.000,bicubic,-39.477,-28.309,-55 +convnextv2_huge.fcmae_ft_in1k,288,46.884,53.116,67.779,32.221,660.29,1.000,bicubic,-39.734,-30.231,-64 +convformer_s36.sail_in22k_ft_in1k,224,46.877,53.123,69.551,30.449,40.01,1.000,bicubic,-38.544,-28.023,+51 +convnext_small.fb_in22k_ft_in1k_384,384,46.873,53.127,69.530,30.470,50.22,1.000,bicubic,-38.879,-28.348,+18 +caformer_s36.sail_in22k_ft_in1k,224,46.708,53.292,69.773,30.227,39.30,1.000,bicubic,-39.072,-28.059,+11 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,46.517,53.483,69.587,30.413,93.59,0.950,bicubic,-40.013,-28.507,-59 +nextvit_small.bd_ssld_6m_in1k_384,384,46.434,53.566,69.153,30.848,31.76,1.000,bicubic,-39.532,-28.751,-8 +tiny_vit_21m_384.dist_in22k_ft_in1k,384,46.287,53.713,69.204,30.796,21.23,1.000,bicubic,-39.801,-28.512,-22 +maxvit_base_tf_384.in1k,384,46.275,53.725,68.529,31.471,119.65,1.000,bicubic,-40.015,-29.273,-43 +beit_base_patch16_224.in22k_ft_in22k_in1k,224,46.260,53.740,69.909,30.091,86.53,0.900,bicubic,-38.978,-27.745,+60 +hrnet_w48_ssld.paddle_in1k,288,46.226,53.774,68.136,31.863,77.47,1.000,bilinear,-38.258,-29.088,+160 +vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,46.224,53.776,69.302,30.698,88.30,0.950,bicubic,-38.994,-28.096,+59 +beitv2_base_patch16_224.in1k_ft_in1k,224,45.998,54.002,67.871,32.129,86.53,0.900,bicubic,-39.598,-29.643,+20 +convnextv2_large.fcmae_ft_in1k,224,45.933,54.067,67.014,32.986,197.96,0.875,bicubic,-39.829,-30.559,+7 +vit_base_patch16_384.augreg_in21k_ft_in1k,384,45.896,54.104,68.531,31.468,86.86,1.000,bicubic,-40.114,-29.467,-19 +seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,45.892,54.108,68.571,31.429,93.59,1.000,bicubic,-40.830,-29.613,-84 +hiera_large_224.mae_in1k_ft_in1k,224,45.837,54.163,66.260,33.740,213.74,0.900,bicubic,-40.209,-31.386,-26 +maxvit_large_tf_384.in1k,384,45.798,54.202,68.123,31.877,212.03,1.000,bicubic,-40.444,-29.561,-48 +tf_efficientnet_b8.ap_in1k,672,45.762,54.238,67.905,32.095,87.41,0.954,bicubic,-39.596,-29.393,+41 +vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,45.755,54.245,68.883,31.117,88.22,0.900,bicubic,-37.550,-27.645,+361 +vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,45.727,54.273,67.679,32.321,60.60,1.000,bicubic,-40.891,-30.289,-84 +convnext_small.in12k_ft_in1k_384,384,45.717,54.283,67.830,32.170,50.22,1.000,bicubic,-40.469,-30.090,-45 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,45.646,54.354,68.856,31.144,93.59,0.875,bicubic,-40.310,-28.968,-22 +tf_efficientnet_b5.ns_jft_in1k,456,45.615,54.385,67.854,32.146,30.39,0.934,bicubic,-40.481,-29.890,-39 +swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,45.566,54.434,68.506,31.494,87.77,0.900,bicubic,-39.710,-29.172,+41 +hgnet_small.ssld_in1k,224,45.354,54.646,67.802,32.197,24.36,0.965,bicubic,-38.464,-29.044,+256 +rdnet_large.nv_in1k_ft_in1k_384,384,45.342,54.658,66.655,33.345,186.27,1.000,bicubic,-40.502,-31.025,-19 +mvitv2_large.fb_in1k,224,45.310,54.690,65.216,34.783,217.99,0.900,bicubic,-39.954,-31.972,+39 +hgnetv2_b4.ssld_stage2_ft_in1k,224,45.267,54.733,67.600,32.400,19.80,0.965,bicubic,-38.433,-29.188,+283 +vit_base_patch16_224.augreg2_in21k_ft_in1k,224,45.106,54.894,67.455,32.545,86.57,0.900,bicubic,-40.002,-30.075,+56 +vit_base_patch32_clip_224.openai_ft_in1k,224,45.033,54.967,68.469,31.531,88.22,0.900,bicubic,-36.911,-27.503,+567 +nextvit_small.bd_ssld_6m_in1k,224,45.020,54.980,67.712,32.288,31.76,0.950,bicubic,-39.852,-29.660,+92 +vit_large_patch16_rope_mixed_224.naver_in1k,224,44.953,55.047,65.175,34.825,304.20,0.900,bicubic,-39.887,-31.953,+96 +vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,44.939,55.061,65.395,34.605,304.40,0.900,bicubic,-39.907,-32.091,+93 +seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,44.904,55.096,67.549,32.451,93.59,1.000,bicubic,-41.620,-30.485,-87 +tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.823,55.177,67.555,32.445,21.20,0.950,bicubic,-40.265,-29.697,+56 +convnextv2_large.fcmae_ft_in1k,288,44.801,55.199,65.867,34.133,197.96,1.000,bicubic,-41.331,-31.953,-55 +vit_large_patch16_rope_ape_224.naver_in1k,224,44.638,55.362,65.156,34.844,304.37,0.900,bicubic,-40.022,-31.990,+109 +regnety_160.lion_in12k_ft_in1k,224,44.570,55.430,66.344,33.656,83.59,0.950,bicubic,-41.032,-31.324,-8 +volo_d5_512.sail_in1k,512,44.570,55.430,65.753,34.247,296.09,1.150,bicubic,-42.498,-32.217,-131 +vit_large_patch16_rope_224.naver_in1k,224,44.546,55.454,65.725,34.275,304.17,0.900,bicubic,-40.100,-31.395,+109 +regnety_160.sw_in12k_ft_in1k,224,44.530,55.470,66.510,33.490,83.59,0.950,bicubic,-41.066,-31.159,-10 +rdnet_large.nv_in1k,224,44.522,55.478,65.012,34.988,186.27,0.900,bicubic,-40.272,-32.144,+90 +vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,44.442,55.558,65.513,34.487,60.40,0.950,bicubic,-41.292,-32.097,-21 +convnext_small.in12k_ft_in1k,224,44.326,55.674,66.309,33.691,50.22,0.950,bicubic,-40.838,-31.193,+34 +convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,44.312,55.688,66.620,33.380,28.64,1.000,bicubic,-40.786,-31.013,+43 +cait_m48_448.fb_dist_in1k,448,44.251,55.749,64.704,35.296,356.46,1.000,bicubic,-42.229,-33.044,-95 +deit3_large_patch16_384.fb_in1k,384,44.181,55.819,64.829,35.171,304.76,1.000,bicubic,-41.639,-32.773,-36 +dm_nfnet_f6.dm_in1k,448,44.125,55.875,65.883,34.117,438.36,0.956,bicubic,-42.031,-31.879,-69 +volo_d5_448.sail_in1k,448,44.100,55.900,65.069,34.931,295.91,1.150,bicubic,-42.874,-32.859,-135 +eva02_small_patch14_336.mim_in22k_ft_in1k,336,44.013,55.987,65.932,34.068,22.13,1.000,bicubic,-41.757,-31.684,-33 +dm_nfnet_f5.dm_in1k,416,43.929,56.071,64.861,35.139,377.21,0.954,bicubic,-41.783,-32.689,-27 +deit3_huge_patch14_224.fb_in1k,224,43.811,56.189,64.328,35.672,632.13,0.900,bicubic,-41.393,-32.858,+20 +hgnetv2_b4.ssld_stage2_ft_in1k,288,43.793,56.207,66.394,33.606,19.80,1.000,bicubic,-40.159,-30.672,+201 +vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,43.617,56.383,64.106,35.894,60.40,0.950,bicubic,-41.809,-33.372,-2 +convnext_small.fb_in22k_ft_in1k,224,43.611,56.389,66.564,33.435,50.22,0.875,bicubic,-40.971,-30.714,+100 +convnext_small.fb_in22k_ft_in1k,288,43.593,56.407,66.447,33.553,50.22,1.000,bicubic,-41.683,-31.119,+8 +deit3_large_patch16_224.fb_in1k,224,43.557,56.443,63.481,36.519,304.37,0.900,bicubic,-41.215,-33.863,+78 +vit_base_r50_s16_384.orig_in21k_ft_in1k,384,43.532,56.468,66.800,33.200,98.95,1.000,bicubic,-41.456,-30.496,+46 +hgnet_small.ssld_in1k,288,43.512,56.488,65.722,34.279,24.36,1.000,bicubic,-40.856,-31.408,+138 +tf_efficientnet_b4.ns_jft_in1k,380,43.444,56.556,65.464,34.536,19.34,0.922,bicubic,-41.712,-32.018,+20 +regnety_120.sw_in12k_ft_in1k,224,43.400,56.600,65.596,34.404,51.82,0.950,bicubic,-41.594,-31.816,+40 +dm_nfnet_f3.dm_in1k,320,43.304,56.696,64.228,35.772,254.92,0.940,bicubic,-41.788,-33.158,+27 +efficientvit_l3.r384_in1k,384,43.288,56.712,63.173,36.827,246.04,1.000,bicubic,-43.108,-34.467,-107 +volo_d5_224.sail_in1k,224,43.282,56.718,64.104,35.896,295.46,0.960,bicubic,-42.794,-33.470,-78 +deit3_medium_patch16_224.fb_in22k_ft_in1k,224,43.267,56.733,64.912,35.088,38.85,1.000,bicubic,-41.283,-32.268,+96 +vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.261,56.739,65.712,34.288,86.57,0.900,bicubic,-41.273,-31.588,+97 +volo_d4_448.sail_in1k,448,43.129,56.871,64.128,35.872,193.41,1.150,bicubic,-43.659,-33.752,-140 +hgnetv2_b4.ssld_stage1_in22k_in1k,224,43.086,56.914,65.112,34.888,19.80,0.965,bicubic,-39.806,-31.520,+370 +hgnetv2_b3.ssld_stage2_ft_in1k,224,42.968,57.032,65.093,34.907,16.29,0.965,bicubic,-39.946,-31.267,+366 +efficientvit_l3.r320_in1k,320,42.956,57.044,62.383,37.617,246.04,1.000,bicubic,-43.274,-35.093,-100 +tf_efficientnetv2_l.in1k,384,42.886,57.114,64.071,35.929,118.52,1.000,bicubic,-42.316,-33.353,+4 +efficientnet_b5.sw_in12k_ft_in1k,448,42.870,57.130,65.405,34.595,30.39,1.000,bicubic,-43.024,-32.337,-70 +dm_nfnet_f4.dm_in1k,384,42.870,57.130,63.471,36.529,316.07,0.951,bicubic,-42.644,-34.206,-32 +xcit_large_24_p8_384.fb_dist_in1k,384,42.864,57.136,63.371,36.629,188.93,1.000,bicubic,-43.160,-34.319,-82 +regnety_160.lion_in12k_ft_in1k,288,42.764,57.236,64.228,35.772,83.59,1.000,bicubic,-43.240,-33.606,-79 +vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,42.728,57.272,64.012,35.988,38.88,0.950,bicubic,-42.228,-33.372,+31 +regnety_160.sw_in12k_ft_in1k,288,42.718,57.282,64.322,35.678,83.59,1.000,bicubic,-43.310,-33.514,-86 +convnext_small.in12k_ft_in1k,288,42.681,57.319,64.314,35.685,50.22,1.000,bicubic,-42.643,-33.240,-17 +maxvit_small_tf_512.in1k,512,42.665,57.335,64.562,35.438,69.13,1.000,bicubic,-43.437,-33.126,-97 +efficientvit_l3.r224_in1k,224,42.642,57.358,62.306,37.694,246.04,1.000,bicubic,-43.168,-34.904,-67 +xcit_large_24_p8_224.fb_dist_in1k,224,42.573,57.427,63.104,36.896,188.93,1.000,bicubic,-42.823,-34.314,-26 +caformer_b36.sail_in1k,224,42.471,57.529,62.870,37.130,98.75,1.000,bicubic,-43.031,-34.446,-41 +caformer_b36.sail_in1k_384,384,42.447,57.553,62.815,37.185,98.75,1.000,bicubic,-43.953,-35.009,-128 +maxvit_large_tf_224.in1k,224,42.430,57.570,63.393,36.607,211.79,0.950,bicubic,-42.508,-33.587,+26 +tf_efficientnet_b8.ra_in1k,672,42.422,57.578,64.823,35.177,87.41,0.954,bicubic,-42.922,-32.569,-25 +cait_m36_384.fb_dist_in1k,384,42.392,57.608,63.350,36.650,271.22,1.000,bicubic,-43.668,-34.382,-99 +mambaout_base_wide_rw.sw_e500_in1k,224,42.312,57.688,62.300,37.700,94.45,0.950,bicubic,-42.136,-35.028,+93 +volo_d4_224.sail_in1k,224,42.310,57.690,62.994,37.006,192.96,0.960,bicubic,-43.558,-34.470,-84 +hgnetv2_b3.ssld_stage1_in22k_in1k,224,42.115,57.885,64.059,35.941,16.29,0.965,bicubic,-40.479,-32.305,+401 +efficientvit_l2.r288_in1k,288,42.084,57.916,61.404,38.596,63.71,1.000,bicubic,-43.530,-35.960,-61 +efficientvit_l3.r256_in1k,256,42.072,57.928,61.542,38.458,246.04,1.000,bicubic,-43.880,-35.798,-89 +hiera_base_plus_224.mae_in1k_ft_in1k,224,42.068,57.932,61.736,38.264,69.90,0.900,bicubic,-43.068,-35.426,-9 +caformer_s18.sail_in22k_ft_in1k_384,384,42.023,57.977,64.770,35.230,26.34,1.000,bicubic,-43.419,-32.948,-46 +deit3_small_patch16_384.fb_in22k_ft_in1k,384,41.964,58.036,64.550,35.450,22.21,1.000,bicubic,-42.882,-32.568,+31 +vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,41.915,58.085,63.721,36.279,39.03,0.950,bicubic,-43.641,-33.917,-59 +maxvit_tiny_tf_512.in1k,512,41.868,58.132,63.578,36.422,31.05,1.000,bicubic,-43.790,-34.014,-69 +efficientnetv2_rw_m.agc_in1k,320,41.848,58.152,62.638,37.362,53.24,1.000,bicubic,-42.448,-34.234,+110 +caformer_s36.sail_in1k_384,384,41.773,58.227,62.768,37.232,39.30,1.000,bicubic,-43.989,-34.898,-79 +hgnetv2_b4.ssld_stage1_in22k_in1k,288,41.706,58.294,63.727,36.273,19.80,1.000,bicubic,-41.744,-33.193,+253 +hgnet_tiny.ssld_in1k,224,41.675,58.325,63.578,36.422,14.74,0.965,bicubic,-40.267,-32.540,+498 +mambaout_base_wide_rw.sw_e500_in1k,288,41.669,58.331,61.990,38.010,94.45,1.000,bicubic,-43.297,-35.232,+5 +regnetz_e8.ra3_in1k,256,41.653,58.347,63.293,36.707,57.70,0.940,bicubic,-42.765,-33.695,+89 +convnextv2_tiny.fcmae_ft_in22k_in1k,224,41.640,58.360,63.841,36.159,28.64,0.875,bicubic,-42.264,-32.821,+157 +efficientnet_h_b5.sw_r448_e450_in1k,448,41.636,58.364,62.955,37.045,45.88,1.000,bicubic,-42.782,-34.185,+86 +swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,41.602,58.398,64.554,35.446,49.61,0.900,bicubic,-41.728,-32.442,+273 +convformer_s18.sail_in22k_ft_in1k_384,384,41.563,58.437,63.358,36.642,26.77,1.000,bicubic,-43.441,-34.215,-6 +regnety_2560.seer_ft_in1k,384,41.553,58.447,64.906,35.094,"1,282.60",1.000,bicubic,-43.591,-32.538,-25 +tf_efficientnetv2_s.in21k_ft_in1k,300,41.530,58.470,64.556,35.444,21.46,1.000,bicubic,-41.818,-32.154,+266 +coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,41.494,58.506,61.485,38.515,41.72,0.950,bicubic,-43.446,-35.483,0 +caformer_m36.sail_in1k_384,384,41.488,58.512,61.532,38.468,56.20,1.000,bicubic,-44.676,-36.280,-132 +tf_efficientnet_b7.ap_in1k,600,41.459,58.541,62.872,37.128,66.35,0.949,bicubic,-43.673,-34.384,-27 +tf_efficientnet_b7.ra_in1k,600,41.439,58.561,63.059,36.941,66.35,0.949,bicubic,-43.487,-34.161,+4 +hgnetv2_b3.ssld_stage2_ft_in1k,288,41.422,58.578,63.688,36.312,16.29,1.000,bicubic,-42.166,-33.124,+215 +vit_base_patch16_rope_mixed_224.naver_in1k,224,41.414,58.586,61.212,38.788,86.44,0.900,bicubic,-42.392,-35.510,+172 +tf_efficientnet_b5.ap_in1k,456,41.392,58.608,62.120,37.880,30.39,0.934,bicubic,-42.866,-34.864,+97 +dm_nfnet_f5.dm_in1k,544,41.335,58.665,62.019,37.981,377.21,0.954,bicubic,-44.767,-35.739,-133 +regnety_120.sw_in12k_ft_in1k,288,41.323,58.677,63.200,36.800,51.82,1.000,bicubic,-44.105,-34.376,-66 +dm_nfnet_f3.dm_in1k,416,41.308,58.692,62.135,37.865,254.92,0.940,bicubic,-44.368,-35.441,-93 +resnetv2_152x4_bit.goog_in21k_ft_in1k,480,41.304,58.696,64.360,35.640,936.53,1.000,bilinear,-43.632,-33.096,-8 +convnextv2_base.fcmae_ft_in1k,224,41.266,58.734,61.430,38.570,88.72,0.875,bicubic,-43.624,-35.658,0 +caformer_s18.sail_in22k_ft_in1k,224,41.192,58.808,63.906,36.094,26.34,1.000,bicubic,-42.900,-33.276,+116 +dm_nfnet_f6.dm_in1k,576,41.184,58.816,62.821,37.179,438.36,0.956,bicubic,-45.180,-35.079,-161 +vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,41.180,58.820,61.229,38.771,86.59,0.900,bicubic,-42.718,-35.523,+141 +tf_efficientnet_b6.ap_in1k,528,41.117,58.883,62.377,37.623,43.04,0.942,bicubic,-43.677,-34.761,+9 +convnext_tiny.in12k_ft_in1k_384,384,41.097,58.903,62.825,37.175,28.59,1.000,bicubic,-44.057,-34.809,-44 +efficientvit_l2.r224_in1k,224,41.074,58.926,60.726,39.274,63.71,1.000,bicubic,-43.972,-36.378,-30 +xcit_large_24_p16_384.fb_dist_in1k,384,41.042,58.958,61.265,38.735,189.10,1.000,bicubic,-44.736,-36.265,-111 +tf_efficientnetv2_s.in21k_ft_in1k,384,40.997,59.003,63.851,36.149,21.46,1.000,bicubic,-43.335,-33.423,+73 +tf_efficientnetv2_l.in1k,480,40.997,59.003,62.027,37.973,118.52,1.000,bicubic,-44.663,-35.445,-102 +xcit_large_24_p16_224.fb_dist_in1k,224,40.979,59.021,61.334,38.666,189.10,1.000,bicubic,-43.957,-35.794,-18 +hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,40.924,59.076,62.558,37.442,34.36,0.950,bicubic,-43.988,-34.702,-14 +maxvit_base_tf_224.in1k,224,40.883,59.117,61.182,38.818,119.47,0.950,bicubic,-44.001,-35.820,-11 +maxvit_small_tf_384.in1k,384,40.858,59.142,62.080,37.920,69.02,1.000,bicubic,-44.676,-35.386,-96 +edgenext_base.in21k_ft_in1k,320,40.838,59.162,61.758,38.242,18.51,1.000,bicubic,-43.238,-35.450,+104 +mambaout_base_short_rw.sw_e500_in1k,224,40.810,59.190,60.805,39.195,88.83,0.950,bicubic,-43.554,-36.139,+64 +resnetrs350.tf_in1k,288,40.730,59.270,61.587,38.413,163.96,1.000,bicubic,-43.574,-35.305,+69 +efficientvit_l2.r256_in1k,256,40.675,59.325,60.599,39.401,63.71,1.000,bicubic,-44.705,-36.657,-79 +hrnet_w18_ssld.paddle_in1k,224,40.643,59.357,62.304,37.696,21.30,0.950,bilinear,-40.471,-32.818,+574 +xcit_medium_24_p8_224.fb_dist_in1k,224,40.508,59.492,60.514,39.486,84.32,1.000,bicubic,-44.570,-36.760,-46 +tf_efficientnetv2_m.in1k,384,40.494,59.506,61.799,38.201,54.14,1.000,bicubic,-44.060,-35.259,+20 +rexnetr_300.sw_in12k_ft_in1k,224,40.490,59.510,63.159,36.841,34.81,0.950,bicubic,-43.546,-33.833,+105 +vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,40.480,59.520,62.774,37.226,36.47,1.000,bicubic,-43.586,-34.536,+98 +tf_efficientnet_b4.ap_in1k,380,40.476,59.524,61.746,38.254,19.34,0.922,bicubic,-42.770,-34.646,+244 +vit_base_patch16_rope_224.naver_in1k,224,40.433,59.567,60.547,39.453,86.43,0.900,bicubic,-43.281,-36.127,+159 +mambaout_base_tall_rw.sw_e500_in1k,224,40.431,59.569,60.396,39.604,86.48,0.950,bicubic,-44.005,-36.560,+38 +hgnetv2_b3.ssld_stage1_in22k_in1k,288,40.398,59.602,62.495,37.505,16.29,1.000,bicubic,-42.720,-33.959,+260 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.386,59.614,61.960,38.040,32.59,0.950,bicubic,-43.928,-35.142,+57 +deit3_base_patch16_224.fb_in1k,224,40.378,59.622,60.166,39.834,86.59,0.900,bicubic,-43.422,-36.806,+140 +inception_next_base.sail_in1k_384,384,40.339,59.661,60.787,39.213,86.67,1.000,bicubic,-44.863,-36.487,-75 +convformer_s18.sail_in22k_ft_in1k,224,40.307,59.693,61.723,38.277,26.77,1.000,bicubic,-43.461,-35.323,+145 +ecaresnet269d.ra2_in1k,320,40.295,59.705,61.105,38.895,102.09,0.950,bicubic,-44.429,-36.075,-12 +vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,40.290,59.710,61.666,38.334,38.86,0.950,bicubic,-44.152,-35.548,+29 +flexivit_large.600ep_in1k,240,40.270,59.730,60.357,39.643,304.36,0.950,bicubic,-45.260,-37.137,-115 +hgnet_tiny.ssld_in1k,288,40.231,59.769,61.829,38.171,14.74,1.000,bicubic,-42.297,-34.691,+347 +efficientnet_x_b5.sw_r448_e450_in1k,448,40.191,59.809,60.911,39.089,33.44,1.000,bicubic,-44.011,-36.061,+66 +deit3_small_patch16_224.fb_in22k_ft_in1k,224,40.184,59.816,61.860,38.140,22.06,1.000,bicubic,-42.898,-34.914,+256 +vit_base_patch16_224_miil.in21k_ft_in1k,224,40.184,59.816,60.891,39.109,86.54,0.875,bilinear,-44.095,-35.907,+52 +convnext_tiny.in12k_ft_in1k,224,40.170,59.830,61.575,38.425,28.59,0.950,bicubic,-44.022,-35.285,+66 +regnetz_e8.ra3_in1k,320,40.132,59.868,61.312,38.688,57.70,1.000,bicubic,-44.884,-35.966,-61 +xcit_medium_24_p8_384.fb_dist_in1k,384,40.123,59.877,60.522,39.478,84.32,1.000,bicubic,-45.719,-37.080,-152 +maxvit_rmlp_small_rw_224.sw_in1k,224,40.115,59.885,59.478,40.522,64.90,0.900,bicubic,-44.373,-37.294,+7 +rdnet_base.nv_in1k,224,40.105,59.895,60.200,39.800,87.45,0.900,bicubic,-44.261,-36.678,+36 +convnext_large.fb_in1k,224,40.105,59.895,60.109,39.891,197.77,0.875,bicubic,-44.199,-36.833,+43 +efficientvit_l1.r224_in1k,224,40.101,59.899,59.510,40.490,52.65,1.000,bicubic,-44.363,-37.350,+10 +vit_base_patch16_rope_ape_224.naver_in1k,224,40.097,59.903,60.042,39.958,86.59,0.900,bicubic,-43.683,-36.568,+126 +flexivit_large.1200ep_in1k,240,40.083,59.917,60.638,39.362,304.36,0.950,bicubic,-45.563,-36.908,-138 +maxvit_tiny_tf_384.in1k,384,40.054,59.946,60.964,39.036,30.98,1.000,bicubic,-45.052,-36.418,-81 +hiera_base_224.mae_in1k_ft_in1k,224,40.048,59.952,60.762,39.238,51.52,0.900,bicubic,-44.480,-36.248,-4 +flexivit_large.300ep_in1k,240,40.014,59.986,59.989,40.011,304.36,0.950,bicubic,-45.270,-37.415,-107 +mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,39.999,60.001,61.723,38.277,32.59,1.000,bicubic,-44.773,-35.325,-36 +edgenext_base.in21k_ft_in1k,256,39.981,60.019,61.212,38.788,18.51,0.950,bicubic,-43.435,-35.588,+190 +convnextv2_tiny.fcmae_ft_in22k_in1k,288,39.959,60.041,61.817,38.183,28.64,1.000,bicubic,-44.468,-35.443,+14 +xcit_medium_24_p16_384.fb_dist_in1k,384,39.938,60.062,60.211,39.789,84.40,1.000,bicubic,-45.496,-37.197,-123 +dm_nfnet_f4.dm_in1k,512,39.922,60.078,60.414,39.586,316.07,0.951,bicubic,-45.916,-37.362,-164 +hgnetv2_b2.ssld_stage1_in22k_in1k,224,39.916,60.084,61.677,38.323,11.22,0.965,bicubic,-40.826,-33.823,+594 +mambaout_base_short_rw.sw_e500_in1k,288,39.851,60.149,59.901,40.099,88.83,1.000,bicubic,-44.991,-37.385,-49 +rdnet_small.nv_in1k,224,39.820,60.180,60.318,39.682,50.44,0.900,bicubic,-43.838,-36.386,+139 +convnext_tiny.fb_in22k_ft_in1k_384,384,39.798,60.202,61.530,38.470,28.59,1.000,bicubic,-44.300,-35.252,+55 +vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,39.798,60.202,59.807,40.193,63.95,0.950,bicubic,-44.518,-37.003,+25 +cait_s36_384.fb_dist_in1k,384,39.767,60.233,60.469,39.531,68.37,1.000,bicubic,-45.691,-37.011,-135 +convnextv2_base.fcmae_ft_in1k,288,39.761,60.239,59.850,40.150,88.72,1.000,bicubic,-45.729,-37.530,-139 +volo_d3_448.sail_in1k,448,39.704,60.296,59.769,40.231,86.63,1.000,bicubic,-46.810,-37.941,-234 +efficientnetv2_rw_m.agc_in1k,416,39.673,60.327,59.691,40.309,53.24,1.000,bicubic,-45.157,-37.457,-54 +xception65.ra3_in1k,299,39.649,60.351,60.931,39.069,39.92,0.940,bicubic,-43.537,-35.665,+207 +efficientvit_l2.r384_in1k,384,39.643,60.357,59.465,40.535,63.71,1.000,bicubic,-46.341,-38.045,-188 +caformer_m36.sail_in1k,224,39.618,60.382,58.698,41.302,56.20,1.000,bicubic,-45.624,-38.528,-118 +ecaresnet269d.ra2_in1k,352,39.604,60.396,60.355,39.645,102.09,1.000,bicubic,-45.364,-36.869,-82 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,39.592,60.408,60.742,39.258,32.59,0.950,bicubic,-45.076,-36.366,-43 +eca_nfnet_l2.ra3_in1k,320,39.588,60.412,60.540,39.460,56.72,0.900,bicubic,-44.582,-36.476,+37 +resnetrs420.tf_in1k,320,39.557,60.443,60.306,39.694,191.89,1.000,bicubic,-44.683,-36.556,+27 +caformer_s36.sail_in1k,224,39.547,60.453,59.779,40.221,39.30,1.000,bicubic,-44.981,-37.243,-26 +convformer_b36.sail_in1k,224,39.545,60.455,58.085,41.915,99.88,1.000,bicubic,-45.281,-38.863,-62 +efficientnet_h_b5.sw_r448_e450_in1k,576,39.504,60.496,60.386,39.614,45.88,1.000,bicubic,-45.438,-37.004,-85 +tf_efficientnet_b3.ns_jft_in1k,300,39.500,60.500,61.426,38.574,12.23,0.904,bicubic,-44.554,-35.500,+49 +volo_d3_224.sail_in1k,224,39.486,60.514,59.873,40.127,86.33,0.960,bicubic,-45.954,-37.401,-147 +hgnetv2_b2.ssld_stage2_ft_in1k,224,39.468,60.532,61.239,38.761,11.22,0.965,bicubic,-42.096,-34.655,+440 +convnext_large.fb_in1k,288,39.468,60.532,59.233,40.767,197.77,1.000,bicubic,-45.394,-37.977,-72 +deit3_base_patch16_384.fb_in1k,384,39.417,60.583,58.950,41.050,86.88,1.000,bicubic,-45.671,-38.404,-106 +mambaout_base_tall_rw.sw_e500_in1k,288,39.337,60.663,59.671,40.329,86.48,1.000,bicubic,-45.651,-37.663,-96 +xcit_small_24_p8_224.fb_dist_in1k,224,39.321,60.679,59.419,40.581,47.63,1.000,bicubic,-45.557,-37.781,-78 +xcit_medium_24_p16_224.fb_dist_in1k,224,39.283,60.717,59.482,40.518,84.40,1.000,bicubic,-45.009,-37.454,+7 +inception_next_base.sail_in1k,224,39.272,60.728,59.264,40.736,86.67,0.950,bicubic,-44.826,-37.874,+33 +convformer_m36.sail_in1k,224,39.242,60.758,57.645,42.355,57.05,1.000,bicubic,-45.244,-39.221,-34 +efficientnet_b4.ra2_in1k,320,39.201,60.799,59.942,40.058,19.34,0.875,bicubic,-43.457,-36.192,+269 +coat_lite_medium_384.in1k,384,39.185,60.815,59.290,40.710,44.57,1.000,bicubic,-45.705,-38.086,-86 +efficientnetv2_rw_s.ra2_in1k,288,39.154,60.846,59.592,40.408,23.94,1.000,bicubic,-43.734,-36.736,+233 +efficientnet_b4.ra2_in1k,384,39.134,60.866,59.659,40.341,19.34,1.000,bicubic,-44.334,-36.915,+139 +tiny_vit_11m_224.dist_in22k_ft_in1k,224,39.120,60.880,61.033,38.967,11.00,0.950,bicubic,-44.112,-35.595,+180 +vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,39.081,60.919,58.822,41.178,60.23,0.950,bicubic,-44.825,-37.856,+50 +hrnet_w18_ssld.paddle_in1k,288,39.079,60.921,60.638,39.362,21.30,1.000,bilinear,-42.973,-35.612,+367 +mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,39.032,60.968,60.545,39.455,32.59,1.000,bicubic,-45.958,-36.748,-109 +xcit_small_24_p8_384.fb_dist_in1k,384,39.030,60.970,59.205,40.795,47.63,1.000,bicubic,-46.550,-38.343,-179 +vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.022,60.978,58.633,41.367,86.43,0.950,bicubic,-44.850,-38.043,+57 +tresnet_v2_l.miil_in21k_ft_in1k,224,39.008,60.992,59.478,40.522,46.17,0.875,bilinear,-44.902,-37.014,+44 +dm_nfnet_f2.dm_in1k,256,39.008,60.992,59.141,40.859,193.78,0.920,bicubic,-45.092,-37.769,+18 +maxvit_small_tf_224.in1k,224,39.005,60.995,59.302,40.698,68.93,0.950,bicubic,-45.447,-37.522,-39 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,38.989,61.011,62.487,37.513,236.34,1.000,bicubic,-44.869,-34.643,+54 +seresnext101d_32x8d.ah_in1k,224,38.946,61.054,58.942,41.058,93.59,0.950,bicubic,-44.756,-37.852,+92 +convformer_b36.sail_in1k_384,384,38.944,61.056,58.398,41.602,99.88,1.000,bicubic,-46.826,-39.124,-201 +mambaout_small_rw.sw_e450_in1k,224,38.896,61.104,58.820,41.180,48.50,1.000,bicubic,-45.144,-37.922,+25 +convnext_tiny.in12k_ft_in1k,288,38.883,61.117,59.875,40.125,28.59,1.000,bicubic,-45.565,-37.199,-43 +coatnet_rmlp_2_rw_224.sw_in1k,224,38.867,61.133,58.081,41.919,73.88,0.950,bicubic,-45.741,-38.663,-69 +vit_base_patch32_384.augreg_in21k_ft_in1k,384,38.828,61.172,60.337,39.663,88.30,1.000,bicubic,-44.530,-36.491,+147 +nextvit_large.bd_in1k_384,384,38.824,61.176,59.818,40.182,57.87,1.000,bicubic,-46.106,-37.676,-110 +regnetz_d32.ra3_in1k,256,38.775,61.225,60.037,39.963,27.58,0.950,bicubic,-44.657,-36.597,+131 +tf_efficientnetv2_m.in1k,480,38.757,61.243,59.854,40.146,54.14,1.000,bicubic,-46.451,-37.504,-155 +hgnetv2_b2.ssld_stage1_in22k_in1k,288,38.743,61.257,60.300,39.700,11.22,1.000,bicubic,-42.713,-35.716,+433 +eca_nfnet_l2.ra3_in1k,384,38.731,61.269,59.504,40.496,56.72,1.000,bicubic,-45.979,-37.488,-88 +efficientvit_b3.r288_in1k,288,38.694,61.306,58.410,41.590,48.65,1.000,bicubic,-45.468,-38.322,-1 +resnet200d.ra2_in1k,256,38.690,61.310,59.351,40.649,64.69,0.950,bicubic,-44.560,-37.201,+156 +efficientvit_b3.r256_in1k,256,38.682,61.318,58.651,41.349,48.65,1.000,bicubic,-45.100,-37.847,+59 +resnet152d.ra2_in1k,256,38.672,61.328,59.309,40.691,60.21,0.950,bicubic,-44.488,-37.337,+166 +xcit_small_12_p8_384.fb_dist_in1k,384,38.669,61.331,58.999,41.001,26.21,1.000,bicubic,-46.399,-38.265,-139 +davit_small.msft_in1k,224,38.651,61.349,58.205,41.795,49.75,0.950,bicubic,-45.601,-38.737,-21 +resnetrs270.tf_in1k,256,38.609,61.391,59.300,40.700,129.86,1.000,bicubic,-44.987,-37.316,+91 +regnetz_040_h.ra3_in1k,256,38.592,61.408,59.260,40.740,28.94,1.000,bicubic,-45.172,-37.440,+60 +convformer_m36.sail_in1k_384,384,38.553,61.447,57.728,42.272,57.05,1.000,bicubic,-47.027,-39.844,-203 +mvitv2_small.fb_in1k,224,38.545,61.455,58.119,41.881,34.87,0.900,bicubic,-45.227,-38.439,+56 +vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,38.541,61.459,58.785,41.215,38.74,0.950,bicubic,-45.269,-38.039,+44 +davit_base.msft_in1k,224,38.501,61.499,57.513,42.487,87.95,0.950,bicubic,-46.151,-39.507,-92 +xcit_small_24_p16_384.fb_dist_in1k,384,38.498,61.502,58.404,41.596,47.67,1.000,bicubic,-46.605,-38.914,-154 +resnetaa101d.sw_in12k_ft_in1k,224,38.492,61.508,59.288,40.712,44.57,0.950,bicubic,-45.052,-37.540,+92 +vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,38.462,61.538,59.382,40.618,22.52,0.950,bicubic,-45.338,-37.202,+43 +mvitv2_base.fb_in1k,224,38.462,61.538,57.920,42.080,51.47,0.900,bicubic,-45.962,-38.988,-54 +convnext_tiny.fb_in22k_ft_in1k,224,38.458,61.542,60.439,39.561,28.59,0.875,bicubic,-44.442,-35.851,+191 +xcit_small_12_p8_224.fb_dist_in1k,224,38.454,61.546,58.836,41.164,26.21,1.000,bicubic,-45.798,-38.038,-32 +rexnetr_300.sw_in12k_ft_in1k,288,38.411,61.589,60.569,39.431,34.81,1.000,bicubic,-46.171,-36.845,-91 +convformer_s36.sail_in1k,224,38.403,61.597,57.720,42.280,40.01,1.000,bicubic,-45.665,-39.024,-9 +fastvit_ma36.apple_dist_in1k,256,38.386,61.614,58.486,41.514,44.07,0.950,bicubic,-46.223,-38.510,-97 +hgnetv2_b2.ssld_stage2_ft_in1k,288,38.378,61.622,59.822,40.178,11.22,1.000,bicubic,-43.984,-36.590,+277 +seresnextaa101d_32x8d.ah_in1k,224,38.366,61.634,58.356,41.644,93.59,0.950,bicubic,-45.534,-38.292,+12 +tf_efficientnet_b5.ra_in1k,456,38.354,61.646,59.930,40.070,30.39,0.934,bicubic,-45.480,-36.834,+24 +dm_nfnet_f1.dm_in1k,224,38.283,61.717,58.132,41.868,132.63,0.910,bicubic,-45.161,-38.502,+100 +deit_base_distilled_patch16_384.fb_in1k,384,38.250,61.750,57.796,42.204,87.63,1.000,bicubic,-47.188,-39.536,-205 +convnext_base.fb_in1k,224,38.236,61.764,58.219,41.781,88.59,0.875,bicubic,-45.602,-38.527,+20 +seresnet152d.ra2_in1k,256,38.144,61.856,58.423,41.577,66.84,0.950,bicubic,-45.558,-38.197,+53 +xcit_large_24_p8_224.fb_in1k,224,38.138,61.862,57.871,42.129,188.93,1.000,bicubic,-46.242,-39.047,-61 +vit_base_patch16_384.orig_in21k_ft_in1k,384,38.126,61.874,60.434,39.566,86.86,1.000,bicubic,-46.086,-36.776,-38 +hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,38.085,61.915,58.286,41.714,34.36,0.950,bicubic,-46.479,-38.822,-101 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,38.055,61.945,58.671,41.329,37.76,0.950,bicubic,-45.941,-38.043,-10 +resnetv2_152x2_bit.goog_in21k_ft_in1k,448,38.006,61.994,61.172,38.828,236.34,1.000,bilinear,-46.462,-36.260,-89 +repvit_m2_3.dist_450e_in1k,224,37.989,62.011,58.174,41.826,23.69,0.950,bicubic,-45.757,-38.476,+37 +pvt_v2_b4.in1k,224,37.953,62.047,58.213,41.787,62.56,0.900,bicubic,-45.757,-38.401,+41 +efficientnet_x_b5.sw_r448_e450_in1k,576,37.943,62.057,58.606,41.394,33.44,1.000,bicubic,-46.985,-38.706,-149 +mambaout_small_rw.sw_e450_in1k,288,37.918,62.082,57.861,42.139,48.50,1.000,bicubic,-46.686,-39.235,-111 +regnetz_040.ra3_in1k,256,37.912,62.088,57.944,42.056,27.12,1.000,bicubic,-45.732,-38.738,+54 +cait_s24_384.fb_dist_in1k,384,37.908,62.092,58.068,41.932,47.06,1.000,bicubic,-47.140,-39.282,-172 +coat_lite_medium.in1k,224,37.896,62.104,57.824,42.176,44.57,0.900,bicubic,-45.706,-38.890,+57 +convnextv2_nano.fcmae_ft_in22k_in1k_384,384,37.886,62.114,59.443,40.557,15.62,1.000,bicubic,-45.480,-37.297,+100 +resnet152d.ra2_in1k,320,37.875,62.125,58.384,41.616,60.21,1.000,bicubic,-45.809,-38.314,+43 +nextvit_large.bd_in1k,224,37.867,62.133,58.213,41.787,57.87,0.950,bicubic,-45.787,-38.469,+47 +convformer_s36.sail_in1k_384,384,37.814,62.186,57.478,42.522,40.01,1.000,bicubic,-47.566,-39.990,-215 +fasternet_l.in1k,224,37.764,62.236,57.458,42.542,93.47,1.000,bicubic,-45.752,-39.200,+64 +hiera_small_224.mae_in1k_ft_in1k,224,37.763,62.237,57.496,42.504,35.01,0.900,bicubic,-46.125,-39.172,-9 +resnetrs420.tf_in1k,416,37.757,62.243,58.221,41.779,191.89,1.000,bicubic,-47.253,-38.889,-176 +deit3_medium_patch16_224.fb_in1k,224,37.741,62.259,57.105,42.895,38.85,0.900,bicubic,-45.349,-39.007,+134 +resnetrs350.tf_in1k,384,37.739,62.261,58.136,41.864,163.96,1.000,bicubic,-46.971,-39.120,-136 +xcit_small_24_p16_224.fb_dist_in1k,224,37.721,62.279,57.356,42.644,47.67,1.000,bicubic,-46.159,-39.378,-9 +caformer_s18.sail_in1k_384,384,37.682,62.318,57.602,42.398,26.34,1.000,bicubic,-47.354,-39.752,-182 +mambaout_small.in1k,224,37.674,62.326,57.525,42.475,48.49,1.000,bicubic,-46.420,-39.101,-44 +vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,37.658,62.342,56.782,43.218,60.40,0.950,bicubic,-45.994,-39.764,+38 +convnext_nano.r384_in12k_ft_in1k,384,37.635,62.365,58.893,41.107,15.59,1.000,bicubic,-45.699,-37.731,+95 +regnety_640.seer_ft_in1k,384,37.631,62.369,59.842,40.158,281.38,1.000,bicubic,-46.293,-37.084,-27 +xcit_small_12_p16_384.fb_dist_in1k,384,37.609,62.391,57.785,42.215,26.25,1.000,bicubic,-47.125,-39.351,-147 +pvt_v2_b5.in1k,224,37.546,62.454,57.256,42.744,81.96,0.900,bicubic,-46.214,-39.378,+12 +mambaout_base.in1k,224,37.539,62.461,56.645,43.355,84.81,1.000,bicubic,-46.655,-40.023,-63 +resnet200d.ra2_in1k,320,37.527,62.473,58.315,41.685,64.69,1.000,bicubic,-46.449,-38.505,-35 +vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,37.476,62.524,57.071,42.929,60.40,0.950,bicubic,-46.234,-39.545,+17 +maxvit_rmlp_tiny_rw_256.sw_in1k,256,37.407,62.593,57.187,42.813,29.15,0.950,bicubic,-46.819,-39.595,-71 +efficientvit_b3.r224_in1k,224,37.370,62.630,57.120,42.880,48.65,0.950,bicubic,-46.074,-39.218,+64 +resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,37.356,62.644,59.461,40.539,236.34,0.875,bicubic,-45.562,-37.107,+142 +regnety_1280.seer_ft_in1k,384,37.350,62.650,59.154,40.846,644.81,1.000,bicubic,-47.076,-37.932,-105 +regnetz_d8_evos.ch_in1k,256,37.330,62.670,58.011,41.989,23.46,0.950,bicubic,-46.074,-38.651,+70 +mobilenetv4_hybrid_large.e600_r384_in1k,384,37.320,62.680,57.651,42.349,37.76,0.950,bicubic,-46.506,-39.097,-15 +convnext_base.fb_in1k,288,37.313,62.687,57.325,42.675,88.59,1.000,bicubic,-47.153,-39.657,-122 +resnest269e.in1k,416,37.303,62.697,57.450,42.550,110.93,0.928,bicubic,-47.239,-39.538,-134 +vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,37.250,62.750,59.064,40.936,36.43,0.900,bicubic,-44.606,-37.020,+309 +resmlp_big_24_224.fb_in22k_ft_in1k,224,37.240,62.760,58.172,41.828,129.14,0.875,bicubic,-47.174,-38.936,-106 +edgenext_base.usi_in1k,256,37.220,62.780,57.574,42.426,18.51,0.950,bicubic,-46.464,-39.176,+15 +pit_b_distilled_224.in1k,224,37.208,62.792,56.505,43.495,74.79,0.900,bicubic,-46.566,-39.963,-7 +rdnet_tiny.nv_in1k,224,37.206,62.794,57.382,42.618,23.86,0.900,bicubic,-45.607,-38.650,+150 +repvit_m2_3.dist_300e_in1k,224,37.203,62.797,57.203,42.797,23.69,0.950,bicubic,-46.322,-39.329,+33 +cait_s24_224.fb_dist_in1k,224,37.153,62.847,56.716,43.284,46.92,1.000,bicubic,-46.331,-39.870,+41 +vit_medium_patch16_reg4_gap_256.sbb_in1k,256,37.148,62.852,57.305,42.695,38.88,0.950,bicubic,-46.318,-39.317,+45 +dm_nfnet_f2.dm_in1k,352,37.136,62.864,56.993,43.007,193.78,0.920,bicubic,-48.048,-40.347,-228 +pvt_v2_b3.in1k,224,37.128,62.872,57.313,42.687,45.24,0.900,bicubic,-45.992,-39.247,+99 +tiny_vit_21m_224.in1k,224,37.120,62.880,57.435,42.565,21.20,0.950,bicubic,-46.148,-39.167,+76 +mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,37.116,62.884,57.667,42.333,37.76,1.000,bicubic,-47.236,-39.221,-108 +efficientformer_l7.snap_dist_in1k,224,37.114,62.886,56.908,43.092,82.23,0.950,bicubic,-46.282,-39.624,+56 +volo_d1_384.sail_in1k,384,37.110,62.890,57.132,42.868,26.78,1.000,bicubic,-48.152,-40.086,-243 +fastvit_sa36.apple_dist_in1k,256,37.104,62.896,57.120,42.880,31.53,0.900,bicubic,-46.924,-39.752,-62 +vit_base_patch32_224.augreg_in21k_ft_in1k,224,37.098,62.902,59.282,40.718,88.22,0.900,bicubic,-43.634,-36.292,+459 +resnetaa101d.sw_in12k_ft_in1k,288,37.090,62.910,57.887,42.113,44.57,1.000,bicubic,-47.024,-39.227,-81 +tf_efficientnet_b3.ap_in1k,300,37.085,62.915,57.260,42.740,12.23,0.904,bicubic,-44.757,-38.354,+295 +efficientnetv2_rw_s.ra2_in1k,384,37.075,62.925,56.824,43.176,23.94,1.000,bicubic,-46.755,-39.888,-38 +maxvit_tiny_tf_224.in1k,224,37.067,62.933,56.928,43.072,30.92,0.950,bicubic,-46.359,-39.656,+43 +convnext_small.fb_in1k,224,37.063,62.937,57.128,42.872,50.22,0.875,bicubic,-46.081,-39.304,+84 +swinv2_base_window16_256.ms_in1k,256,37.000,63.000,56.138,43.862,87.92,0.900,bicubic,-47.608,-40.926,-167 +regnetz_040_h.ra3_in1k,320,36.990,63.010,57.260,42.740,28.94,1.000,bicubic,-47.508,-39.746,-152 +xcit_small_12_p16_224.fb_dist_in1k,224,36.949,63.051,56.733,43.267,26.25,1.000,bicubic,-46.405,-39.739,+52 +rexnetr_200.sw_in12k_ft_in1k,224,36.935,63.065,58.806,41.194,16.52,0.950,bicubic,-45.667,-37.590,+165 +fasternet_m.in1k,224,36.906,63.094,56.741,43.259,53.52,1.000,bicubic,-45.942,-39.647,+121 +volo_d1_224.sail_in1k,224,36.906,63.094,56.661,43.339,26.63,0.960,bicubic,-47.242,-40.111,-94 +inception_next_small.sail_in1k,224,36.884,63.116,56.765,43.235,49.37,0.875,bicubic,-46.700,-39.833,+5 +seresnext101_32x8d.ah_in1k,224,36.798,63.202,55.708,44.292,93.57,0.950,bicubic,-46.820,-40.705,-2 +seresnet152d.ra2_in1k,320,36.796,63.204,56.714,43.286,66.84,1.000,bicubic,-47.548,-40.330,-125 +efficientformerv2_l.snap_dist_in1k,224,36.784,63.216,56.639,43.361,26.32,0.950,bicubic,-46.858,-39.907,-6 +eca_nfnet_l1.ra2_in1k,256,36.715,63.285,57.122,42.878,41.41,0.900,bicubic,-46.549,-39.562,+56 +seresnext101d_32x8d.ah_in1k,288,36.697,63.303,56.423,43.577,93.59,1.000,bicubic,-47.682,-40.241,-134 +maxxvit_rmlp_small_rw_256.sw_in1k,256,36.692,63.308,56.012,43.988,66.01,0.950,bicubic,-47.942,-41.050,-180 +regnetz_d8.ra3_in1k,256,36.686,63.314,58.032,41.968,23.37,0.940,bicubic,-46.860,-38.714,+2 +resnetrs200.tf_in1k,256,36.656,63.344,56.672,43.328,93.21,1.000,bicubic,-47.228,-40.090,-66 +volo_d2_224.sail_in1k,224,36.619,63.381,56.480,43.520,58.68,0.960,bicubic,-48.585,-40.884,-260 +caformer_s18.sail_in1k,224,36.617,63.383,55.845,44.155,26.34,1.000,bicubic,-47.047,-40.681,-19 +fastvit_ma36.apple_in1k,256,36.572,63.428,56.521,43.479,44.07,0.950,bicubic,-47.312,-40.235,-68 +xception65p.ra3_in1k,299,36.568,63.432,56.435,43.565,39.82,0.940,bicubic,-46.592,-39.935,+61 +mobilenetv4_hybrid_large.e600_r384_in1k,448,36.558,63.442,56.719,43.281,37.76,1.000,bicubic,-47.706,-40.237,-126 +seresnextaa101d_32x8d.ah_in1k,288,36.548,63.452,56.374,43.626,93.59,1.000,bicubic,-48.032,-40.688,-181 +fastvit_sa36.apple_in1k,256,36.540,63.460,55.994,44.006,31.53,0.900,bicubic,-46.962,-40.638,+1 +nextvit_base.bd_in1k,224,36.538,63.462,56.484,43.516,44.82,0.950,bicubic,-46.960,-40.164,+1 +ese_vovnet57b.ra4_e3600_r256_in1k,256,36.521,63.479,56.409,43.591,38.61,0.950,bicubic,-45.939,-39.597,+172 +focalnet_base_srf.ms_in1k,224,36.466,63.534,56.199,43.801,88.15,0.900,bicubic,-47.342,-40.461,-58 +resnetv2_101x3_bit.goog_in21k_ft_in1k,448,36.444,63.556,59.034,40.966,387.93,1.000,bilinear,-47.986,-38.346,-158 +regnetz_d32.ra3_in1k,320,36.428,63.572,57.372,42.628,27.58,0.950,bicubic,-47.600,-39.478,-96 +volo_d2_384.sail_in1k,384,36.426,63.574,56.295,43.705,58.87,1.000,bicubic,-49.628,-41.287,-357 +deit_base_distilled_patch16_224.fb_in1k,224,36.416,63.584,56.670,43.330,87.34,0.900,bicubic,-46.968,-39.822,+21 +efficientnet_b3.ra2_in1k,320,36.414,63.586,56.831,43.169,12.23,1.000,bicubic,-45.882,-39.105,+194 +cait_xs24_384.fb_dist_in1k,384,36.409,63.591,56.920,43.080,26.67,1.000,bicubic,-47.655,-39.968,-107 +gcvit_base.in1k,224,36.379,63.621,55.900,44.100,90.32,0.875,bicubic,-48.077,-41.318,-173 +vit_little_patch16_reg4_gap_256.sbb_in1k,256,36.375,63.625,56.727,43.273,22.52,0.950,bicubic,-46.145,-39.385,+152 +dm_nfnet_f1.dm_in1k,320,36.358,63.642,55.717,44.283,132.63,0.910,bicubic,-48.342,-41.461,-208 +resnetrs270.tf_in1k,352,36.356,63.644,56.560,43.440,129.86,1.000,bicubic,-48.082,-40.412,-170 +vit_medium_patch16_reg1_gap_256.sbb_in1k,256,36.318,63.682,56.283,43.717,38.88,0.950,bicubic,-47.144,-40.265,-3 +tresnet_m.miil_in21k_ft_in1k,224,36.269,63.731,55.790,44.210,31.39,0.875,bilinear,-46.821,-40.494,+57 +mixer_b16_224.miil_in21k_ft_in1k,224,36.251,63.749,55.965,44.035,59.88,0.875,bilinear,-46.063,-40.021,+180 +convnext_small.fb_in1k,288,36.251,63.749,55.934,44.066,50.22,1.000,bicubic,-47.453,-40.857,-48 +convformer_s18.sail_in1k_384,384,36.224,63.776,56.051,43.949,26.77,1.000,bicubic,-48.168,-41.059,-163 +mambaout_small.in1k,288,36.193,63.807,55.849,44.151,48.49,1.000,bicubic,-48.319,-41.121,-192 +regnety_160.deit_in1k,224,36.181,63.819,56.417,43.583,83.59,0.950,bicubic,-46.819,-40.085,+63 +deit3_small_patch16_384.fb_in1k,384,36.163,63.837,55.593,44.407,22.21,1.000,bicubic,-47.269,-41.081,-5 +mobilenetv4_conv_large.e600_r384_in1k,384,36.130,63.870,56.232,43.768,32.59,0.950,bicubic,-46.844,-40.012,+66 +mvitv2_tiny.fb_in1k,224,36.120,63.880,55.134,44.866,24.17,0.900,bicubic,-46.288,-41.016,+156 +focalnet_base_lrf.ms_in1k,224,36.114,63.886,55.597,44.403,88.75,0.900,bicubic,-47.714,-41.013,-85 +tf_efficientnet_b2.ns_jft_in1k,260,36.110,63.890,57.496,42.504,9.11,0.890,bicubic,-46.302,-38.742,+153 +convnextv2_tiny.fcmae_ft_in1k,224,36.077,63.923,55.564,44.436,28.64,0.875,bicubic,-46.871,-40.722,+65 +resnet152.a1h_in1k,224,36.067,63.933,55.554,44.446,60.19,0.950,bicubic,-46.751,-40.570,+84 +regnetz_040.ra3_in1k,320,36.059,63.941,55.749,44.251,27.12,1.000,bicubic,-48.183,-41.187,-151 +regnety_320.seer_ft_in1k,384,36.043,63.957,58.467,41.533,145.05,1.000,bicubic,-47.281,-38.245,+11 +ecaresnet101d.miil_in1k,224,36.027,63.973,56.195,43.805,44.57,0.875,bicubic,-46.153,-39.867,+191 +mobilenetv4_conv_large.e600_r384_in1k,448,35.955,64.045,56.014,43.986,32.59,1.000,bicubic,-47.463,-40.598,-10 +mobilenetv4_conv_aa_large.e600_r384_in1k,384,35.945,64.055,55.442,44.558,32.59,0.950,bicubic,-47.319,-40.948,+14 +mambaout_base.in1k,288,35.943,64.057,54.829,45.171,84.81,1.000,bicubic,-48.787,-42.105,-234 +resnest200e.in1k,320,35.939,64.061,55.865,44.135,70.20,0.909,bicubic,-47.941,-41.015,-105 +nextvit_base.bd_in1k_384,384,35.927,64.073,56.226,43.774,44.82,1.000,bicubic,-48.779,-40.994,-232 +resnetrs152.tf_in1k,256,35.876,64.124,55.432,44.568,86.62,1.000,bicubic,-47.024,-41.184,+62 +dm_nfnet_f0.dm_in1k,192,35.864,64.136,56.537,43.463,71.49,0.900,bicubic,-45.572,-39.135,+287 +resnet18.fb_swsl_ig1b_ft_in1k,224,35.862,64.138,58.461,41.539,11.69,0.875,bilinear,-37.424,-33.293,+918 +eca_nfnet_l1.ra2_in1k,320,35.849,64.151,55.939,44.061,41.41,1.000,bicubic,-48.213,-41.087,-136 +sequencer2d_l.in1k,224,35.823,64.177,55.747,44.253,54.30,0.875,bicubic,-47.583,-40.757,-17 +gcvit_small.in1k,224,35.780,64.220,54.908,45.092,51.09,0.875,bicubic,-48.124,-42.056,-119 +vit_base_patch16_224.orig_in21k_ft_in1k,224,35.776,64.224,57.399,42.601,86.57,0.900,bicubic,-46.006,-38.637,+236 +vit_relpos_medium_patch16_cls_224.sw_in1k,224,35.727,64.273,54.939,45.061,38.76,0.900,bicubic,-46.831,-41.137,+117 +ese_vovnet57b.ra4_e3600_r256_in1k,320,35.723,64.277,55.358,44.642,38.61,1.000,bicubic,-47.575,-41.164,-2 +resnet101d.ra2_in1k,256,35.721,64.279,55.399,44.601,44.57,0.950,bicubic,-46.533,-40.671,+164 +xcit_small_12_p8_224.fb_in1k,224,35.587,64.413,55.619,44.381,26.21,1.000,bicubic,-47.767,-40.801,-14 +efficientnet_b3.ra2_in1k,288,35.536,64.464,55.920,44.080,12.23,0.875,bicubic,-45.936,-39.776,+269 +flexivit_base.1200ep_in1k,240,35.519,64.481,53.843,46.157,86.59,0.950,bicubic,-49.159,-43.137,-243 +vit_small_patch16_384.augreg_in21k_ft_in1k,384,35.517,64.484,57.553,42.447,22.20,1.000,bicubic,-48.297,-39.553,-107 +coat_small.in1k,224,35.517,64.484,55.177,44.823,21.69,0.900,bicubic,-46.861,-41.037,+137 +xcit_small_24_p8_224.fb_in1k,224,35.515,64.485,54.778,45.222,47.63,1.000,bicubic,-48.339,-41.858,-118 +xcit_large_24_p16_224.fb_in1k,224,35.499,64.501,54.758,45.242,189.10,1.000,bicubic,-47.387,-41.122,+49 +convnextv2_nano.fcmae_ft_in22k_in1k,224,35.497,64.503,56.378,43.622,15.62,0.875,bicubic,-46.541,-39.796,+187 +tf_efficientnet_b5.aa_in1k,456,35.475,64.525,56.199,43.801,30.39,0.934,bicubic,-48.221,-40.513,-81 +swinv2_base_window8_256.ms_in1k,256,35.464,64.537,54.635,45.365,87.92,0.900,bicubic,-48.782,-42.267,-179 +regnetz_d8_evos.ch_in1k,320,35.462,64.538,55.764,44.236,23.46,1.000,bicubic,-48.677,-41.254,-165 +xcit_medium_24_p8_224.fb_in1k,224,35.442,64.558,54.837,45.163,84.32,1.000,bicubic,-48.302,-41.557,-96 +gc_efficientnetv2_rw_t.agc_in1k,224,35.436,64.564,55.212,44.788,13.68,1.000,bicubic,-45.840,-40.368,+291 +swinv2_small_window16_256.ms_in1k,256,35.422,64.578,54.642,45.358,49.73,0.900,bicubic,-48.794,-42.231,-179 +dm_nfnet_f0.dm_in1k,256,35.407,64.594,55.525,44.475,71.49,0.900,bicubic,-48.062,-40.897,-52 +efficientnetv2_rw_t.ra2_in1k,224,35.393,64.607,54.982,45.018,13.65,1.000,bicubic,-45.977,-40.568,+275 +resnest101e.in1k,256,35.383,64.617,55.786,44.214,48.28,0.875,bilinear,-47.533,-40.524,+33 +resnet152.a1h_in1k,288,35.363,64.637,54.650,45.350,60.19,1.000,bicubic,-48.131,-41.872,-60 +convit_base.fb_in1k,224,35.318,64.682,54.939,45.061,86.54,0.875,bicubic,-46.978,-41.185,+139 +convnext_tiny_hnf.a2h_in1k,224,35.302,64.698,53.860,46.140,28.59,0.950,bicubic,-46.928,-42.000,+146 +efficientformer_l3.snap_dist_in1k,224,35.298,64.702,54.493,45.507,31.41,0.950,bicubic,-47.264,-41.757,+93 +regnety_080.ra3_in1k,224,35.279,64.721,55.425,44.575,39.18,0.950,bicubic,-47.887,-41.055,-12 +focalnet_small_lrf.ms_in1k,224,35.279,64.721,54.922,45.078,50.34,0.900,bicubic,-48.229,-41.664,-69 +convformer_s18.sail_in1k,224,35.259,64.741,54.611,45.389,26.77,1.000,bicubic,-47.709,-41.635,+20 +xcit_tiny_24_p8_224.fb_dist_in1k,224,35.243,64.757,55.269,44.731,12.11,1.000,bicubic,-47.335,-40.917,+86 +edgenext_base.usi_in1k,320,35.241,64.759,55.136,44.864,18.51,1.000,bicubic,-48.729,-41.634,-157 +nfnet_l0.ra2_in1k,224,35.220,64.780,55.961,44.039,35.07,0.900,bicubic,-46.650,-40.073,+192 +fastvit_sa24.apple_dist_in1k,256,35.216,64.784,54.650,45.350,21.55,0.900,bicubic,-48.152,-41.924,-44 +flexivit_base.600ep_in1k,240,35.151,64.849,53.672,46.328,86.59,0.950,bicubic,-49.413,-43.238,-254 +swiftformer_l3.dist_in1k,224,35.118,64.882,54.530,45.470,28.49,0.950,bicubic,-47.876,-41.706,+10 +regnetz_c16.ra3_in1k,256,35.114,64.886,56.303,43.697,13.46,0.940,bicubic,-47.048,-39.921,+149 +twins_svt_large.in1k,224,35.106,64.894,54.709,45.291,99.27,0.900,bicubic,-48.612,-41.891,-115 +repvgg_b3g4.rvgg_in1k,224,35.078,64.922,54.756,45.244,83.83,0.875,bilinear,-45.146,-40.344,+434 +convnextv2_tiny.fcmae_ft_in1k,288,35.055,64.945,54.206,45.794,28.64,1.000,bicubic,-48.423,-42.512,-73 +repvgg_b3.rvgg_in1k,224,35.027,64.973,54.523,45.477,123.09,0.875,bilinear,-45.501,-40.805,+379 +regnety_032.ra_in1k,224,35.021,64.979,54.961,45.039,19.44,0.950,bicubic,-46.927,-41.011,+176 +regnetz_d8.ra3_in1k,320,35.019,64.981,55.965,44.035,23.37,1.000,bicubic,-49.025,-41.039,-177 +repvit_m1_5.dist_450e_in1k,224,35.002,64.998,54.297,45.703,14.64,0.950,bicubic,-47.518,-41.961,+81 +rexnetr_200.sw_in12k_ft_in1k,288,34.937,65.063,55.908,44.092,16.52,1.000,bicubic,-48.223,-40.598,-27 +repvgg_d2se.rvgg_in1k,320,34.925,65.075,53.524,46.476,133.33,1.000,bilinear,-48.625,-43.138,-93 +xcit_tiny_24_p8_384.fb_dist_in1k,384,34.903,65.097,55.110,44.890,12.11,1.000,bicubic,-48.881,-41.606,-136 +flexivit_base.300ep_in1k,240,34.876,65.124,53.202,46.798,86.59,0.950,bicubic,-49.526,-43.682,-233 +resnet101d.ra2_in1k,320,34.874,65.126,54.181,45.819,44.57,1.000,bicubic,-48.146,-42.275,-9 +repvit_m1_5.dist_300e_in1k,224,34.872,65.128,54.385,45.615,14.64,0.950,bicubic,-47.510,-41.641,+96 +coatnet_1_rw_224.sw_in1k,224,34.856,65.144,53.438,46.562,41.72,0.950,bicubic,-48.764,-42.944,-107 +coatnet_rmlp_1_rw_224.sw_in1k,224,34.809,65.191,53.962,46.038,41.69,0.950,bicubic,-48.541,-42.489,-57 +swin_s3_base_224.ms_in1k,224,34.805,65.195,53.731,46.269,71.13,0.900,bicubic,-49.115,-42.919,-174 +regnetz_c16_evos.ch_in1k,256,34.803,65.197,56.000,44.000,13.49,0.950,bicubic,-47.137,-40.150,+167 +seresnext101_32x8d.ah_in1k,288,34.793,65.207,53.528,46.472,93.57,1.000,bicubic,-49.399,-43.604,-208 +resmlp_big_24_224.fb_distilled_in1k,224,34.788,65.213,54.642,45.358,129.14,0.875,bicubic,-48.806,-42.016,-107 +maxvit_tiny_rw_224.sw_in1k,224,34.785,65.215,53.357,46.643,29.06,0.950,bicubic,-48.737,-43.131,-99 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,34.746,65.254,55.348,44.652,11.07,0.950,bicubic,-48.206,-41.122,-7 +vit_base_patch16_rpn_224.sw_in1k,224,34.727,65.273,54.650,45.350,86.54,0.900,bicubic,-47.491,-41.346,+115 +vit_relpos_base_patch16_clsgap_224.sw_in1k,224,34.719,65.281,54.234,45.766,86.43,0.900,bicubic,-48.039,-41.944,+20 +sequencer2d_m.in1k,224,34.711,65.289,54.010,45.990,38.31,0.875,bicubic,-48.125,-42.266,+5 +vit_large_patch32_384.orig_in21k_ft_in1k,384,34.709,65.291,55.719,44.281,306.63,1.000,bicubic,-46.799,-40.367,+204 +hgnetv2_b1.ssld_stage1_in22k_in1k,224,34.703,65.297,55.733,44.267,6.34,0.965,bicubic,-43.377,-38.439,+638 +mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,34.691,65.309,55.696,44.304,9.72,0.950,bicubic,-48.085,-40.752,+13 +mambaout_tiny.in1k,224,34.685,65.315,54.564,45.436,26.55,1.000,bicubic,-48.057,-41.170,+16 +deit3_small_patch16_224.fb_in1k,224,34.685,65.315,53.141,46.859,22.06,0.900,bicubic,-46.697,-42.477,+230 +focalnet_small_srf.ms_in1k,224,34.673,65.326,54.416,45.584,49.89,0.900,bicubic,-48.755,-42.016,-88 +resnet101.a1h_in1k,224,34.673,65.326,54.114,45.886,44.55,0.950,bicubic,-47.277,-41.682,+150 +convnext_nano.in12k_ft_in1k,224,34.668,65.332,56.102,43.898,15.59,0.950,bicubic,-47.638,-40.235,+91 +davit_tiny.msft_in1k,224,34.666,65.334,54.332,45.668,28.36,0.950,bicubic,-48.028,-41.932,+19 +ecaresnet101d.miil_in1k,288,34.664,65.336,54.511,45.489,44.57,0.950,bicubic,-48.342,-41.785,-30 +vit_relpos_base_patch16_224.sw_in1k,224,34.624,65.376,54.271,45.729,86.43,0.900,bicubic,-47.858,-41.873,+60 +resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,34.620,65.380,55.951,44.049,194.03,0.875,bilinear,-47.236,-40.087,+154 +repvgg_b2g4.rvgg_in1k,224,34.609,65.391,54.798,45.202,61.76,0.875,bilinear,-44.787,-39.882,+489 +resnetv2_101.a1h_in1k,224,34.593,65.407,53.173,46.827,44.54,0.950,bicubic,-47.449,-42.693,+125 +mobilenetv4_conv_aa_large.e600_r384_in1k,480,34.587,65.413,54.027,45.973,32.59,1.000,bicubic,-49.239,-42.693,-174 +gcvit_tiny.in1k,224,34.542,65.458,53.220,46.780,28.22,0.875,bicubic,-48.858,-43.174,-91 +resnetrs200.tf_in1k,320,34.536,65.464,54.271,45.729,93.21,1.000,bicubic,-49.912,-42.601,-277 +resnext101_64x4d.c1_in1k,224,34.534,65.466,53.336,46.664,83.46,0.950,bicubic,-47.912,-42.584,+58 +mobilenetv4_conv_large.e500_r256_in1k,256,34.528,65.472,54.336,45.664,32.59,0.950,bicubic,-47.336,-41.360,+146 +poolformerv2_m48.sail_in1k,224,34.502,65.498,53.980,46.020,73.35,1.000,bicubic,-48.109,-42.088,+24 +regnetv_064.ra3_in1k,224,34.501,65.499,55.279,44.721,30.58,0.950,bicubic,-48.617,-41.433,-53 +hiera_tiny_224.mae_in1k_ft_in1k,224,34.481,65.519,53.349,46.651,27.91,0.900,bicubic,-48.345,-42.839,-14 +tf_efficientnetv2_s.in1k,300,34.461,65.539,54.255,45.745,21.46,1.000,bicubic,-48.701,-42.079,-67 +convnextv2_nano.fcmae_ft_in22k_in1k,288,34.424,65.576,55.010,44.990,15.62,1.000,bicubic,-48.242,-41.536,+7 +efficientvit_b2.r256_in1k,256,34.420,65.580,53.591,46.409,24.33,1.000,bicubic,-48.292,-42.501,+1 +resnetrs152.tf_in1k,320,34.406,65.594,53.532,46.468,86.62,1.000,bicubic,-49.304,-43.140,-159 +resnest50d_4s2x40d.in1k,224,34.357,65.643,54.623,45.377,30.42,0.875,bicubic,-46.789,-40.943,+242 +pvt_v2_b2_li.in1k,224,34.322,65.678,54.088,45.912,22.55,0.900,bicubic,-47.878,-42.020,+90 +vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,34.275,65.725,52.068,47.932,22.06,0.900,bicubic,-46.699,-42.908,+264 +crossvit_18_dagger_408.in1k,408,34.239,65.761,53.094,46.906,44.61,1.000,bicubic,-49.959,-43.740,-247 +xcit_medium_24_p16_224.fb_in1k,224,34.235,65.765,53.155,46.845,84.40,1.000,bicubic,-48.395,-42.823,+9 +tf_efficientnetv2_b3.in21k_ft_in1k,240,34.229,65.771,55.786,44.214,14.36,0.900,bicubic,-46.849,-40.134,+247 +resnetrs101.tf_in1k,192,34.220,65.780,54.550,45.450,63.62,0.940,bicubic,-46.486,-40.690,+305 +efficientvit_b2.r288_in1k,288,34.190,65.810,53.497,46.503,24.33,1.000,bicubic,-48.888,-42.789,-60 +tf_efficientnet_b1.ns_jft_in1k,240,34.184,65.816,55.513,44.487,7.79,0.882,bicubic,-47.204,-40.027,+197 +pit_s_distilled_224.in1k,224,34.166,65.834,53.369,46.631,24.04,0.900,bicubic,-47.659,-42.351,+138 +efficientnetv2_rw_t.ra2_in1k,288,34.165,65.835,53.155,46.845,13.65,1.000,bicubic,-48.189,-43.023,+54 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,34.127,65.873,54.554,45.446,11.07,0.950,bicubic,-48.233,-41.702,+51 +tf_efficientnet_b4.aa_in1k,380,34.115,65.885,54.212,45.788,19.34,0.922,bicubic,-48.925,-42.086,-62 +fastvit_sa24.apple_in1k,256,34.096,65.904,53.760,46.240,21.55,0.900,bicubic,-48.610,-42.518,-13 +vit_small_patch16_rope_mixed_224.naver_in1k,224,34.088,65.912,51.506,48.494,21.99,0.900,bicubic,-47.164,-43.550,+211 +twins_pcpvt_large.in1k,224,34.080,65.920,54.118,45.882,60.99,0.900,bicubic,-49.078,-42.252,-82 +resnetv2_101.a1h_in1k,288,34.078,65.922,52.312,47.688,44.54,1.000,bicubic,-48.924,-44.132,-61 +mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.070,65.930,54.432,45.568,11.07,1.000,bicubic,-49.320,-42.334,-117 +resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,34.064,65.936,55.590,44.410,88.79,0.875,bilinear,-47.556,-40.446,+147 +tf_efficientnet_b6.aa_in1k,528,34.062,65.938,54.564,45.436,43.04,0.942,bicubic,-50.062,-42.326,-254 +efficientformerv2_s2.snap_dist_in1k,224,34.056,65.944,53.522,46.478,12.71,0.950,bicubic,-48.100,-42.390,+80 +mobilenetv4_conv_large.e500_r256_in1k,320,34.054,65.945,53.721,46.279,32.59,1.000,bicubic,-48.617,-42.589,-18 +xcit_small_24_p16_224.fb_in1k,224,34.039,65.961,53.271,46.729,47.67,1.000,bicubic,-48.549,-42.725,+4 +hgnetv2_b1.ssld_stage2_ft_in1k,224,34.035,65.965,54.855,45.145,6.34,0.965,bicubic,-44.849,-39.629,+513 +efficientnet_b3_pruned.in1k,300,34.009,65.991,54.122,45.878,9.86,0.904,bicubic,-46.855,-41.144,+263 +nfnet_l0.ra2_in1k,288,34.002,65.999,54.358,45.642,35.07,1.000,bicubic,-48.765,-42.136,-34 +regnety_160.deit_in1k,288,33.996,66.004,53.542,46.458,83.59,1.000,bicubic,-49.708,-43.274,-184 +gc_efficientnetv2_rw_t.agc_in1k,288,33.994,66.006,53.281,46.719,13.68,1.000,bicubic,-48.492,-43.021,+16 +nextvit_small.bd_in1k_384,384,33.990,66.010,53.866,46.134,31.76,1.000,bicubic,-50.046,-43.128,-248 +resnext101_64x4d.tv_in1k,224,33.990,66.010,52.516,47.484,83.46,0.875,bilinear,-48.988,-43.758,-68 +resnext101_64x4d.c1_in1k,288,33.866,66.134,52.172,47.828,83.46,1.000,bicubic,-49.292,-44.454,-96 +swinv2_cr_small_ns_224.sw_in1k,224,33.842,66.158,52.634,47.366,49.70,0.900,bicubic,-49.648,-43.852,-154 +poolformerv2_s36.sail_in1k,224,33.838,66.162,53.666,46.334,30.79,1.000,bicubic,-47.738,-42.014,+137 +vit_small_patch16_rope_224.naver_in1k,224,33.831,66.169,51.656,48.344,21.98,0.900,bicubic,-47.391,-43.364,+197 +xcit_small_12_p16_224.fb_in1k,224,33.827,66.173,53.155,46.845,26.25,1.000,bicubic,-48.155,-42.659,+87 +convnext_tiny.fb_in1k,224,33.825,66.175,53.654,46.346,28.59,0.875,bicubic,-48.241,-42.200,+72 +nextvit_small.bd_in1k,224,33.815,66.185,53.196,46.804,31.76,0.950,bicubic,-48.811,-43.028,-22 +convnextv2_nano.fcmae_ft_in1k,224,33.805,66.195,53.967,46.033,15.62,0.875,bicubic,-48.051,-41.989,+105 +repvit_m3.dist_in1k,224,33.789,66.211,53.116,46.884,10.68,0.950,bicubic,-47.705,-42.446,+145 +resnet101.a1h_in1k,288,33.770,66.230,53.139,46.861,44.55,1.000,bicubic,-49.026,-43.185,-52 +resnetv2_50x3_bit.goog_in21k_ft_in1k,448,33.744,66.256,55.939,44.061,217.32,1.000,bilinear,-50.238,-41.191,-255 +hgnetv2_b1.ssld_stage1_in22k_in1k,288,33.722,66.278,54.336,45.664,6.34,1.000,bicubic,-45.328,-40.554,+481 +tnt_b_patch16_224.in1k,224,33.713,66.287,53.104,46.896,65.43,0.900,bicubic,-49.151,-43.126,-66 +swin_s3_small_224.ms_in1k,224,33.689,66.311,52.408,47.592,49.74,0.900,bicubic,-50.089,-44.052,-217 +swinv2_small_window8_256.ms_in1k,256,33.665,66.335,52.778,47.222,49.73,0.900,bicubic,-50.179,-43.872,-237 +cs3se_edgenet_x.c2ns_in1k,256,33.652,66.348,52.986,47.014,50.72,0.950,bicubic,-49.116,-43.320,-55 +resnet152.tv2_in1k,224,33.634,66.366,51.656,48.344,60.19,0.965,bilinear,-48.660,-44.344,+31 +resnet51q.ra2_in1k,288,33.595,66.405,53.041,46.959,35.70,1.000,bilinear,-48.761,-43.141,+16 +inception_next_tiny.sail_in1k,224,33.593,66.407,53.045,46.955,28.06,0.875,bicubic,-48.915,-42.955,-9 +naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,33.557,66.443,51.823,48.177,86.46,1.000,bicubic,-49.911,-44.747,-167 +xcit_tiny_24_p16_384.fb_dist_in1k,384,33.546,66.454,52.789,47.211,12.12,1.000,bicubic,-49.034,-43.471,-22 +mobilenetv4_hybrid_medium.e500_r224_in1k,256,33.522,66.478,52.874,47.126,11.07,1.000,bicubic,-47.762,-42.872,+169 +vit_small_patch16_rope_ape_224.naver_in1k,224,33.520,66.480,50.683,49.317,22.06,0.900,bicubic,-47.496,-44.305,+210 +vit_relpos_medium_patch16_224.sw_in1k,224,33.506,66.494,52.630,47.370,38.75,0.900,bicubic,-48.956,-43.338,-8 +regnety_080.ra3_in1k,288,33.483,66.517,52.899,47.101,39.18,1.000,bicubic,-50.457,-43.985,-265 +mobilenetv4_hybrid_medium.e500_r224_in1k,224,33.471,66.529,53.149,46.851,11.07,0.950,bicubic,-46.961,-42.229,+294 +cs3edgenet_x.c2_in1k,288,33.465,66.535,52.943,47.057,47.82,1.000,bicubic,-49.269,-43.431,-61 +regnety_032.ra_in1k,288,33.455,66.545,52.766,47.234,19.44,1.000,bicubic,-49.269,-43.660,-61 +convmixer_1536_20.in1k,224,33.449,66.551,53.055,46.945,51.63,0.960,bicubic,-47.933,-42.399,+149 +tf_efficientnetv2_b3.in21k_ft_in1k,300,33.447,66.553,54.986,45.014,14.36,0.900,bicubic,-49.187,-41.642,-47 +regnety_064.ra3_in1k,224,33.439,66.561,52.925,47.075,30.58,0.950,bicubic,-49.567,-43.599,-106 +sequencer2d_s.in1k,224,33.432,66.568,52.392,47.608,27.65,0.875,bicubic,-48.904,-43.639,+4 +regnetz_c16.ra3_in1k,320,33.394,66.606,54.230,45.770,13.46,1.000,bicubic,-49.268,-42.102,-57 +crossvit_18_240.in1k,240,33.390,66.610,52.263,47.737,43.27,0.875,bicubic,-49.000,-43.801,-8 +gernet_l.idstcv_in1k,256,33.390,66.610,51.793,48.207,31.08,0.875,bilinear,-47.964,-43.949,+148 +vit_srelpos_medium_patch16_224.sw_in1k,224,33.380,66.620,52.493,47.507,38.74,0.900,bicubic,-48.876,-43.439,+16 +regnetv_040.ra3_in1k,224,33.373,66.627,52.950,47.050,20.64,0.950,bicubic,-49.067,-43.252,-16 +crossvit_15_dagger_408.in1k,408,33.351,66.649,52.164,47.836,28.50,1.000,bicubic,-50.491,-44.622,-259 +tiny_vit_5m_224.dist_in22k_ft_in1k,224,33.343,66.657,55.057,44.943,5.39,0.950,bicubic,-47.531,-40.611,+217 +wide_resnet101_2.tv2_in1k,224,33.278,66.722,51.443,48.557,126.89,0.965,bilinear,-49.236,-44.569,-31 +tresnet_xl.miil_in1k,224,33.276,66.724,52.314,47.686,78.44,0.875,bilinear,-48.784,-43.618,+40 +crossvit_18_dagger_240.in1k,240,33.274,66.726,52.218,47.782,44.27,0.875,bicubic,-49.220,-43.852,-30 +swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,33.272,66.728,55.246,44.754,28.29,0.900,bicubic,-47.694,-40.774,+195 +resnext101_32x8d.tv2_in1k,176,33.255,66.745,51.318,48.682,88.79,0.875,bilinear,-48.735,-44.398,+47 +fbnetv3_g.ra2_in1k,240,33.245,66.755,53.729,46.271,16.62,0.950,bilinear,-48.001,-41.957,+152 +nest_base_jx.goog_in1k,224,33.221,66.779,51.831,48.169,67.72,0.875,bicubic,-50.331,-44.534,-211 +convnext_tiny.fb_in1k,288,33.180,66.820,52.668,47.332,28.59,1.000,bicubic,-49.514,-43.476,-74 +fasternet_s.in1k,224,33.178,66.822,52.852,47.148,31.18,1.000,bicubic,-48.150,-42.826,+136 +resnest50d_1s4x24d.in1k,224,33.172,66.828,52.854,47.146,25.68,0.875,bicubic,-47.852,-42.484,+183 +convnext_nano.in12k_ft_in1k,288,33.135,66.865,53.982,46.018,15.59,1.000,bicubic,-49.747,-42.580,-104 +resnet61q.ra2_in1k,288,33.121,66.879,51.730,48.270,36.85,1.000,bicubic,-49.411,-44.402,-46 +mambaout_tiny.in1k,288,33.099,66.900,52.980,47.020,26.55,1.000,bicubic,-50.352,-43.560,-196 +vit_relpos_medium_patch16_rpn_224.sw_in1k,224,33.096,66.904,52.394,47.606,38.73,0.900,bicubic,-49.218,-43.316,-13 +maxxvit_rmlp_nano_rw_256.sw_in1k,256,33.084,66.916,51.903,48.097,16.78,0.950,bicubic,-49.952,-44.441,-133 +tf_efficientnetv2_s.in1k,384,33.084,66.916,51.901,48.099,21.46,1.000,bicubic,-50.816,-44.801,-287 +rexnet_300.nav_in1k,224,33.078,66.922,52.377,47.623,34.71,0.875,bicubic,-49.702,-43.853,-97 +twins_pcpvt_base.in1k,224,33.066,66.934,52.618,47.382,43.83,0.900,bicubic,-49.658,-43.732,-89 +nest_small_jx.goog_in1k,224,33.037,66.963,51.048,48.952,38.35,0.875,bicubic,-50.095,-45.282,-151 +hgnetv2_b1.ssld_stage2_ft_in1k,288,33.035,66.965,53.534,46.466,6.34,1.000,bicubic,-46.881,-41.654,+322 +pvt_v2_b2.in1k,224,33.035,66.965,52.011,47.989,25.36,0.900,bicubic,-49.027,-43.955,+20 +crossvit_base_240.in1k,240,33.025,66.975,51.357,48.643,105.03,0.875,bicubic,-49.187,-44.469,-1 +poolformerv2_m36.sail_in1k,224,33.019,66.981,51.854,48.146,56.08,1.000,bicubic,-49.195,-44.042,-3 +xcit_tiny_24_p16_224.fb_dist_in1k,224,33.017,66.983,52.078,47.922,12.12,1.000,bicubic,-47.445,-43.124,+250 +resnet51q.ra2_in1k,256,32.989,67.011,52.373,47.627,35.70,0.875,bilinear,-48.785,-43.559,+60 +rexnet_200.nav_in1k,224,32.972,67.028,52.935,47.065,16.37,0.875,bicubic,-48.664,-42.737,+70 +resnest50d.in1k,224,32.960,67.040,52.719,47.281,27.48,0.875,bilinear,-47.998,-42.653,+173 +convit_small.fb_in1k,224,32.956,67.044,52.153,47.847,27.78,0.875,bicubic,-48.456,-43.587,+106 +naflexvit_base_patch16_par_gap.e300_s576_in1k,384,32.948,67.052,51.050,48.950,86.63,1.000,bicubic,-50.560,-45.320,-224 +tf_efficientnet_b3.aa_in1k,300,32.917,67.083,52.933,47.067,12.23,0.904,bicubic,-48.731,-42.791,+64 +swin_base_patch4_window12_384.ms_in1k,384,32.911,67.089,51.768,48.232,87.90,1.000,bicubic,-51.567,-45.118,-394 +convnext_tiny_hnf.a2h_in1k,288,32.905,67.095,51.198,48.802,28.59,1.000,bicubic,-49.703,-44.826,-82 +pnasnet5large.tf_in1k,331,32.899,67.101,50.539,49.461,86.06,0.911,bicubic,-49.915,-45.745,-115 +vit_small_patch16_224.augreg_in21k_ft_in1k,224,32.893,67.107,53.941,46.059,22.05,0.900,bicubic,-48.509,-42.209,+102 +crossvit_15_dagger_240.in1k,240,32.893,67.107,51.772,48.228,28.21,0.875,bicubic,-49.409,-44.188,-29 +twins_svt_base.in1k,224,32.840,67.160,51.487,48.513,56.07,0.900,bicubic,-50.282,-44.943,-166 +regnetv_064.ra3_in1k,288,32.830,67.170,52.886,47.114,30.58,1.000,bicubic,-50.916,-43.860,-273 +cs3edgenet_x.c2_in1k,256,32.822,67.178,52.182,47.818,47.82,0.887,bicubic,-49.376,-43.774,-14 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,32.807,67.193,52.530,47.470,11.07,0.950,bicubic,-48.671,-43.162,+79 +convnextv2_nano.fcmae_ft_in1k,288,32.805,67.195,52.689,47.311,15.62,1.000,bicubic,-49.685,-43.537,-66 +nasnetalarge.tf_in1k,331,32.803,67.197,50.162,49.838,88.75,0.911,bicubic,-49.835,-45.904,-98 +hgnet_small.paddle_in1k,224,32.791,67.209,52.465,47.535,24.36,0.965,bicubic,-48.635,-43.381,+90 +resnet61q.ra2_in1k,256,32.791,67.209,51.170,48.830,36.85,0.900,bicubic,-49.179,-44.678,+14 +resnet152d.gluon_in1k,224,32.764,67.237,51.076,48.924,60.21,0.875,bicubic,-47.712,-44.518,+226 +inception_resnet_v2.tf_in1k,299,32.750,67.250,50.671,49.329,55.84,0.897,bicubic,-47.684,-44.641,+235 +repvit_m1_1.dist_450e_in1k,224,32.740,67.260,52.675,47.325,8.80,0.950,bicubic,-48.574,-42.893,+102 +gernet_m.idstcv_in1k,224,32.732,67.268,51.887,48.113,21.14,0.875,bilinear,-47.970,-43.299,+197 +eca_nfnet_l0.ra2_in1k,224,32.712,67.288,53.226,46.774,24.14,0.900,bicubic,-49.050,-42.768,+40 +pit_b_224.in1k,224,32.697,67.303,49.842,50.158,73.76,0.900,bicubic,-49.761,-45.862,-69 +tf_efficientnet_b2.ap_in1k,260,32.675,67.325,52.253,47.747,9.11,0.890,bicubic,-47.625,-42.779,+250 +swin_base_patch4_window7_224.ms_in1k,224,32.644,67.356,51.567,48.433,87.77,0.900,bicubic,-50.960,-44.883,-261 +fbnetv3_g.ra2_in1k,288,32.628,67.372,52.895,47.105,16.62,0.950,bilinear,-49.406,-43.168,-6 +mobilenetv4_conv_blur_medium.e500_r224_in1k,224,32.628,67.372,52.412,47.588,9.72,0.950,bicubic,-46.818,-42.078,+350 +regnety_320.tv2_in1k,224,32.610,67.390,50.292,49.708,145.05,0.965,bicubic,-50.560,-46.124,-195 +mobilenetv4_conv_blur_medium.e500_r224_in1k,256,32.604,67.396,52.361,47.639,9.72,1.000,bicubic,-47.548,-42.937,+267 +mobilenetv4_conv_medium.e500_r256_in1k,256,32.590,67.409,52.648,47.352,9.72,0.950,bicubic,-47.325,-42.516,+285 +swiftformer_l1.dist_in1k,224,32.583,67.417,51.919,48.081,12.06,0.950,bicubic,-48.323,-43.335,+151 +resnext101_32x8d.tv2_in1k,224,32.571,67.429,50.154,49.846,88.79,0.965,bilinear,-50.261,-46.080,-147 +regnetz_c16_evos.ch_in1k,320,32.563,67.437,52.931,47.069,13.49,0.950,bicubic,-50.097,-43.549,-121 +cait_xxs36_384.fb_dist_in1k,384,32.549,67.451,52.257,47.743,17.37,1.000,bicubic,-49.655,-43.891,-38 +tresnet_l.miil_in1k,224,32.547,67.453,51.127,48.873,55.99,0.875,bilinear,-48.951,-44.525,+53 +naflexvit_base_patch16_gap.e300_s576_in1k,384,32.541,67.459,50.885,49.115,86.63,1.000,bicubic,-50.799,-45.481,-220 +wide_resnet50_2.racm_in1k,224,32.486,67.514,51.471,48.529,68.88,0.875,bicubic,-48.980,-43.747,+60 +resnet152.a1_in1k,224,32.478,67.522,49.828,50.172,60.19,0.950,bicubic,-49.520,-46.060,-13 +gmlp_s16_224.ra3_in1k,224,32.418,67.582,51.832,48.168,19.42,0.875,bicubic,-47.234,-42.792,+319 +resnetaa50d.sw_in12k_ft_in1k,224,32.404,67.596,52.516,47.484,25.58,0.950,bicubic,-49.378,-43.606,+18 +inception_resnet_v2.tf_ens_adv_in1k,299,32.396,67.604,50.439,49.561,55.84,0.897,bicubic,-47.602,-44.501,+269 +deit_base_patch16_224.fb_in1k,224,32.390,67.610,50.986,49.014,86.57,0.900,bicubic,-49.590,-44.754,-14 +maxvit_nano_rw_256.sw_in1k,256,32.374,67.626,50.606,49.394,15.45,0.950,bicubic,-50.560,-45.618,-172 +mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,32.368,67.632,51.809,48.191,11.07,1.000,bicubic,-50.630,-44.867,-181 +swin_small_patch4_window7_224.ms_in1k,224,32.349,67.651,50.913,49.087,49.61,0.900,bicubic,-50.879,-45.413,-216 +resnet152s.gluon_in1k,224,32.347,67.653,50.532,49.468,60.32,0.875,bicubic,-48.701,-44.910,+118 +regnety_040.ra3_in1k,224,32.345,67.655,51.504,48.496,20.65,0.950,bicubic,-49.963,-44.574,-70 +repvit_m1_1.dist_300e_in1k,224,32.290,67.710,51.964,48.036,8.80,0.950,bicubic,-48.536,-43.210,+149 +edgenext_small.usi_in1k,256,32.290,67.710,51.897,48.103,5.59,0.950,bicubic,-48.778,-43.433,+112 +deit_small_distilled_patch16_224.fb_in1k,224,32.282,67.718,52.111,47.889,22.44,0.900,bicubic,-48.922,-43.267,+90 +poolformerv2_s24.sail_in1k,224,32.274,67.726,51.489,48.511,21.34,1.000,bicubic,-48.472,-43.829,+157 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,32.251,67.749,51.874,48.126,14.62,0.950,bilinear,-48.743,-43.600,+118 +xcit_tiny_24_p8_224.fb_in1k,224,32.245,67.755,51.878,48.122,12.11,1.000,bicubic,-49.643,-44.100,-11 +seresnext101_64x4d.gluon_in1k,224,32.203,67.797,50.333,49.667,88.23,0.875,bicubic,-48.681,-44.975,+133 +regnetx_320.tv2_in1k,224,32.202,67.799,49.364,50.636,107.81,0.965,bicubic,-50.622,-46.836,-167 +gcvit_xtiny.in1k,224,32.133,67.867,51.115,48.885,19.98,0.875,bicubic,-49.831,-44.851,-25 +coat_lite_small.in1k,224,32.127,67.873,49.983,50.017,19.84,0.900,bicubic,-50.177,-45.871,-78 +seresnext101_32x4d.gluon_in1k,224,32.119,67.881,51.221,48.779,48.96,0.875,bicubic,-48.767,-44.047,+128 +efficientvit_b2.r224_in1k,224,32.099,67.901,50.936,49.064,24.33,0.950,bicubic,-50.063,-44.774,-54 +tiny_vit_11m_224.in1k,224,32.093,67.907,51.306,48.694,11.00,0.950,bicubic,-49.445,-44.564,+21 +coatnext_nano_rw_224.sw_in1k,224,32.084,67.916,51.031,48.969,14.70,0.900,bicubic,-49.914,-44.263,-37 +flexivit_small.1200ep_in1k,240,32.078,67.922,50.315,49.685,22.06,0.950,bicubic,-50.498,-45.837,-126 +tf_efficientnet_b7.aa_in1k,600,32.068,67.932,52.133,47.867,66.35,0.949,bicubic,-52.356,-44.731,-435 +focalnet_tiny_lrf.ms_in1k,224,32.060,67.940,51.428,48.572,28.65,0.900,bicubic,-50.114,-44.520,-64 +maxxvitv2_nano_rw_256.sw_in1k,256,32.060,67.940,50.323,49.677,23.70,0.950,bicubic,-51.048,-46.009,-215 +resnetv2_50d_gn.ah_in1k,224,32.021,67.979,51.213,48.787,25.57,0.950,bicubic,-48.779,-44.143,+137 +seresnext50_32x4d.racm_in1k,224,32.005,67.995,51.255,48.745,27.56,0.875,bicubic,-49.263,-44.369,+62 +deit_base_patch16_384.fb_in1k,384,31.981,68.019,50.539,49.461,86.86,1.000,bicubic,-51.127,-45.837,-220 +maxvit_rmlp_nano_rw_256.sw_in1k,256,31.971,68.028,50.618,49.382,15.50,0.950,bicubic,-51.006,-45.634,-204 +mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,31.958,68.042,51.463,48.537,11.07,1.000,bicubic,-50.542,-44.823,-124 +xcit_tiny_12_p8_224.fb_dist_in1k,224,31.944,68.056,51.388,48.612,6.71,1.000,bicubic,-49.270,-44.226,+67 +wide_resnet101_2.tv2_in1k,176,31.909,68.091,49.527,50.473,126.89,0.875,bilinear,-48.585,-45.411,+169 +hgnetv2_b0.ssld_stage1_in22k_in1k,224,31.905,68.095,52.308,47.692,6.00,0.965,bicubic,-44.963,-41.312,+543 +coatnet_bn_0_rw_224.sw_in1k,224,31.873,68.127,51.001,48.999,27.44,0.950,bicubic,-50.521,-45.221,-113 +levit_conv_384.fb_dist_in1k,224,31.873,68.127,50.624,49.376,39.13,0.900,bicubic,-50.727,-45.396,-147 +levit_384.fb_dist_in1k,224,31.871,68.129,50.622,49.378,39.13,0.900,bicubic,-50.729,-45.398,-149 +ecaresnet50t.ra2_in1k,256,31.867,68.133,51.766,48.234,25.57,0.875,bicubic,-49.583,-43.912,+24 +resnetrs101.tf_in1k,288,31.865,68.135,51.019,48.981,63.62,0.940,bicubic,-50.423,-44.981,-94 +cs3se_edgenet_x.c2ns_in1k,320,31.861,68.138,50.822,49.178,50.72,1.000,bicubic,-51.688,-45.844,-307 +mobilenetv4_conv_medium.e500_r256_in1k,320,31.856,68.144,51.781,48.219,9.72,1.000,bicubic,-49.034,-43.969,+105 +vit_wee_patch16_reg1_gap_256.sbb_in1k,256,31.854,68.146,51.540,48.460,13.42,0.950,bicubic,-48.408,-43.820,+201 +mobilenetv4_conv_medium.e500_r224_in1k,224,31.838,68.162,51.540,48.460,9.72,0.950,bicubic,-47.254,-43.248,+338 +mobilenetv4_conv_medium.e500_r224_in1k,256,31.828,68.172,51.583,48.417,9.72,1.000,bicubic,-48.008,-43.609,+251 +vit_relpos_small_patch16_224.sw_in1k,224,31.775,68.225,50.608,49.392,21.98,0.900,bicubic,-49.701,-45.216,+9 +flexivit_small.600ep_in1k,240,31.755,68.245,49.614,50.386,22.06,0.950,bicubic,-50.633,-46.428,-122 +tf_efficientnetv2_b3.in1k,240,31.738,68.262,51.111,48.889,14.36,0.904,bicubic,-48.970,-44.319,+130 +convnextv2_pico.fcmae_ft_in1k,224,31.720,68.280,51.164,48.836,9.07,0.875,bicubic,-48.584,-43.918,+186 +poolformer_m48.sail_in1k,224,31.669,68.331,49.842,50.158,73.47,0.950,bicubic,-50.793,-46.244,-136 +tnt_s_legacy_patch16_224.in1k,224,31.663,68.337,51.170,48.830,23.76,0.900,bicubic,-49.849,-44.572,-6 +convnext_tiny.fb_in22k_ft_in1k,288,31.643,68.357,51.768,48.232,28.59,1.000,bicubic,-47.307,-42.512,+344 +resnetv2_50x1_bit.goog_distilled_in1k,224,31.640,68.361,51.312,48.688,25.55,0.875,bicubic,-51.180,-45.214,-202 +efficientnet_b1.ra4_e3600_r240_in1k,240,31.634,68.366,50.486,49.514,7.79,0.900,bicubic,-48.770,-44.666,+168 +eca_nfnet_l0.ra2_in1k,288,31.624,68.376,51.610,48.390,24.14,1.000,bicubic,-50.966,-44.876,-162 +efficientnet_b1.ra4_e3600_r240_in1k,288,31.618,68.382,50.630,49.370,7.79,1.000,bicubic,-49.826,-45.068,+8 +focalnet_tiny_srf.ms_in1k,224,31.616,68.384,50.868,49.132,28.43,0.900,bicubic,-50.530,-45.104,-88 +resnet50.ram_in1k,224,31.594,68.406,50.205,49.795,25.56,0.875,bicubic,-47.440,-44.181,+333 +xception41p.ra3_in1k,299,31.563,68.437,50.368,49.632,26.91,0.940,bicubic,-50.415,-45.416,-68 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,31.553,68.447,50.893,49.107,8.46,0.900,bicubic,-48.563,-44.101,+200 +coatnet_rmlp_nano_rw_224.sw_in1k,224,31.553,68.447,50.215,49.785,15.15,0.900,bicubic,-50.511,-45.659,-84 +mobilevitv2_200.cvnets_in22k_ft_in1k,256,31.543,68.457,51.834,48.166,18.45,0.888,bicubic,-50.777,-44.108,-126 +wide_resnet50_2.racm_in1k,288,31.520,68.480,50.382,49.618,68.88,0.950,bicubic,-50.740,-45.680,-115 +nf_resnet50.ra2_in1k,256,31.492,68.508,50.765,49.235,25.56,0.940,bicubic,-48.744,-44.339,+187 +hgnetv2_b0.ssld_stage2_ft_in1k,224,31.486,68.514,51.734,48.266,6.00,0.965,bicubic,-45.876,-42.074,+476 +regnety_064.ra3_in1k,288,31.466,68.534,50.490,49.510,30.58,1.000,bicubic,-52.249,-46.234,-362 +poolformer_m36.sail_in1k,224,31.463,68.537,50.025,49.975,56.17,0.950,bicubic,-50.641,-45.673,-95 +resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,31.455,68.545,52.151,47.849,44.18,0.875,bilinear,-49.481,-43.581,+73 +flexivit_small.300ep_in1k,240,31.455,68.545,49.225,50.775,22.06,0.950,bicubic,-50.715,-46.807,-105 +repvit_m1_0.dist_450e_in1k,224,31.443,68.557,50.677,49.323,7.30,0.950,bicubic,-48.987,-44.245,+149 +rexnet_150.nav_in1k,224,31.431,68.569,51.325,48.675,9.73,0.875,bicubic,-48.891,-43.655,+161 +resnet152.a1_in1k,288,31.431,68.569,48.671,51.329,60.19,1.000,bicubic,-51.311,-47.427,-210 +mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,31.415,68.585,50.844,49.156,14.62,1.000,bilinear,-50.417,-45.034,-59 +resnet50.b1k_in1k,224,31.410,68.591,50.648,49.352,25.56,0.950,bicubic,-48.154,-43.974,+252 +inception_v4.tf_in1k,299,31.388,68.612,49.248,50.752,42.68,0.875,bicubic,-48.756,-45.734,+185 +resnet101.tv2_in1k,224,31.366,68.634,49.578,50.422,44.55,0.965,bilinear,-50.540,-46.190,-73 +efficientformer_l1.snap_dist_in1k,224,31.358,68.642,50.514,49.486,12.29,0.950,bicubic,-49.144,-44.478,+125 +repvit_m2.dist_in1k,224,31.335,68.665,50.675,49.325,8.80,0.950,bicubic,-49.133,-44.497,+129 +pit_s_224.in1k,224,31.325,68.675,49.685,50.315,23.46,0.900,bicubic,-49.789,-45.953,+36 +regnety_032.tv2_in1k,224,31.311,68.689,50.139,49.861,19.44,0.965,bicubic,-50.477,-45.687,-62 +swinv2_tiny_window16_256.ms_in1k,256,31.299,68.701,49.683,50.317,28.35,0.900,bicubic,-51.529,-46.539,-233 +crossvit_15_240.in1k,240,31.297,68.703,50.197,49.803,27.53,0.875,bicubic,-50.225,-45.497,-38 +coatnet_0_rw_224.sw_in1k,224,31.284,68.716,48.651,51.349,27.44,0.950,bicubic,-51.112,-47.193,-162 +vit_srelpos_small_patch16_224.sw_in1k,224,31.282,68.718,50.264,49.736,21.97,0.900,bicubic,-49.826,-45.316,+33 +crossvit_small_240.in1k,240,31.274,68.726,50.194,49.806,26.86,0.875,bicubic,-49.762,-45.272,+42 +cait_xxs36_224.fb_dist_in1k,224,31.272,68.728,50.624,49.376,17.30,1.000,bicubic,-48.478,-44.242,+221 +repvit_m1_0.dist_300e_in1k,224,31.262,68.738,50.822,49.178,7.30,0.950,bicubic,-48.890,-43.948,+172 +cspresnet50.ra_in1k,256,31.256,68.744,51.241,48.759,21.62,0.887,bilinear,-48.322,-43.457,+237 +swinv2_cr_small_224.sw_in1k,224,31.254,68.746,48.761,51.239,49.70,0.900,bicubic,-51.872,-47.349,-284 +hgnetv2_b0.ssld_stage1_in22k_in1k,288,31.239,68.761,51.510,48.490,6.00,1.000,bicubic,-46.799,-42.734,+394 +convmixer_768_32.in1k,224,31.235,68.765,50.936,49.064,21.11,0.960,bicubic,-48.923,-44.134,+166 +cspresnext50.ra_in1k,256,31.221,68.779,50.911,49.089,20.57,0.887,bilinear,-49.327,-44.419,+103 +vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,31.219,68.781,51.103,48.897,15.25,0.950,bicubic,-48.863,-44.035,+170 +swin_s3_tiny_224.ms_in1k,224,31.219,68.781,49.714,50.286,28.33,0.900,bicubic,-50.909,-46.244,-123 +mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,31.213,68.787,50.339,49.661,8.46,0.950,bicubic,-49.471,-45.103,+85 +regnetv_040.ra3_in1k,288,31.213,68.787,50.109,49.891,20.64,1.000,bicubic,-51.991,-46.573,-305 +coat_mini.in1k,224,31.213,68.787,49.787,50.213,10.34,0.900,bicubic,-50.107,-45.601,-12 +xcit_tiny_12_p8_384.fb_dist_in1k,384,31.201,68.799,50.512,49.488,6.71,1.000,bicubic,-51.193,-45.682,-176 +resnet50d.ra4_e3600_r224_in1k,224,31.189,68.811,49.895,50.105,25.58,0.950,bicubic,-49.767,-45.485,+38 +resnet152.tv2_in1k,176,31.176,68.824,48.737,51.263,60.19,0.875,bilinear,-49.046,-45.913,+154 +fastvit_sa12.apple_dist_in1k,256,31.172,68.828,49.989,50.011,11.58,0.900,bicubic,-50.666,-45.711,-88 +resnet101.a1_in1k,224,31.162,68.838,48.052,51.948,44.55,0.950,bicubic,-50.332,-47.112,-50 +ecaresnetlight.miil_in1k,224,31.152,68.848,50.262,49.738,30.16,0.875,bicubic,-49.302,-44.986,+109 +resnet101s.gluon_in1k,224,31.146,68.854,49.820,50.180,44.67,0.875,bicubic,-49.132,-45.340,+137 +convnext_nano.d1h_in1k,224,31.140,68.860,50.072,49.928,15.59,0.950,bicubic,-49.622,-45.260,+64 +repvit_m0_9.dist_300e_in1k,224,31.131,68.870,50.769,49.231,5.49,0.950,bicubic,-47.522,-43.345,+324 +edgenext_small.usi_in1k,320,31.123,68.877,50.160,49.840,5.59,1.000,bicubic,-50.451,-45.552,-69 +resnet152.a3_in1k,160,31.117,68.883,49.260,50.740,60.19,0.950,bicubic,-47.779,-44.880,+293 +coatnet_nano_rw_224.sw_in1k,224,31.103,68.897,49.575,50.425,15.14,0.900,bicubic,-50.601,-46.075,-83 +resmlp_36_224.fb_distilled_in1k,224,31.099,68.901,49.693,50.307,44.69,0.875,bicubic,-50.051,-45.815,-3 +tf_efficientnet_cc_b0_8e.in1k,224,31.089,68.911,50.795,49.205,24.01,0.875,bicubic,-46.867,-42.843,+382 +ecaresnet50d.miil_in1k,224,31.085,68.915,50.870,49.130,25.58,0.875,bicubic,-49.549,-44.441,+77 +convnext_nano_ols.d1h_in1k,224,31.068,68.932,49.828,50.172,15.65,0.950,bicubic,-49.838,-45.546,+32 +ecaresnet50t.ra2_in1k,320,31.046,68.954,50.600,49.400,25.57,0.950,bicubic,-51.324,-45.520,-186 +resnet50d.ra2_in1k,224,31.038,68.962,49.844,50.156,25.58,0.875,bicubic,-49.508,-45.316,+82 +cs3sedarknet_x.c2ns_in1k,288,31.026,68.974,50.162,49.838,35.40,1.000,bicubic,-51.628,-46.186,-239 +gcresnet50t.ra2_in1k,256,31.020,68.980,50.125,49.875,25.90,0.900,bicubic,-49.924,-45.333,+23 +resnet152.a2_in1k,224,31.013,68.987,47.798,52.202,60.19,0.950,bicubic,-50.751,-47.472,-95 +regnety_160.tv2_in1k,224,31.011,68.989,49.105,50.895,83.59,0.965,bicubic,-51.635,-47.125,-241 +resnext101_64x4d.gluon_in1k,224,31.011,68.989,48.533,51.467,83.46,0.875,bicubic,-49.629,-46.467,+68 +cspdarknet53.ra_in1k,256,31.007,68.993,50.392,49.608,27.64,0.887,bilinear,-49.071,-44.668,+144 +tresnet_m.miil_in1k,224,31.001,68.999,48.694,51.306,31.39,0.875,bilinear,-49.815,-46.168,+39 +resnet152c.gluon_in1k,224,30.995,69.005,48.950,51.050,60.21,0.875,bicubic,-48.909,-45.904,+159 +twins_svt_small.in1k,224,30.971,69.029,49.235,50.765,24.06,0.900,bicubic,-50.723,-46.435,-97 +gcresnet50t.ra2_in1k,288,30.958,69.042,50.068,49.932,25.90,1.000,bicubic,-50.500,-45.656,-64 +cs3sedarknet_x.c2ns_in1k,256,30.916,69.084,49.971,50.029,35.40,0.887,bicubic,-51.010,-46.051,-125 +resnext50_32x4d.a1h_in1k,224,30.916,69.084,49.240,50.760,25.03,0.950,bicubic,-50.224,-46.079,-15 +regnety_080_tv.tv2_in1k,224,30.912,69.088,48.706,51.294,39.38,0.965,bicubic,-51.668,-47.548,-233 +hgnetv2_b0.ssld_stage2_ft_in1k,288,30.904,69.096,51.048,48.952,6.00,1.000,bicubic,-47.686,-43.340,+301 +ecaresnet101d_pruned.miil_in1k,224,30.904,69.096,50.015,49.985,24.88,0.875,bicubic,-49.906,-45.627,+34 +tf_efficientnet_cc_b1_8e.in1k,240,30.893,69.107,50.084,49.916,39.72,0.882,bicubic,-48.425,-44.300,+225 +resmlp_24_224.fb_distilled_in1k,224,30.891,69.109,50.144,49.856,30.02,0.875,bicubic,-49.875,-45.076,+36 +resnetaa50.a1h_in1k,224,30.885,69.115,49.514,50.486,25.56,0.950,bicubic,-49.729,-45.698,+57 +tf_efficientnetv2_b3.in1k,300,30.883,69.117,49.808,50.192,14.36,0.904,bicubic,-51.077,-46.124,-140 +resnet50.b2k_in1k,224,30.883,69.117,49.394,50.606,25.56,0.950,bicubic,-48.505,-45.282,+211 +repvit_m0_9.dist_450e_in1k,224,30.879,69.121,50.144,49.856,5.49,0.950,bicubic,-48.179,-44.244,+252 +resnext101_32x4d.gluon_in1k,224,30.873,69.127,48.543,51.457,44.18,0.875,bicubic,-49.463,-46.365,+94 +tf_efficientnet_lite4.in1k,380,30.838,69.162,50.400,49.600,13.01,0.920,bilinear,-50.702,-45.268,-96 +resnet50.c1_in1k,224,30.832,69.168,49.465,50.535,25.56,0.950,bicubic,-48.934,-45.489,+165 +cs3darknet_x.c2ns_in1k,256,30.826,69.174,49.698,50.302,35.05,0.950,bicubic,-51.030,-46.042,-131 +resnetaa50d.sw_in12k_ft_in1k,288,30.818,69.182,50.583,49.417,25.58,1.000,bicubic,-51.838,-45.909,-265 +efficientvit_b1.r288_in1k,288,30.791,69.210,49.975,50.025,9.10,1.000,bicubic,-49.532,-45.189,+91 +resnetv2_50d_evos.ah_in1k,224,30.757,69.243,48.812,51.188,25.59,0.950,bicubic,-50.071,-46.458,+16 +dpn68b.ra_in1k,224,30.747,69.253,49.506,50.494,12.61,0.950,bicubic,-47.799,-44.590,+293 +wide_resnet50_2.tv2_in1k,176,30.726,69.274,48.889,51.111,68.88,0.875,bilinear,-49.716,-46.187,+70 +nf_resnet50.ra2_in1k,288,30.718,69.282,49.952,50.048,25.56,0.940,bicubic,-49.940,-45.398,+38 +xcit_tiny_24_p16_224.fb_in1k,224,30.716,69.284,50.390,49.610,12.12,1.000,bicubic,-48.758,-44.488,+189 +poolformer_s36.sail_in1k,224,30.708,69.292,49.463,50.537,30.86,0.900,bicubic,-50.720,-46.167,-80 +ese_vovnet39b.ra_in1k,224,30.694,69.306,49.885,50.115,24.57,0.875,bicubic,-48.618,-44.837,+208 +resnetv2_34.ra4_e3600_r224_in1k,224,30.675,69.325,49.011,50.989,21.80,0.900,bicubic,-46.951,-44.507,+369 +hgnet_small.paddle_in1k,288,30.661,69.339,49.962,50.038,24.36,1.000,bicubic,-51.561,-46.262,-198 +dpn107.mx_in1k,224,30.657,69.343,48.747,51.253,86.92,0.875,bicubic,-49.509,-46.185,+104 +resnet152.gluon_in1k,224,30.639,69.361,48.525,51.475,60.19,0.875,bicubic,-49.073,-46.195,+158 +tresnet_xl.miil_in1k_448,448,30.633,69.367,49.117,50.883,78.44,0.875,bilinear,-52.433,-47.063,-338 +resnet50.a1h_in1k,224,30.625,69.374,49.419,50.581,25.56,1.000,bicubic,-50.028,-45.893,+30 +resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,30.616,69.384,50.691,49.309,25.03,0.875,bilinear,-49.700,-44.695,+78 +haloregnetz_b.ra3_in1k,224,30.590,69.410,48.985,51.015,11.68,0.940,bicubic,-50.468,-46.211,-32 +resnetv2_34.ra4_e3600_r224_in1k,288,30.567,69.433,48.559,51.441,21.80,1.000,bicubic,-48.503,-46.001,+227 +hgnet_tiny.paddle_in1k,224,30.561,69.439,50.109,49.891,14.74,0.965,bicubic,-49.331,-44.945,+127 +regnetx_080.tv2_in1k,224,30.557,69.443,48.093,51.907,39.57,0.965,bicubic,-50.995,-47.447,-120 +pit_xs_distilled_224.in1k,224,30.555,69.445,50.172,49.828,11.00,0.900,bicubic,-48.617,-44.178,+215 +regnetz_b16.ra3_in1k,224,30.537,69.463,49.297,50.703,9.72,0.940,bicubic,-49.327,-45.684,+128 +resnet50.a1h_in1k,176,30.535,69.465,49.309,50.691,25.56,0.900,bicubic,-48.729,-45.189,+200 +mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,30.531,69.469,50.569,49.431,18.45,1.000,bicubic,-52.899,-46.007,-405 +resnet101d.gluon_in1k,224,30.515,69.485,47.977,52.023,44.57,0.875,bicubic,-49.951,-47.329,+44 +resnest26d.gluon_in1k,224,30.494,69.506,50.642,49.358,17.07,0.875,bilinear,-47.982,-43.658,+280 +efficientnet_b2.ra_in1k,288,30.492,69.508,49.698,50.302,9.11,1.000,bicubic,-50.120,-45.622,+24 +resnet50.ram_in1k,288,30.447,69.553,49.020,50.980,25.56,0.950,bicubic,-49.535,-46.018,+106 +efficientformerv2_s1.snap_dist_in1k,224,30.445,69.555,49.620,50.380,6.19,0.950,bicubic,-49.239,-45.092,+145 +resnetv2_34d.ra4_e3600_r384_in1k,384,30.437,69.563,48.922,51.078,21.82,1.000,bicubic,-49.355,-45.980,+132 +cs3darknet_x.c2ns_in1k,288,30.435,69.565,49.180,50.820,35.05,1.000,bicubic,-51.799,-47.054,-220 +tf_efficientnet_b1.ap_in1k,240,30.433,69.567,49.604,50.396,7.79,0.882,bicubic,-48.855,-44.712,+189 +resnetv2_50.a1h_in1k,224,30.429,69.571,48.918,51.082,25.55,0.950,bicubic,-49.981,-46.164,+48 +resnet50d.ra2_in1k,288,30.405,69.595,48.769,51.231,25.58,0.950,bicubic,-50.949,-46.789,-96 +twins_pcpvt_small.in1k,224,30.401,69.599,49.382,50.618,24.11,0.900,bicubic,-50.715,-46.242,-62 +resnet50.d_in1k,224,30.399,69.600,48.164,51.836,25.56,0.950,bicubic,-49.504,-46.674,+108 +xcit_tiny_12_p16_384.fb_dist_in1k,384,30.394,69.606,50.105,49.895,6.72,1.000,bicubic,-50.560,-45.533,-38 +ecaresnetlight.miil_in1k,288,30.366,69.634,49.187,50.813,30.16,0.950,bicubic,-51.064,-46.603,-112 +ecaresnet101d_pruned.miil_in1k,288,30.360,69.640,48.820,51.180,24.88,0.950,bicubic,-51.656,-47.360,-195 +tf_efficientnet_b5.in1k,456,30.350,69.650,49.771,50.229,30.39,0.934,bicubic,-52.820,-46.763,-386 +resnet34.ra4_e3600_r224_in1k,288,30.339,69.661,48.788,51.212,21.80,1.000,bicubic,-48.633,-45.665,+212 +visformer_small.in1k,224,30.325,69.675,48.315,51.685,40.22,0.900,bicubic,-51.767,-47.561,-209 +tf_efficientnetv2_b2.in1k,208,30.315,69.685,49.040,50.960,10.10,0.890,bicubic,-48.893,-45.562,+190 +resnet101.a1_in1k,288,30.311,69.689,46.554,53.446,44.55,1.000,bicubic,-52.015,-49.076,-249 +regnety_040.ra3_in1k,288,30.305,69.695,48.885,51.115,20.65,1.000,bicubic,-52.743,-47.617,-368 +mobilevitv2_175.cvnets_in22k_ft_in1k,256,30.274,69.726,49.295,50.705,14.25,0.888,bicubic,-51.676,-46.465,-190 +resnet50.c2_in1k,224,30.260,69.740,48.470,51.530,25.56,0.950,bicubic,-49.608,-46.392,+102 +regnetx_160.tv2_in1k,224,30.254,69.746,47.047,52.953,54.28,0.965,bicubic,-52.320,-49.011,-289 +vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,30.225,69.775,48.716,51.284,119.42,0.900,bicubic,-49.283,-45.394,+145 +resnet50.b1k_in1k,288,30.207,69.793,49.187,50.813,25.56,1.000,bicubic,-50.501,-45.991,-13 +mambaout_kobe.in1k,224,30.191,69.809,49.382,50.618,9.14,1.000,bicubic,-49.795,-45.600,+82 +tnt_s_patch16_224.in1k,224,30.191,69.809,48.910,51.090,23.77,0.900,bicubic,-51.315,-46.856,-145 +fastvit_s12.apple_dist_in1k,256,30.187,69.813,48.950,51.050,9.47,0.900,bicubic,-50.887,-46.328,-72 +cs3sedarknet_l.c2ns_in1k,256,30.183,69.817,49.553,50.447,21.91,0.887,bicubic,-51.025,-46.245,-93 +seresnext50_32x4d.racm_in1k,288,30.170,69.830,49.091,50.909,27.56,0.950,bicubic,-52.016,-47.055,-234 +resnet50.b2k_in1k,288,30.158,69.842,48.285,51.715,25.56,1.000,bicubic,-50.308,-46.749,+12 +wide_resnet50_2.tv2_in1k,224,30.150,69.850,48.358,51.642,68.88,0.965,bilinear,-51.462,-47.408,-162 +efficientnet_b0.ra4_e3600_r224_in1k,256,30.138,69.862,49.024,50.976,5.29,1.000,bicubic,-49.226,-45.730,+151 +regnety_016.tv2_in1k,224,30.132,69.868,49.278,50.722,11.20,0.965,bicubic,-50.536,-46.058,-16 +resnet34.ra4_e3600_r224_in1k,224,30.126,69.874,48.773,51.227,21.80,0.900,bicubic,-47.366,-44.725,+330 +resnet50d.ra4_e3600_r224_in1k,288,30.126,69.874,48.637,51.363,25.58,1.000,bicubic,-51.714,-47.289,-188 +resnet101.tv2_in1k,176,30.093,69.907,48.091,51.909,44.55,0.875,bilinear,-49.815,-46.515,+79 +nf_regnet_b1.ra2_in1k,256,30.087,69.913,50.170,49.830,10.22,0.900,bicubic,-48.623,-44.210,+219 +seresnet50.ra2_in1k,224,30.087,69.913,49.321,50.679,28.09,0.875,bicubic,-50.173,-45.747,+41 +convmixer_1024_20_ks9_p14.in1k,224,30.069,69.931,49.926,50.074,24.38,0.960,bicubic,-46.875,-43.438,+366 +dpn68b.ra_in1k,288,30.069,69.931,48.193,51.807,12.61,1.000,bicubic,-49.273,-46.237,+147 +legacy_senet154.in1k,224,30.061,69.939,48.010,51.990,115.09,0.875,bilinear,-51.258,-47.492,-125 +halo2botnet50ts_256.a1h_in1k,256,30.042,69.958,48.515,51.485,22.64,0.950,bicubic,-52.042,-47.143,-234 +efficientnet_el.ra_in1k,300,30.040,69.960,48.836,51.164,10.59,0.904,bicubic,-51.268,-46.702,-124 +tf_efficientnet_b2.aa_in1k,260,30.028,69.972,49.608,50.392,9.11,0.890,bicubic,-50.046,-45.350,+57 +xcit_tiny_12_p16_224.fb_dist_in1k,224,30.003,69.997,49.637,50.363,6.72,1.000,bicubic,-48.569,-44.573,+222 +fbnetv3_d.ra2_in1k,224,29.999,70.001,49.932,50.068,10.31,0.950,bilinear,-48.659,-44.522,+217 +dpn98.mx_in1k,224,29.973,70.027,48.166,51.834,61.57,0.875,bicubic,-49.691,-46.478,+105 +resnet101.a2_in1k,224,29.969,70.031,47.000,53.000,44.55,0.950,bicubic,-51.375,-48.198,-134 +resnext50_32x4d.a1h_in1k,288,29.967,70.033,48.238,51.762,25.03,1.000,bicubic,-52.049,-47.696,-230 +mobilevitv2_150.cvnets_in22k_ft_in1k,256,29.965,70.035,49.262,50.738,10.59,0.888,bicubic,-51.501,-46.282,-158 +resnetv2_50d_gn.ah_in1k,288,29.948,70.052,48.227,51.773,25.57,1.000,bicubic,-52.012,-47.553,-223 +dpn131.mx_in1k,224,29.942,70.058,48.050,51.950,79.25,0.875,bicubic,-49.894,-46.558,+79 +dpn92.mx_in1k,224,29.920,70.080,49.142,50.858,37.67,0.875,bicubic,-50.112,-45.734,+50 +resnetv2_101x1_bit.goog_in21k_ft_in1k,448,29.914,70.086,51.105,48.895,44.54,1.000,bilinear,-52.418,-45.419,-286 +tf_efficientnet_b4.in1k,380,29.885,70.115,49.048,50.952,19.34,0.922,bicubic,-52.713,-47.084,-331 +senet154.gluon_in1k,224,29.885,70.115,47.883,52.117,115.09,0.875,bicubic,-51.373,-47.475,-129 +convnextv2_pico.fcmae_ft_in1k,288,29.883,70.117,48.775,51.225,9.07,0.950,bicubic,-51.179,-46.701,-99 +legacy_xception.tf_in1k,299,29.871,70.129,48.732,51.268,22.86,0.897,bicubic,-49.187,-45.664,+163 +resnet50.tv2_in1k,224,29.869,70.131,48.046,51.954,25.56,0.965,bilinear,-50.977,-47.384,-68 +cs3sedarknet_l.c2ns_in1k,288,29.832,70.168,49.099,50.901,21.91,0.950,bicubic,-51.938,-46.863,-204 +inception_v3.tf_adv_in1k,299,29.828,70.172,47.861,52.139,23.83,0.875,bicubic,-47.770,-45.865,+295 +resnet152.a2_in1k,288,29.810,70.190,45.945,54.055,60.19,1.000,bicubic,-52.804,-49.803,-344 +efficientnet_b0.ra4_e3600_r224_in1k,224,29.804,70.196,48.914,51.086,5.29,0.900,bicubic,-48.764,-45.426,+205 +vit_base_patch16_384.augreg_in1k,384,29.800,70.200,48.356,51.644,86.86,1.000,bicubic,-51.302,-46.978,-112 +resnetaa50.a1h_in1k,288,29.796,70.204,48.014,51.986,25.56,1.000,bicubic,-51.822,-47.780,-197 +efficientvit_b1.r224_in1k,224,29.784,70.216,48.203,51.797,9.10,0.950,bicubic,-49.470,-46.097,+136 +fbnetv3_d.ra2_in1k,256,29.763,70.237,49.474,50.526,10.31,0.950,bilinear,-49.919,-45.478,+82 +ese_vovnet39b.ra_in1k,288,29.743,70.257,49.060,50.940,24.57,0.950,bicubic,-50.635,-46.300,-6 +resmlp_36_224.fb_in1k,224,29.739,70.261,48.916,51.084,44.69,0.875,bicubic,-50.033,-45.972,+68 +lamhalobotnet50ts_256.a1h_in1k,256,29.737,70.263,48.346,51.654,22.57,0.950,bicubic,-51.815,-47.164,-195 +edgenext_small_rw.sw_in1k,256,29.729,70.271,49.193,50.807,7.83,0.900,bicubic,-49.867,-45.325,+87 +ecaresnet50t.a1_in1k,224,29.724,70.276,47.527,52.473,25.57,0.950,bicubic,-51.558,-47.623,-149 +resnet101.a3_in1k,160,29.718,70.282,47.663,52.337,44.55,0.950,bicubic,-48.210,-46.023,+258 +resnet50.ra_in1k,224,29.696,70.304,48.529,51.471,25.56,0.875,bicubic,-49.124,-45.785,+170 +convnext_nano.d1h_in1k,288,29.696,70.304,47.926,52.074,15.59,1.000,bicubic,-51.778,-47.744,-185 +resnet50.c1_in1k,288,29.694,70.306,48.464,51.536,25.56,1.000,bicubic,-51.234,-47.090,-100 +resnet50.tv2_in1k,176,29.684,70.316,48.103,51.897,25.56,0.875,bilinear,-49.750,-46.537,+99 +fastvit_sa12.apple_in1k,256,29.680,70.320,48.574,51.426,11.58,0.900,bicubic,-51.166,-46.772,-86 +vit_base_patch32_384.augreg_in1k,384,29.661,70.339,49.005,50.995,88.30,1.000,bicubic,-49.089,-45.233,+171 +efficientvit_b1.r256_in1k,256,29.661,70.339,48.248,51.752,9.10,1.000,bicubic,-50.073,-46.538,+63 +resnetv2_34d.ra4_e3600_r384_in1k,448,29.653,70.347,48.168,51.832,21.82,1.000,bicubic,-50.777,-47.114,-29 +fastvit_t12.apple_dist_in1k,256,29.647,70.353,48.513,51.487,7.55,0.900,bicubic,-50.717,-46.527,-19 +efficientnet_b2.ra_in1k,256,29.643,70.357,48.881,51.119,9.11,0.875,bicubic,-49.681,-45.701,+106 +resnet50.a1_in1k,224,29.641,70.359,46.737,53.263,25.56,0.950,bicubic,-50.741,-47.861,-25 +resnetblur50.bt_in1k,224,29.623,70.377,48.256,51.744,25.56,0.875,bicubic,-49.683,-46.282,+108 +nest_tiny_jx.goog_in1k,224,29.582,70.418,46.992,53.008,17.06,0.875,bicubic,-51.846,-48.449,-185 +ecaresnet50d.miil_in1k,288,29.580,70.420,48.995,51.005,25.58,0.950,bicubic,-52.068,-46.889,-224 +resnet50_gn.a1h_in1k,224,29.570,70.430,48.303,51.697,25.56,0.940,bicubic,-50.504,-46.603,+12 +resnetv2_34d.ra4_e3600_r224_in1k,288,29.555,70.445,47.425,52.575,21.82,1.000,bicubic,-50.059,-47.335,+66 +cs3darknet_l.c2ns_in1k,256,29.541,70.459,48.374,51.626,21.16,0.887,bicubic,-50.809,-46.930,-26 +resnet152.a3_in1k,224,29.531,70.469,47.006,52.994,60.19,0.950,bicubic,-51.017,-47.998,-61 +resnetv2_34d.ra4_e3600_r224_in1k,224,29.517,70.483,47.572,52.428,21.82,0.900,bicubic,-48.753,-46.378,+207 +gcresnext50ts.ch_in1k,288,29.509,70.491,47.851,52.149,15.67,1.000,bicubic,-51.733,-47.685,-164 +efficientnet_em.ra2_in1k,240,29.500,70.501,48.944,51.056,6.90,0.882,bicubic,-49.757,-45.584,+106 +resnext50_32x4d.tv2_in1k,224,29.496,70.504,47.246,52.754,25.03,0.965,bilinear,-51.694,-48.098,-158 +cs3darknet_l.c2ns_in1k,288,29.482,70.518,48.240,51.760,21.16,0.950,bicubic,-51.400,-47.422,-111 +resnetv2_50.a1h_in1k,288,29.448,70.552,47.494,52.506,25.55,1.000,bicubic,-51.958,-48.218,-192 +gcresnext50ts.ch_in1k,256,29.446,70.554,47.883,52.117,15.67,0.900,bicubic,-51.162,-47.297,-72 +resnext101_32x8d.tv_in1k,224,29.445,70.555,48.492,51.508,88.79,0.875,bilinear,-49.864,-46.038,+93 +mobileone_s4.apple_in1k,224,29.439,70.561,47.997,52.003,14.95,0.900,bilinear,-50.007,-46.923,+74 +deit_small_patch16_224.fb_in1k,224,29.435,70.565,48.268,51.732,22.05,0.900,bicubic,-50.421,-46.788,+27 +sebotnet33ts_256.a1h_in1k,256,29.427,70.573,47.150,52.850,13.70,0.940,bicubic,-51.729,-48.010,-162 +nf_regnet_b1.ra2_in1k,288,29.423,70.577,49.421,50.579,10.22,0.900,bicubic,-49.945,-45.305,+79 +resnet50.fb_ssl_yfcc100m_ft_in1k,224,29.419,70.581,49.783,50.217,25.56,0.875,bilinear,-49.833,-45.043,+99 +coat_lite_mini.in1k,224,29.397,70.603,47.674,52.326,11.01,0.900,bicubic,-49.707,-46.932,+110 +cait_xxs24_384.fb_dist_in1k,384,29.386,70.615,48.743,51.257,12.03,1.000,bicubic,-51.568,-46.687,-134 +repvit_m1.dist_in1k,224,29.384,70.616,48.525,51.475,5.49,0.950,bicubic,-49.158,-45.557,+165 +resnetv2_50d_evos.ah_in1k,288,29.380,70.620,47.273,52.727,25.59,1.000,bicubic,-52.644,-48.642,-291 +resnext50_32x4d.a1_in1k,224,29.370,70.630,46.238,53.762,25.03,0.950,bicubic,-51.156,-48.220,-74 +edgenext_small_rw.sw_in1k,320,29.366,70.634,48.730,51.270,7.83,1.000,bicubic,-51.086,-46.476,-63 +resnext50_32x4d.ra_in1k,224,29.358,70.642,47.405,52.595,25.03,0.875,bicubic,-50.442,-47.203,+24 +swin_tiny_patch4_window7_224.ms_in1k,224,29.350,70.650,47.584,52.416,28.29,0.900,bicubic,-52.038,-48.172,-204 +convnext_nano_ols.d1h_in1k,288,29.342,70.658,47.411,52.589,15.65,1.000,bicubic,-52.270,-48.215,-243 +resnet34d.ra2_in1k,224,29.328,70.671,48.431,51.569,21.82,0.875,bicubic,-47.780,-44.941,+279 +regnetz_b16.ra3_in1k,288,29.321,70.679,47.904,52.096,9.72,1.000,bicubic,-51.419,-47.624,-109 +cait_xxs24_224.fb_dist_in1k,224,29.309,70.691,48.525,51.475,11.96,1.000,bicubic,-49.091,-45.801,+174 +eca_resnet33ts.ra2_in1k,288,29.279,70.721,48.914,51.086,19.68,1.000,bicubic,-51.437,-46.468,-107 +resnet50.d_in1k,288,29.264,70.736,47.215,52.785,25.56,1.000,bicubic,-51.748,-48.242,-153 +pvt_v2_b1.in1k,224,29.258,70.742,48.958,51.042,14.01,0.900,bicubic,-49.440,-45.532,+140 +resnet34.a1_in1k,224,29.258,70.742,47.108,52.892,21.80,0.950,bicubic,-47.162,-45.788,+314 +maxvit_rmlp_pico_rw_256.sw_in1k,256,29.248,70.752,47.739,52.261,7.52,0.950,bicubic,-51.302,-47.447,-93 +resnet50.c2_in1k,288,29.246,70.754,47.161,52.839,25.56,1.000,bicubic,-51.616,-48.369,-132 +ecaresnet50d_pruned.miil_in1k,224,29.221,70.779,48.468,51.532,19.94,0.875,bicubic,-50.493,-46.394,+21 +poolformer_s24.sail_in1k,224,29.209,70.791,48.122,51.878,21.39,0.900,bicubic,-51.085,-46.938,-53 +gcvit_xxtiny.in1k,224,29.193,70.807,48.376,51.624,12.00,0.875,bicubic,-50.563,-46.682,+14 +tresnet_l.miil_in1k_448,448,29.183,70.817,47.262,52.738,55.99,0.875,bilinear,-53.095,-48.726,-345 +seresnet50.ra2_in1k,288,29.158,70.842,47.743,52.257,28.09,0.950,bicubic,-52.130,-47.909,-206 +lambda_resnet50ts.a1h_in1k,256,29.130,70.870,46.973,53.027,21.54,0.950,bicubic,-52.054,-48.121,-190 +inception_v3.gluon_in1k,299,29.130,70.870,46.953,53.047,23.83,0.875,bicubic,-49.676,-47.419,+117 +resnet101.a2_in1k,288,29.101,70.899,45.731,54.269,44.55,1.000,bicubic,-53.117,-50.009,-341 +eca_resnet33ts.ra2_in1k,256,29.099,70.901,48.822,51.178,19.68,0.900,bicubic,-50.985,-46.158,-35 +resnet50d.a1_in1k,224,29.099,70.901,46.004,53.996,25.58,0.950,bicubic,-51.631,-48.674,-123 +cs3darknet_focus_l.c2ns_in1k,256,29.079,70.921,47.678,52.322,21.15,0.887,bicubic,-51.175,-47.616,-52 +convnext_pico_ols.d1_in1k,224,29.055,70.945,47.971,52.029,9.06,0.950,bicubic,-50.487,-46.617,+29 +xception71.tf_in1k,299,29.055,70.945,47.407,52.593,42.34,0.903,bicubic,-50.865,-47.501,-25 +resnext50_32x4d.tv2_in1k,176,29.034,70.966,46.824,53.176,25.03,0.875,bilinear,-50.350,-47.479,+44 +hrnet_w64.ms_in1k,224,29.028,70.972,47.106,52.894,128.06,0.875,bilinear,-50.430,-47.540,+34 +resnet34d.ra2_in1k,288,29.020,70.980,48.069,51.931,21.82,0.950,bicubic,-49.420,-46.279,+148 +regnetx_032.tv2_in1k,224,28.981,71.019,47.053,52.947,15.30,0.965,bicubic,-51.935,-48.195,-162 +cs3darknet_focus_l.c2ns_in1k,288,28.979,71.021,47.608,52.392,21.15,0.950,bicubic,-51.915,-48.067,-160 +vit_small_patch32_384.augreg_in21k_ft_in1k,384,28.926,71.074,48.948,51.052,22.92,1.000,bicubic,-51.550,-46.246,-102 +xcit_tiny_12_p8_224.fb_in1k,224,28.914,71.086,47.495,52.505,6.71,1.000,bicubic,-50.796,-47.322,+4 +tf_efficientnet_b0.ns_jft_in1k,224,28.908,71.092,48.967,51.033,5.29,0.875,bicubic,-49.772,-45.405,+117 +resnet101.gluon_in1k,224,28.900,71.100,46.419,53.581,44.55,0.875,bicubic,-50.406,-48.213,+50 +xception65.tf_in1k,299,28.894,71.106,47.132,52.868,39.92,0.903,bicubic,-50.664,-47.524,+16 +tf_efficientnet_b1.aa_in1k,240,28.884,71.116,47.545,52.455,7.79,0.882,bicubic,-49.956,-46.657,+96 +mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,28.859,71.141,47.930,52.070,10.59,1.000,bicubic,-53.747,-48.384,-426 +halonet50ts.a1h_in1k,256,28.843,71.157,46.511,53.489,22.73,0.940,bicubic,-52.797,-49.101,-283 +skresnext50_32x4d.ra_in1k,224,28.835,71.165,46.489,53.511,27.48,0.875,bicubic,-51.333,-48.155,-60 +mambaout_kobe.in1k,288,28.798,71.202,47.973,52.027,9.14,1.000,bicubic,-52.266,-47.709,-193 +sehalonet33ts.ra2_in1k,256,28.780,71.220,46.574,53.426,13.69,0.940,bicubic,-52.196,-48.698,-184 +levit_conv_256.fb_dist_in1k,224,28.770,71.230,46.723,53.277,18.89,0.900,bicubic,-52.736,-48.743,-269 +levit_256.fb_dist_in1k,224,28.768,71.231,46.729,53.271,18.89,0.900,bicubic,-52.737,-48.737,-271 +tf_efficientnet_lite3.in1k,300,28.765,71.235,47.480,52.520,8.20,0.904,bilinear,-51.043,-47.428,-21 +resnet50.ra_in1k,288,28.765,71.235,47.342,52.658,25.56,0.950,bicubic,-51.099,-47.628,-29 +hgnet_tiny.paddle_in1k,288,28.749,71.251,47.704,52.296,14.74,1.000,bicubic,-51.895,-47.852,-135 +seresnet50.a1_in1k,224,28.747,71.253,45.817,54.183,28.09,0.950,bicubic,-51.265,-48.887,-53 +mambaout_femto.in1k,224,28.704,71.296,47.786,52.214,7.30,1.000,bicubic,-50.176,-46.622,+81 +mobileone_s3.apple_in1k,224,28.698,71.302,47.539,52.461,10.17,0.900,bilinear,-49.304,-46.325,+164 +darknetaa53.c2ns_in1k,288,28.660,71.340,46.963,53.037,36.02,1.000,bilinear,-51.868,-48.291,-127 +skresnet34.ra_in1k,224,28.659,71.341,47.987,52.013,22.28,0.875,bicubic,-48.297,-45.333,+242 +resnetblur50.bt_in1k,288,28.654,71.346,46.922,53.078,25.56,0.950,bicubic,-51.594,-48.278,-80 +tf_efficientnetv2_b0.in1k,192,28.645,71.355,47.413,52.587,7.14,0.875,bicubic,-48.231,-45.771,+247 +convnext_pico.d1_in1k,224,28.639,71.361,47.366,52.634,9.05,0.875,bicubic,-50.877,-47.188,+3 +seresnext50_32x4d.gluon_in1k,224,28.635,71.365,46.440,53.560,27.56,0.875,bicubic,-51.281,-48.376,-52 +hrnet_w40.ms_in1k,224,28.631,71.369,47.464,52.536,57.56,0.875,bilinear,-50.297,-47.016,+66 +swinv2_tiny_window8_256.ms_in1k,256,28.615,71.385,46.177,53.823,28.35,0.900,bicubic,-53.209,-49.811,-317 +mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,28.607,71.393,47.144,52.856,14.25,1.000,bicubic,-54.313,-49.306,-500 +tf_efficientnet_b3.in1k,300,28.574,71.426,48.006,51.994,12.23,0.904,bicubic,-52.304,-47.302,-183 +tf_efficientnetv2_b0.in1k,224,28.568,71.432,47.105,52.895,7.14,0.875,bicubic,-49.818,-46.930,+121 +tf_efficientnetv2_b1.in1k,192,28.564,71.436,47.452,52.548,8.14,0.882,bicubic,-49.370,-46.370,+158 +resnet152.tv_in1k,224,28.550,71.450,47.146,52.854,60.19,0.875,bilinear,-49.780,-46.990,+123 +poolformerv2_s12.sail_in1k,224,28.543,71.457,47.407,52.593,11.89,1.000,bicubic,-49.465,-46.457,+149 +eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,28.525,71.475,47.541,52.459,5.76,1.000,bicubic,-52.123,-47.979,-154 +xcit_tiny_12_p16_224.fb_in1k,224,28.511,71.489,47.376,52.624,6.72,1.000,bicubic,-48.611,-46.352,+217 +ecaresnet50t.a1_in1k,288,28.474,71.526,45.550,54.450,25.57,1.000,bicubic,-53.636,-50.104,-371 +resnet50d.a2_in1k,224,28.458,71.542,45.513,54.487,25.58,0.950,bicubic,-51.810,-49.129,-100 +ecaresnet50t.a2_in1k,224,28.444,71.556,45.752,54.248,25.57,0.950,bicubic,-52.440,-49.270,-194 +repvgg_b2.rvgg_in1k,224,28.433,71.567,47.038,52.962,89.02,0.875,bilinear,-50.355,-47.376,+70 +tf_efficientnet_b0.ap_in1k,224,28.427,71.573,47.553,52.447,5.29,0.875,bicubic,-48.673,-45.779,+215 +hrnet_w48.ms_in1k,224,28.415,71.585,47.600,52.400,77.47,0.875,bilinear,-50.913,-46.916,+7 +fasternet_t2.in1k,224,28.413,71.587,47.258,52.742,14.98,1.000,bicubic,-50.325,-47.074,+71 +dla102x2.in1k,224,28.411,71.589,46.755,53.245,41.28,0.875,bilinear,-51.037,-47.899,-11 +resnext50_32x4d.gluon_in1k,224,28.403,71.597,45.350,54.650,25.03,0.875,bicubic,-50.951,-49.074,+1 +shvit_s4.in1k,256,28.393,71.607,46.582,53.418,16.59,0.875,bicubic,-50.969,-47.788,-1 +dla169.in1k,224,28.379,71.621,47.505,52.495,53.39,0.875,bilinear,-50.323,-46.829,+72 +efficientnet_b2_pruned.in1k,260,28.360,71.640,47.061,52.939,8.31,0.890,bicubic,-51.544,-47.605,-70 +tf_efficientnet_cc_b0_4e.in1k,224,28.356,71.644,47.370,52.630,13.31,0.875,bicubic,-48.968,-45.964,+189 +swinv2_cr_tiny_ns_224.sw_in1k,224,28.348,71.652,45.947,54.053,28.33,0.900,bicubic,-53.448,-49.877,-338 +seresnet33ts.ra2_in1k,256,28.338,71.662,47.773,52.227,19.78,0.900,bicubic,-52.042,-47.277,-130 +darknet53.c2ns_in1k,288,28.311,71.689,46.886,53.114,41.61,1.000,bicubic,-52.231,-48.542,-159 +resnext50_32x4d.ra_in1k,288,28.305,71.695,46.130,53.870,25.03,0.950,bicubic,-52.415,-49.214,-183 +ecaresnet50t.a3_in1k,160,28.289,71.711,46.148,53.852,25.57,0.950,bicubic,-49.497,-47.473,+153 +mixnet_xl.ra_in1k,224,28.279,71.721,46.735,53.265,11.90,0.875,bicubic,-52.215,-48.243,-156 +swiftformer_s.dist_in1k,224,28.279,71.721,46.601,53.399,6.09,0.950,bicubic,-50.183,-47.379,+87 +shvit_s3.in1k,224,28.234,71.766,46.698,53.302,14.25,0.875,bicubic,-49.122,-46.612,+179 +resnet50d.gluon_in1k,224,28.234,71.766,45.922,54.078,25.58,0.875,bicubic,-50.846,-48.536,+21 +seresnet33ts.ra2_in1k,288,28.204,71.796,47.574,52.426,19.78,1.000,bicubic,-52.609,-47.772,-202 +resnet50.a1_in1k,288,28.189,71.811,44.919,55.081,25.56,1.000,bicubic,-53.051,-50.193,-269 +fastvit_s12.apple_in1k,256,28.151,71.849,46.670,53.330,9.47,0.900,bicubic,-51.731,-48.128,-79 +wide_resnet101_2.tv_in1k,224,28.142,71.858,46.560,53.440,126.89,0.875,bilinear,-50.720,-47.752,+39 +resnet101c.gluon_in1k,224,28.128,71.872,45.977,54.023,44.57,0.875,bicubic,-51.414,-48.730,-38 +densenet161.tv_in1k,224,28.116,71.884,46.658,53.342,28.68,0.875,bicubic,-49.268,-46.998,+170 +resnet34.a1_in1k,288,28.104,71.896,45.723,54.277,21.80,1.000,bicubic,-49.826,-48.035,+126 +regnetx_320.pycls_in1k,224,28.081,71.919,45.130,54.870,107.81,0.875,bicubic,-52.177,-49.886,-125 +ecaresnet50d_pruned.miil_in1k,288,28.077,71.923,47.057,52.943,19.94,0.950,bicubic,-52.731,-48.509,-209 +resnext50_32x4d.a1_in1k,288,28.077,71.923,44.831,55.169,25.03,1.000,bicubic,-53.403,-50.321,-319 +regnety_320.pycls_in1k,224,28.067,71.933,45.464,54.536,145.05,0.875,bicubic,-52.729,-49.782,-208 +darknetaa53.c2ns_in1k,256,28.057,71.943,46.578,53.422,36.02,0.887,bilinear,-51.697,-48.326,-69 +gernet_s.idstcv_in1k,224,28.053,71.947,46.747,53.253,8.17,0.875,bilinear,-48.821,-46.395,+201 +fbnetv3_b.ra2_in1k,224,28.035,71.965,47.743,52.257,8.60,0.950,bilinear,-50.148,-46.495,+94 +mobilevitv2_175.cvnets_in1k,256,28.035,71.965,46.108,53.892,14.25,0.888,bicubic,-52.835,-49.172,-223 +resnext50_32x4d.a3_in1k,160,28.016,71.984,45.589,54.411,25.03,0.950,bicubic,-49.716,-47.725,+134 +levit_conv_192.fb_dist_in1k,224,28.006,71.994,45.884,54.116,10.95,0.900,bicubic,-51.854,-48.918,-88 +efficientnet_el_pruned.in1k,300,28.000,72.000,46.790,53.210,10.59,0.904,bicubic,-52.284,-48.428,-143 +levit_192.fb_dist_in1k,224,28.000,72.000,45.886,54.114,10.95,0.900,bicubic,-51.858,-48.922,-89 +vit_base_patch16_224.augreg_in1k,224,27.973,72.027,45.719,54.281,86.57,0.900,bicubic,-51.181,-49.013,-5 +resnext50_32x4d.a2_in1k,224,27.965,72.035,44.446,55.554,25.03,0.950,bicubic,-52.479,-50.184,-170 +resnet50d.a3_in1k,160,27.953,72.047,45.295,54.705,25.58,0.950,bicubic,-49.269,-47.961,+166 +fastvit_t12.apple_in1k,256,27.937,72.063,46.389,53.611,7.55,0.900,bicubic,-51.339,-48.181,-24 +resnet101.a3_in1k,224,27.937,72.063,45.023,54.977,44.55,0.950,bicubic,-51.899,-49.684,-89 +resnet50_gn.a1h_in1k,288,27.935,72.065,46.093,53.907,25.56,0.950,bicubic,-53.281,-49.541,-289 +darknet53.c2ns_in1k,256,27.914,72.086,46.537,53.463,41.61,0.887,bicubic,-52.094,-48.509,-119 +starnet_s4.in1k,224,27.914,72.086,46.081,53.919,7.48,0.875,bicubic,-50.910,-48.215,+20 +xception41.tf_in1k,299,27.894,72.106,45.906,54.094,26.97,0.903,bicubic,-50.656,-48.376,+44 +resnetrs50.tf_in1k,160,27.865,72.135,46.686,53.314,35.69,0.910,bicubic,-49.993,-47.124,+112 +dpn68b.mx_in1k,224,27.835,72.165,47.372,52.628,12.61,0.875,bicubic,-49.659,-46.462,+137 +regnetx_160.pycls_in1k,224,27.833,72.167,45.629,54.371,54.28,0.875,bicubic,-52.011,-49.223,-99 +res2net101_26w_4s.in1k,224,27.814,72.186,45.177,54.823,45.21,0.875,bilinear,-51.378,-49.289,-20 +seresnet50.a2_in1k,224,27.784,72.216,44.709,55.291,28.09,0.950,bicubic,-52.318,-50.011,-134 +inception_v3.tf_in1k,299,27.782,72.218,45.711,54.289,23.83,0.875,bicubic,-50.084,-47.933,+104 +resnet50d.a1_in1k,288,27.768,72.232,44.383,55.617,25.58,1.000,bicubic,-53.698,-51.295,-338 +tf_efficientnetv2_b1.in1k,240,27.760,72.240,46.582,53.418,8.14,0.882,bicubic,-51.758,-48.000,-68 +repghostnet_200.in1k,224,27.753,72.247,46.309,53.691,9.80,0.875,bicubic,-51.049,-48.023,+14 +mobilevitv2_200.cvnets_in1k,256,27.723,72.277,45.833,54.167,18.45,0.888,bicubic,-53.425,-49.547,-293 +vit_base_patch16_224.sam_in1k,224,27.717,72.283,45.106,54.894,86.57,0.900,bicubic,-52.529,-50.016,-152 +fbnetv3_b.ra2_in1k,256,27.658,72.342,46.990,53.010,8.60,0.950,bilinear,-51.496,-47.118,-26 +repvgg_b1.rvgg_in1k,224,27.652,72.348,46.511,53.489,57.42,0.875,bilinear,-50.718,-47.753,+55 +mambaout_femto.in1k,288,27.652,72.348,46.401,53.599,7.30,1.000,bicubic,-52.260,-48.733,-125 +inception_v3.tv_in1k,299,27.639,72.361,45.253,54.747,23.83,0.875,bicubic,-49.833,-48.215,+127 +convnextv2_femto.fcmae_ft_in1k,224,27.637,72.363,46.818,53.182,5.23,0.875,bicubic,-50.839,-47.166,+40 +hrnet_w44.ms_in1k,224,27.627,72.373,45.847,54.153,67.06,0.875,bilinear,-51.263,-48.529,-5 +gcresnet33ts.ra2_in1k,256,27.599,72.401,46.238,53.762,19.88,0.900,bicubic,-52.473,-48.748,-141 +regnety_160.pycls_in1k,224,27.597,72.403,45.546,54.454,83.59,0.875,bicubic,-52.687,-49.436,-171 +resnet50.am_in1k,224,27.580,72.420,45.361,54.639,25.56,0.875,bicubic,-51.424,-49.030,-19 +resmlp_24_224.fb_in1k,224,27.570,72.430,45.700,54.300,30.02,0.875,bicubic,-51.810,-48.850,-65 +pit_xs_224.in1k,224,27.489,72.511,45.855,54.145,10.62,0.900,bicubic,-50.707,-48.301,+58 +tiny_vit_5m_224.in1k,224,27.485,72.515,45.864,54.136,5.39,0.950,bicubic,-51.711,-48.928,-40 +hrnet_w30.ms_in1k,224,27.472,72.528,46.546,53.454,37.71,0.875,bilinear,-50.730,-47.674,+54 +gcresnet33ts.ra2_in1k,288,27.401,72.599,46.157,53.843,19.88,1.000,bicubic,-53.187,-49.161,-223 +resnet50.a2_in1k,224,27.393,72.607,44.251,55.749,25.56,0.950,bicubic,-52.435,-50.309,-118 +regnetx_080.pycls_in1k,224,27.387,72.613,44.994,55.006,39.57,0.875,bicubic,-51.827,-49.548,-46 +convnext_pico.d1_in1k,288,27.383,72.617,45.666,54.334,9.05,0.950,bicubic,-53.043,-49.396,-199 +hrnet_w32.ms_in1k,224,27.377,72.623,46.016,53.984,41.23,0.875,bilinear,-51.075,-48.168,+29 +vit_small_patch16_384.augreg_in1k,384,27.348,72.652,46.151,53.849,22.20,1.000,bicubic,-53.782,-49.439,-309 +resnet33ts.ra2_in1k,288,27.340,72.660,45.200,54.800,19.68,1.000,bicubic,-52.370,-49.858,-109 +resnet50s.gluon_in1k,224,27.332,72.668,45.253,54.747,25.68,0.875,bicubic,-51.378,-48.995,0 +res2net50_26w_8s.in1k,224,27.314,72.686,44.817,55.183,48.40,0.875,bilinear,-51.636,-49.891,-27 +convnext_pico_ols.d1_in1k,288,27.295,72.705,45.650,54.350,9.06,1.000,bicubic,-53.163,-49.598,-214 +densenet201.tv_in1k,224,27.279,72.721,46.212,53.788,20.01,0.875,bicubic,-50.005,-47.268,+122 +ecaresnet50t.a2_in1k,288,27.271,72.729,44.076,55.924,25.57,1.000,bicubic,-54.411,-51.448,-399 +ghostnetv2_160.in1k,224,27.259,72.741,46.393,53.607,12.39,0.875,bicubic,-50.577,-47.555,+78 +densenetblur121d.ra_in1k,224,27.240,72.760,46.303,53.697,8.00,0.875,bicubic,-49.334,-46.885,+162 +efficientnet_b1_pruned.in1k,240,27.226,72.774,45.961,54.039,6.33,0.882,bicubic,-51.026,-47.859,+36 +regnety_064.pycls_in1k,224,27.222,72.778,44.858,55.142,30.58,0.875,bicubic,-52.512,-49.910,-122 +resnet33ts.ra2_in1k,256,27.187,72.813,45.391,54.609,19.68,0.900,bicubic,-52.029,-49.185,-61 +tf_efficientnetv2_b2.in1k,260,27.177,72.823,44.568,55.432,10.10,0.890,bicubic,-53.049,-50.442,-181 +resnetrs50.tf_in1k,224,27.159,72.841,45.073,54.927,35.69,0.910,bicubic,-52.775,-49.899,-159 +vit_base_patch32_224.augreg_in1k,224,27.141,72.859,45.194,54.806,88.22,0.900,bicubic,-47.767,-46.576,+222 +seresnet50.a1_in1k,288,27.100,72.900,43.593,56.407,28.09,1.000,bicubic,-54.014,-51.743,-320 +resnet50d.a2_in1k,288,27.098,72.902,43.840,56.160,25.58,1.000,bicubic,-54.066,-51.259,-332 +resnet32ts.ra2_in1k,256,27.081,72.919,45.259,54.741,17.96,0.900,bicubic,-51.974,-49.109,-49 +rexnet_130.nav_in1k,224,27.078,72.921,45.922,54.078,7.56,0.875,bicubic,-52.414,-48.759,-104 +dla102x.in1k,224,27.051,72.949,45.493,54.507,26.31,0.875,bilinear,-51.465,-48.733,-1 +gmixer_24_224.ra3_in1k,224,27.031,72.969,44.373,55.627,24.72,0.875,bicubic,-51.017,-49.281,+42 +resnet101.tv_in1k,224,26.974,73.026,45.240,54.760,44.55,0.875,bilinear,-50.430,-48.312,+96 +resnet32ts.ra2_in1k,288,26.931,73.069,45.065,54.935,17.96,1.000,bicubic,-52.457,-49.515,-99 +resnext50d_32x4d.bt_in1k,224,26.913,73.087,44.393,55.607,25.05,0.875,bicubic,-52.758,-50.485,-127 +rexnet_100.nav_in1k,224,26.874,73.126,45.375,54.625,4.80,0.875,bicubic,-50.988,-48.515,+57 +regnetx_120.pycls_in1k,224,26.870,73.130,44.676,55.324,46.11,0.875,bicubic,-52.738,-50.058,-123 +densenet169.tv_in1k,224,26.862,73.138,45.420,54.580,14.15,0.875,bicubic,-49.060,-47.388,+171 +regnety_120.pycls_in1k,224,26.811,73.189,44.491,55.509,51.82,0.875,bicubic,-53.571,-50.613,-224 +legacy_seresnext101_32x4d.in1k,224,26.802,73.198,43.477,56.523,48.96,0.875,bilinear,-53.472,-51.555,-207 +regnetx_064.pycls_in1k,224,26.797,73.203,44.947,55.053,26.21,0.875,bicubic,-52.264,-49.521,-64 +tinynet_a.in1k,192,26.792,73.208,45.094,54.906,6.19,0.875,bicubic,-50.874,-48.438,+64 +res2net101d.in1k,224,26.721,73.279,44.363,55.637,45.23,0.875,bilinear,-54.515,-50.983,-355 +regnetx_032.pycls_in1k,224,26.707,73.293,45.249,54.751,15.30,0.875,bicubic,-51.453,-48.915,+21 +resnext50_32x4d.a2_in1k,288,26.691,73.309,42.750,57.250,25.03,1.000,bicubic,-54.613,-52.364,-368 +densenet121.ra_in1k,224,26.680,73.320,45.896,54.104,7.98,0.875,bicubic,-48.894,-46.752,+177 +legacy_seresnet152.in1k,224,26.676,73.324,43.951,56.049,66.82,0.875,bilinear,-51.986,-50.419,-28 +efficientvit_m5.r224_in1k,224,26.666,73.334,44.917,55.083,12.47,0.875,bicubic,-50.426,-48.251,+106 +dla60x.in1k,224,26.634,73.366,45.025,54.975,17.35,0.875,bilinear,-51.600,-48.997,+10 +efficientnet_es.ra_in1k,224,26.631,73.370,45.102,54.898,5.44,0.875,bicubic,-51.469,-48.826,+19 +res2net50_26w_6s.in1k,224,26.601,73.399,43.996,56.004,37.05,0.875,bilinear,-51.985,-50.124,-28 +seresnet50.a3_in1k,160,26.599,73.401,44.709,55.291,28.09,0.950,bicubic,-48.505,-47.387,+189 +repvgg_b1g4.rvgg_in1k,224,26.579,73.421,45.092,54.908,39.97,0.875,bilinear,-51.029,-48.754,+59 +resnet50.a3_in1k,160,26.572,73.428,44.224,55.776,25.56,0.950,bicubic,-49.422,-48.270,+152 +coat_lite_tiny.in1k,224,26.554,73.446,44.719,55.281,5.72,0.900,bicubic,-50.994,-49.205,+62 +regnety_080.pycls_in1k,224,26.542,73.458,44.397,55.603,39.18,0.875,bicubic,-53.332,-50.437,-177 +resnet34.a2_in1k,224,26.538,73.462,43.911,56.089,21.80,0.950,bicubic,-48.982,-48.543,+167 +mobilenetv3_large_100.miil_in21k_ft_in1k,224,26.517,73.484,44.534,55.466,5.48,0.875,bilinear,-51.404,-48.360,+31 +ecaresnet26t.ra2_in1k,256,26.503,73.497,44.963,55.037,16.01,0.875,bicubic,-52.391,-49.585,-66 +res2net50_14w_8s.in1k,224,26.491,73.509,44.365,55.635,25.06,0.875,bilinear,-51.651,-49.487,+6 +tf_efficientnet_b0.aa_in1k,224,26.479,73.521,45.642,54.358,5.29,0.875,bicubic,-50.403,-47.627,+105 +tf_efficientnet_b2.in1k,260,26.471,73.529,44.778,55.222,9.11,0.890,bicubic,-53.141,-49.936,-149 +ecaresnet50t.a3_in1k,224,26.452,73.548,43.507,56.493,25.57,0.950,bicubic,-53.096,-51.203,-144 +convnextv2_atto.fcmae_ft_in1k,224,26.444,73.556,44.296,55.704,3.71,0.875,bicubic,-50.200,-48.746,+114 +resnet50.gluon_in1k,224,26.432,73.568,44.051,55.949,25.56,0.875,bicubic,-51.148,-49.653,+51 +mobileone_s2.apple_in1k,224,26.418,73.582,44.554,55.446,7.88,0.900,bilinear,-51.086,-49.110,+53 +convnext_femto.d1_in1k,224,26.387,73.613,44.839,55.161,5.22,0.875,bicubic,-51.111,-48.839,+52 +mobilenetv1_125.ra4_e3600_r224_in1k,224,26.387,73.613,44.654,55.346,6.27,0.900,bicubic,-50.533,-48.578,+96 +tf_efficientnet_el.in1k,300,26.387,73.613,44.245,55.755,10.59,0.904,bicubic,-53.859,-50.519,-227 +mobilenetv1_125.ra4_e3600_r224_in1k,256,26.371,73.629,44.554,55.446,6.27,1.000,bicubic,-51.241,-49.200,+41 +lambda_resnet26t.c1_in1k,256,26.361,73.639,44.408,55.592,10.96,0.940,bicubic,-52.765,-50.146,-101 +levit_conv_128.fb_dist_in1k,224,26.361,73.639,44.143,55.857,9.21,0.900,bicubic,-52.127,-50.001,-39 +levit_128.fb_dist_in1k,224,26.349,73.650,44.121,55.879,9.21,0.900,bicubic,-52.137,-49.877,-38 +resmlp_12_224.fb_distilled_in1k,224,26.322,73.678,44.896,55.104,15.35,0.875,bicubic,-51.626,-48.674,+11 +resmlp_big_24_224.fb_in1k,224,26.316,73.684,43.559,56.441,129.14,0.875,bicubic,-54.718,-51.466,-356 +regnetx_040.pycls_in1k,224,26.263,73.737,44.422,55.578,22.12,0.875,bicubic,-52.223,-49.662,-43 +visformer_tiny.in1k,224,26.257,73.743,44.202,55.798,10.32,0.900,bicubic,-51.903,-49.886,-13 +mobilevitv2_150.cvnets_in1k,256,26.224,73.776,43.829,56.171,10.59,0.888,bicubic,-54.156,-51.277,-260 +convnext_femto_ols.d1_in1k,224,26.200,73.800,44.245,55.755,5.23,0.875,bicubic,-51.652,-49.581,+17 +vit_small_patch32_224.augreg_in21k_ft_in1k,224,26.183,73.817,45.132,54.868,22.88,0.900,bicubic,-49.828,-48.134,+124 +crossvit_9_dagger_240.in1k,240,26.175,73.825,44.562,55.438,8.78,0.875,bicubic,-50.815,-49.040,+77 +shvit_s2.in1k,224,26.173,73.827,44.051,55.949,11.48,0.875,bicubic,-49.011,-48.265,+155 +seresnet50.a2_in1k,288,26.169,73.831,42.679,57.321,28.09,1.000,bicubic,-54.925,-52.551,-373 +densenetblur121d.ra_in1k,288,26.167,73.833,45.035,54.965,8.00,0.950,bicubic,-51.153,-48.761,+51 +resnet50d.a3_in1k,224,26.133,73.867,42.974,57.026,25.58,0.950,bicubic,-52.609,-51.262,-76 +resnet50.a2_in1k,288,26.125,73.874,42.593,57.407,25.56,1.000,bicubic,-54.648,-52.385,-328 +resnext50_32x4d.a3_in1k,224,26.096,73.904,42.952,57.048,25.03,0.950,bicubic,-53.162,-51.356,-131 +resnet34.a2_in1k,288,26.092,73.908,43.133,56.867,21.80,1.000,bicubic,-51.058,-50.155,+60 +efficientnet_b1.ft_in1k,256,26.084,73.916,44.047,55.953,7.79,1.000,bicubic,-52.722,-50.299,-85 +convnextv2_femto.fcmae_ft_in1k,288,26.069,73.931,44.351,55.649,5.23,0.950,bicubic,-53.273,-50.239,-147 +mobilevitv2_125.cvnets_in1k,256,26.037,73.963,43.701,56.299,7.48,0.888,bicubic,-53.645,-51.143,-184 +lambda_resnet26rpt_256.c1_in1k,256,26.019,73.981,44.232,55.768,10.99,0.940,bicubic,-52.941,-50.188,-106 +hardcorenas_c.miil_green_in1k,224,26.006,73.994,44.855,55.145,5.52,0.875,bilinear,-51.086,-48.337,+60 +dpn68.mx_in1k,224,26.004,73.996,44.074,55.926,12.61,0.875,bicubic,-50.300,-48.920,+103 +resnetv2_18d.ra4_e3600_r224_in1k,224,26.002,73.998,44.004,55.996,11.71,0.900,bicubic,-48.420,-47.924,+168 +fastvit_t8.apple_dist_in1k,256,25.992,74.008,44.424,55.576,4.03,0.900,bicubic,-51.178,-48.850,+51 +repghostnet_150.in1k,224,25.982,74.018,44.369,55.631,6.58,0.875,bicubic,-51.492,-49.127,+26 +hrnet_w18.ms_in1k,224,25.976,74.024,44.803,55.197,21.30,0.875,bilinear,-50.794,-48.645,+73 +hardcorenas_f.miil_green_in1k,224,25.966,74.034,44.236,55.764,8.20,0.875,bilinear,-52.134,-49.564,-29 +vit_small_patch16_224.augreg_in1k,224,25.953,74.047,43.966,56.034,22.05,0.900,bicubic,-52.889,-50.314,-102 +resnetv2_18.ra4_e3600_r224_in1k,224,25.925,74.075,44.540,55.460,11.69,0.900,bicubic,-47.647,-46.816,+179 +regnety_040.pycls_in1k,224,25.923,74.077,43.846,56.154,20.65,0.875,bicubic,-53.323,-50.820,-141 +resnext50d_32x4d.bt_in1k,288,25.921,74.079,42.952,57.048,25.05,0.950,bicubic,-54.755,-52.474,-330 +hrnet_w18_small_v2.gluon_in1k,224,25.894,74.106,43.815,56.185,15.60,0.875,bicubic,-52.308,-50.091,-43 +regnetx_016.tv2_in1k,224,25.894,74.106,43.355,56.645,9.19,0.965,bicubic,-53.546,-51.413,-173 +densenet121.ra_in1k,288,25.874,74.126,44.904,55.096,7.98,0.950,bicubic,-50.612,-48.474,+83 +resnet26t.ra2_in1k,256,25.874,74.126,43.996,56.004,16.01,0.940,bicubic,-52.004,-49.842,-15 +coat_tiny.in1k,224,25.872,74.128,43.284,56.716,5.50,0.900,bicubic,-52.570,-50.760,-66 +res2net50_26w_4s.in1k,224,25.864,74.136,43.163,56.837,25.70,0.875,bilinear,-52.130,-50.697,-28 +tresnet_m.miil_in1k_448,448,25.858,74.142,42.891,57.109,31.39,0.875,bilinear,-55.852,-52.671,-494 +fastvit_t8.apple_in1k,256,25.850,74.150,44.110,55.890,4.03,0.900,bicubic,-50.334,-48.932,+87 +ghostnetv3_100.in1k,224,25.790,74.210,44.218,55.782,8.13,0.875,bicubic,-51.147,-48.906,+52 +resnet50c.gluon_in1k,224,25.790,74.210,43.039,56.961,25.58,0.875,bicubic,-52.227,-50.913,-36 +mobilenetv3_large_100.ra4_e3600_r224_in1k,224,25.788,74.213,44.147,55.853,5.48,0.950,bicubic,-50.523,-48.695,+82 +selecsls60.in1k,224,25.748,74.252,44.065,55.935,30.67,0.875,bicubic,-52.226,-49.758,-32 +halonet26t.a1h_in1k,256,25.738,74.262,43.235,56.765,12.48,0.950,bicubic,-53.396,-51.105,-146 +cs3darknet_focus_m.c2ns_in1k,256,25.687,74.313,44.151,55.849,9.30,0.887,bicubic,-51.067,-49.399,+56 +dla60_res2net.in1k,224,25.681,74.319,43.589,56.411,20.85,0.875,bilinear,-52.799,-50.615,-82 +hardcorenas_e.miil_green_in1k,224,25.670,74.330,43.420,56.580,8.07,0.875,bilinear,-52.118,-50.352,-17 +poolformer_s12.sail_in1k,224,25.654,74.346,44.192,55.808,11.92,0.900,bicubic,-51.584,-49.346,+21 +starnet_s3.in1k,224,25.642,74.358,43.617,56.383,5.75,0.875,bicubic,-51.736,-49.999,+10 +dla60_res2next.in1k,224,25.624,74.376,43.697,56.303,17.03,0.875,bilinear,-52.864,-50.303,-91 +eca_halonext26ts.c1_in1k,256,25.546,74.454,43.221,56.779,10.76,0.940,bicubic,-53.972,-51.488,-200 +ecaresnet26t.ra2_in1k,320,25.542,74.458,43.683,56.317,16.01,0.950,bicubic,-54.358,-51.387,-248 +convnext_femto.d1_in1k,288,25.536,74.464,43.666,56.334,5.22,0.950,bicubic,-53.176,-50.770,-113 +resmlp_12_224.fb_in1k,224,25.526,74.474,44.355,55.645,15.35,0.875,bicubic,-51.134,-48.815,+50 +tf_efficientnet_lite1.in1k,240,25.526,74.474,43.614,56.386,5.42,0.882,bicubic,-51.148,-49.617,+50 +mixnet_l.ft_in1k,224,25.524,74.476,43.487,56.513,7.33,0.875,bicubic,-53.446,-50.693,-143 +resnet50.bt_in1k,224,25.514,74.486,43.141,56.859,25.56,0.875,bicubic,-52.930,-51.133,-88 +repvgg_a2.rvgg_in1k,224,25.501,74.499,43.890,56.110,28.21,0.875,bilinear,-50.987,-49.126,+59 +bat_resnext26ts.ch_in1k,256,25.501,74.499,43.214,56.786,10.73,0.900,bicubic,-52.779,-50.900,-76 +cs3darknet_focus_m.c2ns_in1k,288,25.499,74.501,43.764,56.236,9.30,0.950,bicubic,-51.787,-50.202,+6 +res2net50d.in1k,224,25.497,74.503,43.066,56.934,25.72,0.875,bilinear,-54.783,-51.962,-302 +resnext50_32x4d.tv_in1k,224,25.481,74.519,42.819,57.181,25.03,0.875,bilinear,-52.151,-50.855,-25 +mobilenetv1_100h.ra4_e3600_r224_in1k,224,25.473,74.527,43.843,56.157,5.28,0.875,bicubic,-50.191,-48.680,+81 +resnetv2_18.ra4_e3600_r224_in1k,288,25.457,74.543,44.055,55.945,11.69,1.000,bicubic,-49.907,-48.637,+96 +botnet26t_256.c1_in1k,256,25.440,74.560,42.630,57.370,12.49,0.950,bicubic,-53.816,-52.164,-179 +regnety_008_tv.tv2_in1k,224,25.420,74.580,43.436,56.564,6.43,0.965,bicubic,-53.252,-50.944,-120 +tf_mixnet_l.in1k,224,25.418,74.582,42.536,57.464,7.33,0.875,bicubic,-53.356,-51.464,-132 +resnetv2_18d.ra4_e3600_r224_in1k,288,25.404,74.596,43.652,56.348,11.71,1.000,bicubic,-50.654,-49.358,+62 +res2next50.in1k,224,25.400,74.600,42.530,57.470,24.67,0.875,bilinear,-52.838,-51.374,-83 +convnext_femto_ols.d1_in1k,288,25.395,74.606,43.149,56.851,5.23,0.950,bicubic,-53.521,-51.385,-152 +hardcorenas_b.miil_green_in1k,224,25.392,74.608,44.155,55.845,5.18,0.875,bilinear,-51.157,-48.611,+40 +resnet34.bt_in1k,224,25.392,74.608,43.080,56.920,21.80,0.875,bicubic,-49.784,-49.086,+94 +resnet18d.ra4_e3600_r224_in1k,224,25.367,74.633,43.921,56.079,11.71,0.900,bicubic,-48.989,-47.905,+119 +efficientformerv2_s0.snap_dist_in1k,224,25.361,74.639,43.931,56.069,3.60,0.950,bicubic,-50.741,-48.919,+54 +resnetv2_50x1_bit.goog_in21k_ft_in1k,448,25.355,74.645,45.361,54.639,25.55,1.000,bilinear,-55.031,-50.333,-333 +mobilenetv3_large_100.ra4_e3600_r224_in1k,256,25.341,74.659,43.923,56.077,5.48,1.000,bicubic,-51.841,-49.405,-2 +wide_resnet50_2.tv_in1k,224,25.340,74.660,42.188,57.812,68.88,0.875,bilinear,-53.147,-52.064,-115 +mobilenetv1_100h.ra4_e3600_r224_in1k,256,25.332,74.668,43.888,56.112,5.28,0.950,bicubic,-51.266,-49.384,+30 +hardcorenas_d.miil_green_in1k,224,25.332,74.668,43.174,56.826,7.50,0.875,bilinear,-52.118,-50.306,-24 +dla102.in1k,224,25.330,74.670,43.837,56.163,33.27,0.875,bilinear,-52.686,-50.157,-74 +legacy_seresnet101.in1k,224,25.326,74.674,42.811,57.189,49.33,0.875,bilinear,-53.044,-51.295,-104 +resnest14d.gluon_in1k,224,25.316,74.684,44.088,55.912,10.61,0.875,bilinear,-50.200,-48.424,+71 +selecsls60b.in1k,224,25.314,74.686,43.497,56.503,32.77,0.875,bicubic,-53.096,-50.669,-110 +regnety_032.pycls_in1k,224,25.314,74.686,42.948,57.052,19.44,0.875,bicubic,-53.588,-51.478,-164 +efficientnet_b1.ft_in1k,224,25.265,74.735,42.992,57.008,7.79,0.875,bicubic,-52.327,-50.644,-43 +legacy_seresnext50_32x4d.in1k,224,25.218,74.782,41.962,58.038,27.56,0.875,bilinear,-53.862,-52.466,-183 +ghostnetv2_130.in1k,224,25.171,74.829,43.204,56.796,8.96,0.875,bicubic,-51.575,-50.160,+15 +mixer_b16_224.goog_in21k_ft_in1k,224,25.153,74.847,41.243,58.757,59.88,0.875,bicubic,-51.463,-51.007,+19 +resnet50.a3_in1k,224,25.068,74.932,41.968,58.032,25.56,0.950,bicubic,-52.984,-51.812,-88 +eca_botnext26ts_256.c1_in1k,256,25.047,74.953,43.037,56.963,10.59,0.950,bicubic,-54.215,-51.563,-207 +efficientnet_b0.ra_in1k,224,25.017,74.983,42.791,57.209,5.29,0.875,bicubic,-52.681,-50.747,-58 +res2net50_48w_2s.in1k,224,25.015,74.985,42.223,57.777,25.29,0.875,bilinear,-52.513,-51.339,-46 +mobilenetv4_conv_small.e3600_r256_in1k,256,24.972,75.028,43.620,56.380,3.77,0.950,bicubic,-49.562,-48.320,+96 +xcit_nano_12_p8_224.fb_dist_in1k,224,24.958,75.042,43.292,56.708,3.05,1.000,bicubic,-51.372,-49.778,+29 +resnet34.gluon_in1k,224,24.954,75.046,42.294,57.706,21.80,0.875,bicubic,-49.620,-49.694,+92 +dla60.in1k,224,24.927,75.073,43.320,56.680,22.04,0.875,bilinear,-52.109,-49.752,-13 +mobilenetv2_120d.ra_in1k,224,24.919,75.081,43.039,56.961,5.83,0.875,bicubic,-52.381,-50.477,-33 +cs3darknet_m.c2ns_in1k,256,24.905,75.095,43.111,56.889,9.31,0.887,bicubic,-52.069,-50.470,-11 +convnextv2_atto.fcmae_ft_in1k,288,24.884,75.116,42.487,57.513,3.71,0.950,bicubic,-52.910,-51.241,-71 +resnet34.bt_in1k,288,24.836,75.164,42.101,57.899,21.80,0.950,bicubic,-51.670,-51.241,+16 +resnet18d.ra4_e3600_r224_in1k,288,24.828,75.171,43.147,56.853,11.71,1.000,bicubic,-51.184,-49.637,+30 +seresnet50.a3_in1k,224,24.809,75.191,42.101,57.899,28.09,0.950,bicubic,-52.227,-51.215,-18 +mobilenetv1_100.ra4_e3600_r224_in1k,256,24.805,75.195,43.479,56.521,4.23,0.950,bicubic,-51.283,-49.527,+25 +regnety_016.pycls_in1k,224,24.805,75.195,42.618,57.382,11.20,0.875,bicubic,-53.075,-51.108,-85 +mobilenetv1_100.ra4_e3600_r224_in1k,224,24.785,75.215,43.457,56.543,4.23,0.875,bicubic,-50.603,-48.853,+54 +resnet34.a3_in1k,160,24.760,75.240,42.534,57.466,21.80,0.950,bicubic,-45.820,-47.006,+153 +pit_ti_distilled_224.in1k,224,24.721,75.279,43.192,56.808,5.10,0.900,bicubic,-49.555,-48.728,+88 +seresnext26ts.ch_in1k,256,24.701,75.299,43.096,56.904,10.39,0.900,bicubic,-53.159,-50.694,-86 +eca_resnext26ts.ch_in1k,256,24.669,75.331,42.893,57.107,10.30,0.900,bicubic,-52.777,-50.681,-54 +cs3darknet_m.c2ns_in1k,288,24.622,75.378,43.005,56.995,9.31,0.950,bicubic,-53.014,-51.011,-74 +resnet50.bt_in1k,288,24.595,75.405,41.478,58.522,25.56,0.950,bicubic,-55.057,-53.430,-273 +eca_resnext26ts.ch_in1k,288,24.571,75.429,42.542,57.458,10.30,1.000,bicubic,-53.449,-51.390,-108 +tf_efficientnet_lite2.in1k,260,24.569,75.431,42.263,57.737,6.09,0.890,bicubic,-52.901,-51.493,-60 +fasternet_t1.in1k,224,24.567,75.433,42.956,57.044,7.60,1.000,bicubic,-51.355,-50.020,+24 +regnetx_016.pycls_in1k,224,24.563,75.437,42.496,57.504,9.19,0.875,bicubic,-52.373,-50.936,-24 +mobilevitv2_100.cvnets_in1k,256,24.561,75.439,42.943,57.057,4.90,0.888,bicubic,-53.527,-51.227,-117 +seresnext26ts.ch_in1k,288,24.524,75.476,42.656,57.344,10.39,1.000,bicubic,-53.768,-51.420,-135 +skresnet18.ra_in1k,224,24.485,75.515,42.561,57.439,11.96,0.875,bicubic,-48.535,-48.611,+103 +hardcorenas_a.miil_green_in1k,224,24.410,75.590,43.345,56.655,5.26,0.875,bilinear,-51.516,-49.141,+17 +tf_efficientnet_lite0.in1k,224,24.392,75.608,42.489,57.511,4.65,0.875,bicubic,-50.454,-49.691,+58 +convnext_atto.d2_in1k,224,24.369,75.631,42.359,57.641,3.70,0.875,bicubic,-51.303,-50.555,+22 +hrnet_w18.ms_aug_in1k,224,24.331,75.669,42.860,57.140,21.30,0.950,bilinear,-53.779,-51.202,-126 +mobilenetv4_conv_small.e3600_r256_in1k,320,24.298,75.702,42.673,57.327,3.77,1.000,bicubic,-51.318,-50.095,+23 +efficientvit_m4.r224_in1k,224,24.272,75.728,41.799,58.201,8.80,0.875,bicubic,-50.072,-50.161,+69 +mobilenetv4_conv_small.e2400_r224_in1k,256,24.255,75.745,42.551,57.449,3.77,0.950,bicubic,-50.389,-49.471,+58 +gcresnext26ts.ch_in1k,288,24.190,75.810,41.347,58.653,10.48,1.000,bicubic,-54.246,-52.681,-153 +convnext_zepto_rms.ra4_e3600_r224_in1k,224,24.180,75.820,41.477,58.523,2.16,0.875,bicubic,-48.640,-49.629,+99 +convnext_atto_ols.a2_in1k,224,24.164,75.836,42.052,57.948,3.70,0.875,bicubic,-51.738,-50.790,+11 +tf_efficientnet_b1.in1k,240,24.119,75.881,41.520,58.480,7.79,0.882,bicubic,-54.427,-52.462,-174 +resnet18.a1_in1k,224,24.072,75.928,40.919,59.081,11.69,0.950,bicubic,-47.432,-49.167,+119 +xcit_nano_12_p8_384.fb_dist_in1k,384,24.064,75.936,42.035,57.965,3.05,1.000,bicubic,-53.746,-51.781,-106 +resnet50.tv_in1k,224,24.064,75.936,41.329,58.671,25.56,0.875,bilinear,-52.092,-51.537,-4 +levit_conv_128s.fb_dist_in1k,224,24.037,75.963,40.985,59.015,7.78,0.900,bicubic,-52.497,-51.897,-20 +levit_128s.fb_dist_in1k,224,24.033,75.967,40.975,59.025,7.78,0.900,bicubic,-52.487,-51.895,-19 +legacy_seresnet34.in1k,224,24.017,75.983,41.909,58.091,21.96,0.875,bilinear,-50.771,-50.225,+42 +convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,24.017,75.983,41.569,58.431,2.16,0.900,bicubic,-49.217,-49.701,+82 +gcresnext26ts.ch_in1k,256,24.017,75.983,41.372,58.628,10.48,0.900,bicubic,-53.793,-52.664,-109 +xcit_nano_12_p16_384.fb_dist_in1k,384,23.991,76.009,42.278,57.722,3.05,1.000,bicubic,-51.469,-50.394,+18 +repghostnet_130.in1k,224,23.966,76.034,41.671,58.329,5.48,0.875,bicubic,-52.412,-51.227,-18 +resnet18d.ra2_in1k,224,23.944,76.056,42.282,57.718,11.71,0.875,bicubic,-48.352,-48.400,+95 +mobilenetv4_conv_small.e2400_r224_in1k,224,23.925,76.075,41.732,58.268,3.77,0.875,bicubic,-49.831,-49.698,+65 +efficientnet_lite0.ra_in1k,224,23.907,76.093,42.135,57.865,4.65,0.875,bicubic,-51.581,-50.373,+13 +resnext26ts.ra2_in1k,256,23.883,76.117,41.131,58.869,10.30,0.900,bicubic,-52.885,-52.007,-43 +efficientnet_es_pruned.in1k,224,23.870,76.130,41.999,58.001,5.44,0.875,bicubic,-51.140,-50.439,+30 +densenet121.tv_in1k,224,23.836,76.164,41.934,58.066,7.98,0.875,bicubic,-50.914,-50.224,+35 +regnetx_008.tv2_in1k,224,23.769,76.231,40.708,59.292,7.26,0.965,bicubic,-53.525,-52.956,-81 +resnet26t.ra2_in1k,320,23.742,76.258,41.355,58.645,16.01,1.000,bicubic,-54.588,-52.691,-168 +mobilenetv2_140.ra_in1k,224,23.693,76.307,41.459,58.541,6.11,0.875,bicubic,-52.835,-51.549,-34 +dla34.in1k,224,23.687,76.313,41.555,58.445,15.74,0.875,bilinear,-50.945,-50.497,+35 +mixnet_m.ft_in1k,224,23.685,76.315,41.178,58.822,5.01,0.875,bicubic,-53.583,-52.240,-82 +legacy_seresnet50.in1k,224,23.638,76.362,40.099,59.901,28.09,0.875,bilinear,-54.012,-53.633,-116 +resnext26ts.ra2_in1k,288,23.616,76.384,40.930,59.070,10.30,1.000,bicubic,-53.570,-52.540,-80 +convnext_atto.d2_in1k,288,23.612,76.388,41.093,58.907,3.70,0.950,bicubic,-53.404,-52.611,-68 +ese_vovnet19b_dw.ra_in1k,224,23.551,76.449,41.280,58.720,6.54,0.875,bicubic,-53.277,-51.996,-56 +resnet34.tv_in1k,224,23.494,76.506,41.380,58.620,21.80,0.875,bilinear,-49.804,-50.042,+60 +tf_mixnet_m.in1k,224,23.480,76.519,40.995,59.005,5.01,0.875,bicubic,-53.471,-52.169,-67 +efficientvit_m3.r224_in1k,224,23.400,76.600,40.516,59.484,6.90,0.875,bicubic,-49.994,-50.820,+55 +tf_efficientnet_em.in1k,240,23.392,76.608,40.402,59.598,6.90,0.882,bicubic,-54.736,-53.650,-163 +selecsls42b.in1k,224,23.386,76.614,40.661,59.339,32.46,0.875,bicubic,-53.798,-52.729,-86 +resnet34.a3_in1k,224,23.355,76.645,40.138,59.862,21.80,0.950,bicubic,-49.641,-50.978,+63 +repvgg_b0.rvgg_in1k,224,23.339,76.661,41.260,58.740,15.82,0.875,bilinear,-51.819,-51.150,+6 +shvit_s1.in1k,224,23.323,76.677,40.901,59.099,6.33,0.875,bicubic,-49.457,-50.123,+65 +xcit_nano_12_p16_224.fb_dist_in1k,224,23.272,76.728,41.459,58.541,3.05,1.000,bicubic,-49.046,-49.367,+71 +regnety_004.tv2_in1k,224,23.260,76.740,40.873,59.127,4.34,0.965,bicubic,-52.334,-51.833,-14 +convnext_atto_ols.a2_in1k,288,23.137,76.863,40.901,59.099,3.70,0.950,bicubic,-54.083,-52.799,-94 +mobilenetv2_110d.ra_in1k,224,23.076,76.924,40.736,59.264,4.52,0.875,bicubic,-51.980,-51.450,+6 +resnet18.a1_in1k,288,23.074,76.926,39.572,60.428,11.69,1.000,bicubic,-50.090,-51.482,+51 +vit_base_patch32_224.sam_in1k,224,23.054,76.946,39.592,60.408,88.22,0.900,bicubic,-50.650,-51.420,+39 +inception_next_atto.sail_in1k,224,23.040,76.960,40.636,59.364,4.16,0.875,bicubic,-52.308,-51.923,-8 +tinynet_b.in1k,188,23.036,76.964,40.958,59.042,3.73,0.875,bicubic,-51.910,-51.236,+5 +resnet18d.ra2_in1k,288,23.025,76.975,41.123,58.877,11.71,0.950,bicubic,-50.765,-50.711,+34 +cs3darknet_focus_s.ra4_e3600_r256_in1k,256,22.985,77.015,40.940,59.060,3.27,0.887,bicubic,-49.193,-49.890,+68 +mobilenetv4_conv_small.e1200_r224_in1k,256,22.952,77.048,41.064,58.936,3.77,0.950,bicubic,-51.330,-51.058,+21 +repghostnet_111.in1k,224,22.885,77.115,40.502,59.498,4.54,0.875,bicubic,-52.175,-51.694,-3 +mobileone_s1.apple_in1k,224,22.832,77.168,39.887,60.113,4.83,0.900,bilinear,-52.928,-52.901,-34 +starnet_s2.in1k,224,22.795,77.205,40.268,59.732,3.68,0.875,bicubic,-51.871,-51.876,+6 +deit_tiny_distilled_patch16_224.fb_in1k,224,22.714,77.286,40.785,59.215,5.91,0.900,bicubic,-51.824,-51.113,+11 +mobilenetv3_large_100.ra_in1k,224,22.691,77.309,40.710,59.290,5.48,0.875,bicubic,-53.093,-51.818,-38 +swiftformer_xs.dist_in1k,224,22.671,77.329,39.751,60.249,3.48,0.950,bicubic,-52.929,-52.563,-30 +repvgg_a1.rvgg_in1k,224,22.647,77.353,39.877,60.123,14.09,0.875,bilinear,-51.827,-51.975,+10 +mobilenetv3_rw.rmsp_in1k,224,22.636,77.365,40.415,59.585,5.48,0.875,bicubic,-52.980,-52.281,-34 +ghostnetv2_100.in1k,224,22.614,77.386,40.058,59.942,6.16,0.875,bicubic,-52.572,-52.276,-18 +mobilevit_s.cvnets_in1k,256,22.606,77.394,38.863,61.137,5.58,0.900,bicubic,-55.692,-55.305,-202 +edgenext_x_small.in1k,288,22.594,77.406,39.511,60.489,2.34,1.000,bicubic,-53.112,-53.249,-42 +tf_mobilenetv3_large_100.in1k,224,22.563,77.437,39.763,60.237,5.48,0.875,bilinear,-52.947,-52.837,-31 +tf_efficientnet_b0.in1k,224,22.555,77.445,39.594,60.406,5.29,0.875,bicubic,-53.987,-53.414,-74 +mobilenetv4_conv_small.e1200_r224_in1k,224,22.539,77.461,40.598,59.402,3.77,0.875,bicubic,-50.911,-50.742,+23 +xcit_nano_12_p8_224.fb_in1k,224,22.504,77.496,40.795,59.205,3.05,1.000,bicubic,-51.396,-51.359,+16 +tf_efficientnet_es.in1k,224,22.421,77.579,39.114,60.886,5.44,0.875,bicubic,-54.187,-54.062,-81 +hrnet_w18_small_v2.ms_in1k,224,22.372,77.628,39.893,60.107,15.60,0.875,bilinear,-52.722,-52.521,-20 +convit_tiny.fb_in1k,224,22.266,77.734,39.678,60.322,5.71,0.875,bicubic,-50.874,-52.025,+29 +regnetx_004_tv.tv2_in1k,224,22.242,77.757,39.120,60.880,5.50,0.965,bicubic,-52.354,-53.020,-6 +edgenext_x_small.in1k,256,22.188,77.812,39.054,60.946,2.34,0.900,bicubic,-52.686,-53.250,-16 +regnety_008.pycls_in1k,224,22.131,77.870,38.985,61.015,6.26,0.875,bicubic,-54.204,-54.075,-72 +ese_vovnet19b_dw.ra_in1k,288,22.095,77.905,39.482,60.518,6.54,0.950,bicubic,-55.693,-54.210,-166 +seresnext26t_32x4d.bt_in1k,224,22.020,77.980,38.505,61.495,16.81,0.875,bicubic,-55.960,-55.245,-186 +regnetx_008.pycls_in1k,224,21.979,78.021,38.924,61.076,7.26,0.875,bicubic,-53.075,-53.414,-24 +regnety_006.pycls_in1k,224,21.967,78.033,38.955,61.045,6.06,0.875,bicubic,-53.307,-53.577,-35 +semnasnet_100.rmsp_in1k,224,21.956,78.044,38.702,61.298,3.89,0.875,bicubic,-53.496,-54.156,-41 +vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,21.952,78.048,39.427,60.573,6.36,1.000,bicubic,-54.010,-53.845,-65 +resnet26d.bt_in1k,224,21.938,78.062,38.631,61.369,16.01,0.875,bicubic,-54.760,-54.525,-98 +starnet_s1.in1k,224,21.891,78.109,38.940,61.060,2.87,0.875,bicubic,-51.641,-52.564,+7 +cs3darknet_focus_s.ra4_e3600_r256_in1k,320,21.889,78.111,39.789,60.211,3.27,1.000,bicubic,-51.269,-51.669,+16 +resnet18.a2_in1k,224,21.873,78.127,38.466,61.534,11.69,0.950,bicubic,-48.761,-51.020,+54 +pit_ti_224.in1k,224,21.852,78.148,39.527,60.473,4.85,0.900,bicubic,-51.075,-51.885,+19 +pvt_v2_b0.in1k,224,21.834,78.166,40.138,59.862,3.67,0.900,bicubic,-48.820,-50.068,+51 +regnetx_006.pycls_in1k,224,21.759,78.241,38.942,61.058,6.20,0.875,bicubic,-52.145,-52.698,-4 +vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,21.702,78.298,39.323,60.677,5.79,1.000,bicubic,-56.736,-55.219,-236 +crossvit_9_240.in1k,240,21.698,78.302,39.258,60.742,8.55,0.875,bicubic,-52.296,-52.718,-9 +vgg19_bn.tv_in1k,224,21.637,78.363,39.288,60.712,143.68,0.875,bilinear,-52.593,-52.560,-14 +semnasnet_075.rmsp_in1k,224,21.594,78.406,38.950,61.050,2.91,0.875,bicubic,-51.406,-52.174,+11 +resnet18.gluon_in1k,224,21.559,78.441,38.891,61.109,11.69,0.875,bicubic,-49.285,-50.859,+43 +mobilevitv2_075.cvnets_in1k,256,21.543,78.457,38.614,61.386,2.87,0.888,bicubic,-54.069,-54.141,-65 +fbnetc_100.rmsp_in1k,224,21.529,78.471,38.156,61.844,5.57,0.875,bilinear,-53.591,-54.228,-46 +repghostnet_100.in1k,224,21.490,78.510,38.700,61.300,4.07,0.875,bicubic,-52.718,-52.850,-18 +xcit_nano_12_p16_224.fb_in1k,224,21.449,78.551,39.787,60.213,3.05,1.000,bicubic,-48.533,-49.993,+47 +mixnet_s.ft_in1k,224,21.417,78.583,38.228,61.772,4.13,0.875,bicubic,-54.583,-54.568,-84 +ghostnet_100.in1k,224,21.376,78.624,38.128,61.872,5.18,0.875,bicubic,-52.582,-53.414,-17 +mnasnet_100.rmsp_in1k,224,21.364,78.636,37.729,62.271,4.38,0.875,bicubic,-53.308,-54.379,-38 +seresnext26d_32x4d.bt_in1k,224,21.299,78.701,37.322,62.678,16.81,0.875,bicubic,-56.293,-56.292,-177 +resnet26.bt_in1k,224,21.295,78.705,38.030,61.970,16.00,0.875,bicubic,-54.003,-54.548,-59 +resnet18.fb_ssl_yfcc100m_ft_in1k,224,21.290,78.710,39.126,60.874,11.69,0.875,bilinear,-51.346,-52.290,+6 +lcnet_100.ra2_in1k,224,21.285,78.715,38.889,61.111,2.95,0.875,bicubic,-50.844,-51.487,+18 +legacy_seresnext26_32x4d.in1k,224,21.085,78.915,37.639,62.361,16.79,0.875,bicubic,-56.015,-55.619,-145 +crossvit_tiny_240.in1k,240,21.046,78.954,38.051,61.949,7.01,0.875,bicubic,-52.306,-53.855,-11 +efficientvit_m2.r224_in1k,224,21.046,78.954,37.670,62.330,4.19,0.875,bicubic,-49.750,-52.482,+30 +repvgg_a0.rvgg_in1k,224,20.993,79.007,37.601,62.399,9.11,0.875,bilinear,-51.433,-52.905,+3 +resnet18.a2_in1k,288,20.951,79.049,36.849,63.151,11.69,1.000,bicubic,-51.413,-53.771,+4 +regnetx_004.pycls_in1k,224,20.900,79.100,37.560,62.440,5.16,0.875,bicubic,-51.582,-53.280,0 +seresnext26t_32x4d.bt_in1k,288,20.865,79.135,36.364,63.636,16.81,0.950,bicubic,-57.871,-57.954,-291 +spnasnet_100.rmsp_in1k,224,20.843,79.157,37.902,62.098,4.42,0.875,bilinear,-53.243,-53.924,-33 +legacy_seresnet18.in1k,224,20.830,79.170,37.633,62.367,11.78,0.875,bicubic,-50.912,-52.707,+13 +mobilenetv2_100.ra_in1k,224,20.765,79.235,37.776,62.224,3.50,0.875,bicubic,-52.145,-53.224,-8 +tf_mixnet_s.in1k,224,20.466,79.534,36.642,63.358,4.13,0.875,bicubic,-55.190,-55.990,-89 +vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,20.460,79.540,37.574,62.426,5.72,0.900,bicubic,-54.992,-55.034,-78 +regnety_004.pycls_in1k,224,20.409,79.591,37.041,62.959,4.34,0.875,bicubic,-53.595,-54.715,-37 +tf_mobilenetv3_large_075.in1k,224,20.403,79.597,36.794,63.206,3.99,0.875,bilinear,-53.039,-54.538,-26 +hrnet_w18_small.gluon_in1k,224,20.397,79.603,37.018,62.982,13.19,0.875,bicubic,-53.537,-54.160,-36 +hrnet_w18_small.ms_in1k,224,20.360,79.640,37.090,62.910,13.19,0.875,bilinear,-51.980,-53.598,-6 +resnet26d.bt_in1k,288,20.277,79.722,36.358,63.642,16.01,0.950,bicubic,-57.144,-57.276,-184 +resnet18.tv_in1k,224,20.238,79.762,37.258,62.742,11.69,0.875,bilinear,-49.514,-51.824,+24 +mixer_l16_224.goog_in21k_ft_in1k,224,20.181,79.819,32.952,67.048,208.20,0.875,bicubic,-51.903,-54.680,0 +deit_tiny_patch16_224.fb_in1k,224,20.140,79.860,37.574,62.426,5.72,0.900,bicubic,-52.050,-53.526,-4 +tf_mobilenetv3_large_minimal_100.in1k,224,20.130,79.870,36.912,63.088,3.92,0.875,bilinear,-52.140,-53.752,-8 +seresnext26d_32x4d.bt_in1k,288,20.071,79.929,35.237,64.763,16.81,0.950,bicubic,-58.745,-59.029,-315 +efficientvit_m1.r224_in1k,224,19.975,80.025,36.481,63.519,2.98,0.875,bicubic,-48.365,-52.211,+26 +vgg16_bn.tv_in1k,224,19.963,80.037,36.324,63.676,138.37,0.875,bilinear,-53.391,-55.166,-34 +resnet26.bt_in1k,288,19.765,80.235,35.845,64.155,16.00,0.950,bicubic,-56.619,-57.333,-128 +resnet18.a3_in1k,160,19.700,80.300,35.416,64.584,11.69,0.950,bicubic,-45.970,-50.852,+36 +repghostnet_080.in1k,224,19.478,80.522,35.955,64.045,3.28,0.875,bicubic,-52.762,-54.537,-12 +vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,19.356,80.644,36.102,63.898,6.34,0.900,bicubic,-52.444,-54.708,-7 +mobileone_s0.apple_in1k,224,19.299,80.701,35.336,64.664,5.29,0.875,bilinear,-52.099,-54.528,-1 +tinynet_c.in1k,184,19.289,80.711,36.031,63.969,2.46,0.875,bicubic,-51.925,-53.715,0 +edgenext_xx_small.in1k,288,18.867,81.133,35.178,64.822,1.33,1.000,bicubic,-53.019,-55.356,-11 +edgenext_xx_small.in1k,256,18.611,81.389,34.699,65.301,1.33,0.900,bicubic,-52.521,-55.343,-1 +resnet18.a3_in1k,224,18.440,81.560,33.475,66.525,11.69,0.950,bicubic,-49.810,-54.697,+17 +efficientvit_b0.r224_in1k,224,18.438,81.562,33.243,66.757,3.41,0.950,bicubic,-52.970,-56.191,-7 +mobilevit_xs.cvnets_in1k,256,18.340,81.660,33.235,66.765,2.32,0.900,bicubic,-56.278,-59.115,-73 +lcnet_075.ra2_in1k,224,18.116,81.884,34.363,65.637,2.36,0.875,bicubic,-50.670,-54.021,+10 +mobilenetv4_conv_small_050.e3000_r224_in1k,256,17.978,82.022,34.453,65.547,2.24,0.950,bicubic,-47.848,-51.963,+23 +vgg19.tv_in1k,224,17.935,82.065,33.064,66.936,143.67,0.875,bilinear,-54.465,-57.814,-30 +vgg13_bn.tv_in1k,224,17.805,82.195,34.045,65.955,133.05,0.875,bilinear,-53.755,-56.327,-14 +mobilenetv4_conv_small_050.e3000_r224_in1k,224,17.678,82.322,33.852,66.148,2.24,0.875,bicubic,-47.100,-51.648,+25 +resnet10t.c3_in1k,176,17.650,82.350,33.520,66.480,5.44,0.875,bicubic,-49.074,-53.456,+15 +vgg16.tv_in1k,224,17.534,82.466,32.760,67.240,138.36,0.875,bilinear,-54.060,-57.638,-18 +regnety_002.pycls_in1k,224,17.448,82.552,32.465,67.535,3.16,0.875,bicubic,-52.840,-57.079,-5 +vgg11_bn.tv_in1k,224,17.397,82.603,32.952,67.048,132.87,0.875,bilinear,-52.977,-56.850,-7 +resnet14t.c3_in1k,176,17.381,82.619,32.115,67.885,10.08,0.875,bicubic,-53.937,-57.565,-16 +mobilevitv2_050.cvnets_in1k,256,17.346,82.654,33.015,66.985,1.37,0.888,bicubic,-52.810,-56.915,-7 +repghostnet_058.in1k,224,17.198,82.802,32.630,67.370,2.55,0.875,bicubic,-51.740,-55.756,-3 +regnetx_002.pycls_in1k,224,16.980,83.020,32.243,67.757,2.68,0.875,bicubic,-51.778,-56.325,-1 +mobilenetv3_small_100.lamb_in1k,224,16.850,83.150,32.520,67.480,2.54,0.875,bicubic,-50.786,-55.118,+4 +fasternet_t0.in1k,224,16.748,83.252,31.842,68.158,3.91,1.000,bicubic,-54.984,-58.232,-27 +mobilenetv2_050.lamb_in1k,224,16.721,83.279,31.897,68.103,1.97,0.875,bicubic,-49.207,-54.217,+8 +resnet10t.c3_in1k,224,16.709,83.291,32.139,67.861,5.44,0.950,bicubic,-51.645,-55.895,-4 +tinynet_d.in1k,152,16.683,83.317,32.457,67.543,2.34,0.875,bicubic,-50.253,-54.621,+2 +efficientvit_m0.r224_in1k,224,16.662,83.338,31.944,68.056,2.35,0.875,bicubic,-46.642,-53.196,+12 +mnasnet_small.lamb_in1k,224,16.640,83.360,31.877,68.123,2.03,0.875,bicubic,-49.564,-54.593,+2 +dla60x_c.in1k,224,16.316,83.684,31.752,68.249,1.32,0.875,bilinear,-51.612,-56.675,-5 +tf_mobilenetv3_small_100.in1k,224,16.273,83.727,31.119,68.881,2.54,0.875,bilinear,-51.649,-56.567,-5 +vgg13.tv_in1k,224,16.127,83.873,30.991,69.009,133.05,0.875,bilinear,-53.823,-58.271,-17 +resnet14t.c3_in1k,224,15.999,84.001,30.040,69.960,10.08,0.950,bicubic,-56.243,-60.278,-45 +vgg11.tv_in1k,224,15.715,84.285,30.470,69.530,132.86,0.875,bilinear,-53.335,-58.160,-17 +repghostnet_050.in1k,224,15.601,84.399,30.215,69.785,2.31,0.875,bicubic,-51.377,-56.721,-7 +mobilenetv3_small_075.lamb_in1k,224,14.988,85.013,29.745,70.255,2.04,0.875,bicubic,-50.297,-55.717,+1 +tf_mobilenetv3_small_075.in1k,224,14.974,85.026,29.655,70.345,2.04,0.875,bilinear,-50.732,-56.475,-2 +dla46_c.in1k,224,14.744,85.256,29.354,70.646,1.30,0.875,bilinear,-50.136,-56.976,0 +mobilevit_xxs.cvnets_in1k,256,14.565,85.435,28.725,71.275,1.27,0.900,bicubic,-54.371,-60.217,-20 +dla46x_c.in1k,224,14.402,85.598,29.236,70.764,1.07,0.875,bilinear,-51.606,-57.710,-8 +tf_mobilenetv3_small_minimal_100.in1k,224,14.257,85.743,28.666,71.334,2.04,0.875,bilinear,-48.636,-55.604,+1 +lcnet_050.ra2_in1k,224,14.239,85.761,28.527,71.473,1.88,0.875,bicubic,-48.899,-55.875,-1 +test_vit3.r160_in1k,160,13.512,86.488,28.185,71.815,0.93,0.950,bicubic,-43.396,-52.563,+2 +tinynet_e.in1k,106,12.743,87.257,26.495,73.505,2.04,0.875,bicubic,-47.131,-55.279,-1 +test_convnext3.r160_in1k,160,12.372,87.628,26.214,73.786,0.47,0.950,bicubic,-40.930,-52.112,+2 +test_convnext2.r160_in1k,160,12.290,87.710,26.462,73.538,0.48,0.950,bicubic,-41.231,-52.097,0 +mobilenetv3_small_050.lamb_in1k,224,11.046,88.954,23.480,76.519,1.59,0.875,bicubic,-46.872,-56.664,-3 +test_convnext.r160_in1k,160,10.248,89.752,23.797,76.203,0.27,0.950,bicubic,-37.526,-50.369,0 +test_resnet.r160_in1k,160,9.265,90.735,21.859,78.141,0.47,0.950,bilinear,-32.337,-46.125,+7 +test_efficientnet_evos.r160_in1k,160,8.861,91.139,19.688,80.312,0.36,0.950,bicubic,-37.643,-51.334,+1 +test_nfnet.r160_in1k,160,8.589,91.411,19.552,80.448,0.38,0.950,bicubic,-39.045,-53.328,-2 +test_efficientnet_ln.r160_in1k,160,8.277,91.723,19.081,80.919,0.36,0.950,bicubic,-35.681,-50.245,+1 +test_efficientnet_gn.r160_in1k,160,7.962,92.038,18.175,81.825,0.36,0.950,bicubic,-35.926,-50.981,+1 +test_byobnet.r160_in1k,160,7.774,92.226,17.866,82.134,0.46,0.950,bicubic,-38.084,-53.138,-2 +test_efficientnet.r160_in1k,160,7.361,92.639,17.173,82.827,0.36,0.950,bicubic,-39.145,-53.863,-5 +test_vit2.r160_in1k,160,5.608,94.392,14.058,85.942,0.46,0.950,bicubic,-36.642,-54.924,-1 +test_vit.r160_in1k,160,4.862,95.138,11.954,88.046,0.37,0.950,bicubic,-36.120,-55.429,0