model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,88.227,11.773,97.093,2.907,305.08,448,1.000,bicubic,-10.623,-2.787,+1
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,87.920,12.080,96.920,3.080,305.08,448,1.000,bicubic,-11.010,-2.990,-1
eva_giant_patch14_560.m30m_ft_in22k_in1k,87.573,12.427,96.893,3.107,"1,014.45",560,1.000,bicubic,-11.257,-3.007,+1
eva02_large_patch14_448.mim_m38m_ft_in1k,87.107,12.893,96.280,3.720,305.08,448,1.000,bicubic,-11.623,-3.590,+5
eva02_large_patch14_448.mim_in22k_ft_in1k,86.227,13.773,95.787,4.213,305.08,448,1.000,bicubic,-12.613,-4.043,-2
eva_giant_patch14_336.clip_ft_in1k,85.307,14.693,95.720,4.280,"1,013.01",336,1.000,bicubic,-13.513,-4.090,-1
eva_giant_patch14_336.m30m_ft_in22k_in1k,85.147,14.853,96.360,3.640,"1,013.01",336,1.000,bicubic,-13.663,-3.540,-1
tf_efficientnet_l2.ns_jft_in1k,84.747,15.253,96.147,3.853,480.31,800,0.960,bicubic,-13.803,-3.673,+9
regnety_1280.swag_ft_in1k,83.907,16.093,96.200,3.800,644.81,384,1.000,bicubic,-14.543,-3.610,+18
eva_large_patch14_336.in22k_ft_in22k_in1k,83.840,16.160,95.333,4.667,304.53,336,1.000,bicubic,-14.900,-4.477,-3
convnextv2_huge.fcmae_ft_in22k_in1k_512,83.827,16.173,96.173,3.827,660.29,512,1.000,bicubic,-14.773,-3.697,+4
maxvit_xlarge_tf_512.in21k_ft_in1k,83.400,16.600,95.520,4.480,475.77,512,1.000,bicubic,-15.220,-4.270,+1
tf_efficientnet_l2.ns_jft_in1k_475,83.387,16.613,95.453,4.547,480.31,475,0.936,bicubic,-15.113,-4.327,+8
eva_large_patch14_336.in22k_ft_in1k,82.760,17.240,95.507,4.493,304.53,336,1.000,bicubic,-15.970,-4.283,-6
maxvit_large_tf_512.in21k_ft_in1k,81.733,18.267,95.027,4.973,212.33,512,1.000,bicubic,-16.887,-4.773,-1
beit_large_patch16_512.in22k_ft_in22k_in1k,81.600,18.400,94.880,5.120,305.67,512,1.000,bicubic,-16.960,-4.960,0
maxvit_base_tf_512.in21k_ft_in1k,81.360,18.640,94.467,5.533,119.88,512,1.000,bicubic,-17.260,-5.333,-5
eva_giant_patch14_224.clip_ft_in1k,81.213,18.787,94.333,5.667,"1,012.56",224,0.900,bicubic,-17.247,-5.417,+8
maxvit_xlarge_tf_384.in21k_ft_in1k,81.080,18.920,94.640,5.360,475.32,384,1.000,bicubic,-17.420,-5.190,+3
convnextv2_huge.fcmae_ft_in22k_in1k_384,79.893,20.107,94.640,5.360,660.29,384,1.000,bicubic,-18.777,-5.220,-10
deit3_large_patch16_384.fb_in22k_ft_in1k,79.187,20.813,93.613,6.387,304.76,384,1.000,bicubic,-19.273,-6.147,+4
beit_large_patch16_384.in22k_ft_in22k_in1k,79.107,20.893,94.267,5.733,305.00,384,1.000,bicubic,-19.413,-5.553,-3
caformer_b36.sail_in22k_ft_in1k_384,78.360,21.640,93.453,6.547,98.75,384,1.000,bicubic,-20.090,-6.417,+5
maxvit_large_tf_384.in21k_ft_in1k,78.013,21.987,93.267,6.733,212.03,384,1.000,bicubic,-20.477,-6.483,-1
eva02_base_patch14_448.mim_in22k_ft_in1k,77.560,22.440,93.120,6.880,87.12,448,1.000,bicubic,-20.880,-6.680,+4
vit_large_patch14_clip_336.openai_ft_in12k_in1k,77.333,22.667,93.613,6.387,304.53,336,1.000,bicubic,-20.937,-6.157,+14
convnext_xxlarge.clip_laion2b_soup_ft_in1k,77.120,22.880,94.320,5.680,846.47,256,1.000,bicubic,-21.320,-5.500,+3
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,76.893,23.107,92.707,7.293,87.12,448,1.000,bicubic,-21.747,-7.093,-17
maxvit_base_tf_384.in21k_ft_in1k,76.853,23.147,92.600,7.400,119.65,384,1.000,bicubic,-21.667,-7.150,-9
beitv2_large_patch16_224.in1k_ft_in22k_in1k,76.773,23.227,93.173,6.827,304.43,224,0.950,bicubic,-21.767,-6.587,-12
eva_large_patch14_196.in22k_ft_in22k_in1k,75.533,24.467,91.760,8.240,304.14,196,1.000,bicubic,-22.897,-8.010,0
regnety_1280.swag_lc_in1k,74.587,25.413,91.680,8.320,644.81,224,0.965,bicubic,-23.063,-7.890,+77
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,74.267,25.733,90.827,9.173,116.14,384,1.000,bicubic,-23.903,-8.933,+18
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,74.240,25.760,92.253,7.747,632.46,336,1.000,bicubic,-24.180,-7.557,-1
regnety_320.swag_ft_in1k,74.200,25.800,92.960,7.040,145.05,384,1.000,bicubic,-23.860,-6.800,+29
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,73.933,26.067,91.733,8.267,196.74,384,1.000,bicubic,-24.197,-7.977,+20
eva_large_patch14_196.in22k_ft_in1k,73.133,26.867,91.427,8.573,304.14,196,1.000,bicubic,-25.227,-8.393,-2
caformer_m36.sail_in22k_ft_in1k_384,72.973,27.027,90.600,9.400,56.20,384,1.000,bicubic,-25.177,-9.150,+17
vit_large_patch14_clip_224.openai_ft_in12k_in1k,72.293,27.707,90.880,9.120,304.20,224,1.000,bicubic,-25.927,-8.840,+7
convnextv2_large.fcmae_ft_in22k_in1k_384,72.067,27.933,91.013,8.987,197.96,384,1.000,bicubic,-26.333,-8.747,-6
vit_large_patch14_clip_224.openai_ft_in1k,71.813,28.187,91.453,8.547,304.20,224,1.000,bicubic,-26.357,-8.207,+12
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,71.800,28.200,90.227,9.773,304.53,336,1.000,bicubic,-26.540,-9.533,-5
convformer_b36.sail_in22k_ft_in1k_384,71.547,28.453,90.240,9.760,99.88,384,1.000,bicubic,-26.713,-9.590,-2
vit_large_patch16_384.augreg_in21k_ft_in1k,71.227,28.773,89.773,10.227,304.72,384,1.000,bicubic,-26.993,-9.947,+1
deit3_base_patch16_384.fb_in22k_ft_in1k,71.213,28.787,89.933,10.067,86.88,384,1.000,bicubic,-26.627,-9.737,+41
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,71.200,28.800,91.320,8.680,87.92,384,1.000,bicubic,-26.920,-8.420,+11
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,70.720,29.280,90.547,9.453,200.13,384,1.000,bicubic,-27.760,-9.233,-23
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,70.680,29.320,90.400,9.600,632.05,224,1.000,bicubic,-27.620,-9.360,-10
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,70.600,29.400,89.227,10.773,73.88,384,1.000,bicubic,-27.470,-10.533,+14
caformer_s36.sail_in22k_ft_in1k_384,70.333,29.667,90.067,9.933,39.30,384,1.000,bicubic,-27.637,-9.653,+21
deit3_huge_patch14_224.fb_in22k_ft_in1k,70.253,29.747,90.707,9.293,632.13,224,1.000,bicubic,-27.917,-9.053,+1
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,69.880,30.120,90.493,9.507,200.13,320,1.000,bicubic,-28.400,-9.277,-13
swin_large_patch4_window12_384.ms_in22k_ft_in1k,69.640,30.360,89.547,10.453,196.74,384,1.000,bicubic,-28.410,-10.143,+13
volo_d5_512.sail_in1k,69.587,30.413,90.427,9.573,296.09,512,1.150,bicubic,-28.183,-9.243,+44
convnext_xlarge.fb_in22k_ft_in1k_384,69.320,30.680,89.307,10.693,350.20,384,1.000,bicubic,-29.100,-10.503,-23
caformer_b36.sail_in22k_ft_in1k,69.133,30.867,89.600,10.400,98.75,224,1.000,bicubic,-29.027,-10.180,-2
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,69.067,30.933,89.880,10.120,116.09,384,1.000,bicubic,-29.193,-9.900,-15
deit3_large_patch16_224.fb_in22k_ft_in1k,68.693,31.307,89.973,10.027,304.37,224,1.000,bicubic,-29.477,-9.757,-8
beit_large_patch16_224.in22k_ft_in22k_in1k,68.467,31.533,89.573,10.427,304.43,224,0.900,bicubic,-29.713,-10.187,-10
regnety_160.swag_ft_in1k,68.093,31.907,90.720,9.280,83.59,384,1.000,bicubic,-29.687,-8.880,+34
convnextv2_large.fcmae_ft_in22k_in1k,68.093,31.907,89.720,10.280,197.96,288,1.000,bicubic,-29.997,-10.050,0
volo_d5_448.sail_in1k,68.080,31.920,89.720,10.280,295.91,448,1.150,bicubic,-29.670,-9.830,+38
maxvit_base_tf_512.in1k,67.933,32.067,88.493,11.507,119.88,512,1.000,bicubic,-29.797,-11.117,+39
maxvit_large_tf_512.in1k,67.880,32.120,87.653,12.347,212.33,512,1.000,bicubic,-29.950,-11.907,+25
tf_efficientnetv2_xl.in21k_ft_in1k,67.800,32.200,87.347,12.653,208.12,512,1.000,bicubic,-30.100,-12.223,+15
beitv2_large_patch16_224.in1k_ft_in1k,67.640,32.360,88.667,11.333,304.43,224,0.950,bicubic,-30.270,-10.993,+10
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,67.320,32.680,88.000,12.000,196.74,256,0.900,bicubic,-30.530,-11.640,+17
vit_large_patch14_clip_336.laion2b_ft_in1k,67.093,32.907,89.493,10.507,304.53,336,1.000,bicubic,-31.127,-10.307,-21
tf_efficientnet_b7.ns_jft_in1k,67.027,32.973,88.667,11.333,66.35,600,0.949,bicubic,-30.893,-11.053,+6
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,67.013,32.987,87.973,12.027,304.20,224,1.000,bicubic,-31.057,-11.747,-8
convnext_xlarge.fb_in22k_ft_in1k,66.960,33.040,88.947,11.053,350.20,288,1.000,bicubic,-31.150,-10.833,-12
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,66.880,33.120,89.280,10.720,200.13,384,1.000,bicubic,-31.370,-10.480,-29
convformer_m36.sail_in22k_ft_in1k_384,66.840,33.160,87.813,12.187,57.05,384,1.000,bicubic,-31.200,-11.937,-5
convnextv2_base.fcmae_ft_in22k_in1k_384,66.787,33.213,88.893,11.107,88.72,384,1.000,bicubic,-31.563,-10.877,-38
volo_d4_448.sail_in1k,66.667,33.333,88.987,11.013,193.41,448,1.150,bicubic,-31.003,-10.623,+31
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,65.987,34.013,87.880,12.120,93.59,320,1.000,bicubic,-31.983,-11.820,-4
beit_base_patch16_384.in22k_ft_in22k_in1k,65.920,34.080,88.507,11.493,86.74,384,1.000,bicubic,-31.900,-11.193,+13
regnety_320.swag_lc_in1k,65.587,34.413,88.080,11.920,145.05,224,0.965,bicubic,-31.573,-11.590,+105
convnext_large.fb_in22k_ft_in1k_384,65.533,34.467,87.467,12.533,197.77,384,1.000,bicubic,-32.707,-12.283,-35
vit_huge_patch14_clip_224.laion2b_ft_in1k,65.493,34.507,87.720,12.280,632.05,224,1.000,bicubic,-32.527,-12.000,-11
volo_d3_448.sail_in1k,65.400,34.600,87.573,12.427,86.63,448,1.000,bicubic,-32.150,-11.987,+43
convnext_large.fb_in22k_ft_in1k,65.000,35.000,87.947,12.053,197.77,288,1.000,bicubic,-33.120,-11.833,-24
tf_efficientnetv2_l.in21k_ft_in1k,64.947,35.053,87.840,12.160,118.52,480,1.000,bicubic,-32.853,-11.820,+10
swin_base_patch4_window12_384.ms_in22k_ft_in1k,64.467,35.533,87.520,12.480,87.90,384,1.000,bicubic,-33.433,-12.150,-6
convnextv2_huge.fcmae_ft_in1k,64.440,35.560,87.080,12.920,660.29,288,1.000,bicubic,-33.460,-12.630,-6
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,64.187,35.813,85.520,14.480,116.14,224,0.950,bicubic,-33.623,-14.130,+6
vit_base_patch16_384.augreg_in21k_ft_in1k,63.693,36.307,86.693,13.307,86.86,384,1.000,bicubic,-34.147,-12.977,+1
maxvit_large_tf_384.in1k,63.507,36.493,85.107,14.893,212.03,384,1.000,bicubic,-34.063,-14.563,+35
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,63.307,36.693,87.507,12.493,87.92,256,0.900,bicubic,-34.353,-12.103,+18
convnextv2_base.fcmae_ft_in22k_in1k,62.893,37.107,87.667,12.333,88.72,288,1.000,bicubic,-35.167,-12.193,-25
maxvit_small_tf_512.in1k,62.853,37.147,86.307,13.693,69.13,512,1.000,bicubic,-34.897,-13.313,+10
maxvit_base_tf_384.in1k,62.613,37.387,85.187,14.813,119.65,384,1.000,bicubic,-34.957,-14.343,+30
convformer_b36.sail_in22k_ft_in1k,62.600,37.400,85.467,14.533,99.88,224,1.000,bicubic,-35.340,-14.293,-19
cait_m48_448.fb_dist_in1k,62.373,37.627,86.453,13.547,356.46,448,1.000,bicubic,-35.107,-13.147,+41
convnext_base.fb_in22k_ft_in1k_384,62.360,37.640,86.240,13.760,88.59,384,1.000,bicubic,-35.720,-13.410,-34
tf_efficientnet_b6.ns_jft_in1k,62.227,37.773,85.160,14.840,43.04,528,0.942,bicubic,-35.393,-14.390,+18
caformer_b36.sail_in1k_384,62.160,37.840,84.493,15.507,98.75,384,1.000,bicubic,-35.340,-15.147,+35
vit_base_patch8_224.augreg2_in21k_ft_in1k,62.027,37.973,85.840,14.160,86.58,224,0.900,bicubic,-35.663,-13.810,+7
convformer_s36.sail_in22k_ft_in1k_384,61.920,38.080,85.960,14.040,40.01,384,1.000,bicubic,-35.930,-13.690,-14
beitv2_base_patch16_224.in1k_ft_in22k_in1k,61.667,38.333,85.480,14.520,86.53,224,0.900,bicubic,-36.023,-14.200,+4
vit_large_r50_s32_384.augreg_in21k_ft_in1k,61.493,38.507,84.027,15.973,329.09,384,1.000,bicubic,-36.367,-15.643,-18
seresnextaa101d_32x8d.sw_in12k_ft_in1k,61.080,38.920,85.920,14.080,93.59,288,1.000,bicubic,-36.830,-13.740,-26
caformer_m36.sail_in22k_ft_in1k,61.080,38.920,84.893,15.107,56.20,224,1.000,bicubic,-36.760,-14.787,-15
swin_large_patch4_window7_224.ms_in22k_ft_in1k,61.000,39.000,85.867,14.133,196.53,224,0.900,bicubic,-36.650,-13.703,+7
convnext_base.fb_in22k_ft_in1k,60.893,39.107,86.147,13.853,88.59,288,1.000,bicubic,-36.967,-13.533,-23
resnetv2_152x4_bit.goog_in21k_ft_in1k,60.773,39.227,83.560,16.440,936.53,480,1.000,bilinear,-36.717,-16.050,+27
convnext_small.in12k_ft_in1k_384,60.733,39.267,84.960,15.040,50.22,384,1.000,bicubic,-37.067,-14.810,-13
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,60.547,39.453,86.293,13.707,200.13,256,1.000,bicubic,-37.403,-13.417,-35
deit3_large_patch16_384.fb_in1k,60.533,39.467,85.720,14.280,304.76,384,1.000,bicubic,-36.887,-13.850,+34
caformer_m36.sail_in1k_384,60.533,39.467,84.760,15.240,56.20,384,1.000,bicubic,-36.907,-14.880,+33
tf_efficientnet_b5.ns_jft_in1k,60.320,39.680,84.453,15.547,30.39,456,0.934,bicubic,-37.180,-15.127,+20
vit_base_patch16_clip_384.openai_ft_in12k_in1k,60.240,39.760,84.613,15.387,86.86,384,0.950,bicubic,-37.950,-15.047,-64
regnety_160.swag_lc_in1k,60.133,39.867,85.773,14.227,83.59,224,0.965,bicubic,-36.687,-13.877,+127
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,59.973,40.027,83.760,16.240,73.88,224,0.950,bicubic,-37.677,-15.880,-4
vit_large_patch14_clip_224.laion2b_ft_in1k,59.947,40.053,85.667,14.333,304.20,224,1.000,bicubic,-37.943,-13.983,-34
xcit_large_24_p8_384.fb_dist_in1k,59.947,40.053,85.467,14.533,188.93,384,1.000,bicubic,-37.573,-14.073,+13
coatnet_2_rw_224.sw_in12k_ft_in1k,59.520,40.480,84.227,15.773,73.87,224,0.950,bicubic,-38.000,-15.373,+11
tf_efficientnetv2_m.in21k_ft_in1k,59.413,40.587,84.560,15.440,54.14,480,1.000,bicubic,-38.407,-15.040,-27
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,59.160,40.840,84.480,15.520,116.09,224,0.950,bicubic,-38.600,-15.220,-20
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,59.147,40.853,83.280,16.720,86.86,384,1.000,bicubic,-38.843,-16.380,-50
vit_base_patch8_224.augreg_in21k_ft_in1k,58.973,41.027,82.733,17.267,86.58,224,0.900,bicubic,-38.597,-16.857,0
maxvit_tiny_tf_512.in1k,58.800,41.200,84.573,15.427,31.05,512,1.000,bicubic,-38.780,-14.987,-2
caformer_s18.sail_in22k_ft_in1k_384,58.640,41.360,85.347,14.653,26.34,384,1.000,bicubic,-38.780,-14.273,+22
volo_d2_384.sail_in1k,58.600,41.400,84.253,15.747,58.87,384,1.000,bicubic,-38.720,-15.347,+34
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,58.253,41.747,85.480,14.520,88.59,384,1.000,bicubic,-39.787,-14.210,-58
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,58.040,41.960,80.640,19.360,468.53,224,0.875,bilinear,-39.330,-19.040,+26
cait_m36_384.fb_dist_in1k,57.853,42.147,84.840,15.160,271.22,384,1.000,bicubic,-39.547,-14.670,+22
dm_nfnet_f5.dm_in1k,57.640,42.360,82.280,17.720,377.21,544,0.954,bicubic,-40.140,-17.480,-31
dm_nfnet_f6.dm_in1k,57.560,42.440,82.360,17.640,438.36,576,0.956,bicubic,-40.220,-17.290,-33
caformer_s36.sail_in1k_384,57.347,42.653,82.787,17.213,39.30,384,1.000,bicubic,-40.043,-16.753,+20
deit3_base_patch16_224.fb_in22k_ft_in1k,57.267,42.733,83.520,16.480,86.59,224,1.000,bicubic,-40.213,-16.030,+3
volo_d5_224.sail_in1k,57.107,42.893,82.733,17.267,295.46,224,0.960,bicubic,-40.273,-16.837,+19
deit3_small_patch16_384.fb_in22k_ft_in1k,57.093,42.907,83.080,16.920,22.21,384,1.000,bicubic,-40.037,-16.420,+54
convnext_base.clip_laiona_augreg_ft_in1k_384,57.080,42.920,84.773,15.227,88.59,384,1.000,bicubic,-40.540,-14.807,-19
convnextv2_large.fcmae_ft_in1k,56.880,43.120,83.467,16.533,197.96,288,1.000,bicubic,-40.780,-16.253,-27
regnety_160.lion_in12k_ft_in1k,56.733,43.267,83.440,16.560,83.59,288,1.000,bicubic,-40.717,-16.160,+2
dm_nfnet_f4.dm_in1k,56.707,43.293,81.760,18.240,316.07,512,0.951,bicubic,-40.933,-17.780,-25
xcit_medium_24_p8_384.fb_dist_in1k,56.693,43.307,83.453,16.547,84.32,384,1.000,bicubic,-40.587,-16.067,+27
maxvit_small_tf_384.in1k,56.587,43.413,82.280,17.720,69.02,384,1.000,bicubic,-40.843,-17.230,+4
regnety_160.sw_in12k_ft_in1k,56.253,43.747,82.853,17.147,83.59,288,1.000,bicubic,-41.197,-16.737,-1
convformer_m36.sail_in22k_ft_in1k,55.867,44.133,81.813,18.187,57.05,224,1.000,bicubic,-41.733,-17.807,-23
caformer_s36.sail_in22k_ft_in1k,55.813,44.187,82.120,17.880,39.30,224,1.000,bicubic,-41.787,-17.600,-23
vit_large_patch16_224.augreg_in21k_ft_in1k,55.560,44.440,80.080,19.920,304.33,224,0.900,bicubic,-42.070,-19.510,-30
convformer_b36.sail_in1k_384,55.453,44.547,81.293,18.707,99.88,384,1.000,bicubic,-42.077,-18.227,-18
vit_base_patch16_clip_384.openai_ft_in1k,54.973,45.027,82.587,17.413,86.86,384,1.000,bicubic,-42.567,-17.073,-20
vit_base_r50_s16_384.orig_in21k_ft_in1k,54.627,45.373,81.213,18.787,98.95,384,1.000,bicubic,-42.563,-18.327,+34
cait_s36_384.fb_dist_in1k,54.360,45.640,81.373,18.627,68.37,384,1.000,bicubic,-42.970,-18.167,+10
volo_d1_384.sail_in1k,54.333,45.667,81.000,19.000,26.78,384,1.000,bicubic,-42.577,-18.460,+79
deit3_huge_patch14_224.fb_in1k,54.320,45.680,82.093,17.907,632.13,224,0.900,bicubic,-42.580,-17.127,+80
xcit_small_24_p8_384.fb_dist_in1k,54.253,45.747,81.547,18.453,47.63,384,1.000,bicubic,-42.987,-18.003,+19
vit_base_patch16_clip_384.laion2b_ft_in1k,54.253,45.747,80.880,19.120,86.86,384,1.000,bicubic,-43.467,-18.750,-47
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,54.187,45.813,81.640,18.360,39.03,384,0.950,bicubic,-43.253,-17.960,-11
resnetv2_101x3_bit.goog_in21k_ft_in1k,54.027,45.973,81.027,18.973,387.93,448,1.000,bilinear,-42.953,-18.463,+62
resnetv2_152x2_bit.goog_in21k_ft_in1k,54.013,45.987,82.000,18.000,236.34,448,1.000,bilinear,-42.987,-17.590,+57
beitv2_base_patch16_224.in1k_ft_in1k,53.813,46.187,81.853,18.147,86.53,224,0.900,bicubic,-43.357,-17.617,+27
dm_nfnet_f3.dm_in1k,53.773,46.227,79.840,20.160,254.92,416,0.940,bicubic,-43.697,-19.720,-20
convformer_m36.sail_in1k_384,53.547,46.453,80.733,19.267,57.05,384,1.000,bicubic,-43.863,-18.867,-9
deit3_base_patch16_384.fb_in1k,53.413,46.587,80.533,19.467,86.88,384,1.000,bicubic,-43.617,-18.857,+50
convnext_small.in12k_ft_in1k,53.240,46.760,81.400,18.600,50.22,288,1.000,bicubic,-44.110,-18.180,-4
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,53.067,46.933,76.907,23.093,194.03,224,0.875,bilinear,-43.743,-22.693,+81
volo_d4_224.sail_in1k,52.987,47.013,80.427,19.573,192.96,224,0.960,bicubic,-44.293,-19.113,+3
xcit_large_24_p16_384.fb_dist_in1k,52.853,47.147,81.827,18.173,189.10,384,1.000,bicubic,-44.667,-17.653,-32
convnext_small.fb_in22k_ft_in1k_384,52.427,47.573,80.813,19.187,50.22,384,1.000,bicubic,-45.183,-18.787,-47
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,52.320,47.680,82.480,17.520,88.59,256,1.000,bicubic,-45.280,-17.130,-47
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,52.320,47.680,79.733,20.267,88.34,448,1.000,bicubic,-44.990,-19.747,-5
maxvit_tiny_tf_384.in1k,52.080,47.920,79.813,20.187,30.98,384,1.000,bicubic,-45.230,-19.687,-7
regnety_120.sw_in12k_ft_in1k,51.813,48.187,80.787,19.213,51.82,288,1.000,bicubic,-45.467,-18.743,-4
swin_base_patch4_window7_224.ms_in22k_ft_in1k,51.440,48.560,80.080,19.920,87.77,224,0.900,bicubic,-45.840,-19.510,-6
tf_efficientnet_b4.ns_jft_in1k,51.267,48.733,79.173,20.827,19.34,380,0.922,bicubic,-45.683,-20.087,+51
efficientnet_b5.sw_in12k_ft_in1k,51.227,48.773,78.880,21.120,30.39,448,1.000,bicubic,-46.183,-20.670,-23
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,51.213,48.787,78.240,21.760,88.79,224,0.875,bilinear,-45.997,-21.330,+5
flexivit_large.1200ep_in1k,51.200,48.800,80.640,19.360,304.36,240,0.950,bicubic,-46.210,-18.830,-27
eva02_small_patch14_336.mim_in22k_ft_in1k,51.200,48.800,79.120,20.880,22.13,336,1.000,bicubic,-45.940,-20.350,+14
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,51.120,48.880,78.533,21.467,236.34,384,1.000,bicubic,-45.710,-20.877,+64
convnext_small.fb_in22k_ft_in1k,51.067,48.933,80.920,19.080,50.22,288,1.000,bicubic,-46.293,-18.610,-22
mvitv2_large.fb_in1k,50.867,49.133,78.493,21.507,217.99,224,0.900,bicubic,-46.063,-20.907,+48
beit_base_patch16_224.in22k_ft_in22k_in1k,50.720,49.280,79.733,20.267,86.53,224,0.900,bicubic,-46.360,-19.877,+18
tf_efficientnetv2_l.in1k,50.693,49.307,77.613,22.387,118.52,480,1.000,bicubic,-46.777,-21.917,-41
vit_base_patch16_384.orig_in21k_ft_in1k,50.640,49.360,78.200,21.800,86.86,384,1.000,bicubic,-46.080,-21.280,+75
xcit_small_12_p8_384.fb_dist_in1k,50.587,49.413,79.573,20.427,26.21,384,1.000,bicubic,-46.643,-19.907,-7
convformer_s36.sail_in1k_384,50.333,49.667,78.893,21.107,40.01,384,1.000,bicubic,-46.947,-20.577,-14
convnext_tiny.in12k_ft_in1k_384,50.320,49.680,79.800,20.200,28.59,384,1.000,bicubic,-47.020,-19.800,-26
volo_d3_224.sail_in1k,50.293,49.707,78.213,21.787,86.33,224,0.960,bicubic,-46.797,-21.247,+11
flexivit_large.600ep_in1k,50.253,49.747,80.027,19.973,304.36,240,0.950,bicubic,-47.027,-19.403,-23
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,50.120,49.880,78.040,21.960,86.57,224,0.950,bicubic,-47.330,-21.500,-45
convformer_s18.sail_in22k_ft_in1k_384,50.067,49.933,80.973,19.027,26.77,384,1.000,bicubic,-47.203,-18.577,-18
vit_base_patch16_224.augreg2_in21k_ft_in1k,49.813,50.187,78.960,21.040,86.57,224,0.900,bicubic,-47.337,-20.490,-3
vit_base_patch16_clip_224.openai_ft_in12k_in1k,49.813,50.187,77.133,22.867,86.57,224,0.950,bicubic,-47.717,-22.367,-61
cait_s24_384.fb_dist_in1k,49.733,50.267,78.760,21.240,47.06,384,1.000,bicubic,-47.337,-20.670,+14
deit_base_distilled_patch16_384.fb_in1k,49.347,50.653,79.240,20.760,87.63,384,1.000,bicubic,-47.613,-20.240,+27
xcit_medium_24_p16_384.fb_dist_in1k,49.333,50.667,79.867,20.133,84.40,384,1.000,bicubic,-47.947,-19.643,-25
caformer_s18.sail_in1k_384,49.133,50.867,78.693,21.307,26.34,384,1.000,bicubic,-47.947,-20.797,+10
coat_lite_medium_384.in1k,49.093,50.907,78.600,21.400,44.57,384,1.000,bicubic,-48.057,-20.940,-8
tf_efficientnet_b8.ra_in1k,48.920,51.080,77.227,22.773,87.41,672,0.954,bicubic,-48.280,-22.273,-15
convnextv2_base.fcmae_ft_in1k,48.693,51.307,78.827,21.173,88.72,288,1.000,bicubic,-48.527,-20.713,-21
deit3_large_patch16_224.fb_in1k,48.627,51.373,78.120,21.880,304.37,224,0.900,bicubic,-48.313,-21.140,+26
caformer_b36.sail_in1k,48.533,51.467,75.667,24.333,98.75,224,1.000,bicubic,-48.457,-23.673,+16
flexivit_large.300ep_in1k,48.520,51.480,78.653,21.347,304.36,240,0.950,bicubic,-48.730,-20.837,-29
convnext_base.clip_laion2b_augreg_ft_in1k,48.453,51.547,79.827,20.173,88.59,256,1.000,bicubic,-48.787,-19.693,-28
tf_efficientnetv2_s.in21k_ft_in1k,48.427,51.573,77.867,22.133,21.46,384,1.000,bicubic,-48.303,-21.463,+52
resnest269e.in1k,48.213,51.787,74.333,25.667,110.93,416,0.928,bicubic,-48.297,-25.017,+101
deit3_medium_patch16_224.fb_in22k_ft_in1k,48.173,51.827,77.040,22.960,38.85,224,1.000,bicubic,-48.797,-22.390,+14
xcit_large_24_p8_224.fb_dist_in1k,48.160,51.840,79.093,20.907,188.93,224,1.000,bicubic,-48.910,-20.327,+1
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,47.973,52.027,76.853,23.147,88.30,384,1.000,bicubic,-49.387,-22.667,-50
regnety_2560.seer_ft_in1k,47.920,52.080,76.787,23.213,"1,282.60",384,1.000,bicubic,-49.300,-22.733,-30
regnetz_e8.ra3_in1k,47.800,52.200,76.200,23.800,57.70,320,1.000,bicubic,-49.400,-23.300,-28
convnext_tiny.in12k_ft_in1k,47.507,52.493,78.747,21.253,28.59,288,1.000,bicubic,-49.553,-20.803,-2
convformer_s36.sail_in22k_ft_in1k,47.440,52.560,77.107,22.893,40.01,224,1.000,bicubic,-49.640,-22.453,-11
resnetv2_50x3_bit.goog_in21k_ft_in1k,47.307,52.693,77.333,22.667,217.32,448,1.000,bilinear,-49.403,-22.147,+47
vit_base_patch16_clip_224.openai_ft_in1k,47.200,52.800,77.547,22.453,86.57,224,0.900,bicubic,-49.880,-21.923,-10
xcit_large_24_p8_224.fb_in1k,47.160,52.840,74.480,25.520,188.93,224,1.000,bicubic,-49.240,-24.510,+106
xcit_small_24_p16_384.fb_dist_in1k,46.987,53.013,77.160,22.840,47.67,384,1.000,bicubic,-50.133,-22.290,-23
tf_efficientnet_b8.ap_in1k,46.893,53.107,76.533,23.467,87.41,672,0.954,bicubic,-50.217,-23.127,-23
convnext_large.fb_in1k,46.813,53.187,76.627,23.373,197.77,288,1.000,bicubic,-50.287,-22.883,-21
dm_nfnet_f2.dm_in1k,46.653,53.347,74.813,25.187,193.78,352,0.920,bicubic,-50.447,-24.637,-23
efficientnetv2_rw_m.agc_in1k,46.293,53.707,75.720,24.280,53.24,416,1.000,bicubic,-50.687,-23.810,-2
swinv2_base_window16_256.ms_in1k,46.213,53.787,75.173,24.827,87.92,256,0.900,bicubic,-50.537,-24.177,+32
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,46.120,53.880,72.240,27.760,194.03,224,0.875,bilinear,-50.480,-27.290,+65
caformer_m36.sail_in1k,46.080,53.920,74.533,25.467,56.20,224,1.000,bicubic,-50.810,-24.997,+13
volo_d2_224.sail_in1k,46.067,53.933,75.253,24.747,58.68,224,0.960,bicubic,-50.933,-24.137,-8
vit_small_patch16_384.augreg_in21k_ft_in1k,45.880,54.120,76.747,23.253,22.20,384,1.000,bicubic,-50.820,-22.683,+38
ecaresnet269d.ra2_in1k,45.853,54.147,75.067,24.933,102.09,352,1.000,bicubic,-51.227,-24.543,-21
convnextv2_tiny.fcmae_ft_in22k_in1k_384,45.773,54.227,76.973,23.027,28.64,384,1.000,bicubic,-51.467,-22.637,-51
vit_small_r26_s32_384.augreg_in21k_ft_in1k,45.707,54.293,76.040,23.960,36.47,384,1.000,bicubic,-50.973,-23.040,+45
tf_efficientnet_b7.ap_in1k,45.387,54.613,74.200,25.800,66.35,600,0.949,bicubic,-51.803,-25.360,-44
swin_base_patch4_window12_384.ms_in1k,45.333,54.667,74.360,25.640,87.90,384,1.000,bicubic,-51.247,-24.810,+60
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,45.320,54.680,70.907,29.093,88.79,224,0.875,bilinear,-51.010,-28.443,+102
xcit_medium_24_p8_224.fb_dist_in1k,45.227,54.773,76.760,23.240,84.32,224,1.000,bicubic,-51.693,-22.640,-2
eca_nfnet_l2.ra3_in1k,44.987,55.013,75.880,24.120,56.72,384,1.000,bicubic,-52.093,-23.630,-30
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,44.787,55.213,73.747,26.253,41.72,224,0.950,bicubic,-51.853,-25.413,+46
maxxvit_rmlp_small_rw_256.sw_in1k,44.600,55.400,75.040,24.960,66.01,256,0.950,bicubic,-52.200,-24.340,+11
crossvit_18_dagger_408.in1k,44.280,55.720,73.813,26.187,44.61,408,1.000,bicubic,-52.260,-25.547,+64
resnest200e.in1k,44.133,55.867,73.493,26.507,70.20,320,0.909,bicubic,-52.477,-25.857,+49
seresnextaa101d_32x8d.ah_in1k,43.973,56.027,73.347,26.653,93.59,288,1.000,bicubic,-52.987,-25.903,-16
cait_xs24_384.fb_dist_in1k,43.947,56.053,75.160,24.840,26.67,384,1.000,bicubic,-52.593,-24.260,+58
mvitv2_base.fb_in1k,43.747,56.253,74.507,25.493,51.47,224,0.900,bicubic,-53.013,-24.753,+11
resnetrs200.tf_in1k,43.733,56.267,72.827,27.173,93.21,320,1.000,bicubic,-52.967,-26.543,+25
rexnetr_300.sw_in12k_ft_in1k,43.653,56.347,76.547,23.453,34.81,288,1.000,bicubic,-53.187,-22.963,-1
tresnet_xl.miil_in1k_448,43.493,56.507,72.413,27.587,78.44,448,0.875,bilinear,-52.487,-26.637,+162
caformer_s18.sail_in22k_ft_in1k,43.333,56.667,74.947,25.053,26.34,224,1.000,bicubic,-53.377,-24.603,+17
xcit_small_12_p16_384.fb_dist_in1k,43.307,56.693,73.933,26.067,26.25,384,1.000,bicubic,-53.613,-25.457,-16
vit_base_patch16_224.augreg_in21k_ft_in1k,43.280,56.720,72.920,27.080,86.57,224,0.900,bicubic,-53.610,-26.510,-11
swin_small_patch4_window7_224.ms_in22k_ft_in1k,43.227,56.773,76.187,23.813,49.61,224,0.900,bicubic,-53.253,-23.203,+61
resnetrs420.tf_in1k,43.147,56.853,70.453,29.547,191.89,416,1.000,bicubic,-53.763,-29.067,-16
vit_base_patch32_clip_384.openai_ft_in12k_in1k,43.080,56.920,73.253,26.747,88.30,384,0.950,bicubic,-54.030,-26.247,-54
edgenext_base.in21k_ft_in1k,43.040,56.960,75.440,24.560,18.51,320,1.000,bicubic,-53.690,-23.980,+4
coatnet_rmlp_2_rw_224.sw_in1k,43.040,56.960,71.707,28.293,73.88,224,0.950,bicubic,-53.500,-27.593,+51
xcit_medium_24_p8_224.fb_in1k,43.040,56.960,70.320,29.680,84.32,224,1.000,bicubic,-53.050,-28.570,+128
tf_efficientnet_b7.ra_in1k,42.987,57.013,73.173,26.827,66.35,600,0.949,bicubic,-54.023,-26.347,-39
tf_efficientnetv2_m.in1k,42.800,57.200,72.600,27.400,54.14,480,1.000,bicubic,-54.410,-26.930,-73
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,42.693,57.307,74.360,25.640,38.86,256,0.950,bicubic,-53.977,-25.010,+21
hrnet_w48_ssld.paddle_in1k,42.600,57.400,72.133,27.867,77.47,288,1.000,bilinear,-54.430,-27.257,-45
dm_nfnet_f1.dm_in1k,42.547,57.453,71.560,28.440,132.63,320,0.910,bicubic,-54.483,-28.080,-44
xcit_tiny_24_p8_384.fb_dist_in1k,42.453,57.547,72.853,27.147,12.11,384,1.000,bicubic,-54.077,-26.417,+44
gcvit_base.in1k,42.440,57.560,73.773,26.227,90.32,224,0.875,bicubic,-54.130,-25.687,+36
swinv2_small_window16_256.ms_in1k,42.360,57.640,72.867,27.133,49.73,256,0.900,bicubic,-54.110,-26.333,+50
maxvit_rmlp_small_rw_224.sw_in1k,42.227,57.773,72.373,27.627,64.90,224,0.900,bicubic,-54.353,-26.877,+32
convformer_s18.sail_in1k_384,42.120,57.880,74.453,25.547,26.77,384,1.000,bicubic,-54.920,-24.927,-52
convnextv2_tiny.fcmae_ft_in22k_in1k,42.093,57.907,75.747,24.253,28.64,288,1.000,bicubic,-54.757,-23.713,-24
maxvit_base_tf_224.in1k,41.987,58.013,70.093,29.907,119.47,224,0.950,bicubic,-54.963,-29.487,-39
convnext_base.fb_in1k,41.947,58.053,73.987,26.013,88.59,288,1.000,bicubic,-54.883,-25.463,-22
xcit_small_24_p8_224.fb_dist_in1k,41.907,58.093,73.653,26.347,47.63,224,1.000,bicubic,-54.963,-25.827,-30
crossvit_15_dagger_408.in1k,41.907,58.093,72.027,27.973,28.50,408,1.000,bicubic,-54.483,-27.323,+58
resnetaa101d.sw_in12k_ft_in1k,41.893,58.107,72.387,27.613,44.57,288,1.000,bicubic,-54.807,-26.973,-1
maxvit_large_tf_224.in1k,41.880,58.120,68.653,31.347,211.79,224,0.950,bicubic,-55.080,-30.737,-46
xcit_small_24_p8_224.fb_in1k,41.800,58.200,71.093,28.907,47.63,224,1.000,bicubic,-54.610,-28.057,+50
vit_large_r50_s32_224.augreg_in21k_ft_in1k,41.640,58.360,70.240,29.760,328.99,224,0.900,bicubic,-55.150,-29.100,-23
vit_base_patch16_clip_224.laion2b_ft_in1k,41.613,58.387,73.613,26.387,86.57,224,1.000,bicubic,-55.517,-25.847,-80
swinv2_base_window8_256.ms_in1k,41.547,58.453,72.427,27.573,87.92,256,0.900,bicubic,-54.983,-26.893,+30
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,41.533,58.467,71.707,28.293,44.18,224,0.875,bilinear,-54.887,-27.443,+42
deit3_small_patch16_224.fb_in22k_ft_in1k,41.227,58.773,71.893,28.107,22.06,224,1.000,bicubic,-55.433,-27.437,+3
maxvit_rmlp_tiny_rw_256.sw_in1k,41.173,58.827,71.187,28.813,29.15,256,0.950,bicubic,-55.247,-28.193,+41
regnety_1280.seer_ft_in1k,41.147,58.853,71.200,28.800,644.81,384,1.000,bicubic,-55.713,-28.190,-39
seresnext101d_32x8d.ah_in1k,41.147,58.853,70.920,29.080,93.59,288,1.000,bicubic,-55.553,-28.560,-10
convnext_tiny.fb_in22k_ft_in1k_384,41.053,58.947,72.533,27.467,28.59,384,1.000,bicubic,-56.027,-26.977,-77
caformer_s36.sail_in1k,41.040,58.960,70.880,29.120,39.30,224,1.000,bicubic,-55.650,-28.480,-10
davit_base.msft_in1k,40.880,59.120,72.747,27.253,87.95,224,0.950,bicubic,-56.060,-26.593,-54
tf_efficientnet_b6.ap_in1k,40.800,59.200,71.640,28.360,43.04,528,0.942,bicubic,-56.280,-27.780,-82
flexivit_base.1200ep_in1k,40.613,59.387,72.320,27.680,86.59,240,0.950,bicubic,-56.127,-27.040,-29
convformer_b36.sail_in1k,40.453,59.547,69.440,30.560,99.88,224,1.000,bicubic,-56.447,-30.040,-50
resmlp_big_24_224.fb_in22k_ft_in1k,40.373,59.627,74.800,25.200,129.14,224,0.875,bicubic,-56.247,-24.470,-2
deit3_small_patch16_384.fb_in1k,40.347,59.653,70.333,29.667,22.21,384,1.000,bicubic,-55.853,-28.967,+67
tresnet_l.miil_in1k_448,40.213,59.787,69.920,30.080,55.99,448,0.875,bilinear,-55.647,-29.280,+140
deit_base_patch16_384.fb_in1k,40.200,59.800,70.800,29.200,86.86,384,1.000,bicubic,-55.960,-28.440,+75
regnetz_040_h.ra3_in1k,40.000,60.000,71.320,28.680,28.94,320,1.000,bicubic,-56.700,-27.970,-27
resnetrs350.tf_in1k,39.973,60.027,68.907,31.093,163.96,384,1.000,bicubic,-56.777,-30.463,-38
flexivit_base.600ep_in1k,39.933,60.067,71.880,28.120,86.59,240,0.950,bicubic,-56.717,-27.450,-12
regnetz_d8.ra3_in1k,39.907,60.093,71.707,28.293,23.37,320,1.000,bicubic,-56.713,-27.743,-8
swin_s3_base_224.ms_in1k,39.853,60.147,70.467,29.533,71.13,224,0.900,bicubic,-56.387,-28.733,+51
flexivit_base.300ep_in1k,39.533,60.467,71.000,29.000,86.59,240,0.950,bicubic,-57.087,-28.510,-9
seresnext101_32x8d.ah_in1k,39.520,60.480,69.480,30.520,93.57,288,1.000,bicubic,-57.250,-29.870,-45
gcvit_small.in1k,39.413,60.587,70.480,29.520,51.09,224,0.875,bicubic,-56.867,-28.660,+44
regnetz_d8_evos.ch_in1k,39.360,60.640,71.427,28.573,23.46,320,1.000,bicubic,-57.210,-27.803,-3
deit3_base_patch16_224.fb_in1k,39.173,60.827,70.933,29.067,86.59,224,0.900,bicubic,-57.127,-28.247,+40
volo_d1_224.sail_in1k,39.013,60.987,70.267,29.733,26.63,224,0.960,bicubic,-57.307,-29.043,+37
vit_large_patch32_384.orig_in21k_ft_in1k,38.920,61.080,68.933,31.067,306.63,384,1.000,bicubic,-56.910,-30.237,+133
resnetv2_101x1_bit.goog_in21k_ft_in1k,38.907,61.093,71.040,28.960,44.54,448,1.000,bilinear,-57.193,-28.230,+76
mvitv2_small.fb_in1k,38.773,61.227,70.413,29.587,34.87,224,0.900,bicubic,-57.597,-28.787,+24
regnetz_040.ra3_in1k,38.747,61.253,70.440,29.560,27.12,320,1.000,bicubic,-57.973,-29.060,-44
coat_lite_medium.in1k,38.600,61.400,71.093,28.907,44.57,224,0.900,bicubic,-57.870,-28.147,+7
xcit_small_12_p8_224.fb_dist_in1k,38.280,61.720,71.373,28.627,26.21,224,1.000,bicubic,-58.420,-27.987,-40
tf_efficientnet_b7.aa_in1k,38.133,61.867,69.333,30.667,66.35,600,0.949,bicubic,-58.407,-29.927,-8
resnet200d.ra2_in1k,38.133,61.867,68.573,31.427,64.69,320,1.000,bicubic,-58.597,-30.847,-49
davit_small.msft_in1k,38.120,61.880,70.747,29.253,49.75,224,0.950,bicubic,-58.510,-28.593,-27
focalnet_base_srf.ms_in1k,37.827,62.173,69.733,30.267,88.15,224,0.900,bicubic,-58.733,-29.407,-13
focalnet_base_lrf.ms_in1k,37.787,62.213,68.573,31.427,88.75,224,0.900,bicubic,-58.663,-30.727,+5
convformer_m36.sail_in1k,37.760,62.240,67.293,32.707,57.05,224,1.000,bicubic,-58.920,-32.287,-36
swinv2_small_window8_256.ms_in1k,37.733,62.267,69.853,30.147,49.73,256,0.900,bicubic,-58.537,-29.357,+29
xcit_large_24_p16_224.fb_dist_in1k,37.653,62.347,71.613,28.387,189.10,224,1.000,bicubic,-59.147,-27.737,-67
seresnet152d.ra2_in1k,37.653,62.347,69.493,30.507,66.84,320,1.000,bicubic,-59.117,-29.947,-64
maxvit_small_tf_224.in1k,37.560,62.440,67.947,32.053,68.93,224,0.950,bicubic,-59.130,-31.413,-44
xcit_small_12_p8_224.fb_in1k,37.547,62.453,68.173,31.827,26.21,224,1.000,bicubic,-58.563,-30.987,+60
eca_nfnet_l1.ra2_in1k,37.533,62.467,70.933,29.067,41.41,320,1.000,bicubic,-59.167,-28.447,-48
twins_svt_large.in1k,37.213,62.787,69.213,30.787,99.27,224,0.900,bicubic,-59.037,-29.957,+24
regnetz_d32.ra3_in1k,37.160,62.840,70.480,29.520,27.58,320,0.950,bicubic,-59.430,-28.900,-30
vit_base_patch32_384.augreg_in21k_ft_in1k,37.107,62.893,69.800,30.200,88.30,384,1.000,bicubic,-59.383,-29.610,-13
regnety_064.ra3_in1k,37.013,62.987,68.107,31.893,30.58,288,1.000,bicubic,-59.347,-31.123,+7
swin_s3_small_224.ms_in1k,36.933,63.067,68.253,31.747,49.74,224,0.900,bicubic,-59.297,-30.827,+25
efficientnetv2_rw_s.ra2_in1k,36.840,63.160,68.320,31.680,23.94,384,1.000,bicubic,-59.700,-30.780,-25
resnext101_64x4d.c1_in1k,36.840,63.160,66.627,33.373,83.46,288,1.000,bicubic,-59.240,-32.603,+57
regnety_160.deit_in1k,36.827,63.173,69.120,30.880,83.59,288,1.000,bicubic,-59.523,-30.060,+5
pit_b_distilled_224.in1k,36.720,63.280,68.093,31.907,74.79,224,0.900,bicubic,-59.510,-31.017,+20
convnext_small.fb_in1k,36.707,63.293,71.067,28.933,50.22,288,1.000,bicubic,-59.813,-28.273,-23
pvt_v2_b4.in1k,36.627,63.373,68.653,31.347,62.56,224,0.900,bicubic,-59.723,-30.677,+3
pvt_v2_b5.in1k,36.280,63.720,68.427,31.573,81.96,224,0.900,bicubic,-60.080,-30.813,0
cait_xxs36_384.fb_dist_in1k,36.267,63.733,67.733,32.267,17.37,384,1.000,bicubic,-59.563,-31.417,+104
regnety_640.seer_ft_in1k,36.120,63.880,68.307,31.693,281.38,384,1.000,bicubic,-60.730,-31.113,-91
nest_base_jx.goog_in1k,36.053,63.947,66.747,33.253,67.72,224,0.875,bicubic,-60.187,-32.383,+11
coatnet_1_rw_224.sw_in1k,35.973,64.027,67.133,32.867,41.72,224,0.950,bicubic,-60.057,-31.997,+63
maxvit_tiny_rw_224.sw_in1k,35.960,64.040,65.573,34.427,29.06,224,0.950,bicubic,-60.280,-33.577,+11
cs3se_edgenet_x.c2ns_in1k,35.653,64.347,67.827,32.173,50.72,320,1.000,bicubic,-60.797,-31.573,-23
sequencer2d_l.in1k,35.600,64.400,67.360,32.640,54.30,224,0.875,bicubic,-60.550,-31.800,+30
swin_base_patch4_window7_224.ms_in1k,35.560,64.440,68.160,31.840,87.77,224,0.900,bicubic,-60.560,-30.900,+37
regnety_080.ra3_in1k,35.547,64.453,67.213,32.787,39.18,288,1.000,bicubic,-60.973,-32.107,-33
tf_efficientnet_b3.ns_jft_in1k,35.520,64.480,67.773,32.227,12.23,300,0.904,bicubic,-60.870,-31.617,-16
tf_efficientnet_b6.aa_in1k,35.133,64.867,67.747,32.253,43.04,528,0.942,bicubic,-61.537,-31.743,-63
resnetrs270.tf_in1k,34.960,65.040,65.453,34.547,129.86,352,1.000,bicubic,-61.730,-33.897,-69
gcvit_tiny.in1k,34.947,65.053,66.893,33.107,28.22,224,0.875,bicubic,-61.233,-32.297,+15
tf_efficientnet_b5.ap_in1k,34.813,65.187,67.480,32.520,30.39,456,0.934,bicubic,-61.867,-31.980,-69
xcit_tiny_12_p8_384.fb_dist_in1k,34.653,65.347,66.293,33.707,6.71,384,1.000,bicubic,-61.427,-32.567,+39
vit_base_patch16_224_miil.in21k_ft_in1k,34.533,65.467,64.973,35.027,86.54,224,0.875,bilinear,-61.917,-34.337,-31
xcit_medium_24_p16_224.fb_dist_in1k,34.333,65.667,67.880,32.120,84.40,224,1.000,bicubic,-62.267,-31.390,-58
resnet152d.ra2_in1k,34.280,65.720,65.947,34.053,60.21,320,1.000,bicubic,-62.110,-33.213,-25
deit3_medium_patch16_224.fb_in1k,34.253,65.747,66.027,33.973,38.85,224,0.900,bicubic,-61.817,-33.163,+38
coat_small.in1k,34.187,65.813,66.133,33.867,21.69,224,0.900,bicubic,-61.723,-33.017,+71
tresnet_m.miil_in1k_448,34.093,65.907,64.507,35.493,31.39,448,0.875,bilinear,-60.897,-33.953,+233
resmlp_big_24_224.fb_distilled_in1k,34.053,65.947,69.573,30.427,129.14,224,0.875,bicubic,-62.397,-29.547,-38
regnetv_064.ra3_in1k,34.000,66.000,67.880,32.120,30.58,288,1.000,bicubic,-62.410,-31.480,-33
xcit_tiny_24_p16_384.fb_dist_in1k,33.827,66.173,65.400,34.600,12.12,384,1.000,bicubic,-62.113,-33.810,+61
caformer_s18.sail_in1k,33.707,66.293,65.400,34.600,26.34,224,1.000,bicubic,-62.433,-33.770,+15
pvt_v2_b3.in1k,33.640,66.360,67.680,32.320,45.24,224,0.900,bicubic,-62.350,-31.510,+48
focalnet_small_srf.ms_in1k,33.520,66.480,65.907,34.093,49.89,224,0.900,bicubic,-62.550,-33.383,+32
coatnet_rmlp_1_rw_224.sw_in1k,33.507,66.493,65.573,34.427,41.69,224,0.950,bicubic,-62.453,-33.617,+54
convformer_s18.sail_in22k_ft_in1k,33.453,66.547,68.280,31.720,26.77,224,1.000,bicubic,-63.177,-31.070,-76
resnet152.a1h_in1k,33.427,66.573,63.453,36.547,60.19,288,1.000,bicubic,-62.773,-35.767,-5
twins_pcpvt_large.in1k,33.373,66.627,67.933,32.067,60.99,224,0.900,bicubic,-62.767,-31.427,+8
convformer_s36.sail_in1k,33.333,66.667,63.840,36.160,40.01,224,1.000,bicubic,-63.247,-35.400,-69
focalnet_small_lrf.ms_in1k,33.227,66.773,67.067,32.933,50.34,224,0.900,bicubic,-62.953,-32.163,-4
twins_svt_base.in1k,33.200,66.800,65.720,34.280,56.07,224,0.900,bicubic,-62.960,-33.330,+1
pit_b_224.in1k,33.160,66.840,62.360,37.640,73.76,224,0.900,bicubic,-62.460,-36.310,+99
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,33.027,66.973,65.120,34.880,25.03,224,0.875,bilinear,-62.833,-33.950,+59
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,33.027,66.973,64.240,35.760,236.34,224,0.875,bicubic,-63.093,-35.000,+7
mobilevitv2_200.cvnets_in22k_ft_in1k_384,32.987,67.013,65.493,34.507,18.45,384,1.000,bicubic,-63.073,-33.587,+23
convnextv2_nano.fcmae_ft_in22k_in1k_384,32.947,67.053,67.173,32.827,15.62,384,1.000,bicubic,-63.423,-32.227,-43
regnety_320.seer_ft_in1k,32.947,67.053,66.347,33.653,145.05,384,1.000,bicubic,-63.383,-33.083,-35
swinv2_cr_small_ns_224.sw_in1k,32.893,67.107,65.947,34.053,49.70,224,0.900,bicubic,-63.287,-33.173,-11
xception65.ra3_in1k,32.733,67.267,62.987,37.013,39.92,299,0.940,bicubic,-63.627,-36.183,-44
xcit_large_24_p16_224.fb_in1k,32.733,67.267,62.067,37.933,189.10,224,1.000,bicubic,-62.697,-36.563,+137
ecaresnet101d.miil_in1k,32.707,67.293,65.973,34.027,44.57,288,0.950,bicubic,-63.513,-33.337,-25
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,32.640,67.360,63.987,36.013,194.03,224,0.875,bilinear,-63.150,-35.173,+65
swin_small_patch4_window7_224.ms_in1k,32.573,67.427,65.347,34.653,49.61,224,0.900,bicubic,-63.357,-33.803,+43
mobilevitv2_175.cvnets_in22k_ft_in1k_384,32.480,67.520,64.747,35.253,14.25,384,1.000,bicubic,-63.700,-34.393,-16
tf_efficientnetv2_b3.in21k_ft_in1k,32.333,67.667,66.133,33.867,14.36,300,0.900,bicubic,-63.887,-33.097,-27
nest_small_jx.goog_in1k,32.280,67.720,63.747,36.253,38.35,224,0.875,bicubic,-63.690,-35.283,+30
convnext_tiny_hnf.a2h_in1k,32.227,67.773,62.893,37.107,28.59,288,1.000,bicubic,-63.793,-36.247,+21
resnext101_64x4d.tv_in1k,32.160,67.840,64.227,35.773,83.46,224,0.875,bilinear,-63.870,-34.833,+14
vit_base_patch16_224.orig_in21k_ft_in1k,32.053,67.947,61.627,38.373,86.57,224,0.900,bicubic,-63.287,-37.373,+143
convnextv2_tiny.fcmae_ft_in1k,32.027,67.973,67.067,32.933,28.64,288,1.000,bicubic,-64.163,-32.263,-26
maxvit_nano_rw_256.sw_in1k,31.933,68.067,64.187,35.813,15.45,256,0.950,bicubic,-63.987,-34.823,+36
tf_efficientnet_b5.ra_in1k,31.813,68.187,65.280,34.720,30.39,456,0.934,bicubic,-64.517,-34.030,-49
swinv2_cr_small_224.sw_in1k,31.733,68.267,62.547,37.453,49.70,224,0.900,bicubic,-64.347,-36.593,-1
rexnetr_200.sw_in12k_ft_in1k,31.720,68.280,67.640,32.360,16.52,288,1.000,bicubic,-64.500,-31.620,-37
swinv2_tiny_window16_256.ms_in1k,31.707,68.293,65.667,34.333,28.35,256,0.900,bicubic,-64.223,-33.353,+30
regnetz_c16_evos.ch_in1k,31.507,68.493,66.320,33.680,13.49,320,0.950,bicubic,-64.633,-32.680,-21
resnest101e.in1k,31.427,68.573,64.333,35.667,48.28,256,0.875,bilinear,-64.433,-34.767,+37
maxvit_rmlp_nano_rw_256.sw_in1k,31.400,68.600,63.413,36.587,15.50,256,0.950,bicubic,-64.570,-35.737,+19
regnety_320.tv2_in1k,31.360,68.640,64.827,35.173,145.05,224,0.965,bicubic,-64.720,-34.413,-9
maxxvit_rmlp_nano_rw_256.sw_in1k,31.333,68.667,64.360,35.640,16.78,256,0.950,bicubic,-64.707,-34.900,0
regnetv_040.ra3_in1k,31.293,68.707,64.693,35.307,20.64,288,1.000,bicubic,-64.897,-34.557,-38
crossvit_base_240.in1k,31.267,68.733,61.293,38.707,105.03,240,0.875,bicubic,-64.253,-37.577,+87
cait_s24_224.fb_dist_in1k,31.187,68.813,64.573,35.427,46.92,224,1.000,bicubic,-65.233,-34.897,-77
convnext_nano.in12k_ft_in1k,31.107,68.893,67.333,32.667,15.59,288,1.000,bicubic,-64.883,-31.987,+6
efficientnet_b4.ra2_in1k,30.880,69.120,64.667,35.333,19.34,384,1.000,bicubic,-65.270,-34.523,-32
regnety_040.ra3_in1k,30.627,69.373,63.827,36.173,20.65,288,1.000,bicubic,-65.393,-35.243,-1
maxvit_tiny_tf_224.in1k,30.587,69.413,62.773,37.227,30.92,224,0.950,bicubic,-65.513,-36.507,-22
crossvit_18_240.in1k,30.587,69.413,61.920,38.080,43.27,240,0.875,bicubic,-64.853,-37.200,+105
sequencer2d_m.in1k,30.560,69.440,62.987,37.013,38.31,224,0.875,bicubic,-65.250,-36.223,+36
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,30.560,69.440,62.053,37.947,88.22,224,0.900,bicubic,-65.570,-37.167,-31
xcit_small_24_p16_224.fb_dist_in1k,30.547,69.453,64.733,35.267,47.67,224,1.000,bicubic,-65.673,-34.477,-52
crossvit_18_dagger_240.in1k,30.520,69.480,61.800,38.200,44.27,240,0.875,bicubic,-65.050,-37.260,+63
maxxvitv2_nano_rw_256.sw_in1k,30.440,69.560,63.707,36.293,23.70,256,0.950,bicubic,-65.460,-35.463,+17
mvitv2_tiny.fb_in1k,30.173,69.827,64.320,35.680,24.17,224,0.900,bicubic,-65.687,-34.800,+23
xcit_medium_24_p16_224.fb_in1k,30.173,69.827,59.307,40.693,84.40,224,1.000,bicubic,-65.367,-39.473,+68
rexnet_300.nav_in1k,30.013,69.987,63.920,36.080,34.71,224,0.875,bicubic,-65.827,-35.210,+22
cait_xxs24_384.fb_dist_in1k,30.013,69.987,63.907,36.093,12.03,384,1.000,bicubic,-65.267,-35.103,+126
tf_efficientnet_b5.aa_in1k,29.973,70.027,63.080,36.920,30.39,456,0.934,bicubic,-66.497,-36.070,-101
convnext_tiny.fb_in1k,29.960,70.040,65.120,34.880,28.59,288,1.000,bicubic,-65.830,-34.060,+29
twins_pcpvt_base.in1k,29.933,70.067,64.627,35.373,43.83,224,0.900,bicubic,-65.837,-34.353,+29
cs3sedarknet_x.c2ns_in1k,29.933,70.067,62.000,38.000,35.40,288,1.000,bicubic,-66.087,-37.190,-13
resnet50.fb_swsl_ig1b_ft_in1k,29.827,70.173,63.853,36.147,25.56,224,0.875,bilinear,-65.573,-35.247,+100
mobilevitv2_150.cvnets_in22k_ft_in1k_384,29.800,70.200,62.147,37.853,10.59,384,1.000,bicubic,-65.890,-36.993,+38
vit_relpos_base_patch16_clsgap_224.sw_in1k,29.733,70.267,62.880,37.120,86.43,224,0.900,bicubic,-66.037,-36.250,+28
resnet152.a1_in1k,29.720,70.280,57.280,42.720,60.19,288,1.000,bicubic,-65.780,-41.800,+73
convnextv2_nano.fcmae_ft_in22k_in1k,29.693,70.307,65.920,34.080,15.62,288,1.000,bicubic,-66.367,-33.300,-29
deit_base_distilled_patch16_224.fb_in1k,29.587,70.413,64.387,35.613,87.34,224,0.900,bicubic,-66.503,-34.803,-40
convit_base.fb_in1k,29.520,70.480,61.747,38.253,86.54,224,0.875,bicubic,-66.030,-37.373,+51
vit_relpos_medium_patch16_cls_224.sw_in1k,29.307,70.693,60.587,39.413,38.76,224,0.900,bicubic,-66.163,-38.363,+75
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,29.293,70.707,66.107,33.893,28.29,224,0.900,bicubic,-66.217,-32.883,+60
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,29.120,70.880,61.000,39.000,88.79,224,0.875,bilinear,-66.390,-38.120,+60
davit_tiny.msft_in1k,29.107,70.893,63.573,36.427,28.36,224,0.950,bicubic,-66.553,-35.477,+34
tf_efficientnetv2_s.in1k,29.040,70.960,61.200,38.800,21.46,384,1.000,bicubic,-67.300,-38.000,-93
edgenext_base.usi_in1k,29.027,70.973,64.907,35.093,18.51,320,1.000,bicubic,-67.673,-34.593,-162
xception65p.ra3_in1k,28.987,71.013,59.907,40.093,39.82,299,0.940,bicubic,-67.223,-39.273,-76
convnext_tiny.fb_in22k_ft_in1k,28.987,71.013,55.600,44.400,28.59,288,1.000,bicubic,-65.853,-43.110,+181
resnet101d.ra2_in1k,28.973,71.027,62.080,37.920,44.57,320,1.000,bicubic,-67.317,-37.150,-90
resnetv2_101.a1h_in1k,28.933,71.067,59.867,40.133,44.54,288,1.000,bicubic,-67.107,-39.303,-37
resnetrs152.tf_in1k,28.893,71.107,60.507,39.493,86.62,320,1.000,bicubic,-67.687,-38.613,-140
regnety_160.tv2_in1k,28.867,71.133,61.613,38.387,83.59,224,0.965,bicubic,-67.103,-37.357,-25
vit_relpos_medium_patch16_224.sw_in1k,28.853,71.147,61.973,38.027,38.75,224,0.900,bicubic,-66.607,-36.937,+64
xcit_tiny_24_p8_224.fb_dist_in1k,28.707,71.293,61.373,38.627,12.11,224,1.000,bicubic,-67.103,-37.737,+2
xcit_tiny_24_p8_224.fb_in1k,28.653,71.347,60.440,39.560,12.11,224,1.000,bicubic,-67.007,-38.590,+22
crossvit_15_dagger_240.in1k,28.547,71.453,60.293,39.707,28.21,240,0.875,bicubic,-67.133,-38.537,+19
cs3edgenet_x.c2_in1k,28.520,71.480,61.147,38.853,47.82,288,1.000,bicubic,-67.530,-37.993,-46
pvt_v2_b2_li.in1k,28.480,71.520,62.000,38.000,22.55,224,0.900,bicubic,-67.080,-37.030,+31
xcit_small_24_p16_224.fb_in1k,28.333,71.667,58.707,41.293,47.67,224,1.000,bicubic,-67.207,-40.013,+35
efficientformerv2_l.snap_dist_in1k,28.253,71.747,61.907,38.093,26.32,224,0.950,bicubic,-67.817,-37.213,-53
resnet101.a1h_in1k,28.160,71.840,59.387,40.613,44.55,288,1.000,bicubic,-67.860,-39.723,-43
efficientformer_l7.snap_dist_in1k,28.000,72.000,63.013,36.987,82.23,224,0.950,bicubic,-68.110,-36.257,-67
flexivit_small.1200ep_in1k,27.813,72.187,58.627,41.373,22.06,240,0.950,bicubic,-67.737,-40.253,+27
resnetaa50d.sw_in12k_ft_in1k,27.800,72.200,62.253,37.747,25.58,288,1.000,bicubic,-68.030,-36.837,-12
pvt_v2_b2.in1k,27.613,72.387,60.733,39.267,25.36,224,0.900,bicubic,-67.867,-38.267,+49
regnetz_c16.ra3_in1k,27.573,72.427,62.720,37.280,13.46,320,1.000,bicubic,-68.367,-36.500,-30
resnext101_32x8d.tv2_in1k,27.573,72.427,59.827,40.173,88.79,224,0.965,bilinear,-68.377,-39.073,-35
vit_base_patch16_384.augreg_in1k,27.560,72.440,57.253,42.747,86.86,384,1.000,bicubic,-67.380,-41.637,+141
coat_lite_small.in1k,27.507,72.493,58.507,41.493,19.84,224,0.900,bicubic,-68.033,-40.573,+24
deit_base_patch16_224.fb_in1k,27.400,72.600,58.880,41.120,86.57,224,0.900,bicubic,-68.050,-40.210,+50
vit_relpos_base_patch16_224.sw_in1k,27.320,72.680,61.147,38.853,86.43,224,0.900,bicubic,-68.240,-37.843,+17
resnetv2_50x1_bit.goog_in21k_ft_in1k,27.307,72.693,62.853,37.147,25.55,448,1.000,bilinear,-67.703,-36.127,+127
regnety_080_tv.tv2_in1k,27.267,72.733,61.533,38.467,39.38,224,0.965,bicubic,-68.593,-37.717,-25
coatnet_bn_0_rw_224.sw_in1k,27.213,72.787,61.280,38.720,27.44,224,0.950,bicubic,-68.487,-37.770,-2
xcit_small_12_p16_224.fb_dist_in1k,27.147,72.853,59.800,40.200,26.25,224,1.000,bicubic,-68.883,-39.360,-60
dm_nfnet_f0.dm_in1k,27.080,72.920,58.307,41.693,71.49,256,0.900,bicubic,-69.230,-41.013,-119
vit_small_patch16_224.augreg_in21k_ft_in1k,27.040,72.960,59.240,40.760,22.05,224,0.900,bicubic,-68.330,-39.700,+62
coatnet_0_rw_224.sw_in1k,27.027,72.973,59.387,40.613,27.44,224,0.950,bicubic,-68.413,-39.663,+47
sequencer2d_s.in1k,26.867,73.133,60.640,39.360,27.65,224,0.875,bicubic,-69.113,-38.490,-53
flexivit_small.600ep_in1k,26.853,73.147,57.267,42.733,22.06,240,0.950,bicubic,-68.817,-41.793,-4
tresnet_v2_l.miil_in21k_ft_in1k,26.707,73.293,59.827,40.173,46.17,224,0.875,bilinear,-69.453,-39.443,-99
gcvit_xtiny.in1k,26.693,73.307,60.907,39.093,19.98,224,0.875,bicubic,-68.897,-38.133,+4
mobilevitv2_200.cvnets_in22k_ft_in1k,26.653,73.347,59.400,40.600,18.45,256,0.888,bicubic,-68.507,-39.550,+89
swin_s3_tiny_224.ms_in1k,26.520,73.480,60.347,39.653,28.33,224,0.900,bicubic,-68.660,-38.603,+83
coatnet_rmlp_nano_rw_224.sw_in1k,26.467,73.533,60.547,39.453,15.15,224,0.900,bicubic,-68.963,-38.493,+43
swinv2_tiny_window8_256.ms_in1k,26.387,73.613,60.480,39.520,28.35,256,0.900,bicubic,-69.103,-38.310,+25
tf_efficientnet_b4.aa_in1k,26.293,73.707,60.093,39.907,19.34,380,0.922,bicubic,-69.607,-38.957,-46
regnetx_320.tv2_in1k,26.267,73.733,58.133,41.867,107.81,224,0.965,bicubic,-69.723,-40.967,-64
deit3_small_patch16_224.fb_in1k,26.240,73.760,54.493,45.507,22.06,224,0.900,bicubic,-68.750,-44.487,+115
nfnet_l0.ra2_in1k,26.227,73.773,61.760,38.240,35.07,288,1.000,bicubic,-69.893,-37.510,-98
tf_efficientnet_b4.ap_in1k,26.227,73.773,60.240,39.760,19.34,380,0.922,bicubic,-69.933,-38.900,-111
coatnext_nano_rw_224.sw_in1k,26.227,73.773,59.613,40.387,14.70,224,0.900,bicubic,-69.203,-39.397,+37
regnety_032.ra_in1k,26.173,73.827,61.013,38.987,19.44,288,1.000,bicubic,-69.787,-38.147,-63
ecaresnet50t.ra2_in1k,26.120,73.880,60.013,39.987,25.57,320,0.950,bicubic,-69.400,-38.797,+4
fbnetv3_g.ra2_in1k,26.093,73.907,61.080,38.920,16.62,288,0.950,bilinear,-69.417,-38.120,+9
mobilevitv2_175.cvnets_in22k_ft_in1k,26.013,73.987,58.520,41.480,14.25,256,0.888,bicubic,-69.207,-40.280,+66
flexivit_small.300ep_in1k,25.893,74.107,57.067,42.933,22.06,240,0.950,bicubic,-69.607,-41.713,+11
visformer_small.in1k,25.853,74.147,58.933,41.067,40.22,224,0.900,bicubic,-69.637,-40.167,+14
vit_small_patch16_384.augreg_in1k,25.773,74.227,57.613,42.387,22.20,384,1.000,bicubic,-69.517,-41.387,+53
convformer_s18.sail_in1k,25.680,74.320,57.960,42.040,26.77,224,1.000,bicubic,-70.270,-41.120,-67
halo2botnet50ts_256.a1h_in1k,25.573,74.427,56.827,43.173,22.64,256,0.950,bicubic,-69.847,-42.193,+29
vit_relpos_medium_patch16_rpn_224.sw_in1k,25.520,74.480,58.667,41.333,38.73,224,0.900,bicubic,-69.980,-40.463,+5
coat_mini.in1k,25.507,74.493,57.707,42.293,10.34,224,0.900,bicubic,-69.463,-41.373,+104
crossvit_15_240.in1k,25.453,74.547,57.600,42.400,27.53,240,0.875,bicubic,-69.697,-41.360,+71
vit_srelpos_medium_patch16_224.sw_in1k,25.373,74.627,58.427,41.573,38.74,224,0.900,bicubic,-69.867,-40.443,+52
resnet101.a1_in1k,25.253,74.747,55.120,44.880,44.55,288,1.000,bicubic,-70.267,-43.730,-6
resnetv2_50x1_bit.goog_distilled_in1k,25.200,74.800,59.653,40.347,25.55,224,0.875,bicubic,-70.930,-39.627,-117
convit_small.fb_in1k,25.147,74.853,57.293,42.707,27.78,224,0.875,bicubic,-70.063,-41.607,+55
xcit_small_12_p16_224.fb_in1k,25.107,74.893,56.080,43.920,26.25,224,1.000,bicubic,-70.313,-42.760,+22
vit_base_patch16_rpn_224.sw_in1k,25.080,74.920,58.693,41.307,86.54,224,0.900,bicubic,-70.310,-40.167,+27
gc_efficientnetv2_rw_t.agc_in1k,25.067,74.933,57.720,42.280,13.68,288,1.000,bicubic,-70.673,-41.460,-43
resnet152.a2_in1k,25.053,74.947,54.307,45.693,60.19,288,1.000,bicubic,-70.437,-44.593,+1
eca_nfnet_l0.ra2_in1k,24.813,75.187,60.053,39.947,24.14,288,1.000,bicubic,-71.127,-39.057,-78
xception41p.ra3_in1k,24.787,75.213,55.253,44.747,26.91,299,0.940,bicubic,-70.723,-43.657,-9
tnt_s_patch16_224,24.707,75.293,58.173,41.827,23.76,224,0.900,bicubic,-70.333,-40.657,+78
convnext_nano_ols.d1h_in1k,24.547,75.453,57.027,42.973,15.65,288,1.000,bicubic,-70.593,-41.823,+64
xcit_tiny_12_p16_384.fb_dist_in1k,24.453,75.547,57.080,42.920,6.72,384,1.000,bicubic,-70.677,-41.940,+64
cs3darknet_x.c2ns_in1k,24.387,75.613,57.760,42.240,35.05,288,1.000,bicubic,-71.463,-41.410,-68
efficientnetv2_rw_t.ra2_in1k,24.293,75.707,57.387,42.613,13.65,288,1.000,bicubic,-71.307,-41.683,-35
swinv2_cr_tiny_ns_224.sw_in1k,24.147,75.853,58.187,41.813,28.33,224,0.900,bicubic,-71.223,-40.953,+20
eva02_tiny_patch14_336.mim_in22k_ft_in1k,24.133,75.867,55.427,44.573,5.76,336,1.000,bicubic,-70.777,-43.453,+93
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,24.120,75.880,57.387,42.613,44.18,224,0.875,bilinear,-71.320,-41.333,0
twins_svt_small.in1k,24.093,75.907,57.160,42.840,24.06,224,0.900,bicubic,-71.097,-41.720,+42
coatnet_nano_rw_224.sw_in1k,24.093,75.907,57.147,42.853,15.14,224,0.900,bicubic,-71.147,-41.843,+37
tf_efficientnet_b5.in1k,24.080,75.920,58.333,41.667,30.39,456,0.934,bicubic,-71.990,-40.867,-120
vit_small_r26_s32_224.augreg_in21k_ft_in1k,24.067,75.933,56.213,43.787,36.43,224,0.900,bicubic,-71.573,-42.977,-47
tf_efficientnet_b2.ns_jft_in1k,24.040,75.960,57.320,42.680,9.11,260,0.890,bicubic,-71.730,-41.800,-64
mobilevitv2_150.cvnets_in22k_ft_in1k,24.013,75.987,55.920,44.080,10.59,256,0.888,bicubic,-71.127,-42.860,+49
vit_relpos_small_patch16_224.sw_in1k,24.000,76.000,58.160,41.840,21.98,224,0.900,bicubic,-71.150,-40.770,+44
convnext_nano.d1h_in1k,24.000,76.000,56.200,43.800,15.59,288,1.000,bicubic,-71.350,-42.720,+14
cs3sedarknet_l.c2ns_in1k,23.960,76.040,58.760,41.240,21.91,288,0.950,bicubic,-71.350,-40.370,+16
ecaresnet50d.miil_in1k,23.933,76.067,58.760,41.240,25.58,288,0.950,bicubic,-71.517,-40.080,-13
poolformer_m48.sail_in1k,23.867,76.133,57.160,42.840,73.47,224,0.950,bicubic,-71.763,-42.080,-51
vit_small_patch32_384.augreg_in21k_ft_in1k,23.773,76.227,57.267,42.733,22.92,384,1.000,bicubic,-71.257,-41.723,+60
lamhalobotnet50ts_256.a1h_in1k,23.613,76.387,55.320,44.680,22.57,256,0.950,bicubic,-71.547,-43.780,+38
nasnetalarge.tf_in1k,23.493,76.507,55.000,45.000,88.75,331,0.911,bicubic,-72.197,-43.930,-62
crossvit_small_240.in1k,23.427,76.573,56.813,43.187,26.86,240,0.875,bicubic,-71.423,-42.197,+87
levit_conv_384.fb_dist_in1k,23.387,76.613,56.413,43.587,39.13,224,0.900,bicubic,-72.143,-42.637,-42
levit_384.fb_dist_in1k,23.387,76.613,56.387,43.613,39.13,224,0.900,bicubic,-72.143,-42.673,-42
seresnext50_32x4d.racm_in1k,23.360,76.640,57.453,42.547,27.56,288,0.950,bicubic,-72.380,-41.567,-73
pnasnet5large.tf_in1k,23.333,76.667,53.627,46.373,86.06,331,0.911,bicubic,-72.377,-45.403,-70
focalnet_tiny_srf.ms_in1k,23.267,76.733,58.333,41.667,28.43,224,0.900,bicubic,-72.233,-40.627,-36
efficientnet_b3.ra2_in1k,23.200,76.800,55.987,44.013,12.23,320,1.000,bicubic,-72.520,-43.053,-74
wide_resnet50_2.racm_in1k,23.187,76.813,56.000,44.000,68.88,288,0.950,bicubic,-72.443,-42.940,-64
pit_s_distilled_224.in1k,23.160,76.840,57.107,42.893,24.04,224,0.900,bicubic,-71.980,-41.623,+31
hrnet_w18_ssld.paddle_in1k,23.147,76.853,55.160,44.840,21.30,288,1.000,bilinear,-72.843,-44.150,-125
efficientformer_l3.snap_dist_in1k,23.133,76.867,57.147,42.853,31.41,224,0.950,bicubic,-72.457,-42.013,-62
nest_tiny_jx.goog_in1k,23.107,76.893,56.200,43.800,17.06,224,0.875,bicubic,-72.133,-42.710,+10
focalnet_tiny_lrf.ms_in1k,23.080,76.920,58.560,41.440,28.65,224,0.900,bicubic,-72.380,-40.400,-31
resnet61q.ra2_in1k,23.013,76.987,55.760,44.240,36.85,288,1.000,bicubic,-72.767,-43.230,-89
regnetx_160.tv2_in1k,22.987,77.013,56.333,43.667,54.28,224,0.965,bicubic,-72.893,-42.757,-108
resmlp_big_24_224.fb_in1k,22.893,77.107,54.280,45.720,129.14,224,0.875,bicubic,-71.787,-44.220,+96
vit_srelpos_small_patch16_224.sw_in1k,22.880,77.120,55.747,44.253,21.97,224,0.900,bicubic,-72.150,-43.203,+42
halonet50ts.a1h_in1k,22.867,77.133,54.013,45.987,22.73,256,0.940,bicubic,-72.273,-44.877,+25
resnetv2_50d_evos.ah_in1k,22.853,77.147,55.173,44.827,25.59,288,1.000,bicubic,-72.777,-43.937,-74
vit_base_patch32_clip_224.laion2b_ft_in1k,22.853,77.147,55.013,44.987,88.22,224,0.900,bicubic,-72.667,-44.097,-57
tf_efficientnet_b4.in1k,22.773,77.227,57.080,42.920,19.34,380,0.922,bicubic,-73.047,-41.970,-102
poolformerv2_m48.sail_in1k,22.760,77.240,55.733,44.267,73.35,224,1.000,bicubic,-73.010,-43.307,-93
twins_pcpvt_small.in1k,22.707,77.293,56.827,43.173,24.11,224,0.900,bicubic,-72.503,-42.053,+5
convnextv2_nano.fcmae_ft_in1k,22.653,77.347,58.307,41.693,15.62,288,1.000,bicubic,-73.147,-40.783,-102
poolformer_m36.sail_in1k,22.587,77.413,55.373,44.627,56.17,224,0.950,bicubic,-72.803,-43.567,-23
vit_base_patch32_clip_224.openai_ft_in1k,22.560,77.440,55.333,44.667,88.22,224,0.900,bicubic,-72.550,-43.597,+22
vit_base_patch32_224.augreg_in21k_ft_in1k,22.427,77.573,54.027,45.973,88.22,224,0.900,bicubic,-72.583,-45.033,+37
resnetv2_50d_gn.ah_in1k,22.307,77.693,55.000,45.000,25.57,288,1.000,bicubic,-73.173,-43.950,-49
ecaresnet101d_pruned.miil_in1k,22.267,77.733,56.213,43.787,24.88,288,0.950,bicubic,-73.493,-42.967,-99
wide_resnet101_2.tv2_in1k,22.160,77.840,54.973,45.027,126.89,224,0.965,bilinear,-73.380,-43.887,-74
ecaresnet50t.a1_in1k,22.093,77.907,53.680,46.320,25.57,288,1.000,bicubic,-73.317,-45.330,-35
xcit_tiny_12_p8_224.fb_dist_in1k,22.067,77.933,54.267,45.733,6.71,224,1.000,bicubic,-73.023,-44.643,+20
resnext50_32x4d.a1h_in1k,22.027,77.973,54.080,45.920,25.03,288,1.000,bicubic,-73.423,-44.760,-48
res2net101d.in1k,21.853,78.147,51.680,48.320,45.23,224,0.875,bilinear,-72.967,-47.090,+60
tresnet_m.miil_in21k_ft_in1k,21.667,78.333,53.853,46.147,31.39,224,0.875,bilinear,-74.043,-45.067,-101
efficientformerv2_s2.snap_dist_in1k,21.533,78.467,54.240,45.760,12.71,224,0.950,bicubic,-73.827,-44.690,-31
resnet50_gn.a1h_in1k,21.400,78.600,54.067,45.933,25.56,288,0.950,bicubic,-73.850,-44.933,-17
maxvit_rmlp_pico_rw_256.sw_in1k,21.240,78.760,51.920,48.080,7.52,256,0.950,bicubic,-73.390,-46.840,+83
convmixer_1536_20.in1k,21.213,78.787,55.507,44.493,51.63,224,0.960,bicubic,-73.867,-43.523,+14
swin_tiny_patch4_window7_224.ms_in1k,21.173,78.827,55.933,44.067,28.29,224,0.900,bicubic,-73.967,-42.927,+1
resnet101.a2_in1k,21.173,78.827,51.920,48.080,44.55,288,1.000,bicubic,-74.237,-47.020,-43
pit_s_224.in1k,21.080,78.920,53.627,46.373,23.46,224,0.900,bicubic,-73.490,-45.073,+93
xcit_tiny_12_p8_224.fb_in1k,20.960,79.040,52.467,47.533,6.71,224,1.000,bicubic,-73.730,-46.193,+67
resnet51q.ra2_in1k,20.920,79.080,55.680,44.320,35.70,288,1.000,bilinear,-74.950,-43.440,-137
poolformerv2_m36.sail_in1k,20.920,79.080,53.120,46.880,56.08,224,1.000,bicubic,-74.480,-46.180,-44
resnetrs101.tf_in1k,20.867,79.133,52.827,47.173,63.62,288,0.940,bicubic,-74.563,-46.163,-56
deit_small_distilled_patch16_224.fb_in1k,20.733,79.267,55.133,44.867,22.44,224,0.900,bicubic,-73.977,-43.897,+61
sebotnet33ts_256.a1h_in1k,20.720,79.280,48.733,51.267,13.70,256,0.940,bicubic,-73.890,-49.777,+83
regnety_032.tv2_in1k,20.560,79.440,54.360,45.640,19.44,224,0.965,bicubic,-74.750,-44.550,-36
resnet152.tv2_in1k,20.493,79.507,52.333,47.667,60.19,224,0.965,bilinear,-75.007,-46.627,-77
ecaresnetlight.miil_in1k,20.467,79.533,53.413,46.587,30.16,288,0.950,bicubic,-74.823,-45.617,-36
resnest50d_4s2x40d.in1k,20.387,79.613,52.773,47.227,30.42,224,0.875,bicubic,-74.583,-46.007,+18
resnetaa50.a1h_in1k,20.067,79.933,51.947,48.053,25.56,288,1.000,bicubic,-75.133,-46.973,-24
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,20.040,79.960,53.560,46.440,25.03,224,0.875,bilinear,-74.820,-45.300,+31
haloregnetz_b.ra3_in1k,20.013,79.987,49.987,50.013,11.68,224,0.940,bicubic,-74.677,-48.843,+56
regnetz_b16.ra3_in1k,19.813,80.187,52.853,47.147,9.72,288,1.000,bicubic,-75.357,-46.227,-23
xcit_nano_12_p8_384.fb_dist_in1k,19.787,80.213,50.587,49.413,3.05,384,1.000,bicubic,-73.733,-47.943,+205
resnext50_32x4d.a1_in1k,19.733,80.267,50.173,49.827,25.03,288,1.000,bicubic,-75.087,-48.427,+37
tresnet_xl.miil_in1k,19.653,80.347,53.160,46.840,78.44,224,0.875,bilinear,-75.787,-45.630,-72
senet154.gluon_in1k,19.320,80.680,47.600,52.400,115.09,224,0.875,bicubic,-75.600,-51.160,+17
rexnet_200.nav_in1k,19.227,80.773,52.627,47.373,16.37,224,0.875,bicubic,-75.713,-46.383,+11
levit_conv_256.fb_dist_in1k,19.187,80.813,50.067,49.933,18.89,224,0.900,bicubic,-75.833,-48.863,0
levit_256.fb_dist_in1k,19.173,80.827,50.107,49.893,18.89,224,0.900,bicubic,-75.847,-48.773,-2
lambda_resnet50ts.a1h_in1k,19.147,80.853,49.240,50.760,21.54,256,0.950,bicubic,-75.623,-49.450,+33
repvgg_b3.rvgg_in1k,19.080,80.920,50.307,49.693,123.09,224,0.875,bilinear,-75.470,-48.403,+72
mixer_b16_224.miil_in21k_ft_in1k,19.040,80.960,51.213,48.787,59.88,224,0.875,bilinear,-76.260,-47.667,-53
legacy_senet154.in1k,19.040,80.960,47.960,52.040,115.09,224,0.875,bilinear,-76.030,-50.870,-11
resnet50d.a1_in1k,18.960,81.040,48.813,51.187,25.58,288,1.000,bicubic,-75.770,-49.937,+38
seresnext101_64x4d.gluon_in1k,18.933,81.067,49.213,50.787,88.23,224,0.875,bicubic,-75.997,-49.617,+5
deit_small_patch16_224.fb_in1k,18.893,81.107,51.387,48.613,22.05,224,0.900,bicubic,-75.477,-47.313,+93
mobilevitv2_200.cvnets_in1k,18.893,81.107,50.520,49.480,18.45,256,0.888,bicubic,-75.947,-48.010,+20
gcvit_xxtiny.in1k,18.787,81.213,53.307,46.693,12.00,224,0.875,bicubic,-75.633,-45.583,+86
edgenext_small.usi_in1k,18.680,81.320,53.600,46.400,5.59,320,1.000,bicubic,-76.720,-45.270,-74
tf_efficientnet_b1.ns_jft_in1k,18.640,81.360,51.760,48.240,7.79,240,0.882,bicubic,-76.520,-47.200,-40
regnetx_080.tv2_in1k,18.573,81.427,50.333,49.667,39.57,224,0.965,bicubic,-76.527,-48.497,-24
ecaresnet50t.a2_in1k,18.533,81.467,48.773,51.227,25.57,288,1.000,bicubic,-76.817,-50.087,-70
poolformer_s36.sail_in1k,18.493,81.507,52.187,47.813,30.86,224,0.900,bicubic,-76.587,-46.723,-23
wide_resnet50_2.tv2_in1k,18.467,81.533,52.453,47.547,68.88,224,0.965,bilinear,-76.403,-46.457,+5
cait_xxs36_224.fb_dist_in1k,18.307,81.693,49.480,50.520,17.30,224,1.000,bicubic,-75.963,-49.230,+97
cs3darknet_l.c2ns_in1k,18.293,81.707,51.840,48.160,21.16,288,0.950,bicubic,-76.827,-47.140,-34
seresnet50.ra2_in1k,18.293,81.707,51.253,48.747,28.09,288,0.950,bicubic,-77.037,-47.757,-72
sehalonet33ts.ra2_in1k,18.227,81.773,47.733,52.267,13.69,256,0.940,bicubic,-76.533,-50.837,+17
ese_vovnet39b.ra_in1k,18.200,81.800,49.880,50.120,24.57,288,0.950,bicubic,-76.670,-49.060,+1
tf_efficientnet_lite4.in1k,18.133,81.867,50.707,49.293,13.01,380,0.920,bilinear,-76.747,-48.313,-2
vit_tiny_patch16_384.augreg_in21k_ft_in1k,18.013,81.987,50.320,49.680,5.79,384,1.000,bicubic,-75.637,-48.270,+163
gcresnet50t.ra2_in1k,17.880,82.120,49.413,50.587,25.90,288,1.000,bicubic,-77.360,-49.567,-63
resnet50d.ra2_in1k,17.853,82.147,50.240,49.760,25.58,288,0.950,bicubic,-77.157,-48.790,-22
mobilevitv2_175.cvnets_in1k,17.787,82.213,49.747,50.253,14.25,256,0.888,bicubic,-77.103,-49.113,-9
resnest50d_1s4x24d.in1k,17.640,82.360,49.760,50.240,25.68,224,0.875,bicubic,-77.090,-49.220,+12
resnetv2_50.a1h_in1k,17.573,82.427,49.813,50.187,25.55,288,1.000,bicubic,-77.277,-49.057,0
resnet50.c2_in1k,17.533,82.467,49.760,50.240,25.56,288,1.000,bicubic,-77.387,-49.050,-15
resnest50d.in1k,17.360,82.640,50.720,49.280,27.48,224,0.875,bilinear,-77.490,-48.160,-3
convnext_pico.d1_in1k,17.347,82.653,50.200,49.800,9.05,288,0.950,bicubic,-77.413,-48.510,+5
seresnext101_32x4d.gluon_in1k,17.333,82.667,46.373,53.627,48.96,224,0.875,bicubic,-77.557,-52.447,-13
efficientnet_el.ra_in1k,17.320,82.680,50.027,49.973,10.59,300,0.904,bicubic,-77.800,-48.943,-48
inception_v4.tf_in1k,17.293,82.707,45.867,54.133,42.68,299,0.875,bicubic,-77.077,-52.713,+68
tf_efficientnet_b3.ap_in1k,17.227,82.773,49.693,50.307,12.23,300,0.904,bicubic,-78.093,-49.207,-87
gcresnext50ts.ch_in1k,17.173,82.827,48.107,51.893,15.67,288,1.000,bicubic,-77.687,-50.703,-12
xcit_tiny_24_p16_224.fb_dist_in1k,17.160,82.840,47.507,52.493,12.12,224,1.000,bicubic,-77.380,-51.293,+44
regnetx_032.tv2_in1k,17.067,82.933,48.107,51.893,15.30,224,0.965,bicubic,-77.593,-50.743,+15
xception71.tf_in1k,17.027,82.973,45.560,54.440,42.34,299,0.903,bicubic,-77.273,-53.090,+73
regnety_016.tv2_in1k,16.973,83.027,49.827,50.173,11.20,224,0.965,bicubic,-77.547,-48.993,+43
tf_efficientnet_b3.aa_in1k,16.973,83.027,49.293,50.707,12.23,300,0.904,bicubic,-78.027,-49.617,-37
cs3darknet_focus_l.c2ns_in1k,16.960,83.040,50.493,49.507,21.15,288,0.950,bicubic,-78.200,-48.387,-69
convnextv2_pico.fcmae_ft_in1k,16.907,83.093,50.307,49.693,9.07,288,0.950,bicubic,-78.323,-48.613,-80
resmlp_36_224.fb_distilled_in1k,16.880,83.120,51.493,48.507,44.69,224,0.875,bicubic,-78.010,-47.367,-26
resnext101_64x4d.gluon_in1k,16.867,83.133,44.147,55.853,83.46,224,0.875,bicubic,-77.803,-54.513,+7
poolformerv2_s36.sail_in1k,16.680,83.320,49.600,50.400,30.79,224,1.000,bicubic,-78.630,-49.320,-96
resnet152d.gluon_in1k,16.627,83.373,44.213,55.787,60.21,224,0.875,bicubic,-78.103,-54.277,-5
tf_efficientnetv2_b3.in1k,16.600,83.400,48.680,51.320,14.36,300,0.904,bicubic,-78.580,-50.140,-78
gmlp_s16_224.ra3_in1k,16.547,83.453,45.080,54.920,19.42,224,0.875,bicubic,-77.603,-53.590,+82
resnet152s.gluon_in1k,16.547,83.453,44.480,55.520,60.32,224,0.875,bicubic,-78.473,-54.400,-52
tresnet_l.miil_in1k,16.520,83.480,49.893,50.107,55.99,224,0.875,bilinear,-78.760,-49.067,-97
inception_resnet_v2.tf_in1k,16.520,83.480,44.960,55.040,55.84,299,0.897,bicubic,-78.060,-53.830,+19
convnext_pico_ols.d1_in1k,16.493,83.507,49.707,50.293,9.06,288,1.000,bicubic,-78.127,-49.153,+14
seresnet50.a1_in1k,16.493,83.507,46.760,53.240,28.09,288,1.000,bicubic,-78.167,-52.020,+2
resmlp_24_224.fb_distilled_in1k,16.453,83.547,50.347,49.653,30.02,224,0.875,bicubic,-77.997,-48.423,+38
mobilevitv2_150.cvnets_in1k,16.453,83.547,48.453,51.547,10.59,256,0.888,bicubic,-78.097,-50.327,+21
resnet101.tv2_in1k,16.413,83.587,48.720,51.280,44.55,224,0.965,bilinear,-78.857,-50.190,-100
gernet_l.idstcv_in1k,16.320,83.680,47.227,52.773,31.08,256,0.875,bilinear,-78.790,-51.753,-70
inception_resnet_v2.tf_ens_adv_in1k,16.280,83.720,43.627,56.373,55.84,299,0.897,bicubic,-77.890,-54.913,+66
repvgg_b3g4.rvgg_in1k,16.227,83.773,47.653,52.347,83.83,224,0.875,bilinear,-78.283,-51.317,+25
xcit_tiny_24_p16_224.fb_in1k,16.227,83.773,46.000,54.000,12.12,224,1.000,bicubic,-77.853,-52.540,+78
resnet50.a1_in1k,16.040,83.960,45.773,54.227,25.56,288,1.000,bicubic,-78.700,-52.937,-24
xception65.tf_in1k,16.040,83.960,43.773,56.227,39.92,299,0.903,bicubic,-77.750,-54.597,+108
resnet50.c1_in1k,16.000,84.000,47.387,52.613,25.56,288,1.000,bicubic,-78.730,-51.433,-24
ecaresnet50d_pruned.miil_in1k,15.987,84.013,49.707,50.293,19.94,288,0.950,bicubic,-79.123,-49.193,-78
edgenext_small_rw.sw_in1k,15.987,84.013,49.667,50.333,7.83,320,1.000,bicubic,-78.683,-49.113,-15
resnet50.fb_ssl_yfcc100m_ft_in1k,15.933,84.067,49.413,50.587,25.56,224,0.875,bilinear,-78.517,-49.327,+26
resnext50_32x4d.ra_in1k,15.880,84.120,47.227,52.773,25.03,288,0.950,bicubic,-78.820,-51.533,-21
resnet50.d_in1k,15.640,84.360,45.160,54.840,25.56,288,1.000,bicubic,-79.340,-53.680,-62
regnety_320.pycls_in1k,15.627,84.373,44.760,55.240,145.05,224,0.875,bicubic,-78.913,-54.030,+8
vit_base_patch32_384.augreg_in1k,15.600,84.400,44.147,55.853,88.30,384,1.000,bicubic,-78.040,-54.253,+118
convmixer_768_32.in1k,15.507,84.493,47.907,52.093,21.11,224,0.960,bicubic,-78.993,-50.953,+15
ecaresnet26t.ra2_in1k,15.453,84.547,47.960,52.040,16.01,320,0.950,bicubic,-78.867,-50.760,+35
resnext50d_32x4d.bt_in1k,15.413,84.587,46.200,53.800,25.05,288,0.950,bicubic,-79.137,-52.490,+3
coat_tiny.in1k,15.400,84.600,45.587,54.413,5.50,224,0.900,bicubic,-78.180,-52.833,+118
resnet50d.a2_in1k,15.387,84.613,44.813,55.187,25.58,288,1.000,bicubic,-79.193,-53.877,-5
skresnext50_32x4d.ra_in1k,15.387,84.613,44.560,55.440,27.48,224,0.875,bicubic,-78.853,-53.900,+38
resnext50_32x4d.a2_in1k,15.293,84.707,45.253,54.747,25.03,288,1.000,bicubic,-79.287,-53.397,-6
seresnet33ts.ra2_in1k,15.267,84.733,47.360,52.640,19.78,288,1.000,bicubic,-79.773,-51.540,-85
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,15.240,84.760,42.640,57.360,119.42,256,0.900,bicubic,-78.500,-55.900,+99
cait_xxs24_224.fb_dist_in1k,15.160,84.840,44.893,55.107,11.96,224,1.000,bicubic,-78.450,-53.567,+111
eca_resnet33ts.ra2_in1k,15.053,84.947,49.000,51.000,19.68,288,1.000,bicubic,-79.567,-49.760,-19
vit_base_patch16_224.augreg_in1k,15.000,85.000,42.013,57.987,86.57,224,0.900,bicubic,-78.630,-56.227,+107
levit_conv_192.fb_dist_in1k,14.907,85.093,44.933,55.067,10.95,224,0.900,bicubic,-79.263,-53.747,+43
levit_192.fb_dist_in1k,14.880,85.120,44.933,55.067,10.95,224,0.900,bicubic,-79.290,-53.607,+41
seresnet50.a2_in1k,14.840,85.160,44.400,55.600,28.09,288,1.000,bicubic,-79.820,-54.320,-31
poolformerv2_s24.sail_in1k,14.800,85.200,45.920,54.080,21.34,224,1.000,bicubic,-79.850,-52.880,-30
rexnet_150.nav_in1k,14.720,85.280,46.880,53.120,9.73,224,0.875,bicubic,-79.760,-51.920,+1
darknet53.c2ns_in1k,14.693,85.307,47.107,52.893,41.61,288,1.000,bicubic,-79.927,-51.793,-25
gcresnet33ts.ra2_in1k,14.667,85.333,46.320,53.680,19.88,288,1.000,bicubic,-80.253,-52.490,-77
resnet50.tv2_in1k,14.640,85.360,46.973,53.027,25.56,224,0.965,bilinear,-80.020,-51.817,-37
res2net50d.in1k,14.627,85.373,44.480,55.520,25.72,224,0.875,bilinear,-79.693,-54.160,+18
darknetaa53.c2ns_in1k,14.560,85.440,45.413,54.587,36.02,288,1.000,bilinear,-79.910,-53.407,-3
coat_lite_mini.in1k,14.560,85.440,44.493,55.507,11.01,224,0.900,bicubic,-79.480,-53.997,+50
efficientnet_el_pruned.in1k,14.493,85.507,46.120,53.880,10.59,300,0.904,bicubic,-79.907,-52.620,+3
efficientnet_b2.ra_in1k,14.440,85.560,46.053,53.947,9.11,288,1.000,bicubic,-80.180,-52.727,-28
poolformer_s24.sail_in1k,14.293,85.707,47.347,52.653,21.39,224,0.900,bicubic,-80.267,-51.553,-23
legacy_seresnext101_32x4d.in1k,14.173,85.827,43.000,57.000,48.96,224,0.875,bilinear,-80.187,-55.860,+6
fbnetv3_d.ra2_in1k,14.093,85.907,46.467,53.533,10.31,256,0.950,bilinear,-79.827,-52.153,+56
gernet_m.idstcv_in1k,14.080,85.920,46.080,53.920,21.14,224,0.875,bilinear,-80.540,-52.830,-35
pvt_v2_b1.in1k,14.027,85.973,47.747,52.253,14.01,224,0.900,bicubic,-79.773,-50.913,+69
mobilevitv2_125.cvnets_in1k,14.013,85.987,45.027,54.973,7.48,256,0.888,bicubic,-79.947,-53.523,+50
dpn68b.ra_in1k,13.893,86.107,40.280,59.720,12.61,288,1.000,bicubic,-80.107,-58.220,+45
resnext101_32x4d.gluon_in1k,13.853,86.147,41.640,58.360,44.18,224,0.875,bicubic,-80.687,-57.140,-22
seresnext50_32x4d.gluon_in1k,13.653,86.347,43.733,56.267,27.56,224,0.875,bicubic,-80.677,-54.877,+2
pit_xs_distilled_224.in1k,13.573,86.427,45.160,54.840,11.00,224,0.900,bicubic,-80.197,-53.460,+67
resnet152.a3_in1k,13.547,86.453,43.400,56.600,60.19,224,0.950,bicubic,-81.183,-55.280,-64
resmlp_36_224.fb_in1k,13.467,86.533,46.667,53.333,44.69,224,0.875,bicubic,-80.723,-51.943,+12
repvgg_b2g4.rvgg_in1k,13.467,86.533,43.853,56.147,61.76,224,0.875,bilinear,-80.413,-54.807,+55
efficientformerv2_s1.snap_dist_in1k,13.440,86.560,42.947,57.053,6.19,224,0.950,bicubic,-80.760,-55.693,+10
vit_small_patch16_224.augreg_in1k,13.387,86.613,41.440,58.560,22.05,224,0.900,bicubic,-80.503,-57.000,+50
eca_botnext26ts_256.c1_in1k,13.320,86.680,42.133,57.867,10.59,256,0.950,bicubic,-80.460,-56.367,+60
visformer_tiny.in1k,13.307,86.693,43.933,56.067,10.32,224,0.900,bicubic,-80.253,-54.457,+82
regnetx_320.pycls_in1k,13.293,86.707,40.747,59.253,107.81,224,0.875,bicubic,-81.157,-58.173,-19
resnet101d.gluon_in1k,13.187,86.813,41.560,58.440,44.57,224,0.875,bicubic,-81.043,-56.980,+2
efficientnet_b3_pruned.in1k,13.160,86.840,45.200,54.800,9.86,300,0.904,bicubic,-81.470,-53.610,-56
resnet50.b1k_in1k,13.093,86.907,43.947,56.053,25.56,288,1.000,bicubic,-81.767,-54.923,-92
mixnet_xl.ra_in1k,13.080,86.920,43.213,56.787,11.90,224,0.875,bicubic,-81.100,-55.117,+5
cspresnext50.ra_in1k,13.053,86.947,44.973,55.027,20.57,256,0.887,bilinear,-81.777,-53.797,-88
efficientformer_l1.snap_dist_in1k,13.013,86.987,45.600,54.400,12.29,224,0.950,bicubic,-81.467,-53.230,-32
regnetx_016.tv2_in1k,13.000,87.000,45.427,54.573,9.19,224,0.965,bicubic,-81.130,-53.323,+14
nf_regnet_b1.ra2_in1k,12.947,87.053,44.400,55.600,10.22,288,0.900,bicubic,-81.163,-54.220,+13
eca_halonext26ts.c1_in1k,12.947,87.053,42.827,57.173,10.76,256,0.940,bicubic,-81.093,-55.833,+22
mobilevit_s.cvnets_in1k,12.907,87.093,40.747,59.253,5.58,256,0.900,bicubic,-80.273,-57.683,+111
pit_xs_224.in1k,12.800,87.200,42.813,57.187,10.62,224,0.900,bicubic,-80.300,-55.517,+119
tf_efficientnet_b3.in1k,12.787,87.213,43.640,56.360,12.23,300,0.904,bicubic,-81.753,-55.210,-47
resnet50.b2k_in1k,12.760,87.240,44.133,55.867,25.56,288,1.000,bicubic,-81.970,-54.797,-86
resnext50_32x4d.tv2_in1k,12.680,87.320,43.120,56.880,25.03,224,0.965,bilinear,-81.940,-55.590,-62
inception_v3.gluon_in1k,12.627,87.373,40.427,59.573,23.83,299,0.875,bicubic,-80.843,-58.143,+77
tresnet_m.miil_in1k,12.613,87.387,41.907,58.093,31.39,224,0.875,bilinear,-82.017,-56.643,-68
resnet50.a1h_in1k,12.600,87.400,44.227,55.773,25.56,224,1.000,bicubic,-82.170,-54.243,-97
crossvit_9_dagger_240.in1k,12.560,87.440,41.733,58.267,8.78,240,0.875,bicubic,-80.340,-56.507,+130
resnetblur50.bt_in1k,12.493,87.507,44.147,55.853,25.56,288,0.950,bicubic,-81.967,-54.693,-42
resmlp_24_224.fb_in1k,12.493,87.507,43.413,56.587,30.02,224,0.875,bicubic,-81.537,-54.917,+12
convnext_femto_ols.d1_in1k,12.480,87.520,43.933,56.067,5.23,288,0.950,bicubic,-81.440,-54.807,+21
coat_lite_tiny.in1k,12.467,87.533,41.053,58.947,5.72,224,0.900,bicubic,-80.773,-57.207,+95
efficientnet_em.ra2_in1k,12.413,87.587,43.933,56.067,6.90,240,0.882,bicubic,-81.427,-54.887,+28
regnety_120.pycls_in1k,12.400,87.600,42.173,57.827,51.82,224,0.875,bicubic,-82.070,-56.587,-48
regnety_160.pycls_in1k,12.227,87.773,41.387,58.613,83.59,224,0.875,bicubic,-82.133,-57.243,-36
resnet50.a2_in1k,12.173,87.827,40.453,59.547,25.56,288,1.000,bicubic,-82.457,-58.207,-79
ecaresnet50t.a3_in1k,12.147,87.853,41.573,58.427,25.57,224,0.950,bicubic,-82.203,-57.097,-36
hrnet_w64.ms_in1k,12.000,88.000,40.840,59.160,128.06,224,0.875,bilinear,-82.020,-57.750,+4
cspdarknet53.ra_in1k,11.960,88.040,43.267,56.733,27.64,256,0.887,bilinear,-82.690,-55.573,-85
xcit_tiny_12_p16_224.fb_dist_in1k,11.933,88.067,40.120,59.880,6.72,224,1.000,bicubic,-81.477,-58.390,+69
resnet101s.gluon_in1k,11.893,88.107,40.960,59.040,44.67,224,0.875,bicubic,-82.827,-57.860,-100
resnet101.a3_in1k,11.867,88.133,40.827,59.173,44.55,224,0.950,bicubic,-82.173,-57.723,-5
gmixer_24_224.ra3_in1k,11.867,88.133,37.800,62.200,24.72,224,0.875,bicubic,-80.963,-60.080,+120
nf_resnet50.ra2_in1k,11.773,88.227,45.907,54.093,25.56,288,0.940,bicubic,-82.767,-52.723,-68
fbnetv3_b.ra2_in1k,11.733,88.267,44.400,55.600,8.60,256,0.950,bilinear,-82.237,-54.090,0
dpn92.mx_in1k,11.640,88.360,40.160,59.840,37.67,224,0.875,bicubic,-82.650,-58.590,-37
botnet26t_256.c1_in1k,11.613,88.387,40.107,59.893,12.49,256,0.950,bicubic,-81.897,-58.193,+50
convnextv2_femto.fcmae_ft_in1k,11.600,88.400,40.800,59.200,5.23,288,0.950,bicubic,-82.590,-57.860,-30
xception41.tf_in1k,11.573,88.427,39.107,60.893,26.97,299,0.903,bicubic,-81.847,-59.323,+58
dla102x2.in1k,11.560,88.440,41.293,58.707,41.28,224,0.875,bilinear,-82.410,-57.227,-3
vit_small_patch32_224.augreg_in21k_ft_in1k,11.507,88.493,39.547,60.453,22.88,224,0.900,bicubic,-80.533,-58.743,+161
levit_128.fb_dist_in1k,11.440,88.560,40.187,59.813,9.21,224,0.900,bicubic,-81.900,-58.183,+64
levit_conv_128.fb_dist_in1k,11.440,88.560,40.173,59.827,9.21,224,0.900,bicubic,-81.910,-58.197,+61
lambda_resnet26t.c1_in1k,11.387,88.613,40.187,59.813,10.96,256,0.940,bicubic,-82.443,-58.463,+9
seresnext26t_32x4d.bt_in1k,11.373,88.627,41.107,58.893,16.81,288,0.950,bicubic,-82.187,-57.383,+36
regnety_080.pycls_in1k,11.373,88.627,40.613,59.387,39.18,224,0.875,bicubic,-82.797,-58.007,-35
tf_efficientnet_el.in1k,11.347,88.653,42.040,57.960,10.59,300,0.904,bicubic,-83.053,-56.670,-62
efficientnet_b2_pruned.in1k,11.333,88.667,42.040,57.960,8.31,260,0.890,bicubic,-82.807,-56.670,-28
resnet50.ra_in1k,11.333,88.667,41.013,58.987,25.56,288,0.950,bicubic,-82.877,-57.607,-45
convnext_femto.d1_in1k,11.213,88.787,42.773,57.227,5.22,288,0.950,bicubic,-82.717,-55.747,-10
xcit_nano_12_p16_384.fb_dist_in1k,11.213,88.787,39.827,60.173,3.05,384,1.000,bicubic,-80.617,-57.863,+164
resnet152c.gluon_in1k,11.120,88.880,37.133,62.867,60.21,224,0.875,bicubic,-83.040,-61.457,-38
hrnet_w48.ms_in1k,11.093,88.907,40.280,59.720,77.47,224,0.875,bilinear,-82.827,-58.330,-11
halonet26t.a1h_in1k,11.093,88.907,38.800,61.200,12.48,256,0.950,bicubic,-82.907,-59.540,-20
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,11.080,88.920,39.933,60.067,6.36,384,1.000,bicubic,-80.960,-58.297,+146
mobilevitv2_100.cvnets_in1k,11.067,88.933,40.613,59.387,4.90,256,0.888,bicubic,-82.223,-57.667,+59
inception_v3.tf_adv_in1k,11.013,88.987,36.733,63.267,23.83,299,0.875,bicubic,-81.887,-61.407,+92
tf_efficientnet_b0.ns_jft_in1k,11.000,89.000,40.093,59.907,5.29,224,0.875,bicubic,-82.620,-58.547,+19
tf_efficientnetv2_b2.in1k,11.000,89.000,39.747,60.253,10.10,260,0.890,bicubic,-83.420,-58.833,-76
seresnext26d_32x4d.bt_in1k,10.987,89.013,41.347,58.653,16.81,288,0.950,bicubic,-82.453,-56.983,+35
xcit_tiny_12_p16_224.fb_in1k,10.987,89.013,37.067,62.933,6.72,224,1.000,bicubic,-81.523,-61.173,+116
regnety_008_tv.tv2_in1k,10.840,89.160,40.547,59.453,6.43,224,0.965,bicubic,-82.850,-57.943,+6
resnet34d.ra2_in1k,10.827,89.173,38.653,61.347,21.82,288,0.950,bicubic,-82.813,-59.887,+8
dpn107.mx_in1k,10.827,89.173,38.307,61.693,86.92,224,0.875,bicubic,-83.513,-60.193,-71
inception_v3.tf_in1k,10.827,89.173,36.853,63.147,23.83,299,0.875,bicubic,-82.493,-61.527,+47
xcit_nano_12_p8_224.fb_dist_in1k,10.760,89.240,38.120,61.880,3.05,224,1.000,bicubic,-81.330,-60.040,+132
tf_efficientnet_b2.ap_in1k,10.547,89.453,40.133,59.867,9.11,260,0.890,bicubic,-83.963,-58.487,-96
densenetblur121d.ra_in1k,10.547,89.453,39.707,60.293,8.00,288,0.950,bicubic,-82.073,-58.553,+100
dpn131.mx_in1k,10.533,89.467,36.787,63.213,79.25,224,0.875,bicubic,-83.517,-61.923,-42
rexnet_130.nav_in1k,10.413,89.587,41.547,58.453,7.56,224,0.875,bicubic,-83.487,-56.853,-24
hrnet_w44.ms_in1k,10.307,89.693,39.480,60.520,67.06,224,0.875,bilinear,-83.243,-59.120,+12
xcit_nano_12_p8_224.fb_in1k,10.293,89.707,36.960,63.040,3.05,224,1.000,bicubic,-80.717,-60.820,+166
resnext50_32x4d.a3_in1k,10.253,89.747,38.200,61.800,25.03,224,0.950,bicubic,-83.407,-60.320,-2
lambda_resnet26rpt_256.c1_in1k,10.227,89.773,38.120,61.880,10.99,256,0.940,bicubic,-83.483,-60.400,-7
resnext101_32x8d.tv_in1k,10.173,89.827,37.747,62.253,88.79,224,0.875,bilinear,-83.647,-60.833,-21
regnetx_160.pycls_in1k,10.133,89.867,38.053,61.947,54.28,224,0.875,bicubic,-84.007,-60.467,-58
legacy_seresnext50_32x4d.in1k,10.093,89.907,39.213,60.787,27.56,224,0.875,bilinear,-83.657,-59.367,-16
resnetrs50.tf_in1k,10.053,89.947,37.560,62.440,35.69,224,0.910,bicubic,-84.267,-60.970,-83
dpn98.mx_in1k,10.013,89.987,36.187,63.813,61.57,224,0.875,bicubic,-84.147,-62.453,-64
inception_v3.tv_in1k,10.013,89.987,35.213,64.787,23.83,299,0.875,bicubic,-82.737,-63.057,+80
efficientnet_b1.ft_in1k,10.000,90.000,37.600,62.400,7.79,256,1.000,bicubic,-83.250,-60.690,+35
legacy_xception.tf_in1k,9.987,90.013,37.987,62.013,22.86,299,0.897,bicubic,-83.473,-60.543,+12
resnet33ts.ra2_in1k,9.973,90.027,39.813,60.187,19.68,288,1.000,bicubic,-84.127,-58.837,-59
regnety_064.pycls_in1k,9.933,90.067,39.093,60.907,30.58,224,0.875,bicubic,-84.207,-59.657,-65
resnet152.gluon_in1k,9.747,90.253,36.067,63.933,60.19,224,0.875,bicubic,-84.323,-62.393,-59
tf_efficientnet_lite3.in1k,9.680,90.320,39.013,60.987,8.20,300,0.904,bilinear,-84.520,-59.617,-81
tf_efficientnet_b2.aa_in1k,9.667,90.333,38.893,61.107,9.11,260,0.890,bicubic,-84.713,-59.717,-101
tf_efficientnet_cc_b1_8e.in1k,9.573,90.427,36.827,63.173,39.72,240,0.882,bicubic,-84.347,-61.433,-44
res2net101_26w_4s.in1k,9.507,90.493,35.093,64.907,45.21,224,0.875,bilinear,-84.213,-63.227,-23
resnet50.ram_in1k,9.480,90.520,35.507,64.493,25.56,288,0.950,bicubic,-85.040,-63.143,-120
legacy_seresnet152.in1k,9.333,90.667,37.373,62.627,66.82,224,0.875,bilinear,-84.037,-60.967,+11
cspresnet50.ra_in1k,9.280,90.720,39.613,60.387,21.62,256,0.887,bilinear,-84.470,-59.027,-32
resnet34.a1_in1k,9.267,90.733,34.947,65.053,21.80,288,1.000,bicubic,-83.833,-63.373,+36
hrnet_w40.ms_in1k,9.253,90.747,36.947,63.053,57.56,224,0.875,bilinear,-84.247,-61.623,-5
resnet32ts.ra2_in1k,9.213,90.787,38.613,61.387,17.96,288,1.000,bicubic,-84.617,-60.027,-44
regnetx_120.pycls_in1k,9.213,90.787,37.200,62.800,46.11,224,0.875,bicubic,-85.017,-61.470,-93
crossvit_tiny_240.in1k,9.107,90.893,34.600,65.400,7.01,240,0.875,bicubic,-81.123,-62.990,+161
resnest26d.gluon_in1k,9.053,90.947,37.827,62.173,17.07,224,0.875,bilinear,-84.267,-60.533,+10
resnet50d.a3_in1k,9.040,90.960,37.320,62.680,25.58,224,0.950,bicubic,-84.430,-61.130,-6
vit_tiny_patch16_224.augreg_in21k_ft_in1k,9.040,90.960,34.627,65.373,5.72,224,0.900,bicubic,-82.720,-63.143,+117
gcresnext26ts.ch_in1k,8.987,91.013,36.920,63.080,10.48,288,1.000,bicubic,-84.173,-61.450,+24
vit_base_patch16_224.sam_in1k,8.987,91.013,36.120,63.880,86.57,224,0.900,bicubic,-85.163,-62.380,-86
regnety_040.pycls_in1k,8.933,91.067,37.053,62.947,20.65,224,0.875,bicubic,-84.947,-61.467,-55
resnext50_32x4d.gluon_in1k,8.933,91.067,36.307,63.693,25.03,224,0.875,bicubic,-84.877,-62.113,-49
bat_resnext26ts.ch_in1k,8.893,91.107,36.440,63.560,10.73,256,0.900,bicubic,-84.427,-62.180,+5
rexnet_100.nav_in1k,8.893,91.107,36.400,63.600,4.80,224,0.875,bicubic,-84.127,-61.900,+33
mixnet_l.ft_in1k,8.880,91.120,36.227,63.773,7.33,224,0.875,bicubic,-84.550,-61.993,-11
convit_tiny.fb_in1k,8.867,91.133,34.307,65.693,5.71,224,0.875,bicubic,-81.793,-63.423,+142
mobilenetv3_large_100.miil_in21k_ft_in1k,8.853,91.147,33.067,66.933,5.48,224,0.875,bilinear,-83.407,-64.563,+81
hrnet_w18.ms_aug_in1k,8.747,91.253,38.787,61.213,21.30,224,0.950,bilinear,-84.803,-59.913,-26
levit_conv_128s.fb_dist_in1k,8.653,91.347,33.093,66.907,7.78,224,0.900,bicubic,-83.307,-64.967,+98
resnet50.bt_in1k,8.640,91.360,38.720,61.280,25.56,288,0.950,bicubic,-85.670,-59.920,-117
dla169.in1k,8.640,91.360,35.973,64.027,53.39,224,0.875,bilinear,-84.720,-62.637,-9
levit_128s.fb_dist_in1k,8.640,91.360,33.067,66.933,7.78,224,0.900,bicubic,-83.320,-64.993,+95
mixer_b16_224.goog_in21k_ft_in1k,8.627,91.373,29.413,70.587,59.88,224,0.875,bicubic,-83.253,-67.847,+97
hrnet_w30.ms_in1k,8.587,91.413,37.040,62.960,37.71,224,0.875,bilinear,-84.613,-61.450,+3
eca_resnext26ts.ch_in1k,8.560,91.440,36.827,63.173,10.30,288,1.000,bicubic,-84.500,-61.573,+18
legacy_seresnet101.in1k,8.560,91.440,35.960,64.040,49.33,224,0.875,bilinear,-84.750,-62.560,-5
convnext_atto_ols.a2_in1k,8.533,91.467,35.000,65.000,3.70,288,0.950,bicubic,-84.557,-63.470,+12
tf_efficientnet_b2.in1k,8.520,91.480,36.507,63.493,9.11,260,0.890,bicubic,-85.590,-61.943,-97
tf_efficientnet_b1.ap_in1k,8.453,91.547,35.213,64.787,7.79,240,0.882,bicubic,-85.227,-63.147,-52
repvgg_b2.rvgg_in1k,8.440,91.560,36.480,63.520,89.02,224,0.875,bilinear,-85.060,-62.020,-34
resmlp_12_224.fb_distilled_in1k,8.307,91.693,36.853,63.147,15.35,224,0.875,bicubic,-84.513,-61.287,+30
ese_vovnet19b_dw.ra_in1k,8.280,91.720,37.000,63.000,6.54,288,0.950,bicubic,-84.870,-61.250,+2
crossvit_9_240.in1k,8.267,91.733,34.107,65.893,8.55,240,0.875,bicubic,-82.373,-63.623,+126
dla102x.in1k,8.200,91.800,37.027,62.973,26.31,224,0.875,bilinear,-85.300,-61.703,-36
seresnext26ts.ch_in1k,8.147,91.853,36.093,63.907,10.39,288,1.000,bicubic,-84.813,-62.087,+17
hrnet_w32.ms_in1k,8.067,91.933,37.547,62.453,41.23,224,0.875,bilinear,-85.463,-60.913,-43
resnet101c.gluon_in1k,8.027,91.973,33.320,66.680,44.57,224,0.875,bicubic,-85.643,-65.100,-59
vit_base_patch32_224.augreg_in1k,7.987,92.013,30.453,69.547,88.22,224,0.900,bicubic,-83.203,-66.937,+103
cs3darknet_m.c2ns_in1k,7.960,92.040,36.507,63.493,9.31,288,0.950,bicubic,-85.380,-62.093,-26
poolformerv2_s12.sail_in1k,7.960,92.040,34.560,65.440,11.89,224,1.000,bicubic,-85.000,-63.800,+13
resnet50d.gluon_in1k,7.947,92.053,35.000,65.000,25.58,224,0.875,bicubic,-85.803,-63.390,-71
resnet26t.ra2_in1k,7.893,92.107,36.720,63.280,16.01,320,1.000,bicubic,-85.307,-61.690,-16
res2net50_26w_8s.in1k,7.853,92.147,33.707,66.293,48.40,224,0.875,bilinear,-85.537,-64.463,-34
dla60_res2next.in1k,7.800,92.200,34.973,65.027,17.03,224,0.875,bilinear,-85.390,-63.427,-16
mobilevitv2_075.cvnets_in1k,7.773,92.227,33.720,66.280,2.87,256,0.888,bicubic,-83.987,-64.140,+80
convnextv2_atto.fcmae_ft_in1k,7.773,92.227,32.907,67.093,3.71,288,0.950,bicubic,-85.197,-65.253,+6
mobilevit_xs.cvnets_in1k,7.747,92.253,32.520,67.480,2.32,256,0.900,bicubic,-83.053,-65.410,+105
tf_efficientnetv2_b1.in1k,7.707,92.293,34.653,65.347,8.14,240,0.882,bicubic,-86.243,-63.967,-102
deit_tiny_distilled_patch16_224.fb_in1k,7.707,92.293,33.507,66.493,5.91,224,0.900,bicubic,-83.003,-64.053,+108
regnety_032.pycls_in1k,7.693,92.307,34.293,65.707,19.44,224,0.875,bicubic,-85.717,-64.347,-44
efficientformerv2_s0.snap_dist_in1k,7.680,92.320,32.680,67.320,3.60,224,0.950,bicubic,-84.290,-65.210,+63
convnext_atto.d2_in1k,7.613,92.387,35.053,64.947,3.70,288,0.950,bicubic,-85.177,-63.097,+12
dla60_res2net.in1k,7.600,92.400,34.600,65.400,20.85,224,0.875,bilinear,-85.580,-63.840,-23
efficientnet_b1_pruned.in1k,7.480,92.520,34.480,65.520,6.33,240,0.882,bicubic,-85.300,-63.560,+11
regnetx_064.pycls_in1k,7.373,92.627,34.360,65.640,26.21,224,0.875,bicubic,-86.527,-64.280,-102
wide_resnet101_2.tv_in1k,7.360,92.640,34.147,65.853,126.89,224,0.875,bilinear,-86.380,-63.923,-84
densenet121.ra_in1k,7.320,92.680,35.453,64.547,7.98,288,0.950,bicubic,-85.200,-62.767,+26
deit_tiny_patch16_224.fb_in1k,7.307,92.693,30.680,69.320,5.72,224,0.900,bicubic,-82.343,-66.780,+122
regnetx_008.tv2_in1k,7.280,92.720,34.133,65.867,7.26,224,0.965,bicubic,-85.270,-64.047,+21
resnet50s.gluon_in1k,7.280,92.720,33.453,66.547,25.68,224,0.875,bicubic,-86.360,-65.007,-78
resnet34.a2_in1k,7.267,92.733,31.813,68.187,21.80,288,1.000,bicubic,-85.453,-66.357,+9
edgenext_x_small.in1k,7.267,92.733,30.920,69.080,2.34,288,1.000,bicubic,-84.443,-66.680,+69
resnet101.gluon_in1k,7.253,92.747,32.760,67.240,44.55,224,0.875,bicubic,-86.497,-65.620,-92
hardcorenas_e.miil_green_in1k,7.240,92.760,33.280,66.720,8.07,224,0.875,bilinear,-85.340,-64.820,+15
efficientnet_b0.ra_in1k,7.213,92.787,33.987,66.013,5.29,224,0.875,bicubic,-85.477,-64.083,+7
tf_mixnet_l.in1k,7.173,92.827,31.680,68.320,7.33,224,0.875,bicubic,-86.147,-66.350,-46
tf_efficientnet_b1.aa_in1k,7.147,92.853,33.027,66.973,7.79,240,0.882,bicubic,-86.343,-65.333,-68
tf_efficientnet_cc_b0_8e.in1k,7.133,92.867,31.773,68.227,24.01,224,0.875,bicubic,-85.707,-66.407,-9
convmixer_1024_20_ks9_p14.in1k,7.093,92.907,33.053,66.947,24.38,224,0.960,bicubic,-85.307,-65.217,+22
resmlp_12_224.fb_in1k,7.013,92.987,33.933,66.067,15.35,224,0.875,bicubic,-85.207,-64.217,+30
cs3darknet_focus_m.c2ns_in1k,6.933,93.067,34.587,65.413,9.30,288,0.950,bicubic,-86.037,-63.473,-22
hardcorenas_f.miil_green_in1k,6.853,93.147,34.053,65.947,8.20,224,0.875,bilinear,-86.117,-64.337,-22
pit_ti_distilled_224.in1k,6.840,93.160,30.947,69.053,5.10,224,0.900,bicubic,-83.930,-66.663,+80
efficientnet_es.ra_in1k,6.693,93.307,33.987,66.013,5.44,224,0.875,bicubic,-86.467,-64.423,-43
SelecSls60b.in1k,6.693,93.307,33.293,66.707,32.77,224,0.875,bicubic,-86.617,-64.997,-54
res2net50_26w_6s.in1k,6.693,93.307,31.653,68.347,37.05,224,0.875,bilinear,-86.707,-66.627,-67
poolformer_s12.sail_in1k,6.667,93.333,34.520,65.480,11.92,224,0.900,bicubic,-85.943,-63.660,0
tinynet_a.in1k,6.653,93.347,32.227,67.773,6.19,192,0.875,bicubic,-85.787,-65.853,+9
mixnet_m.ft_in1k,6.653,93.347,32.053,67.947,5.01,224,0.875,bicubic,-85.757,-65.817,+12
dpn68b.mx_in1k,6.640,93.360,32.907,67.093,12.61,224,0.875,bicubic,-86.150,-65.173,-17
legacy_seresnext26_32x4d.in1k,6.627,93.373,33.227,66.773,16.79,224,0.875,bicubic,-86.013,-64.893,-7
tf_efficientnet_b1.in1k,6.627,93.373,32.640,67.360,7.79,240,0.882,bicubic,-86.463,-65.660,-42
resnet50.a3_in1k,6.600,93.400,32.053,67.947,25.56,224,0.950,bicubic,-86.120,-65.957,-13
regnety_004.tv2_in1k,6.533,93.467,30.467,69.533,4.34,224,0.965,bicubic,-85.047,-67.423,+47
dla60x.in1k,6.493,93.507,34.080,65.920,17.35,224,0.875,bilinear,-86.587,-64.420,-44
repvgg_b1.rvgg_in1k,6.467,93.533,33.800,66.200,57.42,224,0.875,bilinear,-86.863,-64.720,-71
skresnet34.ra_in1k,6.467,93.533,31.587,68.413,22.28,224,0.875,bicubic,-85.913,-66.563,+7
hardcorenas_d.miil_green_in1k,6.427,93.573,32.240,67.760,7.50,224,0.875,bilinear,-85.983,-65.830,+1
resnet26d.bt_in1k,6.307,93.693,32.733,67.267,16.01,288,0.950,bicubic,-86.213,-65.477,-5
regnetx_080.pycls_in1k,6.293,93.707,32.373,67.627,39.57,224,0.875,bicubic,-87.587,-66.217,-132
resnet18.fb_swsl_ig1b_ft_in1k,6.253,93.747,31.600,68.400,11.69,224,0.875,bilinear,-84.447,-66.100,+66
legacy_seresnet50.in1k,6.200,93.800,32.680,67.320,28.09,224,0.875,bilinear,-86.760,-65.730,-38
pit_ti_224.in1k,6.133,93.867,30.200,69.800,4.85,224,0.900,bicubic,-83.807,-67.250,+80
resnet152.tv_in1k,6.067,93.933,32.080,67.920,60.19,224,0.875,bilinear,-87.253,-65.960,-77
wide_resnet50_2.tv_in1k,6.013,93.987,32.160,67.840,68.88,224,0.875,bilinear,-87.147,-66.160,-63
tf_efficientnet_cc_b0_4e.in1k,5.987,94.013,29.573,70.427,13.31,224,0.875,bicubic,-86.603,-68.507,-18
regnetx_040.pycls_in1k,5.947,94.053,31.493,68.507,22.12,224,0.875,bicubic,-87.613,-67.037,-109
seresnet50.a3_in1k,5.947,94.053,30.813,69.187,28.09,224,0.950,bicubic,-86.123,-67.227,+9
tf_efficientnetv2_b0.in1k,5.880,94.120,30.787,69.213,7.14,224,0.875,bicubic,-87.230,-67.603,-64
mixer_l16_224.goog_in21k_ft_in1k,5.880,94.120,18.547,81.453,208.20,224,0.875,bicubic,-81.270,-77.553,+104
dla102.in1k,5.867,94.133,32.760,67.240,33.27,224,0.875,bilinear,-87.193,-65.790,-59
regnety_016.pycls_in1k,5.680,94.320,30.480,69.520,11.20,224,0.875,bicubic,-87.360,-67.890,-58
SelecSls60.in1k,5.653,94.347,32.533,67.467,30.67,224,0.875,bicubic,-87.367,-65.657,-59
res2next50.in1k,5.653,94.347,30.893,69.107,24.67,224,0.875,bilinear,-87.187,-67.287,-46
hardcorenas_c.miil_green_in1k,5.653,94.347,30.453,69.547,5.52,224,0.875,bilinear,-86.367,-67.387,+8
hrnet_w18.ms_in1k,5.493,94.507,30.920,69.080,21.30,224,0.875,bilinear,-86.827,-67.350,-11
resnest14d.gluon_in1k,5.453,94.547,28.533,71.467,10.61,224,0.875,bilinear,-86.267,-69.337,+22
tf_efficientnet_em.in1k,5.360,94.640,31.093,68.907,6.90,240,0.882,bicubic,-87.560,-67.117,-53
tf_efficientnet_lite2.in1k,5.320,94.680,30.880,69.120,6.09,260,0.890,bicubic,-87.340,-67.350,-37
gernet_s.idstcv_in1k,5.320,94.680,30.147,69.853,8.17,224,0.875,bilinear,-86.810,-68.043,-5
resnext26ts.ra2_in1k,5.307,94.693,29.680,70.320,10.30,288,1.000,bicubic,-86.823,-68.350,-6
tf_efficientnet_b0.ap_in1k,5.307,94.693,28.840,71.160,5.29,224,0.875,bicubic,-86.893,-69.180,-10
repvgg_b1g4.rvgg_in1k,5.240,94.760,30.760,69.240,39.97,224,0.875,bilinear,-87.760,-67.670,-65
resnet34.bt_in1k,5.213,94.787,29.413,70.587,21.80,288,0.950,bicubic,-87.187,-68.647,-22
xcit_nano_12_p16_224.fb_dist_in1k,5.200,94.800,26.493,73.507,3.05,224,1.000,bicubic,-84.510,-70.607,+61
res2net50_26w_4s.in1k,5.173,94.827,29.360,70.640,25.70,224,0.875,bilinear,-87.317,-68.670,-30
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,5.080,94.920,27.027,72.973,6.34,224,0.900,bicubic,-84.100,-70.193,+66
mobilenetv3_large_100.ra_in1k,5.067,94.933,28.187,71.813,5.48,224,0.875,bicubic,-86.283,-69.523,+18
tf_efficientnet_b0.aa_in1k,5.053,94.947,28.773,71.227,5.29,224,0.875,bicubic,-87.197,-69.227,-20
tf_mixnet_m.in1k,5.053,94.947,28.187,71.813,5.01,224,0.875,bicubic,-87.247,-69.703,-24
res2net50_14w_8s.in1k,5.040,94.960,28.720,71.280,25.06,224,0.875,bilinear,-87.730,-69.450,-55
regnetx_004_tv.tv2_in1k,5.000,95.000,27.560,72.440,5.50,224,0.965,bicubic,-85.640,-70.030,+38
hardcorenas_b.miil_green_in1k,4.947,95.053,28.053,71.947,5.18,224,0.875,bilinear,-86.813,-69.987,+4
mobilenetv3_rw.rmsp_in1k,4.933,95.067,29.853,70.147,5.48,224,0.875,bicubic,-86.277,-67.807,+14
mixnet_s.ft_in1k,4.933,95.067,28.560,71.440,4.13,224,0.875,bicubic,-86.897,-69.460,0
hardcorenas_a.miil_green_in1k,4.893,95.107,28.107,71.893,5.26,224,0.875,bilinear,-86.457,-69.743,+9
resnet50c.gluon_in1k,4.893,95.107,28.080,71.920,25.58,224,0.875,bicubic,-88.137,-70.320,-82
regnetx_032.pycls_in1k,4.880,95.120,30.227,69.773,15.30,224,0.875,bicubic,-88.230,-68.163,-93
xcit_nano_12_p16_224.fb_in1k,4.853,95.147,25.467,74.533,3.05,224,1.000,bicubic,-83.767,-71.323,+65
resnext50_32x4d.tv_in1k,4.827,95.173,30.267,69.733,25.03,224,0.875,bilinear,-87.923,-67.703,-63
densenet161.tv_in1k,4.733,95.267,29.547,70.453,28.68,224,0.875,bicubic,-87.747,-68.753,-44
resnet101.tv_in1k,4.707,95.293,29.333,70.667,44.55,224,0.875,bilinear,-88.103,-68.917,-70
SelecSls42b.in1k,4.693,95.307,28.560,71.440,32.46,224,0.875,bicubic,-87.597,-69.550,-36
tf_efficientnet_lite1.in1k,4.600,95.400,28.333,71.667,5.42,240,0.882,bicubic,-88.020,-69.727,-58
mobilenetv2_120d.ra_in1k,4.547,95.453,29.320,70.680,5.83,224,0.875,bicubic,-87.853,-68.830,-42
tf_efficientnet_b0.in1k,4.427,95.573,26.680,73.320,5.29,224,0.875,bicubic,-87.643,-71.240,-28
pvt_v2_b0.in1k,4.347,95.653,25.960,74.040,3.67,224,0.900,bicubic,-84.433,-70.900,+54
vit_base_patch32_224.sam_in1k,4.333,95.667,24.387,75.613,88.22,224,0.900,bicubic,-85.407,-72.613,+37
resnet50.am_in1k,4.267,95.733,28.613,71.387,25.56,224,0.875,bicubic,-89.703,-70.017,-196
edgenext_xx_small.in1k,4.267,95.733,24.093,75.907,1.33,288,1.000,bicubic,-84.623,-73.017,+51
tinynet_b.in1k,4.200,95.800,26.787,73.213,3.73,188,0.875,bicubic,-86.720,-70.873,+7
efficientnet_es_pruned.in1k,4.200,95.800,26.467,73.533,5.44,224,0.875,bicubic,-86.970,-71.273,+1
densenet201.tv_in1k,4.133,95.867,27.547,72.453,20.01,224,0.875,bicubic,-88.607,-70.683,-74
resnet50.gluon_in1k,4.120,95.880,26.933,73.067,25.56,224,0.875,bicubic,-88.420,-71.237,-63
fbnetc_100.rmsp_in1k,4.120,95.880,25.893,74.107,5.57,224,0.875,bilinear,-86.610,-71.317,+11
semnasnet_100.rmsp_in1k,3.947,96.053,26.920,73.080,3.89,224,0.875,bicubic,-87.363,-70.640,-10
mobilevitv2_050.cvnets_in1k,3.947,96.053,23.933,76.067,1.37,256,0.888,bicubic,-84.243,-73.057,+51
resnet26.bt_in1k,3.933,96.067,28.200,71.800,16.00,288,0.950,bicubic,-88.057,-69.820,-37
repvgg_a2.rvgg_in1k,3.933,96.067,27.227,72.773,28.21,224,0.875,bilinear,-88.007,-70.873,-30
dpn68.mx_in1k,3.893,96.107,25.693,74.307,12.61,224,0.875,bicubic,-88.097,-72.527,-37
tf_mixnet_s.in1k,3.880,96.120,25.280,74.720,4.13,224,0.875,bicubic,-87.640,-72.340,-19
semnasnet_075.rmsp_in1k,3.853,96.147,27.080,72.920,2.91,224,0.875,bicubic,-86.237,-70.360,+16
tf_efficientnet_es.in1k,3.827,96.173,26.147,73.853,5.44,224,0.875,bicubic,-88.143,-71.733,-39
mobilevit_xxs.cvnets_in1k,3.827,96.173,21.787,78.213,1.27,256,0.900,bicubic,-83.323,-71.733,+49
resnet18d.ra2_in1k,3.813,96.187,25.987,74.013,11.71,288,0.950,bicubic,-86.467,-71.573,+10
regnety_008.pycls_in1k,3.800,96.200,27.147,72.853,6.26,224,0.875,bicubic,-87.930,-71.033,-28
dla60.in1k,3.787,96.213,27.973,72.027,22.04,224,0.875,bilinear,-88.413,-70.137,-56
resnet18.fb_ssl_yfcc100m_ft_in1k,3.747,96.253,25.387,74.613,11.69,224,0.875,bilinear,-86.463,-72.153,+9
mobilenetv2_140.ra_in1k,3.720,96.280,26.720,73.280,6.11,224,0.875,bicubic,-88.120,-71.140,-37
densenet169.tv_in1k,3.707,96.293,25.587,74.413,14.15,224,0.875,bicubic,-88.233,-72.553,-41
resnet18.a1_in1k,3.707,96.293,22.960,77.040,11.69,288,1.000,bicubic,-85.973,-74.140,+16
regnetx_016.pycls_in1k,3.613,96.387,26.320,73.680,9.19,224,0.875,bicubic,-88.567,-71.880,-59
spnasnet_100.rmsp_in1k,3.587,96.413,24.253,75.747,4.42,224,0.875,bilinear,-86.743,-72.937,+1
res2net50_48w_2s.in1k,3.560,96.440,26.613,73.387,25.29,224,0.875,bilinear,-88.990,-71.467,-83
tf_mobilenetv3_large_100.in1k,3.560,96.440,25.120,74.880,5.48,224,0.875,bilinear,-87.680,-72.540,-27
regnety_006.pycls_in1k,3.453,96.547,24.920,75.080,6.06,224,0.875,bicubic,-87.937,-72.780,-32
resnet34.a3_in1k,3.373,96.627,23.387,76.613,21.80,224,0.950,bicubic,-86.567,-73.793,+7
legacy_seresnet34.in1k,3.347,96.653,23.813,76.187,21.96,224,0.875,bilinear,-87.553,-73.767,-18
resnet18.a2_in1k,3.267,96.733,22.373,77.627,11.69,288,1.000,bicubic,-86.303,-74.587,+13
efficientnet_lite0.ra_in1k,3.240,96.760,25.933,74.067,4.65,224,0.875,bicubic,-87.880,-71.697,-28
dla34.in1k,3.240,96.760,23.587,76.413,15.74,224,0.875,bilinear,-87.520,-74.063,-16
ghostnet_100.in1k,3.227,96.773,24.813,75.187,5.18,224,0.875,bilinear,-86.803,-72.557,-1
regnety_004.pycls_in1k,3.187,96.813,22.680,77.320,4.34,224,0.875,bicubic,-87.303,-74.850,-11
mobilenetv2_110d.ra_in1k,3.173,96.827,24.587,75.413,4.52,224,0.875,bicubic,-87.797,-73.043,-26
mnasnet_100.rmsp_in1k,3.120,96.880,24.240,75.760,4.38,224,0.875,bicubic,-87.380,-73.230,-14
tinynet_c.in1k,3.120,96.880,21.533,78.467,2.46,184,0.875,bicubic,-84.670,-74.837,+22
tf_efficientnet_lite0.in1k,3.040,96.960,22.907,77.093,4.65,224,0.875,bicubic,-88.010,-74.673,-32
skresnet18.ra_in1k,3.027,96.973,22.827,77.173,11.96,224,0.875,bicubic,-86.633,-74.403,0
vgg19_bn.tv_in1k,2.947,97.053,23.440,76.560,143.68,224,0.875,bilinear,-87.133,-74.140,-9
tinynet_d.in1k,2.853,97.147,17.787,82.213,2.34,152,0.875,bicubic,-81.867,-77.383,+33
tf_mobilenetv3_large_075.in1k,2.840,97.160,21.547,78.453,3.99,224,0.875,bilinear,-86.820,-75.643,-2
resnet14t.c3_in1k,2.760,97.240,20.213,79.787,10.08,224,0.950,bicubic,-86.240,-76.517,+4
hrnet_w18_small_v2.ms_in1k,2.720,97.280,23.707,76.293,15.60,224,0.875,bilinear,-88.480,-74.193,-43
regnetx_008.pycls_in1k,2.667,97.333,22.440,77.560,7.26,224,0.875,bicubic,-88.383,-75.280,-40
vgg16_bn.tv_in1k,2.653,97.347,23.800,76.200,138.37,224,0.875,bilinear,-87.437,-73.570,-17
resnet34.gluon_in1k,2.653,97.347,21.693,78.307,21.80,224,0.875,bicubic,-88.317,-75.847,-38
lcnet_100.ra2_in1k,2.627,97.373,20.760,79.240,2.95,224,0.875,bicubic,-86.123,-76.220,+6
vgg16.tv_in1k,2.627,97.373,20.360,79.640,138.36,224,0.875,bilinear,-85.933,-76.440,+7
repvgg_b0.rvgg_in1k,2.560,97.440,24.013,75.987,15.82,224,0.875,bilinear,-88.840,-73.987,-56
densenet121.tv_in1k,2.547,97.453,22.653,77.347,7.98,224,0.875,bicubic,-88.343,-75.057,-39
regnetx_006.pycls_in1k,2.533,97.467,20.627,79.373,6.20,224,0.875,bicubic,-87.817,-76.803,-28
legacy_seresnet18.in1k,2.480,97.520,20.093,79.907,11.78,224,0.875,bicubic,-86.410,-76.887,-3
lcnet_075.ra2_in1k,2.333,97.667,17.187,82.813,2.36,224,0.875,bicubic,-83.637,-78.493,+17
mobilenetv3_small_075.lamb_in1k,2.307,97.693,15.893,84.107,2.04,224,0.875,bicubic,-80.723,-78.207,+25
resnet18.a3_in1k,2.227,97.773,17.760,82.240,11.69,224,0.950,bicubic,-84.223,-78.120,+11
mobilenetv2_100.ra_in1k,2.133,97.867,19.933,80.067,3.50,224,0.875,bicubic,-87.447,-77.207,-15
regnety_002.pycls_in1k,2.120,97.880,18.907,81.093,3.16,224,0.875,bicubic,-85.250,-77.703,+4
vgg19.tv_in1k,2.107,97.893,20.760,79.240,143.67,224,0.875,bilinear,-86.943,-76.110,-13
vgg13_bn.tv_in1k,2.093,97.907,20.333,79.667,133.05,224,0.875,bilinear,-86.657,-76.387,-7
tf_mobilenetv3_small_100.in1k,2.013,97.987,15.827,84.173,2.54,224,0.875,bilinear,-83.177,-79.943,+12
mobilenetv3_small_100.lamb_in1k,2.000,98.000,17.080,82.920,2.54,224,0.875,bicubic,-83.220,-78.570,+10
tf_mobilenetv3_small_075.in1k,1.987,98.013,14.840,85.160,2.04,224,0.875,bilinear,-81.513,-80.000,+16
regnetx_004.pycls_in1k,1.933,98.067,19.173,80.827,5.16,224,0.875,bicubic,-86.957,-77.527,-15
resnet34.tv_in1k,1.853,98.147,20.053,79.947,21.80,224,0.875,bilinear,-88.097,-77.287,-32
tinynet_e.in1k,1.853,98.147,14.013,85.987,2.04,106,0.875,bicubic,-77.067,-78.527,+17
vgg13.tv_in1k,1.840,98.160,18.013,81.987,133.05,224,0.875,bilinear,-85.200,-78.317,-2
lcnet_050.ra2_in1k,1.827,98.173,13.880,86.120,1.88,224,0.875,bicubic,-79.953,-79.860,+13
mobilenetv3_small_050.lamb_in1k,1.813,98.187,12.533,87.467,1.59,224,0.875,bicubic,-75.207,-78.767,+15
mnasnet_small.lamb_in1k,1.773,98.227,15.080,84.920,2.03,224,0.875,bicubic,-82.647,-80.110,+5
dla46x_c.in1k,1.747,98.253,16.427,83.573,1.07,224,0.875,bilinear,-82.453,-78.843,+5
vgg11_bn.tv_in1k,1.720,98.280,18.093,81.907,132.87,224,0.875,bilinear,-85.780,-78.727,-12
dla60x_c.in1k,1.613,98.387,18.000,82.000,1.32,224,0.875,bilinear,-84.667,-78.160,-5
tf_mobilenetv3_large_minimal_100.in1k,1.613,98.387,17.120,82.880,3.92,224,0.875,bilinear,-87.337,-79.740,-27
mobilenetv2_050.lamb_in1k,1.613,98.387,14.187,85.813,1.97,224,0.875,bicubic,-82.287,-80.543,+3
resnet10t.c3_in1k,1.600,98.400,16.040,83.960,5.44,224,0.950,bicubic,-84.620,-79.700,-7
vgg11.tv_in1k,1.560,98.440,16.187,83.813,132.86,224,0.875,bilinear,-85.020,-80.093,-11
resnet18.gluon_in1k,1.547,98.453,16.640,83.360,11.69,224,0.875,bicubic,-86.823,-80.030,-21
hrnet_w18_small.ms_in1k,1.533,98.467,18.093,81.907,13.19,224,0.875,bilinear,-87.517,-79.027,-34
dla46_c.in1k,1.493,98.507,15.213,84.787,1.30,224,0.875,bilinear,-82.117,-79.737,-2
regnetx_002.pycls_in1k,1.373,98.627,15.067,84.933,2.68,224,0.875,bicubic,-84.767,-80.893,-11
resnet18.tv_in1k,1.147,98.853,16.227,83.773,11.69,224,0.875,bilinear,-86.233,-80.063,-21
tf_mobilenetv3_small_minimal_100.in1k,1.040,98.960,11.493,88.507,2.04,224,0.875,bilinear,-80.360,-82.187,-1
resnet50.tv_in1k,0.000,100.000,14.440,85.560,25.56,224,0.875,bilinear,-91.870,-83.600,-102
