model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
convnext_xxlarge.clip_laion2b_soup_ft_in1k,90.623,9.377,97.913,2.087,846.47,256,1.000,bicubic,-7.127,-1.897,+18
eva_giant_patch14_336.clip_ft_in1k,90.550,9.450,97.230,2.770,"1,013.01",336,1.000,bicubic,-7.310,-2.650,+6
eva02_large_patch14_448.mim_m38m_ft_in1k,90.460,9.540,97.267,2.733,305.08,448,1.000,bicubic,-7.370,-2.553,+6
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,90.297,9.703,97.170,2.830,305.08,448,1.000,bicubic,-7.733,-2.720,-2
eva_giant_patch14_224.clip_ft_in1k,89.843,10.157,97.023,2.977,"1,012.56",224,0.900,bicubic,-7.727,-2.687,+29
eva_giant_patch14_336.m30m_ft_in22k_in1k,88.590,11.410,95.920,4.080,"1,013.01",336,1.000,bicubic,-9.400,-3.980,-2
eva_giant_patch14_560.m30m_ft_in22k_in1k,88.397,11.603,95.610,4.390,"1,014.45",560,1.000,bicubic,-9.603,-4.250,-4
regnety_1280.swag_ft_in1k,88.257,11.743,96.477,3.523,644.81,384,1.000,bicubic,-9.523,-3.383,+6
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,87.983,12.017,95.610,4.390,305.08,448,1.000,bicubic,-10.177,-4.270,-8
eva02_large_patch14_448.mim_in22k_ft_in1k,87.587,12.413,95.733,4.267,305.08,448,1.000,bicubic,-10.273,-4.057,-3
regnety_1280.swag_lc_in1k,86.947,13.053,95.737,4.263,644.81,224,0.965,bicubic,-10.443,-4.003,+36
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,84.437,15.563,94.297,5.703,200.13,384,1.000,bicubic,-12.953,-5.433,+34
vit_large_patch14_clip_336.openai_ft_in12k_in1k,83.927,16.073,93.873,6.127,304.53,336,1.000,bicubic,-13.673,-5.857,+18
vit_large_patch14_clip_336.laion2b_ft_in1k,83.617,16.383,93.513,6.487,304.53,336,1.000,bicubic,-13.613,-6.207,+62
eva_large_patch14_336.in22k_ft_in1k,83.520,16.480,93.103,6.897,304.53,336,1.000,bicubic,-14.290,-6.757,-4
vit_huge_patch14_clip_224.laion2b_ft_in1k,83.263,16.737,93.133,6.867,632.05,224,1.000,bicubic,-13.837,-6.557,+79
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,83.047,16.953,92.837,7.163,632.46,336,1.000,bicubic,-14.563,-6.943,+12
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,82.797,17.203,92.613,7.387,632.05,224,1.000,bicubic,-14.563,-7.187,+36
vit_large_patch14_clip_224.openai_ft_in1k,82.320,17.680,92.910,7.090,304.20,224,1.000,bicubic,-15.120,-6.770,+24
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,82.217,17.783,92.433,7.567,200.13,384,1.000,bicubic,-15.253,-7.327,+19
vit_large_patch14_clip_224.laion2b_ft_in1k,81.703,18.297,92.260,7.740,304.20,224,1.000,bicubic,-15.317,-7.410,+89
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,81.347,18.653,91.963,8.037,200.13,320,1.000,bicubic,-15.913,-7.747,+47
regnety_320.swag_lc_in1k,81.317,18.683,93.153,6.847,145.05,224,0.965,bicubic,-15.463,-6.467,+120
eva_large_patch14_196.in22k_ft_in1k,81.300,18.700,91.530,8.470,304.14,196,1.000,bicubic,-16.220,-8.260,+12
regnety_320.swag_ft_in1k,81.200,18.800,92.703,7.297,145.05,384,1.000,bicubic,-16.180,-7.017,+23
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,80.870,19.130,91.913,8.087,200.13,256,1.000,bicubic,-16.260,-7.867,+64
eva_large_patch14_336.in22k_ft_in22k_in1k,80.083,19.917,89.357,10.643,304.53,336,1.000,bicubic,-17.777,-10.443,-21
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,79.467,20.533,89.197,10.803,468.53,224,0.875,bilinear,-17.303,-10.423,+121
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,78.830,21.170,88.473,11.527,194.03,224,0.875,bilinear,-17.600,-11.157,+179
vit_large_patch14_clip_224.openai_ft_in12k_in1k,78.677,21.323,88.917,11.083,304.20,224,1.000,bicubic,-18.933,-10.813,0
eva_large_patch14_196.in22k_ft_in22k_in1k,78.500,21.500,88.330,11.670,304.14,196,1.000,bicubic,-19.120,-11.480,-4
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,78.427,21.573,88.500,11.500,304.53,336,1.000,bicubic,-19.033,-11.280,+8
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,78.260,21.740,88.673,11.327,304.20,224,1.000,bicubic,-19.130,-11.057,+12
regnety_160.swag_lc_in1k,78.200,21.800,91.667,8.333,83.59,224,0.965,bicubic,-18.250,-7.943,+168
regnety_160.swag_ft_in1k,77.680,22.320,90.733,9.267,83.59,384,1.000,bicubic,-19.490,-8.907,+49
eva02_base_patch14_448.mim_in22k_ft_in1k,77.607,22.393,89.303,10.697,87.12,448,1.000,bicubic,-20.113,-10.457,-14
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,77.497,22.503,88.490,11.510,87.12,448,1.000,bicubic,-20.113,-11.330,-9
tf_efficientnet_l2.ns_jft_in1k_475,76.487,23.513,88.647,11.353,480.31,475,0.936,bicubic,-21.263,-11.143,-20
beitv2_large_patch16_224.in1k_ft_in22k_in1k,76.353,23.647,87.090,12.910,304.43,224,0.950,bicubic,-21.397,-12.730,-19
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,76.300,23.700,87.743,12.257,194.03,224,0.875,bilinear,-19.970,-11.757,+200
convnextv2_huge.fcmae_ft_in22k_in1k_384,75.950,24.050,86.637,13.363,660.29,384,1.000,bicubic,-21.920,-13.273,-36
convnextv2_huge.fcmae_ft_in22k_in1k_512,75.827,24.173,86.947,13.053,660.29,512,1.000,bicubic,-21.983,-12.843,-32
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,75.797,24.203,86.197,13.803,88.79,224,0.875,bilinear,-20.143,-13.183,+266
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,75.600,24.400,86.943,13.057,88.79,224,0.875,bilinear,-20.650,-12.597,+197
convnext_base.clip_laiona_augreg_ft_in1k_384,75.210,24.790,88.580,11.420,88.59,384,1.000,bicubic,-21.650,-11.110,+85
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,75.173,24.827,88.460,11.540,88.59,384,1.000,bicubic,-21.867,-11.210,+57
tf_efficientnet_l2.ns_jft_in1k,74.657,25.343,87.557,12.443,480.31,800,0.960,bicubic,-23.123,-12.263,-34
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,73.733,26.267,87.343,12.657,88.59,256,1.000,bicubic,-23.057,-12.337,+94
convnext_base.clip_laion2b_augreg_ft_in1k,73.400,26.600,87.147,12.853,88.59,256,1.000,bicubic,-23.160,-12.483,+132
beit_large_patch16_384.in22k_ft_in22k_in1k,73.277,26.723,85.030,14.970,305.00,384,1.000,bicubic,-24.533,-14.810,-38
beit_large_patch16_512.in22k_ft_in22k_in1k,73.160,26.840,85.090,14.910,305.67,512,1.000,bicubic,-24.620,-14.800,-36
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,72.657,27.343,85.163,14.837,44.18,224,0.875,bilinear,-23.383,-14.247,+235
maxvit_xlarge_tf_512.in21k_ft_in1k,71.873,28.127,82.927,17.073,475.77,512,1.000,bicubic,-25.887,-16.893,-36
maxvit_xlarge_tf_384.in21k_ft_in1k,71.700,28.300,82.713,17.287,475.32,384,1.000,bicubic,-26.040,-17.137,-33
beit_large_patch16_224.in22k_ft_in22k_in1k,71.040,28.960,83.430,16.570,304.43,224,0.900,bicubic,-26.440,-16.260,-17
deit3_huge_patch14_224.fb_in22k_ft_in1k,70.817,29.183,82.200,17.800,632.13,224,1.000,bicubic,-26.433,-17.520,+16
vit_base_patch16_clip_384.laion2b_ft_in1k,70.773,29.227,83.820,16.180,86.86,384,1.000,bicubic,-26.127,-15.850,+66
caformer_b36.sail_in22k_ft_in1k_384,70.750,29.250,82.647,17.353,98.75,384,1.000,bicubic,-26.910,-17.213,-34
deit3_large_patch16_384.fb_in22k_ft_in1k,70.580,29.420,82.437,17.563,304.76,384,1.000,bicubic,-27.000,-17.273,-26
beitv2_large_patch16_224.in1k_ft_in1k,70.403,29.597,83.373,16.627,304.43,224,0.950,bicubic,-26.907,-16.387,0
maxvit_base_tf_512.in21k_ft_in1k,70.390,29.610,81.600,18.400,119.88,512,1.000,bicubic,-27.370,-18.260,-45
maxvit_large_tf_512.in21k_ft_in1k,70.380,29.620,81.650,18.350,212.33,512,1.000,bicubic,-27.290,-18.080,-39
maxvit_large_tf_384.in21k_ft_in1k,70.010,29.990,81.037,18.963,212.03,384,1.000,bicubic,-27.650,-18.783,-38
deit3_large_patch16_224.fb_in22k_ft_in1k,69.713,30.287,81.197,18.803,304.37,224,1.000,bicubic,-27.597,-18.483,-3
maxvit_base_tf_384.in21k_ft_in1k,69.557,30.443,80.730,19.270,119.65,384,1.000,bicubic,-28.003,-19.030,-30
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,69.123,30.877,80.063,19.937,116.14,384,1.000,bicubic,-28.217,-19.627,-11
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,68.977,31.023,82.800,17.200,25.03,224,0.875,bilinear,-26.653,-16.610,+301
vit_base_patch16_clip_224.laion2b_ft_in1k,68.770,31.230,82.507,17.493,86.57,224,1.000,bicubic,-27.550,-17.013,+160
convnextv2_large.fcmae_ft_in22k_in1k_384,68.653,31.347,81.070,18.930,197.96,384,1.000,bicubic,-28.977,-18.730,-43
caformer_b36.sail_in22k_ft_in1k,68.600,31.400,80.857,19.143,98.75,224,1.000,bicubic,-28.760,-18.973,-17
resnet50.fb_swsl_ig1b_ft_in1k,68.287,31.713,83.307,16.693,25.56,224,0.875,bilinear,-26.913,-16.083,+379
convnext_xlarge.fb_in22k_ft_in1k_384,68.157,31.843,80.453,19.547,350.20,384,1.000,bicubic,-29.433,-19.317,-40
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,68.077,31.923,80.740,19.260,116.09,384,1.000,bicubic,-29.373,-19.020,-31
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,67.667,32.333,80.100,19.900,196.74,384,1.000,bicubic,-29.613,-19.680,-8
tf_efficientnet_b7.ns_jft_in1k,67.510,32.490,81.380,18.620,66.35,600,0.949,bicubic,-29.680,-18.240,+6
vit_base_patch16_clip_384.openai_ft_in1k,67.360,32.640,81.687,18.313,86.86,384,1.000,bicubic,-29.450,-18.023,+62
vit_large_patch16_384.augreg_in21k_ft_in1k,67.060,32.940,78.703,21.297,304.72,384,1.000,bicubic,-30.350,-21.077,-33
convnextv2_base.fcmae_ft_in22k_in1k_384,67.030,32.970,79.800,20.200,88.72,384,1.000,bicubic,-30.350,-19.960,-29
convformer_b36.sail_in22k_ft_in1k_384,66.823,33.177,79.443,20.557,99.88,384,1.000,bicubic,-30.667,-20.317,-42
convnext_large.fb_in22k_ft_in1k_384,66.673,33.327,79.797,20.203,197.77,384,1.000,bicubic,-30.627,-19.963,-18
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,66.580,33.420,78.413,21.587,73.88,384,1.000,bicubic,-30.790,-21.287,-30
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,66.530,33.470,78.027,21.973,116.14,224,0.950,bicubic,-30.580,-21.573,+12
swin_large_patch4_window12_384.ms_in22k_ft_in1k,66.287,33.713,79.747,20.253,196.74,384,1.000,bicubic,-30.883,-19.993,+3
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,66.150,33.850,78.880,21.120,86.86,384,1.000,bicubic,-31.070,-20.820,-6
vit_base_patch16_clip_224.openai_ft_in1k,66.030,33.970,80.983,19.017,86.57,224,0.900,bicubic,-30.280,-18.517,+146
beitv2_base_patch16_224.in1k_ft_in22k_in1k,65.757,34.243,78.893,21.107,86.53,224,0.900,bicubic,-31.153,-20.837,+36
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,65.733,34.267,79.317,20.683,87.92,384,1.000,bicubic,-31.537,-20.473,-20
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,65.640,34.360,78.480,21.520,196.74,256,0.900,bicubic,-31.600,-21.230,-14
tf_efficientnet_b6.ns_jft_in1k,65.590,34.410,79.563,20.437,43.04,528,0.942,bicubic,-31.430,-20.147,+19
caformer_m36.sail_in22k_ft_in1k_384,65.570,34.430,78.713,21.287,56.20,384,1.000,bicubic,-31.800,-21.077,-40
convformer_b36.sail_in22k_ft_in1k,65.513,34.487,78.140,21.860,99.88,224,1.000,bicubic,-31.747,-21.610,-23
convnext_xlarge.fb_in22k_ft_in1k,65.373,34.627,78.350,21.650,350.20,288,1.000,bicubic,-32.077,-21.470,-51
vit_base_patch16_clip_384.openai_ft_in12k_in1k,65.353,34.647,78.957,21.043,86.86,384,0.950,bicubic,-31.767,-20.613,-2
convnext_base.fb_in22k_ft_in1k_384,64.903,35.097,78.387,21.613,88.59,384,1.000,bicubic,-32.357,-21.353,-24
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,64.763,35.237,77.767,22.233,86.57,224,0.950,bicubic,-31.857,-21.793,+75
convnextv2_large.fcmae_ft_in22k_in1k,64.710,35.290,78.157,21.843,197.96,288,1.000,bicubic,-32.600,-21.583,-37
vit_large_patch16_224.augreg_in21k_ft_in1k,64.360,35.640,76.187,23.813,304.33,224,0.900,bicubic,-32.340,-23.383,+60
convnext_large.fb_in22k_ft_in1k,64.263,35.737,77.773,22.227,197.77,288,1.000,bicubic,-32.957,-21.957,-21
vit_large_r50_s32_384.augreg_in21k_ft_in1k,64.107,35.893,75.847,24.153,329.09,384,1.000,bicubic,-32.843,-23.783,+17
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,64.010,35.990,77.513,22.487,116.09,224,0.950,bicubic,-33.080,-22.167,-4
swin_large_patch4_window7_224.ms_in22k_ft_in1k,63.887,36.113,78.187,21.813,196.53,224,0.900,bicubic,-33.053,-21.483,+18
beit_base_patch16_384.in22k_ft_in22k_in1k,63.623,36.377,78.103,21.897,86.74,384,1.000,bicubic,-33.697,-21.617,-45
caformer_m36.sail_in22k_ft_in1k,63.490,36.510,76.917,23.083,56.20,224,1.000,bicubic,-33.530,-22.813,+4
swin_base_patch4_window12_384.ms_in22k_ft_in1k,63.483,36.517,78.050,21.950,87.90,384,1.000,bicubic,-33.647,-21.670,-15
convnextv2_base.fcmae_ft_in22k_in1k,63.307,36.693,77.163,22.837,88.72,288,1.000,bicubic,-33.893,-22.597,-25
caformer_s36.sail_in22k_ft_in1k_384,63.263,36.737,77.460,22.540,39.30,384,1.000,bicubic,-34.027,-22.320,-41
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,63.183,36.817,77.093,22.907,87.92,256,0.900,bicubic,-33.867,-22.497,-6
tf_efficientnet_b5.ns_jft_in1k,63.053,36.947,77.790,22.210,30.39,456,0.934,bicubic,-33.817,-21.850,+21
vit_base_patch16_clip_224.openai_ft_in12k_in1k,62.940,37.060,76.590,23.410,86.57,224,0.950,bicubic,-33.570,-22.960,+84
deit3_base_patch16_384.fb_in22k_ft_in1k,62.637,37.363,75.550,24.450,86.88,384,1.000,bicubic,-34.603,-24.190,-35
convnext_base.fb_in22k_ft_in1k,62.537,37.463,76.550,23.450,88.59,288,1.000,bicubic,-34.663,-23.210,-32
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,62.417,37.583,75.130,24.870,73.88,224,0.950,bicubic,-34.763,-24.520,-29
vit_base_patch8_224.augreg2_in21k_ft_in1k,62.400,37.600,76.600,23.400,86.58,224,0.900,bicubic,-34.550,-23.040,+4
tf_efficientnetv2_l.in21k_ft_in1k,62.370,37.630,76.757,23.243,118.52,480,1.000,bicubic,-34.950,-22.883,-56
vit_base_patch8_224.augreg_in21k_ft_in1k,62.177,37.823,75.630,24.370,86.58,224,0.900,bicubic,-34.913,-23.980,-18
convformer_m36.sail_in22k_ft_in1k_384,62.107,37.893,75.547,24.453,57.05,384,1.000,bicubic,-35.263,-24.133,-64
tf_efficientnetv2_xl.in21k_ft_in1k,62.083,37.917,75.663,24.337,208.12,512,1.000,bicubic,-35.247,-23.937,-61
hrnet_w48_ssld.paddle_in1k,61.927,38.073,75.163,24.837,77.47,288,1.000,bilinear,-34.613,-24.477,+67
deit3_base_patch16_224.fb_in22k_ft_in1k,61.803,38.197,74.710,25.290,86.59,224,1.000,bicubic,-35.057,-24.910,+12
beitv2_base_patch16_224.in1k_ft_in1k,61.427,38.573,75.930,24.070,86.53,224,0.900,bicubic,-35.323,-23.670,+32
coatnet_2_rw_224.sw_in12k_ft_in1k,61.277,38.723,73.967,26.033,73.87,224,0.950,bicubic,-35.713,-25.693,-8
convformer_m36.sail_in22k_ft_in1k,61.263,38.737,74.617,25.383,57.05,224,1.000,bicubic,-35.807,-25.133,-23
tf_efficientnet_b4.ns_jft_in1k,61.233,38.767,76.167,23.833,19.34,380,0.922,bicubic,-35.477,-23.473,+32
convnextv2_huge.fcmae_ft_in1k,61.197,38.803,74.500,25.500,660.29,288,1.000,bicubic,-36.053,-25.220,-53
maxvit_base_tf_512.in1k,61.103,38.897,74.053,25.947,119.88,512,1.000,bicubic,-36.067,-25.627,-38
caformer_s36.sail_in22k_ft_in1k,60.763,39.237,75.170,24.830,39.30,224,1.000,bicubic,-36.057,-24.520,+10
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,60.353,39.647,73.800,26.200,88.30,384,1.000,bicubic,-36.257,-25.680,+44
beit_base_patch16_224.in22k_ft_in22k_in1k,60.317,39.683,75.593,24.407,86.53,224,0.900,bicubic,-36.343,-24.067,+37
tf_efficientnetv2_m.in21k_ft_in1k,60.263,39.737,75.063,24.937,54.14,480,1.000,bicubic,-36.737,-24.567,-18
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,60.240,39.760,73.547,26.453,88.34,448,1.000,bicubic,-36.330,-25.973,+48
vit_base_patch16_384.augreg_in21k_ft_in1k,60.183,39.817,73.850,26.150,86.86,384,1.000,bicubic,-36.837,-25.860,-22
convformer_s36.sail_in22k_ft_in1k_384,60.067,39.933,74.130,25.870,40.01,384,1.000,bicubic,-36.993,-25.580,-32
convnext_small.fb_in22k_ft_in1k_384,59.923,40.077,74.487,25.513,50.22,384,1.000,bicubic,-37.187,-25.153,-40
maxvit_large_tf_512.in1k,59.887,40.113,72.847,27.153,212.33,512,1.000,bicubic,-37.163,-26.813,-32
swin_base_patch4_window7_224.ms_in22k_ft_in1k,59.527,40.473,74.247,25.753,87.77,224,0.900,bicubic,-37.153,-25.423,+28
vit_base_patch32_clip_224.laion2b_ft_in1k,59.163,40.837,73.883,26.117,88.22,224,0.900,bicubic,-35.587,-25.187,+410
maxvit_base_tf_384.in1k,59.073,40.927,71.687,28.313,119.65,384,1.000,bicubic,-38.047,-27.953,-45
vit_base_patch16_224.augreg2_in21k_ft_in1k,59.053,40.947,73.603,26.397,86.57,224,0.900,bicubic,-37.457,-25.957,+54
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,59.030,40.970,72.837,27.163,93.59,320,1.000,bicubic,-38.260,-26.883,-75
volo_d5_512.sail_in1k,58.927,41.073,73.207,26.793,296.09,512,1.150,bicubic,-38.373,-26.553,-77
convformer_s36.sail_in22k_ft_in1k,58.917,41.083,72.940,27.060,40.01,224,1.000,bicubic,-37.583,-26.520,+53
convnext_small.in12k_ft_in1k_384,58.807,41.193,72.797,27.203,50.22,384,1.000,bicubic,-38.183,-26.853,-30
volo_d5_448.sail_in1k,58.800,41.200,73.063,26.937,295.91,448,1.150,bicubic,-38.440,-26.607,-70
vit_large_r50_s32_224.augreg_in21k_ft_in1k,58.663,41.337,71.737,28.263,328.99,224,0.900,bicubic,-37.517,-27.773,+114
vit_base_patch32_clip_384.openai_ft_in12k_in1k,58.580,41.420,73.153,26.847,88.30,384,0.950,bicubic,-37.840,-26.347,+65
maxvit_large_tf_384.in1k,58.427,41.573,71.177,28.823,212.03,384,1.000,bicubic,-38.503,-28.393,-25
deit3_large_patch16_384.fb_in1k,58.360,41.640,72.957,27.043,304.76,384,1.000,bicubic,-38.490,-26.663,-15
eva02_small_patch14_336.mim_in22k_ft_in1k,58.357,41.643,72.880,27.120,22.13,336,1.000,bicubic,-38.333,-26.730,+13
deit3_huge_patch14_224.fb_in1k,58.137,41.863,72.143,27.857,632.13,224,0.900,bicubic,-38.443,-27.377,+26
convnextv2_large.fcmae_ft_in1k,58.103,41.897,72.627,27.373,197.96,288,1.000,bicubic,-38.727,-27.133,-16
tf_efficientnet_b8.ap_in1k,57.837,42.163,72.957,27.043,87.41,672,0.954,bicubic,-38.713,-26.603,+33
convnext_small.fb_in22k_ft_in1k,57.743,42.257,72.773,27.227,50.22,288,1.000,bicubic,-39.067,-26.857,-12
seresnextaa101d_32x8d.sw_in12k_ft_in1k,57.643,42.357,71.357,28.643,93.59,288,1.000,bicubic,-39.527,-28.423,-68
mvitv2_large.fb_in1k,57.497,42.503,70.750,29.250,217.99,224,0.900,bicubic,-38.903,-28.790,+61
cait_m48_448.fb_dist_in1k,57.477,42.523,71.857,28.143,356.46,448,1.000,bicubic,-39.403,-27.813,-28
cait_m36_384.fb_dist_in1k,57.473,42.527,72.310,27.690,271.22,384,1.000,bicubic,-39.367,-27.350,-23
tf_efficientnet_b3.ns_jft_in1k,57.413,42.587,72.377,27.623,12.23,300,0.904,bicubic,-38.687,-27.103,+115
volo_d4_448.sail_in1k,57.283,42.717,71.540,28.460,193.41,448,1.150,bicubic,-39.787,-28.090,-60
maxvit_small_tf_512.in1k,57.077,42.923,70.960,29.040,69.13,512,1.000,bicubic,-40.113,-28.740,-77
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,57.070,42.930,71.267,28.733,88.22,224,0.900,bicubic,-38.160,-27.973,+282
vit_base_patch16_224.augreg_in21k_ft_in1k,56.840,43.160,70.633,29.367,86.57,224,0.900,bicubic,-39.460,-28.897,+74
deit3_medium_patch16_224.fb_in22k_ft_in1k,56.653,43.347,69.743,30.257,38.85,224,1.000,bicubic,-39.487,-29.747,+102
volo_d5_224.sail_in1k,56.503,43.497,70.660,29.340,295.46,224,0.960,bicubic,-40.377,-28.960,-38
deit3_large_patch16_224.fb_in1k,56.450,43.550,70.470,29.530,304.37,224,0.900,bicubic,-39.740,-29.030,+93
xcit_large_24_p8_384.fb_dist_in1k,56.360,43.640,71.307,28.693,188.93,384,1.000,bicubic,-40.400,-28.253,-15
flexivit_large.1200ep_in1k,56.290,43.710,71.557,28.443,304.36,240,0.950,bicubic,-40.490,-28.113,-20
convnextv2_tiny.fcmae_ft_in22k_in1k_384,56.100,43.900,71.900,28.100,28.64,384,1.000,bicubic,-40.520,-27.730,+2
flexivit_large.600ep_in1k,56.077,43.923,71.167,28.833,304.36,240,0.950,bicubic,-40.653,-28.393,-14
xcit_large_24_p8_224.fb_dist_in1k,56.020,43.980,70.670,29.330,188.93,224,1.000,bicubic,-40.610,-28.790,-2
caformer_s18.sail_in22k_ft_in1k_384,56.007,43.993,71.383,28.617,26.34,384,1.000,bicubic,-40.523,-28.197,+16
vit_base_patch32_clip_224.openai_ft_in1k,55.913,44.087,72.157,27.843,88.22,224,0.900,bicubic,-38.527,-26.953,+440
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,55.783,44.217,70.993,29.007,39.03,384,0.950,bicubic,-40.707,-28.627,+24
convnext_small.in12k_ft_in1k,55.700,44.300,70.727,29.273,50.22,288,1.000,bicubic,-40.900,-28.893,0
flexivit_large.300ep_in1k,55.700,44.300,70.703,29.297,304.36,240,0.950,bicubic,-41.000,-28.877,-16
caformer_b36.sail_in1k_384,55.193,44.807,68.070,31.930,98.75,384,1.000,bicubic,-41.967,-31.540,-87
convformer_s18.sail_in22k_ft_in1k_384,55.123,44.877,70.127,29.873,26.77,384,1.000,bicubic,-41.667,-29.583,-35
caformer_m36.sail_in1k_384,55.083,44.917,68.463,31.537,56.20,384,1.000,bicubic,-41.947,-31.247,-73
swin_small_patch4_window7_224.ms_in22k_ft_in1k,54.977,45.023,71.023,28.977,49.61,224,0.900,bicubic,-41.083,-28.457,+106
xcit_large_24_p16_384.fb_dist_in1k,54.910,45.090,69.853,30.147,189.10,384,1.000,bicubic,-42.030,-29.657,-59
volo_d4_224.sail_in1k,54.757,45.243,68.847,31.153,192.96,224,0.960,bicubic,-42.023,-30.763,-36
maxvit_tiny_tf_512.in1k,54.747,45.253,68.940,31.060,31.05,512,1.000,bicubic,-42.223,-30.730,-66
dm_nfnet_f5.dm_in1k,54.610,45.390,68.670,31.330,377.21,544,0.954,bicubic,-42.420,-31.010,-76
caformer_s36.sail_in1k_384,54.573,45.427,68.740,31.260,39.30,384,1.000,bicubic,-42.307,-30.930,-59
deit3_small_patch16_384.fb_in22k_ft_in1k,54.480,45.520,68.313,31.687,22.21,384,1.000,bicubic,-42.190,-31.327,-20
efficientnet_b5.sw_in12k_ft_in1k,54.417,45.583,69.877,30.123,30.39,448,1.000,bicubic,-42.353,-29.653,-37
vit_base_r50_s16_384.orig_in21k_ft_in1k,54.407,45.593,69.557,30.443,98.95,384,1.000,bicubic,-42.043,-30.053,+17
maxvit_small_tf_384.in1k,54.337,45.663,68.190,31.810,69.02,384,1.000,bicubic,-42.413,-31.350,-36
regnety_160.sw_in12k_ft_in1k,54.330,45.670,69.057,30.943,83.59,288,1.000,bicubic,-42.490,-30.563,-53
resnetv2_152x4_bit.goog_in21k_ft_in1k,54.320,45.680,70.173,29.827,936.53,480,1.000,bilinear,-42.560,-29.487,-63
xcit_large_24_p16_224.fb_dist_in1k,54.250,45.750,68.967,31.033,189.10,224,1.000,bicubic,-42.070,-30.533,+40
regnety_160.lion_in12k_ft_in1k,54.203,45.797,68.990,31.010,83.59,288,1.000,bicubic,-42.607,-30.520,-54
vit_small_r26_s32_384.augreg_in21k_ft_in1k,54.187,45.813,68.767,31.233,36.47,384,1.000,bicubic,-41.863,-30.783,+94
caformer_s18.sail_in22k_ft_in1k,54.110,45.890,69.713,30.287,26.34,224,1.000,bicubic,-41.900,-29.837,+100
volo_d3_448.sail_in1k,53.977,46.023,68.037,31.963,86.63,448,1.000,bicubic,-43.053,-31.633,-90
caformer_b36.sail_in1k,53.977,46.023,66.683,33.317,98.75,224,1.000,bicubic,-42.523,-32.947,+1
tf_efficientnet_b5.ap_in1k,53.880,46.120,69.170,30.830,30.39,456,0.934,bicubic,-42.210,-30.370,+78
dm_nfnet_f6.dm_in1k,53.843,46.157,68.413,31.587,438.36,576,0.956,bicubic,-43.127,-31.347,-83
xcit_medium_24_p8_224.fb_dist_in1k,53.650,46.350,68.403,31.597,84.32,224,1.000,bicubic,-42.880,-31.107,-10
tf_efficientnet_b2.ns_jft_in1k,53.600,46.400,70.270,29.730,9.11,260,0.890,bicubic,-41.920,-29.070,+188
cait_s36_384.fb_dist_in1k,53.560,46.440,68.003,31.997,68.37,384,1.000,bicubic,-43.070,-31.607,-34
tf_efficientnet_b6.ap_in1k,53.557,46.443,68.557,31.443,43.04,528,0.942,bicubic,-42.813,-30.993,+16
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,53.543,46.457,69.087,30.913,38.86,256,0.950,bicubic,-42.457,-30.333,+93
dm_nfnet_f3.dm_in1k,53.523,46.477,67.743,32.257,254.92,416,0.940,bicubic,-43.097,-31.837,-35
deit3_base_patch16_384.fb_in1k,53.483,46.517,67.623,32.377,86.88,384,1.000,bicubic,-42.747,-31.817,+46
deit3_base_patch16_224.fb_in1k,53.473,46.527,67.597,32.403,86.59,224,0.900,bicubic,-42.297,-31.673,+137
convformer_s18.sail_in22k_ft_in1k,53.437,46.563,68.680,31.320,26.77,224,1.000,bicubic,-42.663,-30.810,+65
tf_efficientnet_b8.ra_in1k,53.420,46.580,69.093,30.907,87.41,672,0.954,bicubic,-43.280,-30.557,-47
convnextv2_base.fcmae_ft_in1k,53.417,46.583,67.750,32.250,88.72,288,1.000,bicubic,-43.063,-31.800,-9
xcit_medium_24_p8_384.fb_dist_in1k,53.397,46.603,68.130,31.870,84.32,384,1.000,bicubic,-43.373,-31.470,-62
vit_base_patch32_384.augreg_in21k_ft_in1k,53.303,46.697,68.057,31.943,88.30,384,1.000,bicubic,-42.597,-31.283,+103
tf_efficientnet_b7.ap_in1k,53.260,46.740,68.877,31.123,66.35,600,0.949,bicubic,-43.090,-30.643,+9
convnext_large.fb_in1k,53.247,46.753,67.887,32.113,197.77,288,1.000,bicubic,-43.153,-31.563,+2
xcit_medium_24_p16_384.fb_dist_in1k,53.237,46.763,68.043,31.957,84.40,384,1.000,bicubic,-43.453,-31.557,-52
maxvit_base_tf_224.in1k,53.237,46.763,66.137,33.863,119.47,224,0.950,bicubic,-43.103,-33.443,+13
hrnet_w18_ssld.paddle_in1k,53.233,46.767,68.183,31.817,21.30,288,1.000,bilinear,-42.477,-31.107,+141
tf_efficientnetv2_l.in1k,53.163,46.837,67.833,32.167,118.52,480,1.000,bicubic,-43.577,-31.717,-63
tf_efficientnetv2_s.in21k_ft_in1k,53.127,46.873,68.997,31.003,21.46,384,1.000,bicubic,-43.343,-30.573,-17
tf_efficientnet_b4.ap_in1k,53.087,46.913,68.230,31.770,19.34,380,0.922,bicubic,-42.403,-31.160,+173
convnext_tiny.in12k_ft_in1k_384,53.063,46.937,68.503,31.497,28.59,384,1.000,bicubic,-43.497,-31.177,-37
regnetz_e8.ra3_in1k,53.003,46.997,67.147,32.853,57.70,320,1.000,bicubic,-43.597,-32.433,-49
maxvit_large_tf_224.in1k,53.003,46.997,65.340,34.660,211.79,224,0.950,bicubic,-43.327,-34.070,+7
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,52.873,47.127,66.460,33.540,41.72,224,0.950,bicubic,-43.257,-32.880,+44
volo_d3_224.sail_in1k,52.703,47.297,66.307,33.693,86.33,224,0.960,bicubic,-43.727,-33.233,-16
deit3_small_patch16_224.fb_in22k_ft_in1k,52.693,47.307,66.867,33.133,22.06,224,1.000,bicubic,-43.137,-32.473,+103
regnety_120.sw_in12k_ft_in1k,52.637,47.363,67.630,32.370,51.82,288,1.000,bicubic,-43.923,-32.020,-45
dm_nfnet_f4.dm_in1k,52.457,47.543,67.117,32.883,316.07,512,0.951,bicubic,-44.493,-32.593,-108
maxvit_tiny_tf_384.in1k,52.457,47.543,66.777,33.223,30.98,384,1.000,bicubic,-44.133,-32.783,-53
tf_efficientnet_b7.ra_in1k,52.407,47.593,68.227,31.773,66.35,600,0.949,bicubic,-44.163,-31.243,-51
xcit_small_24_p8_384.fb_dist_in1k,52.377,47.623,66.847,33.153,47.63,384,1.000,bicubic,-44.433,-32.813,-90
efficientnetv2_rw_m.agc_in1k,52.333,47.667,67.223,32.777,53.24,416,1.000,bicubic,-43.937,-32.407,+9
resnet18.fb_swsl_ig1b_ft_in1k,52.320,47.680,70.477,29.523,11.69,224,0.875,bilinear,-38.760,-27.723,+706
convformer_b36.sail_in1k_384,52.300,47.700,66.543,33.457,99.88,384,1.000,bicubic,-44.570,-33.107,-104
convformer_m36.sail_in1k_384,52.287,47.713,66.147,33.853,57.05,384,1.000,bicubic,-44.493,-33.583,-88
deit_base_distilled_patch16_384.fb_in1k,52.263,47.737,67.740,32.260,87.63,384,1.000,bicubic,-44.247,-31.850,-43
xcit_medium_24_p16_224.fb_dist_in1k,52.197,47.803,66.917,33.083,84.40,224,1.000,bicubic,-44.053,-32.493,+10
xcit_small_24_p8_224.fb_dist_in1k,52.183,47.817,66.767,33.233,47.63,224,1.000,bicubic,-44.367,-32.773,-53
convnext_tiny.fb_in22k_ft_in1k_384,52.180,47.820,66.923,33.077,28.59,384,1.000,bicubic,-43.990,-32.577,+23
convformer_s36.sail_in1k_384,51.990,48.010,66.200,33.800,40.01,384,1.000,bicubic,-44.710,-33.330,-79
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,51.937,48.063,68.663,31.337,236.34,384,1.000,bicubic,-44.253,-30.637,+17
convnextv2_tiny.fcmae_ft_in22k_in1k,51.903,48.097,67.800,32.200,28.64,288,1.000,bicubic,-44.437,-31.570,-16
resmlp_big_24_224.fb_in22k_ft_in1k,51.893,48.107,68.463,31.537,129.14,224,0.875,bicubic,-44.457,-31.127,-19
xcit_small_24_p16_384.fb_dist_in1k,51.880,48.120,66.367,33.633,47.67,384,1.000,bicubic,-44.460,-33.183,-19
cait_s24_384.fb_dist_in1k,51.787,48.213,66.307,33.693,47.06,384,1.000,bicubic,-44.783,-33.243,-67
resnetv2_152x2_bit.goog_in21k_ft_in1k,51.763,48.237,69.263,30.737,236.34,448,1.000,bilinear,-44.757,-30.307,-55
caformer_m36.sail_in1k,51.693,48.307,64.490,35.510,56.20,224,1.000,bicubic,-44.717,-35.070,-33
ecaresnet269d.ra2_in1k,51.673,48.327,66.040,33.960,102.09,352,1.000,bicubic,-44.777,-33.620,-41
regnety_2560.seer_ft_in1k,51.650,48.350,68.193,31.807,"1,282.60",384,1.000,bicubic,-44.880,-31.327,-60
rexnetr_300.sw_in12k_ft_in1k,51.630,48.370,68.033,31.967,34.81,288,1.000,bicubic,-44.460,-31.507,+25
caformer_s36.sail_in1k,51.593,48.407,64.910,35.090,39.30,224,1.000,bicubic,-44.487,-34.600,+27
coat_lite_medium_384.in1k,51.570,48.430,65.740,34.260,44.57,384,1.000,bicubic,-45.000,-33.780,-71
mvitv2_base.fb_in1k,51.550,48.450,65.633,34.367,51.47,224,0.900,bicubic,-44.430,-33.957,+49
vit_base_patch16_224_miil.in21k_ft_in1k,51.543,48.457,65.210,34.790,86.54,224,0.875,bilinear,-44.497,-34.140,+38
davit_small.msft_in1k,51.523,48.477,66.440,33.560,49.75,224,0.950,bicubic,-44.507,-32.960,+38
convnext_tiny.in12k_ft_in1k,51.440,48.560,67.063,32.937,28.59,288,1.000,bicubic,-44.800,-32.227,-8
maxvit_rmlp_small_rw_224.sw_in1k,51.430,48.570,65.190,34.810,64.90,224,0.900,bicubic,-44.530,-34.240,+52
tf_efficientnetv2_m.in1k,51.427,48.573,66.620,33.380,54.14,480,1.000,bicubic,-45.053,-32.900,-59
caformer_s18.sail_in1k_384,51.353,48.647,65.657,34.343,26.34,384,1.000,bicubic,-45.057,-33.873,-46
edgenext_base.in21k_ft_in1k,51.283,48.717,65.657,34.343,18.51,320,1.000,bicubic,-44.917,-33.803,-4
davit_base.msft_in1k,51.267,48.733,65.223,34.777,87.95,224,0.950,bicubic,-44.973,-34.417,-12
convformer_b36.sail_in1k,51.203,48.797,64.280,35.720,99.88,224,1.000,bicubic,-45.037,-35.130,-12
maxvit_small_tf_224.in1k,51.193,48.807,65.263,34.737,68.93,224,0.950,bicubic,-45.007,-34.267,-6
xcit_small_12_p8_384.fb_dist_in1k,51.107,48.893,65.840,34.160,26.21,384,1.000,bicubic,-45.363,-33.650,-61
convnext_base.fb_in1k,51.057,48.943,65.880,34.120,88.59,288,1.000,bicubic,-45.253,-33.630,-30
convformer_m36.sail_in1k,51.020,48.980,63.650,36.350,57.05,224,1.000,bicubic,-45.060,-35.740,+14
volo_d2_384.sail_in1k,50.897,49.103,65.620,34.380,58.87,384,1.000,bicubic,-45.813,-33.980,-109
tf_efficientnet_b1.ns_jft_in1k,50.887,49.113,67.907,32.093,7.79,240,0.882,bicubic,-43.973,-31.343,+262
vit_base_patch16_384.orig_in21k_ft_in1k,50.880,49.120,65.273,34.727,86.86,384,1.000,bicubic,-45.320,-34.197,-14
convformer_s36.sail_in1k,50.863,49.137,64.083,35.917,40.01,224,1.000,bicubic,-45.247,-35.377,+2
xcit_small_24_p16_224.fb_dist_in1k,50.743,49.257,65.047,34.953,47.67,224,1.000,bicubic,-45.047,-34.523,+69
flexivit_base.1200ep_in1k,50.693,49.307,65.140,34.860,86.59,240,0.950,bicubic,-45.417,-34.380,-1
convformer_s18.sail_in1k_384,50.687,49.313,65.637,34.363,26.77,384,1.000,bicubic,-45.563,-33.943,-28
coatnet_rmlp_2_rw_224.sw_in1k,50.603,49.397,63.363,36.637,73.88,224,0.950,bicubic,-45.607,-36.117,-20
xcit_small_12_p16_384.fb_dist_in1k,50.527,49.473,65.300,34.700,26.25,384,1.000,bicubic,-45.813,-34.190,-48
efficientnet_b4.ra2_in1k,50.500,49.500,65.727,34.273,19.34,384,1.000,bicubic,-45.030,-33.673,+111
volo_d1_384.sail_in1k,50.477,49.523,64.913,35.087,26.78,384,1.000,bicubic,-46.003,-34.697,-77
xcit_small_12_p8_224.fb_dist_in1k,50.437,49.563,65.417,34.583,26.21,224,1.000,bicubic,-45.523,-33.953,+27
resnetv2_101x3_bit.goog_in21k_ft_in1k,50.393,49.607,67.783,32.217,387.93,448,1.000,bilinear,-45.857,-31.687,-35
flexivit_base.600ep_in1k,50.353,49.647,64.620,35.380,86.59,240,0.950,bicubic,-45.607,-34.800,+26
regnetz_040_h.ra3_in1k,50.317,49.683,65.623,34.377,28.94,320,1.000,bicubic,-46.003,-33.917,-50
mvitv2_small.fb_in1k,50.260,49.740,64.893,35.107,34.87,224,0.900,bicubic,-45.630,-34.467,+37
cait_s24_224.fb_dist_in1k,50.250,49.750,65.020,34.980,46.92,224,1.000,bicubic,-45.410,-34.370,+82
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,50.230,49.770,66.033,33.967,194.03,224,0.875,bilinear,-45.170,-33.127,+127
pit_b_distilled_224.in1k,50.227,49.773,65.000,35.000,74.79,224,0.900,bicubic,-45.593,-34.290,+51
eca_nfnet_l2.ra3_in1k,50.207,49.793,65.437,34.563,56.72,384,1.000,bicubic,-46.243,-34.313,-80
vit_small_patch16_384.augreg_in21k_ft_in1k,50.183,49.817,65.797,34.203,22.20,384,1.000,bicubic,-45.797,-33.533,+13
resnest269e.in1k,50.183,49.817,64.683,35.317,110.93,416,0.928,bicubic,-45.927,-34.627,-18
tresnet_v2_l.miil_in21k_ft_in1k,50.163,49.837,65.120,34.880,46.17,224,0.875,bilinear,-45.657,-34.200,+46
pvt_v2_b5.in1k,50.143,49.857,65.023,34.977,81.96,224,0.900,bicubic,-45.797,-34.367,+19
deit3_medium_patch16_224.fb_in1k,50.143,49.857,64.697,35.303,38.85,224,0.900,bicubic,-45.237,-34.653,+127
deit_base_distilled_patch16_224.fb_in1k,50.077,49.923,66.233,33.767,87.34,224,0.900,bicubic,-45.673,-33.197,+56
tf_efficientnet_b3.ap_in1k,50.047,49.953,65.210,34.790,12.23,300,0.904,bicubic,-44.923,-33.900,+215
pvt_v2_b4.in1k,50.027,49.973,65.127,34.873,62.56,224,0.900,bicubic,-45.893,-34.233,+19
flexivit_base.300ep_in1k,50.007,49.993,64.103,35.897,86.59,240,0.950,bicubic,-45.953,-35.277,+13
coat_lite_medium.in1k,49.977,50.023,64.857,35.143,44.57,224,0.900,bicubic,-46.023,-34.643,+4
resnest200e.in1k,49.870,50.130,64.727,35.273,70.20,320,0.909,bicubic,-46.200,-34.753,-16
efficientformer_l7.snap_dist_in1k,49.837,50.163,66.033,33.967,82.23,224,0.950,bicubic,-45.763,-33.357,+76
volo_d2_224.sail_in1k,49.817,50.183,64.583,35.417,58.68,224,0.960,bicubic,-46.603,-34.877,-88
xception65.ra3_in1k,49.777,50.223,63.527,36.473,39.92,299,0.940,bicubic,-45.913,-35.793,+63
seresnextaa101d_32x8d.ah_in1k,49.747,50.253,64.443,35.557,93.59,288,1.000,bicubic,-46.693,-35.067,-93
swinv2_base_window16_256.ms_in1k,49.667,50.333,63.800,36.200,87.92,256,0.900,bicubic,-46.503,-35.590,-39
pvt_v2_b3.in1k,49.613,50.387,64.790,35.210,45.24,224,0.900,bicubic,-45.857,-34.520,+94
convnextv2_nano.fcmae_ft_in22k_in1k_384,49.603,50.397,65.657,34.343,15.62,384,1.000,bicubic,-46.187,-33.633,+37
cait_xs24_384.fb_dist_in1k,49.537,50.463,64.900,35.100,26.67,384,1.000,bicubic,-46.463,-34.530,-6
maxvit_rmlp_tiny_rw_256.sw_in1k,49.530,50.470,63.823,36.177,29.15,256,0.950,bicubic,-46.510,-35.717,-16
tf_efficientnet_b5.ra_in1k,49.527,50.473,65.657,34.343,30.39,456,0.934,bicubic,-46.443,-33.773,-4
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,49.477,50.523,65.627,34.373,236.34,224,0.875,bicubic,-46.273,-33.803,+39
resnet200d.ra2_in1k,49.463,50.537,64.330,35.670,64.69,320,1.000,bicubic,-46.647,-35.080,-39
efficientformerv2_l.snap_dist_in1k,49.460,50.540,64.920,35.080,26.32,224,0.950,bicubic,-46.300,-34.450,+35
xcit_small_12_p16_224.fb_dist_in1k,49.413,50.587,63.847,36.153,26.25,224,1.000,bicubic,-46.317,-35.453,+43
resnest101e.in1k,49.367,50.633,65.583,34.417,48.28,256,0.875,bilinear,-46.203,-33.787,+69
dm_nfnet_f2.dm_in1k,49.350,50.650,63.950,36.050,193.78,352,0.920,bicubic,-47.170,-35.640,-121
regnetz_040.ra3_in1k,49.297,50.703,64.060,35.940,27.12,320,1.000,bicubic,-46.883,-35.470,-53
vit_base_patch32_224.augreg_in21k_ft_in1k,49.267,50.733,64.340,35.660,88.22,224,0.900,bicubic,-45.133,-34.450,+307
resnet152d.ra2_in1k,49.260,50.740,64.413,35.587,60.21,320,1.000,bicubic,-46.610,-35.057,+10
seresnet152d.ra2_in1k,49.237,50.763,64.167,35.833,66.84,320,1.000,bicubic,-47.073,-35.243,-83
xcit_large_24_p8_224.fb_in1k,49.237,50.763,62.840,37.160,188.93,224,1.000,bicubic,-46.853,-36.300,-41
gcvit_base.in1k,49.153,50.847,63.950,36.050,90.32,224,0.875,bicubic,-46.927,-35.300,-40
maxxvit_rmlp_small_rw_256.sw_in1k,49.150,50.850,63.343,36.657,66.01,256,0.950,bicubic,-47.060,-35.937,-67
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,49.093,50.907,65.490,34.510,88.79,224,0.875,bilinear,-46.227,-33.830,+105
resmlp_big_24_224.fb_distilled_in1k,49.093,50.907,65.473,34.527,129.14,224,0.875,bicubic,-46.777,-33.967,+3
convnext_small.fb_in1k,49.067,50.933,64.830,35.170,50.22,288,1.000,bicubic,-46.903,-34.620,-19
resnetaa101d.sw_in12k_ft_in1k,49.013,50.987,64.237,35.763,44.57,288,1.000,bicubic,-47.347,-35.233,-103
resnext101_64x4d.tv_in1k,48.990,51.010,63.510,36.490,83.46,224,0.875,bilinear,-46.830,-35.700,+9
volo_d1_224.sail_in1k,48.977,51.023,63.187,36.813,26.63,224,0.960,bicubic,-47.053,-36.203,-32
repvgg_b3.rvgg_in1k,48.913,51.087,64.890,35.110,123.09,224,0.875,bilinear,-45.657,-33.760,+260
resnetrs420.tf_in1k,48.860,51.140,63.437,36.563,191.89,416,1.000,bicubic,-47.540,-36.093,-113
maxvit_tiny_tf_224.in1k,48.807,51.193,62.933,37.067,30.92,224,0.950,bicubic,-47.003,-36.327,+8
convformer_s18.sail_in1k,48.787,51.213,62.930,37.070,26.77,224,1.000,bicubic,-46.543,-36.370,+95
caformer_s18.sail_in1k,48.750,51.250,62.867,37.133,26.34,224,1.000,bicubic,-46.930,-36.423,+33
deit3_small_patch16_384.fb_in1k,48.670,51.330,62.797,37.203,22.21,384,1.000,bicubic,-46.930,-36.643,+43
seresnext101d_32x8d.ah_in1k,48.603,51.397,62.960,37.040,93.59,288,1.000,bicubic,-47.757,-36.480,-113
swinv2_small_window16_256.ms_in1k,48.593,51.407,62.747,37.253,49.73,256,0.900,bicubic,-47.477,-36.703,-51
regnetz_d32.ra3_in1k,48.583,51.417,65.167,34.833,27.58,320,0.950,bicubic,-47.287,-34.263,-10
efficientnetv2_rw_s.ra2_in1k,48.573,51.427,63.833,36.167,23.94,384,1.000,bicubic,-47.137,-35.507,+21
efficientnet_b3.ra2_in1k,48.560,51.440,64.243,35.757,12.23,320,1.000,bicubic,-46.590,-34.967,+125
edgenext_base.usi_in1k,48.457,51.543,64.317,35.683,18.51,320,1.000,bicubic,-47.333,-34.983,+1
focalnet_base_lrf.ms_in1k,48.443,51.557,63.120,36.880,88.75,224,0.900,bicubic,-47.387,-36.080,-6
focalnet_base_srf.ms_in1k,48.423,51.577,63.103,36.897,88.15,224,0.900,bicubic,-47.477,-36.207,-24
vit_small_r26_s32_224.augreg_in21k_ft_in1k,48.377,51.623,63.800,36.200,36.43,224,0.900,bicubic,-46.753,-35.420,+128
swinv2_base_window8_256.ms_in1k,48.333,51.667,63.610,36.390,87.92,256,0.900,bicubic,-47.727,-35.800,-55
repvgg_b3g4.rvgg_in1k,48.310,51.690,64.780,35.220,83.83,224,0.875,bilinear,-46.190,-34.240,+261
vit_large_patch32_384.orig_in21k_ft_in1k,48.240,51.760,61.827,38.173,306.63,384,1.000,bicubic,-47.000,-37.493,+98
convit_base.fb_in1k,48.210,51.790,63.000,37.000,86.54,224,0.875,bicubic,-46.890,-36.150,+131
swin_s3_base_224.ms_in1k,48.153,51.847,62.243,37.757,71.13,224,0.900,bicubic,-47.887,-37.107,-55
sequencer2d_l.in1k,48.107,51.893,62.357,37.643,54.30,224,0.875,bicubic,-47.763,-37.203,-25
resnext101_32x8d.tv2_in1k,48.093,51.907,62.723,37.277,88.79,224,0.965,bilinear,-47.207,-36.507,+81
resnetrs350.tf_in1k,48.057,51.943,62.667,37.333,163.96,384,1.000,bicubic,-48.193,-36.923,-103
tf_efficientnetv2_b3.in21k_ft_in1k,48.030,51.970,64.750,35.250,14.36,300,0.900,bicubic,-47.570,-34.530,+26
focalnet_small_lrf.ms_in1k,48.027,51.973,63.130,36.870,50.34,224,0.900,bicubic,-47.713,-36.030,-1
gcvit_small.in1k,48.023,51.977,62.713,37.287,51.09,224,0.875,bicubic,-47.887,-36.567,-38
regnetz_d8.ra3_in1k,48.010,51.990,64.423,35.577,23.37,320,1.000,bicubic,-48.000,-35.097,-57
regnety_1280.seer_ft_in1k,47.990,52.010,64.230,35.770,644.81,384,1.000,bicubic,-48.320,-35.330,-118
twins_svt_large.in1k,47.963,52.037,62.907,37.093,99.27,224,0.900,bicubic,-47.737,-36.463,+6
vit_relpos_base_patch16_224.sw_in1k,47.923,52.077,62.840,37.160,86.43,224,0.900,bicubic,-47.207,-36.240,+111
repvgg_b2g4.rvgg_in1k,47.810,52.190,64.397,35.603,61.76,224,0.875,bilinear,-46.020,-34.533,+358
mixer_b16_224.miil_in21k_ft_in1k,47.793,52.207,63.403,36.597,59.88,224,0.875,bilinear,-47.087,-35.677,+168
vit_relpos_base_patch16_clsgap_224.sw_in1k,47.760,52.240,62.410,37.590,86.43,224,0.900,bicubic,-47.490,-36.800,+80
tf_efficientnet_b5.aa_in1k,47.730,52.270,63.907,36.093,30.39,456,0.934,bicubic,-48.150,-35.443,-40
mvitv2_tiny.fb_in1k,47.667,52.333,62.830,37.170,24.17,224,0.900,bicubic,-47.733,-36.470,+52
eca_nfnet_l1.ra2_in1k,47.653,52.347,62.767,37.233,41.41,320,1.000,bicubic,-48.277,-36.723,-50
vit_relpos_medium_patch16_cls_224.sw_in1k,47.653,52.347,61.783,38.217,38.76,224,0.900,bicubic,-47.647,-37.317,+67
seresnext101_32x8d.ah_in1k,47.653,52.347,61.477,38.523,93.57,288,1.000,bicubic,-48.487,-37.883,-96
ecaresnet101d.miil_in1k,47.630,52.370,63.540,36.460,44.57,288,0.950,bicubic,-48.000,-35.750,+6
regnetz_d8_evos.ch_in1k,47.623,52.377,63.807,36.193,23.46,320,1.000,bicubic,-48.517,-35.673,-101
resnetv2_50x3_bit.goog_in21k_ft_in1k,47.593,52.407,65.603,34.397,217.32,448,1.000,bilinear,-48.677,-33.957,-127
focalnet_small_srf.ms_in1k,47.547,52.453,62.510,37.490,49.89,224,0.900,bicubic,-48.083,-36.930,+4
pit_s_distilled_224.in1k,47.540,52.460,63.170,36.830,24.04,224,0.900,bicubic,-47.150,-35.980,+192
resnest50d_4s2x40d.in1k,47.483,52.517,63.803,36.197,30.42,224,0.875,bicubic,-47.217,-35.427,+187
dm_nfnet_f1.dm_in1k,47.457,52.543,62.083,37.917,132.63,320,0.910,bicubic,-48.843,-37.447,-133
efficientnet_b3_pruned.in1k,47.450,52.550,62.803,37.197,9.86,300,0.904,bicubic,-47.140,-36.127,+210
davit_tiny.msft_in1k,47.410,52.590,63.360,36.640,28.36,224,0.950,bicubic,-47.670,-35.900,+109
crossvit_18_dagger_408.in1k,47.393,52.607,60.927,39.073,44.61,408,1.000,bicubic,-48.757,-38.543,-110
poolformerv2_m48.sail_in1k,47.383,52.617,63.960,36.040,73.35,224,1.000,bicubic,-47.797,-35.220,+84
coatnet_rmlp_1_rw_224.sw_in1k,47.370,52.630,61.437,38.563,41.69,224,0.950,bicubic,-48.130,-37.813,+15
vit_base_patch16_224.orig_in21k_ft_in1k,47.347,52.653,61.620,38.380,86.57,224,0.900,bicubic,-47.853,-37.610,+77
xcit_small_24_p8_224.fb_in1k,47.290,52.710,60.993,39.007,47.63,224,1.000,bicubic,-48.610,-38.187,-60
efficientformer_l3.snap_dist_in1k,47.240,52.760,63.417,36.583,31.41,224,0.950,bicubic,-47.970,-35.893,+69
tresnet_m.miil_in21k_ft_in1k,47.227,52.773,62.000,38.000,31.39,224,0.875,bilinear,-48.153,-37.150,+38
wide_resnet101_2.tv2_in1k,47.207,52.793,61.877,38.123,126.89,224,0.965,bilinear,-48.033,-37.323,+62
tf_efficientnet_b6.aa_in1k,47.203,52.797,63.110,36.890,43.04,528,0.942,bicubic,-49.097,-36.450,-143
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,47.187,52.813,63.387,36.613,44.18,224,0.875,bilinear,-47.953,-35.833,+82
swin_base_patch4_window12_384.ms_in1k,47.183,52.817,62.027,37.973,87.90,384,1.000,bicubic,-49.197,-37.393,-166
resnetrs270.tf_in1k,47.127,52.873,62.000,38.000,129.86,352,1.000,bicubic,-48.933,-37.480,-100
tf_efficientnet_b4.aa_in1k,47.073,52.927,62.860,37.140,19.34,380,0.922,bicubic,-48.517,-36.470,-9
regnety_320.tv2_in1k,47.070,52.930,62.047,37.953,145.05,224,0.965,bicubic,-48.490,-37.343,-5
vit_base_patch16_rpn_224.sw_in1k,47.067,52.933,62.393,37.607,86.54,224,0.900,bicubic,-47.763,-36.697,+147
rexnetr_200.sw_in12k_ft_in1k,47.053,52.947,63.973,36.027,16.52,288,1.000,bicubic,-48.257,-35.507,+39
convnextv2_tiny.fcmae_ft_in1k,47.043,52.957,62.503,37.497,28.64,288,1.000,bicubic,-48.787,-36.817,-60
swinv2_small_window8_256.ms_in1k,47.020,52.980,62.300,37.700,49.73,256,0.900,bicubic,-48.710,-37.060,-38
xcit_small_12_p8_224.fb_in1k,46.973,53.027,60.527,39.473,26.21,224,1.000,bicubic,-48.447,-38.663,+15
xcit_large_24_p16_224.fb_in1k,46.940,53.060,60.663,39.337,189.10,224,1.000,bicubic,-48.020,-38.167,+117
coat_small.in1k,46.937,53.063,61.307,38.693,21.69,224,0.900,bicubic,-48.253,-37.973,+61
xception65p.ra3_in1k,46.923,53.077,61.087,38.913,39.82,299,0.940,bicubic,-48.737,-38.183,-28
maxvit_tiny_rw_224.sw_in1k,46.903,53.097,60.890,39.110,29.06,224,0.950,bicubic,-48.837,-38.550,-45
resnet101d.ra2_in1k,46.890,53.110,62.340,37.660,44.57,320,1.000,bicubic,-48.850,-36.870,-48
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,46.837,53.163,64.117,35.883,28.29,224,0.900,bicubic,-47.963,-35.173,+143
pvt_v2_b2_li.in1k,46.813,53.187,62.490,37.510,22.55,224,0.900,bicubic,-48.407,-36.770,+46
resnet152.tv2_in1k,46.807,53.193,61.070,38.930,60.19,224,0.965,bilinear,-48.233,-38.110,+94
regnety_640.seer_ft_in1k,46.710,53.290,63.233,36.767,281.38,384,1.000,bicubic,-49.350,-36.267,-117
seresnext101_64x4d.gluon_in1k,46.650,53.350,61.283,38.717,88.23,224,0.875,bicubic,-48.000,-37.687,+170
convnextv2_nano.fcmae_ft_in22k_in1k,46.607,53.393,62.957,37.043,15.62,288,1.000,bicubic,-48.813,-36.353,+3
twins_pcpvt_large.in1k,46.607,53.393,62.270,37.730,60.99,224,0.900,bicubic,-49.113,-37.220,-49
convnext_tiny.fb_in1k,46.587,53.413,63.187,36.813,28.59,288,1.000,bicubic,-48.623,-36.123,+42
swin_base_patch4_window7_224.ms_in1k,46.543,53.457,61.580,38.420,87.77,224,0.900,bicubic,-49.357,-37.860,-89
resnet152.a1h_in1k,46.540,53.460,60.403,39.597,60.19,288,1.000,bicubic,-49.210,-38.877,-61
efficientformerv2_s2.snap_dist_in1k,46.527,53.473,61.720,38.280,12.71,224,0.950,bicubic,-48.593,-37.480,+66
regnetv_064.ra3_in1k,46.480,53.520,62.257,37.743,30.58,288,1.000,bicubic,-49.300,-37.163,-66
crossvit_15_dagger_408.in1k,46.467,53.533,60.483,39.517,28.50,408,1.000,bicubic,-49.363,-38.907,-79
xcit_medium_24_p8_224.fb_in1k,46.467,53.533,59.653,40.347,84.32,224,1.000,bicubic,-49.393,-39.427,-83
resnetrs200.tf_in1k,46.437,53.563,61.067,38.933,93.21,320,1.000,bicubic,-49.913,-38.483,-189
swin_s3_small_224.ms_in1k,46.400,53.600,60.893,39.107,49.74,224,0.900,bicubic,-49.430,-38.287,-81
coatnet_1_rw_224.sw_in1k,46.393,53.607,60.063,39.937,41.72,224,0.950,bicubic,-49.217,-39.157,-41
gcvit_tiny.in1k,46.363,53.637,61.633,38.367,28.22,224,0.875,bicubic,-49.297,-37.697,-49
rexnet_300.nav_in1k,46.360,53.640,62.697,37.303,34.71,224,0.875,bicubic,-49.180,-36.593,-32
fbnetv3_g.ra2_in1k,46.337,53.663,62.390,37.610,16.62,288,0.950,bilinear,-48.783,-36.730,+55
sequencer2d_m.in1k,46.297,53.703,60.920,39.080,38.31,224,0.875,bicubic,-49.283,-38.330,-40
tresnet_xl.miil_in1k,46.290,53.710,61.937,38.063,78.44,224,0.875,bilinear,-48.790,-37.353,+62
xcit_tiny_24_p8_224.fb_dist_in1k,46.283,53.717,60.590,39.410,12.11,224,1.000,bicubic,-49.167,-38.770,-17
xcit_tiny_24_p8_384.fb_dist_in1k,46.260,53.740,60.730,39.270,12.11,384,1.000,bicubic,-49.970,-38.670,-170
deit_small_distilled_patch16_224.fb_in1k,46.173,53.827,62.423,37.577,22.44,224,0.900,bicubic,-48.427,-36.607,+156
gernet_m.idstcv_in1k,46.170,53.830,62.687,37.313,21.14,224,0.875,bilinear,-48.370,-36.233,+170
regnety_160.deit_in1k,46.167,53.833,61.823,38.177,83.59,288,1.000,bicubic,-49.703,-37.617,-103
crossvit_base_240.in1k,46.120,53.880,60.207,39.793,105.03,240,0.875,bicubic,-48.950,-38.773,+60
resnest50d_1s4x24d.in1k,46.100,53.900,62.373,37.627,25.68,224,0.875,bicubic,-48.280,-36.697,+201
swinv2_cr_small_ns_224.sw_in1k,46.100,53.900,60.800,39.200,49.70,224,0.900,bicubic,-49.610,-38.600,-67
poolformerv2_m36.sail_in1k,46.043,53.957,62.247,37.753,56.08,224,1.000,bicubic,-49.007,-37.033,+63
tf_efficientnet_b0.ns_jft_in1k,46.037,53.963,63.273,36.727,5.29,224,0.875,bicubic,-47.713,-35.657,+294
poolformerv2_s36.sail_in1k,46.030,53.970,62.247,37.753,30.79,224,1.000,bicubic,-48.670,-36.833,+126
resnet51q.ra2_in1k,46.027,53.973,60.910,39.090,35.70,288,1.000,bilinear,-49.173,-38.370,+21
nest_base_jx.goog_in1k,46.027,53.973,60.100,39.900,67.72,224,0.875,bicubic,-49.513,-39.120,-46
vit_small_patch16_224.augreg_in21k_ft_in1k,46.020,53.980,61.837,38.163,22.05,224,0.900,bicubic,-48.870,-37.233,+90
vit_relpos_medium_patch16_224.sw_in1k,45.980,54.020,61.033,38.967,38.75,224,0.900,bicubic,-49.210,-38.187,+22
regnety_080.ra3_in1k,45.980,54.020,60.850,39.150,39.18,288,1.000,bicubic,-49.890,-38.580,-111
deit3_small_patch16_224.fb_in1k,45.940,54.060,58.873,41.127,22.06,224,0.900,bicubic,-48.750,-40.307,+127
resnest50d.in1k,45.933,54.067,62.620,37.380,27.48,224,0.875,bilinear,-48.667,-36.530,+143
convnext_nano.in12k_ft_in1k,45.900,54.100,62.693,37.307,15.59,288,1.000,bicubic,-49.450,-36.757,-18
crossvit_18_240.in1k,45.900,54.100,60.347,39.653,43.27,240,0.875,bicubic,-49.170,-38.683,+44
levit_384.fb_dist_in1k,45.880,54.120,61.683,38.317,39.13,224,0.900,bicubic,-49.330,-37.477,+10
regnety_032.ra_in1k,45.880,54.120,61.543,38.457,19.44,288,1.000,bicubic,-49.580,-37.847,-41
levit_conv_384.fb_dist_in1k,45.870,54.130,61.690,38.310,39.13,224,0.900,bicubic,-49.340,-37.590,+9
twins_svt_base.in1k,45.863,54.137,60.973,39.027,56.07,224,0.900,bicubic,-49.697,-38.257,-60
twins_pcpvt_base.in1k,45.853,54.147,61.327,38.673,43.83,224,0.900,bicubic,-49.617,-37.793,-49
convnext_tiny_hnf.a2h_in1k,45.853,54.147,60.180,39.820,28.59,288,1.000,bicubic,-49.397,-39.020,-4
crossvit_18_dagger_240.in1k,45.850,54.150,59.917,40.083,44.27,240,0.875,bicubic,-49.330,-39.243,+14
regnetz_c16.ra3_in1k,45.790,54.210,62.737,37.263,13.46,320,1.000,bicubic,-49.590,-36.683,-31
vit_relpos_medium_patch16_rpn_224.sw_in1k,45.743,54.257,60.983,39.017,38.73,224,0.900,bicubic,-49.317,-38.217,+39
vit_srelpos_medium_patch16_224.sw_in1k,45.723,54.277,61.073,38.927,38.74,224,0.900,bicubic,-49.217,-37.967,+63
crossvit_15_dagger_240.in1k,45.703,54.297,60.080,39.920,28.21,240,0.875,bicubic,-49.287,-39.110,+54
regnetx_320.tv2_in1k,45.673,54.327,60.233,39.767,107.81,224,0.965,bicubic,-49.607,-39.057,-16
convmixer_1536_20.in1k,45.663,54.337,61.743,38.257,51.63,224,0.960,bicubic,-49.307,-37.327,+55
gc_efficientnetv2_rw_t.agc_in1k,45.657,54.343,60.193,39.807,13.68,288,1.000,bicubic,-49.633,-39.187,-20
flexivit_small.1200ep_in1k,45.623,54.377,59.900,40.100,22.06,240,0.950,bicubic,-49.557,-39.220,+4
dm_nfnet_f0.dm_in1k,45.617,54.383,61.277,38.723,71.49,256,0.900,bicubic,-50.073,-38.073,-93
efficientnetv2_rw_t.ra2_in1k,45.607,54.393,60.177,39.823,13.65,288,1.000,bicubic,-49.453,-39.043,+30
seresnext101_32x4d.gluon_in1k,45.600,54.400,61.160,38.840,48.96,224,0.875,bicubic,-48.830,-37.840,+160
xcit_tiny_24_p16_384.fb_dist_in1k,45.580,54.420,60.507,39.493,12.12,384,1.000,bicubic,-49.910,-38.853,-64
xcit_medium_24_p16_224.fb_in1k,45.537,54.463,59.007,40.993,84.40,224,1.000,bicubic,-49.593,-39.933,+12
xcit_small_24_p16_224.fb_in1k,45.513,54.487,58.880,41.120,47.67,224,1.000,bicubic,-49.547,-40.190,+29
resnext101_64x4d.c1_in1k,45.450,54.550,59.033,40.967,83.46,288,1.000,bicubic,-50.080,-40.257,-73
regnety_320.seer_ft_in1k,45.427,54.573,62.227,37.773,145.05,384,1.000,bicubic,-50.373,-37.163,-124
resnet152d.gluon_in1k,45.427,54.573,60.080,39.920,60.21,224,0.875,bicubic,-49.003,-39.010,+155
nfnet_l0.ra2_in1k,45.417,54.583,62.083,37.917,35.07,288,1.000,bicubic,-49.963,-37.127,-49
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,45.413,54.587,62.023,37.977,25.03,224,0.875,bilinear,-49.297,-37.217,+90
xcit_small_12_p16_224.fb_in1k,45.413,54.587,59.403,40.597,26.25,224,1.000,bicubic,-49.407,-39.657,+70
resnetv2_50x1_bit.goog_distilled_in1k,45.410,54.590,62.300,37.700,25.55,224,0.875,bicubic,-50.000,-37.020,-59
cs3se_edgenet_x.c2ns_in1k,45.393,54.607,60.447,39.553,50.72,320,1.000,bicubic,-50.607,-38.903,-170
resnet101.tv2_in1k,45.370,54.630,60.060,39.940,44.55,224,0.965,bilinear,-49.470,-38.970,+64
nest_small_jx.goog_in1k,45.350,54.650,59.040,40.960,38.35,224,0.875,bicubic,-50.190,-40.280,-84
tf_efficientnet_b7.aa_in1k,45.303,54.697,61.727,38.273,66.35,600,0.949,bicubic,-50.767,-37.613,-189
pvt_v2_b2.in1k,45.280,54.720,60.613,39.387,25.36,224,0.900,bicubic,-49.730,-38.427,+27
resnet61q.ra2_in1k,45.280,54.720,59.407,40.593,36.85,288,1.000,bicubic,-49.850,-39.853,-3
cs3edgenet_x.c2_in1k,45.257,54.743,60.260,39.740,47.82,288,1.000,bicubic,-50.203,-39.060,-73
nasnetalarge.tf_in1k,45.223,54.777,57.893,42.107,88.75,331,0.911,bicubic,-49.927,-41.237,-11
focalnet_tiny_lrf.ms_in1k,45.217,54.783,61.300,38.700,28.65,224,0.900,bicubic,-49.973,-37.920,-20
tresnet_xl.miil_in1k_448,45.210,54.790,61.437,38.563,78.44,448,0.875,bilinear,-50.300,-37.903,-87
flexivit_small.600ep_in1k,45.207,54.793,59.407,40.593,22.06,240,0.950,bicubic,-50.053,-39.973,-41
convit_small.fb_in1k,45.200,54.800,60.487,39.513,27.78,224,0.875,bicubic,-49.720,-38.693,+38
swin_small_patch4_window7_224.ms_in1k,45.183,54.817,60.357,39.643,49.61,224,0.900,bicubic,-50.527,-38.933,-121
sequencer2d_s.in1k,45.113,54.887,60.067,39.933,27.65,224,0.875,bicubic,-50.347,-39.193,-79
tf_efficientnet_b3.aa_in1k,45.103,54.897,60.643,39.357,12.23,300,0.904,bicubic,-49.807,-38.467,+37
rexnet_200.nav_in1k,45.057,54.943,62.323,37.677,16.37,224,0.875,bicubic,-49.613,-36.767,+87
maxxvit_rmlp_nano_rw_256.sw_in1k,45.050,54.950,59.663,40.337,16.78,256,0.950,bicubic,-50.290,-39.677,-61
resnetrs152.tf_in1k,44.950,55.050,59.690,40.310,86.62,320,1.000,bicubic,-51.010,-39.660,-178
deit_base_patch16_224.fb_in1k,44.870,55.130,59.177,40.823,86.57,224,0.900,bicubic,-50.150,-39.993,+12
flexivit_small.300ep_in1k,44.853,55.147,59.363,40.637,22.06,240,0.950,bicubic,-50.297,-39.787,-24
focalnet_tiny_srf.ms_in1k,44.833,55.167,61.037,38.963,28.43,224,0.900,bicubic,-50.217,-38.103,+2
coatnet_bn_0_rw_224.sw_in1k,44.803,55.197,60.913,39.087,27.44,224,0.950,bicubic,-50.177,-38.327,+16
deit_base_patch16_384.fb_in1k,44.770,55.230,59.600,40.400,86.86,384,1.000,bicubic,-50.870,-39.820,-121
resmlp_36_224.fb_distilled_in1k,44.763,55.237,61.073,38.927,44.69,224,0.875,bicubic,-49.797,-38.087,+99
cait_xxs36_384.fb_dist_in1k,44.760,55.240,59.387,40.613,17.37,384,1.000,bicubic,-50.480,-39.933,-51
resnet101.a1h_in1k,44.727,55.273,59.120,40.880,44.55,288,1.000,bicubic,-50.853,-40.150,-114
gernet_l.idstcv_in1k,44.717,55.283,58.947,41.053,31.08,256,0.875,bilinear,-50.213,-40.253,+20
tf_efficientnet_b2.ap_in1k,44.710,55.290,60.687,39.313,9.11,260,0.890,bicubic,-49.560,-38.403,+153
resmlp_24_224.fb_distilled_in1k,44.707,55.293,61.463,38.537,30.02,224,0.875,bicubic,-49.623,-37.627,+142
xcit_tiny_24_p16_224.fb_dist_in1k,44.707,55.293,59.417,40.583,12.12,224,1.000,bicubic,-49.533,-39.543,+157
regnety_032.tv2_in1k,44.653,55.347,60.900,39.100,19.44,224,0.965,bicubic,-50.217,-38.240,+29
ecaresnetlight.miil_in1k,44.580,55.420,60.383,39.617,30.16,288,0.950,bicubic,-49.950,-38.797,+95
swinv2_tiny_window16_256.ms_in1k,44.570,55.430,59.573,40.427,28.35,256,0.900,bicubic,-50.760,-39.577,-76
vit_relpos_small_patch16_224.sw_in1k,44.553,55.447,60.210,39.790,21.98,224,0.900,bicubic,-50.127,-38.710,+64
gmlp_s16_224.ra3_in1k,44.470,55.530,58.617,41.383,19.42,224,0.875,bicubic,-49.030,-40.223,+261
resnetv2_101.a1h_in1k,44.427,55.573,58.697,41.303,44.54,288,1.000,bicubic,-51.143,-40.573,-123
regnety_160.tv2_in1k,44.417,55.583,59.227,40.773,83.59,224,0.965,bicubic,-50.743,-40.023,-43
inception_resnet_v2.tf_ens_adv_in1k,44.393,55.607,58.117,41.883,55.84,299,0.897,bicubic,-49.727,-40.853,+170
tresnet_l.miil_in1k,44.387,55.613,59.947,40.053,55.99,224,0.875,bilinear,-50.513,-39.083,+15
maxxvitv2_nano_rw_256.sw_in1k,44.373,55.627,58.830,41.170,23.70,256,0.950,bicubic,-51.057,-40.360,-102
resnext101_32x4d.gluon_in1k,44.283,55.717,59.060,40.940,44.18,224,0.875,bicubic,-49.847,-39.790,+164
gcvit_xtiny.in1k,44.247,55.753,59.973,40.027,19.98,224,0.875,bicubic,-50.773,-39.187,-12
regnety_080_tv.tv2_in1k,44.180,55.820,58.787,41.213,39.38,224,0.965,bicubic,-51.120,-40.573,-81
maxvit_rmlp_nano_rw_256.sw_in1k,44.180,55.820,58.243,41.757,15.50,256,0.950,bicubic,-51.260,-40.817,-106
poolformer_m48.sail_in1k,44.160,55.840,59.153,40.847,73.47,224,0.950,bicubic,-50.940,-39.947,-35
regnetz_c16_evos.ch_in1k,44.143,55.857,61.073,38.927,13.49,320,0.950,bicubic,-51.497,-38.167,-145
vit_srelpos_small_patch16_224.sw_in1k,44.130,55.870,59.693,40.307,21.97,224,0.900,bicubic,-50.420,-39.457,+78
resnetv2_101x1_bit.goog_in21k_ft_in1k,44.127,55.873,61.950,38.050,44.54,448,1.000,bilinear,-51.193,-37.420,-89
crossvit_15_240.in1k,44.113,55.887,59.143,40.857,27.53,240,0.875,bicubic,-50.587,-39.987,+42
convnextv2_nano.fcmae_ft_in1k,44.100,55.900,60.167,39.833,15.62,288,1.000,bicubic,-51.040,-39.133,-51
pit_b_224.in1k,44.080,55.920,58.023,41.977,73.76,224,0.900,bicubic,-50.730,-41.237,+22
resnet152s.gluon_in1k,44.067,55.933,58.710,41.290,60.32,224,0.875,bicubic,-50.653,-40.120,+34
resnet50.fb_ssl_yfcc100m_ft_in1k,44.020,55.980,61.887,38.113,25.56,224,0.875,bilinear,-50.300,-37.263,+120
poolformer_m36.sail_in1k,44.010,55.990,59.033,40.967,56.17,224,0.950,bicubic,-51.020,-40.067,-26
inception_resnet_v2.tf_in1k,44.003,55.997,57.920,42.080,55.84,299,0.897,bicubic,-50.357,-40.880,+111
pnasnet5large.tf_in1k,43.943,56.057,56.740,43.260,86.06,331,0.911,bicubic,-51.417,-42.390,-104
resnext101_64x4d.gluon_in1k,43.913,56.087,58.707,41.293,83.46,224,0.875,bicubic,-50.437,-40.363,+113
wide_resnet50_2.tv2_in1k,43.910,56.090,59.630,40.370,68.88,224,0.965,bilinear,-50.900,-39.350,+11
pit_s_224.in1k,43.910,56.090,58.640,41.360,23.46,224,0.900,bicubic,-50.680,-40.500,+58
coatnext_nano_rw_224.sw_in1k,43.907,56.093,58.663,41.337,14.70,224,0.900,bicubic,-50.943,-40.537,+4
coat_lite_small.in1k,43.813,56.187,57.127,42.873,19.84,224,0.900,bicubic,-51.257,-41.993,-44
mobilevitv2_200.cvnets_in22k_ft_in1k,43.810,56.190,59.490,40.510,18.45,256,0.888,bicubic,-51.240,-39.660,-36
regnetv_040.ra3_in1k,43.783,56.217,58.453,41.547,20.64,288,1.000,bicubic,-51.947,-40.927,-178
tnt_s_patch16_224,43.777,56.223,59.220,40.780,23.76,224,0.900,bicubic,-50.783,-39.920,+58
swinv2_cr_small_224.sw_in1k,43.767,56.233,57.717,42.283,49.70,224,0.900,bicubic,-51.643,-41.343,-122
cspresnext50.ra_in1k,43.763,56.237,60.150,39.850,20.57,256,0.887,bilinear,-50.477,-38.900,+120
cait_xxs36_224.fb_dist_in1k,43.757,56.243,58.740,41.260,17.30,224,1.000,bicubic,-50.153,-40.350,+169
pit_xs_distilled_224.in1k,43.723,56.277,60.663,39.337,11.00,224,0.900,bicubic,-49.557,-38.057,+257
swin_s3_tiny_224.ms_in1k,43.717,56.283,59.507,40.493,28.33,224,0.900,bicubic,-51.203,-39.593,-20
tf_efficientnetv2_s.in1k,43.713,56.287,58.597,41.403,21.46,384,1.000,bicubic,-51.997,-40.783,-181
rexnet_150.nav_in1k,43.690,56.310,60.923,39.077,9.73,224,0.875,bicubic,-50.580,-37.897,+108
xcit_tiny_12_p8_224.fb_dist_in1k,43.643,56.357,58.477,41.523,6.71,224,1.000,bicubic,-51.047,-40.283,+21
edgenext_small.usi_in1k,43.637,56.363,59.893,40.107,5.59,320,1.000,bicubic,-51.193,-39.517,-6
tf_efficientnet_b5.in1k,43.620,56.380,60.130,39.870,30.39,456,0.934,bicubic,-52.250,-39.260,-214
efficientformer_l1.snap_dist_in1k,43.593,56.407,59.957,40.043,12.29,224,0.950,bicubic,-50.347,-38.973,+155
maxvit_nano_rw_256.sw_in1k,43.523,56.477,57.610,42.390,15.45,256,0.950,bicubic,-51.947,-41.780,-145
wide_resnet50_2.racm_in1k,43.510,56.490,59.060,40.940,68.88,288,0.950,bicubic,-51.620,-40.230,-76
cs3sedarknet_x.c2ns_in1k,43.503,56.497,58.770,41.230,35.40,288,1.000,bicubic,-51.907,-40.660,-137
coatnet_rmlp_nano_rw_224.sw_in1k,43.503,56.497,58.610,41.390,15.15,224,0.900,bicubic,-51.587,-40.560,-67
crossvit_small_240.in1k,43.483,56.517,58.947,41.053,26.86,240,0.875,bicubic,-51.097,-40.103,+37
regnety_016.tv2_in1k,43.433,56.567,59.547,40.453,11.20,224,0.965,bicubic,-50.977,-39.493,+71
resnet101d.gluon_in1k,43.430,56.570,58.627,41.373,44.57,224,0.875,bicubic,-50.750,-40.383,+116
ecaresnet50t.ra2_in1k,43.417,56.583,59.313,40.687,25.57,320,0.950,bicubic,-51.663,-39.827,-70
resnet101s.gluon_in1k,43.370,56.630,58.523,41.477,44.67,224,0.875,bicubic,-50.810,-40.417,+113
cspdarknet53.ra_in1k,43.350,56.650,59.420,40.580,27.64,256,0.887,bilinear,-50.740,-39.560,+125
tf_efficientnet_b4.in1k,43.333,56.667,59.450,40.550,19.34,380,0.922,bicubic,-52.147,-39.820,-158
xcit_tiny_24_p8_224.fb_in1k,43.323,56.677,57.277,42.723,12.11,224,1.000,bicubic,-51.577,-41.743,-34
xcit_tiny_12_p8_384.fb_dist_in1k,43.317,56.683,58.177,41.823,6.71,384,1.000,bicubic,-52.023,-41.133,-133
visformer_small.in1k,43.273,56.727,57.977,42.023,40.22,224,0.900,bicubic,-51.697,-41.193,-50
convmixer_768_32.in1k,43.270,56.730,59.383,40.617,21.11,224,0.960,bicubic,-51.170,-39.497,+57
eca_nfnet_l0.ra2_in1k,43.220,56.780,59.923,40.077,24.14,288,1.000,bicubic,-52.240,-39.357,-159
ecaresnet101d_pruned.miil_in1k,43.220,56.780,58.970,41.030,24.88,288,0.950,bicubic,-51.780,-40.260,-58
regnety_064.ra3_in1k,43.210,56.790,57.247,42.753,30.58,288,1.000,bicubic,-52.580,-42.103,-218
poolformerv2_s24.sail_in1k,43.193,56.807,60.430,39.570,21.34,224,1.000,bicubic,-51.277,-38.580,+46
regnetx_160.tv2_in1k,43.187,56.813,57.480,42.520,54.28,224,0.965,bicubic,-52.023,-41.680,-113
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,43.183,56.817,58.403,41.597,119.42,256,0.900,bicubic,-49.957,-39.907,+246
vit_small_patch32_384.augreg_in21k_ft_in1k,43.150,56.850,59.310,40.690,22.92,384,1.000,bicubic,-51.440,-39.760,+17
resnest26d.gluon_in1k,43.140,56.860,60.633,39.367,17.07,224,0.875,bilinear,-50.090,-38.217,+234
twins_pcpvt_small.in1k,43.120,56.880,58.900,41.100,24.11,224,0.900,bicubic,-51.480,-40.200,+11
regnetx_080.tv2_in1k,43.090,56.910,57.923,42.077,39.57,224,0.965,bicubic,-51.640,-41.107,-15
resmlp_36_224.fb_in1k,43.060,56.940,59.300,40.700,44.69,224,0.875,bicubic,-50.590,-39.650,+170
cspresnet50.ra_in1k,43.053,56.947,59.163,40.837,21.62,256,0.887,bilinear,-50.817,-39.737,+140
coatnet_nano_rw_224.sw_in1k,43.030,56.970,57.927,42.073,15.14,224,0.900,bicubic,-52.020,-41.153,-78
ecaresnet50d.miil_in1k,43.020,56.980,59.417,40.583,25.58,288,0.950,bicubic,-51.650,-39.843,-4
tf_efficientnet_lite4.in1k,42.990,57.010,57.620,42.380,13.01,380,0.920,bilinear,-51.880,-41.480,-43
twins_svt_small.in1k,42.920,57.080,58.460,41.540,24.06,224,0.900,bicubic,-51.840,-40.490,-27
dpn131.mx_in1k,42.917,57.083,57.130,42.870,79.25,224,0.875,bicubic,-50.863,-41.830,+147
mobilevitv2_200.cvnets_in22k_ft_in1k_384,42.913,57.087,58.973,41.027,18.45,384,1.000,bicubic,-52.477,-40.307,-161
resnet152.gluon_in1k,42.900,57.100,57.740,42.260,60.19,224,0.875,bicubic,-51.130,-41.110,+110
fbnetv3_d.ra2_in1k,42.857,57.143,59.687,40.313,10.31,256,0.950,bilinear,-51.013,-39.183,+131
resnet50.tv2_in1k,42.827,57.173,58.570,41.430,25.56,224,0.965,bilinear,-51.773,-40.520,+1
levit_conv_256.fb_dist_in1k,42.823,57.177,57.897,42.103,18.89,224,0.900,bicubic,-51.577,-41.163,+42
levit_256.fb_dist_in1k,42.813,57.187,57.893,42.107,18.89,224,0.900,bicubic,-51.587,-41.167,+40
resnet152c.gluon_in1k,42.813,57.187,57.720,42.280,60.21,224,0.875,bicubic,-51.067,-41.080,+126
tf_efficientnet_b1.ap_in1k,42.800,57.200,58.820,41.180,7.79,240,0.882,bicubic,-50.820,-39.950,+162
resnext50_32x4d.tv2_in1k,42.780,57.220,57.563,42.437,25.03,224,0.965,bilinear,-51.680,-41.337,+26
gcresnet50t.ra2_in1k,42.767,57.233,59.027,40.973,25.90,288,1.000,bicubic,-52.013,-40.093,-41
coatnet_0_rw_224.sw_in1k,42.753,57.247,56.230,43.770,27.44,224,0.950,bicubic,-52.147,-42.960,-63
tresnet_l.miil_in1k_448,42.743,57.257,58.943,41.057,55.99,448,0.875,bilinear,-52.657,-40.457,-174
cs3darknet_x.c2ns_in1k,42.727,57.273,58.190,41.810,35.05,288,1.000,bicubic,-52.553,-41.100,-153
dpn107.mx_in1k,42.710,57.290,57.160,42.840,86.92,224,0.875,bicubic,-51.300,-41.870,+103
seresnext50_32x4d.gluon_in1k,42.683,57.317,58.707,41.293,27.56,224,0.875,bicubic,-51.497,-40.213,+77
tresnet_m.miil_in1k,42.680,57.320,58.157,41.843,31.39,224,0.875,bilinear,-51.400,-40.673,+90
convnext_nano.d1h_in1k,42.677,57.323,57.577,42.423,15.59,288,1.000,bicubic,-52.193,-41.653,-63
resnetaa50d.sw_in12k_ft_in1k,42.610,57.390,58.490,41.510,25.58,288,1.000,bicubic,-52.680,-40.730,-160
xcit_tiny_12_p16_384.fb_dist_in1k,42.593,57.407,58.083,41.917,6.72,384,1.000,bicubic,-51.927,-40.887,+4
regnety_040.ra3_in1k,42.577,57.423,57.007,42.993,20.65,288,1.000,bicubic,-52.913,-42.413,-202
resnext101_32x8d.tv_in1k,42.563,57.437,58.303,41.697,88.79,224,0.875,bilinear,-51.217,-40.547,+125
nf_resnet50.ra2_in1k,42.520,57.480,59.530,40.470,25.56,288,0.940,bicubic,-51.860,-39.290,+30
mobilevitv2_175.cvnets_in22k_ft_in1k,42.517,57.483,58.117,41.883,14.25,256,0.888,bicubic,-52.263,-40.973,-53
seresnext50_32x4d.racm_in1k,42.433,57.567,58.093,41.907,27.56,288,0.950,bicubic,-52.567,-41.107,-96
resnetrs101.tf_in1k,42.417,57.583,57.283,42.717,63.62,288,0.940,bicubic,-52.833,-41.697,-161
poolformer_s36.sail_in1k,42.380,57.620,58.830,41.170,30.86,224,0.900,bicubic,-52.240,-40.290,-25
nest_tiny_jx.goog_in1k,42.320,57.680,57.067,42.933,17.06,224,0.875,bicubic,-52.600,-42.103,-83
tf_efficientnetv2_b3.in1k,42.313,57.687,57.943,42.057,14.36,300,0.904,bicubic,-52.807,-41.257,-129
xcit_tiny_24_p16_224.fb_in1k,42.277,57.723,56.837,43.163,12.12,224,1.000,bicubic,-51.573,-41.913,+109
resnet152.a1_in1k,42.273,57.727,55.530,44.470,60.19,288,1.000,bicubic,-52.817,-43.460,-125
convmixer_1024_20_ks9_p14.in1k,42.267,57.733,59.723,40.277,24.38,224,0.960,bicubic,-50.063,-38.707,+280
deit_small_patch16_224.fb_in1k,42.257,57.743,58.033,41.967,22.05,224,0.900,bicubic,-51.733,-41.007,+88
tf_efficientnet_cc_b1_8e.in1k,42.253,57.747,58.437,41.563,39.72,240,0.882,bicubic,-51.327,-40.253,+145
legacy_senet154.in1k,42.227,57.773,56.620,43.380,115.09,224,0.875,bilinear,-52.503,-42.480,-57
cait_xxs24_384.fb_dist_in1k,42.183,57.817,57.473,42.527,12.03,384,1.000,bicubic,-52.767,-41.657,-98
dpn98.mx_in1k,42.180,57.820,56.597,43.403,61.57,224,0.875,bicubic,-51.750,-42.313,+89
xception41p.ra3_in1k,42.157,57.843,56.883,43.117,26.91,299,0.940,bicubic,-52.903,-42.277,-123
tf_efficientnet_b2.aa_in1k,42.123,57.877,58.197,41.803,9.11,260,0.890,bicubic,-52.097,-40.733,+46
resnet50.b1k_in1k,42.080,57.920,58.153,41.847,25.56,288,1.000,bicubic,-52.430,-40.917,-10
resnext50_32x4d.gluon_in1k,42.050,57.950,57.673,42.327,25.03,224,0.875,bicubic,-51.620,-41.017,+123
convnext_nano_ols.d1h_in1k,42.023,57.977,56.867,43.133,15.65,288,1.000,bicubic,-52.557,-42.243,-30
pvt_v2_b1.in1k,41.960,58.040,59.597,40.403,14.01,224,0.900,bicubic,-51.530,-39.263,+148
xcit_tiny_12_p16_224.fb_dist_in1k,41.940,58.060,57.247,42.753,6.72,224,1.000,bicubic,-51.410,-41.443,+170
efficientnet_b2.ra_in1k,41.937,58.063,58.297,41.703,9.11,288,1.000,bicubic,-52.423,-40.743,+13
mobilevitv2_150.cvnets_in22k_ft_in1k,41.937,58.063,57.913,42.087,10.59,256,0.888,bicubic,-52.743,-41.197,-53
resnet50.b2k_in1k,41.910,58.090,57.673,42.327,25.56,288,1.000,bicubic,-52.390,-41.257,+23
efficientformerv2_s1.snap_dist_in1k,41.883,58.117,57.967,42.033,6.19,224,0.950,bicubic,-51.957,-40.923,+92
gcvit_xxtiny.in1k,41.833,58.167,58.443,41.557,12.00,224,0.875,bicubic,-52.217,-40.637,+60
tf_efficientnet_b3.in1k,41.797,58.203,58.060,41.940,12.23,300,0.904,bicubic,-52.493,-41.040,+21
mobilevitv2_150.cvnets_in22k_ft_in1k_384,41.790,58.210,57.807,42.193,10.59,384,1.000,bicubic,-53.560,-41.313,-203
resnet50d.ra2_in1k,41.787,58.213,58.023,41.977,25.58,288,0.950,bicubic,-53.023,-40.797,-87
resnext50_32x4d.a1h_in1k,41.753,58.247,56.443,43.557,25.03,288,1.000,bicubic,-53.237,-42.717,-123
gcresnext50ts.ch_in1k,41.703,58.297,57.403,42.597,15.67,288,1.000,bicubic,-52.787,-41.607,-22
poolformer_s24.sail_in1k,41.700,58.300,58.463,41.537,21.39,224,0.900,bicubic,-52.690,-40.597,-3
edgenext_small_rw.sw_in1k,41.677,58.323,58.517,41.483,7.83,320,1.000,bicubic,-52.683,-40.533,+3
mobilevitv2_175.cvnets_in22k_ft_in1k_384,41.673,58.327,58.010,41.990,14.25,384,1.000,bicubic,-53.587,-41.150,-194
hrnet_w64.ms_in1k,41.647,58.353,57.123,42.877,128.06,224,0.875,bilinear,-52.183,-41.817,+83
dla102x2.in1k,41.637,58.363,57.977,42.023,41.28,224,0.875,bilinear,-52.353,-40.983,+61
senet154.gluon_in1k,41.627,58.373,56.353,43.647,115.09,224,0.875,bicubic,-53.073,-42.617,-74
seresnet50.ra2_in1k,41.593,58.407,57.987,42.013,28.09,288,0.950,bicubic,-53.147,-41.123,-84
cs3sedarknet_l.c2ns_in1k,41.557,58.443,57.343,42.657,21.91,288,0.950,bicubic,-53.553,-41.867,-160
inception_v4.tf_in1k,41.557,58.443,55.380,44.620,42.68,299,0.875,bicubic,-52.823,-43.690,-8
haloregnetz_b.ra3_in1k,41.533,58.467,57.083,42.917,11.68,224,0.940,bicubic,-52.987,-42.087,-39
convnext_tiny.fb_in22k_ft_in1k,41.533,58.467,55.470,44.530,28.59,288,1.000,bicubic,-51.997,-43.130,+123
swinv2_cr_tiny_ns_224.sw_in1k,41.523,58.477,57.183,42.817,28.33,224,0.900,bicubic,-53.247,-41.927,-94
efficientnet_em.ra2_in1k,41.493,58.507,58.880,41.120,6.90,240,0.882,bicubic,-52.237,-40.050,+86
efficientnet_el.ra_in1k,41.490,58.510,58.293,41.707,10.59,300,0.904,bicubic,-53.180,-40.837,-73
tf_efficientnet_cc_b0_8e.in1k,41.487,58.513,57.363,42.637,24.01,224,0.875,bicubic,-51.383,-41.097,+203
convnextv2_pico.fcmae_ft_in1k,41.477,58.523,58.050,41.950,9.07,288,0.950,bicubic,-53.083,-41.120,-52
halo2botnet50ts_256.a1h_in1k,41.460,58.540,56.193,43.807,22.64,256,0.950,bicubic,-53.550,-42.947,-144
swin_tiny_patch4_window7_224.ms_in1k,41.453,58.547,57.303,42.697,28.29,224,0.900,bicubic,-53.167,-41.847,-71
resnetv2_50d_evos.ah_in1k,41.407,58.593,56.500,43.500,25.59,288,1.000,bicubic,-53.513,-42.600,-131
resnet50.a1h_in1k,41.387,58.613,56.677,43.323,25.56,224,1.000,bicubic,-52.823,-42.243,+16
cait_xxs24_224.fb_dist_in1k,41.370,58.630,57.520,42.480,11.96,224,1.000,bicubic,-52.080,-41.280,+124
swinv2_tiny_window8_256.ms_in1k,41.370,58.630,57.150,42.850,28.35,256,0.900,bicubic,-53.650,-41.820,-153
resnet152.tv_in1k,41.327,58.673,57.517,42.483,60.19,224,0.875,bilinear,-51.913,-41.183,+146
resnet50.ram_in1k,41.297,58.703,55.033,44.967,25.56,288,0.950,bicubic,-52.703,-43.847,+41
dpn68b.ra_in1k,41.293,58.707,55.080,44.920,12.61,288,1.000,bicubic,-52.497,-43.830,+67
cs3darknet_l.c2ns_in1k,41.273,58.727,57.383,42.617,21.16,288,0.950,bicubic,-53.407,-41.847,-89
xception71.tf_in1k,41.270,58.730,55.893,44.107,42.34,299,0.903,bicubic,-52.650,-43.057,+47
gernet_s.idstcv_in1k,41.260,58.740,58.823,41.177,8.17,224,0.875,bilinear,-51.180,-39.677,+224
inception_v3.tf_adv_in1k,41.240,58.760,56.327,43.673,23.83,299,0.875,bicubic,-51.760,-42.493,+168
resnet101.a1_in1k,41.207,58.793,54.273,45.727,44.55,288,1.000,bicubic,-53.733,-44.927,-144
dpn92.mx_in1k,41.203,58.797,56.217,43.783,37.67,224,0.875,bicubic,-52.947,-42.733,+11
resnetv2_50d_gn.ah_in1k,41.113,58.887,56.520,43.480,25.57,288,1.000,bicubic,-54.107,-42.510,-213
resnet50.c1_in1k,41.090,58.910,56.453,43.547,25.56,288,1.000,bicubic,-53.420,-42.547,-58
nf_regnet_b1.ra2_in1k,41.013,58.987,58.143,41.857,10.22,288,0.900,bicubic,-52.877,-40.747,+44
resnet50d.gluon_in1k,40.963,59.037,57.130,42.870,25.58,224,0.875,bicubic,-52.577,-41.580,+96
fbnetv3_b.ra2_in1k,40.960,59.040,58.650,41.350,8.60,256,0.950,bilinear,-52.670,-40.300,+78
resnet152.a3_in1k,40.937,59.063,55.020,44.980,60.19,224,0.950,bicubic,-53.503,-44.160,-48
ecaresnet50d_pruned.miil_in1k,40.910,59.090,57.633,42.367,19.94,288,0.950,bicubic,-53.390,-41.567,-23
inception_v3.gluon_in1k,40.907,59.093,55.627,44.373,23.83,299,0.875,bicubic,-52.653,-43.213,+88
resnetv2_50.a1h_in1k,40.893,59.107,56.383,43.617,25.55,288,1.000,bicubic,-53.797,-42.707,-105
cs3darknet_focus_l.c2ns_in1k,40.890,59.110,56.633,43.367,21.15,288,0.950,bicubic,-53.900,-42.527,-126
levit_conv_192.fb_dist_in1k,40.840,59.160,56.707,43.293,10.95,224,0.900,bicubic,-52.870,-42.113,+64
levit_192.fb_dist_in1k,40.837,59.163,56.710,43.290,10.95,224,0.900,bicubic,-52.873,-42.220,+62
regnety_320.pycls_in1k,40.810,59.190,56.110,43.890,145.05,224,0.875,bicubic,-53.710,-42.850,-75
regnetx_032.tv2_in1k,40.790,59.210,56.627,43.373,15.30,224,0.965,bicubic,-53.730,-42.143,-72
eva02_tiny_patch14_336.mim_in22k_ft_in1k,40.767,59.233,56.063,43.937,5.76,336,1.000,bicubic,-53.683,-43.037,-62
lamhalobotnet50ts_256.a1h_in1k,40.760,59.240,56.130,43.870,22.57,256,0.950,bicubic,-54.050,-43.100,-135
maxvit_rmlp_pico_rw_256.sw_in1k,40.757,59.243,55.203,44.797,7.52,256,0.950,bicubic,-53.453,-43.747,-14
legacy_xception.tf_in1k,40.753,59.247,56.397,43.603,22.86,299,0.897,bicubic,-52.867,-42.403,+69
resnet152.a2_in1k,40.737,59.263,54.280,45.720,60.19,288,1.000,bicubic,-54.233,-44.930,-168
vit_base_patch32_384.augreg_in1k,40.707,59.293,55.187,44.813,88.30,384,1.000,bicubic,-52.443,-43.423,+129
skresnext50_32x4d.ra_in1k,40.703,59.297,56.020,43.980,27.48,224,0.875,bicubic,-53.257,-42.810,+17
resnet101.gluon_in1k,40.693,59.307,56.123,43.877,44.55,224,0.875,bicubic,-53.067,-42.577,+42
hrnet_w40.ms_in1k,40.663,59.337,56.753,43.247,57.56,224,0.875,bilinear,-53.067,-42.047,+46
resmlp_24_224.fb_in1k,40.657,59.343,56.557,43.443,30.02,224,0.875,bicubic,-52.763,-42.273,+98
resnet50.am_in1k,40.620,59.380,57.377,42.623,25.56,224,0.875,bicubic,-53.010,-41.493,+59
resnext50_32x4d.ra_in1k,40.620,59.380,56.347,43.653,25.03,288,0.950,bicubic,-53.710,-42.683,-45
repvgg_b1.rvgg_in1k,40.603,59.397,57.843,42.157,57.42,224,0.875,bilinear,-52.837,-40.977,+90
ese_vovnet39b.ra_in1k,40.590,59.410,56.600,43.400,24.57,288,0.950,bicubic,-53.890,-42.460,-80
halonet50ts.a1h_in1k,40.573,59.427,55.197,44.803,22.73,256,0.940,bicubic,-54.147,-43.863,-133
tf_efficientnet_lite3.in1k,40.567,59.433,56.463,43.537,8.20,300,0.904,bilinear,-53.523,-42.497,-10
mobilevitv2_175.cvnets_in1k,40.537,59.463,56.273,43.727,14.25,256,0.888,bicubic,-53.693,-42.657,-33
xcit_tiny_12_p8_224.fb_in1k,40.537,59.463,55.647,44.353,6.71,224,1.000,bicubic,-53.813,-43.233,-55
dla169.in1k,40.523,59.477,57.247,42.753,53.39,224,0.875,bilinear,-53.267,-41.293,+27
tresnet_m.miil_in1k_448,40.513,59.487,56.690,43.310,31.39,448,0.875,bilinear,-54.147,-42.460,-121
regnetz_b16.ra3_in1k,40.510,59.490,55.997,44.003,9.72,288,1.000,bicubic,-54.160,-43.133,-124
pit_xs_224.in1k,40.497,59.503,56.540,43.460,10.62,224,0.900,bicubic,-52.393,-42.230,+147
resnetaa50.a1h_in1k,40.483,59.517,55.993,44.007,25.56,288,1.000,bicubic,-54.367,-43.127,-163
vit_base_patch16_384.augreg_in1k,40.473,59.527,53.247,46.753,86.86,384,1.000,bicubic,-53.967,-45.773,-81
regnetx_320.pycls_in1k,40.470,59.530,55.653,44.347,107.81,224,0.875,bicubic,-53.760,-43.167,-42
repvgg_b2.rvgg_in1k,40.467,59.533,57.780,42.220,89.02,224,0.875,bilinear,-53.113,-41.000,+52
coat_mini.in1k,40.417,59.583,55.200,44.800,10.34,224,0.900,bicubic,-54.343,-43.890,-152
eca_resnet33ts.ra2_in1k,40.400,59.600,57.337,42.663,19.68,288,1.000,bicubic,-53.850,-41.693,-48
resnet34d.ra2_in1k,40.400,59.600,56.170,43.830,21.82,288,0.950,bicubic,-53.200,-42.590,+45
skresnet34.ra_in1k,40.390,59.610,56.720,43.280,22.28,224,0.875,bicubic,-52.180,-41.800,+168
efficientnet_el_pruned.in1k,40.377,59.623,56.893,43.107,10.59,300,0.904,bicubic,-53.703,-42.127,-24
efficientnet_b2_pruned.in1k,40.373,59.627,56.523,43.477,8.31,260,0.890,bicubic,-53.427,-42.387,+12
wide_resnet101_2.tv_in1k,40.360,59.640,55.793,44.207,126.89,224,0.875,bilinear,-53.360,-43.007,+23
coat_lite_mini.in1k,40.357,59.643,55.697,44.303,11.01,224,0.900,bicubic,-53.113,-43.073,+62
legacy_seresnext101_32x4d.in1k,40.347,59.653,54.817,45.183,48.96,224,0.875,bilinear,-53.773,-43.973,-33
sebotnet33ts_256.a1h_in1k,40.347,59.653,53.223,46.777,13.70,256,0.940,bicubic,-53.963,-45.377,-67
tf_efficientnet_b0.ap_in1k,40.343,59.657,56.803,43.197,5.29,224,0.875,bicubic,-52.277,-41.567,+155
densenet201.tv_in1k,40.283,59.717,56.713,43.287,20.01,224,0.875,bicubic,-52.417,-41.887,+148
regnetx_160.pycls_in1k,40.253,59.747,56.050,43.950,54.28,224,0.875,bicubic,-53.657,-42.840,-9
xception65.tf_in1k,40.253,59.747,55.263,44.737,39.92,299,0.903,bicubic,-53.497,-43.597,+13
resnet101.a2_in1k,40.190,59.810,54.223,45.777,44.55,288,1.000,bicubic,-54.700,-45.047,-188
resnet50.c2_in1k,40.187,59.813,55.247,44.753,25.56,288,1.000,bicubic,-54.083,-43.793,-67
resnet50.ra_in1k,40.180,59.820,56.197,43.803,25.56,288,0.950,bicubic,-53.920,-42.643,-39
poolformerv2_s12.sail_in1k,40.163,59.837,57.450,42.550,11.89,224,1.000,bicubic,-52.727,-41.080,+126
resnetblur50.bt_in1k,40.157,59.843,56.187,43.813,25.56,288,0.950,bicubic,-54.013,-42.823,-50
mobilevitv2_200.cvnets_in1k,40.140,59.860,55.517,44.483,18.45,256,0.888,bicubic,-54.380,-43.393,-120
darknetaa53.c2ns_in1k,40.120,59.880,55.777,44.223,36.02,288,1.000,bilinear,-54.090,-43.223,-57
hrnet_w48.ms_in1k,40.107,59.893,56.623,43.377,77.47,224,0.875,bilinear,-53.903,-42.307,-32
vit_base_patch16_224.sam_in1k,40.097,59.903,55.427,44.573,86.57,224,0.900,bicubic,-53.793,-43.323,-17
resnet50_gn.a1h_in1k,40.060,59.940,54.857,45.143,25.56,288,0.950,bicubic,-54.560,-44.193,-149
legacy_seresnet152.in1k,40.053,59.947,55.830,44.170,66.82,224,0.875,bilinear,-53.357,-43.000,+58
resnet50.d_in1k,40.043,59.957,54.717,45.283,25.56,288,1.000,bicubic,-54.427,-44.283,-116
hrnet_w30.ms_in1k,40.037,59.963,57.120,42.880,37.71,224,0.875,bilinear,-53.373,-41.730,+57
regnetx_080.pycls_in1k,39.990,60.010,55.950,44.050,39.57,224,0.875,bicubic,-53.800,-42.910,-9
seresnet33ts.ra2_in1k,39.987,60.013,56.403,43.597,19.78,288,1.000,bicubic,-54.273,-42.597,-76
tf_efficientnet_b1.aa_in1k,39.967,60.033,56.123,43.877,7.79,240,0.882,bicubic,-53.753,-42.687,+1
resnet101c.gluon_in1k,39.957,60.043,55.283,44.717,44.57,224,0.875,bicubic,-53.733,-43.477,+6
convnext_pico_ols.d1_in1k,39.887,60.113,55.610,44.390,9.06,288,1.000,bicubic,-54.123,-43.420,-40
resmlp_12_224.fb_distilled_in1k,39.833,60.167,57.430,42.570,15.35,224,0.875,bicubic,-53.037,-41.190,+113
tf_efficientnetv2_b0.in1k,39.800,60.200,56.287,43.713,7.14,224,0.875,bicubic,-53.260,-42.413,+80
res2net50_26w_8s.in1k,39.800,60.200,54.900,45.100,48.40,224,0.875,bilinear,-53.610,-43.850,+52
darknet53.c2ns_in1k,39.740,60.260,55.283,44.717,41.61,288,1.000,bicubic,-54.620,-43.767,-104
res2net101_26w_4s.in1k,39.720,60.280,54.550,45.450,45.21,224,0.875,bilinear,-53.810,-44.020,+23
lambda_resnet50ts.a1h_in1k,39.720,60.280,54.373,45.627,21.54,256,0.950,bicubic,-54.850,-44.537,-147
hrnet_w44.ms_in1k,39.690,60.310,55.330,44.670,67.06,224,0.875,bilinear,-53.930,-43.630,+6
regnetx_120.pycls_in1k,39.687,60.313,55.643,44.357,46.11,224,0.875,bicubic,-54.573,-43.527,-88
vit_small_patch32_224.augreg_in21k_ft_in1k,39.677,60.323,55.253,44.747,22.88,224,0.900,bicubic,-52.463,-43.267,+155
resmlp_big_24_224.fb_in1k,39.637,60.363,54.830,45.170,129.14,224,0.875,bicubic,-54.633,-44.120,-91
vit_small_patch16_384.augreg_in1k,39.630,60.370,54.237,45.763,22.20,384,1.000,bicubic,-54.980,-44.903,-165
mixnet_xl.ra_in1k,39.623,60.377,55.873,44.127,11.90,224,0.875,bicubic,-54.607,-43.177,-85
xception41.tf_in1k,39.607,60.393,55.013,44.987,26.97,299,0.903,bicubic,-53.873,-43.737,+24
densenet161.tv_in1k,39.603,60.397,56.130,43.870,28.68,224,0.875,bicubic,-53.287,-42.660,+96
dla102x.in1k,39.567,60.433,56.320,43.680,26.31,224,0.875,bilinear,-53.973,-42.530,+12
tf_efficientnetv2_b1.in1k,39.567,60.433,55.337,44.663,8.14,240,0.882,bicubic,-54.143,-43.453,-15
xcit_tiny_12_p16_224.fb_in1k,39.540,60.460,55.050,44.950,6.72,224,1.000,bicubic,-52.940,-43.380,+129
sehalonet33ts.ra2_in1k,39.540,60.460,54.027,45.973,13.69,256,0.940,bicubic,-54.980,-45.143,-146
convnext_pico.d1_in1k,39.520,60.480,55.317,44.683,9.05,288,0.950,bicubic,-54.510,-43.693,-65
tf_efficientnet_b2.in1k,39.513,60.487,56.107,43.893,9.11,260,0.890,bicubic,-54.197,-42.683,-20
rexnet_130.nav_in1k,39.480,60.520,56.637,43.363,7.56,224,0.875,bicubic,-54.200,-42.063,-15
hrnet_w32.ms_in1k,39.473,60.527,56.123,43.877,41.23,224,0.875,bilinear,-53.487,-42.727,+77
levit_128.fb_dist_in1k,39.447,60.553,55.350,44.650,9.21,224,0.900,bicubic,-53.583,-43.360,+62
levit_conv_128.fb_dist_in1k,39.447,60.553,55.337,44.663,9.21,224,0.900,bicubic,-53.583,-43.363,+62
resnetv2_50x1_bit.goog_in21k_ft_in1k,39.433,60.567,57.853,42.147,25.55,448,1.000,bilinear,-55.307,-41.327,-206
ecaresnet50t.a1_in1k,39.417,60.583,53.680,46.320,25.57,288,1.000,bicubic,-55.473,-45.380,-232
regnety_064.pycls_in1k,39.393,60.607,55.770,44.230,30.58,224,0.875,bicubic,-54.737,-43.260,-87
regnety_120.pycls_in1k,39.347,60.653,55.277,44.723,51.82,224,0.875,bicubic,-54.663,-43.543,-69
gcresnet33ts.ra2_in1k,39.327,60.673,55.887,44.113,19.88,288,1.000,bicubic,-55.023,-43.213,-123
mobilevitv2_150.cvnets_in1k,39.323,60.677,55.230,44.770,10.59,256,0.888,bicubic,-54.727,-43.670,-77
tf_efficientnet_el.in1k,39.297,60.703,55.377,44.623,10.59,300,0.904,bicubic,-55.053,-43.583,-127
resnet101.tv_in1k,39.293,60.707,55.790,44.210,44.55,224,0.875,bilinear,-53.587,-42.870,+81
resnet50s.gluon_in1k,39.257,60.743,55.023,44.977,25.68,224,0.875,bicubic,-54.313,-43.817,-10
regnety_160.pycls_in1k,39.250,60.750,55.447,44.553,83.59,224,0.875,bicubic,-54.880,-43.573,-93
resnet101.a3_in1k,39.250,60.750,53.707,46.293,44.55,224,0.950,bicubic,-54.610,-45.053,-54
inception_v3.tf_in1k,39.223,60.777,54.310,45.690,23.83,299,0.875,bicubic,-53.967,-44.350,+36
resnext50_32x4d.a1_in1k,39.183,60.817,53.360,46.640,25.03,288,1.000,bicubic,-55.197,-45.420,-138
densenet169.tv_in1k,39.170,60.830,55.860,44.140,14.15,224,0.875,bicubic,-53.130,-42.750,+119
tf_efficientnetv2_b2.in1k,39.167,60.833,54.567,45.433,10.10,260,0.890,bicubic,-54.893,-44.363,-88
resnext50d_32x4d.bt_in1k,39.100,60.900,54.343,45.657,25.05,288,0.950,bicubic,-55.300,-44.707,-147
legacy_seresnet101.in1k,39.040,60.960,55.003,44.997,49.33,224,0.875,bilinear,-54.230,-43.737,+23
efficientnet_b1_pruned.in1k,39.007,60.993,55.633,44.367,6.33,240,0.882,bicubic,-53.973,-43.097,+56
repvgg_b1g4.rvgg_in1k,38.980,61.020,56.353,43.647,39.97,224,0.875,bilinear,-54.050,-42.247,+41
crossvit_9_dagger_240.in1k,38.967,61.033,54.870,45.130,8.78,240,0.875,bicubic,-53.793,-43.780,+81
resnet50.a1_in1k,38.963,61.037,53.243,46.757,25.56,288,1.000,bicubic,-55.257,-45.507,-116
inception_v3.tv_in1k,38.943,61.057,53.873,46.127,23.83,299,0.875,bicubic,-53.957,-44.857,+63
regnety_080.pycls_in1k,38.910,61.090,55.190,44.810,39.18,224,0.875,bicubic,-54.970,-43.810,-71
res2net101d.in1k,38.907,61.093,53.053,46.947,45.23,224,0.875,bilinear,-55.623,-45.927,-183
legacy_seresnext50_32x4d.in1k,38.890,61.110,54.577,45.423,27.56,224,0.875,bilinear,-54.560,-44.203,-8
dla102.in1k,38.833,61.167,55.310,44.690,33.27,224,0.875,bilinear,-54.417,-43.480,+15
visformer_tiny.in1k,38.830,61.170,55.023,44.977,10.32,224,0.900,bicubic,-54.150,-43.647,+44
regnety_040.pycls_in1k,38.823,61.177,55.580,44.420,20.65,224,0.875,bicubic,-54.807,-43.330,-42
regnetx_040.pycls_in1k,38.710,61.290,55.357,44.643,22.12,224,0.875,bicubic,-54.980,-43.573,-49
res2net50_14w_8s.in1k,38.710,61.290,54.073,45.927,25.06,224,0.875,bilinear,-54.320,-44.747,+33
dpn68.mx_in1k,38.687,61.313,54.687,45.313,12.61,224,0.875,bicubic,-53.613,-43.903,+101
regnetx_032.pycls_in1k,38.680,61.320,55.160,44.840,15.30,224,0.875,bicubic,-54.560,-43.560,+11
res2net50_26w_6s.in1k,38.680,61.320,53.773,46.227,37.05,224,0.875,bilinear,-54.910,-44.857,-40
resnet33ts.ra2_in1k,38.667,61.333,55.167,44.833,19.68,288,1.000,bicubic,-55.263,-43.713,-88
wide_resnet50_2.tv_in1k,38.650,61.350,54.463,45.537,68.88,224,0.875,bilinear,-54.810,-44.487,-19
regnetx_016.tv2_in1k,38.620,61.380,54.733,45.267,9.19,224,0.965,bicubic,-55.400,-44.197,-103
SelecSls60.in1k,38.613,61.387,55.613,44.387,30.67,224,0.875,bicubic,-54.387,-42.877,+31
dla60x.in1k,38.607,61.393,55.400,44.600,17.35,224,0.875,bilinear,-54.583,-43.320,+8
densenetblur121d.ra_in1k,38.600,61.400,55.640,44.360,8.00,288,0.950,bicubic,-54.430,-43.060,+25
tf_efficientnet_b0.aa_in1k,38.587,61.413,55.977,44.023,5.29,224,0.875,bicubic,-53.813,-42.493,+87
dla60_res2net.in1k,38.583,61.417,54.577,45.423,20.85,224,0.875,bilinear,-54.787,-44.253,-9
SelecSls60b.in1k,38.557,61.443,55.313,44.687,32.77,224,0.875,bicubic,-54.943,-43.467,-34
repvgg_a2.rvgg_in1k,38.553,61.447,55.767,44.233,28.21,224,0.875,bilinear,-54.127,-42.513,+63
seresnet50.a1_in1k,38.537,61.463,53.413,46.587,28.09,288,1.000,bicubic,-55.623,-45.437,-130
dpn68b.mx_in1k,38.530,61.470,55.183,44.817,12.61,224,0.875,bicubic,-54.260,-43.337,+51
hardcorenas_f.miil_green_in1k,38.513,61.487,55.653,44.347,8.20,224,0.875,bilinear,-54.467,-42.967,+27
resnet32ts.ra2_in1k,38.503,61.497,55.497,44.503,17.96,288,1.000,bicubic,-55.087,-43.243,-53
dla60_res2next.in1k,38.443,61.557,54.950,45.050,17.03,224,0.875,bilinear,-55.137,-44.120,-51
resmlp_12_224.fb_in1k,38.440,61.560,56.327,43.673,15.35,224,0.875,bicubic,-53.680,-42.243,+93
tf_efficientnet_cc_b0_4e.in1k,38.430,61.570,55.177,44.823,13.31,224,0.875,bicubic,-54.390,-43.263,+44
regnetx_064.pycls_in1k,38.420,61.580,54.993,45.007,26.21,224,0.875,bicubic,-55.220,-44.047,-66
resnet50.gluon_in1k,38.410,61.590,54.830,45.170,25.56,224,0.875,bicubic,-54.150,-43.720,+65
resnet50d.a1_in1k,38.403,61.597,52.860,47.140,25.58,288,1.000,bicubic,-55.997,-46.200,-183
regnety_008_tv.tv2_in1k,38.343,61.657,54.267,45.733,6.43,224,0.965,bicubic,-54.817,-44.413,-4
hrnet_w18.ms_in1k,38.267,61.733,55.660,44.340,21.30,224,0.875,bilinear,-54.503,-42.960,+43
tinynet_a.in1k,38.227,61.773,55.187,44.813,6.19,192,0.875,bicubic,-54.573,-43.373,+38
ecaresnet50t.a3_in1k,38.227,61.773,53.650,46.350,25.57,224,0.950,bicubic,-55.633,-45.200,-100
resnet34.a1_in1k,38.220,61.780,52.373,47.627,21.80,288,1.000,bicubic,-54.780,-46.257,+11
densenet121.ra_in1k,38.177,61.823,55.140,44.860,7.98,288,0.950,bicubic,-54.523,-43.500,+46
mixnet_l.ft_in1k,38.173,61.827,54.800,45.200,7.33,224,0.875,bicubic,-55.067,-43.950,-16
regnety_032.pycls_in1k,38.170,61.830,54.370,45.630,19.44,224,0.875,bicubic,-55.290,-44.580,-46
poolformer_s12.sail_in1k,38.157,61.843,56.207,43.793,11.92,224,0.900,bicubic,-54.343,-42.193,+57
hardcorenas_e.miil_green_in1k,38.157,61.843,55.173,44.827,8.07,224,0.875,bilinear,-54.783,-43.497,+16
efficientnet_b1.ft_in1k,38.080,61.920,54.000,46.000,7.79,256,1.000,bicubic,-54.940,-44.710,+2
ecaresnet50t.a2_in1k,38.053,61.947,52.967,47.033,25.57,288,1.000,bicubic,-56.517,-46.073,-233
gmixer_24_224.ra3_in1k,38.050,61.950,52.077,47.923,24.72,224,0.875,bicubic,-54.630,-46.453,+41
vit_base_patch16_224.augreg_in1k,38.043,61.957,50.710,49.290,86.57,224,0.900,bicubic,-55.307,-48.050,-31
coat_lite_tiny.in1k,38.033,61.967,53.463,46.537,5.72,224,0.900,bicubic,-54.827,-45.167,+24
resnetrs50.tf_in1k,37.970,62.030,53.303,46.697,35.69,224,0.910,bicubic,-56.060,-45.437,-138
resnext50_32x4d.a2_in1k,37.933,62.067,52.353,47.647,25.03,288,1.000,bicubic,-56.287,-46.687,-164
mobilevitv2_125.cvnets_in1k,37.893,62.107,54.067,45.933,7.48,256,0.888,bicubic,-55.587,-44.773,-59
resnet50c.gluon_in1k,37.880,62.120,54.117,45.883,25.58,224,0.875,bicubic,-55.030,-44.583,+11
hardcorenas_c.miil_green_in1k,37.857,62.143,55.717,44.283,5.52,224,0.875,bilinear,-54.493,-42.623,+57
efficientformerv2_s0.snap_dist_in1k,37.820,62.180,54.047,45.953,3.60,224,0.950,bicubic,-54.050,-44.323,+77
res2net50_26w_4s.in1k,37.810,62.190,53.080,46.920,25.70,224,0.875,bilinear,-55.370,-45.580,-26
efficientnet_es.ra_in1k,37.783,62.217,54.957,45.043,5.44,224,0.875,bicubic,-55.137,-43.603,+4
resnest14d.gluon_in1k,37.773,62.227,56.473,43.527,10.61,224,0.875,bilinear,-53.377,-41.857,+102
convnext_femto.d1_in1k,37.733,62.267,54.100,45.900,5.22,288,0.950,bicubic,-55.707,-44.550,-58
resnext50_32x4d.tv_in1k,37.727,62.273,54.103,45.897,25.03,224,0.875,bilinear,-55.173,-44.217,+5
pit_ti_distilled_224.in1k,37.707,62.293,55.643,44.357,5.10,224,0.900,bicubic,-53.023,-42.607,+111
ecaresnet26t.ra2_in1k,37.667,62.333,54.357,45.643,16.01,320,0.950,bicubic,-56.273,-44.673,-137
seresnet50.a2_in1k,37.667,62.333,52.373,47.627,28.09,288,1.000,bicubic,-56.783,-46.517,-224
vit_base_patch32_224.augreg_in1k,37.563,62.437,51.810,48.190,88.22,224,0.900,bicubic,-53.027,-45.910,+111
hardcorenas_d.miil_green_in1k,37.530,62.470,54.710,45.290,7.50,224,0.875,bilinear,-55.080,-43.800,+28
res2next50.in1k,37.483,62.517,52.853,47.147,24.67,224,0.875,bilinear,-55.667,-45.787,-33
convnextv2_femto.fcmae_ft_in1k,37.477,62.523,53.507,46.493,5.23,288,0.950,bicubic,-56.273,-45.463,-116
resnet50.bt_in1k,37.420,62.580,53.860,46.140,25.56,288,0.950,bicubic,-56.540,-45.070,-146
hrnet_w18.ms_aug_in1k,37.337,62.663,54.123,45.877,21.30,224,0.950,bilinear,-56.143,-44.857,-77
lambda_resnet26t.c1_in1k,37.300,62.700,53.560,46.440,10.96,256,0.940,bicubic,-56.130,-45.170,-65
convnext_femto_ols.d1_in1k,37.253,62.747,53.047,46.953,5.23,288,0.950,bicubic,-56.137,-45.863,-59
hardcorenas_b.miil_green_in1k,37.240,62.760,55.037,44.963,5.18,224,0.875,bilinear,-54.680,-43.373,+57
resnet50d.a2_in1k,37.227,62.773,51.743,48.257,25.58,288,1.000,bicubic,-57.233,-47.287,-236
mobilenetv3_large_100.miil_in21k_ft_in1k,37.223,62.777,53.540,46.460,5.48,224,0.875,bilinear,-55.037,-44.700,+45
res2net50d.in1k,37.223,62.777,51.387,48.613,25.72,224,0.875,bilinear,-57.057,-47.473,-203
eca_halonext26ts.c1_in1k,37.170,62.830,53.103,46.897,10.76,256,0.940,bicubic,-56.380,-45.717,-93
cs3darknet_focus_m.c2ns_in1k,37.140,62.860,53.910,46.090,9.30,288,0.950,bicubic,-55.960,-44.840,-39
res2net50_48w_2s.in1k,37.120,62.880,53.327,46.673,25.29,224,0.875,bilinear,-55.660,-45.143,0
lambda_resnet26rpt_256.c1_in1k,37.103,62.897,53.860,46.140,10.99,256,0.940,bicubic,-56.327,-45.020,-75
vit_small_patch16_224.augreg_in1k,37.077,62.923,51.547,48.453,22.05,224,0.900,bicubic,-56.373,-47.233,-80
rexnet_100.nav_in1k,37.063,62.937,54.047,45.953,4.80,224,0.875,bicubic,-55.767,-44.553,-7
bat_resnext26ts.ch_in1k,37.057,62.943,53.743,46.257,10.73,256,0.900,bicubic,-56.063,-44.987,-45
resnet50.a2_in1k,37.047,62.953,51.347,48.653,25.56,288,1.000,bicubic,-57.083,-47.593,-183
dla60.in1k,37.043,62.957,54.213,45.787,22.04,224,0.875,bilinear,-55.597,-44.417,+6
tf_efficientnet_b1.in1k,37.017,62.983,53.413,46.587,7.79,240,0.882,bicubic,-55.923,-45.117,-27
regnety_016.pycls_in1k,37.013,62.987,54.083,45.917,11.20,224,0.875,bicubic,-55.997,-44.587,-38
tf_mixnet_l.in1k,36.967,63.033,52.597,47.403,7.33,224,0.875,bicubic,-56.063,-45.933,-41
botnet26t_256.c1_in1k,36.963,63.037,53.053,46.947,12.49,256,0.950,bicubic,-56.477,-45.737,-85
resnet34.a2_in1k,36.953,63.047,51.433,48.567,21.80,288,1.000,bicubic,-55.617,-47.137,+7
legacy_seresnet50.in1k,36.863,63.137,53.473,46.527,28.09,224,0.875,bilinear,-55.807,-45.177,-1
halonet26t.a1h_in1k,36.843,63.157,52.270,47.730,12.48,256,0.950,bicubic,-56.747,-46.470,-115
densenet121.tv_in1k,36.807,63.193,54.030,45.970,7.98,224,0.875,bicubic,-54.593,-44.220,+57
tf_efficientnet_lite2.in1k,36.797,63.203,53.313,46.687,6.09,260,0.890,bicubic,-55.793,-45.227,+2
mobilenetv2_120d.ra_in1k,36.793,63.207,54.047,45.953,5.83,224,0.875,bicubic,-55.817,-44.383,-2
tf_efficientnet_lite1.in1k,36.727,63.273,53.580,46.420,5.42,240,0.882,bicubic,-55.563,-44.920,+20
hardcorenas_a.miil_green_in1k,36.707,63.293,54.930,45.070,5.26,224,0.875,bilinear,-54.913,-43.360,+44
regnetx_016.pycls_in1k,36.693,63.307,53.307,46.693,9.19,224,0.875,bicubic,-55.837,-45.243,+3
eca_botnext26ts_256.c1_in1k,36.690,63.310,52.493,47.507,10.59,256,0.950,bicubic,-56.660,-46.197,-83
levit_conv_128s.fb_dist_in1k,36.623,63.377,53.137,46.863,7.78,224,0.900,bicubic,-54.877,-45.263,+45
levit_128s.fb_dist_in1k,36.623,63.377,53.130,46.870,7.78,224,0.900,bicubic,-54.887,-45.270,+45
efficientnet_b0.ra_in1k,36.593,63.407,53.477,46.523,5.29,224,0.875,bicubic,-55.887,-45.203,+2
resnext50_32x4d.a3_in1k,36.553,63.447,51.143,48.857,25.03,224,0.950,bicubic,-56.997,-47.537,-120
vit_base_patch32_224.sam_in1k,36.543,63.457,53.043,46.957,88.22,224,0.900,bicubic,-53.327,-44.557,+86
xcit_nano_12_p8_224.fb_dist_in1k,36.513,63.487,52.873,47.127,3.05,224,1.000,bicubic,-55.917,-45.657,+3
cs3darknet_m.c2ns_in1k,36.480,63.520,53.230,46.770,9.31,288,0.950,bicubic,-56.800,-45.560,-85
mobilevitv2_100.cvnets_in1k,36.397,63.603,53.073,46.927,4.90,256,0.888,bicubic,-56.743,-45.687,-71
tf_efficientnet_em.in1k,36.390,63.610,52.843,47.157,6.90,240,0.882,bicubic,-56.800,-45.647,-79
resnet50d.a3_in1k,36.337,63.663,51.330,48.670,25.58,224,0.950,bicubic,-57.073,-47.360,-98
skresnet18.ra_in1k,36.313,63.687,54.183,45.817,11.96,224,0.875,bicubic,-53.867,-43.597,+78
repvgg_b0.rvgg_in1k,36.293,63.707,54.063,45.937,15.82,224,0.875,bilinear,-55.387,-44.387,+26
resnet34.bt_in1k,36.257,63.743,52.757,47.243,21.80,288,0.950,bicubic,-56.023,-45.843,+5
resnet50.tv_in1k,36.183,63.817,52.797,47.203,25.56,224,0.875,bilinear,-55.937,-45.613,+13
legacy_seresnet34.in1k,36.150,63.850,52.570,47.430,21.96,224,0.875,bilinear,-55.340,-45.630,+33
xcit_nano_12_p16_384.fb_dist_in1k,36.140,63.860,53.247,46.753,3.05,384,1.000,bicubic,-56.000,-45.263,+8
coat_tiny.in1k,36.117,63.883,51.047,48.953,5.50,224,0.900,bicubic,-57.393,-47.633,-127
resnet34.tv_in1k,36.070,63.930,53.537,46.463,21.80,224,0.875,bilinear,-54.230,-44.433,+66
deit_tiny_distilled_patch16_224.fb_in1k,36.023,63.977,54.247,45.753,5.91,224,0.900,bicubic,-55.057,-44.023,+48
mobilenetv2_140.ra_in1k,35.997,64.003,53.963,46.037,6.11,224,0.875,bicubic,-56.053,-44.287,+9
convnextv2_atto.fcmae_ft_in1k,35.990,64.010,51.183,48.817,3.71,288,0.950,bicubic,-56.930,-47.497,-56
resnet50.a3_in1k,35.950,64.050,50.487,49.513,25.56,224,0.950,bicubic,-56.990,-48.173,-60
tf_efficientnet_lite0.in1k,35.940,64.060,53.490,46.510,4.65,224,0.875,bicubic,-55.340,-44.350,+30
SelecSls42b.in1k,35.823,64.177,52.473,47.527,32.46,224,0.875,bicubic,-56.657,-46.157,-17
xcit_nano_12_p8_384.fb_dist_in1k,35.797,64.203,52.297,47.703,3.05,384,1.000,bicubic,-57.503,-46.563,-105
seresnext26ts.ch_in1k,35.780,64.220,53.460,46.540,10.39,288,1.000,bicubic,-57.160,-45.120,-68
resnet34.gluon_in1k,35.780,64.220,52.183,47.817,21.80,224,0.875,bicubic,-55.310,-45.987,+40
convnext_atto.d2_in1k,35.773,64.227,52.323,47.677,3.70,288,0.950,bicubic,-56.997,-46.337,-46
seresnet50.a3_in1k,35.757,64.243,51.163,48.837,28.09,224,0.950,bicubic,-56.603,-47.167,-17
resnet26t.ra2_in1k,35.727,64.273,53.583,46.417,16.01,320,1.000,bicubic,-57.193,-45.107,-66
efficientnet_lite0.ra_in1k,35.647,64.353,53.667,46.333,4.65,224,0.875,bicubic,-55.613,-44.573,+24
dla34.in1k,35.637,64.363,52.797,47.203,15.74,224,0.875,bilinear,-55.583,-45.373,+24
mixnet_m.ft_in1k,35.633,64.367,52.430,47.570,5.01,224,0.875,bicubic,-56.637,-45.930,-13
resnet18.fb_ssl_yfcc100m_ft_in1k,35.613,64.387,53.753,46.247,11.69,224,0.875,bilinear,-55.087,-44.277,+41
mobilenetv3_rw.rmsp_in1k,35.543,64.457,53.707,46.293,5.48,224,0.875,bicubic,-56.007,-44.573,+10
regnetx_008.tv2_in1k,35.533,64.467,51.477,48.523,7.26,224,0.965,bicubic,-56.957,-46.953,-32
convnext_atto_ols.a2_in1k,35.403,64.597,51.390,48.610,3.70,288,0.950,bicubic,-57.577,-47.140,-82
efficientnet_es_pruned.in1k,35.387,64.613,52.837,47.163,5.44,224,0.875,bicubic,-56.303,-45.573,-1
mobilenetv2_110d.ra_in1k,35.307,64.693,52.870,47.130,4.52,224,0.875,bicubic,-56.023,-45.320,+13
tf_mixnet_m.in1k,35.197,64.803,50.990,49.010,5.01,224,0.875,bicubic,-57.013,-47.430,-18
hrnet_w18_small_v2.ms_in1k,35.163,64.837,52.423,47.577,15.60,224,0.875,bilinear,-55.997,-45.917,+19
xcit_nano_12_p16_224.fb_dist_in1k,35.120,64.880,52.547,47.453,3.05,224,1.000,bicubic,-55.070,-45.203,+46
resnet34.a3_in1k,35.033,64.967,50.503,49.497,21.80,224,0.950,bicubic,-55.207,-47.377,+42
convit_tiny.fb_in1k,35.027,64.973,51.777,48.223,5.71,224,0.875,bicubic,-55.523,-46.413,+34
gcresnext26ts.ch_in1k,35.023,64.977,51.493,48.507,10.48,288,1.000,bicubic,-57.717,-47.117,-59
eca_resnext26ts.ch_in1k,34.930,65.070,52.373,47.627,10.30,288,1.000,bicubic,-57.820,-46.337,-61
regnety_004.tv2_in1k,34.923,65.077,51.263,48.737,4.34,224,0.965,bicubic,-56.697,-46.907,-6
tinynet_b.in1k,34.867,65.133,52.003,47.997,3.73,188,0.875,bicubic,-56.253,-46.057,+16
resnext26ts.ra2_in1k,34.847,65.153,52.710,47.290,10.30,288,1.000,bicubic,-57.533,-45.680,-38
regnety_008.pycls_in1k,34.780,65.220,51.737,48.263,6.26,224,0.875,bicubic,-57.110,-46.673,-17
pit_ti_224.in1k,34.670,65.330,52.160,47.840,4.85,224,0.900,bicubic,-55.750,-45.850,+31
tf_efficientnet_b0.in1k,34.627,65.373,51.140,48.860,5.29,224,0.875,bicubic,-57.653,-47.410,-33
crossvit_9_240.in1k,34.620,65.380,51.770,48.230,8.55,240,0.875,bicubic,-56.440,-46.530,+16
mobilenetv3_large_100.ra_in1k,34.610,65.390,52.840,47.160,5.48,224,0.875,bicubic,-56.860,-45.480,-5
mixer_b16_224.goog_in21k_ft_in1k,34.427,65.573,48.107,51.893,59.88,224,0.875,bicubic,-56.713,-49.293,+8
pvt_v2_b0.in1k,34.400,65.600,53.103,46.897,3.67,224,0.900,bicubic,-54.570,-44.587,+49
tf_efficientnet_es.in1k,34.257,65.743,51.357,48.643,5.44,224,0.875,bicubic,-57.853,-47.073,-29
fbnetc_100.rmsp_in1k,34.253,65.747,51.190,48.810,5.57,224,0.875,bilinear,-57.027,-46.900,-4
resnet18d.ra2_in1k,34.220,65.780,51.767,48.233,11.71,288,0.950,bicubic,-56.580,-46.393,+12
regnety_006.pycls_in1k,34.153,65.847,51.253,48.747,6.06,224,0.875,bicubic,-57.407,-47.177,-16
resnet18.a1_in1k,33.973,66.027,49.410,50.590,11.69,288,1.000,bicubic,-56.227,-48.350,+26
tf_mobilenetv3_large_100.in1k,33.960,66.040,51.470,48.530,5.48,224,0.875,bilinear,-57.460,-46.790,-12
regnetx_008.pycls_in1k,33.803,66.197,50.543,49.457,7.26,224,0.875,bicubic,-57.377,-47.827,-4
mnasnet_100.rmsp_in1k,33.780,66.220,51.170,48.830,4.38,224,0.875,bicubic,-57.430,-47.050,-6
lcnet_100.ra2_in1k,33.773,66.227,52.090,47.910,2.95,224,0.875,bicubic,-55.137,-45.290,+42
semnasnet_075.rmsp_in1k,33.770,66.230,52.403,47.597,2.91,224,0.875,bicubic,-56.450,-45.547,+20
ese_vovnet19b_dw.ra_in1k,33.753,66.247,50.930,49.070,6.54,288,0.950,bicubic,-59.007,-47.560,-84
regnetx_004_tv.tv2_in1k,33.710,66.290,49.803,50.197,5.50,224,0.965,bicubic,-57.450,-48.307,-7
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,33.630,66.370,50.687,49.313,6.36,384,1.000,bicubic,-58.100,-47.743,-33
mobilevit_s.cvnets_in1k,33.627,66.373,49.297,50.703,5.58,256,0.900,bicubic,-59.523,-49.483,-136
xcit_nano_12_p8_224.fb_in1k,33.580,66.420,50.220,49.780,3.05,224,1.000,bicubic,-57.520,-48.010,-6
vit_tiny_patch16_384.augreg_in21k_ft_in1k,33.543,66.457,51.083,48.917,5.79,384,1.000,bicubic,-59.877,-47.727,-164
semnasnet_100.rmsp_in1k,33.503,66.497,50.787,49.213,3.89,224,0.875,bicubic,-58.167,-47.503,-33
spnasnet_100.rmsp_in1k,33.490,66.510,51.280,48.720,4.42,224,0.875,bilinear,-57.100,-46.670,+2
mixnet_s.ft_in1k,33.473,66.527,50.997,49.003,4.13,224,0.875,bicubic,-58.297,-47.313,-40
crossvit_tiny_240.in1k,33.353,66.647,49.897,50.103,7.01,240,0.875,bicubic,-57.177,-48.053,+4
mobilevitv2_075.cvnets_in1k,33.340,66.660,50.110,49.890,2.87,256,0.888,bicubic,-58.630,-48.190,-47
vgg19_bn.tv_in1k,33.240,66.760,50.777,49.223,143.68,224,0.875,bilinear,-57.750,-47.323,-8
ghostnet_100.in1k,33.190,66.810,51.160,48.840,5.18,224,0.875,bilinear,-57.260,-46.660,+2
regnetx_006.pycls_in1k,33.147,66.853,50.243,49.757,6.20,224,0.875,bicubic,-57.643,-47.847,-8
edgenext_x_small.in1k,33.110,66.890,49.003,50.997,2.34,288,1.000,bicubic,-58.470,-49.187,-38
seresnext26t_32x4d.bt_in1k,33.087,66.913,50.270,49.730,16.81,288,0.950,bicubic,-60.263,-48.390,-164
resnet18.tv_in1k,33.057,66.943,51.173,48.827,11.69,224,0.875,bilinear,-55.093,-45.947,+29
seresnext26d_32x4d.bt_in1k,32.970,67.030,49.830,50.170,16.81,288,0.950,bicubic,-60.090,-48.880,-143
xcit_nano_12_p16_224.fb_in1k,32.953,67.047,49.977,50.023,3.05,224,1.000,bicubic,-56.017,-47.433,+21
legacy_seresnext26_32x4d.in1k,32.770,67.230,49.237,50.763,16.79,224,0.875,bicubic,-59.830,-49.173,-90
hrnet_w18_small.ms_in1k,32.653,67.347,50.590,49.410,13.19,224,0.875,bilinear,-57.217,-47.300,+2
deit_tiny_patch16_224.fb_in1k,32.653,67.347,50.260,49.740,5.72,224,0.900,bicubic,-56.957,-47.700,+8
legacy_seresnet18.in1k,32.600,67.400,50.317,49.683,11.78,224,0.875,bicubic,-56.660,-47.373,+11
mobilenetv2_100.ra_in1k,32.523,67.477,50.803,49.197,3.50,224,0.875,bicubic,-57.327,-47.027,+2
regnetx_004.pycls_in1k,32.513,67.487,49.340,50.660,5.16,224,0.875,bicubic,-56.947,-48.420,+6
resnet26d.bt_in1k,32.420,67.580,49.997,50.003,16.01,288,0.950,bicubic,-60.130,-48.653,-91
resnet18.gluon_in1k,32.413,67.587,49.740,50.260,11.69,224,0.875,bicubic,-56.247,-47.350,+15
regnety_004.pycls_in1k,32.320,67.680,49.467,50.533,4.34,224,0.875,bicubic,-58.450,-48.603,-21
resnet18.a2_in1k,32.223,67.777,47.887,52.113,11.69,288,1.000,bicubic,-57.257,-49.743,+1
tf_mixnet_s.in1k,32.190,67.810,48.530,51.470,4.13,224,0.875,bicubic,-59.490,-49.710,-57
resnet26.bt_in1k,32.173,67.827,49.443,50.557,16.00,288,0.950,bicubic,-59.947,-49.107,-71
vit_tiny_patch16_224.augreg_in21k_ft_in1k,32.020,67.980,49.027,50.973,5.72,224,0.900,bicubic,-59.900,-49.313,-66
tf_mobilenetv3_large_075.in1k,31.850,68.150,49.117,50.883,3.99,224,0.875,bilinear,-58.480,-48.753,-16
tf_mobilenetv3_large_minimal_100.in1k,31.600,68.400,49.353,50.647,3.92,224,0.875,bilinear,-57.560,-47.957,+3
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,30.790,69.210,47.663,52.337,6.34,224,0.900,bicubic,-58.550,-50.037,-2
tinynet_c.in1k,30.513,69.487,48.480,51.520,2.46,184,0.875,bicubic,-57.887,-48.780,+7
lcnet_075.ra2_in1k,30.373,69.627,48.770,51.230,2.36,224,0.875,bicubic,-56.587,-47.780,+17
vgg16_bn.tv_in1k,30.357,69.643,47.280,52.720,138.37,224,0.875,bilinear,-60.183,-50.710,-25
resnet18.a3_in1k,30.097,69.903,46.337,53.663,11.69,224,0.950,bicubic,-56.973,-50.323,+13
edgenext_xx_small.in1k,29.750,70.250,46.487,53.513,1.33,288,1.000,bicubic,-60.050,-51.013,-13
regnety_002.pycls_in1k,29.710,70.290,46.830,53.170,3.16,224,0.875,bicubic,-58.480,-50.610,+4
mobilevit_xs.cvnets_in1k,29.590,70.410,46.047,53.953,2.32,256,0.900,bicubic,-61.620,-52.013,-51
mobilenetv3_small_100.lamb_in1k,29.050,70.950,47.200,52.800,2.54,224,0.875,bicubic,-57.130,-49.250,+13
mnasnet_small.lamb_in1k,28.953,71.047,47.287,52.713,2.03,224,0.875,bicubic,-56.527,-48.713,+14
vgg13_bn.tv_in1k,28.863,71.137,46.730,53.270,133.05,224,0.875,bilinear,-60.337,-50.800,-9
resnet10t.c3_in1k,28.853,71.147,46.903,53.097,5.44,224,0.950,bicubic,-57.827,-49.827,+9
regnetx_002.pycls_in1k,28.840,71.160,45.450,54.550,2.68,224,0.875,bicubic,-58.520,-51.550,+2
mobilenetv2_050.lamb_in1k,28.660,71.340,46.593,53.407,1.97,224,0.875,bicubic,-56.330,-49.027,+13
vgg19.tv_in1k,28.580,71.420,45.167,54.833,143.67,224,0.875,bilinear,-61.100,-52.383,-21
mobilevitv2_050.cvnets_in1k,28.567,71.433,45.193,54.807,1.37,256,0.888,bicubic,-60.463,-52.397,-12
dla60x_c.in1k,28.443,71.557,46.210,53.790,1.32,224,0.875,bilinear,-58.687,-50.930,0
vgg11_bn.tv_in1k,28.430,71.570,46.460,53.540,132.87,224,0.875,bilinear,-59.970,-50.790,-8
tinynet_d.in1k,27.960,72.040,45.877,54.123,2.34,152,0.875,bicubic,-57.480,-50.143,+6
vgg16.tv_in1k,27.877,72.123,44.680,55.320,138.36,224,0.875,bilinear,-61.493,-52.840,-22
resnet14t.c3_in1k,27.557,72.443,44.697,55.303,10.08,224,0.950,bicubic,-61.693,-52.743,-20
tf_mobilenetv3_small_100.in1k,27.280,72.720,44.407,55.593,2.54,224,0.875,bilinear,-58.660,-51.993,+1
mixer_l16_224.goog_in21k_ft_in1k,26.860,73.140,37.913,62.087,208.20,224,0.875,bicubic,-60.130,-56.157,-4
mobilenetv3_small_075.lamb_in1k,26.537,73.463,43.883,56.117,2.04,224,0.875,bicubic,-57.583,-51.637,+6
vgg11.tv_in1k,26.537,73.463,43.470,56.530,132.86,224,0.875,bilinear,-60.813,-53.630,-9
mobilevit_xxs.cvnets_in1k,26.340,73.660,43.050,56.950,1.27,256,0.900,bicubic,-61.590,-54.140,-13
vgg13.tv_in1k,26.273,73.727,43.353,56.647,133.05,224,0.875,bilinear,-61.297,-53.757,-13
dla46x_c.in1k,26.220,73.780,43.770,56.230,1.07,224,0.875,bilinear,-59.210,-52.660,-2
lcnet_050.ra2_in1k,26.210,73.790,44.570,55.430,1.88,224,0.875,bicubic,-56.820,-50.430,+2
tf_mobilenetv3_small_075.in1k,26.197,73.803,43.630,56.370,2.04,224,0.875,bilinear,-58.303,-52.250,-1
dla46_c.in1k,25.513,74.487,43.783,56.217,1.30,224,0.875,bilinear,-59.187,-52.427,-3
tf_mobilenetv3_small_minimal_100.in1k,25.103,74.897,42.940,57.060,2.04,224,0.875,bilinear,-57.567,-52.080,0
tinynet_e.in1k,23.357,76.643,41.070,58.930,2.04,106,0.875,bicubic,-56.463,-52.900,0
mobilenetv3_small_050.lamb_in1k,21.740,78.260,38.753,61.247,1.59,224,0.875,bicubic,-56.350,-54.257,0