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,90.457,9.543,97.267,2.733,305.08,448,1.000,bicubic,-7.373,-2.553,+6
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,90.293,9.707,97.170,2.830,305.08,448,1.000,bicubic,-7.737,-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,87.980,12.020,95.610,4.390,305.08,448,1.000,bicubic,-10.170,-4.270,-8
eva02_large_patch14_448.mim_in22k_ft_in1k,87.587,12.413,95.730,4.270,305.08,448,1.000,bicubic,-10.273,-4.060,-3
regnety_1280.swag_lc_in1k,86.943,13.057,95.737,4.263,644.81,224,0.965,bicubic,-10.447,-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,83.923,16.077,93.873,6.127,304.53,336,1.000,bicubic,-13.677,-5.857,+18
vit_large_patch14_clip_336.laion2b_ft_in1k,83.610,16.390,93.510,6.490,304.53,336,1.000,bicubic,-13.620,-6.210,+63
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,+80
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,82.323,17.677,92.907,7.093,304.20,224,1.000,bicubic,-15.117,-6.773,+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,81.700,18.300,92.263,7.737,304.20,224,1.000,bicubic,-15.320,-7.407,+90
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,+48
regnety_320.swag_lc_in1k,81.317,18.683,93.153,6.847,145.05,224,0.965,bicubic,-15.463,-6.467,+123
eva_large_patch14_196.in22k_ft_in1k,81.300,18.700,91.533,8.467,304.14,196,1.000,bicubic,-16.220,-8.257,+12
regnety_320.swag_ft_in1k,81.203,18.797,92.707,7.293,145.05,384,1.000,bicubic,-16.177,-7.013,+23
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,80.870,19.130,91.917,8.083,200.13,256,1.000,bicubic,-16.260,-7.863,+65
eva_large_patch14_336.in22k_ft_in22k_in1k,80.087,19.913,89.357,10.643,304.53,336,1.000,bicubic,-17.773,-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,+124
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,+183
vit_large_patch14_clip_224.openai_ft_in12k_in1k,78.677,21.323,88.920,11.080,304.20,224,1.000,bicubic,-18.933,-10.810,0
eva_large_patch14_196.in22k_ft_in22k_in1k,78.500,21.500,88.330,11.670,304.14,196,1.000,bicubic,-19.110,-11.480,-3
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,78.433,21.567,88.500,11.500,304.53,336,1.000,bicubic,-19.027,-11.280,+8
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,78.267,21.733,88.673,11.327,304.20,224,1.000,bicubic,-19.123,-11.057,+12
regnety_160.swag_lc_in1k,78.187,21.813,91.663,8.337,83.59,224,0.965,bicubic,-18.263,-7.947,+172
regnety_160.swag_ft_in1k,77.683,22.317,90.737,9.263,83.59,384,1.000,bicubic,-19.487,-8.903,+50
eva02_base_patch14_448.mim_in22k_ft_in1k,77.610,22.390,89.307,10.693,87.12,448,1.000,bicubic,-20.110,-10.453,-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,-10
tf_efficientnet_l2.ns_jft_in1k_475,76.490,23.510,88.640,11.360,480.31,475,0.936,bicubic,-21.260,-11.150,-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,+206
convnextv2_huge.fcmae_ft_in22k_in1k_384,75.953,24.047,86.637,13.363,660.29,384,1.000,bicubic,-21.917,-13.273,-36
convnextv2_huge.fcmae_ft_in22k_in1k_512,75.823,24.177,86.943,13.057,660.29,512,1.000,bicubic,-21.987,-12.847,-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,+277
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,+203
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,+88
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,+58
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,+97
convnext_base.clip_laion2b_augreg_ft_in1k,73.400,26.600,87.147,12.853,88.59,256,1.000,bicubic,-23.160,-12.503,+134
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,72.657,27.343,85.160,14.840,44.18,224,0.875,bilinear,-23.383,-14.250,+242
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,71.703,28.297,82.713,17.287,475.32,384,1.000,bicubic,-26.037,-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,+17
vit_base_patch16_clip_384.laion2b_ft_in1k,70.777,29.223,83.820,16.180,86.86,384,1.000,bicubic,-26.123,-15.850,+69
caformer_b36.sail_in22k_ft_in1k_384,70.750,29.250,82.650,17.350,98.75,384,1.000,bicubic,-26.910,-17.210,-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,70.383,29.617,81.600,18.400,119.88,512,1.000,bicubic,-27.377,-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,69.710,30.290,81.197,18.803,304.37,224,1.000,bicubic,-27.600,-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,69.130,30.870,80.060,19.940,116.14,384,1.000,bicubic,-28.210,-19.630,-11
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,68.970,31.030,82.803,17.197,25.03,224,0.875,bilinear,-26.660,-16.607,+317
vit_base_patch16_clip_224.laion2b_ft_in1k,68.780,31.220,82.503,17.497,86.57,224,1.000,bicubic,-27.540,-17.017,+165
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,68.603,31.397,80.857,19.143,98.75,224,1.000,bicubic,-28.757,-18.973,-17
resnet50.fb_swsl_ig1b_ft_in1k,68.287,31.713,83.313,16.687,25.56,224,0.875,bilinear,-26.913,-16.077,+404
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,-7
tf_efficientnet_b7.ns_jft_in1k,67.507,32.493,81.383,18.617,66.35,600,0.949,bicubic,-29.683,-18.317,+8
vit_base_patch16_clip_384.openai_ft_in1k,67.350,32.650,81.687,18.313,86.86,384,1.000,bicubic,-29.460,-18.023,+65
vit_large_patch16_384.augreg_in21k_ft_in1k,67.057,32.943,78.697,21.303,304.72,384,1.000,bicubic,-30.353,-21.083,-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,+13
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,+4
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,66.147,33.853,78.883,21.117,86.86,384,1.000,bicubic,-31.073,-20.817,-5
vit_base_patch16_clip_224.openai_ft_in1k,66.027,33.973,80.980,19.020,86.57,224,0.900,bicubic,-30.283,-18.520,+151
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,+38
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,-19
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,-13
tf_efficientnet_b6.ns_jft_in1k,65.583,34.417,79.557,20.443,43.04,528,0.942,bicubic,-31.437,-20.153,+20
caformer_m36.sail_in22k_ft_in1k_384,65.580,34.420,78.703,21.297,56.20,384,1.000,bicubic,-31.790,-21.087,-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,-22
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,-1
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,-23
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,64.767,35.233,77.770,22.230,86.57,224,0.950,bicubic,-31.853,-21.790,+79
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,64.360,35.640,76.180,23.820,304.33,224,0.900,bicubic,-32.340,-23.390,+64
convnext_large.fb_in22k_ft_in1k,64.263,35.737,77.773,22.227,197.77,288,1.000,bicubic,-32.957,-21.957,-20
vit_large_r50_s32_384.augreg_in21k_ft_in1k,64.103,35.897,75.847,24.153,329.09,384,1.000,bicubic,-32.847,-23.783,+18
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,-3
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,+20
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,63.653,36.347,76.623,23.377,149.39,384,1.000,bicubic,-33.637,-23.157,-37
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,-46
caformer_m36.sail_in22k_ft_in1k,63.493,36.507,76.920,23.080,56.20,224,1.000,bicubic,-33.527,-22.810,+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,-22.290,-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,63.053,36.947,77.787,22.213,30.39,456,0.934,bicubic,-33.817,-21.853,+23
vit_base_patch16_clip_224.openai_ft_in12k_in1k,62.943,37.057,76.597,23.403,86.57,224,0.950,bicubic,-33.567,-22.953,+87
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,-23.010,+4
tf_efficientnetv2_l.in21k_ft_in1k,62.363,37.637,76.757,23.243,118.52,480,1.000,bicubic,-34.957,-22.883,-57
vit_base_patch8_224.augreg_in21k_ft_in1k,62.177,37.823,75.627,24.373,86.58,224,0.900,bicubic,-34.913,-23.983,-18
convformer_m36.sail_in22k_ft_in1k_384,62.103,37.897,75.540,24.460,57.05,384,1.000,bicubic,-35.267,-24.140,-65
tf_efficientnetv2_xl.in21k_ft_in1k,62.083,37.917,75.653,24.347,208.12,512,1.000,bicubic,-35.247,-23.947,-62
hrnet_w48_ssld.paddle_in1k,61.923,38.077,75.163,24.837,77.47,288,1.000,bilinear,-34.617,-24.477,+70
deit3_base_patch16_224.fb_in22k_ft_in1k,61.803,38.197,74.717,25.283,86.59,224,1.000,bicubic,-35.057,-24.903,+14
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,+34
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,61.257,38.743,74.620,25.380,57.05,224,1.000,bicubic,-35.813,-25.130,-23
tf_efficientnet_b4.ns_jft_in1k,61.233,38.767,76.160,23.840,19.34,380,0.922,bicubic,-35.477,-23.480,+35
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,61.103,38.897,74.050,25.950,119.88,512,1.000,bicubic,-36.067,-25.630,-38
caformer_s36.sail_in22k_ft_in1k,60.767,39.233,75.167,24.833,39.30,224,1.000,bicubic,-36.053,-24.523,+12
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,60.357,39.643,73.797,26.203,88.30,384,1.000,bicubic,-36.253,-25.683,+47
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,+40
tf_efficientnetv2_m.in21k_ft_in1k,60.267,39.733,75.070,24.930,54.14,480,1.000,bicubic,-36.733,-24.560,-18
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,60.230,39.770,73.550,26.450,88.34,448,1.000,bicubic,-36.330,-25.970,+54
vit_base_patch16_384.augreg_in21k_ft_in1k,60.183,39.817,73.843,26.157,86.86,384,1.000,bicubic,-36.837,-25.867,-22
convformer_s36.sail_in22k_ft_in1k_384,60.070,39.930,74.127,25.873,40.01,384,1.000,bicubic,-36.990,-25.583,-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
tiny_vit_21m_512.dist_in22k_ft_in1k,59.580,40.420,74.757,25.243,21.27,512,1.000,bicubic,-37.320,-24.933,-11
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,+30
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,+436
maxvit_base_tf_384.in1k,59.073,40.927,71.687,28.313,119.65,384,1.000,bicubic,-38.047,-27.953,-46
vit_base_patch16_224.augreg2_in21k_ft_in1k,59.060,40.940,73.603,26.397,86.57,224,0.900,bicubic,-37.450,-25.957,+56
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,-77
tiny_vit_21m_384.dist_in22k_ft_in1k,59.017,40.983,74.100,25.900,21.23,384,1.000,bicubic,-37.933,-25.610,-22
volo_d5_512.sail_in1k,58.927,41.073,73.210,26.790,296.09,512,1.150,bicubic,-38.373,-26.550,-80
convformer_s36.sail_in22k_ft_in1k,58.913,41.087,72.943,27.057,40.01,224,1.000,bicubic,-37.587,-26.517,+54
convnext_small.in12k_ft_in1k_384,58.807,41.193,72.797,27.203,50.22,384,1.000,bicubic,-38.183,-26.853,-32
volo_d5_448.sail_in1k,58.800,41.200,73.063,26.937,295.91,448,1.150,bicubic,-38.440,-26.607,-72
vit_large_r50_s32_224.augreg_in21k_ft_in1k,58.667,41.333,71.733,28.267,328.99,224,0.900,bicubic,-37.513,-27.777,+117
vit_base_patch32_clip_384.openai_ft_in12k_in1k,58.587,41.413,73.150,26.850,88.30,384,0.950,bicubic,-37.833,-26.350,+66
maxvit_large_tf_384.in1k,58.427,41.573,71.177,28.823,212.03,384,1.000,bicubic,-38.503,-28.393,-26
eva02_small_patch14_336.mim_in22k_ft_in1k,58.363,41.637,72.877,27.123,22.13,336,1.000,bicubic,-38.327,-26.733,+15
deit3_large_patch16_384.fb_in1k,58.357,41.643,72.950,27.050,304.76,384,1.000,bicubic,-38.493,-26.670,-16
deit3_huge_patch14_224.fb_in1k,58.137,41.863,72.143,27.857,632.13,224,0.900,bicubic,-38.443,-27.377,+27
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,57.837,42.163,72.960,27.040,87.41,672,0.954,bicubic,-38.713,-26.600,+34
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,-70
mvitv2_large.fb_in1k,57.497,42.503,70.750,29.250,217.99,224,0.900,bicubic,-38.903,-28.790,+62
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,57.473,42.527,72.307,27.693,271.22,384,1.000,bicubic,-39.367,-27.353,-23
tf_efficientnet_b3.ns_jft_in1k,57.417,42.583,72.370,27.630,12.23,300,0.904,bicubic,-38.683,-27.110,+119
volo_d4_448.sail_in1k,57.287,42.713,71.540,28.460,193.41,448,1.150,bicubic,-39.783,-28.090,-62
tiny_vit_21m_224.dist_in22k_ft_in1k,57.143,42.857,72.573,27.427,21.20,224,0.950,bicubic,-39.237,-26.847,+58
maxvit_small_tf_512.in1k,57.077,42.923,70.957,29.043,69.13,512,1.000,bicubic,-40.123,-28.663,-81
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,+302
vit_base_patch16_224.augreg_in21k_ft_in1k,56.833,43.167,70.633,29.367,86.57,224,0.900,bicubic,-39.467,-28.897,+75
deit3_medium_patch16_224.fb_in22k_ft_in1k,56.653,43.347,69.740,30.260,38.85,224,1.000,bicubic,-39.487,-29.550,+104
volo_d5_224.sail_in1k,56.507,43.493,70.660,29.340,295.46,224,0.960,bicubic,-40.373,-28.960,-39
deit3_large_patch16_224.fb_in1k,56.453,43.547,70.473,29.527,304.37,224,0.900,bicubic,-39.737,-29.027,+95
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,-16
flexivit_large.1200ep_in1k,56.290,43.710,71.560,28.440,304.36,240,0.950,bicubic,-40.490,-28.110,-21
convnextv2_tiny.fcmae_ft_in22k_in1k_384,56.100,43.900,71.897,28.103,28.64,384,1.000,bicubic,-40.520,-27.733,+2
flexivit_large.600ep_in1k,56.077,43.923,71.170,28.830,304.36,240,0.950,bicubic,-40.653,-28.390,-15
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_384,56.010,43.990,71.380,28.620,26.34,384,1.000,bicubic,-40.520,-28.200,+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,+468
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,55.783,44.217,70.997,29.003,39.03,384,0.950,bicubic,-40.707,-28.623,+24
flexivit_large.300ep_in1k,55.703,44.297,70.703,29.297,304.36,240,0.950,bicubic,-40.997,-28.877,-15
convnext_small.in12k_ft_in1k,55.700,44.300,70.727,29.273,50.22,288,1.000,bicubic,-40.900,-28.833,-1
caformer_b36.sail_in1k_384,55.193,44.807,68.070,31.930,98.75,384,1.000,bicubic,-41.967,-31.540,-90
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,-36
caformer_m36.sail_in1k_384,55.083,44.917,68.470,31.530,56.20,384,1.000,bicubic,-41.947,-31.240,-76
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,-28.387,+110
xcit_large_24_p16_384.fb_dist_in1k,54.907,45.093,69.850,30.150,189.10,384,1.000,bicubic,-42.033,-29.660,-61
volo_d4_224.sail_in1k,54.757,45.243,68.847,31.153,192.96,224,0.960,bicubic,-42.023,-30.763,-37
maxvit_tiny_tf_512.in1k,54.747,45.253,68.937,31.063,31.05,512,1.000,bicubic,-42.223,-30.733,-69
dm_nfnet_f5.dm_in1k,54.610,45.390,68.673,31.327,377.21,544,0.954,bicubic,-42.420,-31.007,-79
caformer_s36.sail_in1k_384,54.573,45.427,68.740,31.260,39.30,384,1.000,bicubic,-42.307,-30.930,-60
deit3_small_patch16_384.fb_in22k_ft_in1k,54.480,45.520,68.317,31.683,22.21,384,1.000,bicubic,-42.190,-31.323,-20
efficientnet_b5.sw_in12k_ft_in1k,54.413,45.587,69.873,30.127,30.39,448,1.000,bicubic,-42.357,-29.657,-38
vit_base_r50_s16_384.orig_in21k_ft_in1k,54.407,45.593,69.563,30.437,98.95,384,1.000,bicubic,-42.043,-30.047,+17
inception_next_base.sail_in1k_384,54.360,45.640,68.570,31.430,86.67,384,1.000,bicubic,-42.360,-31.040,-33
maxvit_small_tf_384.in1k,54.337,45.663,68.190,31.810,69.02,384,1.000,bicubic,-42.413,-31.350,-38
regnety_160.sw_in12k_ft_in1k,54.330,45.670,69.047,30.953,83.59,288,1.000,bicubic,-42.490,-30.573,-55
resnetv2_152x4_bit.goog_in21k_ft_in1k,54.317,45.683,70.170,29.830,936.53,480,1.000,bilinear,-42.563,-29.490,-65
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,-56
vit_small_r26_s32_384.augreg_in21k_ft_in1k,54.187,45.813,68.760,31.240,36.47,384,1.000,bicubic,-41.873,-30.740,+92
caformer_s18.sail_in22k_ft_in1k,54.113,45.887,69.713,30.287,26.34,224,1.000,bicubic,-41.897,-29.837,+102
volo_d3_448.sail_in1k,53.977,46.023,68.040,31.960,86.63,448,1.000,bicubic,-43.053,-31.630,-94
caformer_b36.sail_in1k,53.977,46.023,66.687,33.313,98.75,224,1.000,bicubic,-42.523,-32.943,0
tf_efficientnet_b5.ap_in1k,53.887,46.113,69.170,30.830,30.39,456,0.934,bicubic,-42.203,-30.370,+80
dm_nfnet_f6.dm_in1k,53.843,46.157,68.413,31.587,438.36,576,0.956,bicubic,-43.127,-31.347,-87
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,-11
tf_efficientnet_b2.ns_jft_in1k,53.600,46.400,70.270,29.730,9.11,260,0.890,bicubic,-41.920,-29.070,+204
cait_s36_384.fb_dist_in1k,53.560,46.440,68.003,31.997,68.37,384,1.000,bicubic,-43.070,-31.607,-35
tf_efficientnet_b6.ap_in1k,53.553,46.447,68.563,31.437,43.04,528,0.942,bicubic,-42.817,-30.987,+16
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,53.537,46.463,69.093,30.907,38.86,256,0.950,bicubic,-42.463,-30.327,+95
dm_nfnet_f3.dm_in1k,53.523,46.477,67.743,32.257,254.92,416,0.940,bicubic,-43.097,-31.837,-36
deit3_base_patch16_384.fb_in1k,53.483,46.517,67.623,32.377,86.88,384,1.000,bicubic,-42.747,-31.817,+47
deit3_base_patch16_224.fb_in1k,53.470,46.530,67.597,32.403,86.59,224,0.900,bicubic,-42.300,-31.673,+145
convformer_s18.sail_in22k_ft_in1k,53.437,46.563,68.680,31.320,26.77,224,1.000,bicubic,-42.663,-30.810,+67
tf_efficientnet_b8.ra_in1k,53.417,46.583,69.093,30.907,87.41,672,0.954,bicubic,-43.283,-30.557,-49
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,-64
vit_base_patch32_384.augreg_in21k_ft_in1k,53.300,46.700,68.057,31.943,88.30,384,1.000,bicubic,-42.600,-31.283,+110
tf_efficientnet_b7.ap_in1k,53.257,46.743,68.870,31.130,66.35,600,0.949,bicubic,-43.093,-30.650,+9
convnext_large.fb_in1k,53.247,46.753,67.887,32.113,197.77,288,1.000,bicubic,-43.153,-31.563,+1
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
hrnet_w18_ssld.paddle_in1k,53.233,46.767,68.183,31.817,21.30,288,1.000,bilinear,-42.477,-31.107,+150
maxvit_base_tf_224.in1k,53.233,46.767,66.133,33.867,119.47,224,0.950,bicubic,-43.107,-33.447,+11
tf_efficientnetv2_l.in1k,53.160,46.840,67.827,32.173,118.52,480,1.000,bicubic,-43.580,-31.723,-65
tf_efficientnetv2_s.in21k_ft_in1k,53.127,46.873,69.000,31.000,21.46,384,1.000,bicubic,-43.343,-30.570,-18
tf_efficientnet_b4.ap_in1k,53.087,46.913,68.223,31.777,19.34,380,0.922,bicubic,-42.403,-31.197,+188
convnext_tiny.in12k_ft_in1k_384,53.063,46.937,68.503,31.497,28.59,384,1.000,bicubic,-43.497,-31.127,-40
regnetz_e8.ra3_in1k,53.003,46.997,67.147,32.853,57.70,320,1.000,bicubic,-43.597,-32.433,-50
maxvit_large_tf_224.in1k,53.003,46.997,65.337,34.663,211.79,224,0.950,bicubic,-43.327,-34.073,+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,+46
volo_d3_224.sail_in1k,52.697,47.303,66.307,33.693,86.33,224,0.960,bicubic,-43.733,-33.233,-17
deit3_small_patch16_224.fb_in22k_ft_in1k,52.690,47.310,66.867,33.133,22.06,224,1.000,bicubic,-43.140,-32.473,+110
regnety_120.sw_in12k_ft_in1k,52.637,47.363,67.637,32.363,51.82,288,1.000,bicubic,-43.913,-32.043,-44
dm_nfnet_f4.dm_in1k,52.460,47.540,67.117,32.883,316.07,512,0.951,bicubic,-44.490,-32.523,-112
maxvit_tiny_tf_384.in1k,52.457,47.543,66.777,33.223,30.98,384,1.000,bicubic,-44.143,-32.843,-54
tf_efficientnet_b7.ra_in1k,52.410,47.590,68.220,31.780,66.35,600,0.949,bicubic,-44.160,-31.250,-52
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,-92
efficientnetv2_rw_m.agc_in1k,52.343,47.657,67.223,32.777,53.24,416,1.000,bicubic,-43.927,-32.407,+10
resnet18.fb_swsl_ig1b_ft_in1k,52.323,47.677,70.483,29.517,11.69,224,0.875,bilinear,-38.777,-27.717,+762
convformer_b36.sail_in1k_384,52.300,47.700,66.543,33.457,99.88,384,1.000,bicubic,-44.570,-33.107,-106
convformer_m36.sail_in1k_384,52.283,47.717,66.150,33.850,57.05,384,1.000,bicubic,-44.497,-33.580,-90
inception_next_base.sail_in1k,52.273,47.727,65.930,34.070,86.67,224,0.950,bicubic,-43.647,-33.430,+84
deit_base_distilled_patch16_384.fb_in1k,52.260,47.740,67.747,32.253,87.63,384,1.000,bicubic,-44.250,-31.843,-45
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,-55
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_384,51.987,48.013,66.197,33.803,40.01,384,1.000,bicubic,-44.713,-33.333,-81
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,51.937,48.063,68.660,31.340,236.34,384,1.000,bicubic,-44.253,-30.640,+17
fastvit_ma36.apple_dist_in1k,51.923,48.077,67.013,32.987,44.07,256,0.950,bicubic,-44.377,-32.547,-3
convnextv2_tiny.fcmae_ft_in22k_in1k,51.903,48.097,67.800,32.200,28.64,288,1.000,bicubic,-44.437,-31.570,-18
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,-21
xcit_small_24_p16_384.fb_dist_in1k,51.883,48.117,66.367,33.633,47.67,384,1.000,bicubic,-44.457,-33.183,-21
cait_s24_384.fb_dist_in1k,51.787,48.213,66.307,33.693,47.06,384,1.000,bicubic,-44.783,-33.243,-70
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,-58
caformer_m36.sail_in1k,51.693,48.307,64.497,35.503,56.20,224,1.000,bicubic,-44.717,-35.063,-36
ecaresnet269d.ra2_in1k,51.677,48.323,66.040,33.960,102.09,352,1.000,bicubic,-44.773,-33.620,-44
regnety_2560.seer_ft_in1k,51.650,48.350,68.193,31.807,"1,282.60",384,1.000,bicubic,-44.880,-31.327,-63
rexnetr_300.sw_in12k_ft_in1k,51.627,48.373,68.020,31.980,34.81,288,1.000,bicubic,-44.463,-31.520,+25
caformer_s36.sail_in1k,51.593,48.407,64.907,35.093,39.30,224,1.000,bicubic,-44.487,-34.603,+27
coat_lite_medium_384.in1k,51.570,48.430,65.740,34.260,44.57,384,1.000,bicubic,-45.000,-33.780,-75
mvitv2_base.fb_in1k,51.550,48.450,65.633,34.367,51.47,224,0.900,bicubic,-44.430,-33.957,+50
vit_base_patch16_224_miil.in21k_ft_in1k,51.543,48.457,65.207,34.793,86.54,224,0.875,bilinear,-44.497,-34.143,+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,-9
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,+54
tf_efficientnetv2_m.in1k,51.423,48.577,66.623,33.377,54.14,480,1.000,bicubic,-45.057,-32.897,-62
repvit_m2_3.dist_450e_in1k,51.383,48.617,66.737,33.263,23.69,224,0.950,bicubic,-44.607,-32.663,+42
caformer_s18.sail_in1k_384,51.353,48.647,65.657,34.343,26.34,384,1.000,bicubic,-45.057,-33.873,-50
edgenext_base.in21k_ft_in1k,51.283,48.717,65.657,34.343,18.51,320,1.000,bicubic,-44.917,-33.803,-6
davit_base.msft_in1k,51.267,48.733,65.223,34.777,87.95,224,0.950,bicubic,-44.973,-34.417,-14
convformer_b36.sail_in1k,51.203,48.797,64.280,35.720,99.88,224,1.000,bicubic,-45.037,-35.130,-14
maxvit_small_tf_224.in1k,51.190,48.810,65.260,34.740,68.93,224,0.950,bicubic,-45.010,-34.270,-8
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,-65
convnext_base.fb_in1k,51.057,48.943,65.880,34.120,88.59,288,1.000,bicubic,-45.253,-33.630,-33
convformer_m36.sail_in1k,51.020,48.980,63.653,36.347,57.05,224,1.000,bicubic,-45.060,-35.737,+13
volo_d2_384.sail_in1k,50.900,49.100,65.623,34.377,58.87,384,1.000,bicubic,-45.810,-33.977,-113
tf_efficientnet_b1.ns_jft_in1k,50.887,49.113,67.910,32.090,7.79,240,0.882,bicubic,-43.973,-31.340,+281
vit_base_patch16_384.orig_in21k_ft_in1k,50.880,49.120,65.277,34.723,86.86,384,1.000,bicubic,-45.320,-34.193,-16
convformer_s36.sail_in1k,50.863,49.137,64.083,35.917,40.01,224,1.000,bicubic,-45.247,-35.377,+1
tiny_vit_11m_224.dist_in22k_ft_in1k,50.830,49.170,66.870,33.130,11.00,224,0.950,bicubic,-44.880,-32.390,+95
xcit_small_24_p16_224.fb_dist_in1k,50.743,49.257,65.047,34.953,47.67,224,1.000,bicubic,-45.047,-34.243,+73
repvit_m2_3.dist_300e_in1k,50.737,49.263,66.743,33.257,23.69,224,0.950,bicubic,-44.853,-32.647,+113
convformer_s18.sail_in1k_384,50.687,49.313,65.637,34.363,26.77,384,1.000,bicubic,-45.563,-33.943,-31
flexivit_base.1200ep_in1k,50.687,49.313,65.133,34.867,86.59,240,0.950,bicubic,-45.433,-34.277,-7
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,-24
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,-53
efficientnet_b4.ra2_in1k,50.500,49.500,65.730,34.270,19.34,384,1.000,bicubic,-45.030,-33.670,+122
volo_d1_384.sail_in1k,50.477,49.523,64.913,35.087,26.78,384,1.000,bicubic,-46.003,-34.697,-84
efficientvit_b3.r256_in1k,50.477,49.523,64.180,35.820,48.65,256,1.000,bicubic,-45.353,-35.040,+56
xcit_small_12_p8_224.fb_dist_in1k,50.437,49.563,65.420,34.580,26.21,224,1.000,bicubic,-45.523,-33.950,+25
fastvit_sa36.apple_dist_in1k,50.427,49.573,65.803,34.197,31.53,256,0.900,bicubic,-45.533,-33.577,+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,-41
flexivit_base.600ep_in1k,50.353,49.647,64.627,35.373,86.59,240,0.950,bicubic,-45.607,-34.793,+23
efficientvit_b3.r288_in1k,50.340,49.660,64.063,35.937,48.65,288,1.000,bicubic,-45.800,-35.297,-19
regnetz_040_h.ra3_in1k,50.317,49.683,65.623,34.377,28.94,320,1.000,bicubic,-46.003,-33.917,-58
inception_next_small.sail_in1k,50.273,49.727,65.097,34.903,49.37,224,0.875,bicubic,-45.407,-34.153,+84
mvitv2_small.fb_in1k,50.260,49.740,64.893,35.107,34.87,224,0.900,bicubic,-45.630,-34.467,+35
cait_s24_224.fb_dist_in1k,50.250,49.750,65.020,34.980,46.92,224,1.000,bicubic,-45.410,-34.370,+83
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,+134
pit_b_distilled_224.in1k,50.220,49.780,64.997,35.003,74.79,224,0.900,bicubic,-45.600,-34.293,+50
eca_nfnet_l2.ra3_in1k,50.203,49.797,65.440,34.560,56.72,384,1.000,bicubic,-46.247,-34.310,-90
resnest269e.in1k,50.187,49.813,64.680,35.320,110.93,416,0.928,bicubic,-45.923,-34.630,-24
vit_small_patch16_384.augreg_in21k_ft_in1k,50.173,49.827,65.790,34.210,22.20,384,1.000,bicubic,-45.807,-33.540,+7
tresnet_v2_l.miil_in21k_ft_in1k,50.163,49.837,65.123,34.877,46.17,224,0.875,bilinear,-45.657,-34.197,+45
pvt_v2_b5.in1k,50.147,49.853,65.027,34.973,81.96,224,0.900,bicubic,-45.793,-34.363,+17
deit3_medium_patch16_224.fb_in1k,50.140,49.860,64.710,35.290,38.85,224,0.900,bicubic,-45.240,-34.640,+133
deit_base_distilled_patch16_224.fb_in1k,50.077,49.923,66.230,33.770,87.34,224,0.900,bicubic,-45.673,-33.200,+55
tf_efficientnet_b3.ap_in1k,50.047,49.953,65.210,34.790,12.23,300,0.904,bicubic,-44.923,-33.900,+228
pvt_v2_b4.in1k,50.023,49.977,65.127,34.873,62.56,224,0.900,bicubic,-45.897,-34.093,+16
flexivit_base.300ep_in1k,50.003,49.997,64.103,35.897,86.59,240,0.950,bicubic,-45.947,-35.367,+11
coat_lite_medium.in1k,49.983,50.017,64.857,35.143,44.57,224,0.900,bicubic,-46.017,-34.643,-3
resnest200e.in1k,49.873,50.127,64.717,35.283,70.20,320,0.909,bicubic,-46.197,-34.763,-23
efficientformer_l7.snap_dist_in1k,49.837,50.163,66.033,33.967,82.23,224,0.950,bicubic,-45.763,-33.357,+79
volo_d2_224.sail_in1k,49.820,50.180,64.580,35.420,58.68,224,0.960,bicubic,-46.600,-34.880,-98
xception65.ra3_in1k,49.780,50.220,63.523,36.477,39.92,299,0.940,bicubic,-45.910,-35.797,+63
seresnextaa101d_32x8d.ah_in1k,49.747,50.253,64.443,35.557,93.59,288,1.000,bicubic,-46.693,-35.067,-103
swinv2_base_window16_256.ms_in1k,49.667,50.333,63.800,36.200,87.92,256,0.900,bicubic,-46.503,-35.590,-47
pvt_v2_b3.in1k,49.613,50.387,64.793,35.207,45.24,224,0.900,bicubic,-45.857,-34.517,+101
convnextv2_nano.fcmae_ft_in22k_in1k_384,49.603,50.397,65.657,34.343,15.62,384,1.000,bicubic,-46.187,-33.733,+36
cait_xs24_384.fb_dist_in1k,49.537,50.463,64.900,35.100,26.67,384,1.000,bicubic,-46.463,-34.530,-13
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,-23
tf_efficientnet_b5.ra_in1k,49.523,50.477,65.653,34.347,30.39,456,0.934,bicubic,-46.447,-33.777,-10
fastvit_ma36.apple_in1k,49.500,50.500,63.620,36.380,44.07,256,0.950,bicubic,-46.470,-35.840,-9
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,49.480,50.520,65.623,34.377,236.34,224,0.875,bicubic,-46.270,-33.807,+37
resnet200d.ra2_in1k,49.463,50.537,64.330,35.670,64.69,320,1.000,bicubic,-46.647,-35.190,-46
efficientformerv2_l.snap_dist_in1k,49.457,50.543,64.920,35.080,26.32,224,0.950,bicubic,-46.303,-34.450,+33
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,+41
resnest101e.in1k,49.367,50.633,65.583,34.417,48.28,256,0.875,bilinear,-46.203,-33.787,+73
dm_nfnet_f2.dm_in1k,49.350,50.650,63.950,36.050,193.78,352,0.920,bicubic,-47.170,-35.640,-132
regnetz_040.ra3_in1k,49.297,50.703,64.060,35.940,27.12,320,1.000,bicubic,-46.883,-35.470,-62
vit_base_patch32_224.augreg_in21k_ft_in1k,49.267,50.733,64.340,35.660,88.22,224,0.900,bicubic,-45.133,-34.700,+324
tiny_vit_21m_224.in1k,49.267,50.733,64.303,35.697,21.20,224,0.950,bicubic,-46.383,-34.947,+53
resnet152d.ra2_in1k,49.263,50.737,64.413,35.587,60.21,320,1.000,bicubic,-46.607,-35.057,+6
seresnet152d.ra2_in1k,49.237,50.763,64.167,35.833,66.84,320,1.000,bicubic,-47.073,-35.243,-94
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,-50
gcvit_base.in1k,49.153,50.847,63.950,36.050,90.32,224,0.875,bicubic,-46.927,-35.300,-49
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,-77
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,+110
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,-1
convnext_small.fb_in1k,49.067,50.933,64.830,35.170,50.22,288,1.000,bicubic,-46.903,-34.530,-27
resnetaa101d.sw_in12k_ft_in1k,49.013,50.987,64.237,35.763,44.57,288,1.000,bicubic,-47.347,-35.233,-114
resnext101_64x4d.tv_in1k,48.990,51.010,63.510,36.490,83.46,224,0.875,bilinear,-46.830,-35.800,+5
volo_d1_224.sail_in1k,48.973,51.027,63.187,36.813,26.63,224,0.960,bicubic,-47.057,-36.203,-41
repvgg_b3.rvgg_in1k,48.913,51.087,64.880,35.120,123.09,224,0.875,bilinear,-45.657,-33.770,+275
efficientvit_b3.r224_in1k,48.877,51.123,62.947,37.053,48.65,224,0.950,bicubic,-46.663,-36.373,+63
resnetrs420.tf_in1k,48.863,51.137,63.433,36.567,191.89,416,1.000,bicubic,-47.537,-36.097,-126
maxvit_tiny_tf_224.in1k,48.807,51.193,62.933,37.067,30.92,224,0.950,bicubic,-47.003,-36.327,+4
convformer_s18.sail_in1k,48.787,51.213,62.930,37.070,26.77,224,1.000,bicubic,-46.543,-36.370,+99
caformer_s18.sail_in1k,48.753,51.247,62.870,37.130,26.34,224,1.000,bicubic,-46.927,-36.420,+30
deit3_small_patch16_384.fb_in1k,48.667,51.333,62.800,37.200,22.21,384,1.000,bicubic,-46.933,-36.640,+43
seresnext101d_32x8d.ah_in1k,48.603,51.397,62.960,37.040,93.59,288,1.000,bicubic,-47.757,-36.480,-125
swinv2_small_window16_256.ms_in1k,48.593,51.407,62.747,37.253,49.73,256,0.900,bicubic,-47.477,-36.703,-61
regnetz_d32.ra3_in1k,48.583,51.417,65.167,34.833,27.58,320,0.950,bicubic,-47.287,-34.263,-15
efficientnetv2_rw_s.ra2_in1k,48.577,51.423,63.837,36.163,23.94,384,1.000,bicubic,-47.133,-35.503,+17
efficientnet_b3.ra2_in1k,48.567,51.433,64.250,35.750,12.23,320,1.000,bicubic,-46.573,-35.050,+138
edgenext_base.usi_in1k,48.457,51.543,64.317,35.683,18.51,320,1.000,bicubic,-47.333,-34.983,-4
focalnet_base_lrf.ms_in1k,48.440,51.560,63.120,36.880,88.75,224,0.900,bicubic,-47.390,-36.080,-11
focalnet_base_srf.ms_in1k,48.423,51.577,63.103,36.897,88.15,224,0.900,bicubic,-47.477,-36.207,-29
vit_small_r26_s32_224.augreg_in21k_ft_in1k,48.377,51.623,63.800,36.200,36.43,224,0.900,bicubic,-46.743,-35.400,+139
swinv2_base_window8_256.ms_in1k,48.333,51.667,63.610,36.390,87.92,256,0.900,bicubic,-47.727,-35.940,-64
fastvit_sa36.apple_in1k,48.320,51.680,62.793,37.207,31.53,256,0.900,bicubic,-47.290,-36.527,+30
repvgg_b3g4.rvgg_in1k,48.310,51.690,64.780,35.220,83.83,224,0.875,bilinear,-46.190,-34.240,+275
vit_large_patch32_384.orig_in21k_ft_in1k,48.240,51.760,61.827,38.173,306.63,384,1.000,bicubic,-47.000,-37.403,+103
convit_base.fb_in1k,48.210,51.790,63.000,37.000,86.54,224,0.875,bicubic,-46.890,-36.150,+139
swin_s3_base_224.ms_in1k,48.153,51.847,62.243,37.757,71.13,224,0.900,bicubic,-47.887,-37.107,-66
sequencer2d_l.in1k,48.107,51.893,62.353,37.647,54.30,224,0.875,bicubic,-47.763,-37.207,-31
resnext101_32x8d.tv2_in1k,48.093,51.907,62.723,37.277,88.79,224,0.965,bilinear,-47.207,-36.507,+84
resnetrs350.tf_in1k,48.057,51.943,62.667,37.333,163.96,384,1.000,bicubic,-48.193,-36.923,-115
tf_efficientnetv2_b3.in21k_ft_in1k,48.030,51.970,64.747,35.253,14.36,300,0.900,bicubic,-47.570,-34.533,+24
gcvit_small.in1k,48.030,51.970,62.713,37.287,51.09,224,0.875,bicubic,-47.880,-36.567,-42
focalnet_small_lrf.ms_in1k,48.027,51.973,63.130,36.870,50.34,224,0.900,bicubic,-47.713,-36.030,-7
regnetz_d8.ra3_in1k,48.010,51.990,64.423,35.577,23.37,320,1.000,bicubic,-48.000,-35.097,-68
regnety_1280.seer_ft_in1k,47.990,52.010,64.230,35.770,644.81,384,1.000,bicubic,-48.320,-35.320,-131
twins_svt_large.in1k,47.963,52.037,62.907,37.093,99.27,224,0.900,bicubic,-47.737,-36.463,+2
fastvit_sa24.apple_dist_in1k,47.960,52.040,62.797,37.203,21.55,256,0.900,bicubic,-47.590,-36.513,+29
repvit_m1_5.dist_450e_in1k,47.950,52.050,63.643,36.357,14.64,224,0.950,bicubic,-47.330,-35.587,+83
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,+117
repvgg_b2g4.rvgg_in1k,47.810,52.190,64.397,35.603,61.76,224,0.875,bilinear,-46.020,-34.533,+377
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,+175
repvgg_d2se.rvgg_in1k,47.780,52.220,62.770,37.230,133.33,320,1.000,bilinear,-48.170,-36.600,-60
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,+82
tf_efficientnet_b5.aa_in1k,47.737,52.263,63.910,36.090,30.39,456,0.934,bicubic,-48.143,-35.440,-49
repvit_m1_5.dist_300e_in1k,47.697,52.303,63.763,36.237,14.64,224,0.950,bicubic,-47.453,-35.387,+105
mvitv2_tiny.fb_in1k,47.667,52.333,62.830,37.170,24.17,224,0.900,bicubic,-47.733,-36.470,+51
eca_nfnet_l1.ra2_in1k,47.653,52.347,62.767,37.233,41.41,320,1.000,bicubic,-48.277,-36.723,-61
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,47.650,52.350,61.477,38.523,93.57,288,1.000,bicubic,-48.490,-38.013,-113
ecaresnet101d.miil_in1k,47.630,52.370,63.540,36.460,44.57,288,0.950,bicubic,-48.000,-35.750,0
regnetz_d8_evos.ch_in1k,47.623,52.377,63.807,36.193,23.46,320,1.000,bicubic,-48.517,-35.673,-117
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,-143
focalnet_small_srf.ms_in1k,47.547,52.453,62.510,37.490,49.89,224,0.900,bicubic,-48.083,-36.930,-2
pit_s_distilled_224.in1k,47.533,52.467,63.173,36.827,24.04,224,0.900,bicubic,-47.157,-35.977,+199
resnest50d_4s2x40d.in1k,47.483,52.517,63.803,36.197,30.42,224,0.875,bicubic,-47.217,-35.327,+194
dm_nfnet_f1.dm_in1k,47.457,52.543,62.083,37.917,132.63,320,0.910,bicubic,-48.843,-37.417,-150
efficientnet_b3_pruned.in1k,47.447,52.553,62.803,37.197,9.86,300,0.904,bicubic,-47.153,-36.287,+217
davit_tiny.msft_in1k,47.410,52.590,63.360,36.640,28.36,224,0.950,bicubic,-47.670,-35.900,+114
crossvit_18_dagger_408.in1k,47.390,52.610,60.927,39.073,44.61,408,1.000,bicubic,-48.760,-38.543,-126
poolformerv2_m48.sail_in1k,47.380,52.620,63.960,36.040,73.35,224,1.000,bicubic,-47.800,-35.160,+87
coatnet_rmlp_1_rw_224.sw_in1k,47.370,52.630,61.437,38.563,41.69,224,0.950,bicubic,-48.120,-37.923,+17
vit_base_patch16_224.orig_in21k_ft_in1k,47.347,52.653,61.617,38.383,86.57,224,0.900,bicubic,-47.853,-37.613,+80
xcit_small_24_p8_224.fb_in1k,47.290,52.710,60.990,39.010,47.63,224,1.000,bicubic,-48.610,-38.190,-70
efficientformer_l3.snap_dist_in1k,47.247,52.753,63.420,36.580,31.41,224,0.950,bicubic,-47.963,-35.890,+72
tresnet_m.miil_in21k_ft_in1k,47.233,52.767,62.003,37.997,31.39,224,0.875,bilinear,-48.147,-37.147,+37
tf_efficientnet_b6.aa_in1k,47.207,52.793,63.110,36.890,43.04,528,0.942,bicubic,-49.093,-36.420,-160
wide_resnet101_2.tv2_in1k,47.207,52.793,61.877,38.123,126.89,224,0.965,bilinear,-48.033,-37.323,+62
efficientvit_b2.r256_in1k,47.207,52.793,61.670,38.330,24.33,256,1.000,bicubic,-48.013,-37.590,+67
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,+84
swin_base_patch4_window12_384.ms_in1k,47.183,52.817,62.027,37.973,87.90,384,1.000,bicubic,-49.197,-37.473,-184
repvit_m3.dist_in1k,47.153,52.847,63.347,36.653,10.68,224,0.950,bicubic,-47.567,-35.483,+173
resnetrs270.tf_in1k,47.127,52.873,61.997,38.003,129.86,352,1.000,bicubic,-48.933,-37.483,-116
efficientvit_b2.r288_in1k,47.110,52.890,61.560,38.440,24.33,288,1.000,bicubic,-48.470,-37.710,-12
tf_efficientnet_b4.aa_in1k,47.083,52.917,62.860,37.140,19.34,380,0.922,bicubic,-48.507,-36.470,-16
regnety_320.tv2_in1k,47.073,52.927,62.050,37.950,145.05,224,0.965,bicubic,-48.487,-37.340,-11
vit_base_patch16_rpn_224.sw_in1k,47.063,52.937,62.397,37.603,86.54,224,0.900,bicubic,-47.757,-36.693,+150
rexnetr_200.sw_in12k_ft_in1k,47.053,52.947,63.973,36.027,16.52,288,1.000,bicubic,-48.257,-35.497,+35
convnextv2_tiny.fcmae_ft_in1k,47.043,52.957,62.503,37.497,28.64,288,1.000,bicubic,-48.787,-36.887,-73
swinv2_small_window8_256.ms_in1k,47.020,52.980,62.300,37.700,49.73,256,0.900,bicubic,-48.710,-37.060,-50
inception_next_tiny.sail_in1k,46.983,53.017,62.893,37.107,28.06,224,0.875,bicubic,-48.117,-36.247,+86
xcit_small_12_p8_224.fb_in1k,46.977,53.023,60.523,39.477,26.21,224,1.000,bicubic,-48.443,-38.667,+10
xcit_large_24_p16_224.fb_in1k,46.940,53.060,60.657,39.343,189.10,224,1.000,bicubic,-48.020,-38.173,+118
coat_small.in1k,46.937,53.063,61.307,38.693,21.69,224,0.900,bicubic,-48.253,-37.973,+60
xception65p.ra3_in1k,46.923,53.077,61.087,38.913,39.82,299,0.940,bicubic,-48.737,-38.183,-39
maxvit_tiny_rw_224.sw_in1k,46.907,53.093,60.897,39.103,29.06,224,0.950,bicubic,-48.833,-38.543,-58
resnet101d.ra2_in1k,46.890,53.110,62.340,37.660,44.57,320,1.000,bicubic,-48.850,-36.870,-61
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,+145
pvt_v2_b2_li.in1k,46.813,53.187,62.490,37.510,22.55,224,0.900,bicubic,-48.407,-36.640,+44
resnet152.tv2_in1k,46.803,53.197,61.070,38.930,60.19,224,0.965,bilinear,-48.237,-38.100,+95
regnety_640.seer_ft_in1k,46.707,53.293,63.233,36.767,281.38,384,1.000,bicubic,-49.353,-36.247,-135
fastvit_sa24.apple_in1k,46.653,53.347,61.710,38.290,21.55,256,0.900,bicubic,-48.627,-37.580,+27
seresnext101_64x4d.gluon_in1k,46.650,53.350,61.283,38.717,88.23,224,0.875,bicubic,-48.000,-37.687,+173
twins_pcpvt_large.in1k,46.613,53.387,62.263,37.737,60.99,224,0.900,bicubic,-49.107,-37.227,-62
convnextv2_nano.fcmae_ft_in22k_in1k,46.607,53.393,62.957,37.043,15.62,288,1.000,bicubic,-48.813,-36.353,-4
convnext_tiny.fb_in1k,46.587,53.413,63.187,36.813,28.59,288,1.000,bicubic,-48.623,-36.123,+40
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,-104
resnet152.a1h_in1k,46.540,53.460,60.403,39.597,60.19,288,1.000,bicubic,-49.210,-38.877,-75
efficientformerv2_s2.snap_dist_in1k,46.537,53.463,61.717,38.283,12.71,224,0.950,bicubic,-48.573,-37.403,+66
regnetv_064.ra3_in1k,46.480,53.520,62.250,37.750,30.58,288,1.000,bicubic,-49.300,-37.170,-80
crossvit_15_dagger_408.in1k,46.467,53.533,60.490,39.510,28.50,408,1.000,bicubic,-49.353,-38.720,-90
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,-98
resnetrs200.tf_in1k,46.440,53.560,61.067,38.933,93.21,320,1.000,bicubic,-49.910,-38.483,-211
swin_s3_small_224.ms_in1k,46.400,53.600,60.893,39.107,49.74,224,0.900,bicubic,-49.430,-38.287,-96
coatnet_1_rw_224.sw_in1k,46.393,53.607,60.063,39.937,41.72,224,0.950,bicubic,-49.227,-39.157,-52
gcvit_tiny.in1k,46.367,53.633,61.630,38.370,28.22,224,0.875,bicubic,-49.293,-37.700,-61
rexnet_300.nav_in1k,46.360,53.640,62.690,37.310,34.71,224,0.875,bicubic,-49.180,-36.500,-39
fbnetv3_g.ra2_in1k,46.340,53.660,62.387,37.613,16.62,288,0.950,bilinear,-48.780,-36.813,+54
sequencer2d_m.in1k,46.297,53.703,60.920,39.080,38.31,224,0.875,bicubic,-49.283,-38.300,-49
tresnet_xl.miil_in1k,46.290,53.710,61.943,38.057,78.44,224,0.875,bilinear,-48.790,-37.347,+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,-23
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,-191
deit_small_distilled_patch16_224.fb_in1k,46.173,53.827,62.423,37.577,22.44,224,0.900,bicubic,-48.427,-36.647,+160
regnety_160.deit_in1k,46.170,53.830,61.823,38.177,83.59,288,1.000,bicubic,-49.700,-37.617,-117
gernet_m.idstcv_in1k,46.163,53.837,62.687,37.313,21.14,224,0.875,bilinear,-48.377,-36.233,+174
repvit_m1_1.dist_450e_in1k,46.130,53.870,63.287,36.713,8.80,224,0.950,bicubic,-48.420,-35.863,+172
crossvit_base_240.in1k,46.120,53.880,60.207,39.793,105.03,240,0.875,bicubic,-48.950,-38.773,+59
resnest50d_1s4x24d.in1k,46.100,53.900,62.373,37.627,25.68,224,0.875,bicubic,-48.280,-36.697,+207
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,-82
poolformerv2_m36.sail_in1k,46.050,53.950,62.247,37.753,56.08,224,1.000,bicubic,-49.000,-36.833,+61
tf_efficientnet_b0.ns_jft_in1k,46.043,53.957,63.277,36.723,5.29,224,0.875,bicubic,-47.707,-35.653,+307
poolformerv2_s36.sail_in1k,46.027,53.973,62.253,37.747,30.79,224,1.000,bicubic,-48.673,-36.977,+126
nest_base_jx.goog_in1k,46.027,53.973,60.100,39.900,67.72,224,0.875,bicubic,-49.513,-39.190,-53
vit_small_patch16_224.augreg_in21k_ft_in1k,46.020,53.980,61.830,38.170,22.05,224,0.900,bicubic,-48.870,-37.240,+89
resnet51q.ra2_in1k,46.020,53.980,60.903,39.097,35.70,288,1.000,bilinear,-49.180,-38.377,+18
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,+19
regnety_080.ra3_in1k,45.980,54.020,60.853,39.147,39.18,288,1.000,bicubic,-49.890,-38.577,-127
deit3_small_patch16_224.fb_in1k,45.943,54.057,58.883,41.117,22.06,224,0.900,bicubic,-48.747,-40.297,+127
resnest50d.in1k,45.933,54.067,62.620,37.380,27.48,224,0.875,bilinear,-48.667,-36.530,+147
convnext_nano.in12k_ft_in1k,45.900,54.100,62.693,37.307,15.59,288,1.000,bicubic,-49.450,-36.757,-25
crossvit_18_240.in1k,45.900,54.100,60.350,39.650,43.27,240,0.875,bicubic,-49.170,-38.680,+43
levit_384.fb_dist_in1k,45.877,54.123,61.683,38.317,39.13,224,0.900,bicubic,-49.333,-37.477,+7
regnety_032.ra_in1k,45.877,54.123,61.540,38.460,19.44,288,1.000,bicubic,-49.583,-37.850,-48
levit_conv_384.fb_dist_in1k,45.870,54.130,61.690,38.310,39.13,224,0.900,bicubic,-49.340,-37.590,+6
twins_svt_base.in1k,45.870,54.130,60.973,39.027,56.07,224,0.900,bicubic,-49.690,-38.257,-69
twins_pcpvt_base.in1k,45.857,54.143,61.330,38.670,43.83,224,0.900,bicubic,-49.613,-37.790,-55
convnext_tiny_hnf.a2h_in1k,45.853,54.147,60.180,39.820,28.59,288,1.000,bicubic,-49.397,-39.020,-10
crossvit_18_dagger_240.in1k,45.853,54.147,59.920,40.080,44.27,240,0.875,bicubic,-49.327,-39.240,+11
regnetz_c16.ra3_in1k,45.790,54.210,62.733,37.267,13.46,320,1.000,bicubic,-49.590,-36.687,-38
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,+38
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,+62
crossvit_15_dagger_240.in1k,45.703,54.297,60.073,39.927,28.21,240,0.875,bicubic,-49.287,-39.117,+53
regnetx_320.tv2_in1k,45.673,54.327,60.233,39.767,107.81,224,0.965,bicubic,-49.607,-39.057,-22
convmixer_1536_20.in1k,45.663,54.337,61.743,38.257,51.63,224,0.960,bicubic,-49.307,-37.327,+54
gc_efficientnetv2_rw_t.agc_in1k,45.653,54.347,60.193,39.807,13.68,288,1.000,bicubic,-49.637,-39.187,-27
dm_nfnet_f0.dm_in1k,45.617,54.383,61.277,38.723,71.49,256,0.900,bicubic,-50.073,-38.073,-106
flexivit_small.1200ep_in1k,45.617,54.383,59.887,40.113,22.06,240,0.950,bicubic,-49.573,-39.333,0
efficientnetv2_rw_t.ra2_in1k,45.603,54.397,60.183,39.817,13.65,288,1.000,bicubic,-49.457,-39.037,+29
seresnext101_32x4d.gluon_in1k,45.600,54.400,61.160,38.840,48.96,224,0.875,bicubic,-48.830,-37.870,+164
xcit_tiny_24_p16_384.fb_dist_in1k,45.580,54.420,60.507,39.493,12.12,384,1.000,bicubic,-49.910,-38.883,-72
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,+9
repvit_m1_1.dist_300e_in1k,45.530,54.470,62.647,37.353,8.80,224,0.950,bicubic,-48.650,-36.433,+213
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,+26
resnext101_64x4d.c1_in1k,45.450,54.550,59.033,40.967,83.46,288,1.000,bicubic,-50.080,-40.257,-81
resnet152d.gluon_in1k,45.427,54.573,60.080,39.920,60.21,224,0.875,bicubic,-49.003,-39.010,+160
regnety_320.seer_ft_in1k,45.420,54.580,62.227,37.773,145.05,384,1.000,bicubic,-50.370,-37.343,-140
nfnet_l0.ra2_in1k,45.417,54.583,62.087,37.913,35.07,288,1.000,bicubic,-49.963,-37.123,-57
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,45.413,54.587,62.023,37.977,25.03,224,0.875,bilinear,-49.287,-37.057,+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,+69
resnetv2_50x1_bit.goog_distilled_in1k,45.407,54.593,62.297,37.703,25.55,224,0.875,bicubic,-50.003,-37.023,-67
cs3se_edgenet_x.c2ns_in1k,45.393,54.607,60.447,39.553,50.72,320,1.000,bicubic,-50.607,-38.903,-192
resnet101.tv2_in1k,45.363,54.637,60.060,39.940,44.55,224,0.965,bilinear,-49.477,-38.970,+63
nest_small_jx.goog_in1k,45.350,54.650,59.040,40.960,38.35,224,0.875,bicubic,-50.190,-40.180,-93
tf_efficientnet_b7.aa_in1k,45.307,54.693,61.730,38.270,66.35,600,0.949,bicubic,-50.763,-37.610,-211
resnet61q.ra2_in1k,45.280,54.720,59.407,40.593,36.85,288,1.000,bicubic,-49.850,-39.853,-6
pvt_v2_b2.in1k,45.277,54.723,60.613,39.387,25.36,224,0.900,bicubic,-49.733,-38.437,+24
cs3edgenet_x.c2_in1k,45.257,54.743,60.260,39.740,47.82,288,1.000,bicubic,-50.203,-39.060,-81
nasnetalarge.tf_in1k,45.223,54.777,57.893,42.107,88.75,331,0.911,bicubic,-49.927,-41.377,-15
focalnet_tiny_lrf.ms_in1k,45.217,54.783,61.300,38.700,28.65,224,0.900,bicubic,-49.973,-37.880,-24
tresnet_xl.miil_in1k_448,45.213,54.787,61.447,38.553,78.44,448,0.875,bilinear,-50.297,-37.893,-95
flexivit_small.600ep_in1k,45.203,54.797,59.420,40.580,22.06,240,0.950,bicubic,-50.057,-39.960,-47
convit_small.fb_in1k,45.200,54.800,60.487,39.513,27.78,224,0.875,bicubic,-49.720,-38.693,+36
efficientvit_b2.r224_in1k,45.193,54.807,59.150,40.850,24.33,224,0.950,bicubic,-49.657,-39.970,+51
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,-138
sequencer2d_s.in1k,45.113,54.887,60.067,39.933,27.65,224,0.875,bicubic,-50.347,-39.193,-88
tf_efficientnet_b3.aa_in1k,45.110,54.890,60.637,39.363,12.23,300,0.904,bicubic,-49.800,-38.473,+34
rexnet_200.nav_in1k,45.063,54.937,62.323,37.677,16.37,224,0.875,bicubic,-49.607,-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,-70
resnetrs152.tf_in1k,44.950,55.050,59.690,40.310,86.62,320,1.000,bicubic,-51.010,-39.660,-199
deit_base_patch16_224.fb_in1k,44.867,55.133,59.170,40.830,86.57,224,0.900,bicubic,-50.153,-40.000,+9
flexivit_small.300ep_in1k,44.850,55.150,59.360,40.640,22.06,240,0.950,bicubic,-50.300,-39.770,-29
focalnet_tiny_srf.ms_in1k,44.833,55.167,61.040,38.960,28.43,224,0.900,bicubic,-50.207,-38.240,+2
coatnet_bn_0_rw_224.sw_in1k,44.803,55.197,60.913,39.087,27.44,224,0.950,bicubic,-50.177,-38.317,+13
tiny_vit_11m_224.in1k,44.803,55.197,60.097,39.903,11.00,224,0.950,bicubic,-50.437,-39.223,-54
deit_base_patch16_384.fb_in1k,44.770,55.230,59.600,40.400,86.86,384,1.000,bicubic,-50.870,-39.820,-136
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,-59
resnet101.a1h_in1k,44.727,55.273,59.120,40.880,44.55,288,1.000,bicubic,-50.853,-40.130,-127
gernet_l.idstcv_in1k,44.720,55.280,58.950,41.050,31.08,256,0.875,bilinear,-50.210,-40.250,+16
tf_efficientnet_b2.ap_in1k,44.710,55.290,60.687,39.313,9.11,260,0.890,bicubic,-49.560,-38.353,+158
resmlp_24_224.fb_distilled_in1k,44.707,55.293,61.463,38.537,30.02,224,0.875,bicubic,-49.623,-37.627,+145
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,+162
repvit_m2.dist_in1k,44.673,55.327,61.730,38.270,8.80,224,0.950,bicubic,-49.727,-37.320,+128
regnety_032.tv2_in1k,44.650,55.350,60.897,39.103,19.44,224,0.965,bicubic,-50.220,-38.243,+24
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,-87
vit_relpos_small_patch16_224.sw_in1k,44.553,55.447,60.210,39.790,21.98,224,0.900,bicubic,-50.127,-38.890,+59
gmlp_s16_224.ra3_in1k,44.470,55.530,58.617,41.383,19.42,224,0.875,bicubic,-49.030,-40.223,+274
tiny_vit_5m_224.dist_in22k_ft_in1k,44.460,55.540,60.940,39.060,5.39,224,0.950,bicubic,-50.170,-38.200,+68
regnety_160.tv2_in1k,44.427,55.573,59.227,40.773,83.59,224,0.965,bicubic,-50.733,-40.023,-50
resnetv2_101.a1h_in1k,44.423,55.577,58.697,41.303,44.54,288,1.000,bicubic,-51.147,-40.573,-138
inception_resnet_v2.tf_ens_adv_in1k,44.393,55.607,58.113,41.887,55.84,299,0.897,bicubic,-49.727,-40.737,+175
tresnet_l.miil_in1k,44.387,55.613,59.947,40.053,55.99,224,0.875,bilinear,-50.513,-39.083,+9
repvit_m1_0.dist_450e_in1k,44.373,55.627,61.417,38.583,7.30,224,0.950,bicubic,-49.897,-37.623,+141
maxxvitv2_nano_rw_256.sw_in1k,44.373,55.627,58.830,41.170,23.70,256,0.950,bicubic,-51.057,-40.360,-114
repvit_m1_0.dist_300e_in1k,44.367,55.633,61.453,38.547,7.30,224,0.950,bicubic,-49.393,-37.467,+220
resnext101_32x4d.gluon_in1k,44.280,55.720,59.057,40.943,44.18,224,0.875,bicubic,-49.850,-39.883,+167
gcvit_xtiny.in1k,44.247,55.753,59.973,40.027,19.98,224,0.875,bicubic,-50.773,-39.187,-20
regnety_080_tv.tv2_in1k,44.183,55.817,58.787,41.213,39.38,224,0.965,bicubic,-51.117,-40.573,-94
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,-121
poolformer_m48.sail_in1k,44.160,55.840,59.153,40.847,73.47,224,0.950,bicubic,-50.940,-39.947,-43
regnetz_c16_evos.ch_in1k,44.143,55.857,61.067,38.933,13.49,320,0.950,bicubic,-51.497,-38.173,-164
vit_srelpos_small_patch16_224.sw_in1k,44.130,55.870,59.693,40.307,21.97,224,0.900,bicubic,-50.420,-39.397,+74
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,-103
crossvit_15_240.in1k,44.110,55.890,59.143,40.857,27.53,240,0.875,bicubic,-50.590,-40.097,+36
fastvit_sa12.apple_dist_in1k,44.103,55.897,59.110,40.890,11.58,256,0.900,bicubic,-50.577,-39.810,+41
convnextv2_nano.fcmae_ft_in1k,44.100,55.900,60.167,39.833,15.62,288,1.000,bicubic,-51.040,-39.043,-62
pit_b_224.in1k,44.080,55.920,58.023,41.977,73.76,224,0.900,bicubic,-50.730,-41.237,+14
resnet152s.gluon_in1k,44.060,55.940,58.710,41.290,60.32,224,0.875,bicubic,-50.650,-40.350,+28
resnet50.fb_ssl_yfcc100m_ft_in1k,44.023,55.977,61.890,38.110,25.56,224,0.875,bilinear,-50.287,-37.260,+118
poolformer_m36.sail_in1k,44.007,55.993,59.033,40.967,56.17,224,0.950,bicubic,-51.023,-40.067,-36
inception_resnet_v2.tf_in1k,44.007,55.993,57.920,42.080,55.84,299,0.897,bicubic,-50.353,-40.880,+110
pnasnet5large.tf_in1k,43.943,56.057,56.740,43.260,86.06,331,0.911,bicubic,-51.417,-42.390,-119
resnext101_64x4d.gluon_in1k,43.913,56.087,58.707,41.293,83.46,224,0.875,bicubic,-50.437,-40.363,+111
wide_resnet50_2.tv2_in1k,43.907,56.093,59.630,40.370,68.88,224,0.965,bilinear,-50.903,-39.350,+2
coatnext_nano_rw_224.sw_in1k,43.907,56.093,58.663,41.337,14.70,224,0.900,bicubic,-50.943,-40.537,-3
pit_s_224.in1k,43.907,56.093,58.640,41.360,23.46,224,0.900,bicubic,-50.683,-40.500,+52
coat_lite_small.in1k,43.817,56.183,57.127,42.873,19.84,224,0.900,bicubic,-51.253,-41.993,-53
mobilevitv2_200.cvnets_in22k_ft_in1k,43.810,56.190,59.490,40.510,18.45,256,0.888,bicubic,-51.240,-39.670,-46
tnt_s_patch16_224,43.777,56.223,59.220,40.780,23.76,224,0.900,bicubic,-50.783,-39.920,+53
regnetv_040.ra3_in1k,43.777,56.223,58.443,41.557,20.64,288,1.000,bicubic,-51.953,-40.937,-201
swinv2_cr_small_224.sw_in1k,43.767,56.233,57.717,42.283,49.70,224,0.900,bicubic,-51.643,-41.343,-137
cspresnext50.ra_in1k,43.763,56.237,60.147,39.853,20.57,256,0.887,bilinear,-50.477,-38.903,+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,+172
pit_xs_distilled_224.in1k,43.723,56.277,60.657,39.343,11.00,224,0.900,bicubic,-49.567,-38.133,+271
swin_s3_tiny_224.ms_in1k,43.717,56.283,59.507,40.493,28.33,224,0.900,bicubic,-51.203,-39.593,-29
tf_efficientnetv2_s.in1k,43.710,56.290,58.593,41.407,21.46,384,1.000,bicubic,-52.000,-40.787,-204
rexnet_150.nav_in1k,43.693,56.307,60.923,39.077,9.73,224,0.875,bicubic,-50.587,-38.057,+105
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,+14
edgenext_small.usi_in1k,43.637,56.363,59.893,40.107,5.59,320,1.000,bicubic,-51.193,-39.517,-14
tf_efficientnet_b5.in1k,43.623,56.377,60.133,39.867,30.39,456,0.934,bicubic,-52.247,-39.257,-238
efficientformer_l1.snap_dist_in1k,43.593,56.407,59.957,40.043,12.29,224,0.950,bicubic,-50.347,-38.973,+158
maxvit_nano_rw_256.sw_in1k,43.523,56.477,57.610,42.390,15.45,256,0.950,bicubic,-51.947,-41.780,-160
wide_resnet50_2.racm_in1k,43.503,56.497,59.053,40.947,68.88,288,0.950,bicubic,-51.627,-40.237,-88
cs3sedarknet_x.c2ns_in1k,43.503,56.497,58.770,41.230,35.40,288,1.000,bicubic,-51.907,-40.660,-151
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,-75
crossvit_small_240.in1k,43.473,56.527,58.950,41.050,26.86,240,0.875,bicubic,-51.107,-40.100,+32
regnety_016.tv2_in1k,43.433,56.567,59.540,40.460,11.20,224,0.965,bicubic,-50.977,-39.500,+68
resnet101d.gluon_in1k,43.430,56.570,58.627,41.373,44.57,224,0.875,bicubic,-50.750,-40.383,+118
ecaresnet50t.ra2_in1k,43.417,56.583,59.313,40.687,25.57,320,0.950,bicubic,-51.663,-39.827,-79
resnet101s.gluon_in1k,43.370,56.630,58.517,41.483,44.67,224,0.875,bicubic,-50.810,-40.423,+115
efficientvit_b1.r288_in1k,43.367,56.633,57.850,42.150,9.10,288,1.000,bicubic,-50.863,-40.970,+104
cspdarknet53.ra_in1k,43.360,56.640,59.420,40.580,27.64,256,0.887,bilinear,-50.740,-39.560,+125
tf_efficientnet_b4.in1k,43.330,56.670,59.447,40.553,19.34,380,0.922,bicubic,-52.150,-39.823,-174
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,-44
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,-149
visformer_small.in1k,43.273,56.727,57.977,42.023,40.22,224,0.900,bicubic,-51.697,-41.193,-60
convmixer_768_32.in1k,43.270,56.730,59.383,40.617,21.11,224,0.960,bicubic,-51.170,-39.497,+52
repvit_m0_9.dist_300e_in1k,43.243,56.757,60.377,39.623,5.49,224,0.950,bicubic,-50.217,-38.573,+222
eca_nfnet_l0.ra2_in1k,43.227,56.773,59.930,40.070,24.14,288,1.000,bicubic,-52.233,-39.350,-176
ecaresnet101d_pruned.miil_in1k,43.220,56.780,58.967,41.033,24.88,288,0.950,bicubic,-51.780,-40.263,-69
regnety_064.ra3_in1k,43.213,56.787,57.253,42.747,30.58,288,1.000,bicubic,-52.577,-42.097,-243
poolformerv2_s24.sail_in1k,43.190,56.810,60.430,39.570,21.34,224,1.000,bicubic,-51.280,-38.580,+40
regnetx_160.tv2_in1k,43.187,56.813,57.480,42.520,54.28,224,0.965,bicubic,-52.023,-41.680,-126
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,+258
vit_small_patch32_384.augreg_in21k_ft_in1k,43.150,56.850,59.313,40.687,22.92,384,1.000,bicubic,-51.440,-39.617,+11
resnest26d.gluon_in1k,43.140,56.860,60.637,39.363,17.07,224,0.875,bilinear,-50.080,-38.213,+246
twins_pcpvt_small.in1k,43.120,56.880,58.890,41.110,24.11,224,0.900,bicubic,-51.480,-40.210,+4
regnetx_080.tv2_in1k,43.090,56.910,57.923,42.077,39.57,224,0.965,bicubic,-51.640,-41.107,-25
repvit_m0_9.dist_450e_in1k,43.073,56.927,60.200,39.800,5.49,224,0.950,bicubic,-50.367,-38.450,+215
resmlp_36_224.fb_in1k,43.060,56.940,59.300,40.700,44.69,224,0.875,bicubic,-50.590,-39.350,+174
cspresnet50.ra_in1k,43.050,56.950,59.157,40.843,21.62,256,0.887,bilinear,-50.820,-39.733,+139
coatnet_nano_rw_224.sw_in1k,43.030,56.970,57.927,42.073,15.14,224,0.900,bicubic,-52.020,-41.223,-91
ecaresnet50d.miil_in1k,43.020,56.980,59.417,40.583,25.58,288,0.950,bicubic,-51.650,-39.813,-14
tf_efficientnet_lite4.in1k,42.990,57.010,57.630,42.370,13.01,380,0.920,bilinear,-51.880,-41.470,-55
twins_svt_small.in1k,42.917,57.083,58.460,41.540,24.06,224,0.900,bicubic,-51.843,-40.490,-39
dpn131.mx_in1k,42.917,57.083,57.130,42.870,79.25,224,0.875,bicubic,-50.863,-41.830,+149
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,-179
resnet152.gluon_in1k,42.900,57.100,57.747,42.253,60.19,224,0.875,bicubic,-51.130,-41.103,+110
fastvit_sa12.apple_in1k,42.880,57.120,58.800,41.200,11.58,256,0.900,bicubic,-51.550,-40.200,+34
fbnetv3_d.ra2_in1k,42.850,57.150,59.677,40.323,10.31,256,0.950,bilinear,-51.020,-39.193,+129
levit_conv_256.fb_dist_in1k,42.823,57.177,57.897,42.103,18.89,224,0.900,bicubic,-51.577,-41.163,+36
resnet50.tv2_in1k,42.820,57.180,58.570,41.430,25.56,224,0.965,bilinear,-51.780,-40.460,-9
resnet152c.gluon_in1k,42.813,57.187,57.720,42.280,60.21,224,0.875,bicubic,-51.057,-41.080,+128
levit_256.fb_dist_in1k,42.810,57.190,57.897,42.103,18.89,224,0.900,bicubic,-51.590,-41.163,+32
tf_efficientnet_b1.ap_in1k,42.800,57.200,58.820,41.180,7.79,240,0.882,bicubic,-50.830,-39.980,+165
resnext50_32x4d.tv2_in1k,42.780,57.220,57.567,42.433,25.03,224,0.965,bilinear,-51.680,-41.333,+18
gcresnet50t.ra2_in1k,42.767,57.233,59.033,40.967,25.90,288,1.000,bicubic,-52.013,-40.087,-53
coatnet_0_rw_224.sw_in1k,42.753,57.247,56.233,43.767,27.44,224,0.950,bicubic,-52.147,-42.957,-76
tresnet_l.miil_in1k_448,42.740,57.260,58.943,41.057,55.99,448,0.875,bilinear,-52.660,-40.457,-193
cs3darknet_x.c2ns_in1k,42.727,57.273,58.190,41.810,35.05,288,1.000,bicubic,-52.553,-41.120,-171
dpn107.mx_in1k,42.710,57.290,57.160,42.840,86.92,224,0.875,bicubic,-51.300,-41.870,+102
seresnext50_32x4d.gluon_in1k,42.683,57.317,58.707,41.293,27.56,224,0.875,bicubic,-51.487,-40.213,+76
convnext_nano.d1h_in1k,42.677,57.323,57.577,42.423,15.59,288,1.000,bicubic,-52.193,-41.653,-75
tresnet_m.miil_in1k,42.670,57.330,58.160,41.840,31.39,224,0.875,bilinear,-51.410,-40.670,+88
fastvit_s12.apple_dist_in1k,42.643,57.357,58.160,41.840,9.47,256,0.900,bicubic,-51.637,-40.700,+48
resnetaa50d.sw_in12k_ft_in1k,42.610,57.390,58.490,41.510,25.58,288,1.000,bicubic,-52.680,-40.730,-180
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,-6
regnety_040.ra3_in1k,42.577,57.423,57.010,42.990,20.65,288,1.000,bicubic,-52.913,-42.240,-223
resnext101_32x8d.tv_in1k,42.563,57.437,58.303,41.697,88.79,224,0.875,bilinear,-51.217,-40.547,+124
efficientvit_b1.r256_in1k,42.527,57.473,57.427,42.573,9.10,256,1.000,bicubic,-51.183,-41.363,+136
nf_resnet50.ra2_in1k,42.517,57.483,59.530,40.470,25.56,288,0.940,bicubic,-51.863,-39.290,+21
mobilevitv2_175.cvnets_in22k_ft_in1k,42.517,57.483,58.117,41.883,14.25,256,0.888,bicubic,-52.263,-40.973,-66
seresnext50_32x4d.racm_in1k,42.433,57.567,58.093,41.907,27.56,288,0.950,bicubic,-52.567,-41.097,-111
resnetrs101.tf_in1k,42.417,57.583,57.283,42.717,63.62,288,0.940,bicubic,-52.833,-41.697,-180
poolformer_s36.sail_in1k,42.383,57.617,58.827,41.173,30.86,224,0.900,bicubic,-52.237,-40.293,-36
repvit_m1.dist_in1k,42.350,57.650,59.677,40.323,5.49,224,0.950,bicubic,-51.030,-38.973,+191
nest_tiny_jx.goog_in1k,42.320,57.680,57.067,42.933,17.06,224,0.875,bicubic,-52.600,-42.103,-99
mobileone_s4.apple_in1k,42.317,57.683,58.033,41.967,14.95,224,0.900,bilinear,-51.333,-40.917,+137
tf_efficientnetv2_b3.in1k,42.313,57.687,57.943,42.057,14.36,300,0.904,bicubic,-52.807,-41.277,-147
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,+104
resnet152.a1_in1k,42.273,57.727,55.530,44.470,60.19,288,1.000,bicubic,-52.817,-43.460,-142
convmixer_1024_20_ks9_p14.in1k,42.267,57.733,59.723,40.277,24.38,224,0.960,bicubic,-50.063,-38.707,+292
deit_small_patch16_224.fb_in1k,42.263,57.737,58.030,41.970,22.05,224,0.900,bicubic,-51.727,-41.010,+83
mobileone_s3.apple_in1k,42.257,57.743,59.270,40.730,10.17,224,0.900,bilinear,-50.723,-39.350,+228
tf_efficientnet_cc_b1_8e.in1k,42.247,57.753,58.430,41.570,39.72,240,0.882,bicubic,-51.333,-40.260,+144
legacy_senet154.in1k,42.230,57.770,56.620,43.380,115.09,224,0.875,bilinear,-52.500,-42.480,-74
cait_xxs24_384.fb_dist_in1k,42.183,57.817,57.473,42.527,12.03,384,1.000,bicubic,-52.767,-41.657,-116
dpn98.mx_in1k,42.180,57.820,56.597,43.403,61.57,224,0.875,bicubic,-51.750,-42.313,+83
xception41p.ra3_in1k,42.160,57.840,56.883,43.117,26.91,299,0.940,bicubic,-52.890,-42.257,-140
tf_efficientnet_b2.aa_in1k,42.123,57.877,58.197,41.803,9.11,260,0.890,bicubic,-52.097,-40.733,+38
resnet50.b1k_in1k,42.080,57.920,58.153,41.847,25.56,288,1.000,bicubic,-52.430,-40.917,-24
resnext50_32x4d.gluon_in1k,42.050,57.950,57.673,42.327,25.03,224,0.875,bicubic,-51.620,-41.017,+121
convnext_nano_ols.d1h_in1k,42.023,57.977,56.867,43.133,15.65,288,1.000,bicubic,-52.557,-42.253,-44
pvt_v2_b1.in1k,41.953,58.047,59.593,40.407,14.01,224,0.900,bicubic,-51.537,-39.117,+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,+174
efficientnet_b2.ra_in1k,41.937,58.063,58.297,41.703,9.11,288,1.000,bicubic,-52.423,-40.743,+2
mobilevitv2_150.cvnets_in22k_ft_in1k,41.937,58.063,57.913,42.087,10.59,256,0.888,bicubic,-52.743,-41.197,-69
resnet50.b2k_in1k,41.910,58.090,57.673,42.327,25.56,288,1.000,bicubic,-52.390,-41.257,+12
efficientformerv2_s1.snap_dist_in1k,41.870,58.130,57.973,42.027,6.19,224,0.950,bicubic,-51.970,-40.917,+86
gcvit_xxtiny.in1k,41.837,58.163,58.440,41.560,12.00,224,0.875,bicubic,-52.213,-40.640,+54
fastvit_t12.apple_dist_in1k,41.817,58.183,57.597,42.403,7.55,256,0.900,bicubic,-52.283,-41.353,+47
tf_efficientnet_b3.in1k,41.803,58.197,58.057,41.943,12.23,300,0.904,bicubic,-52.487,-41.043,+9
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,-228
resnet50d.ra2_in1k,41.787,58.213,58.023,41.977,25.58,288,0.950,bicubic,-53.023,-40.797,-105
resnext50_32x4d.a1h_in1k,41.753,58.247,56.443,43.557,25.03,288,1.000,bicubic,-53.237,-42.717,-142
gcresnext50ts.ch_in1k,41.707,58.293,57.403,42.597,15.67,288,1.000,bicubic,-52.783,-41.607,-36
efficientvit_b1.r224_in1k,41.703,58.297,56.600,43.400,9.10,224,0.950,bicubic,-51.627,-41.970,+166
poolformer_s24.sail_in1k,41.700,58.300,58.470,41.530,21.39,224,0.900,bicubic,-52.690,-40.590,-16
edgenext_small_rw.sw_in1k,41.677,58.323,58.517,41.483,7.83,320,1.000,bicubic,-52.683,-40.533,-10
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,-218
hrnet_w64.ms_in1k,41.643,58.357,57.113,42.887,128.06,224,0.875,bilinear,-52.187,-41.827,+75
dla102x2.in1k,41.637,58.363,57.970,42.030,41.28,224,0.875,bilinear,-52.353,-40.990,+53
senet154.gluon_in1k,41.627,58.373,56.353,43.647,115.09,224,0.875,bicubic,-53.073,-42.617,-92
seresnet50.ra2_in1k,41.593,58.407,57.987,42.013,28.09,288,0.950,bicubic,-53.147,-41.123,-103
inception_v4.tf_in1k,41.557,58.443,55.380,44.620,42.68,299,0.875,bicubic,-52.823,-43.690,-20
cs3sedarknet_l.c2ns_in1k,41.553,58.447,57.350,42.650,21.91,288,0.950,bicubic,-53.557,-41.860,-183
convnext_tiny.fb_in22k_ft_in1k,41.533,58.467,55.470,44.530,28.59,288,1.000,bicubic,-51.997,-43.130,+121
haloregnetz_b.ra3_in1k,41.527,58.473,57.087,42.913,11.68,224,0.940,bicubic,-52.993,-41.893,-54
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,-113
efficientnet_em.ra2_in1k,41.490,58.510,58.873,41.127,6.90,240,0.882,bicubic,-52.240,-40.057,+79
efficientnet_el.ra_in1k,41.490,58.510,58.293,41.707,10.59,300,0.904,bicubic,-53.180,-40.837,-89
tf_efficientnet_cc_b0_8e.in1k,41.483,58.517,57.370,42.630,24.01,224,0.875,bicubic,-51.387,-41.090,+209
convnextv2_pico.fcmae_ft_in1k,41.477,58.523,58.050,41.950,9.07,288,0.950,bicubic,-53.083,-41.120,-68
halo2botnet50ts_256.a1h_in1k,41.460,58.540,56.190,43.810,22.64,256,0.950,bicubic,-53.550,-42.950,-164
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,-87
resnetv2_50d_evos.ah_in1k,41.407,58.593,56.500,43.500,25.59,288,1.000,bicubic,-53.513,-42.600,-151
resnet50.a1h_in1k,41.387,58.613,56.677,43.323,25.56,224,1.000,bicubic,-52.813,-42.243,+6
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,-173
resnet152.tv_in1k,41.330,58.670,57.513,42.487,60.19,224,0.875,bilinear,-51.910,-41.187,+149
dpn68b.ra_in1k,41.297,58.703,55.077,44.923,12.61,288,1.000,bicubic,-52.493,-43.863,+61
resnet50.ram_in1k,41.297,58.703,55.033,44.967,25.56,288,0.950,bicubic,-52.703,-43.847,+32
cs3darknet_l.c2ns_in1k,41.277,58.723,57.377,42.623,21.16,288,0.950,bicubic,-53.393,-41.883,-103
xception71.tf_in1k,41.273,58.727,55.890,44.110,42.34,299,0.903,bicubic,-52.647,-43.060,+39
gernet_s.idstcv_in1k,41.260,58.740,58.823,41.177,8.17,224,0.875,bilinear,-51.180,-39.677,+232
inception_v3.tf_adv_in1k,41.253,58.747,56.327,43.673,23.83,299,0.875,bicubic,-51.757,-42.493,+171
resnet101.a1_in1k,41.207,58.793,54.273,45.727,44.55,288,1.000,bicubic,-53.733,-44.927,-164
dpn92.mx_in1k,41.203,58.797,56.217,43.783,37.67,224,0.875,bicubic,-52.947,-42.733,+2
resnetv2_50d_gn.ah_in1k,41.113,58.887,56.520,43.480,25.57,288,1.000,bicubic,-54.107,-42.510,-235
resnet50.c1_in1k,41.090,58.910,56.453,43.547,25.56,288,1.000,bicubic,-53.420,-42.547,-74
nf_regnet_b1.ra2_in1k,41.010,58.990,58.133,41.867,10.22,288,0.900,bicubic,-52.880,-40.757,+36
resnet50d.gluon_in1k,40.963,59.037,57.130,42.870,25.58,224,0.875,bicubic,-52.577,-41.580,+94
fbnetv3_b.ra2_in1k,40.960,59.040,58.650,41.350,8.60,256,0.950,bilinear,-52.670,-40.300,+76
resnet152.a3_in1k,40.940,59.060,55.030,44.970,60.19,224,0.950,bicubic,-53.500,-44.150,-63
inception_v3.gluon_in1k,40.910,59.090,55.623,44.377,23.83,299,0.875,bicubic,-52.650,-43.217,+86
ecaresnet50d_pruned.miil_in1k,40.907,59.093,57.633,42.367,19.94,288,0.950,bicubic,-53.393,-41.567,-37
cs3darknet_focus_l.c2ns_in1k,40.893,59.107,56.630,43.370,21.15,288,0.950,bicubic,-53.897,-42.530,-144
resnetv2_50.a1h_in1k,40.890,59.110,56.383,43.617,25.55,288,1.000,bicubic,-53.790,-42.707,-121
levit_conv_192.fb_dist_in1k,40.840,59.160,56.707,43.293,10.95,224,0.900,bicubic,-52.870,-42.113,+59
levit_192.fb_dist_in1k,40.837,59.163,56.710,43.290,10.95,224,0.900,bicubic,-52.873,-42.220,+57
tiny_vit_5m_224.in1k,40.827,59.173,57.257,42.743,5.39,224,0.950,bicubic,-52.963,-41.283,+39
regnety_320.pycls_in1k,40.810,59.190,56.110,43.890,145.05,224,0.875,bicubic,-53.710,-42.850,-92
regnetx_032.tv2_in1k,40.790,59.210,56.627,43.373,15.30,224,0.965,bicubic,-53.730,-42.543,-88
eva02_tiny_patch14_336.mim_in22k_ft_in1k,40.767,59.233,56.067,43.933,5.76,336,1.000,bicubic,-53.683,-43.033,-78
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,-24
legacy_xception.tf_in1k,40.753,59.247,56.397,43.603,22.86,299,0.897,bicubic,-52.867,-42.373,+65
lamhalobotnet50ts_256.a1h_in1k,40.753,59.247,56.103,43.897,22.57,256,0.950,bicubic,-54.057,-43.127,-156
resnet152.a2_in1k,40.737,59.263,54.280,45.720,60.19,288,1.000,bicubic,-54.233,-44.930,-189
vit_base_patch32_384.augreg_in1k,40.710,59.290,55.197,44.803,88.30,384,1.000,bicubic,-52.450,-43.413,+128
skresnext50_32x4d.ra_in1k,40.703,59.297,56.023,43.977,27.48,224,0.875,bicubic,-53.267,-42.807,+7
resnet101.gluon_in1k,40.693,59.307,56.137,43.863,44.55,224,0.875,bicubic,-53.067,-42.563,+35
hrnet_w40.ms_in1k,40.660,59.340,56.757,43.243,57.56,224,0.875,bilinear,-53.070,-42.043,+39
resmlp_24_224.fb_in1k,40.657,59.343,56.557,43.443,30.02,224,0.875,bicubic,-52.763,-42.273,+98
resnext50_32x4d.ra_in1k,40.627,59.373,56.340,43.660,25.03,288,0.950,bicubic,-53.703,-42.690,-58
resnet50.am_in1k,40.610,59.390,57.377,42.623,25.56,224,0.875,bicubic,-53.030,-41.493,+52
repvgg_b1.rvgg_in1k,40.607,59.393,57.843,42.157,57.42,224,0.875,bilinear,-52.833,-40.947,+90
ese_vovnet39b.ra_in1k,40.590,59.410,56.600,43.400,24.57,288,0.950,bicubic,-53.890,-42.460,-96
halonet50ts.a1h_in1k,40.577,59.423,55.193,44.807,22.73,256,0.940,bicubic,-54.143,-43.867,-153
tf_efficientnet_lite3.in1k,40.560,59.440,56.467,43.533,8.20,300,0.904,bilinear,-53.530,-42.373,-19
mobilevitv2_175.cvnets_in1k,40.537,59.463,56.273,43.727,14.25,256,0.888,bicubic,-53.693,-42.657,-44
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,-69
dla169.in1k,40.523,59.477,57.240,42.760,53.39,224,0.875,bilinear,-53.277,-41.670,+17
tresnet_m.miil_in1k_448,40.520,59.480,56.687,43.313,31.39,448,0.875,bilinear,-54.140,-42.463,-139
regnetz_b16.ra3_in1k,40.507,59.493,56.003,43.997,9.72,288,1.000,bicubic,-54.163,-43.127,-142
pit_xs_224.in1k,40.493,59.507,56.540,43.460,10.62,224,0.900,bicubic,-52.397,-42.240,+152
resnetaa50.a1h_in1k,40.483,59.517,55.987,44.013,25.56,288,1.000,bicubic,-54.367,-42.983,-184
regnetx_320.pycls_in1k,40.470,59.530,55.653,44.347,107.81,224,0.875,bicubic,-53.760,-43.297,-53
vit_base_patch16_384.augreg_in1k,40.470,59.530,53.250,46.750,86.86,384,1.000,bicubic,-53.970,-45.780,-98
repvgg_b2.rvgg_in1k,40.467,59.533,57.780,42.220,89.02,224,0.875,bilinear,-53.113,-41.010,+48
coat_mini.in1k,40.420,59.580,55.200,44.800,10.34,224,0.900,bicubic,-54.340,-43.890,-172
eca_resnet33ts.ra2_in1k,40.400,59.600,57.340,42.660,19.68,288,1.000,bicubic,-53.850,-41.690,-60
resnet34d.ra2_in1k,40.400,59.600,56.170,43.830,21.82,288,0.950,bicubic,-53.200,-42.590,+41
skresnet34.ra_in1k,40.393,59.607,56.730,43.270,22.28,224,0.875,bicubic,-52.177,-41.790,+175
efficientnet_el_pruned.in1k,40.383,59.617,56.907,43.093,10.59,300,0.904,bicubic,-53.707,-42.113,-35
efficientnet_b2_pruned.in1k,40.373,59.627,56.520,43.480,8.31,260,0.890,bicubic,-53.427,-42.340,+3
wide_resnet101_2.tv_in1k,40.363,59.637,55.790,44.210,126.89,224,0.875,bilinear,-53.357,-43.010,+16
coat_lite_mini.in1k,40.357,59.643,55.697,44.303,11.01,224,0.900,bicubic,-53.113,-43.073,+60
sebotnet33ts_256.a1h_in1k,40.353,59.647,53.223,46.777,13.70,256,0.940,bicubic,-53.957,-45.377,-80
legacy_seresnext101_32x4d.in1k,40.347,59.653,54.817,45.183,48.96,224,0.875,bilinear,-53.773,-43.973,-45
tf_efficientnet_b0.ap_in1k,40.343,59.657,56.803,43.197,5.29,224,0.875,bicubic,-52.277,-41.567,+161
densenet201.tv_in1k,40.283,59.717,56.713,43.287,20.01,224,0.875,bicubic,-52.417,-41.887,+153
mobileone_s2.apple_in1k,40.263,59.737,57.967,42.033,7.88,224,0.900,bilinear,-52.397,-40.683,+156
regnetx_160.pycls_in1k,40.253,59.747,56.050,43.950,54.28,224,0.875,bicubic,-53.657,-42.840,-19
xception65.tf_in1k,40.253,59.747,55.263,44.737,39.92,299,0.903,bicubic,-53.497,-43.607,+5
resnet101.a2_in1k,40.190,59.810,54.223,45.777,44.55,288,1.000,bicubic,-54.700,-45.047,-210
resnet50.c2_in1k,40.187,59.813,55.247,44.753,25.56,288,1.000,bicubic,-54.083,-43.573,-80
resnet50.ra_in1k,40.180,59.820,56.197,43.803,25.56,288,0.950,bicubic,-53.910,-42.763,-46
resnetblur50.bt_in1k,40.163,59.837,56.190,43.810,25.56,288,0.950,bicubic,-54.007,-42.820,-61
poolformerv2_s12.sail_in1k,40.160,59.840,57.447,42.553,11.89,224,1.000,bicubic,-52.730,-41.083,+129
mobilevitv2_200.cvnets_in1k,40.140,59.860,55.517,44.483,18.45,256,0.888,bicubic,-54.380,-43.653,-137
fastvit_t12.apple_in1k,40.127,59.873,55.243,44.757,7.55,256,0.900,bicubic,-53.363,-43.617,+42
darknetaa53.c2ns_in1k,40.120,59.880,55.787,44.213,36.02,288,1.000,bilinear,-54.090,-43.213,-70
hrnet_w48.ms_in1k,40.110,59.890,56.633,43.367,77.47,224,0.875,bilinear,-53.900,-42.297,-43
vit_base_patch16_224.sam_in1k,40.100,59.900,55.423,44.577,86.57,224,0.900,bicubic,-53.790,-43.317,-28
resnet50_gn.a1h_in1k,40.057,59.943,54.853,45.147,25.56,288,0.950,bicubic,-54.563,-44.197,-168
legacy_seresnet152.in1k,40.050,59.950,55.837,44.163,66.82,224,0.875,bilinear,-53.360,-42.993,+56
resnet50.d_in1k,40.050,59.950,54.713,45.287,25.56,288,1.000,bicubic,-54.420,-44.287,-134
hrnet_w30.ms_in1k,40.043,59.957,57.110,42.890,37.71,224,0.875,bilinear,-53.367,-41.740,+55
seresnet33ts.ra2_in1k,39.990,60.010,56.403,43.597,19.78,288,1.000,bicubic,-54.270,-42.597,-90
regnetx_080.pycls_in1k,39.990,60.010,55.950,44.050,39.57,224,0.875,bicubic,-53.800,-42.960,-18
tf_efficientnet_b1.aa_in1k,39.970,60.030,56.127,43.873,7.79,240,0.882,bicubic,-53.750,-42.683,-8
resnet101c.gluon_in1k,39.953,60.047,55.287,44.713,44.57,224,0.875,bicubic,-53.747,-43.433,-3
fastvit_s12.apple_in1k,39.927,60.073,54.840,45.160,9.47,256,0.900,bicubic,-53.773,-43.920,-3
convnext_pico_ols.d1_in1k,39.887,60.113,55.617,44.383,9.06,288,1.000,bicubic,-54.123,-43.413,-52
resmlp_12_224.fb_distilled_in1k,39.833,60.167,57.430,42.570,15.35,224,0.875,bicubic,-53.037,-41.190,+115
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,+49
darknet53.c2ns_in1k,39.737,60.263,55.287,44.713,41.61,288,1.000,bicubic,-54.623,-43.763,-121
res2net101_26w_4s.in1k,39.720,60.280,54.550,45.450,45.21,224,0.875,bilinear,-53.810,-44.020,+17
lambda_resnet50ts.a1h_in1k,39.720,60.280,54.373,45.627,21.54,256,0.950,bicubic,-54.850,-44.537,-167
regnetx_120.pycls_in1k,39.687,60.313,55.643,44.357,46.11,224,0.875,bicubic,-54.573,-43.527,-103
hrnet_w44.ms_in1k,39.687,60.313,55.330,44.670,67.06,224,0.875,bilinear,-53.933,-43.630,0
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,+162
resmlp_big_24_224.fb_in1k,39.637,60.363,54.830,45.170,129.14,224,0.875,bicubic,-54.633,-44.120,-106
vit_small_patch16_384.augreg_in1k,39.623,60.377,54.243,45.757,22.20,384,1.000,bicubic,-54.987,-44.897,-185
mixnet_xl.ra_in1k,39.620,60.380,55.870,44.130,11.90,224,0.875,bicubic,-54.610,-43.180,-99
xception41.tf_in1k,39.607,60.393,55.013,44.987,26.97,299,0.903,bicubic,-53.873,-43.737,+19
densenet161.tv_in1k,39.603,60.397,56.130,43.870,28.68,224,0.875,bicubic,-53.287,-42.660,+98
tf_efficientnetv2_b1.in1k,39.573,60.427,55.327,44.673,8.14,240,0.882,bicubic,-54.137,-43.463,-24
dla102x.in1k,39.567,60.433,56.320,43.680,26.31,224,0.875,bilinear,-53.973,-42.530,+5
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,+133
sehalonet33ts.ra2_in1k,39.540,60.460,54.023,45.977,13.69,256,0.940,bicubic,-54.970,-44.737,-163
convnext_pico.d1_in1k,39.517,60.483,55.317,44.683,9.05,288,0.950,bicubic,-54.513,-43.693,-77
tf_efficientnet_b2.in1k,39.513,60.487,56.107,43.893,9.11,260,0.890,bicubic,-54.197,-42.703,-30
rexnet_130.nav_in1k,39.480,60.520,56.637,43.363,7.56,224,0.875,bicubic,-54.200,-42.063,-23
hrnet_w32.ms_in1k,39.467,60.533,56.120,43.880,41.23,224,0.875,bilinear,-53.483,-42.730,+79
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,-229
ecaresnet50t.a1_in1k,39.417,60.583,53.680,46.320,25.57,288,1.000,bicubic,-55.473,-45.380,-256
regnety_064.pycls_in1k,39.387,60.613,55.770,44.230,30.58,224,0.875,bicubic,-54.743,-43.260,-100
regnety_120.pycls_in1k,39.343,60.657,55.277,44.723,51.82,224,0.875,bicubic,-54.667,-43.543,-81
gcresnet33ts.ra2_in1k,39.333,60.667,55.880,44.120,19.88,288,1.000,bicubic,-55.017,-43.220,-140
mobilevitv2_150.cvnets_in1k,39.323,60.677,55.230,44.770,10.59,256,0.888,bicubic,-54.727,-43.670,-89
resnet101.tv_in1k,39.290,60.710,55.787,44.213,44.55,224,0.875,bilinear,-53.590,-42.873,+84
tf_efficientnet_el.in1k,39.287,60.713,55.377,44.623,10.59,300,0.904,bicubic,-55.063,-43.583,-145
resnet50s.gluon_in1k,39.260,60.740,55.020,44.980,25.68,224,0.875,bicubic,-54.310,-43.820,-17
resnet101.a3_in1k,39.253,60.747,53.710,46.290,44.55,224,0.950,bicubic,-54.607,-45.050,-65
regnety_160.pycls_in1k,39.250,60.750,55.447,44.553,83.59,224,0.875,bicubic,-54.880,-43.573,-107
repghostnet_200.in1k,39.243,60.757,56.423,43.577,9.80,224,0.875,bicubic,-54.307,-42.397,-16
inception_v3.tf_in1k,39.223,60.777,54.300,45.700,23.83,299,0.875,bicubic,-53.967,-44.360,+34
resnext50_32x4d.a1_in1k,39.190,60.810,53.350,46.650,25.03,288,1.000,bicubic,-55.190,-45.430,-156
densenet169.tv_in1k,39.170,60.830,55.860,44.140,14.15,224,0.875,bicubic,-53.130,-42.750,+123
tf_efficientnetv2_b2.in1k,39.167,60.833,54.563,45.437,10.10,260,0.890,bicubic,-54.893,-44.367,-101
resnext50d_32x4d.bt_in1k,39.100,60.900,54.343,45.657,25.05,288,0.950,bicubic,-55.300,-44.447,-166
legacy_seresnet101.in1k,39.043,60.957,55.003,44.997,49.33,224,0.875,bilinear,-54.227,-43.737,+22
efficientnet_b1_pruned.in1k,39.003,60.997,55.630,44.370,6.33,240,0.882,bicubic,-53.977,-43.100,+57
repvgg_b1g4.rvgg_in1k,38.977,61.023,56.350,43.650,39.97,224,0.875,bilinear,-54.053,-42.250,+40
crossvit_9_dagger_240.in1k,38.970,61.030,54.867,45.133,8.78,240,0.875,bicubic,-53.800,-43.793,+81
resnet50.a1_in1k,38.967,61.033,53.243,46.757,25.56,288,1.000,bicubic,-55.253,-45.507,-131
inception_v3.tv_in1k,38.943,61.057,53.877,46.123,23.83,299,0.875,bicubic,-53.957,-44.853,+64
regnety_080.pycls_in1k,38.910,61.090,55.190,44.810,39.18,224,0.875,bicubic,-54.970,-43.810,-84
res2net101d.in1k,38.903,61.097,53.057,46.943,45.23,224,0.875,bilinear,-55.617,-45.853,-201
legacy_seresnext50_32x4d.in1k,38.890,61.110,54.577,45.423,27.56,224,0.875,bilinear,-54.560,-44.203,-13
dla102.in1k,38.840,61.160,55.317,44.683,33.27,224,0.875,bilinear,-54.430,-43.473,+12
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,-49
efficientvit_m5.r224_in1k,38.820,61.180,54.980,45.020,12.47,224,0.875,bicubic,-53.330,-43.540,+116
regnetx_040.pycls_in1k,38.710,61.290,55.357,44.643,22.12,224,0.875,bicubic,-54.980,-43.573,-58
res2net50_14w_8s.in1k,38.710,61.290,54.073,45.927,25.06,224,0.875,bilinear,-54.320,-44.747,+31
dpn68.mx_in1k,38.687,61.313,54.687,45.313,12.61,224,0.875,bicubic,-53.613,-43.903,+104
regnetx_032.pycls_in1k,38.680,61.320,55.160,44.840,15.30,224,0.875,bicubic,-54.560,-43.560,+8
res2net50_26w_6s.in1k,38.680,61.320,53.773,46.227,37.05,224,0.875,bilinear,-54.910,-44.857,-49
resnet33ts.ra2_in1k,38.667,61.333,55.173,44.827,19.68,288,1.000,bicubic,-55.263,-43.707,-102
wide_resnet50_2.tv_in1k,38.650,61.350,54.467,45.533,68.88,224,0.875,bilinear,-54.810,-44.353,-26
selecsls60.in1k,38.620,61.380,55.617,44.383,30.67,224,0.875,bicubic,-54.390,-42.873,+28
regnetx_016.tv2_in1k,38.620,61.380,54.733,45.267,9.19,224,0.965,bicubic,-55.400,-44.197,-117
dla60x.in1k,38.610,61.390,55.403,44.597,17.35,224,0.875,bilinear,-54.580,-43.317,+5
tf_efficientnet_b0.aa_in1k,38.597,61.403,55.970,44.030,5.29,224,0.875,bicubic,-53.803,-42.500,+90
densenetblur121d.ra_in1k,38.593,61.407,55.637,44.363,8.00,288,0.950,bicubic,-54.437,-43.063,+22
dla60_res2net.in1k,38.593,61.407,54.563,45.437,20.85,224,0.875,bilinear,-54.777,-44.277,-13
repvgg_a2.rvgg_in1k,38.553,61.447,55.767,44.233,28.21,224,0.875,bilinear,-54.127,-42.513,+64
selecsls60b.in1k,38.550,61.450,55.310,44.690,32.77,224,0.875,bicubic,-54.950,-43.470,-43
seresnet50.a1_in1k,38.537,61.463,53.413,46.587,28.09,288,1.000,bicubic,-55.623,-45.437,-145
dpn68b.mx_in1k,38.530,61.470,55.183,44.817,12.61,224,0.875,bicubic,-54.250,-43.337,+51
resnet32ts.ra2_in1k,38.510,61.490,55.507,44.493,17.96,288,1.000,bicubic,-55.080,-43.233,-61
hardcorenas_f.miil_green_in1k,38.507,61.493,55.653,44.347,8.20,224,0.875,bilinear,-54.473,-42.977,+26
hrnet_w18_small_v2.gluon_in1k,38.460,61.540,56.180,43.820,15.60,224,0.875,bicubic,-54.540,-42.580,+20
resmlp_12_224.fb_in1k,38.440,61.560,56.327,43.673,15.35,224,0.875,bicubic,-53.680,-42.243,+98
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
dla60_res2next.in1k,38.423,61.577,54.930,45.070,17.03,224,0.875,bilinear,-55.157,-44.140,-63
regnetx_064.pycls_in1k,38.420,61.580,54.993,45.007,26.21,224,0.875,bicubic,-55.220,-44.047,-76
ghostnetv2_160.in1k,38.410,61.590,55.530,44.470,12.39,224,0.875,bicubic,-54.680,-43.210,+2
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,-204
regnety_008_tv.tv2_in1k,38.337,61.663,54.270,45.730,6.43,224,0.965,bicubic,-54.813,-44.410,-7
hrnet_w18.ms_in1k,38.263,61.737,55.660,44.340,21.30,224,0.875,bilinear,-54.507,-42.960,+41
tinynet_a.in1k,38.230,61.770,55.193,44.807,6.19,192,0.875,bicubic,-54.580,-43.367,+37
ecaresnet50t.a3_in1k,38.227,61.773,53.650,46.350,25.57,224,0.950,bicubic,-55.633,-45.200,-117
resnet34.a1_in1k,38.220,61.780,52.373,47.627,21.80,288,1.000,bicubic,-54.780,-46.257,+9
densenet121.ra_in1k,38.180,61.820,55.137,44.863,7.98,288,0.950,bicubic,-54.520,-43.503,+44
mixnet_l.ft_in1k,38.173,61.827,54.797,45.203,7.33,224,0.875,bicubic,-55.067,-43.953,-21
regnety_032.pycls_in1k,38.167,61.833,54.363,45.637,19.44,224,0.875,bicubic,-55.293,-44.587,-55
poolformer_s12.sail_in1k,38.157,61.843,56.213,43.787,11.92,224,0.900,bicubic,-54.343,-42.177,+58
hardcorenas_e.miil_green_in1k,38.150,61.850,55.177,44.823,8.07,224,0.875,bilinear,-54.790,-43.333,+12
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,-257
gmixer_24_224.ra3_in1k,38.050,61.950,52.077,47.923,24.72,224,0.875,bicubic,-54.630,-46.453,+39
vit_base_patch16_224.augreg_in1k,38.037,61.963,50.710,49.290,86.57,224,0.900,bicubic,-55.313,-48.050,-37
coat_lite_tiny.in1k,38.033,61.967,53.463,46.537,5.72,224,0.900,bicubic,-54.827,-45.177,+22
resnetrs50.tf_in1k,37.977,62.023,53.303,46.697,35.69,224,0.910,bicubic,-56.053,-45.437,-154
resnext50_32x4d.a2_in1k,37.933,62.067,52.353,47.647,25.03,288,1.000,bicubic,-56.287,-46.687,-182
mobilevitv2_125.cvnets_in1k,37.893,62.107,54.067,45.933,7.48,256,0.888,bicubic,-55.587,-44.773,-68
resnet50c.gluon_in1k,37.873,62.127,54.117,45.883,25.58,224,0.875,bicubic,-55.037,-44.573,+7
hardcorenas_c.miil_green_in1k,37.860,62.140,55.727,44.273,5.52,224,0.875,bilinear,-54.490,-42.613,+58
efficientformerv2_s0.snap_dist_in1k,37.823,62.177,54.053,45.947,3.60,224,0.950,bicubic,-54.037,-44.317,+82
res2net50_26w_4s.in1k,37.810,62.190,53.080,46.920,25.70,224,0.875,bilinear,-55.370,-45.580,-31
efficientnet_es.ra_in1k,37.787,62.213,54.960,45.040,5.44,224,0.875,bicubic,-55.123,-43.720,+4
resnest14d.gluon_in1k,37.777,62.223,56.480,43.520,10.61,224,0.875,bilinear,-53.373,-41.850,+109
convnext_femto.d1_in1k,37.733,62.267,54.100,45.900,5.22,288,0.950,bicubic,-55.707,-44.720,-65
resnext50_32x4d.tv_in1k,37.727,62.273,54.103,45.897,25.03,224,0.875,bilinear,-55.173,-44.217,+3
pit_ti_distilled_224.in1k,37.710,62.290,55.647,44.353,5.10,224,0.900,bicubic,-53.020,-42.603,+121
ecaresnet26t.ra2_in1k,37.667,62.333,54.357,45.643,16.01,320,0.950,bicubic,-56.273,-44.673,-153
seresnet50.a2_in1k,37.667,62.333,52.373,47.627,28.09,288,1.000,bicubic,-56.783,-46.517,-247
vit_base_patch32_224.augreg_in1k,37.563,62.437,51.810,48.190,88.22,224,0.900,bicubic,-53.027,-45.910,+122
fastvit_t8.apple_dist_in1k,37.557,62.443,53.830,46.170,4.03,256,0.900,bicubic,-55.033,-44.710,+30
hardcorenas_d.miil_green_in1k,37.543,62.457,54.720,45.280,7.50,224,0.875,bilinear,-55.067,-43.790,+26
res2next50.in1k,37.483,62.517,52.853,47.147,24.67,224,0.875,bilinear,-55.667,-45.787,-38
convnextv2_femto.fcmae_ft_in1k,37.477,62.523,53.507,46.493,5.23,288,0.950,bicubic,-56.273,-45.463,-131
resnet50.bt_in1k,37.420,62.580,53.860,46.140,25.56,288,0.950,bicubic,-56.540,-45.070,-162
hrnet_w18.ms_aug_in1k,37.337,62.663,54.123,45.877,21.30,224,0.950,bilinear,-56.143,-44.857,-87
lambda_resnet26t.c1_in1k,37.300,62.700,53.563,46.437,10.96,256,0.940,bicubic,-56.130,-45.167,-73
convnext_femto_ols.d1_in1k,37.253,62.747,53.047,46.953,5.23,288,0.950,bicubic,-56.137,-45.863,-67
mobilenetv3_large_100.miil_in21k_ft_in1k,37.243,62.757,53.543,46.457,5.48,224,0.875,bilinear,-55.017,-44.697,+47
hardcorenas_b.miil_green_in1k,37.233,62.767,55.033,44.967,5.18,224,0.875,bilinear,-54.687,-43.377,+60
resnet50d.a2_in1k,37.227,62.773,51.743,48.257,25.58,288,1.000,bicubic,-57.233,-47.287,-261
res2net50d.in1k,37.223,62.777,51.387,48.613,25.72,224,0.875,bilinear,-57.057,-47.703,-223
fastvit_t8.apple_in1k,37.217,62.783,53.133,46.867,4.03,256,0.900,bicubic,-54.713,-45.247,+56
eca_halonext26ts.c1_in1k,37.170,62.830,53.103,46.897,10.76,256,0.940,bicubic,-56.380,-45.497,-106
cs3darknet_focus_m.c2ns_in1k,37.140,62.860,53.910,46.090,9.30,288,0.950,bicubic,-55.960,-44.840,-46
res2net50_48w_2s.in1k,37.120,62.880,53.327,46.673,25.29,224,0.875,bilinear,-55.660,-45.143,-4
lambda_resnet26rpt_256.c1_in1k,37.103,62.897,53.860,46.140,10.99,256,0.940,bicubic,-56.327,-45.020,-84
vit_small_patch16_224.augreg_in1k,37.080,62.920,51.553,48.447,22.05,224,0.900,bicubic,-56.370,-47.227,-90
rexnet_100.nav_in1k,37.057,62.943,54.050,45.950,4.80,224,0.875,bicubic,-55.773,-44.550,-12
bat_resnext26ts.ch_in1k,37.057,62.943,53.743,46.257,10.73,256,0.900,bicubic,-56.063,-44.987,-51
resnet50.a2_in1k,37.050,62.950,51.347,48.653,25.56,288,1.000,bicubic,-57.070,-47.623,-201
dla60.in1k,37.040,62.960,54.220,45.780,22.04,224,0.875,bilinear,-55.610,-44.410,+3
tf_efficientnet_b1.in1k,37.017,62.983,53.417,46.583,7.79,240,0.882,bicubic,-55.913,-45.243,-29
regnety_016.pycls_in1k,37.013,62.987,54.083,45.917,11.20,224,0.875,bicubic,-55.997,-44.587,-43
botnet26t_256.c1_in1k,36.963,63.037,53.053,46.947,12.49,256,0.950,bicubic,-56.477,-45.857,-93
tf_mixnet_l.in1k,36.960,63.040,52.597,47.403,7.33,224,0.875,bicubic,-56.070,-45.933,-48
resnet34.a2_in1k,36.953,63.047,51.433,48.567,21.80,288,1.000,bicubic,-55.617,-47.137,+5
mobileone_s1.apple_in1k,36.930,63.070,54.603,45.397,4.83,224,0.900,bilinear,-54.860,-43.857,+46
ghostnetv2_130.in1k,36.887,63.113,54.137,45.863,8.96,224,0.875,bicubic,-55.353,-44.243,+28
legacy_seresnet50.in1k,36.863,63.137,53.473,46.527,28.09,224,0.875,bilinear,-55.797,-45.207,-6
halonet26t.a1h_in1k,36.843,63.157,52.270,47.730,12.48,256,0.950,bicubic,-56.747,-46.470,-130
densenet121.tv_in1k,36.807,63.193,54.030,45.970,7.98,224,0.875,bicubic,-54.593,-44.220,+60
tf_efficientnet_lite2.in1k,36.800,63.200,53.313,46.687,6.09,260,0.890,bicubic,-55.790,-45.117,-3
mobilenetv2_120d.ra_in1k,36.790,63.210,54.047,45.953,5.83,224,0.875,bicubic,-55.820,-44.383,-7
tf_efficientnet_lite1.in1k,36.730,63.270,53.583,46.417,5.42,240,0.882,bicubic,-55.560,-44.917,+17
regnetx_016.pycls_in1k,36.693,63.307,53.307,46.693,9.19,224,0.875,bicubic,-55.837,-45.243,0
eca_botnext26ts_256.c1_in1k,36.690,63.310,52.493,47.507,10.59,256,0.950,bicubic,-56.660,-46.197,-92
hardcorenas_a.miil_green_in1k,36.687,63.313,54.923,45.077,5.26,224,0.875,bilinear,-54.933,-43.357,+45
levit_conv_128s.fb_dist_in1k,36.623,63.377,53.137,46.863,7.78,224,0.900,bicubic,-54.877,-45.263,+48
levit_128s.fb_dist_in1k,36.623,63.377,53.130,46.870,7.78,224,0.900,bicubic,-54.887,-45.270,+48
repghostnet_150.in1k,36.617,63.383,54.110,45.890,6.58,224,0.875,bicubic,-55.763,-44.420,+4
efficientnet_b0.ra_in1k,36.593,63.407,53.477,46.523,5.29,224,0.875,bicubic,-55.887,-45.203,-3
efficientvit_m4.r224_in1k,36.587,63.413,53.267,46.733,8.80,224,0.875,bicubic,-54.153,-44.773,+74
resnext50_32x4d.a3_in1k,36.553,63.447,51.143,48.857,25.03,224,0.950,bicubic,-56.997,-47.537,-137
vit_base_patch32_224.sam_in1k,36.543,63.457,53.043,46.957,88.22,224,0.900,bicubic,-53.327,-44.557,+94
xcit_nano_12_p8_224.fb_dist_in1k,36.510,63.490,52.873,47.127,3.05,224,1.000,bicubic,-55.920,-45.667,-3
cs3darknet_m.c2ns_in1k,36.480,63.520,53.230,46.770,9.31,288,0.950,bicubic,-56.800,-45.490,-96
repvgg_a1.rvgg_in1k,36.450,63.550,53.770,46.230,14.09,224,0.875,bilinear,-54.670,-44.390,+57
tf_efficientnet_em.in1k,36.393,63.607,52.853,47.147,6.90,240,0.882,bicubic,-56.797,-45.637,-90
mobilevitv2_100.cvnets_in1k,36.387,63.613,53.083,46.917,4.90,256,0.888,bicubic,-56.753,-45.677,-84
resnet50d.a3_in1k,36.330,63.670,51.320,48.680,25.58,224,0.950,bicubic,-57.080,-47.370,-112
skresnet18.ra_in1k,36.313,63.687,54.187,45.813,11.96,224,0.875,bicubic,-53.867,-43.593,+83
repvgg_b0.rvgg_in1k,36.290,63.710,54.057,45.943,15.82,224,0.875,bilinear,-55.390,-44.393,+25
resnet34.bt_in1k,36.257,63.743,52.757,47.243,21.80,288,0.950,bicubic,-56.023,-45.843,-1
resnet50.tv_in1k,36.180,63.820,52.793,47.207,25.56,224,0.875,bilinear,-55.940,-45.617,+8
xcit_nano_12_p16_384.fb_dist_in1k,36.150,63.850,53.260,46.740,3.05,384,1.000,bicubic,-55.980,-45.250,+4
legacy_seresnet34.in1k,36.150,63.850,52.567,47.433,21.96,224,0.875,bilinear,-55.340,-45.633,+33
coat_tiny.in1k,36.117,63.883,51.047,48.953,5.50,224,0.900,bicubic,-57.393,-47.633,-144
efficientvit_m3.r224_in1k,36.090,63.910,52.453,47.547,6.90,224,0.875,bicubic,-53.910,-45.377,+77
resnet34.tv_in1k,36.070,63.930,53.537,46.463,21.80,224,0.875,bilinear,-54.230,-44.433,+70
deit_tiny_distilled_patch16_224.fb_in1k,36.023,63.977,54.243,45.757,5.91,224,0.900,bicubic,-55.057,-44.027,+50
mobilenetv2_140.ra_in1k,35.997,64.003,53.963,46.037,6.11,224,0.875,bicubic,-56.053,-44.287,+4
convnextv2_atto.fcmae_ft_in1k,35.990,64.010,51.187,48.813,3.71,288,0.950,bicubic,-56.930,-47.373,-68
resnet50.a3_in1k,35.957,64.043,50.483,49.517,25.56,224,0.950,bicubic,-56.983,-48.187,-71
tf_efficientnet_lite0.in1k,35.937,64.063,53.477,46.523,4.65,224,0.875,bicubic,-55.343,-44.363,+29
selecsls42b.in1k,35.813,64.187,52.473,47.527,32.46,224,0.875,bicubic,-56.667,-46.157,-25
xcit_nano_12_p8_384.fb_dist_in1k,35.797,64.203,52.300,47.700,3.05,384,1.000,bicubic,-57.503,-46.560,-118
seresnext26ts.ch_in1k,35.780,64.220,53.460,46.540,10.39,288,1.000,bicubic,-57.160,-45.120,-78
resnet34.gluon_in1k,35.780,64.220,52.183,47.817,21.80,224,0.875,bicubic,-55.310,-45.997,+42
convnext_atto.d2_in1k,35.777,64.223,52.323,47.677,3.70,288,0.950,bicubic,-56.993,-46.167,-56
seresnet50.a3_in1k,35.757,64.243,51.163,48.837,28.09,224,0.950,bicubic,-56.603,-47.167,-24
resnet26t.ra2_in1k,35.727,64.273,53.587,46.413,16.01,320,1.000,bicubic,-57.183,-45.113,-74
dla34.in1k,35.657,64.343,52.803,47.197,15.74,224,0.875,bilinear,-55.563,-45.367,+24
efficientnet_lite0.ra_in1k,35.640,64.360,53.663,46.337,4.65,224,0.875,bicubic,-55.610,-44.577,+22
mixnet_m.ft_in1k,35.633,64.367,52.423,47.577,5.01,224,0.875,bicubic,-56.637,-45.937,-20
resnet18.fb_ssl_yfcc100m_ft_in1k,35.613,64.387,53.753,46.247,11.69,224,0.875,bilinear,-55.087,-44.267,+43
mobilenetv3_rw.rmsp_in1k,35.543,64.457,53.707,46.293,5.48,224,0.875,bicubic,-56.007,-44.573,+9
regnetx_008.tv2_in1k,35.527,64.473,51.480,48.520,7.26,224,0.965,bicubic,-56.963,-46.950,-40
convnext_atto_ols.a2_in1k,35.403,64.597,51.390,48.610,3.70,288,0.950,bicubic,-57.577,-47.150,-93
efficientnet_es_pruned.in1k,35.393,64.607,52.840,47.160,5.44,224,0.875,bicubic,-56.307,-45.570,-3
mobilenetv2_110d.ra_in1k,35.313,64.687,52.870,47.130,4.52,224,0.875,bicubic,-56.017,-45.320,+12
repghostnet_130.in1k,35.263,64.737,52.567,47.433,5.48,224,0.875,bicubic,-56.677,-45.823,-14
tf_mixnet_m.in1k,35.193,64.807,50.987,49.013,5.01,224,0.875,bicubic,-57.017,-47.433,-25
hrnet_w18_small_v2.ms_in1k,35.163,64.837,52.420,47.580,15.60,224,0.875,bilinear,-55.997,-45.920,+17
xcit_nano_12_p16_224.fb_dist_in1k,35.120,64.880,52.543,47.457,3.05,224,1.000,bicubic,-55.070,-45.207,+49
resnet34.a3_in1k,35.033,64.967,50.503,49.497,21.80,224,0.950,bicubic,-55.207,-47.377,+45
convit_tiny.fb_in1k,35.027,64.973,51.777,48.223,5.71,224,0.875,bicubic,-55.523,-46.413,+36
gcresnext26ts.ch_in1k,35.017,64.983,51.493,48.507,10.48,288,1.000,bicubic,-57.723,-47.117,-70
eca_resnext26ts.ch_in1k,34.927,65.073,52.370,47.630,10.30,288,1.000,bicubic,-57.823,-46.340,-72
regnety_004.tv2_in1k,34.923,65.077,51.263,48.737,4.34,224,0.965,bicubic,-56.697,-46.907,-8
tinynet_b.in1k,34.867,65.133,51.997,48.003,3.73,188,0.875,bicubic,-56.243,-46.063,+15
resnext26ts.ra2_in1k,34.837,65.163,52.710,47.290,10.30,288,1.000,bicubic,-57.543,-45.680,-46
regnety_008.pycls_in1k,34.780,65.220,51.743,48.257,6.26,224,0.875,bicubic,-57.120,-46.667,-21
pit_ti_224.in1k,34.670,65.330,52.160,47.840,4.85,224,0.900,bicubic,-55.750,-45.850,+33
tf_efficientnet_b0.in1k,34.623,65.377,51.143,48.857,5.29,224,0.875,bicubic,-57.657,-47.407,-41
crossvit_9_240.in1k,34.613,65.387,51.767,48.233,8.55,240,0.875,bicubic,-56.437,-46.553,+16
mobilenetv3_large_100.ra_in1k,34.600,65.400,52.843,47.157,5.48,224,0.875,bicubic,-56.870,-45.477,-7
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,+6
pvt_v2_b0.in1k,34.400,65.600,53.103,46.897,3.67,224,0.900,bicubic,-54.570,-44.587,+55
tf_efficientnet_es.in1k,34.260,65.740,51.353,48.647,5.44,224,0.875,bicubic,-57.850,-47.077,-35
fbnetc_100.rmsp_in1k,34.243,65.757,51.190,48.810,5.57,224,0.875,bilinear,-57.037,-46.890,-6
resnet18d.ra2_in1k,34.213,65.787,51.763,48.237,11.71,288,0.950,bicubic,-56.587,-46.397,+12
regnety_006.pycls_in1k,34.153,65.847,51.253,48.747,6.06,224,0.875,bicubic,-57.407,-47.177,-18
repvgg_a0.rvgg_in1k,34.070,65.930,51.967,48.033,9.11,224,0.875,bilinear,-55.610,-45.793,+37
ghostnetv2_100.in1k,34.037,65.963,51.973,48.027,6.16,224,0.875,bicubic,-57.593,-46.317,-24
resnet18.a1_in1k,33.973,66.027,49.410,50.590,11.69,288,1.000,bicubic,-56.227,-48.350,+27
tf_mobilenetv3_large_100.in1k,33.963,66.037,51.470,48.530,5.48,224,0.875,bilinear,-57.457,-46.790,-16
regnetx_008.pycls_in1k,33.803,66.197,50.543,49.457,7.26,224,0.875,bicubic,-57.367,-47.827,-8
repghostnet_111.in1k,33.790,66.210,51.543,48.457,4.54,224,0.875,bicubic,-57.310,-46.687,0
mnasnet_100.rmsp_in1k,33.777,66.223,51.150,48.850,4.38,224,0.875,bicubic,-57.433,-47.070,-11
semnasnet_075.rmsp_in1k,33.773,66.227,52.403,47.597,2.91,224,0.875,bicubic,-56.447,-45.547,+21
lcnet_100.ra2_in1k,33.767,66.233,52.090,47.910,2.95,224,0.875,bicubic,-55.143,-45.290,+45
ese_vovnet19b_dw.ra_in1k,33.753,66.247,50.920,49.080,6.54,288,0.950,bicubic,-59.007,-47.730,-97
regnetx_004_tv.tv2_in1k,33.717,66.283,49.803,50.197,5.50,224,0.965,bicubic,-57.443,-48.297,-12
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,33.633,66.367,50.687,49.313,6.36,384,1.000,bicubic,-58.097,-47.743,-40
mobilevit_s.cvnets_in1k,33.633,66.367,49.287,50.713,5.58,256,0.900,bicubic,-59.517,-49.493,-152
xcit_nano_12_p8_224.fb_in1k,33.580,66.420,50.233,49.767,3.05,224,1.000,bicubic,-57.520,-47.817,-10
vit_tiny_patch16_384.augreg_in21k_ft_in1k,33.550,66.450,51.077,48.923,5.79,384,1.000,bicubic,-59.870,-47.733,-183
semnasnet_100.rmsp_in1k,33.507,66.493,50.803,49.197,3.89,224,0.875,bicubic,-58.163,-47.487,-39
spnasnet_100.rmsp_in1k,33.490,66.510,51.287,48.713,4.42,224,0.875,bilinear,-57.100,-46.663,+1
mixnet_s.ft_in1k,33.467,66.533,51.007,48.993,4.13,224,0.875,bicubic,-58.313,-47.293,-46
crossvit_tiny_240.in1k,33.347,66.653,49.900,50.100,7.01,240,0.875,bicubic,-57.183,-48.050,+3
mobilevitv2_075.cvnets_in1k,33.340,66.660,50.110,49.890,2.87,256,0.888,bicubic,-58.630,-48.190,-56
efficientvit_m2.r224_in1k,33.293,66.707,49.810,50.190,4.19,224,0.875,bicubic,-55.617,-47.580,+32
vgg19_bn.tv_in1k,33.240,66.760,50.777,49.223,143.68,224,0.875,bilinear,-57.750,-47.323,-12
regnetx_006.pycls_in1k,33.147,66.853,50.243,49.757,6.20,224,0.875,bicubic,-57.643,-47.847,-11
repghostnet_100.in1k,33.140,66.860,50.770,49.230,4.07,224,0.875,bicubic,-57.550,-47.350,-7
edgenext_x_small.in1k,33.110,66.890,49.003,50.997,2.34,288,1.000,bicubic,-58.470,-49.187,-44
seresnext26t_32x4d.bt_in1k,33.083,66.917,50.270,49.730,16.81,288,0.950,bicubic,-60.267,-48.390,-183
resnet18.tv_in1k,33.057,66.943,51.173,48.827,11.69,224,0.875,bilinear,-55.093,-45.947,+34
seresnext26d_32x4d.bt_in1k,32.973,67.027,49.823,50.177,16.81,288,0.950,bicubic,-60.087,-48.887,-160
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,+23
mobileone_s0.apple_in1k,32.853,67.147,51.063,48.937,5.29,224,0.875,bilinear,-55.957,-46.157,+25
hrnet_w18_small.gluon_in1k,32.827,67.173,50.380,49.620,13.19,224,0.875,bicubic,-57.483,-47.370,-5
legacy_seresnext26_32x4d.in1k,32.773,67.227,49.217,50.783,16.79,224,0.875,bicubic,-59.827,-49.193,-106
hrnet_w18_small.ms_in1k,32.653,67.347,50.587,49.413,13.19,224,0.875,bilinear,-57.217,-47.303,+1
deit_tiny_patch16_224.fb_in1k,32.650,67.350,50.263,49.737,5.72,224,0.900,bicubic,-56.960,-47.697,+6
legacy_seresnet18.in1k,32.600,67.400,50.317,49.683,11.78,224,0.875,bicubic,-56.660,-47.373,+11
ghostnet_100.in1k,32.550,67.450,50.410,49.590,5.18,224,0.875,bicubic,-57.910,-47.500,-13
mobilenetv2_100.ra_in1k,32.513,67.487,50.790,49.210,3.50,224,0.875,bicubic,-57.357,-47.040,-2
regnetx_004.pycls_in1k,32.493,67.507,49.323,50.677,5.16,224,0.875,bicubic,-56.977,-48.437,+3
resnet26d.bt_in1k,32.420,67.580,49.997,50.003,16.01,288,0.950,bicubic,-60.130,-48.653,-107
resnet18.gluon_in1k,32.417,67.583,49.737,50.263,11.69,224,0.875,bicubic,-56.243,-47.363,+16
regnety_004.pycls_in1k,32.313,67.687,49.463,50.537,4.34,224,0.875,bicubic,-58.457,-48.607,-28
resnet18.a2_in1k,32.223,67.777,47.890,52.110,11.69,288,1.000,bicubic,-57.247,-49.520,0
tf_mixnet_s.in1k,32.200,67.800,48.523,51.477,4.13,224,0.875,bicubic,-59.480,-49.717,-67
resnet26.bt_in1k,32.173,67.827,49.443,50.557,16.00,288,0.950,bicubic,-59.937,-49.107,-83
vit_tiny_patch16_224.augreg_in21k_ft_in1k,32.020,67.980,49.017,50.983,5.72,224,0.900,bicubic,-59.900,-49.323,-77
tf_mobilenetv3_large_075.in1k,31.847,68.153,49.130,50.870,3.99,224,0.875,bilinear,-58.483,-48.740,-21
tf_mobilenetv3_large_minimal_100.in1k,31.600,68.400,49.353,50.647,3.92,224,0.875,bilinear,-57.560,-47.957,+2
efficientvit_m1.r224_in1k,31.297,68.703,48.197,51.803,2.98,224,0.875,bicubic,-55.923,-48.823,+18
repghostnet_080.in1k,30.873,69.127,48.797,51.203,3.28,224,0.875,bicubic,-58.597,-48.833,-6
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,-5
tinynet_c.in1k,30.517,69.483,48.477,51.523,2.46,184,0.875,bicubic,-57.883,-48.783,+6
lcnet_075.ra2_in1k,30.373,69.627,48.770,51.230,2.36,224,0.875,bicubic,-56.587,-47.780,+19
vgg16_bn.tv_in1k,30.357,69.643,47.280,52.720,138.37,224,0.875,bilinear,-60.183,-50.710,-32
resnet18.a3_in1k,30.093,69.907,46.333,53.667,11.69,224,0.950,bicubic,-56.977,-50.327,+15
efficientvit_b0.r224_in1k,30.060,69.940,46.603,53.397,3.41,224,0.950,bicubic,-58.240,-50.277,+4
edgenext_xx_small.in1k,29.750,70.250,46.487,53.513,1.33,288,1.000,bicubic,-60.050,-51.013,-19
regnety_002.pycls_in1k,29.707,70.293,46.827,53.173,3.16,224,0.875,bicubic,-58.463,-50.613,+3
mobilevit_xs.cvnets_in1k,29.587,70.413,46.037,53.963,2.32,256,0.900,bicubic,-61.623,-52.013,-63
mobilenetv3_small_100.lamb_in1k,29.050,70.950,47.200,52.800,2.54,224,0.875,bicubic,-57.130,-49.250,+14
mnasnet_small.lamb_in1k,28.953,71.047,47.287,52.713,2.03,224,0.875,bicubic,-56.527,-48.713,+15
vgg13_bn.tv_in1k,28.863,71.137,46.730,53.270,133.05,224,0.875,bilinear,-60.337,-50.800,-13
resnet10t.c3_in1k,28.857,71.143,46.903,53.097,5.44,224,0.950,bicubic,-57.823,-49.827,+10
regnetx_002.pycls_in1k,28.837,71.163,45.453,54.547,2.68,224,0.875,bicubic,-58.533,-51.547,+1
efficientvit_m0.r224_in1k,28.797,71.203,45.777,54.223,2.35,224,0.875,bicubic,-54.423,-49.923,+19
mobilenetv2_050.lamb_in1k,28.657,71.343,46.597,53.403,1.97,224,0.875,bicubic,-56.333,-49.023,+14
vgg19.tv_in1k,28.580,71.420,45.167,54.833,143.67,224,0.875,bilinear,-61.100,-52.383,-27
mobilevitv2_050.cvnets_in1k,28.560,71.440,45.203,54.797,1.37,256,0.888,bicubic,-60.470,-52.397,-17
dla60x_c.in1k,28.443,71.557,46.220,53.780,1.32,224,0.875,bilinear,-58.667,-50.920,0
vgg11_bn.tv_in1k,28.430,71.570,46.460,53.540,132.87,224,0.875,bilinear,-59.970,-50.790,-11
repghostnet_058.in1k,28.400,71.600,46.587,53.413,2.55,224,0.875,bicubic,-58.750,-50.193,-3
tinynet_d.in1k,27.960,72.040,45.877,54.123,2.34,152,0.875,bicubic,-57.480,-50.143,+7
vgg16.tv_in1k,27.877,72.123,44.680,55.320,138.36,224,0.875,bilinear,-61.493,-52.840,-28
resnet14t.c3_in1k,27.553,72.447,44.683,55.317,10.08,224,0.950,bicubic,-61.697,-52.757,-26
tf_mobilenetv3_small_100.in1k,27.293,72.707,44.410,55.590,2.54,224,0.875,bilinear,-58.657,-51.990,0
repghostnet_050.in1k,27.060,72.940,44.977,55.023,2.31,224,0.875,bicubic,-58.390,-51.173,+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,-6
vgg11.tv_in1k,26.537,73.463,43.470,56.530,132.86,224,0.875,bilinear,-60.813,-53.630,-12
mobilenetv3_small_075.lamb_in1k,26.533,73.467,43.877,56.123,2.04,224,0.875,bicubic,-57.587,-51.643,+4
mobilevit_xxs.cvnets_in1k,26.353,73.647,43.060,56.940,1.27,256,0.900,bicubic,-61.587,-54.130,-17
vgg13.tv_in1k,26.273,73.727,43.353,56.647,133.05,224,0.875,bilinear,-61.297,-53.757,-17
dla46x_c.in1k,26.207,73.793,43.777,56.223,1.07,224,0.875,bilinear,-59.233,-52.643,-4
lcnet_050.ra2_in1k,26.197,73.803,44.577,55.423,1.88,224,0.875,bicubic,-56.843,-50.443,+2
tf_mobilenetv3_small_075.in1k,26.197,73.803,43.617,56.383,2.04,224,0.875,bilinear,-58.303,-52.263,-2
dla46_c.in1k,25.507,74.493,43.777,56.223,1.30,224,0.875,bilinear,-59.193,-52.433,-4
tf_mobilenetv3_small_minimal_100.in1k,25.123,74.877,42.950,57.050,2.04,224,0.875,bilinear,-57.537,-52.080,0
tinynet_e.in1k,23.353,76.647,41.067,58.933,2.04,106,0.875,bicubic,-56.457,-52.903,0
mobilenetv3_small_050.lamb_in1k,21.737,78.263,38.757,61.243,1.59,224,0.875,bicubic,-56.343,-54.253,0