pytorch-image-models/results/results-imagenet-r.csv

model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.617,9.383,97.913,2.087,846.47,1.000,bicubic,-7.153,-1.897,+15
eva_giant_patch14_336.clip_ft_in1k,336,90.517,9.483,97.223,2.777,"1,013.01",1.000,bicubic,-7.343,-2.567,+6
eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.483,9.517,97.273,2.727,305.08,1.000,bicubic,-7.337,-2.557,+7
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.247,9.753,97.177,2.823,305.08,1.000,bicubic,-7.783,-2.713,-2
eva_giant_patch14_224.clip_ft_in1k,224,89.837,10.163,97.010,2.990,"1,012.56",0.900,bicubic,-7.733,-2.760,+30
eva_giant_patch14_336.m30m_ft_in22k_in1k,336,88.617,11.383,95.930,4.070,"1,013.01",1.000,bicubic,-9.393,-3.970,-3
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,88.413,11.587,95.630,4.370,"1,014.45",1.000,bicubic,-9.577,-4.230,-3
regnety_1280.swag_ft_in1k,384,88.290,11.710,96.480,3.520,644.81,1.000,bicubic,-9.470,-3.340,+10
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,87.983,12.017,95.610,4.390,305.08,1.000,bicubic,-10.177,-4.270,-8
eva02_large_patch14_448.mim_in22k_ft_in1k,448,87.510,12.490,95.753,4.247,305.08,1.000,bicubic,-10.350,-4.157,-3
regnety_1280.swag_lc_in1k,224,86.940,13.060,95.730,4.270,644.81,0.965,bicubic,-10.480,-4.010,+34
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,84.577,15.423,94.400,5.600,200.13,1.000,bicubic,-12.813,-5.330,+37
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,83.980,16.020,93.897,6.103,304.53,1.000,bicubic,-13.650,-5.833,+15
vit_large_patch14_clip_336.laion2b_ft_in1k,336,83.633,16.367,93.493,6.507,304.53,1.000,bicubic,-13.597,-6.227,+68
eva_large_patch14_336.in22k_ft_in1k,336,83.527,16.473,93.143,6.857,304.53,1.000,bicubic,-14.303,-6.697,-6
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,83.263,16.737,93.137,6.863,632.05,1.000,bicubic,-13.857,-6.433,+85
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,83.063,16.937,92.867,7.133,632.46,1.000,bicubic,-14.547,-6.913,+13
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,82.960,17.040,92.663,7.337,632.05,1.000,bicubic,-14.390,-7.137,+37
vit_large_patch14_clip_224.openai_ft_in1k,224,82.390,17.610,92.990,7.010,304.20,1.000,bicubic,-15.060,-6.700,+24
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,82.273,17.727,92.437,7.563,200.13,1.000,bicubic,-15.197,-7.323,+19
vit_large_patch14_clip_224.laion2b_ft_in1k,224,81.680,18.320,92.227,7.773,304.20,1.000,bicubic,-15.330,-7.453,+105
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,81.467,18.533,92.060,7.940,200.13,1.000,bicubic,-15.823,-7.680,+47
regnety_320.swag_lc_in1k,224,81.433,18.567,93.307,6.693,145.05,0.965,bicubic,-15.387,-6.323,+140
eva_large_patch14_196.in22k_ft_in1k,196,81.297,18.703,91.553,8.447,304.14,1.000,bicubic,-16.243,-8.237,+12
regnety_320.swag_ft_in1k,384,81.270,18.730,92.737,7.263,145.05,1.000,bicubic,-16.130,-7.003,+21
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,80.990,19.010,91.943,8.057,200.13,1.000,bicubic,-16.140,-7.707,+72
eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.090,19.910,89.340,10.660,304.53,1.000,bicubic,-17.800,-10.540,-22
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,79.520,20.480,89.233,10.767,468.53,0.875,bilinear,-17.270,-10.467,+148
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,78.883,21.117,88.473,11.527,194.03,0.875,bilinear,-17.557,-11.067,+235
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,78.730,21.270,89.010,10.990,304.20,1.000,bicubic,-18.910,-10.720,-3
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.523,21.477,88.583,11.417,304.53,1.000,bicubic,-18.937,-11.197,+10
eva_large_patch14_196.in22k_ft_in22k_in1k,196,78.520,21.480,88.337,11.663,304.14,1.000,bicubic,-19.100,-11.473,-3
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.277,21.723,88.780,11.220,304.20,1.000,bicubic,-19.123,-10.980,+15
regnety_160.swag_lc_in1k,224,78.233,21.767,91.703,8.297,83.59,0.965,bicubic,-18.197,-7.737,+231
regnety_160.swag_ft_in1k,384,77.717,22.283,90.713,9.287,83.59,1.000,bicubic,-19.453,-9.067,+59
eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.523,22.477,89.330,10.670,87.12,1.000,bicubic,-20.207,-10.430,-14
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.430,22.570,88.423,11.577,87.12,1.000,bicubic,-20.170,-11.397,-6
tf_efficientnet_l2.ns_jft_in1k_475,475,76.347,23.653,88.517,11.483,480.31,0.936,bicubic,-21.423,-11.333,-21
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.303,23.697,87.047,12.953,304.43,0.950,bicubic,-21.457,-12.803,-18
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,76.220,23.780,87.740,12.260,194.03,0.875,bilinear,-20.050,-11.850,+272
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,75.970,24.030,86.617,13.383,660.29,1.000,bicubic,-21.890,-13.183,-35
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,75.873,24.127,86.257,13.743,88.79,0.875,bilinear,-20.077,-13.063,+371
convnextv2_huge.fcmae_ft_in22k_in1k_512,512,75.837,24.163,86.933,13.067,660.29,1.000,bicubic,-21.973,-12.857,-32
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.603,24.397,86.940,13.060,88.79,0.875,bilinear,-20.667,-12.540,+267
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,75.207,24.793,88.483,11.517,88.59,1.000,bicubic,-21.853,-11.187,+68
convnext_base.clip_laiona_augreg_ft_in1k_384,384,75.163,24.837,88.520,11.480,88.59,1.000,bicubic,-21.697,-11.170,+109
tf_efficientnet_l2.ns_jft_in1k,800,74.590,25.410,87.487,12.513,480.31,0.960,bicubic,-23.180,-12.323,-33
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,73.703,26.297,87.303,12.697,88.59,1.000,bicubic,-23.097,-12.377,+124
convnext_base.clip_laion2b_augreg_ft_in1k,256,73.447,26.553,87.200,12.800,88.59,1.000,bicubic,-23.133,-12.320,+171
beit_large_patch16_384.in22k_ft_in22k_in1k,384,73.277,26.723,85.030,14.970,305.00,1.000,bicubic,-24.533,-14.830,-38
beit_large_patch16_512.in22k_ft_in22k_in1k,512,73.160,26.840,85.090,14.910,305.67,1.000,bicubic,-24.620,-14.730,-38
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,72.703,27.297,85.193,14.807,44.18,0.875,bilinear,-23.377,-14.327,+309
maxvit_xlarge_tf_512.in21k_ft_in1k,512,71.910,28.090,83.040,16.960,475.77,1.000,bicubic,-25.850,-16.750,-33
maxvit_xlarge_tf_384.in21k_ft_in1k,384,71.763,28.237,82.820,17.180,475.32,1.000,bicubic,-25.997,-17.040,-35
beit_large_patch16_224.in22k_ft_in22k_in1k,224,71.033,28.967,83.313,16.687,304.43,0.900,bicubic,-26.467,-16.367,-18
deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.837,29.163,82.220,17.780,632.13,1.000,bicubic,-26.413,-17.500,+19
deit3_large_patch16_384.fb_in22k_ft_in1k,384,70.613,29.387,82.390,17.610,304.76,1.000,bicubic,-26.967,-17.390,-24
vit_base_patch16_clip_384.laion2b_ft_in1k,384,70.597,29.403,83.703,16.297,86.86,1.000,bicubic,-26.323,-15.967,+84
beitv2_large_patch16_224.in1k_ft_in1k,224,70.437,29.563,83.407,16.593,304.43,0.950,bicubic,-26.853,-16.333,+9
maxvit_base_tf_512.in21k_ft_in1k,512,70.433,29.567,81.620,18.380,119.88,1.000,bicubic,-27.337,-18.270,-45
caformer_b36.sail_in22k_ft_in1k_384,384,70.427,29.573,82.420,17.580,98.75,1.000,bicubic,-27.223,-17.380,-36
maxvit_large_tf_512.in21k_ft_in1k,512,70.343,29.657,81.670,18.330,212.33,1.000,bicubic,-27.327,-18.140,-38
maxvit_large_tf_384.in21k_ft_in1k,384,70.013,29.987,80.990,19.010,212.03,1.000,bicubic,-27.657,-18.740,-40
deit3_large_patch16_224.fb_in22k_ft_in1k,224,69.730,30.270,81.177,18.823,304.37,1.000,bicubic,-27.580,-18.503,0
maxvit_base_tf_384.in21k_ft_in1k,384,69.640,30.360,80.710,19.290,119.65,1.000,bicubic,-27.930,-19.000,-31
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,69.107,30.893,82.877,17.123,25.03,0.875,bilinear,-26.553,-16.573,+439
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.963,31.037,79.890,20.110,116.14,1.000,bicubic,-28.367,-19.700,-6
vit_base_patch16_clip_224.laion2b_ft_in1k,224,68.700,31.300,82.407,17.593,86.57,1.000,bicubic,-27.630,-17.123,+225
convnextv2_large.fcmae_ft_in22k_in1k_384,384,68.530,31.470,80.987,19.013,197.96,1.000,bicubic,-29.120,-18.873,-43
resnet50.fb_swsl_ig1b_ft_in1k,224,68.380,31.620,83.387,16.613,25.56,0.875,bilinear,-26.870,-15.813,+549
caformer_b36.sail_in22k_ft_in1k,224,68.323,31.677,80.650,19.350,98.75,1.000,bicubic,-29.047,-19.180,-21
hgnetv2_b6.ssld_stage1_in22k_in1k,224,68.053,31.947,82.013,17.987,75.26,1.000,bicubic,-28.897,-17.607,+66
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.010,31.990,80.620,19.380,116.09,1.000,bicubic,-29.460,-19.140,-33
convnext_xlarge.fb_in22k_ft_in1k_384,384,67.780,32.220,80.127,19.873,350.20,1.000,bicubic,-29.800,-19.583,-42
hgnetv2_b6.ssld_stage2_ft_in1k,224,67.707,32.293,81.647,18.353,75.26,1.000,bicubic,-29.153,-18.003,+82
hgnetv2_b5.ssld_stage2_ft_in1k,224,67.593,32.407,81.013,18.987,39.57,1.000,bicubic,-29.057,-18.647,+127
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,67.517,32.483,80.143,19.857,196.74,1.000,bicubic,-29.783,-19.627,-11
vit_base_patch16_clip_384.openai_ft_in1k,384,67.293,32.707,81.813,18.187,86.86,1.000,bicubic,-29.537,-17.847,+83
hgnetv2_b5.ssld_stage1_in22k_in1k,224,67.137,32.863,80.493,19.507,39.57,1.000,bicubic,-29.363,-19.157,+165
vit_large_patch16_384.augreg_in21k_ft_in1k,384,67.123,32.877,78.710,21.290,304.72,1.000,bicubic,-30.307,-21.070,-36
tf_efficientnet_b7.ns_jft_in1k,600,67.020,32.980,81.087,18.913,66.35,0.949,bicubic,-30.180,-18.613,+6
convnextv2_base.fcmae_ft_in22k_in1k_384,384,67.003,32.997,79.723,20.277,88.72,1.000,bicubic,-30.367,-19.977,-31
convnextv2_large.fcmae_ft_in22k_in1k,224,66.527,33.473,79.363,20.637,197.96,1.000,bicubic,-30.873,-20.387,-36
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,66.517,33.483,78.283,21.717,73.88,1.000,bicubic,-30.853,-21.427,-32
convnext_large.fb_in22k_ft_in1k_384,384,66.510,33.490,79.427,20.573,197.77,1.000,bicubic,-30.820,-20.283,-25
convformer_b36.sail_in22k_ft_in1k_384,384,66.467,33.533,78.987,21.013,99.88,1.000,bicubic,-30.983,-20.763,-44
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,66.353,33.647,77.863,22.137,116.14,0.950,bicubic,-30.737,-21.817,+18
hgnetv2_b6.ssld_stage2_ft_in1k,288,66.313,33.687,80.457,19.543,75.26,1.000,bicubic,-30.767,-19.283,+19
hgnetv2_b6.ssld_stage1_in22k_in1k,288,66.250,33.750,80.497,19.503,75.26,1.000,bicubic,-30.830,-19.183,+19
convnext_xlarge.fb_in22k_ft_in1k,224,65.970,34.030,78.423,21.577,350.20,1.000,bicubic,-31.290,-21.317,-17
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,65.950,34.050,79.240,20.760,196.74,1.000,bicubic,-31.230,-20.520,+1
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,65.937,34.063,78.677,21.323,86.86,1.000,bicubic,-31.293,-21.023,-9
vit_base_patch16_clip_224.openai_ft_in1k,224,65.893,34.107,80.890,19.110,86.57,0.900,bicubic,-30.467,-18.620,+190
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,65.740,34.260,78.847,21.153,86.53,0.900,bicubic,-31.220,-20.873,+39
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,65.517,34.483,78.860,21.140,87.92,1.000,bicubic,-31.743,-20.940,-23
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,65.507,34.493,78.437,21.563,196.74,0.900,bicubic,-31.713,-21.273,-12
tf_efficientnet_b6.ns_jft_in1k,528,65.447,34.553,79.437,20.563,43.04,0.942,bicubic,-31.583,-20.273,+24
caformer_m36.sail_in22k_ft_in1k_384,384,65.350,34.650,78.400,21.600,56.20,1.000,bicubic,-32.010,-21.380,-44
convformer_b36.sail_in22k_ft_in1k,224,65.273,34.727,77.950,22.050,99.88,1.000,bicubic,-31.957,-21.800,-18
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,65.207,34.793,78.883,21.117,86.86,0.950,bicubic,-31.923,-20.767,0
convnextv2_base.fcmae_ft_in22k_in1k,224,65.077,34.923,78.507,21.493,88.72,1.000,bicubic,-32.053,-21.213,-2
hiera_huge_224.mae_in1k_ft_in1k,224,64.973,35.027,77.720,22.280,672.78,0.900,bicubic,-32.237,-22.040,-16
nextvit_large.bd_ssld_6m_in1k_384,384,64.820,35.180,79.227,20.773,57.87,1.000,bicubic,-32.360,-20.393,-12
convnext_xlarge.fb_in22k_ft_in1k,288,64.767,35.233,77.843,22.157,350.20,1.000,bicubic,-32.713,-21.977,-66
convnext_base.fb_in22k_ft_in1k_384,384,64.740,35.260,78.177,21.823,88.59,1.000,bicubic,-32.500,-21.543,-27
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,64.727,35.273,77.703,22.297,86.57,0.950,bicubic,-31.893,-21.857,+103
convnextv2_large.fcmae_ft_in22k_in1k,288,64.670,35.330,78.170,21.830,197.96,1.000,bicubic,-32.670,-21.610,-50
convnext_large.fb_in22k_ft_in1k,224,64.633,35.367,77.793,22.207,197.77,1.000,bicubic,-32.527,-21.877,-13
hgnetv2_b5.ssld_stage2_ft_in1k,288,64.577,35.423,79.007,20.993,39.57,1.000,bicubic,-32.153,-20.623,+77
vit_large_patch16_224.augreg_in21k_ft_in1k,224,64.363,35.637,76.253,23.747,304.33,0.900,bicubic,-32.367,-23.347,+77
hgnetv2_b5.ssld_stage1_in22k_in1k,288,64.267,35.733,78.343,21.657,39.57,1.000,bicubic,-32.323,-21.227,+105
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,64.173,35.827,75.903,24.097,329.09,1.000,bicubic,-32.787,-23.667,+22
hgnet_base.ssld_in1k,224,64.023,35.977,76.763,23.237,71.58,1.000,bicubic,-32.567,-22.817,+105
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,63.940,36.060,77.457,22.543,116.09,0.950,bicubic,-33.140,-22.273,-5
convnext_large.fb_in22k_ft_in1k,288,63.940,36.060,77.323,22.677,197.77,1.000,bicubic,-33.300,-22.397,-36
convnextv2_huge.fcmae_ft_in1k,224,63.813,36.187,76.720,23.280,660.29,1.000,bicubic,-33.177,-22.940,+13
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,63.737,36.263,78.063,21.937,196.53,0.900,bicubic,-33.233,-21.607,+15
hrnet_w48_ssld.paddle_in1k,224,63.633,36.367,76.630,23.370,77.47,1.000,bilinear,-32.617,-22.850,+201
nextvit_base.bd_ssld_6m_in1k_384,384,63.617,36.383,78.487,21.513,44.82,1.000,bicubic,-33.623,-21.273,-42
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,63.557,36.443,76.537,23.463,149.39,1.000,bicubic,-33.783,-23.193,-62
beit_base_patch16_384.in22k_ft_in22k_in1k,384,63.403,36.597,77.837,22.163,86.74,1.000,bicubic,-33.937,-21.923,-62
caformer_m36.sail_in22k_ft_in1k,224,63.367,36.633,76.723,23.277,56.20,1.000,bicubic,-33.663,-23.007,-2
convnextv2_base.fcmae_ft_in22k_in1k,288,63.157,36.843,77.070,22.930,88.72,1.000,bicubic,-34.053,-22.560,-38
caformer_s36.sail_in22k_ft_in1k_384,384,63.040,36.960,77.223,22.777,39.30,1.000,bicubic,-34.240,-22.497,-54
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.020,36.980,76.770,23.230,87.92,0.900,bicubic,-34.040,-22.820,-11
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,63.010,36.990,77.733,22.267,87.90,1.000,bicubic,-34.060,-22.017,-17
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,63.010,36.990,76.693,23.307,86.57,0.950,bicubic,-33.540,-22.787,+104
tf_efficientnet_b5.ns_jft_in1k,456,62.883,37.117,77.723,22.277,30.39,0.934,bicubic,-34.017,-21.917,+17
convnext_base.fb_in22k_ft_in1k,224,62.740,37.260,76.403,23.597,88.59,1.000,bicubic,-34.300,-23.267,-10
deit3_base_patch16_384.fb_in22k_ft_in1k,384,62.680,37.320,75.593,24.407,86.88,1.000,bicubic,-34.560,-24.137,-50
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.417,37.583,76.617,23.383,86.58,0.900,bicubic,-34.513,-23.033,+9
tf_efficientnetv2_l.in21k_ft_in1k,480,62.400,37.600,76.733,23.267,118.52,1.000,bicubic,-34.920,-22.907,-69
tf_efficientnetv2_l.in21k_ft_in1k,384,62.387,37.613,76.653,23.347,118.52,1.000,bicubic,-34.483,-22.967,+20
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,62.353,37.647,75.000,25.000,73.88,0.950,bicubic,-34.837,-24.640,-46
convnext_base.fb_in22k_ft_in1k,288,62.243,37.757,76.173,23.827,88.59,1.000,bicubic,-34.997,-23.507,-59
vit_base_patch8_224.augreg_in21k_ft_in1k,224,62.243,37.757,75.677,24.323,86.58,0.900,bicubic,-34.847,-24.033,-30
tf_efficientnetv2_xl.in21k_ft_in1k,384,62.140,37.860,75.433,24.567,208.12,1.000,bicubic,-34.770,-24.027,+7
tf_efficientnetv2_xl.in21k_ft_in1k,512,62.120,37.880,75.600,24.400,208.12,1.000,bicubic,-35.210,-24.150,-76
hgnet_base.ssld_in1k,288,62.120,37.880,75.247,24.753,71.58,1.000,bicubic,-34.700,-24.383,+26
convformer_m36.sail_in22k_ft_in1k_384,384,62.103,37.897,75.540,24.460,57.05,1.000,bicubic,-35.267,-24.140,-87
hrnet_w48_ssld.paddle_in1k,288,62.067,37.933,75.293,24.707,77.47,1.000,bilinear,-34.493,-24.357,+86
nextvit_large.bd_ssld_6m_in1k,224,61.930,38.070,76.800,23.200,57.87,0.950,bicubic,-34.980,-22.840,+1
deit3_base_patch16_224.fb_in22k_ft_in1k,224,61.920,38.080,74.723,25.277,86.59,1.000,bicubic,-34.950,-24.787,+9
beitv2_base_patch16_224.in1k_ft_in1k,224,61.487,38.513,76.003,23.997,86.53,0.900,bicubic,-35.283,-23.547,+35
vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,61.487,38.513,74.580,25.420,64.11,0.950,bicubic,-35.333,-25.120,+23
convnextv2_huge.fcmae_ft_in1k,288,61.260,38.740,74.420,25.580,660.29,1.000,bicubic,-36.010,-25.290,-75
coatnet_2_rw_224.sw_in12k_ft_in1k,224,61.200,38.800,73.927,26.073,73.87,0.950,bicubic,-35.800,-25.713,-20
tf_efficientnet_b4.ns_jft_in1k,380,61.107,38.893,76.060,23.940,19.34,0.922,bicubic,-35.603,-23.390,+43
maxvit_base_tf_512.in1k,512,61.027,38.973,73.977,26.023,119.88,1.000,bicubic,-36.163,-25.673,-60
convformer_m36.sail_in22k_ft_in1k,224,60.910,39.090,74.460,25.540,57.05,1.000,bicubic,-36.160,-25.170,-38
nextvit_base.bd_ssld_6m_in1k,224,60.793,39.207,76.337,23.663,44.82,0.950,bicubic,-36.087,-23.343,-2
caformer_s36.sail_in22k_ft_in1k,224,60.680,39.320,75.087,24.913,39.30,1.000,bicubic,-36.150,-24.643,+10
nextvit_small.bd_ssld_6m_in1k_384,384,60.393,39.607,75.693,24.307,31.76,1.000,bicubic,-36.697,-23.917,-50
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,60.300,39.700,73.740,26.260,88.30,1.000,bicubic,-36.300,-25.730,+61
hiera_large_224.mae_in1k_ft_in1k,224,60.300,39.700,73.197,26.803,213.74,0.900,bicubic,-36.450,-26.393,+26
tf_efficientnetv2_m.in21k_ft_in1k,480,60.257,39.743,75.120,24.880,54.14,1.000,bicubic,-36.763,-24.500,-31
tf_efficientnetv2_m.in21k_ft_in1k,384,60.197,39.803,74.993,25.007,54.14,1.000,bicubic,-36.313,-24.597,+86
vit_base_patch16_384.augreg_in21k_ft_in1k,384,60.197,39.803,73.853,26.147,86.86,1.000,bicubic,-36.843,-25.827,-41
beit_base_patch16_224.in22k_ft_in22k_in1k,224,60.163,39.837,75.380,24.620,86.53,0.900,bicubic,-36.497,-24.280,+43
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,60.117,39.883,73.360,26.640,88.34,1.000,bicubic,-36.453,-26.160,+65
convnextv2_large.fcmae_ft_in1k,224,60.107,39.893,74.393,25.607,197.96,1.000,bicubic,-36.723,-25.227,-1
hgnet_small.ssld_in1k,224,60.077,39.923,75.063,24.937,24.36,1.000,bicubic,-35.963,-24.497,+216
convnext_small.fb_in22k_ft_in1k_384,384,59.927,40.073,74.487,25.513,50.22,1.000,bicubic,-37.213,-25.153,-66
convformer_s36.sail_in22k_ft_in1k_384,384,59.883,40.117,73.863,26.137,40.01,1.000,bicubic,-37.167,-25.837,-48
maxvit_large_tf_512.in1k,512,59.883,40.117,72.803,27.197,212.33,1.000,bicubic,-37.177,-26.887,-50
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,59.640,40.360,73.267,26.733,93.59,1.000,bicubic,-37.700,-26.443,-110
tiny_vit_21m_512.dist_in22k_ft_in1k,512,59.560,40.440,74.657,25.343,21.27,1.000,bicubic,-37.330,-24.963,-21
hgnetv2_b4.ssld_stage2_ft_in1k,224,59.547,40.453,74.917,25.083,19.80,1.000,bicubic,-36.473,-24.563,+220
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,59.307,40.693,73.907,26.093,87.77,0.900,bicubic,-37.363,-25.733,+31
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,59.207,40.793,73.663,26.337,86.57,0.900,bicubic,-37.293,-25.857,+76
maxvit_base_tf_384.in1k,384,59.167,40.833,71.723,28.277,119.65,1.000,bicubic,-37.953,-27.977,-69
tiny_vit_21m_384.dist_in22k_ft_in1k,384,59.017,40.983,74.100,25.900,21.23,1.000,bicubic,-37.933,-25.510,-35
vit_base_patch32_clip_224.laion2b_ft_in1k,224,59.017,40.983,73.863,26.137,88.22,0.900,bicubic,-35.733,-25.187,+591
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,58.963,41.037,72.720,27.280,93.59,1.000,bicubic,-38.337,-27.060,-109
convformer_s36.sail_in22k_ft_in1k,224,58.890,41.110,72.837,27.163,40.01,1.000,bicubic,-37.670,-26.783,+53
volo_d5_512.sail_in1k,512,58.773,41.227,73.130,26.870,296.09,1.150,bicubic,-38.527,-26.650,-109
volo_d5_448.sail_in1k,448,58.693,41.307,72.980,27.020,295.91,1.150,bicubic,-38.557,-26.780,-104
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,58.693,41.307,71.857,28.143,328.99,0.900,bicubic,-37.537,-27.663,+148
convnext_small.in12k_ft_in1k_384,384,58.640,41.360,72.643,27.357,50.22,1.000,bicubic,-38.350,-27.017,-51
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,58.640,41.360,72.060,27.940,93.59,1.000,bicubic,-38.450,-27.550,-76
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,58.583,41.417,73.227,26.773,88.30,0.950,bicubic,-37.817,-26.393,+92
nextvit_small.bd_ssld_6m_in1k,224,58.580,41.420,74.237,25.763,31.76,0.950,bicubic,-38.030,-25.293,+31
eva02_small_patch14_336.mim_in22k_ft_in1k,336,58.480,41.520,73.013,26.987,22.13,1.000,bicubic,-38.210,-26.457,+12
maxvit_large_tf_384.in1k,384,58.420,41.580,71.103,28.897,212.03,1.000,bicubic,-38.540,-28.617,-49
deit3_large_patch16_384.fb_in1k,384,58.327,41.673,72.947,27.053,304.76,1.000,bicubic,-38.533,-26.723,-27
efficientvit_l3.r384_in1k,384,58.283,41.717,72.603,27.397,246.04,1.000,bicubic,-38.427,-27.037,+6
hgnet_small.ssld_in1k,288,58.223,41.777,73.760,26.240,24.36,1.000,bicubic,-38.177,-25.770,+82
convnext_small.fb_in22k_ft_in1k,224,58.223,41.777,72.943,27.057,50.22,1.000,bicubic,-38.237,-26.667,+70
deit3_huge_patch14_224.fb_in1k,224,58.137,41.863,72.137,27.863,632.13,0.900,bicubic,-38.443,-27.503,+34
convnextv2_large.fcmae_ft_in1k,288,58.063,41.937,72.560,27.440,197.96,1.000,bicubic,-38.787,-27.210,-31
rdnet_large.nv_in1k_ft_in1k_384,384,58.007,41.993,71.897,28.103,186.27,1.000,bicubic,-39.013,-27.773,-67
tf_efficientnet_b8.ap_in1k,672,57.903,42.097,72.943,27.057,87.41,0.954,bicubic,-38.667,-26.607,+32
hgnetv2_b4.ssld_stage1_in22k_in1k,224,57.680,42.320,72.820,27.180,19.80,1.000,bicubic,-38.280,-26.600,+216
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,57.670,42.330,71.337,28.663,93.59,1.000,bicubic,-39.510,-28.413,-104
efficientvit_l3.r320_in1k,320,57.607,42.393,71.553,28.447,246.04,1.000,bicubic,-39.133,-27.877,-10
convnext_small.fb_in22k_ft_in1k,288,57.603,42.397,72.497,27.503,50.22,1.000,bicubic,-39.267,-27.093,-42
efficientvit_l3.r224_in1k,224,57.533,42.467,71.353,28.647,246.04,1.000,bicubic,-38.957,-28.197,+54
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,57.513,42.487,71.613,28.387,60.40,0.950,bicubic,-39.047,-28.067,+31
mvitv2_large.fb_in1k,224,57.497,42.503,70.760,29.240,217.99,0.900,bicubic,-38.933,-28.750,+68
cait_m48_448.fb_dist_in1k,448,57.430,42.570,71.797,28.203,356.46,1.000,bicubic,-39.460,-27.863,-52
cait_m36_384.fb_dist_in1k,384,57.407,42.593,72.310,27.690,271.22,1.000,bicubic,-39.413,-27.420,-35
tf_efficientnet_b3.ns_jft_in1k,300,57.403,42.597,72.437,27.563,12.23,0.904,bicubic,-38.717,-27.083,+146
hgnetv2_b3.ssld_stage2_ft_in1k,224,57.357,42.643,73.160,26.840,16.29,1.000,bicubic,-38.373,-26.270,+280
hgnetv2_b4.ssld_stage2_ft_in1k,288,57.323,42.677,72.923,27.077,19.80,1.000,bicubic,-38.967,-26.707,+101
volo_d4_448.sail_in1k,448,57.273,42.727,71.427,28.573,193.41,1.150,bicubic,-39.797,-28.343,-94
tiny_vit_21m_224.dist_in22k_ft_in1k,224,57.160,42.840,72.553,27.447,21.20,0.950,bicubic,-39.240,-26.907,+65
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,57.030,42.970,71.330,28.670,88.22,0.900,bicubic,-38.220,-27.990,+415
efficientvit_l3.r256_in1k,256,56.963,43.037,70.800,29.200,246.04,1.000,bicubic,-39.677,-28.490,-2
maxvit_small_tf_512.in1k,512,56.947,43.053,70.953,29.047,69.13,1.000,bicubic,-40.233,-28.737,-116
hgnetv2_b3.ssld_stage1_in22k_in1k,224,56.903,43.097,72.693,27.307,16.29,1.000,bicubic,-38.757,-26.707,+298
vit_base_patch16_224.augreg_in21k_ft_in1k,224,56.877,43.123,70.697,29.303,86.57,0.900,bicubic,-39.423,-28.873,+93
convnext_small.in12k_ft_in1k,224,56.790,43.210,71.100,28.900,50.22,1.000,bicubic,-39.720,-28.420,+29
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,56.677,43.323,69.747,30.253,38.85,1.000,bicubic,-39.473,-29.743,+128
efficientvit_l2.r288_in1k,288,56.530,43.470,70.143,29.857,63.71,1.000,bicubic,-40.110,-29.377,-9
deit3_large_patch16_224.fb_in1k,224,56.487,43.513,70.483,29.517,304.37,0.900,bicubic,-39.743,-28.927,+113
hgnet_tiny.ssld_in1k,224,56.440,43.560,72.130,27.870,14.74,1.000,bicubic,-38.860,-27.100,+390
rdnet_large.nv_in1k,224,56.437,43.563,70.163,29.837,186.27,0.900,bicubic,-39.923,-29.387,+68
volo_d5_224.sail_in1k,224,56.387,43.613,70.687,29.313,295.46,0.960,bicubic,-40.503,-29.023,-71
xcit_large_24_p8_384.fb_dist_in1k,384,56.380,43.620,71.253,28.747,188.93,1.000,bicubic,-40.410,-28.277,-44
flexivit_large.1200ep_in1k,240,56.263,43.737,71.567,28.433,304.36,0.950,bicubic,-40.537,-28.053,-47
dm_nfnet_f5.dm_in1k,416,56.260,43.740,70.100,29.900,377.21,0.954,bicubic,-40.550,-29.500,-51
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,56.063,43.937,71.803,28.197,28.64,1.000,bicubic,-40.567,-27.787,-15
flexivit_large.600ep_in1k,240,56.060,43.940,71.213,28.787,304.36,0.950,bicubic,-40.690,-28.337,-41
xcit_large_24_p8_224.fb_dist_in1k,224,55.997,44.003,70.683,29.317,188.93,1.000,bicubic,-40.633,-28.797,-16
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,55.970,44.030,70.337,29.663,38.88,0.950,bicubic,-40.520,-28.973,+25
dm_nfnet_f6.dm_in1k,448,55.900,44.100,69.860,30.140,438.36,0.956,bicubic,-41.030,-29.860,-87
caformer_s18.sail_in22k_ft_in1k_384,384,55.853,44.147,71.277,28.723,26.34,1.000,bicubic,-40.657,-28.313,+13
vit_base_patch32_clip_224.openai_ft_in1k,224,55.837,44.163,72.200,27.800,88.22,0.900,bicubic,-38.603,-26.980,+628
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,55.730,44.270,70.987,29.013,39.03,0.950,bicubic,-40.770,-28.603,+16
efficientvit_l2.r384_in1k,384,55.720,44.280,69.907,30.093,63.71,1.000,bicubic,-40.970,-29.693,-32
flexivit_large.300ep_in1k,240,55.697,44.303,70.690,29.310,304.36,0.950,bicubic,-40.993,-28.890,-34
regnety_160.sw_in12k_ft_in1k,224,55.683,44.317,70.107,29.893,83.59,1.000,bicubic,-40.767,-29.503,+28
regnety_160.lion_in12k_ft_in1k,224,55.647,44.353,69.927,30.073,83.59,1.000,bicubic,-40.893,-29.533,+1
convnext_small.in12k_ft_in1k,288,55.643,44.357,70.597,29.403,50.22,1.000,bicubic,-40.947,-29.093,-17
hiera_base_plus_224.mae_in1k_ft_in1k,224,55.560,44.440,68.980,31.020,69.90,0.900,bicubic,-40.820,-30.440,+45
hgnetv2_b4.ssld_stage1_in22k_in1k,288,55.390,44.610,71.037,28.963,19.80,1.000,bicubic,-40.870,-28.293,+78
convnextv2_base.fcmae_ft_in1k,224,55.273,44.727,69.613,30.387,88.72,1.000,bicubic,-41.037,-29.917,+63
hrnet_w18_ssld.paddle_in1k,224,55.113,44.887,69.853,30.147,21.30,1.000,bilinear,-39.987,-29.477,+436
hgnetv2_b3.ssld_stage2_ft_in1k,288,55.100,44.900,71.247,28.753,16.29,1.000,bicubic,-40.940,-28.343,+138
caformer_b36.sail_in1k_384,384,55.043,44.957,67.993,32.007,98.75,1.000,bicubic,-42.117,-31.617,-144
convformer_s18.sail_in22k_ft_in1k_384,384,54.977,45.023,70.010,29.990,26.77,1.000,bicubic,-41.813,-29.540,-67
caformer_m36.sail_in1k_384,384,54.947,45.053,68.360,31.640,56.20,1.000,bicubic,-42.073,-31.350,-120
xcit_large_24_p16_384.fb_dist_in1k,384,54.870,45.130,69.923,30.077,189.10,1.000,bicubic,-42.060,-29.587,-102
swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,54.843,45.157,70.830,29.170,49.61,0.900,bicubic,-41.187,-28.700,+138
regnetz_e8.ra3_in1k,256,54.743,45.257,68.667,31.333,57.70,1.000,bicubic,-41.607,-30.893,+44
volo_d4_224.sail_in1k,224,54.713,45.287,68.827,31.173,192.96,0.960,bicubic,-42.067,-30.793,-69
dm_nfnet_f4.dm_in1k,384,54.697,45.303,68.933,31.067,316.07,0.951,bicubic,-42.043,-30.667,-64
maxvit_tiny_tf_512.in1k,512,54.647,45.353,68.887,31.113,31.05,1.000,bicubic,-42.323,-30.773,-117
efficientvit_l2.r224_in1k,224,54.607,45.393,67.937,32.063,63.71,1.000,bicubic,-41.653,-31.553,+68
hgnetv2_b2.ssld_stage1_in22k_in1k,224,54.590,45.410,70.637,29.363,11.22,1.000,bicubic,-40.310,-28.443,+475
deit3_small_patch16_384.fb_in22k_ft_in1k,384,54.580,45.420,68.360,31.640,22.21,1.000,bicubic,-42.090,-31.300,-50
hgnet_tiny.ssld_in1k,288,54.550,45.450,70.540,29.460,14.74,1.000,bicubic,-41.040,-28.920,+272
caformer_s36.sail_in1k_384,384,54.513,45.487,68.643,31.357,39.30,1.000,bicubic,-42.357,-31.017,-103
hgnetv2_b3.ssld_stage1_in22k_in1k,288,54.467,45.533,70.910,29.090,16.29,1.000,bicubic,-41.503,-28.210,+149
tf_efficientnetv2_l.in1k,384,54.437,45.563,68.557,31.443,118.52,1.000,bicubic,-42.113,-30.953,-22
convnext_large.fb_in1k,224,54.387,45.613,68.670,31.330,197.77,1.000,bicubic,-41.723,-30.800,+95
dm_nfnet_f5.dm_in1k,544,54.387,45.613,68.570,31.430,377.21,0.954,bicubic,-42.633,-31.100,-133
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.380,45.620,69.533,30.467,98.95,1.000,bicubic,-42.090,-30.127,-4
dm_nfnet_f3.dm_in1k,320,54.370,45.630,68.467,31.533,254.92,0.940,bicubic,-41.990,-31.123,+23
maxvit_small_tf_384.in1k,384,54.327,45.673,68.160,31.840,69.02,1.000,bicubic,-42.403,-31.550,-71
efficientvit_l2.r256_in1k,256,54.320,45.680,67.917,32.083,63.71,1.000,bicubic,-42.160,-31.563,-8
xcit_large_24_p16_224.fb_dist_in1k,224,54.297,45.703,68.963,31.037,189.10,1.000,bicubic,-42.013,-30.537,+40
efficientnet_b5.sw_in12k_ft_in1k,448,54.290,45.710,69.820,30.180,30.39,1.000,bicubic,-42.520,-29.910,-92
inception_next_base.sail_in1k_384,384,54.233,45.767,68.490,31.510,86.67,1.000,bicubic,-42.497,-31.060,-76
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,54.197,45.803,70.273,29.727,936.53,1.000,bilinear,-42.663,-29.347,-109
efficientnetv2_rw_m.agc_in1k,320,54.183,45.817,69.040,30.960,53.24,1.000,bicubic,-42.007,-30.420,+68
regnety_160.sw_in12k_ft_in1k,288,54.157,45.843,68.857,31.143,83.59,1.000,bicubic,-42.663,-30.803,-103
caformer_s18.sail_in22k_ft_in1k,224,54.113,45.887,69.680,30.320,26.34,1.000,bicubic,-41.917,-29.810,+111
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,54.097,45.903,68.783,31.217,36.47,1.000,bicubic,-41.963,-30.767,+99
regnety_160.lion_in12k_ft_in1k,288,54.090,45.910,68.860,31.140,83.59,1.000,bicubic,-42.720,-30.730,-101
tf_efficientnet_b5.ap_in1k,456,53.943,46.057,69.230,30.770,30.39,0.934,bicubic,-42.147,-30.260,+86
regnety_120.sw_in12k_ft_in1k,224,53.940,46.060,68.917,31.083,51.82,1.000,bicubic,-42.260,-30.593,+60
volo_d3_448.sail_in1k,448,53.937,46.063,67.953,32.047,86.63,1.000,bicubic,-43.103,-31.747,-155
caformer_b36.sail_in1k,224,53.927,46.073,66.600,33.400,98.75,1.000,bicubic,-42.613,-33.100,-39
convnextv2_tiny.fcmae_ft_in22k_in1k,224,53.903,46.097,69.743,30.257,28.64,1.000,bicubic,-42.177,-29.497,+87
hgnetv2_b2.ssld_stage2_ft_in1k,224,53.700,46.300,69.837,30.163,11.22,1.000,bicubic,-41.510,-29.483,+364
dm_nfnet_f6.dm_in1k,576,53.660,46.340,68.183,31.817,438.36,0.956,bicubic,-43.320,-31.577,-147
xcit_medium_24_p8_224.fb_dist_in1k,224,53.657,46.343,68.307,31.693,84.32,1.000,bicubic,-42.863,-31.263,-39
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,53.597,46.403,69.173,30.827,38.86,0.950,bicubic,-42.403,-30.327,+115
tf_efficientnet_b6.ap_in1k,528,53.577,46.423,68.583,31.417,43.04,0.942,bicubic,-42.783,-31.027,+4
cait_s36_384.fb_dist_in1k,384,53.523,46.477,68.010,31.990,68.37,1.000,bicubic,-43.117,-31.590,-77
tf_efficientnet_b2.ns_jft_in1k,260,53.500,46.500,70.357,29.643,9.11,0.890,bicubic,-42.030,-28.943,+258
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,53.463,46.537,68.777,31.223,32.59,1.000,bicubic,-42.817,-30.663,+26
dm_nfnet_f3.dm_in1k,416,53.437,46.563,67.580,32.420,254.92,0.940,bicubic,-43.173,-32.050,-73
deit3_base_patch16_224.fb_in1k,224,53.430,46.570,67.577,32.423,86.59,0.900,bicubic,-42.350,-31.863,+185
deit3_base_patch16_384.fb_in1k,384,53.417,46.583,67.593,32.407,86.88,1.000,bicubic,-42.813,-31.707,+41
convformer_s18.sail_in22k_ft_in1k,224,53.410,46.590,68.627,31.373,26.77,1.000,bicubic,-42.680,-30.523,+72
vit_base_patch32_384.augreg_in21k_ft_in1k,384,53.387,46.613,68.153,31.847,88.30,1.000,bicubic,-42.523,-31.207,+131
convnextv2_base.fcmae_ft_in1k,288,53.387,46.613,67.783,32.217,88.72,1.000,bicubic,-43.113,-31.847,-41
xcit_medium_24_p8_384.fb_dist_in1k,384,53.360,46.640,68.117,31.883,84.32,1.000,bicubic,-43.420,-31.553,-112
tf_efficientnet_b7.ap_in1k,600,53.320,46.680,68.900,31.100,66.35,0.949,bicubic,-43.040,-30.620,-10
hrnet_w18_ssld.paddle_in1k,288,53.293,46.707,68.113,31.887,21.30,1.000,bilinear,-42.467,-31.297,+183
maxvit_base_tf_224.in1k,224,53.287,46.713,66.233,33.767,119.47,0.950,bicubic,-43.063,-33.147,-3
tf_efficientnetv2_s.in21k_ft_in1k,384,53.253,46.747,69.073,30.927,21.46,1.000,bicubic,-43.217,-30.487,-39
tf_efficientnetv2_s.in21k_ft_in1k,300,53.250,46.750,69.130,30.870,21.46,1.000,bicubic,-42.660,-30.100,+126
xcit_medium_24_p16_384.fb_dist_in1k,384,53.237,46.763,68.103,31.897,84.40,1.000,bicubic,-43.453,-31.507,-100
tf_efficientnetv2_l.in1k,480,53.193,46.807,67.867,32.133,118.52,1.000,bicubic,-43.537,-31.743,-107
tf_efficientnet_b8.ra_in1k,672,53.170,46.830,68.950,31.050,87.41,0.954,bicubic,-43.530,-30.630,-104
hiera_base_224.mae_in1k_ft_in1k,224,53.163,46.837,67.490,32.510,51.52,0.900,bicubic,-43.187,-31.870,-8
convnext_large.fb_in1k,288,53.143,46.857,67.817,32.183,197.77,1.000,bicubic,-43.247,-31.653,-26
tf_efficientnet_b4.ap_in1k,380,53.113,46.887,68.280,31.720,19.34,0.922,bicubic,-42.387,-30.830,+242
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,53.113,46.887,67.953,32.047,32.59,1.000,bicubic,-43.167,-31.467,+9
regnetz_e8.ra3_in1k,320,53.063,46.937,67.167,32.833,57.70,1.000,bicubic,-43.547,-32.443,-91
maxvit_large_tf_224.in1k,224,53.010,46.990,65.427,34.573,211.79,0.950,bicubic,-43.320,-34.053,-7
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,52.943,47.057,68.250,31.750,32.59,1.000,bicubic,-43.587,-31.340,-68
rexnetr_300.sw_in12k_ft_in1k,224,52.927,47.073,69.060,30.940,34.81,1.000,bicubic,-43.103,-30.360,+77
convnext_tiny.in12k_ft_in1k_384,384,52.890,47.110,68.400,31.600,28.59,1.000,bicubic,-43.690,-31.260,-88
rdnet_small.nv_in1k,224,52.817,47.183,67.513,32.487,50.44,0.900,bicubic,-43.013,-31.917,+142
deit3_small_patch16_224.fb_in22k_ft_in1k,224,52.803,47.197,66.857,33.143,22.06,1.000,bicubic,-43.017,-32.493,+145
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,52.783,47.217,66.423,33.577,41.72,0.950,bicubic,-43.377,-33.057,+30
rdnet_base.nv_in1k,224,52.693,47.307,66.903,33.097,87.45,0.900,bicubic,-43.377,-32.417,+55
volo_d3_224.sail_in1k,224,52.653,47.347,66.300,33.700,86.33,0.960,bicubic,-43.807,-33.250,-55
maxvit_tiny_tf_384.in1k,384,52.587,47.413,66.707,33.293,30.98,1.000,bicubic,-43.993,-32.863,-92
efficientvit_l1.r224_in1k,224,52.520,47.480,65.647,34.353,52.65,1.000,bicubic,-43.450,-33.533,+94
regnety_120.sw_in12k_ft_in1k,288,52.477,47.523,67.500,32.500,51.82,1.000,bicubic,-44.083,-31.980,-89
dm_nfnet_f4.dm_in1k,512,52.400,47.600,66.920,33.080,316.07,0.951,bicubic,-44.550,-32.710,-180
tf_efficientnet_b7.ra_in1k,600,52.373,47.627,68.197,31.803,66.35,0.949,bicubic,-44.237,-31.383,-103
efficientnetv2_rw_m.agc_in1k,416,52.347,47.653,67.263,32.737,53.24,1.000,bicubic,-43.933,-32.297,-10
ecaresnet269d.ra2_in1k,320,52.347,47.653,66.717,33.283,102.09,1.000,bicubic,-44.033,-32.753,-41
tf_efficientnetv2_m.in1k,384,52.337,47.663,67.097,32.903,54.14,1.000,bicubic,-43.683,-32.253,+70
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,52.327,47.673,66.210,33.790,63.95,0.950,bicubic,-43.793,-33.260,+29
xcit_small_24_p8_384.fb_dist_in1k,384,52.310,47.690,66.847,33.153,47.63,1.000,bicubic,-44.510,-32.833,-154
inception_next_base.sail_in1k,224,52.293,47.707,65.843,34.157,86.67,0.950,bicubic,-43.617,-33.597,+100
resnet18.fb_swsl_ig1b_ft_in1k,224,52.257,47.743,70.470,29.530,11.69,0.875,bilinear,-38.803,-27.730,+1015
xcit_medium_24_p16_224.fb_dist_in1k,224,52.223,47.777,66.883,33.117,84.40,1.000,bicubic,-44.037,-32.727,-9
convformer_b36.sail_in1k_384,384,52.207,47.793,66.350,33.650,99.88,1.000,bicubic,-44.663,-33.300,-175
deit_base_distilled_patch16_384.fb_in1k,384,52.203,47.797,67.717,32.283,87.63,1.000,bicubic,-44.307,-31.873,-85
hgnetv2_b2.ssld_stage1_in22k_in1k,288,52.200,47.800,68.813,31.187,11.22,1.000,bicubic,-43.360,-30.627,+207
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,52.197,47.803,67.093,32.907,32.59,1.000,bicubic,-44.483,-32.467,-130
convformer_m36.sail_in1k_384,384,52.167,47.833,65.930,34.070,57.05,1.000,bicubic,-44.603,-33.680,-151
xcit_small_24_p8_224.fb_dist_in1k,224,52.163,47.837,66.730,33.270,47.63,1.000,bicubic,-44.387,-32.830,-100
nextvit_large.bd_in1k_384,384,52.143,47.857,67.460,32.540,57.87,1.000,bicubic,-44.317,-32.150,-74
convnext_base.fb_in1k,224,52.143,47.857,67.113,32.887,88.59,1.000,bicubic,-43.807,-32.277,+83
convnext_tiny.in12k_ft_in1k,224,52.117,47.883,67.613,32.387,28.59,1.000,bicubic,-43.943,-31.937,+33
convnext_tiny.fb_in22k_ft_in1k_384,384,52.077,47.923,66.877,33.123,28.59,1.000,bicubic,-44.083,-32.443,+4
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,52.070,47.930,68.833,31.167,236.34,1.000,bicubic,-44.100,-30.697,0
resmlp_big_24_224.fb_in22k_ft_in1k,224,51.913,48.087,68.427,31.573,129.14,0.875,bicubic,-44.447,-31.143,-51
fastvit_ma36.apple_dist_in1k,256,51.887,48.113,67.027,32.973,44.07,0.950,bicubic,-44.423,-32.473,-37
convformer_s36.sail_in1k_384,384,51.880,48.120,66.113,33.887,40.01,1.000,bicubic,-44.820,-33.437,-146
xcit_small_24_p16_384.fb_dist_in1k,384,51.870,48.130,66.317,33.683,47.67,1.000,bicubic,-44.510,-33.263,-63
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,51.817,48.183,69.360,30.640,236.34,1.000,bilinear,-44.713,-30.180,-105
convnextv2_tiny.fcmae_ft_in22k_in1k,288,51.757,48.243,67.730,32.270,28.64,1.000,bicubic,-44.583,-31.820,-50
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,51.743,48.257,65.850,34.150,86.43,0.950,bicubic,-44.307,-33.410,+33
cait_s24_384.fb_dist_in1k,384,51.727,48.273,66.307,33.693,47.06,1.000,bicubic,-44.853,-33.243,-122
mobilenetv4_hybrid_large.e600_r384_in1k,384,51.700,48.300,66.170,33.830,37.76,1.000,bicubic,-44.100,-33.100,+117
caformer_m36.sail_in1k,224,51.673,48.327,64.480,35.520,56.20,1.000,bicubic,-44.727,-34.980,-76
caformer_s36.sail_in1k,224,51.657,48.343,64.873,35.127,39.30,1.000,bicubic,-44.433,-34.667,+11
regnety_2560.seer_ft_in1k,384,51.620,48.380,68.107,31.893,"1,282.60",1.000,bicubic,-44.930,-31.453,-116
rexnetr_300.sw_in12k_ft_in1k,288,51.593,48.407,67.817,32.183,34.81,1.000,bicubic,-44.567,-31.723,-11
ecaresnet269d.ra2_in1k,352,51.593,48.407,66.073,33.927,102.09,1.000,bicubic,-44.857,-33.467,-89
vit_base_patch16_224_miil.in21k_ft_in1k,224,51.577,48.423,65.260,34.740,86.54,0.875,bilinear,-44.473,-34.130,+24
convnext_tiny.fb_in22k_ft_in1k,224,51.573,48.427,66.947,33.053,28.59,1.000,bicubic,-44.027,-32.333,+169
regnetz_040_h.ra3_in1k,256,51.570,48.430,66.557,33.443,28.94,1.000,bicubic,-44.420,-32.833,+47
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,51.557,48.443,65.890,34.110,37.76,1.000,bicubic,-44.313,-33.550,+80
mvitv2_base.fb_in1k,224,51.550,48.450,65.633,34.367,51.47,0.900,bicubic,-44.470,-33.887,+37
tf_efficientnetv2_m.in1k,480,51.527,48.473,66.623,33.377,54.14,1.000,bicubic,-44.963,-32.917,-108
davit_small.msft_in1k,224,51.443,48.557,66.433,33.567,49.75,0.950,bicubic,-44.607,-32.967,+17
repvit_m2_3.dist_450e_in1k,224,51.433,48.567,66.833,33.167,23.69,0.950,bicubic,-44.567,-32.517,+38
coat_lite_medium_384.in1k,384,51.407,48.593,65.677,34.323,44.57,1.000,bicubic,-45.213,-33.773,-149
eca_nfnet_l2.ra3_in1k,320,51.373,48.627,66.477,33.523,56.72,1.000,bicubic,-44.757,-33.073,-16
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,51.353,48.647,65.713,34.287,38.74,0.950,bicubic,-44.547,-33.757,+65
hgnetv2_b2.ssld_stage2_ft_in1k,288,51.347,48.653,68.043,31.957,11.22,1.000,bicubic,-44.383,-31.167,+120
edgenext_base.in21k_ft_in1k,320,51.340,48.660,65.760,34.240,18.51,1.000,bicubic,-44.850,-33.710,-30
caformer_s18.sail_in1k_384,384,51.313,48.687,65.700,34.300,26.34,1.000,bicubic,-45.137,-33.860,-102
maxvit_small_tf_224.in1k,224,51.300,48.700,65.363,34.637,68.93,0.950,bicubic,-44.960,-34.037,-50
efficientnet_b4.ra2_in1k,320,51.287,48.713,66.463,33.537,19.34,1.000,bicubic,-43.903,-32.657,+277
maxvit_rmlp_small_rw_224.sw_in1k,224,51.277,48.723,65.020,34.980,64.90,0.900,bicubic,-44.693,-34.320,+39
davit_base.msft_in1k,224,51.273,48.727,65.200,34.800,87.95,0.950,bicubic,-44.967,-34.200,-45
convnext_tiny.in12k_ft_in1k,288,51.263,48.737,66.947,33.053,28.59,1.000,bicubic,-44.977,-32.333,-47
seresnextaa101d_32x8d.ah_in1k,224,51.163,48.837,65.100,34.900,93.59,1.000,bicubic,-44.807,-34.510,+35
xcit_small_12_p8_384.fb_dist_in1k,384,51.150,48.850,65.887,34.113,26.21,1.000,bicubic,-45.330,-33.503,-119
convformer_b36.sail_in1k,224,51.110,48.890,64.293,35.707,99.88,1.000,bicubic,-45.140,-35.247,-51
vit_base_patch16_384.orig_in21k_ft_in1k,384,51.050,48.950,65.380,34.620,86.86,1.000,bicubic,-45.120,-34.130,-38
convnext_base.fb_in1k,288,51.030,48.970,65.817,34.183,88.59,1.000,bicubic,-45.300,-33.733,-79
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,51.020,48.980,64.717,35.283,60.23,0.950,bicubic,-44.780,-34.633,+88
convformer_m36.sail_in1k,224,51.003,48.997,63.637,36.363,57.05,1.000,bicubic,-45.077,-35.743,-13
edgenext_base.usi_in1k,256,50.957,49.043,66.577,33.423,18.51,1.000,bicubic,-44.783,-32.833,+102
nextvit_large.bd_in1k,224,50.933,49.067,66.000,34.000,57.87,0.950,bicubic,-44.947,-33.410,+53
convformer_s36.sail_in1k,224,50.850,49.150,64.053,35.947,40.01,1.000,bicubic,-45.270,-35.247,-28
edgenext_base.in21k_ft_in1k,256,50.843,49.157,65.123,34.877,18.51,1.000,bicubic,-45.147,-34.267,+19
mobilenetv4_hybrid_large.e600_r384_in1k,448,50.837,49.163,65.657,34.343,37.76,1.000,bicubic,-45.063,-33.893,+44
volo_d2_384.sail_in1k,384,50.800,49.200,65.570,34.430,58.87,1.000,bicubic,-45.940,-34.050,-198
tf_efficientnet_b1.ns_jft_in1k,240,50.797,49.203,67.887,32.113,7.79,0.882,bicubic,-44.073,-31.153,+355
xcit_small_24_p16_224.fb_dist_in1k,224,50.743,49.257,65.047,34.953,47.67,1.000,bicubic,-45.057,-34.343,+77
flexivit_base.1200ep_in1k,240,50.737,49.263,65.127,34.873,86.59,0.950,bicubic,-45.403,-34.283,-42
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,50.710,49.290,65.410,34.590,37.76,1.000,bicubic,-45.390,-33.860,-31
tiny_vit_11m_224.dist_in22k_ft_in1k,224,50.693,49.307,66.897,33.103,11.00,0.950,bicubic,-45.027,-32.383,+104
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,50.687,49.313,65.217,34.783,22.52,0.950,bicubic,-45.143,-34.003,+63
convformer_s18.sail_in1k_384,384,50.663,49.337,65.630,34.370,26.77,1.000,bicubic,-45.587,-33.810,-71
repvit_m2_3.dist_300e_in1k,224,50.657,49.343,66.677,33.323,23.69,0.950,bicubic,-45.013,-32.553,+110
regnetz_040.ra3_in1k,256,50.637,49.363,65.223,34.777,27.12,1.000,bicubic,-45.103,-34.217,+89
resnetrs420.tf_in1k,320,50.607,49.393,64.880,35.120,191.89,1.000,bicubic,-45.503,-34.590,-39
dm_nfnet_f2.dm_in1k,256,50.600,49.400,65.027,34.973,193.78,0.920,bicubic,-45.430,-34.373,-7
efficientnetv2_rw_s.ra2_in1k,288,50.587,49.413,65.553,34.447,23.94,1.000,bicubic,-44.833,-33.507,+175
efficientvit_b3.r256_in1k,256,50.567,49.433,64.200,35.800,48.65,1.000,bicubic,-45.263,-35.050,+58
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,50.550,49.450,67.950,32.050,387.93,1.000,bilinear,-45.750,-31.640,-93
coatnet_rmlp_2_rw_224.sw_in1k,224,50.550,49.450,63.383,36.617,73.88,0.950,bicubic,-45.690,-36.267,-73
efficientnet_b4.ra2_in1k,384,50.533,49.467,65.803,34.197,19.34,1.000,bicubic,-44.987,-33.597,+144
convnext_small.fb_in1k,224,50.530,49.470,65.680,34.320,50.22,1.000,bicubic,-45.050,-33.690,+127
xcit_small_12_p8_224.fb_dist_in1k,224,50.463,49.537,65.507,34.493,26.21,1.000,bicubic,-45.497,-33.873,+10
regnetz_d32.ra3_in1k,256,50.440,49.560,66.807,33.193,27.58,0.950,bicubic,-44.950,-32.503,+178
xcit_small_12_p16_384.fb_dist_in1k,384,50.440,49.560,65.290,34.710,26.25,1.000,bicubic,-45.950,-34.240,-126
volo_d1_384.sail_in1k,384,50.430,49.570,64.817,35.183,26.78,1.000,bicubic,-46.060,-34.793,-154
efficientvit_b3.r288_in1k,288,50.403,49.597,64.030,35.970,48.65,1.000,bicubic,-45.697,-35.440,-48
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,50.380,49.620,64.967,35.033,60.40,0.950,bicubic,-45.190,-34.263,+128
flexivit_base.600ep_in1k,240,50.380,49.620,64.677,35.323,86.59,0.950,bicubic,-45.600,-34.783,-4
seresnet152d.ra2_in1k,256,50.353,49.647,65.113,34.887,66.84,1.000,bicubic,-45.647,-34.307,-12
resnetrs350.tf_in1k,288,50.337,49.663,64.560,35.440,163.96,1.000,bicubic,-45.873,-34.830,-78
fastvit_sa36.apple_dist_in1k,256,50.327,49.673,65.720,34.280,31.53,0.900,bicubic,-45.623,-33.650,+5
regnetz_040_h.ra3_in1k,320,50.317,49.683,65.613,34.387,28.94,1.000,bicubic,-46.033,-33.887,-122
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,50.313,49.687,66.147,33.853,194.03,0.875,bilinear,-45.097,-33.133,+161
inception_next_small.sail_in1k,224,50.293,49.707,65.130,34.870,49.37,0.875,bicubic,-45.397,-34.250,+83
cait_s24_224.fb_dist_in1k,224,50.250,49.750,65.003,34.997,46.92,1.000,bicubic,-45.400,-34.377,+97
seresnext101d_32x8d.ah_in1k,224,50.247,49.753,63.480,36.520,93.59,1.000,bicubic,-45.623,-35.800,+21
pit_b_distilled_224.in1k,224,50.233,49.767,64.983,35.017,74.79,0.900,bicubic,-45.627,-34.207,+26
eca_nfnet_l2.ra3_in1k,384,50.217,49.783,65.463,34.537,56.72,1.000,bicubic,-46.243,-34.077,-160
resnet200d.ra2_in1k,256,50.187,49.813,65.053,34.947,64.69,1.000,bicubic,-45.593,-34.217,+50
vit_small_patch16_384.augreg_in21k_ft_in1k,384,50.180,49.820,65.860,34.140,22.20,1.000,bicubic,-45.840,-33.640,-32
pvt_v2_b5.in1k,224,50.180,49.820,65.063,34.937,81.96,0.900,bicubic,-45.770,-34.327,-6
mvitv2_small.fb_in1k,224,50.163,49.837,64.893,35.107,34.87,0.900,bicubic,-45.727,-34.527,+8
tf_efficientnet_b3.ap_in1k,300,50.137,49.863,65.300,34.700,12.23,0.904,bicubic,-44.863,-33.790,+279
resnest269e.in1k,416,50.133,49.867,64.663,35.337,110.93,0.928,bicubic,-45.987,-34.717,-75
tresnet_v2_l.miil_in21k_ft_in1k,224,50.120,49.880,65.177,34.823,46.17,0.875,bilinear,-45.720,-33.993,+24
mobilenetv4_conv_large.e600_r384_in1k,384,50.103,49.897,65.443,34.557,32.59,1.000,bicubic,-45.297,-33.887,+150
deit3_medium_patch16_224.fb_in1k,224,50.090,49.910,64.693,35.307,38.85,0.900,bicubic,-45.290,-34.537,+161
deit_base_distilled_patch16_224.fb_in1k,224,50.067,49.933,66.250,33.750,87.34,0.900,bicubic,-45.713,-33.070,+43
resnetaa101d.sw_in12k_ft_in1k,224,50.057,49.943,64.793,35.207,44.57,1.000,bicubic,-45.803,-34.657,+13
pvt_v2_b4.in1k,224,50.050,49.950,65.097,34.903,62.56,0.900,bicubic,-45.880,-34.253,-11
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,50.047,49.953,64.617,35.383,60.40,0.950,bicubic,-45.623,-34.663,+73
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,50.023,49.977,64.920,35.080,38.88,0.950,bicubic,-45.767,-34.660,+35
flexivit_base.300ep_in1k,240,50.007,49.993,64.110,35.890,86.59,0.950,bicubic,-45.963,-35.270,-27
coat_lite_medium.in1k,224,49.977,50.023,64.800,35.200,44.57,0.900,bicubic,-46.023,-34.600,-35
nextvit_base.bd_in1k_384,384,49.967,50.033,65.603,34.397,44.82,1.000,bicubic,-46.383,-33.807,-146
efficientformer_l7.snap_dist_in1k,224,49.850,50.150,66.030,33.970,82.23,0.950,bicubic,-45.770,-33.420,+80
resnest200e.in1k,320,49.813,50.187,64.787,35.213,70.20,0.909,bicubic,-46.287,-34.623,-81
resnet152d.ra2_in1k,256,49.783,50.217,65.087,34.913,60.21,1.000,bicubic,-45.597,-34.093,+147
volo_d2_224.sail_in1k,224,49.777,50.223,64.563,35.437,58.68,0.960,bicubic,-46.653,-35.197,-171
seresnextaa101d_32x8d.ah_in1k,288,49.753,50.247,64.487,35.513,93.59,1.000,bicubic,-46.657,-35.033,-170
xception65.ra3_in1k,299,49.750,50.250,63.470,36.530,39.92,0.940,bicubic,-45.930,-35.980,+60
mobilenetv4_conv_large.e600_r384_in1k,448,49.747,50.253,64.667,35.333,32.59,1.000,bicubic,-45.933,-34.693,+57
mobilenetv4_conv_aa_large.e600_r384_in1k,384,49.710,50.290,64.533,35.467,32.59,1.000,bicubic,-45.890,-34.727,+82
regnetz_d8.ra3_in1k,256,49.680,50.320,65.823,34.177,23.37,1.000,bicubic,-45.930,-33.457,+76
swinv2_base_window16_256.ms_in1k,256,49.597,50.403,63.717,36.283,87.92,0.900,bicubic,-46.573,-35.683,-106
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,49.567,50.433,65.567,34.433,15.62,1.000,bicubic,-46.213,-33.713,+24
nextvit_base.bd_in1k,224,49.563,50.437,64.970,35.030,44.82,0.950,bicubic,-46.127,-34.270,+49
maxvit_rmlp_tiny_rw_256.sw_in1k,256,49.557,50.443,63.733,36.267,29.15,0.950,bicubic,-46.493,-35.677,-73
efficientformerv2_l.snap_dist_in1k,224,49.553,50.447,65.070,34.930,26.32,0.950,bicubic,-46.187,-34.300,+34
pvt_v2_b3.in1k,224,49.547,50.453,64.840,35.160,45.24,0.900,bicubic,-45.943,-34.490,+99
fastvit_ma36.apple_in1k,256,49.523,50.477,63.457,36.543,44.07,0.950,bicubic,-46.487,-35.903,-56
cait_xs24_384.fb_dist_in1k,384,49.503,50.497,64.837,35.163,26.67,1.000,bicubic,-46.527,-34.713,-66
tf_efficientnet_b5.ra_in1k,456,49.487,50.513,65.603,34.397,30.39,0.934,bicubic,-46.493,-33.817,-50
resnet200d.ra2_in1k,320,49.427,50.573,64.303,35.697,64.69,1.000,bicubic,-46.693,-35.157,-103
xcit_small_12_p16_224.fb_dist_in1k,224,49.410,50.590,63.903,36.097,26.25,1.000,bicubic,-46.360,-35.457,+20
hiera_small_224.mae_in1k_ft_in1k,224,49.377,50.623,64.433,35.567,35.01,0.900,bicubic,-46.443,-34.897,+4
resnest101e.in1k,256,49.373,50.627,65.513,34.487,48.28,0.875,bilinear,-46.237,-33.867,+64
vit_base_patch32_224.augreg_in21k_ft_in1k,224,49.370,50.630,64.453,35.547,88.22,0.900,bicubic,-45.030,-34.467,+407
rdnet_tiny.nv_in1k,224,49.357,50.643,63.543,36.457,23.86,0.900,bicubic,-45.953,-35.707,+147
dm_nfnet_f2.dm_in1k,352,49.303,50.697,63.923,36.077,193.78,0.920,bicubic,-47.217,-35.547,-220
resnet152d.ra2_in1k,320,49.283,50.717,64.430,35.570,60.21,1.000,bicubic,-46.577,-35.010,-20
tiny_vit_21m_224.in1k,224,49.247,50.753,64.283,35.717,21.20,0.950,bicubic,-46.443,-34.987,+36
seresnet152d.ra2_in1k,320,49.210,50.790,64.263,35.737,66.84,1.000,bicubic,-47.110,-35.247,-163
dm_nfnet_f1.dm_in1k,224,49.183,50.817,63.513,36.487,132.63,0.910,bicubic,-46.427,-35.727,+55
regnetz_040.ra3_in1k,320,49.177,50.823,64.040,35.960,27.12,1.000,bicubic,-47.023,-35.460,-132
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,49.170,50.830,65.447,34.553,236.34,0.875,bicubic,-46.580,-34.033,+14
xcit_large_24_p8_224.fb_in1k,224,49.157,50.843,62.720,37.280,188.93,1.000,bicubic,-46.933,-36.790,-105
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,49.153,50.847,65.493,34.507,88.79,0.875,bilinear,-46.187,-33.837,+127
resnetrs270.tf_in1k,256,49.140,50.860,63.823,36.177,129.86,1.000,bicubic,-46.710,-35.577,-25
seresnext101_32x8d.ah_in1k,224,49.083,50.917,62.233,37.767,93.57,1.000,bicubic,-46.587,-37.157,+36
convnext_small.fb_in1k,288,49.043,50.957,64.770,35.230,50.22,1.000,bicubic,-46.947,-34.660,-71
repvgg_b3.rvgg_in1k,224,49.020,50.980,64.893,35.107,123.09,0.875,bilinear,-45.590,-34.027,+336
gcvit_base.in1k,224,49.000,51.000,63.960,36.040,90.32,0.875,bicubic,-47.060,-35.530,-101
resmlp_big_24_224.fb_distilled_in1k,224,48.997,51.003,65.427,34.573,129.14,0.875,bicubic,-46.863,-34.003,-35
resnetaa101d.sw_in12k_ft_in1k,288,48.997,51.003,64.133,35.867,44.57,1.000,bicubic,-47.403,-35.367,-202
maxxvit_rmlp_small_rw_256.sw_in1k,256,48.997,51.003,63.100,36.900,66.01,0.950,bicubic,-47.233,-36.390,-146
volo_d1_224.sail_in1k,224,48.980,51.020,63.173,36.827,26.63,0.960,bicubic,-47.050,-36.317,-90
resnext101_64x4d.tv_in1k,224,48.970,51.030,63.533,36.467,83.46,0.875,bilinear,-46.870,-35.767,-31
efficientvit_b3.r224_in1k,224,48.963,51.037,62.997,37.003,48.65,0.950,bicubic,-46.587,-36.333,+60
ecaresnet101d.miil_in1k,224,48.953,51.047,64.520,35.480,44.57,0.950,bicubic,-46.217,-34.610,+168
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,48.940,51.060,64.040,35.960,38.88,0.950,bicubic,-46.970,-35.320,-57
mobilenetv4_conv_aa_large.e600_r384_in1k,480,48.880,51.120,63.520,36.480,32.59,1.000,bicubic,-47.150,-35.820,-100
resnetrs420.tf_in1k,416,48.817,51.183,63.480,36.520,191.89,1.000,bicubic,-47.633,-36.190,-218
maxvit_tiny_tf_224.in1k,224,48.803,51.197,62.953,37.047,30.92,0.950,bicubic,-47.027,-36.467,-30
hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.747,51.253,65.957,34.043,6.34,1.000,bicubic,-44.783,-32.843,+598
caformer_s18.sail_in1k,224,48.740,51.260,62.937,37.063,26.34,1.000,bicubic,-46.960,-36.403,+9
convnextv2_tiny.fcmae_ft_in1k,224,48.733,51.267,63.800,36.200,28.64,1.000,bicubic,-46.647,-35.560,+100
convformer_s18.sail_in1k,224,48.730,51.270,62.960,37.040,26.77,1.000,bicubic,-46.600,-36.420,+110
efficientnetv2_rw_s.ra2_in1k,384,48.690,51.310,63.850,36.150,23.94,1.000,bicubic,-47.080,-35.450,-16
resnext101_32x8d.tv2_in1k,176,48.670,51.330,63.177,36.823,88.79,0.965,bilinear,-46.180,-36.233,+259
regnetz_d8_evos.ch_in1k,256,48.663,51.337,64.573,35.427,23.46,1.000,bicubic,-47.167,-34.837,-40
deit3_small_patch16_384.fb_in1k,384,48.643,51.357,62.717,37.283,22.21,1.000,bicubic,-47.027,-36.573,+11
regnetz_d32.ra3_in1k,320,48.620,51.380,65.207,34.793,27.58,0.950,bicubic,-47.250,-33.883,-58
efficientnet_b3.ra2_in1k,320,48.590,51.410,64.343,35.657,12.23,1.000,bicubic,-46.570,-34.867,+159
edgenext_base.usi_in1k,320,48.580,51.420,64.407,35.593,18.51,1.000,bicubic,-47.210,-34.873,-29
swinv2_small_window16_256.ms_in1k,256,48.550,51.450,62.653,37.347,49.73,0.900,bicubic,-47.510,-36.737,-123
seresnext101d_32x8d.ah_in1k,288,48.517,51.483,62.977,37.023,93.59,1.000,bicubic,-47.863,-36.523,-216
rexnetr_200.sw_in12k_ft_in1k,224,48.433,51.567,65.320,34.680,16.52,1.000,bicubic,-46.827,-34.060,+118
efficientnet_b3.ra2_in1k,288,48.433,51.567,64.307,35.693,12.23,1.000,bicubic,-46.307,-34.793,+271
focalnet_base_lrf.ms_in1k,224,48.433,51.567,62.997,37.003,88.75,0.900,bicubic,-47.407,-36.293,-49
convnextv2_nano.fcmae_ft_in22k_in1k,224,48.413,51.587,64.597,35.403,15.62,1.000,bicubic,-46.717,-34.593,+165
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,48.407,51.593,63.930,36.070,36.43,0.900,bicubic,-46.733,-35.290,+156
vit_large_patch32_384.orig_in21k_ft_in1k,384,48.363,51.637,61.900,38.100,306.63,1.000,bicubic,-46.887,-37.190,+119
focalnet_base_srf.ms_in1k,224,48.323,51.677,63.020,36.980,88.15,0.900,bicubic,-47.567,-36.340,-73
swinv2_base_window8_256.ms_in1k,256,48.293,51.707,63.410,36.590,87.92,0.900,bicubic,-47.757,-35.940,-131
repvgg_b3g4.rvgg_in1k,224,48.253,51.747,64.823,35.177,83.83,0.875,bilinear,-46.247,-34.197,+335
eca_nfnet_l1.ra2_in1k,256,48.250,51.750,63.570,36.430,41.41,1.000,bicubic,-47.410,-35.670,+2
convit_base.fb_in1k,224,48.217,51.783,63.003,36.997,86.54,0.875,bicubic,-46.903,-36.137,+161
regnety_160.deit_in1k,224,48.210,51.790,63.670,36.330,83.59,1.000,bicubic,-47.270,-35.610,+42
fastvit_sa36.apple_in1k,256,48.200,51.800,62.753,37.247,31.53,0.900,bicubic,-47.420,-36.467,+7
swin_s3_base_224.ms_in1k,224,48.163,51.837,62.290,37.710,71.13,0.900,bicubic,-47.907,-37.060,-144
resnext101_32x8d.tv2_in1k,224,48.137,51.863,62.700,37.300,88.79,0.965,bilinear,-47.173,-36.650,+91
nextvit_small.bd_in1k_384,384,48.130,51.870,64.130,35.870,31.76,1.000,bicubic,-48.000,-35.250,-166
sequencer2d_l.in1k,224,48.107,51.893,62.357,37.643,54.30,0.875,bicubic,-47.763,-37.113,-80
gcvit_small.in1k,224,48.103,51.897,62.777,37.223,51.09,0.875,bicubic,-47.817,-36.493,-94
tf_efficientnetv2_b3.in21k_ft_in1k,300,48.050,51.950,64.827,35.173,14.36,0.900,bicubic,-47.550,-34.583,+8
regnetz_d8.ra3_in1k,320,48.020,51.980,64.320,35.680,23.37,1.000,bicubic,-48.000,-35.240,-126
focalnet_small_lrf.ms_in1k,224,48.017,51.983,63.093,36.907,50.34,0.900,bicubic,-47.713,-36.287,-30
convnext_tiny.fb_in1k,224,47.993,52.007,64.187,35.813,28.59,1.000,bicubic,-46.857,-34.973,+229
resnetrs350.tf_in1k,384,47.987,52.013,62.617,37.383,163.96,1.000,bicubic,-48.283,-36.883,-205
fastvit_sa24.apple_dist_in1k,256,47.980,52.020,62.843,37.157,21.55,0.900,bicubic,-47.600,-36.417,+9
repvit_m1_5.dist_450e_in1k,224,47.973,52.027,63.670,36.330,14.64,0.950,bicubic,-47.347,-35.590,+79
regnetv_064.ra3_in1k,224,47.963,52.037,63.517,36.483,30.58,1.000,bicubic,-47.427,-35.963,+60
twins_svt_large.in1k,224,47.917,52.083,62.790,37.210,99.27,0.900,bicubic,-47.803,-36.510,-33
resnetrs200.tf_in1k,256,47.897,52.103,62.093,37.907,93.21,1.000,bicubic,-47.923,-37.097,-68
vit_relpos_base_patch16_224.sw_in1k,224,47.893,52.107,62.847,37.153,86.43,0.900,bicubic,-47.287,-36.433,+121
mixer_b16_224.miil_in21k_ft_in1k,224,47.853,52.147,63.387,36.613,59.88,0.875,bilinear,-47.047,-35.693,+202
mobilenetv4_conv_large.e500_r256_in1k,256,47.853,52.147,62.827,37.173,32.59,1.000,bicubic,-46.637,-36.193,+314
tf_efficientnet_b5.aa_in1k,456,47.837,52.163,63.960,36.040,30.39,0.934,bicubic,-48.053,-35.400,-97
repvgg_b2g4.rvgg_in1k,224,47.783,52.217,64.420,35.580,61.76,0.875,bilinear,-46.067,-34.610,+468
repvit_m1_5.dist_300e_in1k,224,47.783,52.217,63.713,36.287,14.64,0.950,bicubic,-47.357,-35.607,+126
regnety_1280.seer_ft_in1k,384,47.763,52.237,64.130,35.870,644.81,1.000,bicubic,-48.567,-35.270,-234
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,47.757,52.243,65.663,34.337,217.32,1.000,bilinear,-48.533,-33.977,-225
vit_little_patch16_reg4_gap_256.sbb_in1k,256,47.743,52.257,62.407,37.593,22.52,0.950,bicubic,-47.577,-36.883,+66
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,47.733,52.267,62.400,37.600,86.43,0.900,bicubic,-47.527,-36.900,+84
resnet101d.ra2_in1k,256,47.723,52.277,62.923,37.077,44.57,1.000,bicubic,-47.767,-36.367,+14
tf_efficientnetv2_b3.in21k_ft_in1k,240,47.713,52.287,64.133,35.867,14.36,0.900,bicubic,-47.157,-35.117,+205
repvgg_d2se.rvgg_in1k,320,47.713,52.287,62.810,37.190,133.33,1.000,bilinear,-48.207,-36.650,-118
mvitv2_tiny.fb_in1k,224,47.703,52.297,62.697,37.303,24.17,0.900,bicubic,-47.697,-36.613,+39
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,47.657,52.343,63.247,36.753,11.07,1.000,bicubic,-47.883,-36.063,0
vit_relpos_medium_patch16_cls_224.sw_in1k,224,47.637,52.363,61.797,38.203,38.76,0.900,bicubic,-47.643,-37.323,+72
eca_nfnet_l1.ra2_in1k,320,47.617,52.383,62.643,37.357,41.41,1.000,bicubic,-48.323,-36.837,-124
ecaresnet101d.miil_in1k,288,47.593,52.407,63.530,36.470,44.57,0.950,bicubic,-48.037,-35.830,-29
seresnext101_32x8d.ah_in1k,288,47.577,52.423,61.370,38.630,93.57,1.000,bicubic,-48.553,-37.990,-196
regnetz_d8_evos.ch_in1k,320,47.563,52.437,63.770,36.230,23.46,1.000,bicubic,-48.657,-35.720,-214
pit_s_distilled_224.in1k,224,47.547,52.453,63.170,36.830,24.04,0.900,bicubic,-47.143,-35.900,+239
focalnet_small_srf.ms_in1k,224,47.517,52.483,62.327,37.673,49.89,0.900,bicubic,-48.113,-37.043,-32
resnest50d_4s2x40d.in1k,224,47.497,52.503,63.857,36.143,30.42,0.875,bicubic,-47.213,-35.253,+230
efficientnet_b3_pruned.in1k,300,47.460,52.540,62.857,37.143,9.86,0.904,bicubic,-47.170,-36.173,+253
davit_tiny.msft_in1k,224,47.430,52.570,63.257,36.743,28.36,0.950,bicubic,-47.680,-35.863,+121
dm_nfnet_f1.dm_in1k,320,47.430,52.570,62.127,37.873,132.63,0.910,bicubic,-48.900,-37.283,-254
vit_base_patch16_224.orig_in21k_ft_in1k,224,47.410,52.590,61.707,38.293,86.57,0.900,bicubic,-47.810,-37.613,+82
coatnet_rmlp_1_rw_224.sw_in1k,224,47.410,52.590,61.367,38.633,41.69,0.950,bicubic,-48.100,-37.893,-7
xcit_small_24_p8_224.fb_in1k,224,47.357,52.643,61.113,38.887,47.63,1.000,bicubic,-48.613,-38.237,-145
crossvit_18_dagger_408.in1k,408,47.347,52.653,60.887,39.113,44.61,1.000,bicubic,-48.793,-38.583,-211
mobilenetv4_conv_large.e500_r256_in1k,320,47.333,52.667,62.390,37.610,32.59,1.000,bicubic,-47.807,-36.830,+99
hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.327,52.673,64.477,35.523,6.34,1.000,bicubic,-46.793,-34.433,+391
convnext_tiny_hnf.a2h_in1k,224,47.320,52.680,61.607,38.393,28.59,1.000,bicubic,-47.670,-37.433,+146
poolformerv2_m48.sail_in1k,224,47.297,52.703,63.887,36.113,73.35,1.000,bicubic,-47.903,-35.263,+84
tresnet_m.miil_in21k_ft_in1k,224,47.297,52.703,62.047,37.953,31.39,0.875,bilinear,-48.123,-37.143,+13
regnety_080.ra3_in1k,224,47.290,52.710,62.317,37.683,39.18,1.000,bicubic,-48.060,-36.963,+32
convnext_nano.in12k_ft_in1k,224,47.260,52.740,63.987,36.013,15.59,1.000,bicubic,-47.720,-35.243,+146
wide_resnet101_2.tv2_in1k,224,47.247,52.753,61.983,38.017,126.89,0.965,bilinear,-48.003,-37.277,+62
efficientformer_l3.snap_dist_in1k,224,47.240,52.760,63.457,36.543,31.41,0.950,bicubic,-47.980,-35.783,+70
repvit_m3.dist_in1k,224,47.203,52.797,63.497,36.503,10.68,0.950,bicubic,-47.527,-35.743,+207
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.183,52.817,63.400,36.600,44.18,0.875,bilinear,-47.977,-35.850,+84
efficientvit_b2.r256_in1k,256,47.183,52.817,61.670,38.330,24.33,1.000,bicubic,-48.107,-37.440,+45
tf_efficientnet_b6.aa_in1k,528,47.160,52.840,63.040,36.960,43.04,0.942,bicubic,-49.130,-36.490,-259
regnetz_c16.ra3_in1k,256,47.133,52.867,63.827,36.173,13.46,1.000,bicubic,-47.997,-35.273,+96
hgnetv2_b1.ssld_stage2_ft_in1k,224,47.127,52.873,64.390,35.610,6.34,1.000,bicubic,-46.503,-34.470,+489
resnetrs270.tf_in1k,352,47.127,52.873,62.060,37.940,129.86,1.000,bicubic,-48.933,-37.280,-200
regnety_320.tv2_in1k,224,47.087,52.913,62.073,37.927,145.05,0.965,bicubic,-48.503,-37.327,-45
efficientvit_b2.r288_in1k,288,47.083,52.917,61.560,38.440,24.33,1.000,bicubic,-48.527,-37.820,-51
xcit_small_12_p8_224.fb_in1k,224,47.080,52.920,60.660,39.340,26.21,1.000,bicubic,-48.370,-38.680,-12
inception_next_tiny.sail_in1k,224,47.037,52.963,62.957,37.043,28.06,0.875,bicubic,-48.083,-36.163,+93
tf_efficientnet_b4.aa_in1k,380,47.037,52.963,62.833,37.167,19.34,0.922,bicubic,-48.543,-36.387,-47
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,47.020,52.980,62.560,37.440,11.07,1.000,bicubic,-48.080,-36.530,+98
vit_base_patch16_rpn_224.sw_in1k,224,47.020,52.980,62.420,37.580,86.54,0.900,bicubic,-47.810,-36.670,+174
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.017,52.983,63.000,37.000,11.07,1.000,bicubic,-48.703,-36.370,-89
resnet152.a1h_in1k,224,47.013,52.987,60.890,39.110,60.19,1.000,bicubic,-48.407,-38.270,-10
swin_base_patch4_window12_384.ms_in1k,384,46.997,53.003,61.867,38.133,87.90,1.000,bicubic,-49.393,-37.553,-303
swinv2_small_window8_256.ms_in1k,256,46.990,53.010,62.160,37.840,49.73,0.900,bicubic,-48.780,-37.220,-108
convnextv2_tiny.fcmae_ft_in1k,288,46.953,53.047,62.473,37.527,28.64,1.000,bicubic,-48.867,-36.837,-125
rexnetr_200.sw_in12k_ft_in1k,288,46.943,53.057,63.820,36.180,16.52,1.000,bicubic,-48.397,-35.600,+10
resnet101d.ra2_in1k,320,46.930,53.070,62.447,37.553,44.57,1.000,bicubic,-48.820,-36.983,-108
regnety_032.ra_in1k,224,46.930,53.070,62.270,37.730,19.44,1.000,bicubic,-48.000,-36.870,+135
coat_small.in1k,224,46.930,53.070,61.367,38.633,21.69,0.900,bicubic,-48.280,-37.863,+55
xception65p.ra3_in1k,299,46.890,53.110,61.070,38.930,39.82,0.940,bicubic,-48.780,-38.330,-84
xcit_large_24_p16_224.fb_in1k,224,46.890,53.110,60.760,39.240,189.10,1.000,bicubic,-48.060,-38.440,+128
nextvit_small.bd_in1k,224,46.847,53.153,62.803,37.197,31.76,0.950,bicubic,-48.383,-36.417,+40
maxvit_tiny_rw_224.sw_in1k,224,46.847,53.153,60.767,39.233,29.06,0.950,bicubic,-48.883,-38.523,-101
pvt_v2_b2_li.in1k,224,46.803,53.197,62.390,37.610,22.55,0.900,bicubic,-48.437,-36.640,+35
gc_efficientnetv2_rw_t.agc_in1k,224,46.787,53.213,61.320,38.680,13.68,1.000,bicubic,-47.753,-37.740,+238
resnet152.tv2_in1k,224,46.777,53.223,61.003,38.997,60.19,0.965,bilinear,-48.303,-38.067,+89
efficientformerv2_s2.snap_dist_in1k,224,46.767,53.233,61.837,38.163,12.71,0.950,bicubic,-48.343,-37.293,+78
seresnext101_64x4d.gluon_in1k,224,46.677,53.323,61.363,38.637,88.23,0.875,bicubic,-47.983,-37.747,+202
fastvit_sa24.apple_in1k,256,46.657,53.343,61.637,38.363,21.55,0.900,bicubic,-48.653,-37.673,+7
regnety_640.seer_ft_in1k,384,46.607,53.393,63.093,36.907,281.38,1.000,bicubic,-49.423,-36.377,-215
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.577,53.423,63.923,36.077,28.29,0.900,bicubic,-48.263,-35.307,+151
fbnetv3_g.ra2_in1k,240,46.577,53.423,62.607,37.393,16.62,0.950,bilinear,-48.023,-36.493,+210
twins_pcpvt_large.in1k,224,46.543,53.457,62.193,37.807,60.99,0.900,bicubic,-49.207,-37.247,-123
convnext_tiny.fb_in1k,288,46.530,53.470,63.247,36.753,28.59,1.000,bicubic,-48.680,-36.013,+37
regnetv_064.ra3_in1k,288,46.520,53.480,62.297,37.703,30.58,1.000,bicubic,-49.280,-37.123,-142
resnet152.a1h_in1k,288,46.520,53.480,60.517,39.483,60.19,1.000,bicubic,-49.260,-38.783,-136
swin_base_patch4_window7_224.ms_in1k,224,46.507,53.493,61.470,38.530,87.77,0.900,bicubic,-49.393,-37.870,-176
nfnet_l0.ra2_in1k,224,46.503,53.497,63.047,36.953,35.07,1.000,bicubic,-48.477,-36.183,+100
convnextv2_nano.fcmae_ft_in22k_in1k,288,46.473,53.527,62.870,37.130,15.62,1.000,bicubic,-48.917,-36.470,-23
efficientnetv2_rw_t.ra2_in1k,224,46.437,53.563,61.437,38.563,13.65,1.000,bicubic,-48.223,-37.543,+189
xcit_medium_24_p8_224.fb_in1k,224,46.423,53.577,59.593,40.407,84.32,1.000,bicubic,-49.447,-39.637,-171
coatnet_1_rw_224.sw_in1k,224,46.417,53.583,60.103,39.897,41.72,0.950,bicubic,-49.203,-39.217,-92
gcvit_tiny.in1k,224,46.407,53.593,61.660,38.340,28.22,0.875,bicubic,-49.293,-37.630,-117
fbnetv3_g.ra2_in1k,288,46.397,53.603,62.460,37.540,16.62,0.950,bilinear,-48.733,-36.740,+51
cs3se_edgenet_x.c2ns_in1k,256,46.397,53.603,61.440,38.560,50.72,1.000,bicubic,-49.103,-37.800,-65
resnet51q.ra2_in1k,256,46.393,53.607,61.360,38.640,35.70,1.000,bilinear,-48.547,-37.840,+104
swin_s3_small_224.ms_in1k,224,46.383,53.617,60.840,39.160,49.74,0.900,bicubic,-49.467,-38.350,-169
crossvit_15_dagger_408.in1k,408,46.383,53.617,60.533,39.467,28.50,1.000,bicubic,-49.457,-38.787,-168
resnetrs200.tf_in1k,320,46.373,53.627,60.960,39.040,93.21,1.000,bicubic,-49.937,-38.530,-316
tresnet_xl.miil_in1k,224,46.303,53.697,61.883,38.117,78.44,0.875,bilinear,-48.777,-37.297,+64
sequencer2d_m.in1k,224,46.297,53.703,60.920,39.080,38.31,0.875,bicubic,-49.283,-38.390,-88
xcit_tiny_24_p8_224.fb_dist_in1k,224,46.280,53.720,60.613,39.387,12.11,1.000,bicubic,-49.200,-38.657,-68
xcit_tiny_24_p8_384.fb_dist_in1k,384,46.247,53.753,60.640,39.360,12.11,1.000,bicubic,-50.003,-38.640,-299
rexnet_300.nav_in1k,224,46.243,53.757,62.443,37.557,34.71,0.875,bicubic,-49.297,-36.997,-81
resnetrs152.tf_in1k,256,46.213,53.787,60.767,39.233,86.62,1.000,bicubic,-49.167,-38.423,-37
dm_nfnet_f0.dm_in1k,192,46.210,53.790,61.467,38.533,71.49,0.900,bicubic,-48.480,-37.633,+163
resnest50d_1s4x24d.in1k,224,46.203,53.797,62.513,37.487,25.68,0.875,bicubic,-48.177,-36.547,+247
repvit_m1_1.dist_450e_in1k,224,46.187,53.813,63.347,36.653,8.80,0.950,bicubic,-48.363,-35.633,+203
gernet_m.idstcv_in1k,224,46.167,53.833,62.687,37.313,21.14,0.875,bilinear,-48.393,-36.483,+201
deit_small_distilled_patch16_224.fb_in1k,224,46.153,53.847,62.453,37.547,22.44,0.900,bicubic,-48.437,-36.637,+184
hgnetv2_b0.ssld_stage1_in22k_in1k,224,46.137,53.863,63.470,36.530,6.00,1.000,bicubic,-46.483,-34.940,+595
regnety_160.deit_in1k,288,46.127,53.873,61.787,38.213,83.59,1.000,bicubic,-49.773,-37.513,-204
crossvit_base_240.in1k,240,46.087,53.913,60.227,39.773,105.03,0.875,bicubic,-48.943,-38.923,+63
tf_efficientnet_b0.ns_jft_in1k,224,46.067,53.933,63.280,36.720,5.29,0.875,bicubic,-47.713,-35.260,+384
convnextv2_nano.fcmae_ft_in1k,224,46.057,53.943,62.030,37.970,15.62,1.000,bicubic,-48.663,-37.140,+142
resnext101_64x4d.c1_in1k,224,46.053,53.947,59.503,40.497,83.46,1.000,bicubic,-49.207,-39.697,-14
poolformerv2_m36.sail_in1k,224,46.050,53.950,62.200,37.800,56.08,1.000,bicubic,-48.990,-36.950,+56
mobilenetv4_hybrid_medium.e500_r224_in1k,224,46.050,53.950,61.737,38.263,11.07,1.000,bicubic,-48.230,-37.163,+270
poolformerv2_s36.sail_in1k,224,46.030,53.970,62.300,37.700,30.79,1.000,bicubic,-48.700,-36.770,+134
vit_small_patch16_224.augreg_in21k_ft_in1k,224,46.027,53.973,61.850,38.150,22.05,0.900,bicubic,-48.883,-37.430,+86
resnet51q.ra2_in1k,288,46.027,53.973,60.923,39.077,35.70,1.000,bilinear,-49.183,-38.367,+3
swinv2_cr_small_ns_224.sw_in1k,224,46.027,53.973,60.603,39.397,49.70,0.900,bicubic,-49.693,-38.837,-148
crossvit_18_240.in1k,240,45.967,54.033,60.370,39.630,43.27,0.875,bicubic,-49.093,-38.740,+49
nest_base_jx.goog_in1k,224,45.967,54.033,60.100,39.900,67.72,0.875,bicubic,-49.563,-39.240,-100
deit3_small_patch16_224.fb_in1k,224,45.967,54.033,58.960,41.040,22.06,0.900,bicubic,-48.733,-40.110,+142
vit_relpos_medium_patch16_224.sw_in1k,224,45.943,54.057,61.093,38.907,38.75,0.900,bicubic,-49.257,-38.137,-1
regnety_080.ra3_in1k,288,45.933,54.067,60.840,39.160,39.18,1.000,bicubic,-49.927,-38.530,-206
regnetz_c16.ra3_in1k,320,45.930,54.070,62.750,37.250,13.46,1.000,bicubic,-49.460,-36.590,-65
hgnetv2_b0.ssld_stage2_ft_in1k,224,45.923,54.077,63.313,36.687,6.00,1.000,bicubic,-46.827,-35.427,+563
mobilenetv4_hybrid_medium.e500_r224_in1k,256,45.907,54.093,61.577,38.423,11.07,1.000,bicubic,-48.953,-37.623,+95
twins_pcpvt_base.in1k,224,45.903,54.097,61.387,38.613,43.83,0.900,bicubic,-49.567,-37.963,-93
resnest50d.in1k,224,45.890,54.110,62.677,37.323,27.48,0.875,bilinear,-48.740,-36.463,+153
twins_svt_base.in1k,224,45.880,54.120,60.913,39.087,56.07,0.900,bicubic,-49.690,-38.377,-115
regnety_032.ra_in1k,288,45.873,54.127,61.527,38.473,19.44,1.000,bicubic,-49.597,-37.803,-94
regnetz_c16_evos.ch_in1k,256,45.867,54.133,62.960,37.040,13.49,0.950,bicubic,-49.493,-36.340,-61
convnext_nano.in12k_ft_in1k,288,45.867,54.133,62.610,37.390,15.59,1.000,bicubic,-49.523,-36.720,-75
crossvit_18_dagger_240.in1k,240,45.850,54.150,59.920,40.080,44.27,0.875,bicubic,-49.340,-39.400,-9
convnext_tiny_hnf.a2h_in1k,288,45.840,54.160,60.143,39.857,28.59,1.000,bicubic,-49.430,-39.147,-40
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,45.823,54.177,61.583,38.417,11.07,1.000,bicubic,-49.487,-37.847,-55
levit_384.fb_dist_in1k,224,45.780,54.220,61.720,38.280,39.13,0.900,bicubic,-49.440,-37.450,-21
levit_conv_384.fb_dist_in1k,224,45.777,54.223,61.717,38.283,39.13,0.900,bicubic,-49.443,-37.463,-21
hiera_tiny_224.mae_in1k_ft_in1k,224,45.760,54.240,61.060,38.940,27.91,0.900,bicubic,-49.490,-38.340,-34
gc_efficientnetv2_rw_t.agc_in1k,288,45.733,54.267,60.303,39.697,13.68,1.000,bicubic,-49.567,-38.897,-51
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,45.723,54.277,60.950,39.050,38.73,0.900,bicubic,-49.367,-38.370,+19
crossvit_15_dagger_240.in1k,240,45.703,54.297,60.087,39.913,28.21,0.875,bicubic,-49.277,-38.913,+47
xcit_tiny_24_p16_384.fb_dist_in1k,384,45.697,54.303,60.527,39.473,12.12,1.000,bicubic,-49.773,-38.853,-107
hgnetv2_b1.ssld_stage2_ft_in1k,288,45.693,54.307,62.693,37.307,6.34,1.000,bicubic,-48.497,-36.347,+266
vit_srelpos_medium_patch16_224.sw_in1k,224,45.693,54.307,61.053,38.947,38.74,0.900,bicubic,-49.257,-37.777,+50
convmixer_1536_20.in1k,224,45.673,54.327,61.730,38.270,51.63,0.960,bicubic,-49.297,-37.440,+46
dm_nfnet_f0.dm_in1k,256,45.670,54.330,61.330,38.670,71.49,0.900,bicubic,-50.010,-37.980,-168
regnetx_320.tv2_in1k,224,45.640,54.360,60.217,39.783,107.81,0.965,bicubic,-49.680,-39.073,-70
efficientnetv2_rw_t.ra2_in1k,288,45.620,54.380,60.170,39.830,13.65,1.000,bicubic,-49.470,-39.040,+10
flexivit_small.1200ep_in1k,240,45.603,54.397,59.907,40.093,22.06,0.950,bicubic,-49.617,-39.263,-35
xcit_small_12_p16_224.fb_in1k,224,45.597,54.403,59.453,40.547,26.25,1.000,bicubic,-49.273,-39.567,+69
xcit_medium_24_p16_224.fb_in1k,224,45.590,54.410,59.000,41.000,84.40,1.000,bicubic,-49.550,-40.070,-12
xcit_small_24_p16_224.fb_in1k,224,45.577,54.423,58.967,41.033,47.67,1.000,bicubic,-49.503,-40.283,+10
repvit_m1_1.dist_300e_in1k,224,45.550,54.450,62.743,37.257,8.80,0.950,bicubic,-48.640,-36.367,+256
seresnext101_32x4d.gluon_in1k,224,45.547,54.453,61.107,38.893,48.96,0.875,bicubic,-48.953,-37.983,+164
tf_efficientnet_b7.aa_in1k,600,45.490,54.510,61.783,38.217,66.35,0.949,bicubic,-50.580,-37.667,-311
resnet101.a1h_in1k,224,45.477,54.523,59.807,40.193,44.55,1.000,bicubic,-49.453,-39.253,+44
resnet152d.gluon_in1k,224,45.460,54.540,60.070,39.930,60.21,0.875,bicubic,-48.990,-38.840,+176
cs3se_edgenet_x.c2ns_in1k,320,45.447,54.553,60.433,39.567,50.72,1.000,bicubic,-50.573,-39.167,-287
flexivit_small.600ep_in1k,240,45.417,54.583,59.617,40.383,22.06,0.950,bicubic,-49.883,-39.803,-70
wide_resnet101_2.tv2_in1k,176,45.393,54.607,59.683,40.317,126.89,0.965,bilinear,-48.547,-39.207,+304
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,45.387,54.613,61.710,38.290,9.72,1.000,bicubic,-48.743,-37.290,+260
pvt_v2_b2.in1k,224,45.387,54.613,60.697,39.303,25.36,0.900,bicubic,-49.623,-38.503,+16
tf_efficientnetv2_s.in1k,300,45.387,54.613,60.237,39.763,21.46,1.000,bicubic,-50.013,-38.923,-108
resnext101_64x4d.c1_in1k,288,45.383,54.617,59.047,40.953,83.46,1.000,bicubic,-50.187,-40.223,-152
nfnet_l0.ra2_in1k,288,45.377,54.623,62.090,37.910,35.07,1.000,bicubic,-50.053,-37.090,-122
regnety_320.seer_ft_in1k,384,45.370,54.630,62.257,37.743,145.05,1.000,bicubic,-50.430,-37.083,-226
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,45.370,54.630,61.997,38.003,25.03,0.875,bilinear,-49.340,-37.183,+87
resnetv2_50x1_bit.goog_distilled_in1k,224,45.363,54.637,62.267,37.733,25.55,0.875,bicubic,-50.027,-37.153,-110
ecaresnetlight.miil_in1k,224,45.360,54.640,61.200,38.800,30.16,0.950,bicubic,-48.690,-37.730,+272
cs3edgenet_x.c2_in1k,288,45.300,54.700,60.243,39.757,47.82,1.000,bicubic,-50.180,-39.157,-139
resnet101.tv2_in1k,224,45.300,54.700,60.043,39.957,44.55,0.965,bilinear,-49.590,-39.087,+42
cs3edgenet_x.c2_in1k,256,45.293,54.707,60.173,39.827,47.82,1.000,bicubic,-50.017,-39.077,-89
nest_small_jx.goog_in1k,224,45.293,54.707,59.003,40.997,38.35,0.875,bicubic,-50.287,-40.317,-162
resnet61q.ra2_in1k,288,45.273,54.727,59.333,40.667,36.85,1.000,bicubic,-49.867,-39.587,-37
convit_small.fb_in1k,224,45.253,54.747,60.480,39.520,27.78,0.875,bicubic,-49.657,-38.640,+28
efficientvit_b2.r224_in1k,224,45.253,54.747,59.187,40.813,24.33,0.950,bicubic,-49.637,-39.813,+39
nasnetalarge.tf_in1k,331,45.223,54.777,57.987,42.013,88.75,0.911,bicubic,-49.947,-41.183,-50
resnet61q.ra2_in1k,256,45.180,54.820,59.350,40.650,36.85,1.000,bicubic,-49.800,-39.880,+11
tresnet_xl.miil_in1k_448,448,45.177,54.823,61.437,38.563,78.44,0.875,bilinear,-50.373,-37.763,-163
focalnet_tiny_lrf.ms_in1k,224,45.163,54.837,61.253,38.747,28.65,0.900,bicubic,-50.067,-37.957,-72
rexnet_200.nav_in1k,224,45.143,54.857,62.303,37.697,16.37,0.875,bicubic,-49.527,-36.787,+93
mobilenetv4_conv_medium.e500_r256_in1k,256,45.133,54.867,61.850,38.150,9.72,1.000,bicubic,-48.827,-37.100,+278
hgnetv2_b0.ssld_stage1_in22k_in1k,288,45.120,54.880,62.307,37.693,6.00,1.000,bicubic,-48.470,-36.473,+364
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,45.117,54.883,61.630,38.370,9.72,1.000,bicubic,-48.603,-37.460,+328
swin_small_patch4_window7_224.ms_in1k,224,45.113,54.887,60.280,39.720,49.61,0.900,bicubic,-50.617,-39.180,-221
sequencer2d_s.in1k,224,45.113,54.887,60.067,39.933,27.65,0.875,bicubic,-50.347,-39.193,-147
regnetv_040.ra3_in1k,224,45.100,54.900,60.047,39.953,20.64,1.000,bicubic,-50.330,-39.033,-143
mobilenetv4_conv_medium.e500_r224_in1k,256,45.090,54.910,61.497,38.503,9.72,1.000,bicubic,-48.990,-37.483,+244
tf_efficientnet_b3.aa_in1k,300,45.087,54.913,60.690,39.310,12.23,0.904,bicubic,-49.833,-38.400,+13
mobilenetv4_conv_medium.e500_r256_in1k,320,45.070,54.930,61.483,38.517,9.72,1.000,bicubic,-49.270,-37.707,+175
mobilenetv4_conv_medium.e500_r224_in1k,224,45.040,54.960,61.373,38.627,9.72,1.000,bicubic,-48.340,-37.387,+411
maxxvit_rmlp_nano_rw_256.sw_in1k,256,44.993,55.007,59.603,40.397,16.78,0.950,bicubic,-50.367,-39.727,-123
resnetrs152.tf_in1k,320,44.983,55.017,59.653,40.347,86.62,1.000,bicubic,-50.977,-39.837,-302
resnet101.a1h_in1k,288,44.957,55.043,59.337,40.663,44.55,1.000,bicubic,-50.623,-39.933,-184
hgnetv2_b0.ssld_stage2_ft_in1k,288,44.933,55.067,62.367,37.633,6.00,1.000,bicubic,-48.917,-36.543,+281
edgenext_small.usi_in1k,256,44.933,55.067,61.070,38.930,5.59,1.000,bicubic,-49.447,-37.960,+150
resnetv2_101.a1h_in1k,224,44.930,55.070,59.067,40.933,44.54,1.000,bicubic,-49.960,-39.933,+14
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,44.923,55.077,60.660,39.340,11.07,1.000,bicubic,-49.657,-38.450,+97
wide_resnet50_2.racm_in1k,224,44.910,55.090,60.100,39.900,68.88,0.950,bicubic,-49.730,-38.950,+78
deit_base_patch16_224.fb_in1k,224,44.907,55.093,59.190,40.810,86.57,0.900,bicubic,-50.123,-39.780,-27
flexivit_small.300ep_in1k,240,44.900,55.100,59.487,40.513,22.06,0.950,bicubic,-50.250,-39.663,-69
coatnet_bn_0_rw_224.sw_in1k,224,44.810,55.190,60.933,39.067,27.44,0.950,bicubic,-50.170,-38.367,-17
tf_efficientnet_b2.ap_in1k,260,44.803,55.197,60.773,39.227,9.11,0.890,bicubic,-49.467,-38.347,+182
resmlp_24_224.fb_distilled_in1k,224,44.797,55.203,61.507,38.493,30.02,0.875,bicubic,-49.553,-37.403,+156
focalnet_tiny_srf.ms_in1k,224,44.787,55.213,60.993,39.007,28.43,0.900,bicubic,-50.233,-38.057,-31
repvit_m2.dist_in1k,224,44.777,55.223,61.873,38.127,8.80,0.950,bicubic,-49.683,-37.277,+123
cait_xxs36_384.fb_dist_in1k,384,44.767,55.233,59.427,40.573,17.37,1.000,bicubic,-50.533,-39.873,-120
tiny_vit_11m_224.in1k,224,44.747,55.253,60.180,39.820,11.00,0.950,bicubic,-50.483,-39.230,-97
resmlp_36_224.fb_distilled_in1k,224,44.730,55.270,61.157,38.843,44.69,0.875,bicubic,-49.840,-38.023,+90
gernet_l.idstcv_in1k,256,44.703,55.297,58.987,41.013,31.08,0.875,bilinear,-50.237,-40.153,-15
xcit_tiny_24_p16_224.fb_dist_in1k,224,44.697,55.303,59.433,40.567,12.12,1.000,bicubic,-49.553,-39.407,+184
regnety_032.tv2_in1k,224,44.680,55.320,60.947,39.053,19.44,0.965,bicubic,-50.210,-38.103,-4
deit_base_patch16_384.fb_in1k,384,44.667,55.333,59.570,40.430,86.86,1.000,bicubic,-50.993,-39.850,-224
ecaresnet50d.miil_in1k,224,44.623,55.377,60.817,39.183,25.58,0.950,bicubic,-49.577,-38.203,+193
wide_resnet50_2.tv2_in1k,176,44.620,55.380,59.967,40.033,68.88,0.965,bilinear,-49.710,-39.063,+153
ecaresnetlight.miil_in1k,288,44.603,55.397,60.430,39.570,30.16,0.950,bicubic,-49.967,-38.720,+81
ecaresnet50t.ra2_in1k,256,44.573,55.427,60.433,39.567,25.57,0.950,bicubic,-50.137,-38.487,+38
eca_nfnet_l0.ra2_in1k,224,44.570,55.430,61.177,38.823,24.14,1.000,bicubic,-50.410,-38.123,-31
vit_relpos_small_patch16_224.sw_in1k,224,44.540,55.460,60.223,39.777,21.98,0.900,bicubic,-50.140,-38.877,+51
regnety_064.ra3_in1k,224,44.523,55.477,58.473,41.527,30.58,1.000,bicubic,-50.977,-40.897,-194
swinv2_tiny_window16_256.ms_in1k,256,44.503,55.497,59.467,40.533,28.35,0.900,bicubic,-50.867,-39.833,-153
resnetv2_101.a1h_in1k,288,44.497,55.503,58.627,41.373,44.54,1.000,bicubic,-51.133,-40.673,-231
gmlp_s16_224.ra3_in1k,224,44.490,55.510,58.617,41.383,19.42,0.875,bicubic,-49.040,-40.153,+339
inception_resnet_v2.tf_ens_adv_in1k,299,44.487,55.513,58.170,41.830,55.84,0.897,bicubic,-49.643,-40.610,+201
tiny_vit_5m_224.dist_in22k_ft_in1k,224,44.470,55.530,60.910,39.090,5.39,0.950,bicubic,-50.160,-38.140,+53
resnetrs101.tf_in1k,192,44.440,55.560,59.397,40.603,63.62,0.940,bicubic,-49.960,-39.663,+118
ecaresnet101d_pruned.miil_in1k,224,44.433,55.567,60.057,39.943,24.88,0.950,bicubic,-50.097,-39.073,+84
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,44.430,55.570,60.273,39.727,11.07,1.000,bicubic,-50.800,-38.947,-121
repvit_m1_0.dist_300e_in1k,224,44.417,55.583,61.430,38.570,7.30,0.950,bicubic,-49.353,-37.490,+270
regnety_160.tv2_in1k,224,44.387,55.613,59.147,40.853,83.59,0.965,bicubic,-50.773,-40.103,-100
repvit_m1_0.dist_450e_in1k,224,44.360,55.640,61.450,38.550,7.30,0.950,bicubic,-49.920,-37.540,+150
tresnet_l.miil_in1k,224,44.353,55.647,59.950,40.050,55.99,0.875,bilinear,-50.507,-39.080,-8
maxxvitv2_nano_rw_256.sw_in1k,256,44.337,55.663,58.723,41.277,23.70,0.950,bicubic,-51.103,-40.667,-191
resnext101_32x4d.gluon_in1k,224,44.330,55.670,59.110,40.890,44.18,0.875,bicubic,-49.790,-39.920,+194
gcvit_xtiny.in1k,224,44.250,55.750,60.027,39.973,19.98,0.875,bicubic,-50.820,-39.163,-72
convnextv2_pico.fcmae_ft_in1k,224,44.240,55.760,60.547,39.453,9.07,0.950,bicubic,-49.720,-38.363,+221
poolformer_m48.sail_in1k,224,44.190,55.810,59.153,40.847,73.47,0.950,bicubic,-50.920,-40.067,-85
regnety_080_tv.tv2_in1k,224,44.157,55.843,58.830,41.170,39.38,0.965,bicubic,-51.153,-40.390,-153
vit_srelpos_small_patch16_224.sw_in1k,224,44.133,55.867,59.680,40.320,21.97,0.900,bicubic,-50.447,-39.460,+55
crossvit_15_240.in1k,240,44.127,55.873,59.153,40.847,27.53,0.875,bicubic,-50.553,-39.977,+31
regnetz_c16_evos.ch_in1k,320,44.120,55.880,61.013,38.987,13.49,0.950,bicubic,-51.540,-38.387,-255
resnet152s.gluon_in1k,224,44.117,55.883,58.760,41.240,60.32,0.875,bicubic,-50.633,-40.190,+1
fastvit_sa12.apple_dist_in1k,256,44.113,55.887,59.067,40.933,11.58,0.900,bicubic,-50.587,-39.673,+18
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,44.097,55.903,62.033,37.967,44.54,1.000,bilinear,-51.233,-37.117,-169
maxvit_rmlp_nano_rw_256.sw_in1k,256,44.093,55.907,58.160,41.840,15.50,0.950,bicubic,-51.337,-41.270,-200
pit_b_224.in1k,224,44.083,55.917,58.007,41.993,73.76,0.900,bicubic,-50.727,-40.813,-12
seresnext50_32x4d.racm_in1k,224,44.080,55.920,59.927,40.073,27.56,0.950,bicubic,-50.630,-39.313,+11
convnextv2_nano.fcmae_ft_in1k,288,44.073,55.927,60.190,39.810,15.62,1.000,bicubic,-51.087,-39.140,-119
inception_resnet_v2.tf_in1k,299,44.070,55.930,57.923,42.077,55.84,0.897,bicubic,-50.290,-40.867,+109
hgnet_small.paddle_in1k,224,44.067,55.933,60.703,39.297,24.36,1.000,bicubic,-50.653,-38.377,+1
resnet152.tv2_in1k,176,44.000,56.000,57.470,42.530,60.19,0.965,bilinear,-49.650,-41.430,+278
pnasnet5large.tf_in1k,331,43.987,56.013,56.770,43.230,86.06,0.911,bicubic,-51.393,-42.360,-185
cs3sedarknet_x.c2ns_in1k,256,43.943,56.057,59.193,40.807,35.40,1.000,bicubic,-51.187,-39.977,-112
poolformer_m36.sail_in1k,224,43.940,56.060,59.093,40.907,56.17,0.950,bicubic,-51.120,-40.067,-85
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,43.913,56.087,59.373,40.627,13.42,0.950,bicubic,-50.547,-39.717,+71
resnet50.fb_ssl_yfcc100m_ft_in1k,224,43.903,56.097,61.923,38.077,25.56,0.875,bilinear,-50.427,-37.217,+111
pit_s_224.in1k,224,43.893,56.107,58.660,41.340,23.46,0.900,bicubic,-50.717,-40.390,+28
resnext101_64x4d.gluon_in1k,224,43.890,56.110,58.713,41.287,83.46,0.875,bicubic,-50.460,-40.247,+105
tf_efficientnetv2_s.in1k,384,43.873,56.127,58.727,41.273,21.46,1.000,bicubic,-51.887,-40.613,-305
coatnext_nano_rw_224.sw_in1k,224,43.847,56.153,58.583,41.417,14.70,0.900,bicubic,-51.013,-40.627,-38
resnetaa50d.sw_in12k_ft_in1k,224,43.843,56.157,59.780,40.220,25.58,1.000,bicubic,-50.977,-39.490,-30
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,43.833,56.167,58.823,41.177,15.25,0.950,bicubic,-50.547,-40.237,+87
wide_resnet50_2.tv2_in1k,224,43.813,56.187,59.637,40.363,68.88,0.965,bilinear,-51.007,-39.693,-31
cait_xxs36_224.fb_dist_in1k,224,43.803,56.197,58.790,41.210,17.30,1.000,bicubic,-50.137,-39.910,+199
coat_lite_small.in1k,224,43.803,56.197,57.020,42.980,19.84,0.900,bicubic,-51.297,-42.220,-109
regnety_040.ra3_in1k,224,43.780,56.220,58.007,41.993,20.65,1.000,bicubic,-51.220,-41.143,-87
tnt_s_patch16_224,224,43.773,56.227,59.213,40.787,23.76,0.900,bicubic,-50.797,-39.437,+31
regnetv_040.ra3_in1k,288,43.753,56.247,58.523,41.477,20.64,1.000,bicubic,-51.977,-40.647,-304
pit_xs_distilled_224.in1k,224,43.747,56.253,60.630,39.370,11.00,0.900,bicubic,-49.563,-38.150,+341
convnext_nano.d1h_in1k,224,43.730,56.270,58.690,41.310,15.59,1.000,bicubic,-50.590,-40.350,+99
mobilevitv2_200.cvnets_in22k_ft_in1k,256,43.720,56.280,59.470,40.530,18.45,0.888,bicubic,-51.380,-39.580,-116
cspresnext50.ra_in1k,256,43.713,56.287,60.243,39.757,20.57,0.887,bilinear,-50.537,-38.697,+121
edgenext_small.usi_in1k,320,43.690,56.310,59.933,40.067,5.59,1.000,bicubic,-51.160,-39.347,-48
tf_efficientnet_b5.in1k,456,43.653,56.347,60.187,39.813,30.39,0.934,bicubic,-52.197,-39.223,-351
swinv2_cr_small_224.sw_in1k,224,43.650,56.350,57.513,42.487,49.70,0.900,bicubic,-51.770,-41.767,-224
gcresnet50t.ra2_in1k,256,43.630,56.370,59.477,40.523,25.90,1.000,bicubic,-50.950,-39.413,+20
rexnet_150.nav_in1k,224,43.617,56.383,60.850,39.150,9.73,0.875,bicubic,-50.673,-38.240,+103
swin_s3_tiny_224.ms_in1k,224,43.587,56.413,59.353,40.647,28.33,0.900,bicubic,-51.373,-39.807,-86
resnet101.tv2_in1k,176,43.583,56.417,57.813,42.187,44.55,0.965,bilinear,-50.067,-40.787,+249
xcit_tiny_12_p8_224.fb_dist_in1k,224,43.553,56.447,58.437,41.563,6.71,1.000,bicubic,-51.167,-40.743,-28
efficientformer_l1.snap_dist_in1k,224,43.533,56.467,59.930,40.070,12.29,0.950,bicubic,-50.457,-39.010,+172
crossvit_small_240.in1k,240,43.533,56.467,58.980,41.020,26.86,0.875,bicubic,-51.057,-40.140,+8
maxvit_nano_rw_256.sw_in1k,256,43.523,56.477,57.500,42.500,15.45,0.950,bicubic,-51.957,-41.810,-250
tf_efficientnet_b4.in1k,380,43.487,56.513,59.590,40.410,19.34,0.922,bicubic,-51.993,-39.540,-252
wide_resnet50_2.racm_in1k,288,43.483,56.517,59.033,40.967,68.88,0.950,bicubic,-51.647,-40.227,-145
cs3sedarknet_x.c2ns_in1k,288,43.483,56.517,58.797,41.203,35.40,1.000,bicubic,-51.937,-40.503,-240
regnety_016.tv2_in1k,224,43.477,56.523,59.603,40.397,11.20,0.965,bicubic,-50.963,-39.417,+51
resnet101d.gluon_in1k,224,43.443,56.557,58.643,41.357,44.57,0.875,bicubic,-50.737,-40.327,+124
efficientvit_b1.r288_in1k,288,43.437,56.563,57.847,42.153,9.10,1.000,bicubic,-50.773,-41.213,+115
resnet101s.gluon_in1k,224,43.417,56.583,58.703,41.297,44.67,0.875,bicubic,-50.783,-40.337,+118
ecaresnet50t.ra2_in1k,320,43.407,56.593,59.307,40.693,25.57,0.950,bicubic,-51.703,-39.803,-143
resnet152.a1_in1k,224,43.400,56.600,56.463,43.537,60.19,1.000,bicubic,-51.190,-42.577,+1
mobilenet_edgetpu_v2_m,224,43.387,56.613,58.587,41.413,8.46,0.950,bicubic,-50.663,-40.433,+150
nf_resnet50.ra2_in1k,256,43.353,56.647,60.570,39.430,25.56,0.940,bicubic,-50.787,-38.380,+127
coatnet_rmlp_nano_rw_224.sw_in1k,224,43.347,56.653,58.647,41.353,15.15,0.900,bicubic,-51.713,-40.593,-128
cspdarknet53.ra_in1k,256,43.320,56.680,59.480,40.520,27.64,0.887,bilinear,-50.840,-39.510,+121
eca_nfnet_l0.ra2_in1k,288,43.303,56.697,59.903,40.097,24.14,1.000,bicubic,-52.137,-39.307,-256
convmixer_768_32.in1k,224,43.260,56.740,59.363,40.637,21.11,0.960,bicubic,-51.150,-39.747,+44
ecaresnet101d_pruned.miil_in1k,288,43.240,56.760,58.983,41.017,24.88,0.950,bicubic,-51.820,-40.197,-134
xcit_tiny_24_p8_224.fb_in1k,224,43.233,56.767,57.297,42.703,12.11,1.000,bicubic,-51.647,-41.893,-83
xcit_tiny_12_p8_384.fb_dist_in1k,384,43.227,56.773,58.140,41.860,6.71,1.000,bicubic,-52.223,-41.050,-262
poolformerv2_s24.sail_in1k,224,43.217,56.783,60.457,39.543,21.34,1.000,bicubic,-51.233,-38.553,+29
resnet50d.ra2_in1k,224,43.217,56.783,59.240,40.760,25.58,0.950,bicubic,-50.833,-39.670,+140
visformer_small.in1k,224,43.210,56.790,57.980,42.020,40.22,0.900,bicubic,-51.760,-41.230,-114
repvit_m0_9.dist_300e_in1k,224,43.207,56.793,60.447,39.553,5.49,0.950,bicubic,-50.243,-38.383,+277
fbnetv3_d.ra2_in1k,224,43.180,56.820,59.540,40.460,10.31,0.950,bilinear,-50.050,-39.000,+313
vit_small_patch32_384.augreg_in21k_ft_in1k,384,43.167,56.833,59.323,40.677,22.92,1.000,bicubic,-51.403,-39.867,-6
tf_efficientnetv2_b3.in1k,240,43.167,56.833,58.913,41.087,14.36,0.904,bicubic,-51.073,-40.027,+91
regnetx_160.tv2_in1k,224,43.157,56.843,57.463,42.537,54.28,0.965,bicubic,-52.093,-41.787,-208
cspresnet50.ra_in1k,256,43.147,56.853,59.217,40.783,21.62,0.887,bilinear,-50.723,-39.643,+161
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,43.147,56.853,58.433,41.567,119.42,0.900,bicubic,-50.063,-40.037,+311
regnetx_080.tv2_in1k,224,43.147,56.853,57.983,42.017,39.57,0.965,bicubic,-51.603,-41.197,-68
regnety_064.ra3_in1k,288,43.143,56.857,57.300,42.700,30.58,1.000,bicubic,-52.677,-42.100,-376
repvit_m0_9.dist_450e_in1k,224,43.133,56.867,60.443,39.557,5.49,0.950,bicubic,-50.337,-38.517,+264
resnest26d.gluon_in1k,224,43.130,56.870,60.590,39.410,17.07,0.875,bilinear,-50.150,-38.280,+299
cs3darknet_x.c2ns_in1k,256,43.123,56.877,58.500,41.500,35.05,1.000,bicubic,-51.857,-40.660,-133
twins_pcpvt_small.in1k,224,43.110,56.890,58.930,41.070,24.11,0.900,bicubic,-51.500,-39.840,-34
resnet50.b1k_in1k,224,43.097,56.903,59.013,40.987,25.56,1.000,bicubic,-50.373,-39.867,+261
coatnet_nano_rw_224.sw_in1k,224,43.070,56.930,57.877,42.123,15.14,0.900,bicubic,-51.960,-41.103,-148
ecaresnet50d.miil_in1k,288,43.067,56.933,59.480,40.520,25.58,0.950,bicubic,-51.603,-39.770,-48
convnext_nano_ols.d1h_in1k,224,43.027,56.973,57.933,42.067,15.65,1.000,bicubic,-51.123,-41.007,+98
resmlp_36_224.fb_in1k,224,43.010,56.990,59.413,40.587,44.69,0.875,bicubic,-50.660,-39.507,+201
resnet152.gluon_in1k,224,42.973,57.027,57.740,42.260,60.19,0.875,bicubic,-51.067,-40.990,+121
seresnet50.ra2_in1k,224,42.933,57.067,58.927,41.073,28.09,0.950,bicubic,-51.407,-40.203,+41
twins_svt_small.in1k,224,42.933,57.067,58.430,41.570,24.06,0.900,bicubic,-51.837,-40.650,-85
fastvit_sa12.apple_in1k,256,42.923,57.077,58.873,41.127,11.58,0.900,bicubic,-51.537,-40.167,+2
fbnetv3_d.ra2_in1k,256,42.907,57.093,59.650,40.350,10.31,0.950,bilinear,-50.913,-39.250,+156
tf_efficientnet_b1.ap_in1k,240,42.887,57.113,58.907,41.093,7.79,0.882,bicubic,-50.753,-39.843,+203
resnet50.tv2_in1k,176,42.887,57.113,58.617,41.383,25.56,0.965,bilinear,-50.733,-40.343,+210
dpn131.mx_in1k,224,42.883,57.117,57.167,42.833,79.25,0.875,bicubic,-50.907,-41.743,+163
tf_efficientnet_lite4.in1k,380,42.877,57.123,57.723,42.277,13.01,0.920,bilinear,-52.013,-41.367,-121
mobilenet_edgetpu_v2_m,256,42.863,57.137,58.030,41.970,8.46,0.950,bicubic,-51.697,-40.950,-28
resnet152c.gluon_in1k,224,42.850,57.150,57.793,42.207,60.21,0.875,bicubic,-51.040,-41.107,+137
resnet50.tv2_in1k,224,42.840,57.160,58.543,41.457,25.56,0.965,bilinear,-51.750,-40.167,-43
coatnet_0_rw_224.sw_in1k,224,42.807,57.193,56.297,43.703,27.44,0.950,bicubic,-52.123,-42.723,-134
tresnet_l.miil_in1k_448,448,42.803,57.197,58.943,41.057,55.99,0.875,bilinear,-52.607,-40.457,-283
gcresnet50t.ra2_in1k,288,42.790,57.210,59.077,40.923,25.90,1.000,bicubic,-51.980,-40.033,-100
levit_256.fb_dist_in1k,224,42.787,57.213,57.913,42.087,18.89,0.900,bicubic,-51.633,-41.147,+1
levit_conv_256.fb_dist_in1k,224,42.783,57.217,57.913,42.087,18.89,0.900,bicubic,-51.637,-41.137,+1
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,42.777,57.223,58.860,41.140,18.45,1.000,bicubic,-52.643,-40.390,-293
cs3darknet_x.c2ns_in1k,288,42.763,57.237,58.140,41.860,35.05,1.000,bicubic,-52.507,-40.830,-248
dpn107.mx_in1k,224,42.763,57.237,57.280,42.720,86.92,0.875,bicubic,-51.247,-41.540,+109
resnext50_32x4d.tv2_in1k,224,42.753,57.247,57.563,42.437,25.03,0.965,bilinear,-51.737,-41.427,-22
resnetv2_50d_gn.ah_in1k,224,42.750,57.250,57.873,42.127,25.57,1.000,bicubic,-51.700,-41.107,-9
seresnext50_32x4d.gluon_in1k,224,42.700,57.300,58.657,41.343,27.56,0.875,bicubic,-51.470,-40.353,+69
resnet152.a3_in1k,160,42.700,57.300,56.957,43.043,60.19,0.950,bicubic,-50.670,-41.623,+258
tresnet_m.miil_in1k,224,42.693,57.307,58.193,41.807,31.39,0.875,bilinear,-51.407,-40.837,+83
ecaresnet50d_pruned.miil_in1k,224,42.647,57.353,59.067,40.933,19.94,0.950,bicubic,-51.183,-39.873,+134
regnety_040.ra3_in1k,288,42.610,57.390,57.050,42.950,20.65,1.000,bicubic,-52.850,-42.360,-312
resnext101_32x8d.tv_in1k,224,42.600,57.400,58.370,41.630,88.79,0.875,bilinear,-51.180,-40.580,+145
convnext_nano.d1h_in1k,288,42.580,57.420,57.537,42.463,15.59,1.000,bicubic,-52.310,-41.573,-142
xcit_tiny_12_p16_384.fb_dist_in1k,384,42.573,57.427,58.060,41.940,6.72,1.000,bicubic,-51.987,-40.810,-49
resnetaa50d.sw_in12k_ft_in1k,288,42.560,57.440,58.427,41.573,25.58,1.000,bicubic,-52.710,-40.963,-261
fastvit_s12.apple_dist_in1k,256,42.547,57.453,58.160,41.840,9.47,0.900,bicubic,-51.733,-40.870,+28
resnetv2_50d_evos.ah_in1k,224,42.547,57.453,57.360,42.640,25.59,1.000,bicubic,-51.763,-41.570,+19
efficientvit_b1.r256_in1k,256,42.527,57.473,57.487,42.513,9.10,1.000,bicubic,-51.133,-41.273,+169
nf_resnet50.ra2_in1k,288,42.480,57.520,59.607,40.393,25.56,0.940,bicubic,-51.900,-39.433,-10
resnet50.b2k_in1k,224,42.473,57.527,58.203,41.797,25.56,1.000,bicubic,-51.227,-40.547,+159
seresnext50_32x4d.racm_in1k,288,42.467,57.533,58.127,41.873,27.56,0.950,bicubic,-52.543,-41.013,-183
resnetrs101.tf_in1k,288,42.460,57.540,57.290,42.710,63.62,0.940,bicubic,-52.770,-41.920,-250
mobilevitv2_175.cvnets_in22k_ft_in1k,256,42.457,57.543,58.277,41.723,14.25,0.888,bicubic,-52.313,-40.823,-123
dpn68b.ra_in1k,224,42.457,57.543,56.810,43.190,12.61,1.000,bicubic,-50.713,-41.870,+266
edgenext_small_rw.sw_in1k,256,42.383,57.617,59.117,40.883,7.83,1.000,bicubic,-51.437,-39.783,+121
poolformer_s36.sail_in1k,224,42.383,57.617,58.803,41.197,30.86,0.900,bicubic,-52.247,-40.257,-84
repvit_m1.dist_in1k,224,42.370,57.630,59.640,40.360,5.49,0.950,bicubic,-50.970,-39.130,+243
mobileone_s4.apple_in1k,224,42.370,57.630,58.053,41.947,14.95,0.900,bilinear,-51.370,-40.757,+143
resnet50.ram_in1k,224,42.353,57.647,56.267,43.733,25.56,0.950,bicubic,-51.037,-42.373,+233
nest_tiny_jx.goog_in1k,224,42.347,57.653,57.040,42.960,17.06,0.875,bicubic,-52.593,-42.160,-170
tf_efficientnetv2_b3.in1k,300,42.330,57.670,58.013,41.987,14.36,0.904,bicubic,-52.810,-41.227,-234
legacy_senet154.in1k,224,42.327,57.673,56.683,43.317,115.09,0.875,bilinear,-52.413,-42.237,-124
mobileone_s3.apple_in1k,224,42.300,57.700,59.327,40.673,10.17,0.900,bilinear,-50.700,-39.283,+277
resnet101.a1_in1k,224,42.297,57.703,55.647,44.353,44.55,1.000,bicubic,-52.013,-43.273,+4
hgnet_small.paddle_in1k,288,42.287,57.713,58.707,41.293,24.36,1.000,bicubic,-52.803,-40.503,-216
xcit_tiny_24_p16_224.fb_in1k,224,42.283,57.717,56.793,43.207,12.12,1.000,bicubic,-51.567,-41.957,+105
tf_efficientnet_cc_b1_8e.in1k,240,42.280,57.720,58.530,41.470,39.72,0.882,bicubic,-51.310,-40.180,+174
deit_small_patch16_224.fb_in1k,224,42.267,57.733,58.037,41.963,22.05,0.900,bicubic,-51.723,-41.023,+79
convmixer_1024_20_ks9_p14.in1k,224,42.260,57.740,59.687,40.313,24.38,0.960,bicubic,-50.070,-38.743,+356
resnet152.a1_in1k,288,42.240,57.760,55.460,44.540,60.19,1.000,bicubic,-52.900,-43.550,-240
tf_efficientnet_b2.aa_in1k,260,42.227,57.773,58.213,41.787,9.11,0.890,bicubic,-51.983,-40.717,+24
dpn98.mx_in1k,224,42.170,57.830,56.677,43.323,61.57,0.875,bicubic,-51.790,-42.333,+79
cait_xxs24_384.fb_dist_in1k,384,42.160,57.840,57.503,42.497,12.03,1.000,bicubic,-52.780,-41.597,-184
resnext50_32x4d.ra_in1k,224,42.153,57.847,57.600,42.400,25.03,0.950,bicubic,-51.557,-41.180,+132
hgnet_tiny.paddle_in1k,224,42.150,57.850,58.930,41.070,14.74,1.000,bicubic,-51.680,-40.020,+98
resnext50_32x4d.gluon_in1k,224,42.140,57.860,57.693,42.307,25.03,0.875,bicubic,-51.560,-41.027,+135
resnext50_32x4d.a1h_in1k,224,42.097,57.903,56.627,43.373,25.03,1.000,bicubic,-52.323,-42.143,-44
xception41p.ra3_in1k,299,42.077,57.923,56.870,43.130,26.91,0.940,bicubic,-52.993,-42.320,-222
convnext_nano_ols.d1h_in1k,288,42.037,57.963,56.863,43.137,15.65,1.000,bicubic,-52.553,-42.207,-95
resnet152.a2_in1k,224,42.017,57.983,55.730,44.270,60.19,1.000,bicubic,-52.593,-43.200,-101
resnet50.b1k_in1k,288,41.987,58.013,58.203,41.797,25.56,1.000,bicubic,-52.503,-40.857,-67
resnet50.b2k_in1k,288,41.980,58.020,57.680,42.320,25.56,1.000,bicubic,-52.320,-41.520,-11
pvt_v2_b1.in1k,224,41.963,58.037,59.583,40.417,14.01,0.900,bicubic,-51.547,-39.377,+175
resnext50_32x4d.tv2_in1k,176,41.963,58.037,56.667,43.333,25.03,0.965,bilinear,-51.437,-42.033,+207
efficientnet_b2.ra_in1k,288,41.947,58.053,58.300,41.700,9.11,1.000,bicubic,-52.423,-40.560,-40
gcresnext50ts.ch_in1k,256,41.943,58.057,57.793,42.207,15.67,1.000,bicubic,-52.277,-41.067,+7
efficientnet_b2.ra_in1k,256,41.933,58.067,58.313,41.687,9.11,1.000,bicubic,-51.807,-40.627,+113
resnet50.ra_in1k,224,41.927,58.073,57.930,42.070,25.56,0.950,bicubic,-51.503,-40.800,+193
tf_efficientnet_b3.in1k,300,41.917,58.083,58.150,41.850,12.23,0.904,bicubic,-52.353,-40.740,-13
mobilevitv2_150.cvnets_in22k_ft_in1k,256,41.883,58.117,57.897,42.103,10.59,0.888,bicubic,-52.857,-41.183,-150
cs3sedarknet_l.c2ns_in1k,256,41.873,58.127,57.767,42.233,21.91,0.950,bicubic,-53.257,-41.423,-254
xcit_tiny_12_p16_224.fb_dist_in1k,224,41.843,58.157,57.303,42.697,6.72,1.000,bicubic,-51.497,-41.367,+205
fastvit_t12.apple_dist_in1k,256,41.827,58.173,57.600,42.400,7.55,0.900,bicubic,-52.273,-41.230,+28
efficientformerv2_s1.snap_dist_in1k,224,41.813,58.187,57.973,42.027,6.19,0.950,bicubic,-51.807,-40.747,+136
resnet50d.ra2_in1k,288,41.797,58.203,58.137,41.863,25.58,0.950,bicubic,-53.043,-41.143,-174
gcvit_xxtiny.in1k,224,41.763,58.237,58.337,41.663,12.00,0.875,bicubic,-52.307,-40.583,+29
poolformer_s24.sail_in1k,224,41.760,58.240,58.520,41.480,21.39,0.900,bicubic,-52.620,-40.660,-57
resnetblur50.bt_in1k,224,41.747,58.253,57.573,42.427,25.56,0.950,bicubic,-51.883,-41.337,+129
resnext50_32x4d.a1h_in1k,288,41.710,58.290,56.380,43.620,25.03,1.000,bicubic,-53.290,-42.810,-229
edgenext_small_rw.sw_in1k,320,41.693,58.307,58.520,41.480,7.83,1.000,bicubic,-52.677,-40.530,-54
cs3darknet_l.c2ns_in1k,256,41.690,58.310,57.603,42.397,21.16,0.950,bicubic,-52.700,-41.517,-64
senet154.gluon_in1k,224,41.687,58.313,56.510,43.490,115.09,0.875,bicubic,-53.003,-42.460,-144
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,41.683,58.317,57.807,42.193,10.59,1.000,bicubic,-53.657,-41.323,-337
dla102x2.in1k,224,41.677,58.323,58.027,41.973,41.28,0.875,bilinear,-52.353,-40.983,+35
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,41.667,58.333,58.007,41.993,14.25,1.000,bicubic,-53.593,-41.013,-318
inception_v4.tf_in1k,299,41.663,58.337,55.370,44.630,42.68,0.875,bicubic,-52.707,-43.690,-58
gcresnext50ts.ch_in1k,288,41.657,58.343,57.340,42.660,15.67,1.000,bicubic,-52.853,-41.620,-101
efficientvit_b1.r224_in1k,224,41.637,58.363,56.627,43.373,9.10,0.950,bicubic,-51.683,-41.993,+193
hrnet_w64.ms_in1k,224,41.623,58.377,57.193,42.807,128.06,0.875,bilinear,-52.217,-41.727,+63
seresnet50.ra2_in1k,288,41.603,58.397,57.953,42.047,28.09,0.950,bicubic,-53.167,-41.027,-182
resnetaa50.a1h_in1k,224,41.600,58.400,56.603,43.397,25.56,1.000,bicubic,-52.640,-42.257,-21
resnet50.c1_in1k,224,41.583,58.417,56.813,43.187,25.56,1.000,bicubic,-52.287,-41.947,+51
haloregnetz_b.ra3_in1k,224,41.563,58.437,57.063,42.937,11.68,0.940,bicubic,-52.947,-41.937,-106
cs3sedarknet_l.c2ns_in1k,288,41.560,58.440,57.403,42.597,21.91,0.950,bicubic,-53.550,-41.887,-273
tf_efficientnet_cc_b0_8e.in1k,224,41.533,58.467,57.430,42.570,24.01,0.875,bicubic,-51.337,-41.030,+254
tf_efficientnetv2_b2.in1k,208,41.530,58.470,57.373,42.627,10.10,0.890,bicubic,-52.080,-41.437,+118
efficientnet_el.ra_in1k,300,41.503,58.497,58.340,41.660,10.59,0.904,bicubic,-53.177,-40.770,-157
convnextv2_pico.fcmae_ft_in1k,288,41.503,58.497,58.050,41.950,9.07,0.950,bicubic,-53.067,-41.090,-126
nf_regnet_b1.ra2_in1k,256,41.497,58.503,58.867,41.133,10.22,0.900,bicubic,-51.943,-39.983,+159
efficientnet_em.ra2_in1k,240,41.490,58.510,58.863,41.137,6.90,0.882,bicubic,-52.270,-40.047,+73
regnetz_b16.ra3_in1k,224,41.487,58.513,57.347,42.653,9.72,1.000,bicubic,-52.573,-41.643,+9
resnet50.a1h_in1k,224,41.463,58.537,56.793,43.207,25.56,1.000,bicubic,-52.747,-42.137,-25
resnet101.a2_in1k,224,41.450,58.550,55.357,44.643,44.55,1.000,bicubic,-52.920,-43.683,-76
halo2botnet50ts_256.a1h_in1k,256,41.443,58.557,56.267,43.733,22.64,0.950,bicubic,-53.577,-43.013,-257
resnetv2_50.a1h_in1k,224,41.440,58.560,56.870,43.130,25.55,1.000,bicubic,-52.880,-41.920,-63
cait_xxs24_224.fb_dist_in1k,224,41.437,58.563,57.523,42.477,11.96,1.000,bicubic,-52.063,-41.307,+134
swinv2_cr_tiny_ns_224.sw_in1k,224,41.413,58.587,57.133,42.867,28.33,0.900,bicubic,-53.367,-41.997,-200
swin_tiny_patch4_window7_224.ms_in1k,224,41.397,58.603,57.333,42.667,28.29,0.900,bicubic,-53.293,-41.807,-172
ese_vovnet39b.ra_in1k,224,41.390,58.610,57.357,42.643,24.57,0.950,bicubic,-52.640,-41.663,+9
resnetv2_50d_evos.ah_in1k,288,41.390,58.610,56.560,43.440,25.59,1.000,bicubic,-53.490,-42.640,-222
resnet50.a1h_in1k,176,41.380,58.620,56.610,43.390,25.56,1.000,bicubic,-52.070,-42.090,+144
convnext_tiny.fb_in22k_ft_in1k,288,41.353,58.647,55.377,44.623,28.59,1.000,bicubic,-52.197,-43.243,+119
resnet152.tv_in1k,224,41.340,58.660,57.593,42.407,60.19,0.875,bilinear,-51.930,-41.117,+174
xception71.tf_in1k,299,41.333,58.667,56.007,43.993,42.34,0.903,bicubic,-52.577,-42.773,+24
resnet50.ram_in1k,288,41.330,58.670,55.073,44.927,25.56,0.950,bicubic,-52.670,-43.827,+10
gernet_s.idstcv_in1k,224,41.313,58.687,58.890,41.110,8.17,0.875,bilinear,-51.137,-39.520,+278
cs3darknet_l.c2ns_in1k,288,41.313,58.687,57.390,42.610,21.16,0.950,bicubic,-53.387,-41.830,-185
cs3darknet_focus_l.c2ns_in1k,256,41.300,58.700,57.057,42.943,21.15,0.950,bicubic,-53.180,-41.903,-123
swinv2_tiny_window8_256.ms_in1k,256,41.280,58.720,56.960,43.040,28.35,0.900,bicubic,-53.780,-42.140,-281
resnet101.a1_in1k,288,41.273,58.727,54.253,45.747,44.55,1.000,bicubic,-53.617,-44.777,-233
dpn68b.ra_in1k,288,41.253,58.747,55.043,44.957,12.61,1.000,bicubic,-52.507,-43.907,+55
inception_v3.tf_adv_in1k,299,41.240,58.760,56.337,43.663,23.83,0.875,bicubic,-51.730,-42.213,+205
dpn92.mx_in1k,224,41.207,58.793,56.210,43.790,37.67,0.875,bicubic,-52.943,-42.640,-33
resnet101.a3_in1k,160,41.150,58.850,55.957,44.043,44.55,0.950,bicubic,-51.730,-42.563,+224
resnet34d.ra2_in1k,224,41.117,58.883,56.983,43.017,21.82,0.950,bicubic,-51.403,-41.657,+263
resnetv2_50d_gn.ah_in1k,288,41.113,58.887,56.557,43.443,25.57,1.000,bicubic,-54.127,-42.703,-348
resnet50.c1_in1k,288,41.090,58.910,56.533,43.467,25.56,1.000,bicubic,-53.420,-42.537,-142
resnet50d.gluon_in1k,224,41.040,58.960,57.170,42.830,25.58,0.875,bicubic,-52.530,-41.500,+99
nf_regnet_b1.ra2_in1k,288,41.033,58.967,58.190,41.810,10.22,0.900,bicubic,-52.877,-40.750,+10
ecaresnet50d_pruned.miil_in1k,288,40.993,59.007,57.733,42.267,19.94,0.950,bicubic,-53.307,-41.457,-81
resnetv2_50.a1h_in1k,288,40.973,59.027,56.463,43.537,25.55,1.000,bicubic,-53.737,-42.597,-202
convnext_pico.d1_in1k,224,40.970,59.030,56.743,43.257,9.05,0.950,bicubic,-52.520,-42.197,+111
resnet50.c2_in1k,224,40.927,59.073,55.723,44.277,25.56,1.000,bicubic,-52.863,-43.137,+31
fbnetv3_b.ra2_in1k,224,40.923,59.077,58.737,41.263,8.60,0.950,bilinear,-51.997,-39.863,+204
fbnetv3_b.ra2_in1k,256,40.920,59.080,58.650,41.350,8.60,0.950,bilinear,-52.730,-39.990,+64
inception_v3.gluon_in1k,299,40.900,59.100,55.700,44.300,23.83,0.875,bicubic,-52.700,-43.040,+80
tf_efficientnetv2_b1.in1k,192,40.883,59.117,56.733,43.267,8.14,0.882,bicubic,-52.347,-42.027,+154
legacy_xception.tf_in1k,299,40.883,59.117,56.567,43.433,22.86,0.897,bicubic,-52.777,-42.483,+61
convnext_pico_ols.d1_in1k,224,40.880,59.120,56.830,43.170,9.06,1.000,bicubic,-52.720,-42.030,+78
resnet152.a3_in1k,224,40.870,59.130,55.033,44.967,60.19,0.950,bicubic,-53.590,-44.037,-137
cs3darknet_focus_l.c2ns_in1k,288,40.860,59.140,56.667,43.333,21.15,0.950,bicubic,-53.950,-42.513,-236
regnety_320.pycls_in1k,224,40.843,59.157,56.170,43.830,145.05,0.875,bicubic,-53.677,-43.000,-158
maxvit_rmlp_pico_rw_256.sw_in1k,256,40.837,59.163,55.277,44.723,7.52,0.950,bicubic,-53.423,-43.763,-79
levit_192.fb_dist_in1k,224,40.807,59.193,56.633,43.367,10.95,0.900,bicubic,-52.903,-42.147,+43
regnetx_032.tv2_in1k,224,40.803,59.197,56.713,43.287,15.30,0.965,bicubic,-53.737,-42.177,-163
resnet152.a2_in1k,288,40.800,59.200,54.300,45.700,60.19,1.000,bicubic,-54.200,-44.760,-293
resnet50_gn.a1h_in1k,224,40.797,59.203,55.823,44.177,25.56,0.950,bicubic,-53.203,-43.057,-23
levit_conv_192.fb_dist_in1k,224,40.790,59.210,56.640,43.360,10.95,0.900,bicubic,-52.920,-42.190,+40
tiny_vit_5m_224.in1k,224,40.787,59.213,57.257,42.743,5.39,0.950,bicubic,-53.013,-41.653,+10
resnet101.gluon_in1k,224,40.787,59.213,56.230,43.770,44.55,0.875,bicubic,-53.033,-42.480,+7
resnext50d_32x4d.bt_in1k,224,40.787,59.213,55.973,44.027,25.05,0.950,bicubic,-53.073,-42.887,-2
eca_resnet33ts.ra2_in1k,256,40.780,59.220,57.633,42.367,19.68,1.000,bicubic,-53.070,-41.297,-2
halonet50ts.a1h_in1k,256,40.770,59.230,55.380,44.620,22.73,0.940,bicubic,-53.940,-43.760,-222
ecaresnet50t.a1_in1k,224,40.753,59.247,55.163,44.837,25.57,1.000,bicubic,-53.567,-43.677,-111
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,40.733,59.267,56.200,43.800,5.76,1.000,bicubic,-53.727,-42.680,-156
hrnet_w40.ms_in1k,224,40.700,59.300,56.857,43.143,57.56,0.875,bilinear,-53.060,-41.973,+19
repvgg_b1.rvgg_in1k,224,40.693,59.307,57.803,42.197,57.42,0.875,bilinear,-52.727,-40.967,+106
skresnext50_32x4d.ra_in1k,224,40.690,59.310,56.000,44.000,27.48,0.875,bicubic,-53.290,-42.820,-30
vit_base_patch32_384.augreg_in1k,384,40.690,59.310,55.237,44.763,88.30,1.000,bicubic,-52.490,-43.383,+139
resnet50.d_in1k,224,40.683,59.317,55.347,44.653,25.56,1.000,bicubic,-52.897,-43.503,+64
resmlp_24_224.fb_in1k,224,40.677,59.323,56.617,43.383,30.02,0.875,bicubic,-52.753,-42.203,+99
resnetaa50.a1h_in1k,288,40.663,59.337,56.157,43.843,25.56,1.000,bicubic,-54.197,-42.983,-267
lamhalobotnet50ts_256.a1h_in1k,256,40.650,59.350,56.103,43.897,22.57,0.950,bicubic,-54.120,-43.027,-251
tf_efficientnet_lite3.in1k,300,40.647,59.353,56.743,43.257,8.20,0.904,bilinear,-53.523,-42.117,-78
ese_vovnet39b.ra_in1k,288,40.637,59.363,56.690,43.310,24.57,0.950,bicubic,-53.863,-42.400,-176
resnet50.am_in1k,224,40.593,59.407,57.333,42.667,25.56,0.875,bicubic,-53.037,-41.627,+42
resnext50_32x4d.ra_in1k,288,40.580,59.420,56.190,43.810,25.03,0.950,bicubic,-53.730,-42.980,-122
mobilevitv2_175.cvnets_in1k,256,40.570,59.430,56.230,43.770,14.25,0.888,bicubic,-53.700,-42.590,-110
dla169.in1k,224,40.547,59.453,57.387,42.613,53.39,0.875,bilinear,-53.233,-41.473,0
repvgg_b2.rvgg_in1k,224,40.533,59.467,57.787,42.213,89.02,0.875,bilinear,-53.037,-41.073,+55
regnetx_320.pycls_in1k,224,40.533,59.467,55.660,44.340,107.81,0.875,bicubic,-53.677,-43.180,-97
xcit_tiny_12_p8_224.fb_in1k,224,40.527,59.473,55.560,44.440,6.71,1.000,bicubic,-53.823,-43.490,-139
resnext50_32x4d.a1_in1k,224,40.527,59.473,54.477,45.523,25.03,1.000,bicubic,-53.253,-44.413,-3
pit_xs_224.in1k,224,40.523,59.477,56.523,43.477,10.62,0.900,bicubic,-52.377,-41.797,+167
wide_resnet101_2.tv_in1k,224,40.517,59.483,55.997,44.003,126.89,0.875,bilinear,-53.243,-42.823,-1
tresnet_m.miil_in1k_448,448,40.513,59.487,56.650,43.350,31.39,0.875,bilinear,-54.167,-42.440,-237
efficientnet_b2_pruned.in1k,260,40.467,59.533,56.630,43.370,8.31,0.890,bicubic,-53.333,-42.210,-16
resnet50.a1_in1k,224,40.460,59.540,54.750,45.250,25.56,1.000,bicubic,-53.230,-43.720,+15
regnetz_b16.ra3_in1k,288,40.440,59.560,56.050,43.950,9.72,1.000,bicubic,-54.240,-43.090,-238
darknetaa53.c2ns_in1k,256,40.427,59.573,55.907,44.093,36.02,1.000,bilinear,-53.353,-43.063,-12
vit_base_patch16_384.augreg_in1k,384,40.420,59.580,53.280,46.720,86.86,1.000,bicubic,-54.040,-45.800,-179
tf_efficientnet_b0.ap_in1k,224,40.397,59.603,56.837,43.163,5.29,0.875,bicubic,-52.223,-41.873,+195
eca_resnet33ts.ra2_in1k,288,40.393,59.607,57.343,42.657,19.68,1.000,bicubic,-53.867,-41.667,-122
skresnet34.ra_in1k,224,40.390,59.610,56.777,43.223,22.28,0.875,bicubic,-52.180,-41.763,+201
hgnet_tiny.paddle_in1k,288,40.367,59.633,56.510,43.490,14.74,1.000,bicubic,-53.943,-42.530,-141
regnetx_160.pycls_in1k,224,40.343,59.657,56.110,43.890,54.28,0.875,bicubic,-53.567,-42.970,-49
legacy_seresnext101_32x4d.in1k,224,40.330,59.670,54.863,45.137,48.96,0.875,bilinear,-53.920,-44.107,-121
coat_mini.in1k,224,40.323,59.677,55.153,44.847,10.34,0.900,bicubic,-54.427,-43.897,-271
resnet34d.ra2_in1k,288,40.310,59.690,56.160,43.840,21.82,0.950,bicubic,-53.330,-42.620,+15
xception65.tf_in1k,299,40.303,59.697,55.263,44.737,39.92,0.903,bicubic,-53.517,-43.457,-34
densenet201.tv_in1k,224,40.300,59.700,56.757,43.243,20.01,0.875,bicubic,-52.440,-41.923,+172
coat_lite_mini.in1k,224,40.300,59.700,55.657,44.343,11.01,0.900,bicubic,-53.220,-43.143,+45
sebotnet33ts_256.a1h_in1k,256,40.293,59.707,53.147,46.853,13.70,0.940,bicubic,-54.057,-45.943,-157
mobileone_s2.apple_in1k,224,40.287,59.713,57.993,42.007,7.88,0.900,bilinear,-52.343,-40.687,+179
efficientnet_el_pruned.in1k,300,40.283,59.717,56.727,43.273,10.59,0.904,bicubic,-53.787,-42.203,-88
seresnet33ts.ra2_in1k,256,40.260,59.740,56.987,43.013,19.78,1.000,bicubic,-53.830,-41.833,-93
resnet101.a2_in1k,288,40.253,59.747,54.237,45.763,44.55,1.000,bicubic,-54.637,-44.993,-313
resnet50.ra_in1k,288,40.247,59.753,56.270,43.730,25.56,0.950,bicubic,-53.923,-42.650,-110
resnet50.c2_in1k,288,40.193,59.807,55.240,44.760,25.56,1.000,bicubic,-54.067,-43.760,-137
seresnet50.a1_in1k,224,40.180,59.820,55.220,44.780,28.09,1.000,bicubic,-53.570,-43.520,-22
hrnet_w48.ms_in1k,224,40.163,59.837,56.603,43.397,77.47,0.875,bilinear,-53.887,-42.347,-89
poolformerv2_s12.sail_in1k,224,40.150,59.850,57.463,42.537,11.89,1.000,bicubic,-52.740,-41.187,+143
densenetblur121d.ra_in1k,224,40.143,59.857,57.227,42.773,8.00,0.950,bicubic,-52.307,-41.283,+191
resnetblur50.bt_in1k,288,40.143,59.857,56.230,43.770,25.56,0.950,bicubic,-54.027,-42.710,-118
darknetaa53.c2ns_in1k,288,40.137,59.863,55.777,44.223,36.02,1.000,bilinear,-54.113,-43.263,-138
mobilevitv2_200.cvnets_in1k,256,40.137,59.863,55.583,44.417,18.45,0.888,bicubic,-54.423,-43.427,-228
efficientnet_b0.ra4_e3600_r224_in1k,256,40.117,59.883,56.133,43.867,5.29,1.000,bicubic,-53.383,-42.537,+32
vit_base_patch16_224.sam_in1k,224,40.113,59.887,55.543,44.457,86.57,0.900,bicubic,-53.777,-43.257,-67
hrnet_w30.ms_in1k,224,40.107,59.893,57.130,42.870,37.71,0.875,bilinear,-53.293,-41.700,+59
resnet50d.a1_in1k,224,40.103,59.897,54.257,45.743,25.58,1.000,bicubic,-53.847,-44.613,-76
fastvit_t12.apple_in1k,256,40.083,59.917,55.250,44.750,7.55,0.900,bicubic,-53.417,-43.520,+31
legacy_seresnet152.in1k,224,40.073,59.927,55.887,44.113,66.82,0.875,bilinear,-53.367,-42.873,+45
efficientnet_b0.ra4_e3600_r224_in1k,224,40.070,59.930,56.257,43.743,5.29,1.000,bicubic,-52.720,-42.313,+142
tf_efficientnet_b1.aa_in1k,240,40.040,59.960,56.170,43.830,7.79,0.882,bicubic,-53.680,-42.630,-29
resnet50_gn.a1h_in1k,288,40.037,59.963,54.967,45.033,25.56,0.950,bicubic,-54.583,-44.183,-261
gcresnet33ts.ra2_in1k,256,40.000,60.000,56.307,43.693,19.88,1.000,bicubic,-53.800,-42.633,-54
resnet50.d_in1k,288,39.987,60.013,54.683,45.317,25.56,1.000,bicubic,-54.483,-44.307,-220
resnet101c.gluon_in1k,224,39.983,60.017,55.233,44.767,44.57,0.875,bicubic,-53.747,-43.527,-35
regnetx_080.pycls_in1k,224,39.977,60.023,56.043,43.957,39.57,0.875,bicubic,-53.813,-42.787,-56
darknet53.c2ns_in1k,256,39.967,60.033,55.963,44.037,41.61,1.000,bicubic,-54.253,-43.037,-148
seresnet33ts.ra2_in1k,288,39.927,60.073,56.343,43.657,19.78,1.000,bicubic,-54.333,-42.697,-158
fastvit_s12.apple_in1k,256,39.927,60.073,54.843,45.157,9.47,0.900,bicubic,-53.773,-43.827,-32
resnet34.a1_in1k,224,39.923,60.077,54.367,45.633,21.80,1.000,bicubic,-51.897,-44.063,+218
resmlp_12_224.fb_distilled_in1k,224,39.883,60.117,57.423,42.577,15.35,0.875,bicubic,-52.997,-41.237,+122
convnext_pico_ols.d1_in1k,288,39.837,60.163,55.580,44.420,9.06,1.000,bicubic,-54.223,-43.350,-114
res2net50_26w_8s.in1k,224,39.797,60.203,54.897,45.103,48.40,0.875,bilinear,-53.613,-43.793,+40
ecaresnet50t.a3_in1k,160,39.793,60.207,55.553,44.447,25.57,0.950,bicubic,-52.807,-43.047,+151
tf_efficientnetv2_b0.in1k,224,39.787,60.213,56.310,43.690,7.14,0.875,bicubic,-53.273,-42.390,+79
tf_efficientnetv2_b0.in1k,192,39.787,60.213,56.257,43.743,7.14,0.875,bicubic,-52.473,-42.113,+188
convnextv2_femto.fcmae_ft_in1k,224,39.773,60.227,55.823,44.177,5.23,0.950,bicubic,-53.237,-42.807,+86
res2net101_26w_4s.in1k,224,39.763,60.237,54.583,45.417,45.21,0.875,bilinear,-53.767,-44.037,+4
darknet53.c2ns_in1k,288,39.747,60.253,55.363,44.637,41.61,1.000,bicubic,-54.623,-43.727,-209
vit_small_patch32_224.augreg_in21k_ft_in1k,224,39.747,60.253,55.293,44.707,22.88,0.900,bicubic,-52.443,-43.187,+188
regnetx_120.pycls_in1k,224,39.737,60.263,55.663,44.337,46.11,0.875,bicubic,-54.563,-43.237,-184
hrnet_w44.ms_in1k,224,39.680,60.320,55.327,44.673,67.06,0.875,bilinear,-53.950,-43.523,-30
xception41.tf_in1k,299,39.663,60.337,55.010,44.990,26.97,0.903,bicubic,-53.817,-43.730,+11
dla102x.in1k,224,39.653,60.347,56.490,43.510,26.31,0.875,bilinear,-53.917,-42.580,-11
lambda_resnet50ts.a1h_in1k,256,39.650,60.350,54.313,45.687,21.54,0.950,bicubic,-54.920,-44.857,-264
tf_efficientnetv2_b1.in1k,240,39.640,60.360,55.470,44.530,8.14,0.882,bicubic,-54.090,-43.380,-57
densenet161.tv_in1k,224,39.637,60.363,56.190,43.810,28.68,0.875,bicubic,-53.293,-42.620,+95
resmlp_big_24_224.fb_in1k,224,39.637,60.363,54.830,45.170,129.14,0.875,bicubic,-54.633,-44.120,-181
sehalonet33ts.ra2_in1k,256,39.627,60.373,53.993,46.007,13.69,0.940,bicubic,-54.883,-44.787,-254
resnet33ts.ra2_in1k,256,39.620,60.380,55.933,44.067,19.68,1.000,bicubic,-54.130,-42.747,-66
tf_efficientnet_b2.in1k,260,39.610,60.390,56.193,43.807,9.11,0.890,bicubic,-54.130,-42.477,-65
mixnet_xl.ra_in1k,224,39.567,60.433,55.840,44.160,11.90,0.875,bicubic,-54.683,-43.110,-176
hrnet_w32.ms_in1k,224,39.527,60.473,56.257,43.743,41.23,0.875,bilinear,-53.433,-42.223,+82
vit_small_patch16_384.augreg_in1k,384,39.523,60.477,54.200,45.800,22.20,1.000,bicubic,-55.147,-44.950,-302
xcit_tiny_12_p16_224.fb_in1k,224,39.483,60.517,55.020,44.980,6.72,1.000,bicubic,-53.057,-43.630,+139
levit_128.fb_dist_in1k,224,39.470,60.530,55.337,44.663,9.21,0.900,bicubic,-53.590,-43.483,+60
levit_conv_128.fb_dist_in1k,224,39.460,60.540,55.440,44.560,9.21,0.900,bicubic,-53.590,-43.220,+61
rexnet_130.nav_in1k,224,39.453,60.547,56.620,43.380,7.56,0.875,bicubic,-54.227,-42.090,-57
ecaresnet50t.a1_in1k,288,39.443,60.557,53.630,46.370,25.57,1.000,bicubic,-55.457,-45.560,-374
convnext_pico.d1_in1k,288,39.430,60.570,55.363,44.637,9.05,0.950,bicubic,-54.600,-43.657,-136
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,39.403,60.597,57.880,42.120,25.55,1.000,bilinear,-55.347,-41.170,-341
resnext50_32x4d.a2_in1k,224,39.400,60.600,53.827,46.173,25.03,1.000,bicubic,-54.410,-44.713,-96
regnety_064.pycls_in1k,224,39.397,60.603,55.817,44.183,30.58,0.875,bicubic,-54.723,-43.243,-157
regnety_120.pycls_in1k,224,39.397,60.603,55.347,44.653,51.82,0.875,bicubic,-54.673,-43.733,-151
seresnet50.a2_in1k,224,39.360,60.640,53.897,46.103,28.09,1.000,bicubic,-54.260,-44.863,-46
tf_efficientnet_el.in1k,300,39.357,60.643,55.487,44.513,10.59,0.904,bicubic,-55.013,-43.343,-236
inception_v3.tf_in1k,299,39.353,60.647,54.380,45.620,23.83,0.875,bicubic,-53.857,-43.940,+34
ecaresnet50t.a2_in1k,224,39.347,60.653,54.430,45.570,25.57,1.000,bicubic,-54.803,-44.450,-169
resnet50.bt_in1k,224,39.343,60.657,55.983,44.017,25.56,0.950,bicubic,-53.647,-42.747,+58
gcresnet33ts.ra2_in1k,288,39.343,60.657,55.917,44.083,19.88,1.000,bicubic,-55.007,-42.633,-228
resnet32ts.ra2_in1k,256,39.297,60.703,56.270,43.730,17.96,1.000,bicubic,-54.063,-42.350,+12
resnet101.tv_in1k,224,39.297,60.703,55.857,44.143,44.55,0.875,bilinear,-53.593,-42.673,+78
regnety_160.pycls_in1k,224,39.297,60.703,55.393,44.607,83.59,0.875,bicubic,-54.833,-43.457,-170
repghostnet_200.in1k,224,39.287,60.713,56.493,43.507,9.80,0.875,bicubic,-54.253,-42.097,-35
resnet101.a3_in1k,224,39.280,60.720,53.703,46.297,44.55,0.950,bicubic,-54.590,-45.137,-123
resnext50_32x4d.a1_in1k,288,39.280,60.720,53.380,46.620,25.03,1.000,bicubic,-55.090,-45.390,-240
mobilevitv2_150.cvnets_in1k,256,39.277,60.723,55.177,44.823,10.59,0.888,bicubic,-54.793,-43.843,-161
resnet50s.gluon_in1k,224,39.267,60.733,55.093,44.907,25.68,0.875,bicubic,-54.313,-43.557,-49
densenet121.ra_in1k,224,39.257,60.743,56.760,43.240,7.98,0.950,bicubic,-52.453,-41.700,+176
tf_efficientnetv2_b2.in1k,260,39.193,60.807,54.623,45.377,10.10,0.890,bicubic,-54.877,-44.387,-165
densenet169.tv_in1k,224,39.190,60.810,55.857,44.143,14.15,0.875,bicubic,-53.150,-42.713,+130
resnext50d_32x4d.bt_in1k,288,39.150,60.850,54.400,45.600,25.05,0.950,bicubic,-55.290,-44.640,-266
legacy_seresnet101.in1k,224,39.113,60.887,55.110,44.890,49.33,0.875,bilinear,-54.177,-43.670,+9
ecaresnet26t.ra2_in1k,256,39.073,60.927,55.757,44.243,16.01,0.950,bicubic,-54.517,-43.233,-57
efficientnet_b1_pruned.in1k,240,39.067,60.933,55.790,44.210,6.33,0.882,bicubic,-53.993,-42.920,+32
repvgg_b1g4.rvgg_in1k,224,39.050,60.950,56.493,43.507,39.97,0.875,bilinear,-54.010,-42.057,+27
resnet50.a1_in1k,288,38.990,61.010,53.270,46.730,25.56,1.000,bicubic,-55.320,-45.490,-233
regnety_080.pycls_in1k,224,38.987,61.013,55.200,44.800,39.18,0.875,bicubic,-54.913,-43.790,-141
resnext50_32x4d.a3_in1k,160,38.977,61.023,54.143,45.857,25.03,0.950,bicubic,-53.373,-44.217,+120
inception_v3.tv_in1k,299,38.963,61.037,53.830,46.170,23.83,0.875,bicubic,-53.937,-44.860,+60
convnext_femto.d1_in1k,224,38.943,61.057,55.507,44.493,5.22,0.950,bicubic,-53.707,-43.143,+88
crossvit_9_dagger_240.in1k,240,38.943,61.057,54.913,45.087,8.78,0.875,bicubic,-53.837,-43.657,+73
dla102.in1k,224,38.913,61.087,55.377,44.623,33.27,0.875,bilinear,-54.377,-43.373,-2
legacy_seresnext50_32x4d.in1k,224,38.913,61.087,54.627,45.373,27.56,0.875,bilinear,-54.497,-44.273,-22
resnet50.a2_in1k,224,38.887,61.113,53.027,46.973,25.56,1.000,bicubic,-54.683,-45.683,-60
regnety_040.pycls_in1k,224,38.860,61.140,55.637,44.363,20.65,0.875,bicubic,-54.770,-43.323,-83
visformer_tiny.in1k,224,38.860,61.140,55.037,44.963,10.32,0.900,bicubic,-54.110,-43.743,+34
res2net101d.in1k,224,38.827,61.173,53.017,46.983,45.23,0.875,bilinear,-55.723,-46.063,-311
resnet50d.a2_in1k,224,38.817,61.183,53.797,46.203,25.58,1.000,bicubic,-54.833,-44.843,-90
regnetx_040.pycls_in1k,224,38.807,61.193,55.500,44.500,22.12,0.875,bicubic,-54.883,-43.450,-101
efficientvit_m5.r224_in1k,224,38.777,61.223,55.013,44.987,12.47,0.875,bicubic,-53.353,-43.497,+132
regnetx_032.pycls_in1k,224,38.757,61.243,55.147,44.853,15.30,0.875,bicubic,-54.543,-43.553,-12
res2net50_14w_8s.in1k,224,38.707,61.293,54.177,45.823,25.06,0.875,bilinear,-54.303,-44.423,+21
res2net50_26w_6s.in1k,224,38.700,61.300,53.780,46.220,37.05,0.875,bilinear,-54.880,-44.980,-74
dla60_res2net.in1k,224,38.690,61.310,54.623,45.377,20.85,0.875,bilinear,-54.750,-44.227,-42
dpn68.mx_in1k,224,38.687,61.313,54.747,45.253,12.61,0.875,bicubic,-53.623,-43.863,+109
densenetblur121d.ra_in1k,288,38.683,61.317,55.617,44.383,8.00,0.950,bicubic,-54.327,-43.163,+19
wide_resnet50_2.tv_in1k,224,38.663,61.337,54.543,45.457,68.88,0.875,bilinear,-54.807,-44.297,-52
selecsls60.in1k,224,38.653,61.347,55.710,44.290,30.67,0.875,bicubic,-54.327,-43.120,+19
resnet33ts.ra2_in1k,288,38.653,61.347,55.223,44.777,19.68,1.000,bicubic,-55.297,-43.247,-169
regnetx_016.tv2_in1k,224,38.630,61.370,54.773,45.227,9.19,0.965,bicubic,-55.390,-44.147,-183
dpn68b.mx_in1k,224,38.623,61.377,55.200,44.800,12.61,0.875,bicubic,-54.337,-43.480,+25
dla60x.in1k,224,38.617,61.383,55.497,44.503,17.35,0.875,bilinear,-54.603,-43.223,-13
selecsls60b.in1k,224,38.583,61.417,55.337,44.663,32.77,0.875,bicubic,-54.897,-43.503,-61
resnetrs50.tf_in1k,160,38.573,61.427,54.097,45.903,35.69,0.910,bicubic,-54.347,-44.663,+31
tf_efficientnet_b0.aa_in1k,224,38.557,61.443,56.133,43.867,5.29,0.875,bicubic,-53.833,-42.377,+91
resnet32ts.ra2_in1k,288,38.523,61.477,55.557,44.443,17.96,1.000,bicubic,-55.077,-43.273,-93
dla60_res2next.in1k,224,38.523,61.477,55.037,44.963,17.03,0.875,bilinear,-55.087,-43.603,-97
seresnet50.a1_in1k,288,38.517,61.483,53.400,46.600,28.09,1.000,bicubic,-55.693,-45.620,-234
repvgg_a2.rvgg_in1k,224,38.513,61.487,55.817,44.183,28.21,0.875,bilinear,-54.147,-42.743,+58
hardcorenas_f.miil_green_in1k,224,38.513,61.487,55.727,44.273,8.20,0.875,bilinear,-54.507,-42.983,+1
hrnet_w18_small_v2.gluon_in1k,224,38.503,61.497,56.240,43.760,15.60,0.875,bicubic,-54.467,-42.500,+8
regnetx_064.pycls_in1k,224,38.500,61.500,55.040,44.960,26.21,0.875,bicubic,-55.160,-43.780,-120
hrnet_w18.ms_in1k,224,38.467,61.533,55.797,44.203,21.30,0.875,bilinear,-54.283,-42.853,+44
resnet50.gluon_in1k,224,38.460,61.540,54.893,45.107,25.56,0.875,bicubic,-54.110,-43.707,+66
resmlp_12_224.fb_in1k,224,38.450,61.550,56.363,43.637,15.35,0.875,bicubic,-53.680,-42.207,+106
tf_efficientnet_cc_b0_4e.in1k,224,38.437,61.563,55.193,44.807,13.31,0.875,bicubic,-54.423,-43.247,+30
resnet50d.a1_in1k,288,38.413,61.587,52.863,47.137,25.58,1.000,bicubic,-55.947,-45.937,-290
ghostnetv2_160.in1k,224,38.403,61.597,55.640,44.360,12.39,0.875,bicubic,-54.737,-43.010,-21
tinynet_a.in1k,192,38.347,61.653,55.497,44.503,6.19,0.875,bicubic,-54.473,-43.073,+29
regnety_008_tv.tv2_in1k,224,38.330,61.670,54.383,45.617,6.43,0.965,bicubic,-54.840,-43.957,-25
resnet34.a1_in1k,288,38.317,61.683,52.337,47.663,21.80,1.000,bicubic,-54.693,-46.363,-7
resnet26t.ra2_in1k,256,38.310,61.690,55.610,44.390,16.01,1.000,bicubic,-54.620,-42.920,+11
densenet121.ra_in1k,288,38.237,61.763,55.203,44.797,7.98,0.950,bicubic,-54.513,-43.317,+35
mixnet_l.ft_in1k,224,38.227,61.773,54.873,45.127,7.33,0.875,bicubic,-55.043,-43.877,-40
regnety_032.pycls_in1k,224,38.210,61.790,54.457,45.543,19.44,0.875,bicubic,-55.300,-44.423,-92
ecaresnet50t.a3_in1k,224,38.203,61.797,53.593,46.407,25.57,0.950,bicubic,-55.657,-45.087,-184
resnet50d.a3_in1k,160,38.187,61.813,53.827,46.173,25.58,0.950,bicubic,-54.093,-44.503,+81
poolformer_s12.sail_in1k,224,38.177,61.823,56.350,43.650,11.92,0.900,bicubic,-54.333,-42.040,+57
efficientnet_b1.ft_in1k,256,38.170,61.830,54.033,45.967,7.79,1.000,bicubic,-54.850,-44.617,-19
ecaresnet50t.a2_in1k,288,38.147,61.853,53.023,46.977,25.57,1.000,bicubic,-56.463,-46.117,-378
hardcorenas_e.miil_green_in1k,224,38.137,61.863,55.203,44.797,8.07,0.875,bilinear,-54.813,-43.457,-3
vit_base_patch16_224.augreg_in1k,224,38.137,61.863,50.680,49.320,86.57,0.900,bicubic,-55.203,-47.980,-57
convnext_femto_ols.d1_in1k,224,38.097,61.903,54.223,45.777,5.23,0.950,bicubic,-54.483,-44.407,+45
coat_lite_tiny.in1k,224,38.067,61.933,53.453,46.547,5.72,0.900,bicubic,-54.813,-45.197,+9
gmixer_24_224.ra3_in1k,224,37.983,62.017,52.147,47.853,24.72,0.875,bicubic,-54.687,-46.093,+29
hardcorenas_c.miil_green_in1k,224,37.980,62.020,55.700,44.300,5.52,0.875,bilinear,-54.340,-42.940,+67
resnet50.a3_in1k,160,37.960,62.040,53.320,46.680,25.56,0.950,bicubic,-53.700,-44.930,+112
resnext50_32x4d.a2_in1k,288,37.953,62.047,52.380,47.620,25.03,1.000,bicubic,-56.237,-46.360,-259
resnetrs50.tf_in1k,224,37.937,62.063,53.313,46.687,35.69,0.910,bicubic,-56.093,-45.517,-223
mobilevitv2_125.cvnets_in1k,256,37.917,62.083,54.110,45.890,7.48,0.888,bicubic,-55.563,-44.730,-99
resnet34.a2_in1k,224,37.903,62.097,52.890,47.110,21.80,1.000,bicubic,-53.457,-45.220,+120
resnet50c.gluon_in1k,224,37.887,62.113,54.203,45.797,25.58,0.875,bicubic,-55.043,-44.507,-11
res2net50_26w_4s.in1k,224,37.887,62.113,53.150,46.850,25.70,0.875,bilinear,-55.303,-45.530,-49
resnest14d.gluon_in1k,224,37.840,62.160,56.617,43.383,10.61,0.875,bilinear,-53.300,-41.733,+134
efficientnet_es.ra_in1k,224,37.840,62.160,54.977,45.023,5.44,0.875,bicubic,-55.100,-43.683,-16
efficientformerv2_s0.snap_dist_in1k,224,37.820,62.180,54.047,45.953,3.60,0.950,bicubic,-54.050,-44.353,+90
cs3darknet_focus_m.c2ns_in1k,256,37.813,62.187,54.680,45.320,9.30,0.950,bicubic,-54.667,-43.760,+39
convnext_femto.d1_in1k,288,37.803,62.197,54.297,45.703,5.22,0.950,bicubic,-55.657,-44.453,-100
resnext50_32x4d.tv_in1k,224,37.787,62.213,54.143,45.857,25.03,0.875,bilinear,-55.113,-44.647,-11
pit_ti_distilled_224.in1k,224,37.760,62.240,55.683,44.317,5.10,0.900,bicubic,-52.990,-42.407,+141
seresnet50.a2_in1k,288,37.737,62.263,52.320,47.680,28.09,1.000,bicubic,-56.713,-46.520,-349
efficientnet_b1.ft_in1k,224,37.697,62.303,53.580,46.420,7.79,1.000,bicubic,-54.453,-44.810,+67
seresnet50.a3_in1k,160,37.613,62.387,53.253,46.747,28.09,0.950,bicubic,-53.657,-44.977,+114
ecaresnet26t.ra2_in1k,320,37.600,62.400,54.383,45.617,16.01,0.950,bicubic,-56.360,-44.537,-228
hardcorenas_d.miil_green_in1k,224,37.593,62.407,54.723,45.277,7.50,0.875,bilinear,-55.027,-43.757,+17
vit_base_patch32_224.augreg_in1k,224,37.590,62.410,51.877,48.123,88.22,0.900,bicubic,-53.010,-45.843,+141
resnet50.bt_in1k,288,37.577,62.423,53.763,46.237,25.56,0.950,bicubic,-56.433,-45.127,-239
res2next50.in1k,224,37.530,62.470,52.880,47.120,24.67,0.875,bilinear,-55.610,-45.850,-60
fastvit_t8.apple_dist_in1k,256,37.513,62.487,53.863,46.137,4.03,0.900,bicubic,-55.077,-44.777,+18
convnextv2_femto.fcmae_ft_in1k,288,37.487,62.513,53.620,46.380,5.23,0.950,bicubic,-56.273,-44.900,-192
lambda_resnet26t.c1_in1k,256,37.397,62.603,53.533,46.467,10.96,0.940,bicubic,-56.043,-45.317,-106
hrnet_w18.ms_aug_in1k,224,37.380,62.620,54.163,45.837,21.30,0.950,bilinear,-56.090,-44.837,-118
convnextv2_atto.fcmae_ft_in1k,224,37.373,62.627,53.413,46.587,3.71,0.950,bicubic,-54.427,-44.787,+76
resnet34.bt_in1k,224,37.363,62.637,53.910,46.090,21.80,0.950,bicubic,-53.797,-44.180,+112
hardcorenas_b.miil_green_in1k,224,37.280,62.720,55.010,44.990,5.18,0.875,bilinear,-54.680,-43.410,+64
convnext_femto_ols.d1_in1k,288,37.273,62.727,53.163,46.837,5.23,0.950,bicubic,-56.137,-45.637,-106
mobilenetv3_large_100.miil_in21k_ft_in1k,224,37.253,62.747,53.560,46.440,5.48,0.875,bilinear,-54.977,-44.670,+47
resnet50d.a2_in1k,288,37.237,62.763,51.827,48.173,25.58,1.000,bicubic,-57.243,-47.083,-376
res2net50d.in1k,224,37.220,62.780,51.303,48.697,25.72,0.875,bilinear,-57.050,-47.577,-314
resnet50.a2_in1k,288,37.203,62.797,51.450,48.550,25.56,1.000,bicubic,-56.927,-47.700,-278
res2net50_48w_2s.in1k,224,37.193,62.807,53.413,46.587,25.29,0.875,bilinear,-55.617,-45.197,-21
dla60.in1k,224,37.177,62.823,54.313,45.687,22.04,0.875,bilinear,-55.533,-44.237,-10
cs3darknet_focus_m.c2ns_in1k,288,37.173,62.827,53.967,46.033,9.30,0.950,bicubic,-55.947,-44.773,-74
fastvit_t8.apple_in1k,256,37.153,62.847,53.160,46.840,4.03,0.900,bicubic,-54.787,-45.250,+57
cs3darknet_m.c2ns_in1k,256,37.133,62.867,53.777,46.223,9.31,0.950,bicubic,-55.647,-44.723,-22
vit_small_patch16_224.augreg_in1k,224,37.130,62.870,51.603,48.397,22.05,0.900,bicubic,-56.330,-47.237,-127
regnety_016.pycls_in1k,224,37.127,62.873,54.163,45.837,11.20,0.875,bicubic,-55.923,-44.527,-70
lambda_resnet26rpt_256.c1_in1k,256,37.127,62.873,53.850,46.150,10.99,0.940,bicubic,-56.293,-45.030,-121
eca_halonext26ts.c1_in1k,256,37.127,62.873,53.090,46.910,10.76,0.940,bicubic,-56.433,-45.600,-152
bat_resnext26ts.ch_in1k,256,37.107,62.893,53.737,46.263,10.73,0.900,bicubic,-56.013,-45.013,-80
tf_mixnet_l.in1k,224,37.057,62.943,52.760,47.240,7.33,0.875,bicubic,-55.993,-45.770,-72
rexnet_100.nav_in1k,224,37.050,62.950,54.090,45.910,4.80,0.875,bicubic,-55.780,-44.550,-35
mobileone_s1.apple_in1k,224,37.037,62.963,54.653,45.347,4.83,0.900,bilinear,-54.753,-43.797,+57
tf_efficientnet_b1.in1k,240,37.033,62.967,53.457,46.543,7.79,0.882,bicubic,-55.907,-45.233,-54
botnet26t_256.c1_in1k,256,36.980,63.020,53.090,46.910,12.49,0.950,bicubic,-56.430,-45.570,-122
mobilenetv1_100h.ra4_e3600_r224_in1k,224,36.970,63.030,53.153,46.847,5.28,0.950,bicubic,-54.280,-44.677,+84
resnet34.a2_in1k,288,36.967,63.033,51.520,48.480,21.80,1.000,bicubic,-55.603,-46.990,-8
legacy_seresnet50.in1k,224,36.923,63.077,53.480,46.520,28.09,0.875,bilinear,-55.737,-45.050,-23
tf_efficientnet_lite2.in1k,260,36.907,63.093,53.383,46.617,6.09,0.890,bicubic,-55.803,-45.237,-26
ghostnetv2_130.in1k,224,36.870,63.130,54.220,45.780,8.96,0.875,bicubic,-55.400,-44.140,+20
regnetx_016.pycls_in1k,224,36.847,63.153,53.400,46.600,9.19,0.875,bicubic,-55.773,-45.170,-20
mobilenetv1_100h.ra4_e3600_r224_in1k,256,36.790,63.210,53.130,46.870,5.28,0.950,bicubic,-55.560,-45.130,+7
halonet26t.a1h_in1k,256,36.783,63.217,52.233,47.767,12.48,0.950,bicubic,-56.827,-46.457,-182
densenet121.tv_in1k,224,36.757,63.243,53.997,46.003,7.98,0.875,bicubic,-54.683,-44.243,+65
mobilenetv2_120d.ra_in1k,224,36.727,63.273,53.953,46.047,5.83,0.875,bicubic,-55.933,-44.707,-29
hardcorenas_a.miil_green_in1k,224,36.713,63.287,54.863,45.137,5.26,0.875,bilinear,-54.957,-43.397,+51
eca_botnext26ts_256.c1_in1k,256,36.700,63.300,52.607,47.393,10.59,0.950,bicubic,-56.700,-46.143,-131
repghostnet_150.in1k,224,36.693,63.307,54.193,45.807,6.58,0.875,bicubic,-55.727,-44.347,-4
efficientnet_b0.ra_in1k,224,36.673,63.327,53.597,46.403,5.29,0.875,bicubic,-55.777,-45.093,-10
tf_efficientnet_lite1.in1k,240,36.670,63.330,53.737,46.263,5.42,0.882,bicubic,-55.640,-44.783,+5
convnext_atto.d2_in1k,224,36.627,63.373,53.440,46.560,3.70,0.950,bicubic,-55.263,-44.970,+32
resnext50_32x4d.a3_in1k,224,36.620,63.380,51.210,48.790,25.03,0.950,bicubic,-56.930,-47.560,-176
vit_base_patch32_224.sam_in1k,224,36.590,63.410,53.083,46.917,88.22,0.900,bicubic,-53.290,-44.807,+113
efficientvit_m4.r224_in1k,224,36.587,63.413,53.290,46.710,8.80,0.875,bicubic,-54.163,-44.800,+88
levit_128s.fb_dist_in1k,224,36.573,63.427,53.087,46.913,7.78,0.900,bicubic,-55.007,-45.333,+48
levit_conv_128s.fb_dist_in1k,224,36.570,63.430,53.073,46.927,7.78,0.900,bicubic,-54.970,-45.357,+49
xcit_nano_12_p8_224.fb_dist_in1k,224,36.530,63.470,52.887,47.113,3.05,1.000,bicubic,-55.860,-45.593,-12
repvgg_a1.rvgg_in1k,224,36.527,63.473,53.813,46.187,14.09,0.875,bilinear,-54.633,-44.297,+67
resnet34.a3_in1k,160,36.517,63.483,52.573,47.427,21.80,0.950,bicubic,-52.133,-44.797,+132
tf_efficientnet_em.in1k,240,36.477,63.523,52.907,47.093,6.90,0.882,bicubic,-56.723,-45.773,-118
mobilevitv2_100.cvnets_in1k,256,36.450,63.550,53.080,46.920,4.90,0.888,bicubic,-56.660,-45.680,-110
cs3darknet_m.c2ns_in1k,288,36.433,63.567,53.240,46.760,9.31,0.950,bicubic,-56.807,-45.470,-127
skresnet18.ra_in1k,224,36.333,63.667,54.257,45.743,11.96,0.875,bicubic,-53.837,-43.523,+99
repvgg_b0.rvgg_in1k,224,36.323,63.677,54.080,45.920,15.82,0.875,bilinear,-55.387,-44.150,+27
resnet34.bt_in1k,288,36.313,63.687,52.847,47.153,21.80,0.950,bicubic,-56.007,-45.483,-13
resnet50d.a3_in1k,224,36.310,63.690,51.330,48.670,25.58,0.950,bicubic,-57.090,-47.260,-151
mobilenetv1_100.ra4_e3600_r224_in1k,224,36.243,63.757,53.203,46.797,4.23,0.950,bicubic,-55.037,-44.937,+48
convnext_atto_ols.a2_in1k,224,36.233,63.767,52.373,47.627,3.70,0.950,bicubic,-55.637,-45.987,+17
xcit_nano_12_p16_384.fb_dist_in1k,384,36.193,63.807,53.193,46.807,3.05,1.000,bicubic,-55.947,-45.297,+1
resnet50.tv_in1k,224,36.157,63.843,52.870,47.130,25.56,0.875,bilinear,-55.993,-45.430,-3
legacy_seresnet34.in1k,224,36.157,63.843,52.563,47.437,21.96,0.875,bilinear,-55.303,-45.627,+38
resnet34.tv_in1k,224,36.140,63.860,53.547,46.453,21.80,0.875,bilinear,-54.150,-44.423,+85
efficientvit_m3.r224_in1k,224,36.137,63.863,52.550,47.450,6.90,0.875,bicubic,-53.923,-45.280,+90
deit_tiny_distilled_patch16_224.fb_in1k,224,36.120,63.880,54.280,45.720,5.91,0.900,bicubic,-54.990,-43.890,+57
coat_tiny.in1k,224,36.103,63.897,51.020,48.980,5.50,0.900,bicubic,-57.397,-47.660,-188
seresnext26ts.ch_in1k,256,36.087,63.913,53.977,46.023,10.39,1.000,bicubic,-56.473,-44.553,-44
resnet50.a3_in1k,224,36.050,63.950,50.647,49.353,25.56,0.950,bicubic,-56.920,-48.063,-105
tf_efficientnet_lite0.in1k,224,36.033,63.967,53.487,46.513,4.65,0.875,bicubic,-55.327,-44.603,+34
mobilenetv2_140.ra_in1k,224,36.010,63.990,53.977,46.023,6.11,0.875,bicubic,-56.070,-44.373,-4
convnextv2_atto.fcmae_ft_in1k,288,36.000,64.000,51.140,48.860,3.71,0.950,bicubic,-56.910,-47.440,-94
resnext26ts.ra2_in1k,256,35.847,64.153,53.660,46.340,10.30,1.000,bicubic,-56.143,-44.570,-3
resnet34.gluon_in1k,224,35.830,64.170,52.370,47.630,21.80,0.875,bicubic,-55.280,-45.890,+50
selecsls42b.in1k,224,35.823,64.177,52.557,47.443,32.46,0.875,bicubic,-56.657,-46.083,-46
mobilenetv1_100.ra4_e3600_r224_in1k,256,35.787,64.213,52.617,47.383,4.23,0.950,bicubic,-56.293,-45.653,-10
convnext_atto.d2_in1k,288,35.770,64.230,52.350,47.650,3.70,0.950,bicubic,-57.010,-46.250,-83
xcit_nano_12_p8_384.fb_dist_in1k,384,35.760,64.240,52.313,47.687,3.05,1.000,bicubic,-57.620,-46.567,-167
resnet26t.ra2_in1k,320,35.753,64.247,53.583,46.417,16.01,1.000,bicubic,-57.207,-45.267,-112
seresnet50.a3_in1k,224,35.727,64.273,51.273,48.727,28.09,0.950,bicubic,-56.653,-47.057,-41
seresnext26ts.ch_in1k,288,35.720,64.280,53.480,46.520,10.39,1.000,bicubic,-57.250,-45.010,-118
efficientnet_lite0.ra_in1k,224,35.693,64.307,53.717,46.283,4.65,0.875,bicubic,-55.577,-44.233,+26
mixnet_m.ft_in1k,224,35.657,64.343,52.450,47.550,5.01,0.875,bicubic,-56.603,-45.920,-30
resnet18.fb_ssl_yfcc100m_ft_in1k,224,35.647,64.353,53.820,46.180,11.69,0.875,bilinear,-55.043,-44.220,+51
dla34.in1k,224,35.647,64.353,52.837,47.163,15.74,0.875,bilinear,-55.613,-45.193,+26
resnet18d.ra2_in1k,224,35.640,64.360,53.560,46.440,11.71,0.950,bicubic,-54.130,-44.220,+76
mobilenetv3_rw.rmsp_in1k,224,35.633,64.367,53.780,46.220,5.48,0.875,bicubic,-55.917,-44.490,+9
regnetx_008.tv2_in1k,224,35.557,64.443,51.503,48.497,7.26,0.965,bicubic,-56.903,-46.947,-58
gcresnext26ts.ch_in1k,256,35.553,64.447,52.180,47.820,10.48,1.000,bicubic,-56.877,-46.290,-56
convnext_atto_ols.a2_in1k,288,35.553,64.447,51.447,48.553,3.70,0.950,bicubic,-57.397,-47.133,-120
eca_resnext26ts.ch_in1k,256,35.473,64.527,52.957,47.043,10.30,1.000,bicubic,-56.757,-45.713,-36
efficientnet_es_pruned.in1k,224,35.397,64.603,52.883,47.117,5.44,0.875,bicubic,-56.313,-45.357,-7
ese_vovnet19b_dw.ra_in1k,224,35.360,64.640,52.570,47.430,6.54,0.950,bicubic,-56.670,-45.860,-25
repghostnet_130.in1k,224,35.323,64.677,52.740,47.260,5.48,0.875,bicubic,-56.607,-45.620,-20
mobilenetv2_110d.ra_in1k,224,35.300,64.700,52.807,47.193,4.52,0.875,bicubic,-56.020,-45.343,+10
seresnext26t_32x4d.bt_in1k,224,35.300,64.700,52.090,47.910,16.81,0.950,bicubic,-57.450,-46.540,-95
tf_mixnet_m.in1k,224,35.247,64.753,51.013,48.987,5.01,0.875,bicubic,-56.973,-47.437,-40
hrnet_w18_small_v2.ms_in1k,224,35.233,64.767,52.543,47.457,15.60,0.875,bilinear,-55.937,-45.827,+18
xcit_nano_12_p16_224.fb_dist_in1k,224,35.210,64.790,52.607,47.393,3.05,1.000,bicubic,-55.000,-45.153,+53
mobilenetv4_conv_small.e2400_r224_in1k,256,35.183,64.817,53.027,46.973,3.77,0.950,bicubic,-55.917,-45.023,+25
convit_tiny.fb_in1k,224,35.097,64.903,51.810,48.190,5.71,0.875,bicubic,-55.483,-46.380,+39
resnet34.a3_in1k,224,35.090,64.910,50.520,49.480,21.80,0.950,bicubic,-55.210,-47.370,+46
mobilenetv4_conv_small.e2400_r224_in1k,224,35.060,64.940,52.743,47.257,3.77,0.950,bicubic,-55.340,-45.057,+42
seresnext26d_32x4d.bt_in1k,224,35.060,64.940,51.693,48.307,16.81,0.950,bicubic,-57.240,-46.867,-57
resnet18.a1_in1k,224,35.060,64.940,51.097,48.903,11.69,1.000,bicubic,-54.080,-46.233,+70
gcresnext26ts.ch_in1k,288,35.013,64.987,51.460,48.540,10.48,1.000,bicubic,-57.797,-46.990,-115
tinynet_b.in1k,188,35.003,64.997,52.107,47.893,3.73,0.875,bicubic,-56.127,-45.983,+14
regnety_004.tv2_in1k,224,34.940,65.060,51.410,48.590,4.34,0.965,bicubic,-56.650,-46.890,-15
eca_resnext26ts.ch_in1k,288,34.933,65.067,52.367,47.633,10.30,1.000,bicubic,-57.837,-46.343,-112
resnet26d.bt_in1k,224,34.927,65.073,52.597,47.403,16.01,0.950,bicubic,-57.363,-45.903,-61
regnety_008.pycls_in1k,224,34.883,65.117,51.887,48.113,6.26,0.875,bicubic,-56.997,-46.533,-35
resnext26ts.ra2_in1k,288,34.780,65.220,52.823,47.177,10.30,1.000,bicubic,-57.650,-45.567,-78
mobilenetv4_conv_small.e1200_r224_in1k,256,34.780,65.220,52.707,47.293,3.77,0.950,bicubic,-55.480,-45.383,+39
mobilenetv3_large_100.ra_in1k,224,34.677,65.323,52.933,47.067,5.48,0.875,bicubic,-56.793,-45.387,-16
crossvit_9_240.in1k,240,34.677,65.323,51.810,48.190,8.55,0.875,bicubic,-56.393,-46.500,+14
tf_efficientnet_b0.in1k,224,34.667,65.333,51.160,48.840,5.29,0.875,bicubic,-57.603,-47.400,-65
pit_ti_224.in1k,224,34.647,65.353,52.173,47.827,4.85,0.900,bicubic,-55.803,-45.837,+27
mobilenetv4_conv_small.e1200_r224_in1k,224,34.443,65.557,52.423,47.577,3.77,0.950,bicubic,-55.387,-45.347,+41
pvt_v2_b0.in1k,224,34.407,65.593,53.107,46.893,3.67,0.900,bicubic,-54.583,-44.573,+57
mixer_b16_224.goog_in21k_ft_in1k,224,34.373,65.627,48.057,51.943,59.88,0.875,bicubic,-56.747,-49.353,+2
resnet26.bt_in1k,224,34.357,65.643,51.767,48.233,16.00,0.950,bicubic,-57.153,-46.413,-23
fbnetc_100.rmsp_in1k,224,34.337,65.663,51.490,48.510,5.57,0.875,bilinear,-56.913,-46.710,-9
tf_efficientnet_es.in1k,224,34.300,65.700,51.507,48.493,5.44,0.875,bicubic,-57.800,-46.923,-58
regnety_006.pycls_in1k,224,34.293,65.707,51.413,48.587,6.06,0.875,bicubic,-57.327,-47.017,-32
resnet18d.ra2_in1k,288,34.240,65.760,51.740,48.260,11.71,0.950,bicubic,-56.530,-46.410,+6
ghostnetv2_100.in1k,224,34.137,65.863,52.050,47.950,6.16,0.875,bicubic,-57.523,-46.010,-36
repvgg_a0.rvgg_in1k,224,34.100,65.900,51.993,48.007,9.11,0.875,bilinear,-55.700,-45.787,+34
resnet18.a1_in1k,288,34.050,65.950,49.517,50.483,11.69,1.000,bicubic,-56.140,-48.263,+25
tf_mobilenetv3_large_100.in1k,224,33.990,66.010,51.563,48.437,5.48,0.875,bilinear,-57.420,-46.677,-27
mnasnet_100.rmsp_in1k,224,33.873,66.127,51.227,48.773,4.38,0.875,bicubic,-57.387,-46.933,-19
regnetx_004_tv.tv2_in1k,224,33.850,66.150,49.890,50.110,5.50,0.965,bicubic,-57.310,-48.300,-12
repghostnet_111.in1k,224,33.800,66.200,51.553,48.447,4.54,0.875,bicubic,-57.300,-46.527,-6
mobilevit_s.cvnets_in1k,256,33.793,66.207,49.457,50.543,5.58,0.900,bicubic,-59.437,-49.213,-205
ese_vovnet19b_dw.ra_in1k,288,33.763,66.237,50.940,49.060,6.54,0.950,bicubic,-58.977,-47.710,-131
regnetx_008.pycls_in1k,224,33.750,66.250,50.593,49.407,7.26,0.875,bicubic,-57.470,-47.787,-21
lcnet_100.ra2_in1k,224,33.730,66.270,52.107,47.893,2.95,0.875,bicubic,-55.190,-45.263,+42
semnasnet_075.rmsp_in1k,224,33.707,66.293,52.433,47.567,2.91,0.875,bicubic,-56.573,-45.497,+13
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,33.680,66.320,50.713,49.287,6.36,1.000,bicubic,-58.030,-47.687,-54
xcit_nano_12_p8_224.fb_in1k,224,33.623,66.377,50.430,49.570,3.05,1.000,bicubic,-57.567,-47.850,-24
mixnet_s.ft_in1k,224,33.613,66.387,51.060,48.940,4.13,0.875,bicubic,-58.197,-47.280,-60
semnasnet_100.rmsp_in1k,224,33.553,66.447,50.830,49.170,3.89,0.875,bicubic,-58.117,-47.330,-53
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,33.533,66.467,50.990,49.010,5.79,1.000,bicubic,-59.957,-47.830,-260
spnasnet_100.rmsp_in1k,224,33.503,66.497,51.287,48.713,4.42,0.875,bilinear,-57.167,-46.673,-6
crossvit_tiny_240.in1k,240,33.437,66.563,49.937,50.063,7.01,0.875,bicubic,-57.093,-48.003,-3
mobilevitv2_075.cvnets_in1k,256,33.423,66.577,50.133,49.867,2.87,0.888,bicubic,-58.567,-48.177,-76
regnetx_006.pycls_in1k,224,33.313,66.687,50.303,49.697,6.20,0.875,bicubic,-57.437,-47.927,-11
vgg19_bn.tv_in1k,224,33.307,66.693,50.877,49.123,143.68,0.875,bilinear,-57.673,-47.243,-17
efficientvit_m2.r224_in1k,224,33.190,66.810,49.777,50.223,4.19,0.875,bicubic,-55.750,-47.573,+29
resnet18.a2_in1k,224,33.173,66.827,49.617,50.383,11.69,1.000,bicubic,-54.717,-47.473,+42
repghostnet_100.in1k,224,33.133,66.867,50.753,49.247,4.07,0.875,bicubic,-57.527,-47.357,-12
edgenext_x_small.in1k,288,33.130,66.870,49.043,50.957,2.34,1.000,bicubic,-58.460,-49.147,-57
seresnext26t_32x4d.bt_in1k,288,33.073,66.927,50.247,49.753,16.81,0.950,bicubic,-60.267,-48.453,-236
xcit_nano_12_p16_224.fb_in1k,224,33.037,66.963,50.070,49.930,3.05,1.000,bicubic,-55.863,-47.370,+26
resnet18.tv_in1k,224,33.023,66.977,51.143,48.857,11.69,0.875,bilinear,-55.177,-45.967,+35
seresnext26d_32x4d.bt_in1k,288,32.990,67.010,49.877,50.123,16.81,0.950,bicubic,-60.070,-48.793,-210
mobileone_s0.apple_in1k,224,32.983,67.017,51.093,48.907,5.29,0.875,bilinear,-55.797,-46.137,+24
edgenext_x_small.in1k,256,32.983,67.017,48.857,51.143,2.34,1.000,bicubic,-58.107,-49.163,-29
hrnet_w18_small.gluon_in1k,224,32.833,67.167,50.483,49.517,13.19,0.875,bicubic,-57.477,-47.277,-11
legacy_seresnext26_32x4d.in1k,224,32.760,67.240,49.217,50.783,16.79,0.875,bicubic,-59.830,-49.213,-141
hrnet_w18_small.ms_in1k,224,32.720,67.280,50.663,49.337,13.19,0.875,bilinear,-57.160,-46.937,-4
deit_tiny_patch16_224.fb_in1k,224,32.707,67.293,50.253,49.747,5.72,0.900,bicubic,-56.933,-47.717,+3
legacy_seresnet18.in1k,224,32.677,67.323,50.323,49.677,11.78,0.875,bicubic,-56.613,-47.397,+8
mobilenetv2_100.ra_in1k,224,32.593,67.407,50.880,49.120,3.50,0.875,bicubic,-57.287,-46.960,-6
ghostnet_100.in1k,224,32.583,67.417,50.407,49.593,5.18,0.875,bicubic,-57.887,-47.523,-22
regnetx_004.pycls_in1k,224,32.583,67.417,49.393,50.607,5.16,0.875,bicubic,-56.907,-48.407,+2
resnet26d.bt_in1k,288,32.500,67.500,50.080,49.920,16.01,0.950,bicubic,-60.090,-48.370,-149
resnet18.gluon_in1k,224,32.423,67.577,49.727,50.273,11.69,0.875,bicubic,-56.267,-47.383,+15
regnety_004.pycls_in1k,224,32.393,67.607,49.460,50.540,4.34,0.875,bicubic,-58.367,-48.610,-36
tf_mixnet_s.in1k,224,32.207,67.793,48.590,51.410,4.13,0.875,bicubic,-59.503,-49.830,-82
resnet18.a2_in1k,288,32.183,67.817,47.910,52.090,11.69,1.000,bicubic,-57.357,-49.750,-5
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,32.140,67.860,49.097,50.903,5.72,0.900,bicubic,-59.810,-49.233,-99
resnet26.bt_in1k,288,32.123,67.877,49.493,50.507,16.00,0.950,bicubic,-60.037,-49.057,-113
tf_mobilenetv3_large_075.in1k,224,31.970,68.030,49.177,50.823,3.99,0.875,bilinear,-58.350,-48.673,-27
tf_mobilenetv3_large_minimal_100.in1k,224,31.680,68.320,49.443,50.557,3.92,0.875,bilinear,-57.520,-47.847,-1
resnet18.a3_in1k,160,31.577,68.423,48.373,51.627,11.69,0.950,bicubic,-53.463,-47.567,+34
efficientvit_m1.r224_in1k,224,31.260,68.740,48.470,51.530,2.98,0.875,bicubic,-55.930,-48.230,+19
repghostnet_080.in1k,224,30.977,69.023,48.833,51.167,3.28,0.875,bicubic,-58.493,-48.607,-10
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,30.857,69.143,47.683,52.317,6.34,0.900,bicubic,-58.543,-50.017,-10
tinynet_c.in1k,184,30.537,69.463,48.543,51.457,2.46,0.875,bicubic,-57.913,-48.727,+5
lcnet_075.ra2_in1k,224,30.383,69.617,48.763,51.237,2.36,0.875,bicubic,-56.627,-47.787,+19
vgg16_bn.tv_in1k,224,30.380,69.620,47.317,52.683,138.37,0.875,bilinear,-60.140,-50.683,-39
efficientvit_b0.r224_in1k,224,30.123,69.877,46.730,53.270,3.41,0.950,bicubic,-58.147,-50.150,+5
resnet18.a3_in1k,224,30.097,69.903,46.317,53.683,11.69,0.950,bicubic,-56.913,-50.363,+15
resnet10t.c3_in1k,176,29.977,70.023,48.283,51.717,5.44,0.950,bicubic,-55.333,-47.727,+24
edgenext_xx_small.in1k,288,29.743,70.257,46.500,53.500,1.33,1.000,bicubic,-60.067,-51.000,-25
mobilevit_xs.cvnets_in1k,256,29.703,70.297,46.087,53.913,2.32,0.900,bicubic,-61.607,-52.183,-80
regnety_002.pycls_in1k,224,29.683,70.317,46.823,53.177,3.16,0.875,bicubic,-58.517,-50.517,+1
edgenext_xx_small.in1k,256,29.623,70.377,46.480,53.520,1.33,1.000,bicubic,-59.257,-50.700,-8
mobilenetv3_small_100.lamb_in1k,224,29.070,70.930,47.283,52.717,2.54,0.875,bicubic,-57.120,-49.177,+13
resnet14t.c3_in1k,176,29.020,70.980,46.620,53.380,10.08,0.950,bicubic,-59.380,-50.390,-4
mnasnet_small.lamb_in1k,224,28.990,71.010,47.213,52.787,2.03,0.875,bicubic,-56.500,-48.757,+14
vgg13_bn.tv_in1k,224,28.963,71.037,46.820,53.180,133.05,0.875,bilinear,-60.267,-50.700,-20
resnet10t.c3_in1k,224,28.907,71.093,46.967,53.033,5.44,0.950,bicubic,-57.803,-49.763,+8
regnetx_002.pycls_in1k,224,28.863,71.137,45.600,54.400,2.68,0.875,bicubic,-58.477,-51.530,0
efficientvit_m0.r224_in1k,224,28.803,71.197,45.793,54.207,2.35,0.875,bicubic,-54.537,-49.837,+19
mobilenetv2_050.lamb_in1k,224,28.710,71.290,46.600,53.400,1.97,0.875,bicubic,-56.280,-49.020,+14
vgg19.tv_in1k,224,28.700,71.300,45.277,54.723,143.67,0.875,bilinear,-61.000,-52.253,-34
mobilevitv2_050.cvnets_in1k,256,28.607,71.393,45.287,54.713,1.37,0.888,bicubic,-60.473,-52.313,-23
dla60x_c.in1k,224,28.507,71.493,46.253,53.747,1.32,0.875,bilinear,-58.593,-50.887,-2
repghostnet_058.in1k,224,28.493,71.507,46.607,53.393,2.55,0.875,bicubic,-58.697,-50.403,-4
vgg11_bn.tv_in1k,224,28.443,71.557,46.477,53.523,132.87,0.875,bilinear,-59.967,-50.803,-16
tinynet_d.in1k,152,27.993,72.007,45.950,54.050,2.34,0.875,bicubic,-57.477,-50.070,+4
vgg16.tv_in1k,224,27.970,72.030,44.750,55.250,138.36,0.875,bilinear,-61.430,-52.750,-34
resnet14t.c3_in1k,224,27.647,72.353,44.713,55.287,10.08,0.950,bicubic,-61.593,-52.737,-33
tf_mobilenetv3_small_100.in1k,224,27.553,72.447,44.903,55.097,2.54,0.875,bilinear,-58.477,-51.487,-2
repghostnet_050.in1k,224,27.140,72.860,45.047,54.953,2.31,0.875,bicubic,-58.420,-51.063,-2
mixer_l16_224.goog_in21k_ft_in1k,224,26.777,73.223,37.857,62.143,208.20,0.875,bicubic,-60.223,-56.163,-7
vgg11.tv_in1k,224,26.640,73.360,43.533,56.467,132.86,0.875,bilinear,-60.700,-53.447,-15
mobilenetv3_small_075.lamb_in1k,224,26.577,73.423,43.923,56.077,2.04,0.875,bicubic,-57.563,-51.567,+4
mobilevit_xxs.cvnets_in1k,256,26.410,73.590,43.063,56.937,1.27,0.900,bicubic,-61.570,-54.127,-20
dla46x_c.in1k,224,26.403,73.597,43.907,56.093,1.07,0.875,bilinear,-59.057,-52.553,-4
vgg13.tv_in1k,224,26.313,73.687,43.457,56.543,133.05,0.875,bilinear,-61.237,-53.663,-20
tf_mobilenetv3_small_075.in1k,224,26.273,73.727,43.770,56.230,2.04,0.875,bilinear,-58.237,-52.000,-1
lcnet_050.ra2_in1k,224,26.220,73.780,44.580,55.420,1.88,0.875,bicubic,-56.910,-50.370,+1
tf_mobilenetv3_small_minimal_100.in1k,224,25.797,74.203,43.627,56.373,2.04,0.875,bilinear,-56.843,-51.363,+1
dla46_c.in1k,224,25.540,74.460,43.877,56.123,1.30,0.875,bilinear,-59.180,-52.333,-5
tinynet_e.in1k,106,23.473,76.527,41.177,58.823,2.04,0.875,bicubic,-56.327,-52.813,0
mobilenetv3_small_050.lamb_in1k,224,21.793,78.207,38.933,61.067,1.59,0.875,bicubic,-56.297,-54.107,0
test_byobnet.r160_in1k,160,17.103,82.897,33.957,66.043,0.46,0.875,bicubic,-50.257,-54.433,+1
test_efficientnet.r160_in1k,160,16.507,83.493,32.900,67.100,0.36,0.875,bicubic,-51.193,-55.500,-1
test_vit.r160_in1k,160,13.243,86.757,27.813,72.187,0.37,0.875,bicubic,-50.747,-59.807,0