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,336,90.517,9.483,97.213,2.787,"1,013.01",1.000,bicubic,-7.343,-2.577,+6
eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.477,9.523,97.277,2.723,305.08,1.000,bicubic,-7.343,-2.573,+7
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.247,9.753,97.177,2.823,305.08,1.000,bicubic,-7.783,-2.713,-2
eva_giant_patch14_224.clip_ft_in1k,224,89.837,10.163,97.023,2.977,"1,012.56",0.900,bicubic,-7.733,-2.687,+30
eva_giant_patch14_336.m30m_ft_in22k_in1k,336,88.620,11.380,95.947,4.053,"1,013.01",1.000,bicubic,-9.400,-3.953,-3
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,88.413,11.587,95.630,4.370,"1,014.45",1.000,bicubic,-9.577,-4.230,-3
regnety_1280.swag_ft_in1k,384,88.313,11.687,96.490,3.510,644.81,1.000,bicubic,-9.447,-3.300,+10
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,87.833,12.167,95.503,4.497,305.08,1.000,bicubic,-10.327,-4.377,-8
eva02_large_patch14_448.mim_in22k_ft_in1k,448,87.530,12.470,95.757,4.243,305.08,1.000,bicubic,-10.330,-4.043,-3
regnety_1280.swag_lc_in1k,224,86.943,13.057,95.730,4.270,644.81,0.965,bicubic,-10.477,-4.010,+34
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,84.577,15.423,94.400,5.600,200.13,1.000,bicubic,-12.813,-5.340,+37
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,83.973,16.027,93.903,6.097,304.53,1.000,bicubic,-13.647,-5.907,+17
vit_large_patch14_clip_336.laion2b_ft_in1k,336,83.650,16.350,93.487,6.513,304.53,1.000,bicubic,-13.590,-6.233,+66
eva_large_patch14_336.in22k_ft_in1k,336,83.527,16.473,93.143,6.857,304.53,1.000,bicubic,-14.293,-6.687,-6
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,83.273,16.727,93.123,6.877,632.05,1.000,bicubic,-13.837,-6.577,+89
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,83.063,16.937,92.867,7.133,632.46,1.000,bicubic,-14.557,-6.893,+12
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,82.963,17.037,92.657,7.343,632.05,1.000,bicubic,-14.387,-7.143,+38
vit_large_patch14_clip_224.openai_ft_in1k,224,82.397,17.603,92.967,7.033,304.20,1.000,bicubic,-15.053,-6.783,+24
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,82.273,17.727,92.437,7.563,200.13,1.000,bicubic,-15.197,-7.323,+19
vit_large_patch14_clip_224.laion2b_ft_in1k,224,81.697,18.303,92.240,7.760,304.20,1.000,bicubic,-15.333,-7.370,+102
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,81.467,18.533,92.060,7.940,200.13,1.000,bicubic,-15.823,-7.680,+47
regnety_320.swag_lc_in1k,224,81.460,18.540,93.313,6.687,145.05,0.965,bicubic,-15.400,-6.347,+136
eva_large_patch14_196.in22k_ft_in1k,196,81.297,18.703,91.553,8.447,304.14,1.000,bicubic,-16.233,-8.237,+12
regnety_320.swag_ft_in1k,384,81.263,18.737,92.720,7.280,145.05,1.000,bicubic,-16.137,-7.040,+22
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,80.990,19.010,91.943,8.057,200.13,1.000,bicubic,-16.140,-7.737,+75
eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.093,19.907,89.333,10.667,304.53,1.000,bicubic,-17.807,-10.547,-22
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,79.520,20.480,89.243,10.757,468.53,0.875,bilinear,-17.270,-10.287,+151
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,78.897,21.103,88.460,11.540,194.03,0.875,bilinear,-17.583,-11.020,+230
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,78.730,21.270,89.010,10.990,304.20,1.000,bicubic,-18.910,-10.720,-3
eva_large_patch14_196.in22k_ft_in22k_in1k,196,78.510,21.490,88.323,11.677,304.14,1.000,bicubic,-19.110,-11.407,-3
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.497,21.503,88.580,11.420,304.53,1.000,bicubic,-18.963,-11.200,+9
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.293,21.707,88.787,11.213,304.20,1.000,bicubic,-19.097,-10.943,+15
regnety_160.swag_lc_in1k,224,78.223,21.777,91.697,8.303,83.59,0.965,bicubic,-18.207,-8.063,+237
regnety_160.swag_ft_in1k,384,77.717,22.283,90.713,9.287,83.59,1.000,bicubic,-19.453,-9.067,+61
eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.533,22.467,89.323,10.677,87.12,1.000,bicubic,-20.177,-10.437,-14
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.430,22.570,88.423,11.577,87.12,1.000,bicubic,-20.170,-11.397,-6
tf_efficientnet_l2.ns_jft_in1k_475,475,76.350,23.650,88.520,11.480,480.31,0.936,bicubic,-21.420,-11.370,-21
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.303,23.697,87.063,12.937,304.43,0.950,bicubic,-21.457,-12.787,-18
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,76.220,23.780,87.740,12.260,194.03,0.875,bilinear,-20.050,-11.750,+277
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,75.970,24.030,86.617,13.383,660.29,1.000,bicubic,-21.890,-13.293,-35
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,75.873,24.127,86.257,13.743,88.79,0.875,bilinear,-20.077,-13.113,+377
convnextv2_huge.fcmae_ft_in22k_in1k_512,512,75.837,24.163,86.933,13.067,660.29,1.000,bicubic,-21.973,-12.927,-31
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.590,24.410,87.037,12.963,88.79,0.875,bilinear,-20.680,-12.553,+272
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,75.207,24.793,88.483,11.517,88.59,1.000,bicubic,-21.853,-11.107,+72
convnext_base.clip_laiona_augreg_ft_in1k_384,384,75.163,24.837,88.520,11.480,88.59,1.000,bicubic,-21.697,-11.170,+114
tf_efficientnet_l2.ns_jft_in1k,800,74.590,25.410,87.487,12.513,480.31,0.960,bicubic,-23.180,-12.323,-34
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,73.703,26.297,87.303,12.697,88.59,1.000,bicubic,-23.097,-12.337,+126
convnext_base.clip_laion2b_augreg_ft_in1k,256,73.447,26.553,87.200,12.800,88.59,1.000,bicubic,-23.133,-12.440,+177
beit_large_patch16_384.in22k_ft_in22k_in1k,384,73.187,26.813,84.807,15.193,305.00,1.000,bicubic,-24.633,-14.983,-39
beit_large_patch16_512.in22k_ft_in22k_in1k,512,73.047,26.953,84.940,15.060,305.67,1.000,bicubic,-24.723,-14.910,-36
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,72.703,27.297,85.193,14.807,44.18,0.875,bilinear,-23.377,-14.327,+319
maxvit_xlarge_tf_512.in21k_ft_in1k,512,71.903,28.097,83.030,16.970,475.77,1.000,bicubic,-25.857,-16.830,-33
maxvit_xlarge_tf_384.in21k_ft_in1k,384,71.777,28.223,82.813,17.187,475.32,1.000,bicubic,-25.983,-17.007,-35
beit_large_patch16_224.in22k_ft_in22k_in1k,224,71.033,28.967,83.313,16.687,304.43,0.900,bicubic,-26.467,-16.367,-18
deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.843,29.157,82.207,17.793,632.13,1.000,bicubic,-26.407,-17.513,+19
deit3_large_patch16_384.fb_in22k_ft_in1k,384,70.620,29.380,82.403,17.597,304.76,1.000,bicubic,-26.960,-17.377,-24
vit_base_patch16_clip_384.laion2b_ft_in1k,384,70.597,29.403,83.703,16.297,86.86,1.000,bicubic,-26.323,-15.967,+86
beitv2_large_patch16_224.in1k_ft_in1k,224,70.437,29.563,83.407,16.593,304.43,0.950,bicubic,-26.853,-16.333,+9
caformer_b36.sail_in22k_ft_in1k_384,384,70.433,29.567,82.413,17.587,98.75,1.000,bicubic,-27.217,-17.447,-35
maxvit_base_tf_512.in21k_ft_in1k,512,70.433,29.567,81.620,18.380,119.88,1.000,bicubic,-27.337,-18.190,-47
maxvit_large_tf_512.in21k_ft_in1k,512,70.357,29.643,81.660,18.340,212.33,1.000,bicubic,-27.303,-18.070,-38
maxvit_large_tf_384.in21k_ft_in1k,384,70.013,29.987,80.990,19.010,212.03,1.000,bicubic,-27.657,-18.830,-40
deit3_large_patch16_224.fb_in22k_ft_in1k,224,69.720,30.280,81.187,18.813,304.37,1.000,bicubic,-27.600,-18.453,-2
maxvit_base_tf_384.in21k_ft_in1k,384,69.597,30.403,80.713,19.287,119.65,1.000,bicubic,-27.973,-19.057,-31
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,69.107,30.893,82.877,17.123,25.03,0.875,bilinear,-26.553,-16.543,+447
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.963,31.037,79.890,20.110,116.14,1.000,bicubic,-28.357,-19.700,-6
vit_base_patch16_clip_224.laion2b_ft_in1k,224,68.703,31.297,82.397,17.603,86.57,1.000,bicubic,-27.627,-17.153,+232
convnextv2_large.fcmae_ft_in22k_in1k_384,384,68.530,31.470,80.987,19.013,197.96,1.000,bicubic,-29.120,-18.813,-43
resnet50.fb_swsl_ig1b_ft_in1k,224,68.380,31.620,83.387,16.613,25.56,0.875,bilinear,-26.870,-15.923,+558
caformer_b36.sail_in22k_ft_in1k,224,68.323,31.677,80.650,19.350,98.75,1.000,bicubic,-29.057,-19.180,-21
hgnetv2_b6.ssld_stage1_in22k_in1k,224,68.060,31.940,81.833,18.167,75.26,0.965,bicubic,-28.970,-17.837,+52
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.010,31.990,80.620,19.380,116.09,1.000,bicubic,-29.460,-19.140,-33
convnext_xlarge.fb_in22k_ft_in1k_384,384,67.780,32.220,80.127,19.873,350.20,1.000,bicubic,-29.800,-19.583,-42
hgnetv2_b6.ssld_stage2_ft_in1k,224,67.727,32.273,81.730,18.270,75.26,0.965,bicubic,-29.143,-17.920,+80
hgnetv2_b5.ssld_stage2_ft_in1k,224,67.593,32.407,81.000,19.000,39.57,0.965,bicubic,-28.947,-18.470,+162
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,67.517,32.483,80.143,19.857,196.74,1.000,bicubic,-29.783,-19.637,-11
vit_base_patch16_clip_384.openai_ft_in1k,384,67.260,32.740,81.823,18.177,86.86,1.000,bicubic,-29.560,-17.837,+90
hgnetv2_b5.ssld_stage1_in22k_in1k,224,67.213,32.787,80.533,19.467,39.57,0.965,bicubic,-29.317,-19.017,+162
vit_large_patch16_384.augreg_in21k_ft_in1k,384,67.123,32.877,78.720,21.280,304.72,1.000,bicubic,-30.307,-21.060,-36
tf_efficientnet_b7.ns_jft_in1k,600,67.017,32.983,81.080,18.920,66.35,0.949,bicubic,-30.183,-18.560,+8
convnextv2_base.fcmae_ft_in22k_in1k_384,384,67.003,32.997,79.723,20.277,88.72,1.000,bicubic,-30.367,-19.997,-31
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,66.520,33.480,78.267,21.733,73.88,1.000,bicubic,-30.850,-21.433,-31
convnext_large.fb_in22k_ft_in1k_384,384,66.510,33.490,79.427,20.573,197.77,1.000,bicubic,-30.820,-20.333,-24
convformer_b36.sail_in22k_ft_in1k_384,384,66.463,33.537,78.993,21.007,99.88,1.000,bicubic,-30.987,-20.697,-43
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,66.353,33.647,77.863,22.137,116.14,0.950,bicubic,-30.737,-21.747,+21
hgnetv2_b6.ssld_stage2_ft_in1k,288,66.313,33.687,80.460,19.540,75.26,1.000,bicubic,-30.787,-19.280,+19
hgnetv2_b6.ssld_stage1_in22k_in1k,288,66.250,33.750,80.500,19.500,75.26,1.000,bicubic,-30.830,-19.210,+21
convnextv2_large.fcmae_ft_in22k_in1k,224,66.010,33.990,78.967,21.033,197.96,0.875,bicubic,-31.260,-20.743,-18
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,65.950,34.050,79.240,20.760,196.74,1.000,bicubic,-31.230,-20.450,+4
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,65.927,34.073,78.683,21.317,86.86,1.000,bicubic,-31.303,-20.977,-8
vit_base_patch16_clip_224.openai_ft_in1k,224,65.883,34.117,80.870,19.130,86.57,0.900,bicubic,-30.477,-18.680,+198
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,65.740,34.260,78.847,21.153,86.53,0.900,bicubic,-31.220,-20.873,+41
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,65.517,34.483,78.860,21.140,87.92,1.000,bicubic,-31.743,-20.880,-21
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,65.507,34.493,78.437,21.563,196.74,0.900,bicubic,-31.713,-21.273,-9
tf_efficientnet_b6.ns_jft_in1k,528,65.447,34.553,79.443,20.557,43.04,0.942,bicubic,-31.613,-20.247,+20
caformer_m36.sail_in22k_ft_in1k_384,384,65.350,34.650,78.413,21.587,56.20,1.000,bicubic,-32.010,-21.317,-44
convformer_b36.sail_in22k_ft_in1k,224,65.273,34.727,77.950,22.050,99.88,1.000,bicubic,-31.957,-21.810,-16
vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.250,34.750,78.420,21.580,64.27,1.000,bicubic,-32.160,-21.350,-53
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,65.207,34.793,78.883,21.117,86.86,0.950,bicubic,-31.923,-20.837,+4
convnext_xlarge.fb_in22k_ft_in1k,224,65.077,34.923,77.700,22.300,350.20,0.875,bicubic,-32.183,-22.100,-27
hiera_huge_224.mae_in1k_ft_in1k,224,64.973,35.027,77.720,22.280,672.78,0.900,bicubic,-32.237,-21.920,-14
nextvit_large.bd_ssld_6m_in1k_384,384,64.827,35.173,79.227,20.773,57.87,1.000,bicubic,-32.353,-20.533,-10
convnext_xlarge.fb_in22k_ft_in1k,288,64.767,35.233,77.843,22.157,350.20,1.000,bicubic,-32.713,-21.977,-66
convnext_base.fb_in22k_ft_in1k_384,384,64.740,35.260,78.177,21.823,88.59,1.000,bicubic,-32.500,-21.583,-27
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,64.733,35.267,77.697,22.303,86.57,0.950,bicubic,-31.897,-21.783,+105
convnextv2_large.fcmae_ft_in22k_in1k,288,64.670,35.330,78.170,21.830,197.96,1.000,bicubic,-32.670,-21.590,-50
convnextv2_base.fcmae_ft_in22k_in1k,224,64.610,35.390,78.250,21.750,88.72,0.875,bicubic,-32.550,-21.410,-11
hgnetv2_b5.ssld_stage2_ft_in1k,288,64.570,35.430,78.997,21.003,39.57,1.000,bicubic,-32.170,-20.603,+78
vit_large_patch16_224.augreg_in21k_ft_in1k,224,64.367,35.633,76.273,23.727,304.33,0.900,bicubic,-32.353,-23.367,+84
hgnetv2_b5.ssld_stage1_in22k_in1k,288,64.267,35.733,78.343,21.657,39.57,1.000,bicubic,-32.343,-21.127,+104
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,64.180,35.820,75.910,24.090,329.09,1.000,bicubic,-32.780,-23.730,+23
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,63.940,36.060,77.457,22.543,116.09,0.950,bicubic,-33.140,-22.223,-3
convnext_large.fb_in22k_ft_in1k,288,63.940,36.060,77.323,22.677,197.77,1.000,bicubic,-33.300,-22.397,-35
hgnet_base.ssld_in1k,224,63.937,36.063,76.793,23.207,71.58,0.965,bicubic,-32.713,-22.767,+92
convnext_large.fb_in22k_ft_in1k,224,63.837,36.163,77.273,22.727,197.77,0.875,bicubic,-33.393,-22.427,-32
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,63.737,36.263,78.063,21.937,196.53,0.900,bicubic,-33.233,-21.607,+16
nextvit_base.bd_ssld_6m_in1k_384,384,63.617,36.383,78.487,21.513,44.82,1.000,bicubic,-33.603,-21.233,-33
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,63.557,36.443,76.537,23.463,149.39,1.000,bicubic,-33.803,-23.143,-65
hrnet_w48_ssld.paddle_in1k,224,63.483,36.517,76.577,23.423,77.47,0.950,bilinear,-32.737,-22.823,+212
beit_base_patch16_384.in22k_ft_in22k_in1k,384,63.403,36.597,77.837,22.163,86.74,1.000,bicubic,-33.937,-21.873,-63
caformer_m36.sail_in22k_ft_in1k,224,63.367,36.633,76.723,23.277,56.20,1.000,bicubic,-33.663,-23.007,0
vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,63.297,36.703,76.817,23.183,64.11,0.950,bicubic,-33.833,-22.903,-20
convnextv2_base.fcmae_ft_in22k_in1k,288,63.157,36.843,77.070,22.930,88.72,1.000,bicubic,-34.053,-22.690,-37
convnextv2_huge.fcmae_ft_in1k,224,63.083,36.917,76.237,23.763,660.29,0.875,bicubic,-33.857,-23.413,+16
caformer_s36.sail_in22k_ft_in1k_384,384,63.047,36.953,77.220,22.780,39.30,1.000,bicubic,-34.233,-22.500,-56
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.020,36.980,76.770,23.230,87.92,0.900,bicubic,-34.040,-22.900,-9
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,63.010,36.990,77.733,22.267,87.90,1.000,bicubic,-34.060,-21.897,-17
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,63.010,36.990,76.693,23.307,86.57,0.950,bicubic,-33.520,-22.897,+115
tf_efficientnet_b5.ns_jft_in1k,456,62.877,37.123,77.727,22.273,30.39,0.934,bicubic,-34.023,-21.913,+17
deit3_base_patch16_384.fb_in22k_ft_in1k,384,62.680,37.320,75.593,24.407,86.88,1.000,bicubic,-34.560,-24.147,-50
tf_efficientnetv2_l.in21k_ft_in1k,384,62.420,37.580,76.640,23.360,118.52,1.000,bicubic,-34.450,-22.980,+25
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.417,37.583,76.617,23.383,86.58,0.900,bicubic,-34.523,-23.023,+7
tf_efficientnetv2_l.in21k_ft_in1k,480,62.403,37.597,76.737,23.263,118.52,1.000,bicubic,-34.917,-22.943,-71
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,62.353,37.647,75.000,25.000,73.88,0.950,bicubic,-34.837,-24.650,-44
convnext_base.fb_in22k_ft_in1k,288,62.243,37.757,76.173,23.827,88.59,1.000,bicubic,-34.997,-23.507,-61
vit_base_patch8_224.augreg_in21k_ft_in1k,224,62.243,37.757,75.677,24.323,86.58,0.900,bicubic,-34.847,-23.933,-28
tf_efficientnetv2_xl.in21k_ft_in1k,384,62.177,37.823,75.450,24.550,208.12,1.000,bicubic,-34.723,-24.010,+10
hgnet_base.ssld_in1k,288,62.153,37.847,75.257,24.743,71.58,1.000,bicubic,-34.647,-24.453,+34
tf_efficientnetv2_xl.in21k_ft_in1k,512,62.127,37.873,75.607,24.393,208.12,1.000,bicubic,-35.193,-24.113,-76
hrnet_w48_ssld.paddle_in1k,288,62.037,37.963,75.290,24.710,77.47,1.000,bilinear,-34.513,-24.350,+92
nextvit_large.bd_ssld_6m_in1k,224,61.930,38.070,76.800,23.200,57.87,0.950,bicubic,-34.980,-22.840,+4
deit3_base_patch16_224.fb_in22k_ft_in1k,224,61.920,38.080,74.723,25.277,86.59,1.000,bicubic,-34.970,-24.897,+8
convnext_base.fb_in22k_ft_in1k,224,61.783,38.217,75.820,24.180,88.59,0.875,bicubic,-35.077,-23.900,+18
convformer_m36.sail_in22k_ft_in1k_384,384,61.773,38.227,75.250,24.750,57.05,1.000,bicubic,-35.587,-24.530,-90
beitv2_base_patch16_224.in1k_ft_in1k,224,61.487,38.513,76.003,23.997,86.53,0.900,bicubic,-35.283,-23.607,+37
vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,61.487,38.513,74.580,25.420,64.11,0.950,bicubic,-35.313,-25.100,+28
convnextv2_huge.fcmae_ft_in1k,288,61.260,38.740,74.420,25.580,660.29,1.000,bicubic,-36.010,-25.300,-76
coatnet_2_rw_224.sw_in12k_ft_in1k,224,61.200,38.800,73.927,26.073,73.87,0.950,bicubic,-35.800,-25.713,-20
vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,61.183,38.817,74.697,25.303,60.60,1.000,bicubic,-35.947,-24.953,-48
tf_efficientnet_b4.ns_jft_in1k,380,61.110,38.890,76.053,23.947,19.34,0.922,bicubic,-35.600,-23.587,+44
maxvit_base_tf_512.in1k,512,61.027,38.973,73.977,26.023,119.88,1.000,bicubic,-36.173,-25.723,-62
convformer_m36.sail_in22k_ft_in1k,224,60.910,39.090,74.460,25.540,57.05,1.000,bicubic,-36.160,-25.310,-39
nextvit_base.bd_ssld_6m_in1k,224,60.793,39.207,76.337,23.663,44.82,0.950,bicubic,-36.087,-23.323,-2
caformer_s36.sail_in22k_ft_in1k,224,60.697,39.303,75.083,24.917,39.30,1.000,bicubic,-36.133,-24.537,+10
nextvit_small.bd_ssld_6m_in1k_384,384,60.393,39.607,75.703,24.297,31.76,1.000,bicubic,-36.677,-24.057,-43
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,60.300,39.700,73.740,26.260,88.30,1.000,bicubic,-36.310,-25.850,+63
hiera_large_224.mae_in1k_ft_in1k,224,60.300,39.700,73.197,26.803,213.74,0.900,bicubic,-36.450,-26.393,+26
tf_efficientnetv2_m.in21k_ft_in1k,480,60.257,39.743,75.120,24.880,54.14,1.000,bicubic,-36.763,-24.500,-32
tf_efficientnetv2_m.in21k_ft_in1k,384,60.193,39.807,74.990,25.010,54.14,1.000,bicubic,-36.317,-24.700,+88
vit_base_patch16_384.augreg_in21k_ft_in1k,384,60.187,39.813,73.847,26.153,86.86,1.000,bicubic,-36.833,-25.863,-35
beit_base_patch16_224.in22k_ft_in22k_in1k,224,60.163,39.837,75.380,24.620,86.53,0.900,bicubic,-36.497,-24.280,+44
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,60.120,39.880,73.317,26.683,88.34,1.000,bicubic,-36.450,-26.263,+66
hgnet_small.ssld_in1k,224,60.010,39.990,75.160,24.840,24.36,0.965,bicubic,-36.150,-24.180,+180
convnext_small.fb_in22k_ft_in1k_384,384,59.927,40.073,74.257,25.743,50.22,1.000,bicubic,-37.213,-25.383,-66
maxvit_large_tf_512.in1k,512,59.880,40.120,72.797,27.203,212.33,1.000,bicubic,-37.180,-26.903,-47
convformer_s36.sail_in22k_ft_in1k_384,384,59.867,40.133,73.860,26.140,40.01,1.000,bicubic,-37.193,-25.840,-52
tiny_vit_21m_512.dist_in22k_ft_in1k,512,59.560,40.440,74.657,25.343,21.27,1.000,bicubic,-37.330,-25.053,-19
hgnetv2_b4.ssld_stage2_ft_in1k,224,59.517,40.483,74.893,25.107,19.80,0.965,bicubic,-36.583,-24.577,+192
convnextv2_large.fcmae_ft_in1k,224,59.463,40.537,74.003,25.997,197.96,0.875,bicubic,-37.387,-25.767,-6
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,59.307,40.693,73.907,26.093,87.77,0.900,bicubic,-37.363,-25.753,+34
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,59.207,40.793,73.663,26.337,86.57,0.900,bicubic,-37.293,-25.857,+80
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,59.200,40.800,72.953,27.047,93.59,0.950,bicubic,-38.130,-26.797,-114
maxvit_base_tf_384.in1k,384,59.170,40.830,71.707,28.293,119.65,1.000,bicubic,-37.970,-27.873,-74
vit_base_patch32_clip_224.laion2b_ft_in1k,224,59.017,40.983,73.863,26.137,88.22,0.900,bicubic,-35.763,-25.187,+593
vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,58.977,41.023,72.723,27.277,60.40,0.950,bicubic,-37.633,-26.857,+41
tiny_vit_21m_384.dist_in22k_ft_in1k,384,58.957,41.043,73.950,26.050,21.23,1.000,bicubic,-37.993,-25.680,-38
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,58.953,41.047,72.727,27.273,93.59,1.000,bicubic,-38.347,-27.053,-113
convformer_s36.sail_in22k_ft_in1k,224,58.890,41.110,72.837,27.163,40.01,1.000,bicubic,-37.660,-26.763,+55
volo_d5_512.sail_in1k,512,58.773,41.227,73.130,26.870,296.09,1.150,bicubic,-38.527,-26.640,-113
volo_d5_448.sail_in1k,448,58.693,41.307,72.983,27.017,295.91,1.150,bicubic,-38.547,-26.737,-104
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,58.693,41.307,71.857,28.143,328.99,0.900,bicubic,-37.527,-27.673,+149
convnext_small.in12k_ft_in1k_384,384,58.640,41.360,72.643,27.357,50.22,1.000,bicubic,-38.350,-27.017,-53
nextvit_small.bd_ssld_6m_in1k,224,58.580,41.420,74.237,25.763,31.76,0.950,bicubic,-38.030,-25.273,+34
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,58.570,41.430,73.197,26.803,88.30,0.950,bicubic,-37.830,-26.423,+95
eva02_small_patch14_336.mim_in22k_ft_in1k,336,58.443,41.557,73.027,26.973,22.13,1.000,bicubic,-38.247,-26.443,+12
maxvit_large_tf_384.in1k,384,58.420,41.580,71.127,28.873,212.03,1.000,bicubic,-38.540,-28.593,-50
efficientvit_l3.r384_in1k,384,58.360,41.640,72.663,27.337,246.04,1.000,bicubic,-38.380,-26.957,+3
deit3_large_patch16_384.fb_in1k,384,58.327,41.673,72.947,27.053,304.76,1.000,bicubic,-38.543,-26.643,-33
hgnet_small.ssld_in1k,288,58.230,41.770,73.760,26.240,24.36,1.000,bicubic,-38.170,-25.770,+87
deit3_huge_patch14_224.fb_in1k,224,58.113,41.887,72.093,27.907,632.13,0.900,bicubic,-38.477,-27.427,+33
convnextv2_large.fcmae_ft_in1k,288,58.063,41.937,72.560,27.440,197.96,1.000,bicubic,-38.787,-27.120,-29
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.970,42.030,71.617,28.383,93.59,0.875,bicubic,-38.990,-27.943,-57
tf_efficientnet_b8.ap_in1k,672,57.877,42.123,72.933,27.067,87.41,0.954,bicubic,-38.683,-26.617,+37
rdnet_large.nv_in1k_ft_in1k_384,384,57.850,42.150,71.740,28.260,186.27,1.000,bicubic,-39.190,-27.940,-75
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,57.677,42.323,71.377,28.623,93.59,1.000,bicubic,-39.503,-28.363,-104
efficientvit_l3.r320_in1k,320,57.607,42.393,71.553,28.447,246.04,1.000,bicubic,-39.143,-27.857,-11
convnext_small.fb_in22k_ft_in1k,288,57.603,42.397,72.497,27.503,50.22,1.000,bicubic,-39.267,-27.013,-40
hgnetv2_b4.ssld_stage1_in22k_in1k,224,57.550,42.450,72.913,27.087,19.80,0.965,bicubic,-38.470,-26.437,+198
efficientvit_l3.r224_in1k,224,57.533,42.467,71.353,28.647,246.04,1.000,bicubic,-38.967,-28.237,+54
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,57.500,42.500,71.597,28.403,60.40,0.950,bicubic,-39.050,-27.963,+36
mvitv2_large.fb_in1k,224,57.497,42.503,70.760,29.240,217.99,0.900,bicubic,-38.933,-28.710,+71
cait_m48_448.fb_dist_in1k,448,57.430,42.570,71.797,28.203,356.46,1.000,bicubic,-39.460,-27.823,-53
tf_efficientnet_b3.ns_jft_in1k,300,57.410,42.590,72.447,27.553,12.23,0.904,bicubic,-38.700,-27.023,+156
cait_m36_384.fb_dist_in1k,384,57.407,42.593,72.310,27.690,271.22,1.000,bicubic,-39.413,-27.320,-38
hgnetv2_b3.ssld_stage2_ft_in1k,224,57.390,42.610,73.290,26.710,16.29,0.965,bicubic,-38.400,-25.990,+267
hgnetv2_b4.ssld_stage2_ft_in1k,288,57.340,42.660,72.960,27.040,19.80,1.000,bicubic,-38.960,-26.610,+102
convnext_small.fb_in22k_ft_in1k,224,57.303,42.697,72.497,27.503,50.22,0.875,bicubic,-39.207,-26.993,+41
volo_d4_448.sail_in1k,448,57.273,42.727,71.427,28.573,193.41,1.150,bicubic,-39.797,-28.283,-97
tiny_vit_21m_224.dist_in22k_ft_in1k,224,57.160,42.840,72.553,27.447,21.20,0.950,bicubic,-39.240,-26.947,+69
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,57.030,42.970,71.330,28.670,88.22,0.900,bicubic,-38.220,-27.760,+420
efficientvit_l3.r256_in1k,256,56.990,43.010,70.777,29.223,246.04,1.000,bicubic,-39.650,-28.823,-3
hgnetv2_b3.ssld_stage1_in22k_in1k,224,56.967,43.033,72.927,27.073,16.29,0.965,bicubic,-38.783,-26.503,+274
maxvit_small_tf_512.in1k,512,56.947,43.053,70.953,29.047,69.13,1.000,bicubic,-40.233,-28.667,-119
vit_base_patch16_224.augreg_in21k_ft_in1k,224,56.860,43.140,70.680,29.320,86.57,0.900,bicubic,-39.440,-28.940,+96
convnext_small.in12k_ft_in1k,224,56.750,43.250,71.060,28.940,50.22,0.950,bicubic,-39.820,-28.470,+12
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,56.677,43.323,69.747,30.253,38.85,1.000,bicubic,-39.483,-29.733,+128
efficientvit_l2.r288_in1k,288,56.530,43.470,70.143,29.857,63.71,1.000,bicubic,-40.150,-29.497,-14
deit3_large_patch16_224.fb_in1k,224,56.483,43.517,70.467,29.533,304.37,0.900,bicubic,-39.737,-28.833,+115
rdnet_large.nv_in1k,224,56.413,43.587,70.027,29.973,186.27,0.900,bicubic,-39.967,-29.393,+64
volo_d5_224.sail_in1k,224,56.383,43.617,70.690,29.310,295.46,0.960,bicubic,-40.527,-28.970,-76
xcit_large_24_p8_384.fb_dist_in1k,384,56.373,43.627,71.247,28.753,188.93,1.000,bicubic,-40.417,-28.303,-44
hgnet_tiny.ssld_in1k,224,56.340,43.660,71.977,28.023,14.74,0.965,bicubic,-39.020,-27.353,+373
flexivit_large.1200ep_in1k,240,56.263,43.737,71.567,28.433,304.36,0.950,bicubic,-40.537,-28.043,-48
dm_nfnet_f5.dm_in1k,416,56.250,43.750,70.100,29.900,377.21,0.954,bicubic,-40.560,-29.500,-54
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,56.063,43.937,71.803,28.197,28.64,1.000,bicubic,-40.567,-27.757,-16
flexivit_large.600ep_in1k,240,56.060,43.940,71.213,28.787,304.36,0.950,bicubic,-40.690,-28.337,-42
xcit_large_24_p8_224.fb_dist_in1k,224,55.997,44.003,70.683,29.317,188.93,1.000,bicubic,-40.633,-28.907,-16
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,55.970,44.030,70.337,29.663,38.88,0.950,bicubic,-40.520,-29.203,+27
dm_nfnet_f6.dm_in1k,448,55.900,44.100,69.860,30.140,438.36,0.956,bicubic,-41.030,-29.860,-88
caformer_s18.sail_in22k_ft_in1k_384,384,55.857,44.143,71.273,28.727,26.34,1.000,bicubic,-40.663,-28.317,+15
vit_base_patch32_clip_224.openai_ft_in1k,224,55.840,44.160,72.177,27.823,88.22,0.900,bicubic,-38.600,-27.003,+635
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,55.730,44.270,70.987,29.013,39.03,0.950,bicubic,-40.770,-28.603,+17
efficientvit_l2.r384_in1k,384,55.723,44.277,69.907,30.093,63.71,1.000,bicubic,-40.967,-29.693,-33
flexivit_large.300ep_in1k,240,55.697,44.303,70.690,29.310,304.36,0.950,bicubic,-40.993,-28.890,-35
regnety_160.sw_in12k_ft_in1k,224,55.657,44.343,69.967,30.033,83.59,0.950,bicubic,-40.933,-29.723,-15
convnext_small.in12k_ft_in1k,288,55.643,44.357,70.597,29.403,50.22,1.000,bicubic,-40.947,-28.973,-15
regnety_160.lion_in12k_ft_in1k,224,55.587,44.413,69.723,30.277,83.59,0.950,bicubic,-40.923,-29.797,+9
hiera_base_plus_224.mae_in1k_ft_in1k,224,55.560,44.440,68.980,31.020,69.90,0.900,bicubic,-40.820,-30.490,+47
hgnetv2_b4.ssld_stage1_in22k_in1k,288,55.390,44.610,71.037,28.963,19.80,1.000,bicubic,-40.870,-28.363,+79
hrnet_w18_ssld.paddle_in1k,224,55.287,44.713,69.797,30.203,21.30,0.950,bilinear,-39.863,-29.353,+421
hgnetv2_b3.ssld_stage2_ft_in1k,288,55.100,44.900,71.247,28.753,16.29,1.000,bicubic,-40.940,-28.223,+144
caformer_b36.sail_in1k_384,384,55.040,44.960,68.007,31.993,98.75,1.000,bicubic,-42.120,-31.603,-145
convformer_s18.sail_in22k_ft_in1k_384,384,54.987,45.013,70.000,30.000,26.77,1.000,bicubic,-41.803,-29.710,-67
caformer_m36.sail_in1k_384,384,54.947,45.053,68.360,31.640,56.20,1.000,bicubic,-42.073,-31.340,-120
xcit_large_24_p16_384.fb_dist_in1k,384,54.870,45.130,69.923,30.077,189.10,1.000,bicubic,-42.060,-29.587,-103
swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,54.843,45.157,70.830,29.170,49.61,0.900,bicubic,-41.187,-28.700,+144
volo_d4_224.sail_in1k,224,54.713,45.287,68.827,31.173,192.96,0.960,bicubic,-42.067,-30.843,-68
dm_nfnet_f4.dm_in1k,384,54.697,45.303,68.933,31.067,316.07,0.951,bicubic,-42.043,-30.647,-61
maxvit_tiny_tf_512.in1k,512,54.647,45.353,68.887,31.113,31.05,1.000,bicubic,-42.323,-30.773,-118
deit3_small_patch16_384.fb_in22k_ft_in1k,384,54.590,45.410,68.377,31.623,22.21,1.000,bicubic,-42.090,-31.203,-49
hgnetv2_b2.ssld_stage1_in22k_in1k,224,54.580,45.420,70.597,29.403,11.22,0.965,bicubic,-40.450,-28.583,+451
efficientvit_l2.r224_in1k,224,54.580,45.420,67.947,32.053,63.71,1.000,bicubic,-41.680,-31.383,+69
hgnet_tiny.ssld_in1k,288,54.557,45.443,70.517,29.483,14.74,1.000,bicubic,-41.033,-28.803,+280
caformer_s36.sail_in1k_384,384,54.540,45.460,68.650,31.350,39.30,1.000,bicubic,-42.340,-31.030,-102
convnextv2_base.fcmae_ft_in1k,224,54.527,45.473,68.913,31.087,88.72,0.875,bicubic,-41.943,-30.637,+6
regnetz_e8.ra3_in1k,256,54.527,45.473,68.447,31.553,57.70,0.940,bicubic,-41.903,-30.993,+16
hgnetv2_b3.ssld_stage1_in22k_in1k,288,54.480,45.520,70.923,29.077,16.29,1.000,bicubic,-41.500,-28.417,+153
tf_efficientnetv2_l.in1k,384,54.453,45.547,68.557,31.443,118.52,1.000,bicubic,-42.107,-30.923,-27
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.387,45.613,69.503,30.497,98.95,1.000,bicubic,-42.093,-30.037,-4
dm_nfnet_f5.dm_in1k,544,54.387,45.613,68.570,31.430,377.21,0.954,bicubic,-42.623,-31.100,-132
dm_nfnet_f3.dm_in1k,320,54.363,45.637,68.477,31.523,254.92,0.940,bicubic,-42.007,-30.993,+25
maxvit_small_tf_384.in1k,384,54.327,45.673,68.160,31.840,69.02,1.000,bicubic,-42.413,-31.290,-73
xcit_large_24_p16_224.fb_dist_in1k,224,54.297,45.703,68.963,31.037,189.10,1.000,bicubic,-42.013,-30.517,+42
efficientnet_b5.sw_in12k_ft_in1k,448,54.290,45.710,69.820,30.180,30.39,1.000,bicubic,-42.530,-29.770,-96
efficientvit_l2.r256_in1k,256,54.290,45.710,67.873,32.127,63.71,1.000,bicubic,-42.190,-31.737,-4
inception_next_base.sail_in1k_384,384,54.243,45.757,68.493,31.507,86.67,1.000,bicubic,-42.487,-31.127,-75
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,54.200,45.800,70.277,29.723,936.53,1.000,bilinear,-42.660,-29.393,-107
efficientnetv2_rw_m.agc_in1k,320,54.197,45.803,69.037,30.963,53.24,1.000,bicubic,-41.993,-30.543,+71
regnety_160.sw_in12k_ft_in1k,288,54.163,45.837,68.857,31.143,83.59,1.000,bicubic,-42.657,-30.843,-104
caformer_s18.sail_in22k_ft_in1k,224,54.117,45.883,69.670,30.330,26.34,1.000,bicubic,-41.913,-29.730,+118
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,54.097,45.903,68.783,31.217,36.47,1.000,bicubic,-41.983,-30.457,+98
regnety_160.lion_in12k_ft_in1k,288,54.090,45.910,68.863,31.137,83.59,1.000,bicubic,-42.710,-30.807,-101
tf_efficientnet_b5.ap_in1k,456,53.937,46.063,69.213,30.787,30.39,0.934,bicubic,-42.153,-30.327,+90
regnety_120.sw_in12k_ft_in1k,224,53.937,46.063,68.873,31.127,51.82,0.950,bicubic,-42.263,-30.657,+60
volo_d3_448.sail_in1k,448,53.937,46.063,67.953,32.047,86.63,1.000,bicubic,-43.103,-31.727,-153
caformer_b36.sail_in1k,224,53.927,46.073,66.607,33.393,98.75,1.000,bicubic,-42.613,-32.853,-37
dm_nfnet_f6.dm_in1k,576,53.660,46.340,68.183,31.817,438.36,0.956,bicubic,-43.320,-31.577,-147
xcit_medium_24_p8_224.fb_dist_in1k,224,53.657,46.343,68.307,31.693,84.32,1.000,bicubic,-42.883,-31.353,-40
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,53.597,46.403,69.173,30.827,38.86,0.950,bicubic,-42.403,-30.177,+123
tf_efficientnet_b6.ap_in1k,528,53.593,46.407,68.550,31.450,43.04,0.942,bicubic,-42.767,-30.960,+10
hgnetv2_b2.ssld_stage2_ft_in1k,224,53.527,46.473,69.827,30.173,11.22,0.965,bicubic,-41.683,-29.463,+367
cait_s36_384.fb_dist_in1k,384,53.520,46.480,68.010,31.990,68.37,1.000,bicubic,-43.120,-31.280,-75
tf_efficientnet_b2.ns_jft_in1k,260,53.500,46.500,70.357,29.643,9.11,0.890,bicubic,-42.030,-29.033,+267
hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,53.487,46.513,68.267,31.733,34.36,0.950,bicubic,-42.973,-31.303,-19
dm_nfnet_f3.dm_in1k,416,53.437,46.563,67.580,32.420,254.92,0.940,bicubic,-43.173,-32.050,-70
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,53.430,46.570,68.560,31.440,32.59,0.950,bicubic,-42.880,-30.850,+19
deit3_base_patch16_224.fb_in1k,224,53.430,46.570,67.577,32.423,86.59,0.900,bicubic,-42.360,-32.003,+188
deit3_base_patch16_384.fb_in1k,384,53.417,46.583,67.593,32.407,86.88,1.000,bicubic,-42.813,-31.817,+41
convnext_large.fb_in1k,224,53.407,46.593,68.070,31.930,197.77,0.875,bicubic,-42.633,-31.520,+97
vit_base_patch32_384.augreg_in21k_ft_in1k,384,53.403,46.597,68.150,31.850,88.30,1.000,bicubic,-42.507,-31.080,+136
convformer_s18.sail_in22k_ft_in1k,224,53.393,46.607,68.627,31.373,26.77,1.000,bicubic,-42.707,-30.873,+70
convnextv2_base.fcmae_ft_in1k,288,53.387,46.613,67.783,32.217,88.72,1.000,bicubic,-43.113,-31.847,-40
xcit_medium_24_p8_384.fb_dist_in1k,384,53.360,46.640,68.117,31.883,84.32,1.000,bicubic,-43.420,-31.503,-113
tf_efficientnet_b7.ap_in1k,600,53.320,46.680,68.900,31.100,66.35,0.949,bicubic,-43.020,-30.650,+1
hrnet_w18_ssld.paddle_in1k,288,53.280,46.720,68.143,31.857,21.30,1.000,bilinear,-42.480,-31.267,+189
convnextv2_tiny.fcmae_ft_in22k_in1k,224,53.273,46.727,69.313,30.687,28.64,0.875,bicubic,-42.787,-30.027,+81
tf_efficientnetv2_s.in21k_ft_in1k,300,53.273,46.727,69.130,30.870,21.46,1.000,bicubic,-42.637,-30.230,+130
maxvit_base_tf_224.in1k,224,53.257,46.743,66.213,33.787,119.47,0.950,bicubic,-43.093,-33.167,-5
tf_efficientnetv2_s.in21k_ft_in1k,384,53.253,46.747,69.073,30.927,21.46,1.000,bicubic,-43.207,-30.537,-33
xcit_medium_24_p16_384.fb_dist_in1k,384,53.237,46.763,68.103,31.897,84.40,1.000,bicubic,-43.453,-31.507,-102
tf_efficientnetv2_l.in1k,480,53.183,46.817,67.873,32.127,118.52,1.000,bicubic,-43.547,-31.677,-109
tf_efficientnet_b8.ra_in1k,672,53.173,46.827,68.947,31.053,87.41,0.954,bicubic,-43.527,-30.603,-106
hiera_base_224.mae_in1k_ft_in1k,224,53.163,46.837,67.490,32.510,51.52,0.900,bicubic,-43.187,-31.910,-9
convnext_large.fb_in1k,288,53.143,46.857,67.817,32.183,197.77,1.000,bicubic,-43.247,-31.603,-24
tf_efficientnet_b4.ap_in1k,380,53.123,46.877,68.290,31.710,19.34,0.922,bicubic,-42.377,-31.090,+249
regnetz_e8.ra3_in1k,320,53.060,46.940,67.183,32.817,57.70,1.000,bicubic,-43.560,-32.267,-94
maxvit_large_tf_224.in1k,224,53.010,46.990,65.433,34.567,211.79,0.950,bicubic,-43.340,-33.927,-15
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,52.943,47.057,68.250,31.750,32.59,1.000,bicubic,-43.587,-31.320,-64
convnext_tiny.in12k_ft_in1k_384,384,52.890,47.110,68.363,31.637,28.59,1.000,bicubic,-43.690,-31.297,-85
rexnetr_300.sw_in12k_ft_in1k,224,52.880,47.120,69.177,30.823,34.81,0.950,bicubic,-43.120,-30.313,+91
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,52.783,47.217,66.423,33.577,41.72,0.950,bicubic,-43.377,-33.127,+35
deit3_small_patch16_224.fb_in22k_ft_in1k,224,52.770,47.230,66.850,33.150,22.06,1.000,bicubic,-43.050,-32.340,+148
rdnet_small.nv_in1k,224,52.747,47.253,67.437,32.563,50.44,0.900,bicubic,-43.073,-31.913,+146
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,52.677,47.323,67.773,32.227,32.59,0.950,bicubic,-43.633,-31.607,-7
volo_d3_224.sail_in1k,224,52.677,47.323,66.293,33.707,86.33,0.960,bicubic,-43.783,-33.317,-51
rdnet_base.nv_in1k,224,52.657,47.343,66.860,33.140,87.45,0.900,bicubic,-43.433,-32.460,+51
maxvit_tiny_tf_384.in1k,384,52.607,47.393,66.737,33.263,30.98,1.000,bicubic,-43.983,-32.843,-95
efficientvit_l1.r224_in1k,224,52.547,47.453,65.690,34.310,52.65,1.000,bicubic,-43.423,-33.430,+95
regnety_120.sw_in12k_ft_in1k,288,52.477,47.523,67.500,32.500,51.82,1.000,bicubic,-44.083,-32.180,-90
dm_nfnet_f4.dm_in1k,512,52.403,47.597,66.927,33.073,316.07,0.951,bicubic,-44.547,-32.693,-183
tf_efficientnet_b7.ra_in1k,600,52.373,47.627,68.197,31.803,66.35,0.949,bicubic,-44.237,-31.503,-103
efficientnetv2_rw_m.agc_in1k,416,52.360,47.640,67.237,32.763,53.24,1.000,bicubic,-43.920,-32.323,-8
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,52.330,47.670,66.197,33.803,63.95,0.950,bicubic,-43.800,-33.163,+27
tf_efficientnetv2_m.in1k,384,52.320,47.680,67.097,32.903,54.14,1.000,bicubic,-43.700,-32.403,+71
xcit_small_24_p8_384.fb_dist_in1k,384,52.313,47.687,66.847,33.153,47.63,1.000,bicubic,-44.507,-32.813,-157
inception_next_base.sail_in1k,224,52.293,47.707,65.843,34.157,86.67,0.950,bicubic,-43.617,-33.517,+103
resnet18.fb_swsl_ig1b_ft_in1k,224,52.260,47.740,70.470,29.530,11.69,0.875,bilinear,-38.800,-27.730,+1025
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,52.230,47.770,67.123,32.877,32.59,1.000,bicubic,-44.450,-32.407,-126
xcit_medium_24_p16_224.fb_dist_in1k,224,52.223,47.777,66.883,33.117,84.40,1.000,bicubic,-44.037,-32.597,-9
convformer_b36.sail_in1k_384,384,52.207,47.793,66.353,33.647,99.88,1.000,bicubic,-44.663,-33.297,-177
hgnetv2_b2.ssld_stage1_in22k_in1k,288,52.200,47.800,68.813,31.187,11.22,1.000,bicubic,-43.360,-30.487,+213
deit_base_distilled_patch16_384.fb_in1k,384,52.200,47.800,67.720,32.280,87.63,1.000,bicubic,-44.300,-31.620,-81
convformer_m36.sail_in1k_384,384,52.167,47.833,65.930,34.070,57.05,1.000,bicubic,-44.603,-33.620,-152
xcit_small_24_p8_224.fb_dist_in1k,224,52.163,47.837,66.730,33.270,47.63,1.000,bicubic,-44.387,-32.780,-100
nextvit_large.bd_in1k_384,384,52.143,47.857,67.460,32.540,57.87,1.000,bicubic,-44.327,-31.970,-74
convnext_tiny.fb_in22k_ft_in1k_384,384,52.077,47.923,66.877,33.123,28.59,1.000,bicubic,-44.083,-32.613,+9
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,52.070,47.930,68.833,31.167,236.34,1.000,bicubic,-44.100,-30.567,+4
ecaresnet269d.ra2_in1k,320,52.047,47.953,66.523,33.477,102.09,0.950,bicubic,-44.373,-32.987,-65
resmlp_big_24_224.fb_in22k_ft_in1k,224,51.913,48.087,68.427,31.573,129.14,0.875,bicubic,-44.447,-31.143,-48
convformer_s36.sail_in1k_384,384,51.890,48.110,66.103,33.897,40.01,1.000,bicubic,-44.810,-33.477,-145
fastvit_ma36.apple_dist_in1k,256,51.887,48.113,67.027,32.973,44.07,0.950,bicubic,-44.413,-32.463,-30
xcit_small_24_p16_384.fb_dist_in1k,384,51.870,48.130,66.317,33.683,47.67,1.000,bicubic,-44.510,-33.263,-60
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,51.820,48.180,69.360,30.640,236.34,1.000,bilinear,-44.710,-30.260,-102
convnextv2_tiny.fcmae_ft_in22k_in1k,288,51.757,48.243,67.730,32.270,28.64,1.000,bicubic,-44.583,-31.870,-47
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,51.743,48.257,65.850,34.150,86.43,0.950,bicubic,-44.307,-33.410,+39
cait_s24_384.fb_dist_in1k,384,51.727,48.273,66.307,33.693,47.06,1.000,bicubic,-44.853,-33.243,-120
caformer_m36.sail_in1k,224,51.673,48.327,64.480,35.520,56.20,1.000,bicubic,-44.727,-34.980,-70
caformer_s36.sail_in1k,224,51.660,48.340,64.887,35.113,39.30,1.000,bicubic,-44.430,-34.263,+18
convnext_tiny.in12k_ft_in1k,224,51.640,48.360,67.717,32.283,28.59,0.950,bicubic,-44.550,-31.753,-12
regnety_2560.seer_ft_in1k,384,51.620,48.380,68.107,31.893,"1,282.60",1.000,bicubic,-44.930,-31.363,-115
ecaresnet269d.ra2_in1k,352,51.593,48.407,66.070,33.930,102.09,1.000,bicubic,-44.857,-33.470,-84
rexnetr_300.sw_in12k_ft_in1k,288,51.590,48.410,67.823,32.177,34.81,1.000,bicubic,-44.530,-31.697,0
regnetz_040_h.ra3_in1k,256,51.573,48.427,66.557,33.443,28.94,1.000,bicubic,-44.417,-32.783,+55
vit_base_patch16_224_miil.in21k_ft_in1k,224,51.557,48.443,65.230,34.770,86.54,0.875,bilinear,-44.493,-34.220,+29
tf_efficientnetv2_m.in1k,480,51.513,48.487,66.630,33.370,54.14,1.000,bicubic,-44.967,-33.030,-98
mvitv2_base.fb_in1k,224,51.507,48.493,65.617,34.383,51.47,0.900,bicubic,-44.513,-33.903,+41
davit_small.msft_in1k,224,51.443,48.557,66.433,33.567,49.75,0.950,bicubic,-44.607,-32.967,+25
repvit_m2_3.dist_450e_in1k,224,51.433,48.567,66.833,33.167,23.69,0.950,bicubic,-44.567,-32.657,+45
coat_lite_medium_384.in1k,384,51.407,48.593,65.677,34.323,44.57,1.000,bicubic,-45.213,-33.933,-146
mobilenetv4_hybrid_large.e600_r384_in1k,384,51.403,48.597,65.943,34.057,37.76,0.950,bicubic,-44.587,-33.487,+49
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,51.397,48.603,65.693,34.307,37.76,0.950,bicubic,-44.503,-33.607,+72
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,51.353,48.647,65.713,34.287,38.74,0.950,bicubic,-44.537,-33.377,+75
edgenext_base.in21k_ft_in1k,320,51.340,48.660,65.757,34.243,18.51,1.000,bicubic,-44.850,-33.703,-25
hgnetv2_b2.ssld_stage2_ft_in1k,288,51.330,48.670,68.053,31.947,11.22,1.000,bicubic,-44.420,-31.387,+121
caformer_s18.sail_in1k_384,384,51.303,48.697,65.680,34.320,26.34,1.000,bicubic,-45.147,-33.930,-97
maxvit_rmlp_small_rw_224.sw_in1k,224,51.283,48.717,65.017,34.983,64.90,0.900,bicubic,-44.697,-34.583,+46
maxvit_small_tf_224.in1k,224,51.280,48.720,65.380,34.620,68.93,0.950,bicubic,-44.990,-34.120,-50
davit_base.msft_in1k,224,51.273,48.727,65.200,34.800,87.95,0.950,bicubic,-44.967,-34.080,-42
convnext_tiny.in12k_ft_in1k,288,51.263,48.737,66.947,33.053,28.59,1.000,bicubic,-44.977,-32.443,-44
convnext_base.fb_in1k,224,51.250,48.750,66.120,33.880,88.59,0.875,bicubic,-44.690,-33.370,+53
xcit_small_12_p8_384.fb_dist_in1k,384,51.147,48.853,65.887,34.113,26.21,1.000,bicubic,-45.333,-33.503,-112
convformer_b36.sail_in1k,224,51.110,48.890,64.293,35.707,99.88,1.000,bicubic,-45.140,-35.247,-48
vit_base_patch16_384.orig_in21k_ft_in1k,384,51.050,48.950,65.383,34.617,86.86,1.000,bicubic,-45.130,-34.137,-33
convnext_base.fb_in1k,288,51.030,48.970,65.817,34.183,88.59,1.000,bicubic,-45.300,-33.663,-73
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,51.013,48.987,64.750,35.250,60.23,0.950,bicubic,-44.787,-34.520,+94
convformer_m36.sail_in1k,224,51.003,48.997,63.637,36.363,57.05,1.000,bicubic,-45.077,-35.813,-4
convnext_tiny.fb_in22k_ft_in1k,224,50.963,49.037,66.417,33.583,28.59,0.875,bicubic,-44.777,-33.063,+115
seresnextaa101d_32x8d.ah_in1k,224,50.937,49.063,65.167,34.833,93.59,0.950,bicubic,-45.063,-34.183,+27
nextvit_large.bd_in1k,224,50.910,49.090,66.033,33.967,57.87,0.950,bicubic,-44.970,-33.377,+61
mobilenetv4_hybrid_large.e600_r384_in1k,448,50.837,49.163,65.657,34.343,37.76,1.000,bicubic,-45.063,-33.593,+51
tf_efficientnet_b1.ns_jft_in1k,240,50.800,49.200,67.887,32.113,7.79,0.882,bicubic,-44.080,-31.363,+364
volo_d2_384.sail_in1k,384,50.800,49.200,65.570,34.430,58.87,1.000,bicubic,-45.940,-34.140,-193
convformer_s36.sail_in1k,224,50.793,49.207,64.060,35.940,40.01,1.000,bicubic,-45.327,-35.470,-26
xcit_small_24_p16_224.fb_dist_in1k,224,50.743,49.257,65.047,34.953,47.67,1.000,bicubic,-45.057,-34.343,+84
flexivit_base.1200ep_in1k,240,50.737,49.263,65.127,34.873,86.59,0.950,bicubic,-45.393,-34.333,-37
eca_nfnet_l2.ra3_in1k,320,50.727,49.273,65.833,34.167,56.72,0.900,bicubic,-45.303,-33.727,+1
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,50.710,49.290,65.410,34.590,37.76,1.000,bicubic,-45.390,-34.110,-24
tiny_vit_11m_224.dist_in22k_ft_in1k,224,50.707,49.293,66.893,33.107,11.00,0.950,bicubic,-45.013,-32.387,+112
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,50.700,49.300,65.217,34.783,22.52,0.950,bicubic,-45.150,-34.183,+58
efficientnet_b4.ra2_in1k,320,50.673,49.327,65.983,34.017,19.34,0.875,bicubic,-44.747,-33.297,+186
convformer_s18.sail_in1k_384,384,50.670,49.330,65.640,34.360,26.77,1.000,bicubic,-45.580,-33.800,-69
repvit_m2_3.dist_300e_in1k,224,50.657,49.343,66.677,33.323,23.69,0.950,bicubic,-45.013,-32.603,+117
regnetz_040.ra3_in1k,256,50.640,49.360,65.223,34.777,27.12,1.000,bicubic,-45.120,-34.107,+89
edgenext_base.in21k_ft_in1k,256,50.603,49.397,65.007,34.993,18.51,0.950,bicubic,-45.277,-34.403,+45
resnetrs420.tf_in1k,320,50.603,49.397,64.883,35.117,191.89,1.000,bicubic,-45.497,-34.527,-33
dm_nfnet_f2.dm_in1k,256,50.600,49.400,65.020,34.980,193.78,0.920,bicubic,-45.430,-34.470,-3
efficientnetv2_rw_s.ra2_in1k,288,50.590,49.410,65.553,34.447,23.94,1.000,bicubic,-44.850,-33.657,+172
efficientvit_b3.r256_in1k,256,50.567,49.433,64.200,35.800,48.65,1.000,bicubic,-45.263,-35.110,+60
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,50.550,49.450,67.950,32.050,387.93,1.000,bilinear,-45.750,-31.640,-90
coatnet_rmlp_2_rw_224.sw_in1k,224,50.550,49.450,63.383,36.617,73.88,0.950,bicubic,-45.690,-36.267,-73
efficientnet_b4.ra2_in1k,384,50.533,49.467,65.803,34.197,19.34,1.000,bicubic,-44.987,-33.597,+151
edgenext_base.usi_in1k,256,50.507,49.493,66.190,33.810,18.51,0.950,bicubic,-45.263,-33.200,+76
xcit_small_12_p8_224.fb_dist_in1k,224,50.463,49.537,65.507,34.493,26.21,1.000,bicubic,-45.497,-33.673,+11
hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,50.457,49.543,65.433,34.567,34.36,0.950,bicubic,-45.663,-33.877,-48
regnetz_d32.ra3_in1k,256,50.440,49.560,66.807,33.193,27.58,0.950,bicubic,-44.950,-32.363,+180
xcit_small_12_p16_384.fb_dist_in1k,384,50.440,49.560,65.290,34.710,26.25,1.000,bicubic,-45.940,-34.230,-121
volo_d1_384.sail_in1k,384,50.440,49.560,64.830,35.170,26.78,1.000,bicubic,-46.050,-34.720,-152
efficientvit_b3.r288_in1k,288,50.387,49.613,64.077,35.923,48.65,1.000,bicubic,-45.733,-35.233,-53
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,50.380,49.620,64.967,35.033,60.40,0.950,bicubic,-45.190,-34.263,+132
flexivit_base.600ep_in1k,240,50.380,49.620,64.677,35.323,86.59,0.950,bicubic,-45.600,-34.743,+2
seresnet152d.ra2_in1k,256,50.340,49.660,65.043,34.957,66.84,0.950,bicubic,-45.730,-34.307,-39
resnetrs350.tf_in1k,288,50.340,49.660,64.553,35.447,163.96,1.000,bicubic,-45.880,-34.957,-79
fastvit_sa36.apple_dist_in1k,256,50.327,49.673,65.720,34.280,31.53,0.900,bicubic,-45.623,-33.670,+6
regnetz_040_h.ra3_in1k,320,50.320,49.680,65.617,34.383,28.94,1.000,bicubic,-46.020,-33.893,-116
inception_next_small.sail_in1k,224,50.293,49.707,65.130,34.870,49.37,0.875,bicubic,-45.397,-34.140,+90
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,50.287,49.713,66.150,33.850,194.03,0.875,bilinear,-45.123,-33.130,+164
pit_b_distilled_224.in1k,224,50.253,49.747,64.953,35.047,74.79,0.900,bicubic,-45.607,-34.247,+29
cait_s24_224.fb_dist_in1k,224,50.250,49.750,65.003,34.997,46.92,1.000,bicubic,-45.400,-34.377,+98
eca_nfnet_l2.ra3_in1k,384,50.213,49.787,65.463,34.537,56.72,1.000,bicubic,-46.247,-34.107,-156
pvt_v2_b5.in1k,224,50.180,49.820,65.063,34.937,81.96,0.900,bicubic,-45.770,-34.297,-3
mvitv2_small.fb_in1k,224,50.163,49.837,64.893,35.107,34.87,0.900,bicubic,-45.727,-34.527,+13
vit_small_patch16_384.augreg_in21k_ft_in1k,384,50.160,49.840,65.887,34.113,22.20,1.000,bicubic,-45.840,-33.713,-22
resnest269e.in1k,416,50.140,49.860,64.663,35.337,110.93,0.928,bicubic,-45.980,-34.637,-70
tresnet_v2_l.miil_in21k_ft_in1k,224,50.120,49.880,65.177,34.823,46.17,0.875,bilinear,-45.720,-34.113,+27
tf_efficientnet_b3.ap_in1k,300,50.110,49.890,65.313,34.687,12.23,0.904,bicubic,-44.900,-33.887,+283
deit3_medium_patch16_224.fb_in1k,224,50.090,49.910,64.693,35.307,38.85,0.900,bicubic,-45.300,-34.647,+163
deit_base_distilled_patch16_224.fb_in1k,224,50.067,49.933,66.250,33.750,87.34,0.900,bicubic,-45.713,-33.050,+50
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,50.057,49.943,64.943,35.057,38.88,0.950,bicubic,-45.733,-34.447,+45
pvt_v2_b4.in1k,224,50.050,49.950,65.097,34.903,62.56,0.900,bicubic,-45.900,-34.253,-8
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,50.017,49.983,64.617,35.383,60.40,0.950,bicubic,-45.653,-34.653,+80
flexivit_base.300ep_in1k,240,49.993,50.007,64.150,35.850,86.59,0.950,bicubic,-45.957,-35.240,-11
coat_lite_medium.in1k,224,49.977,50.023,64.800,35.200,44.57,0.900,bicubic,-46.023,-34.600,-28
nextvit_base.bd_in1k_384,384,49.967,50.033,65.603,34.397,44.82,1.000,bicubic,-46.373,-33.977,-137
seresnext101d_32x8d.ah_in1k,224,49.963,50.037,63.560,36.440,93.59,0.950,bicubic,-46.137,-35.740,-70
efficientformer_l7.snap_dist_in1k,224,49.850,50.150,66.030,33.970,82.23,0.950,bicubic,-45.770,-33.370,+86
resnet152d.ra2_in1k,256,49.837,50.163,64.857,35.143,60.21,0.950,bicubic,-45.583,-34.433,+138
resnest200e.in1k,320,49.813,50.187,64.783,35.217,70.20,0.909,bicubic,-46.297,-34.697,-79
volo_d2_224.sail_in1k,224,49.777,50.223,64.563,35.437,58.68,0.960,bicubic,-46.643,-34.957,-163
seresnextaa101d_32x8d.ah_in1k,288,49.763,50.237,64.487,35.513,93.59,1.000,bicubic,-46.657,-35.033,-165
resnet200d.ra2_in1k,256,49.750,50.250,64.910,35.090,64.69,0.950,bicubic,-45.900,-34.400,+76
xception65.ra3_in1k,299,49.750,50.250,63.470,36.530,39.92,0.940,bicubic,-45.930,-35.980,+68
mobilenetv4_conv_large.e600_r384_in1k,448,49.747,50.253,64.667,35.333,32.59,1.000,bicubic,-45.933,-34.643,+65
resnetaa101d.sw_in12k_ft_in1k,224,49.723,50.277,64.583,35.417,44.57,0.950,bicubic,-46.107,-34.607,+13
mobilenetv4_conv_large.e600_r384_in1k,384,49.673,50.327,65.140,34.860,32.59,0.950,bicubic,-45.717,-34.340,+144
swinv2_base_window16_256.ms_in1k,256,49.597,50.403,63.717,36.283,87.92,0.900,bicubic,-46.573,-35.783,-103
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,49.567,50.433,65.567,34.433,15.62,1.000,bicubic,-46.213,-33.713,+30
nextvit_base.bd_in1k,224,49.560,50.440,64.893,35.107,44.82,0.950,bicubic,-46.130,-34.347,+57
maxvit_rmlp_tiny_rw_256.sw_in1k,256,49.557,50.443,63.733,36.267,29.15,0.950,bicubic,-46.493,-35.617,-68
efficientformerv2_l.snap_dist_in1k,224,49.550,50.450,65.107,34.893,26.32,0.950,bicubic,-46.190,-34.253,+42
pvt_v2_b3.in1k,224,49.547,50.453,64.737,35.263,45.24,0.900,bicubic,-45.933,-34.393,+108
convnext_small.fb_in1k,224,49.540,50.460,64.930,35.070,50.22,0.875,bicubic,-46.070,-34.350,+80
fastvit_ma36.apple_in1k,256,49.523,50.477,63.457,36.543,44.07,0.950,bicubic,-46.487,-35.903,-53
cait_xs24_384.fb_dist_in1k,384,49.503,50.497,64.837,35.163,26.67,1.000,bicubic,-46.507,-34.583,-55
tf_efficientnet_b5.ra_in1k,456,49.483,50.517,65.607,34.393,30.39,0.934,bicubic,-46.507,-33.853,-48
resnet200d.ra2_in1k,320,49.427,50.573,64.303,35.697,64.69,1.000,bicubic,-46.693,-35.157,-101
xcit_small_12_p16_224.fb_dist_in1k,224,49.410,50.590,63.903,36.097,26.25,1.000,bicubic,-46.360,-35.517,+25
mobilenetv4_conv_aa_large.e600_r384_in1k,384,49.390,50.610,64.317,35.683,32.59,0.950,bicubic,-46.320,-35.023,+44
hiera_small_224.mae_in1k_ft_in1k,224,49.377,50.623,64.433,35.567,35.01,0.900,bicubic,-46.443,-34.967,+5
resnest101e.in1k,256,49.373,50.627,65.513,34.487,48.28,0.875,bilinear,-46.237,-33.867,+70
vit_base_patch32_224.augreg_in21k_ft_in1k,224,49.370,50.630,64.453,35.547,88.22,0.900,bicubic,-45.030,-34.607,+417
regnetz_d8.ra3_in1k,256,49.310,50.690,65.443,34.557,23.37,0.940,bicubic,-46.520,-33.807,-7
dm_nfnet_f2.dm_in1k,352,49.303,50.697,63.923,36.077,193.78,0.920,bicubic,-47.227,-35.617,-220
rdnet_tiny.nv_in1k,224,49.300,50.700,63.573,36.427,23.86,0.900,bicubic,-46.020,-35.877,+143
resnet152d.ra2_in1k,320,49.280,50.720,64.433,35.567,60.21,1.000,bicubic,-46.580,-34.997,-19
tiny_vit_21m_224.in1k,224,49.247,50.753,64.283,35.717,21.20,0.950,bicubic,-46.443,-35.097,+41
seresnet152d.ra2_in1k,320,49.207,50.793,64.270,35.730,66.84,1.000,bicubic,-47.113,-35.240,-162
dm_nfnet_f1.dm_in1k,224,49.183,50.817,63.513,36.487,132.63,0.910,bicubic,-46.427,-35.727,+58
regnetz_040.ra3_in1k,320,49.180,50.820,64.043,35.957,27.12,1.000,bicubic,-47.020,-35.467,-133
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,49.170,50.830,65.447,34.553,236.34,0.875,bicubic,-46.580,-33.913,+19
xcit_large_24_p8_224.fb_in1k,224,49.157,50.843,62.720,37.280,188.93,1.000,bicubic,-46.933,-36.790,-102
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,49.153,50.847,65.493,34.507,88.79,0.875,bilinear,-46.187,-33.837,+128
resnetrs270.tf_in1k,256,49.140,50.860,63.827,36.173,129.86,1.000,bicubic,-46.690,-35.583,-19
convnext_small.fb_in1k,288,49.043,50.957,64.770,35.230,50.22,1.000,bicubic,-46.947,-34.620,-66
repvgg_b3.rvgg_in1k,224,49.020,50.980,64.893,35.107,123.09,0.875,bilinear,-45.590,-34.247,+341
gcvit_base.in1k,224,49.000,51.000,63.957,36.043,90.32,0.875,bicubic,-47.060,-35.433,-99
resmlp_big_24_224.fb_distilled_in1k,224,48.997,51.003,65.427,34.573,129.14,0.875,bicubic,-46.863,-34.013,-32
maxxvit_rmlp_small_rw_256.sw_in1k,256,48.997,51.003,63.100,36.900,66.01,0.950,bicubic,-47.233,-36.390,-149
volo_d1_224.sail_in1k,224,48.983,51.017,63.170,36.830,26.63,0.960,bicubic,-47.047,-36.340,-86
resnext101_64x4d.tv_in1k,224,48.970,51.030,63.533,36.467,83.46,0.875,bilinear,-46.870,-35.787,-29
efficientvit_b3.r224_in1k,224,48.963,51.037,62.997,37.003,48.65,0.950,bicubic,-46.587,-36.203,+68
resnetaa101d.sw_in12k_ft_in1k,288,48.953,51.047,64.137,35.863,44.57,1.000,bicubic,-47.417,-35.453,-194
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,48.953,51.047,64.033,35.967,38.88,0.950,bicubic,-46.957,-35.407,-54
mobilenetv4_conv_aa_large.e600_r384_in1k,480,48.880,51.120,63.520,36.480,32.59,1.000,bicubic,-47.150,-36.030,-94
resnetrs420.tf_in1k,416,48.817,51.183,63.480,36.520,191.89,1.000,bicubic,-47.633,-36.080,-215
maxvit_tiny_tf_224.in1k,224,48.803,51.197,62.953,37.047,30.92,0.950,bicubic,-47.027,-36.347,-28
seresnext101_32x8d.ah_in1k,224,48.750,51.250,62.243,37.757,93.57,0.950,bicubic,-47.050,-37.157,-16
convformer_s18.sail_in1k,224,48.740,51.260,62.977,37.023,26.77,1.000,bicubic,-46.590,-36.403,+117
caformer_s18.sail_in1k,224,48.733,51.267,62.943,37.057,26.34,1.000,bicubic,-46.997,-36.227,+6
regnetz_d8_evos.ch_in1k,256,48.730,51.270,64.333,35.667,23.46,0.950,bicubic,-47.070,-34.927,-23
hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.700,51.300,66.030,33.970,6.34,0.965,bicubic,-44.920,-32.930,+585
efficientnetv2_rw_s.ra2_in1k,384,48.690,51.310,63.850,36.150,23.94,1.000,bicubic,-47.060,-35.620,-2
regnetz_d32.ra3_in1k,320,48.627,51.373,65.233,34.767,27.58,0.950,bicubic,-47.243,-34.207,-51
deit3_small_patch16_384.fb_in1k,384,48.607,51.393,62.750,37.250,22.21,1.000,bicubic,-47.053,-36.700,+21
efficientnet_b3.ra2_in1k,320,48.600,51.400,64.340,35.660,12.23,1.000,bicubic,-46.550,-34.870,+166
edgenext_base.usi_in1k,320,48.580,51.420,64.410,35.590,18.51,1.000,bicubic,-47.210,-34.850,-24
swinv2_small_window16_256.ms_in1k,256,48.550,51.450,62.653,37.347,49.73,0.900,bicubic,-47.510,-36.727,-118
seresnext101d_32x8d.ah_in1k,288,48.517,51.483,62.977,37.023,93.59,1.000,bicubic,-47.853,-36.493,-209
ecaresnet101d.miil_in1k,224,48.510,51.490,64.117,35.883,44.57,0.875,bicubic,-46.690,-35.133,+151
focalnet_base_lrf.ms_in1k,224,48.433,51.567,62.997,37.003,88.75,0.900,bicubic,-47.407,-36.173,-47
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,48.423,51.577,63.933,36.067,36.43,0.900,bicubic,-46.717,-35.287,+165
vit_large_patch32_384.orig_in21k_ft_in1k,384,48.363,51.637,61.900,38.100,306.63,1.000,bicubic,-46.887,-37.500,+127
focalnet_base_srf.ms_in1k,224,48.323,51.677,63.020,36.980,88.15,0.900,bicubic,-47.567,-36.340,-67
swinv2_base_window8_256.ms_in1k,256,48.293,51.707,63.410,36.590,87.92,0.900,bicubic,-47.757,-35.980,-122
rexnetr_200.sw_in12k_ft_in1k,224,48.277,51.723,65.303,34.697,16.52,0.950,bicubic,-47.013,-34.087,+111
repvgg_b3g4.rvgg_in1k,224,48.253,51.747,64.817,35.183,83.83,0.875,bilinear,-46.247,-34.273,+342
convit_base.fb_in1k,224,48.217,51.783,63.003,36.997,86.54,0.875,bicubic,-46.903,-36.137,+167
fastvit_sa36.apple_in1k,256,48.200,51.800,62.753,37.247,31.53,0.900,bicubic,-47.420,-36.697,+16
swin_s3_base_224.ms_in1k,224,48.163,51.837,62.290,37.710,71.13,0.900,bicubic,-47.907,-37.120,-134
resnext101_32x8d.tv2_in1k,224,48.133,51.867,62.700,37.300,88.79,0.965,bilinear,-47.177,-36.650,+101
sequencer2d_l.in1k,224,48.130,51.870,62.283,37.717,54.30,0.875,bicubic,-47.730,-37.187,-68
nextvit_small.bd_in1k_384,384,48.123,51.877,64.127,35.873,31.76,1.000,bicubic,-48.007,-35.273,-162
gcvit_small.in1k,224,48.097,51.903,62.777,37.223,51.09,0.875,bicubic,-47.823,-36.713,-87
regnety_160.deit_in1k,224,48.053,51.947,63.587,36.413,83.59,0.950,bicubic,-47.477,-35.713,+36
tf_efficientnetv2_b3.in21k_ft_in1k,300,48.050,51.950,64.817,35.183,14.36,0.900,bicubic,-47.560,-34.483,+16
regnetz_d8.ra3_in1k,320,48.027,51.973,64.323,35.677,23.37,1.000,bicubic,-47.993,-35.167,-121
focalnet_small_lrf.ms_in1k,224,48.013,51.987,63.093,36.907,50.34,0.900,bicubic,-47.717,-36.277,-20
resnetrs350.tf_in1k,384,47.987,52.013,62.597,37.403,163.96,1.000,bicubic,-48.273,-37.013,-198
fastvit_sa24.apple_dist_in1k,256,47.980,52.020,62.843,37.157,21.55,0.900,bicubic,-47.600,-36.407,+19
repvit_m1_5.dist_450e_in1k,224,47.973,52.027,63.670,36.330,14.64,0.950,bicubic,-47.347,-35.590,+88
efficientnet_b3.ra2_in1k,288,47.970,52.030,63.930,36.070,12.23,0.875,bicubic,-46.970,-35.170,+206
eca_nfnet_l1.ra2_in1k,256,47.967,52.033,63.090,36.910,41.41,0.900,bicubic,-47.643,-36.170,+6
twins_svt_large.in1k,224,47.940,52.060,62.810,37.190,99.27,0.900,bicubic,-47.760,-36.530,-20
convnextv2_tiny.fcmae_ft_in1k,224,47.927,52.073,63.297,36.703,28.64,0.875,bicubic,-47.373,-35.933,+89
resnext101_32x8d.tv2_in1k,176,47.923,52.077,62.833,37.167,88.79,0.875,bilinear,-46.987,-36.387,+209
vit_relpos_base_patch16_224.sw_in1k,224,47.893,52.107,62.847,37.153,86.43,0.900,bicubic,-47.287,-36.433,+128
resnetrs200.tf_in1k,256,47.893,52.107,62.093,37.907,93.21,1.000,bicubic,-47.927,-37.237,-65
convnextv2_nano.fcmae_ft_in22k_in1k,224,47.873,52.127,63.920,36.080,15.62,0.875,bicubic,-47.507,-35.400,+65
mixer_b16_224.miil_in21k_ft_in1k,224,47.853,52.147,63.387,36.613,59.88,0.875,bilinear,-47.047,-35.693,+209
tf_efficientnet_b5.aa_in1k,456,47.840,52.160,63.957,36.043,30.39,0.934,bicubic,-48.050,-35.383,-93
regnetv_064.ra3_in1k,224,47.797,52.203,63.407,36.593,30.58,0.950,bicubic,-47.693,-35.943,+26
repvit_m1_5.dist_300e_in1k,224,47.783,52.217,63.713,36.287,14.64,0.950,bicubic,-47.357,-35.527,+132
repvgg_b2g4.rvgg_in1k,224,47.777,52.223,64.417,35.583,61.76,0.875,bilinear,-46.073,-34.333,+483
regnety_1280.seer_ft_in1k,384,47.763,52.237,64.133,35.867,644.81,1.000,bicubic,-48.567,-35.277,-231
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,47.757,52.243,65.663,34.337,217.32,1.000,bilinear,-48.533,-33.867,-222
vit_little_patch16_reg4_gap_256.sbb_in1k,256,47.743,52.257,62.407,37.593,22.52,0.950,bicubic,-47.587,-36.743,+68
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,47.733,52.267,62.400,37.600,86.43,0.900,bicubic,-47.527,-36.770,+89
repvgg_d2se.rvgg_in1k,320,47.730,52.270,62.810,37.190,133.33,1.000,bilinear,-48.190,-36.460,-113
tf_efficientnetv2_b3.in21k_ft_in1k,240,47.713,52.287,64.133,35.867,14.36,0.900,bicubic,-47.157,-34.887,+213
mvitv2_tiny.fb_in1k,224,47.703,52.297,62.697,37.303,24.17,0.900,bicubic,-47.697,-36.463,+44
vit_relpos_medium_patch16_cls_224.sw_in1k,224,47.637,52.363,61.797,38.203,38.76,0.900,bicubic,-47.643,-37.463,+79
eca_nfnet_l1.ra2_in1k,320,47.617,52.383,62.643,37.357,41.41,1.000,bicubic,-48.323,-36.737,-119
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,47.610,52.390,63.327,36.673,11.07,0.950,bicubic,-48.010,-35.993,-20
ecaresnet101d.miil_in1k,288,47.580,52.420,63.473,36.527,44.57,0.950,bicubic,-48.060,-35.887,-25
seresnext101_32x8d.ah_in1k,288,47.577,52.423,61.370,38.630,93.57,1.000,bicubic,-48.553,-38.010,-193
regnetz_d8_evos.ch_in1k,320,47.563,52.437,63.770,36.230,23.46,1.000,bicubic,-48.637,-35.720,-209
pit_s_distilled_224.in1k,224,47.557,52.443,63.187,36.813,24.04,0.900,bicubic,-47.143,-35.653,+244
mobilenetv4_conv_large.e500_r256_in1k,256,47.537,52.463,62.863,37.137,32.59,0.950,bicubic,-46.863,-36.057,+329
focalnet_small_srf.ms_in1k,224,47.517,52.483,62.327,37.673,49.89,0.900,bicubic,-48.113,-37.043,-28
resnest50d_4s2x40d.in1k,224,47.497,52.503,63.857,36.143,30.42,0.875,bicubic,-47.223,-35.313,+235
efficientnet_b3_pruned.in1k,300,47.460,52.540,62.857,37.143,9.86,0.904,bicubic,-47.160,-36.293,+262
davit_tiny.msft_in1k,224,47.433,52.567,63.277,36.723,28.36,0.950,bicubic,-47.667,-35.743,+127
dm_nfnet_f1.dm_in1k,320,47.433,52.567,62.127,37.873,132.63,0.910,bicubic,-48.897,-37.403,-252
coatnet_rmlp_1_rw_224.sw_in1k,224,47.410,52.590,61.367,38.633,41.69,0.950,bicubic,-48.100,-37.893,0
vit_base_patch16_224.orig_in21k_ft_in1k,224,47.400,52.600,61.697,38.303,86.57,0.900,bicubic,-47.820,-37.563,+86
xcit_small_24_p8_224.fb_in1k,224,47.357,52.643,61.113,38.887,47.63,1.000,bicubic,-48.603,-38.267,-139
crossvit_18_dagger_408.in1k,408,47.347,52.653,60.887,39.113,44.61,1.000,bicubic,-48.783,-38.493,-209
mobilenetv4_conv_large.e500_r256_in1k,320,47.333,52.667,62.390,37.610,32.59,1.000,bicubic,-47.827,-36.950,+98
hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.323,52.677,64.477,35.523,6.34,1.000,bicubic,-46.797,-34.483,+402
resnet101d.ra2_in1k,256,47.307,52.693,62.957,37.043,44.57,0.950,bicubic,-48.123,-36.303,+13
poolformerv2_m48.sail_in1k,224,47.297,52.703,63.887,36.113,73.35,1.000,bicubic,-47.903,-35.343,+91
tresnet_m.miil_in21k_ft_in1k,224,47.297,52.703,62.047,37.953,31.39,0.875,bilinear,-48.123,-37.263,+17
wide_resnet101_2.tv2_in1k,224,47.247,52.753,61.967,38.033,126.89,0.965,bilinear,-48.003,-37.283,+69
efficientformer_l3.snap_dist_in1k,224,47.237,52.763,63.450,36.550,31.41,0.950,bicubic,-47.983,-35.720,+75
repvit_m3.dist_in1k,224,47.203,52.797,63.497,36.503,10.68,0.950,bicubic,-47.527,-35.583,+218
convnext_nano.in12k_ft_in1k,224,47.193,52.807,63.967,36.033,15.59,0.950,bicubic,-48.027,-35.203,+74
regnety_032.ra_in1k,224,47.190,52.810,62.537,37.463,19.44,0.950,bicubic,-47.730,-36.643,+164
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.183,52.817,63.400,36.600,44.18,0.875,bilinear,-47.977,-35.850,+88
efficientvit_b2.r256_in1k,256,47.183,52.817,61.670,38.330,24.33,1.000,bicubic,-48.107,-37.440,+50
tf_efficientnet_b6.aa_in1k,528,47.160,52.840,63.040,36.960,43.04,0.942,bicubic,-49.130,-36.590,-257
regnety_080.ra3_in1k,224,47.160,52.840,62.090,37.910,39.18,0.950,bicubic,-48.410,-37.200,-26
convnext_tiny.fb_in1k,224,47.133,52.867,63.180,36.820,28.59,0.875,bicubic,-47.837,-36.030,+146
resnetrs270.tf_in1k,352,47.130,52.870,62.063,37.937,129.86,1.000,bicubic,-48.930,-37.417,-197
regnety_320.tv2_in1k,224,47.083,52.917,62.087,37.913,145.05,0.965,bicubic,-48.507,-37.073,-39
efficientvit_b2.r288_in1k,288,47.080,52.920,61.683,38.317,24.33,1.000,bicubic,-48.530,-37.607,-43
xcit_small_12_p8_224.fb_in1k,224,47.080,52.920,60.657,39.343,26.21,1.000,bicubic,-48.370,-38.733,-7
tf_efficientnet_b4.aa_in1k,380,47.070,52.930,62.850,37.150,19.34,0.922,bicubic,-48.520,-36.550,-41
inception_next_tiny.sail_in1k,224,47.037,52.963,62.957,37.043,28.06,0.875,bicubic,-48.083,-36.163,+95
regnetz_c16.ra3_in1k,256,47.027,52.973,63.673,36.327,13.46,0.940,bicubic,-48.133,-35.577,+81
vit_base_patch16_rpn_224.sw_in1k,224,47.027,52.973,62.427,37.573,86.54,0.900,bicubic,-47.803,-36.663,+181
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.017,52.983,63.000,37.000,11.07,1.000,bicubic,-48.703,-36.300,-82
swin_base_patch4_window12_384.ms_in1k,384,46.997,53.003,61.867,38.133,87.90,1.000,bicubic,-49.393,-37.663,-300
swinv2_small_window8_256.ms_in1k,256,46.990,53.010,62.160,37.840,49.73,0.900,bicubic,-48.780,-37.140,-102
hgnetv2_b1.ssld_stage2_ft_in1k,224,46.967,53.033,64.367,35.633,6.34,0.965,bicubic,-46.653,-34.383,+493
convnext_tiny_hnf.a2h_in1k,224,46.957,53.043,61.160,38.840,28.59,0.950,bicubic,-47.803,-38.010,+187
convnextv2_tiny.fcmae_ft_in1k,288,46.953,53.047,62.473,37.527,28.64,1.000,bicubic,-48.867,-36.947,-123
rexnetr_200.sw_in12k_ft_in1k,288,46.937,53.063,63.830,36.170,16.52,1.000,bicubic,-48.383,-35.430,+19
resnet101d.ra2_in1k,320,46.930,53.070,62.447,37.553,44.57,1.000,bicubic,-48.820,-36.993,-100
coat_small.in1k,224,46.930,53.070,61.367,38.633,21.69,0.900,bicubic,-48.280,-37.893,+58
xception65p.ra3_in1k,299,46.890,53.110,61.070,38.930,39.82,0.940,bicubic,-48.780,-38.330,-79
xcit_large_24_p16_224.fb_in1k,224,46.890,53.110,60.760,39.240,189.10,1.000,bicubic,-48.060,-38.440,+135
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,46.887,53.113,62.573,37.427,11.07,0.950,bicubic,-48.213,-36.567,+85
nextvit_small.bd_in1k,224,46.857,53.143,62.813,37.187,31.76,0.950,bicubic,-48.373,-36.317,+43
maxvit_tiny_rw_224.sw_in1k,224,46.847,53.153,60.767,39.233,29.06,0.950,bicubic,-48.883,-38.523,-96
resnet152.a1h_in1k,224,46.847,53.153,60.590,39.410,60.19,0.950,bicubic,-48.733,-38.630,-56
pvt_v2_b2_li.in1k,224,46.803,53.197,62.390,37.610,22.55,0.900,bicubic,-48.467,-36.900,+26
gc_efficientnetv2_rw_t.agc_in1k,224,46.790,53.210,61.323,38.677,13.68,1.000,bicubic,-47.750,-37.737,+244
resnet152.tv2_in1k,224,46.777,53.223,61.003,38.997,60.19,0.965,bilinear,-48.303,-38.187,+90
efficientformerv2_s2.snap_dist_in1k,224,46.767,53.233,61.837,38.163,12.71,0.950,bicubic,-48.343,-37.283,+77
seresnext101_64x4d.gluon_in1k,224,46.677,53.323,61.363,38.637,88.23,0.875,bicubic,-47.983,-37.737,+207
fastvit_sa24.apple_in1k,256,46.657,53.343,61.637,38.363,21.55,0.900,bicubic,-48.653,-37.673,+11
regnety_640.seer_ft_in1k,384,46.610,53.390,63.093,36.907,281.38,1.000,bicubic,-49.420,-36.247,-210
fbnetv3_g.ra2_in1k,240,46.590,53.410,62.600,37.400,16.62,0.950,bilinear,-48.010,-36.500,+214
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.577,53.423,63.923,36.077,28.29,0.900,bicubic,-48.263,-35.317,+155
twins_pcpvt_large.in1k,224,46.543,53.457,62.193,37.807,60.99,0.900,bicubic,-49.197,-37.177,-114
convnext_tiny.fb_in1k,288,46.530,53.470,63.247,36.753,28.59,1.000,bicubic,-48.680,-36.073,+40
regnetv_064.ra3_in1k,288,46.520,53.480,62.297,37.703,30.58,1.000,bicubic,-49.280,-37.123,-142
resnet152.a1h_in1k,288,46.520,53.480,60.517,39.483,60.19,1.000,bicubic,-49.260,-38.923,-131
swin_base_patch4_window7_224.ms_in1k,224,46.507,53.493,61.470,38.530,87.77,0.900,bicubic,-49.393,-38.080,-176
convnextv2_nano.fcmae_ft_in22k_in1k,288,46.463,53.537,62.877,37.123,15.62,1.000,bicubic,-48.917,-36.353,-19
efficientnetv2_rw_t.ra2_in1k,224,46.433,53.567,61.437,38.563,13.65,1.000,bicubic,-48.227,-37.623,+194
xcit_medium_24_p8_224.fb_in1k,224,46.423,53.577,59.597,40.403,84.32,1.000,bicubic,-49.467,-39.763,-173
coatnet_1_rw_224.sw_in1k,224,46.417,53.583,60.103,39.897,41.72,0.950,bicubic,-49.203,-39.117,-88
gcvit_tiny.in1k,224,46.407,53.593,61.660,38.340,28.22,0.875,bicubic,-49.293,-37.710,-110
resnetrs200.tf_in1k,320,46.393,53.607,60.970,39.030,93.21,1.000,bicubic,-49.927,-38.570,-311
swin_s3_small_224.ms_in1k,224,46.383,53.617,60.840,39.160,49.74,0.900,bicubic,-49.467,-38.570,-167
crossvit_15_dagger_408.in1k,408,46.383,53.617,60.533,39.467,28.50,1.000,bicubic,-49.447,-38.757,-160
fbnetv3_g.ra2_in1k,288,46.377,53.623,62.477,37.523,16.62,0.950,bilinear,-48.753,-36.713,+54
hgnetv2_b0.ssld_stage1_in22k_in1k,224,46.310,53.690,63.407,36.593,6.00,0.965,bicubic,-46.360,-35.193,+613
tresnet_xl.miil_in1k,224,46.307,53.693,61.890,38.110,78.44,0.875,bilinear,-48.773,-37.290,+65
cs3se_edgenet_x.c2ns_in1k,256,46.307,53.693,61.277,38.723,50.72,0.950,bicubic,-49.303,-38.023,-93
hgnetv2_b0.ssld_stage2_ft_in1k,224,46.287,53.713,63.273,36.727,6.00,0.965,bicubic,-46.553,-35.417,+591
xcit_tiny_24_p8_224.fb_dist_in1k,224,46.280,53.720,60.613,39.387,12.11,1.000,bicubic,-49.200,-38.717,-63
rexnet_300.nav_in1k,224,46.253,53.747,62.443,37.557,34.71,0.875,bicubic,-49.307,-36.997,-77
sequencer2d_m.in1k,224,46.247,53.753,60.817,39.183,38.31,0.875,bicubic,-49.363,-38.463,-97
xcit_tiny_24_p8_384.fb_dist_in1k,384,46.247,53.753,60.640,39.360,12.11,1.000,bicubic,-50.003,-38.670,-301
dm_nfnet_f0.dm_in1k,192,46.210,53.790,61.467,38.533,71.49,0.900,bicubic,-48.480,-37.323,+169
resnest50d_1s4x24d.in1k,224,46.203,53.797,62.513,37.487,25.68,0.875,bicubic,-48.177,-36.517,+254
resnetrs152.tf_in1k,256,46.203,53.797,60.767,39.233,86.62,1.000,bicubic,-49.177,-38.413,-37
repvit_m1_1.dist_450e_in1k,224,46.167,53.833,63.340,36.660,8.80,0.950,bicubic,-48.383,-35.650,+206
mobilenetv4_hybrid_medium.e500_r224_in1k,224,46.167,53.833,61.900,38.100,11.07,0.950,bicubic,-48.033,-37.120,+307
nfnet_l0.ra2_in1k,224,46.153,53.847,62.790,37.210,35.07,0.900,bicubic,-48.737,-36.340,+108
deit_small_distilled_patch16_224.fb_in1k,224,46.153,53.847,62.453,37.547,22.44,0.900,bicubic,-48.427,-36.637,+190
gernet_m.idstcv_in1k,224,46.150,53.850,62.733,37.267,21.14,0.875,bilinear,-48.410,-36.247,+197
regnety_160.deit_in1k,288,46.127,53.873,61.787,38.213,83.59,1.000,bicubic,-49.773,-37.683,-204
crossvit_base_240.in1k,240,46.087,53.913,60.227,39.773,105.03,0.875,bicubic,-48.933,-39.053,+71
tf_efficientnet_b0.ns_jft_in1k,224,46.060,53.940,63.280,36.720,5.29,0.875,bicubic,-47.710,-35.550,+401
poolformerv2_m36.sail_in1k,224,46.050,53.950,62.200,37.800,56.08,1.000,bicubic,-48.990,-36.760,+60
poolformerv2_s36.sail_in1k,224,46.030,53.970,62.300,37.700,30.79,1.000,bicubic,-48.680,-36.430,+147
vit_small_patch16_224.augreg_in21k_ft_in1k,224,46.027,53.973,61.850,38.150,22.05,0.900,bicubic,-48.883,-37.420,+91
resnet51q.ra2_in1k,288,46.027,53.973,60.923,39.077,35.70,1.000,bilinear,-49.183,-38.317,+8
swinv2_cr_small_ns_224.sw_in1k,224,46.027,53.973,60.603,39.397,49.70,0.900,bicubic,-49.693,-38.837,-141
nest_base_jx.goog_in1k,224,45.967,54.033,60.100,39.900,67.72,0.875,bicubic,-49.563,-39.240,-92
deit3_small_patch16_224.fb_in1k,224,45.967,54.033,58.960,41.040,22.06,0.900,bicubic,-48.743,-40.150,+146
crossvit_18_240.in1k,240,45.957,54.043,60.350,39.650,43.27,0.875,bicubic,-49.103,-38.770,+49
vit_relpos_medium_patch16_224.sw_in1k,224,45.943,54.057,61.093,38.907,38.75,0.900,bicubic,-49.257,-38.057,+5
regnety_080.ra3_in1k,288,45.933,54.067,60.840,39.160,39.18,1.000,bicubic,-49.927,-38.620,-203
regnetz_c16.ra3_in1k,320,45.930,54.070,62.750,37.250,13.46,1.000,bicubic,-49.460,-36.490,-61
mobilenetv4_hybrid_medium.e500_r224_in1k,256,45.913,54.087,61.563,38.437,11.07,1.000,bicubic,-48.947,-37.637,+104
twins_pcpvt_base.in1k,224,45.903,54.097,61.387,38.613,43.83,0.900,bicubic,-49.577,-37.903,-92
resnext101_64x4d.c1_in1k,224,45.887,54.113,59.310,40.690,83.46,0.950,bicubic,-49.343,-39.910,-13
resnest50d.in1k,224,45.883,54.117,62.683,37.317,27.48,0.875,bilinear,-48.747,-36.457,+159
twins_svt_base.in1k,224,45.880,54.120,60.913,39.087,56.07,0.900,bicubic,-49.690,-38.347,-108
regnety_032.ra_in1k,288,45.873,54.127,61.527,38.473,19.44,1.000,bicubic,-49.597,-37.803,-90
regnetz_c16_evos.ch_in1k,256,45.867,54.133,62.960,37.040,13.49,0.950,bicubic,-49.493,-36.280,-58
convnext_nano.in12k_ft_in1k,288,45.867,54.133,62.610,37.390,15.59,1.000,bicubic,-49.523,-36.810,-70
convnext_tiny_hnf.a2h_in1k,288,45.840,54.160,60.143,39.857,28.59,1.000,bicubic,-49.430,-39.137,-34
crossvit_18_dagger_240.in1k,240,45.830,54.170,59.970,40.030,44.27,0.875,bicubic,-49.360,-39.150,-5
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,45.823,54.177,61.583,38.417,11.07,1.000,bicubic,-49.487,-37.847,-49
levit_384.fb_dist_in1k,224,45.780,54.220,61.720,38.280,39.13,0.900,bicubic,-49.440,-37.480,-16
levit_conv_384.fb_dist_in1k,224,45.777,54.223,61.717,38.283,39.13,0.900,bicubic,-49.443,-37.603,-16
hiera_tiny_224.mae_in1k_ft_in1k,224,45.760,54.240,61.060,38.940,27.91,0.900,bicubic,-49.490,-38.140,-29
gc_efficientnetv2_rw_t.agc_in1k,288,45.730,54.270,60.300,39.700,13.68,1.000,bicubic,-49.570,-38.940,-49
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,45.723,54.277,60.950,39.050,38.73,0.900,bicubic,-49.367,-38.260,+20
xcit_tiny_24_p16_384.fb_dist_in1k,384,45.700,54.300,60.527,39.473,12.12,1.000,bicubic,-49.770,-38.823,-102
hgnetv2_b1.ssld_stage2_ft_in1k,288,45.693,54.307,62.693,37.307,6.34,1.000,bicubic,-48.487,-36.337,+273
vit_srelpos_medium_patch16_224.sw_in1k,224,45.693,54.307,61.053,38.947,38.74,0.900,bicubic,-49.257,-38.217,+58
convmixer_1536_20.in1k,224,45.683,54.317,61.690,38.310,51.63,0.960,bicubic,-49.287,-37.520,+52
dm_nfnet_f0.dm_in1k,256,45.673,54.327,61.327,38.673,71.49,0.900,bicubic,-50.057,-37.963,-175
regnetx_320.tv2_in1k,224,45.637,54.363,60.217,39.783,107.81,0.965,bicubic,-49.693,-39.073,-67
efficientnetv2_rw_t.ra2_in1k,288,45.617,54.383,60.173,39.827,13.65,1.000,bicubic,-49.473,-38.927,+12
crossvit_15_dagger_240.in1k,240,45.613,54.387,60.060,39.940,28.21,0.875,bicubic,-49.367,-39.090,+45
flexivit_small.1200ep_in1k,240,45.603,54.397,59.907,40.093,22.06,0.950,bicubic,-49.657,-39.353,-46
xcit_small_12_p16_224.fb_in1k,224,45.597,54.403,59.453,40.547,26.25,1.000,bicubic,-49.273,-39.587,+77
xcit_medium_24_p16_224.fb_in1k,224,45.590,54.410,59.000,41.000,84.40,1.000,bicubic,-49.550,-40.010,-5
xcit_small_24_p16_224.fb_in1k,224,45.577,54.423,58.967,41.033,47.67,1.000,bicubic,-49.503,-40.283,+13
seresnext101_32x4d.gluon_in1k,224,45.547,54.453,61.107,38.893,48.96,0.875,bicubic,-48.953,-37.893,+170
repvit_m1_1.dist_300e_in1k,224,45.540,54.460,62.743,37.257,8.80,0.950,bicubic,-48.650,-35.997,+260
wide_resnet101_2.tv2_in1k,176,45.533,54.467,59.583,40.417,126.89,0.875,bilinear,-48.607,-39.267,+277
resnet152d.gluon_in1k,224,45.460,54.540,60.070,39.930,60.21,0.875,bicubic,-48.990,-38.960,+184
tf_efficientnet_b7.aa_in1k,600,45.457,54.543,61.763,38.237,66.35,0.949,bicubic,-50.623,-37.787,-309
flexivit_small.600ep_in1k,240,45.433,54.567,59.627,40.373,22.06,0.950,bicubic,-49.857,-39.583,-65
cs3se_edgenet_x.c2ns_in1k,320,45.413,54.587,60.457,39.543,50.72,1.000,bicubic,-50.637,-38.943,-303
pvt_v2_b2.in1k,224,45.393,54.607,60.653,39.347,25.36,0.900,bicubic,-49.607,-38.407,+28
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,45.387,54.613,61.710,38.290,9.72,1.000,bicubic,-48.743,-37.070,+272
tf_efficientnetv2_s.in1k,300,45.383,54.617,60.237,39.763,21.46,1.000,bicubic,-50.017,-39.083,-103
resnext101_64x4d.c1_in1k,288,45.383,54.617,59.047,40.953,83.46,1.000,bicubic,-50.187,-40.223,-145
nfnet_l0.ra2_in1k,288,45.380,54.620,62.090,37.910,35.07,1.000,bicubic,-50.050,-37.110,-117
regnety_320.seer_ft_in1k,384,45.377,54.623,62.223,37.777,145.05,1.000,bicubic,-50.423,-37.127,-222
convnextv2_nano.fcmae_ft_in1k,224,45.377,54.623,61.180,38.820,15.62,0.875,bicubic,-49.533,-37.820,+47
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,45.370,54.630,61.997,38.003,25.03,0.875,bilinear,-49.340,-37.243,+96
resnetv2_50x1_bit.goog_distilled_in1k,224,45.363,54.637,62.267,37.733,25.55,0.875,bicubic,-50.027,-37.073,-106
resnet51q.ra2_in1k,256,45.303,54.697,60.573,39.427,35.70,0.875,bilinear,-49.727,-38.617,+9
resnet101.tv2_in1k,224,45.300,54.700,60.043,39.957,44.55,0.965,bilinear,-49.590,-38.987,+51
cs3edgenet_x.c2_in1k,288,45.293,54.707,60.300,39.700,47.82,1.000,bicubic,-50.187,-39.070,-134
nest_small_jx.goog_in1k,224,45.293,54.707,59.003,40.997,38.35,0.875,bicubic,-50.287,-40.307,-155
resnet61q.ra2_in1k,288,45.273,54.727,59.333,40.667,36.85,1.000,bicubic,-49.867,-39.877,-29
resnet101.a1h_in1k,224,45.263,54.737,59.807,40.193,44.55,0.950,bicubic,-49.727,-39.283,+16
convit_small.fb_in1k,224,45.250,54.750,60.480,39.520,27.78,0.875,bicubic,-49.660,-38.640,+36
mobilenetv4_conv_medium.e500_r256_in1k,256,45.233,54.767,61.863,38.137,9.72,0.950,bicubic,-48.617,-37.067,+318
efficientvit_b2.r224_in1k,224,45.230,54.770,59.190,40.810,24.33,0.950,bicubic,-49.660,-40.010,+45
nasnetalarge.tf_in1k,331,45.197,54.803,57.963,42.037,88.75,0.911,bicubic,-49.983,-41.167,-47
tresnet_xl.miil_in1k_448,448,45.177,54.823,61.437,38.563,78.44,0.875,bilinear,-50.373,-37.893,-155
focalnet_tiny_lrf.ms_in1k,224,45.163,54.837,61.253,38.747,28.65,0.900,bicubic,-50.057,-37.967,-62
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,45.150,54.850,61.673,38.327,9.72,0.950,bicubic,-48.710,-37.437,+308
rexnet_200.nav_in1k,224,45.140,54.860,62.320,37.680,16.37,0.875,bicubic,-49.530,-36.770,+98
hgnetv2_b0.ssld_stage1_in22k_in1k,288,45.123,54.877,62.310,37.690,6.00,1.000,bicubic,-48.467,-36.400,+376
swin_small_patch4_window7_224.ms_in1k,224,45.113,54.887,60.280,39.720,49.61,0.900,bicubic,-50.617,-38.930,-212
mobilenetv4_conv_medium.e500_r224_in1k,256,45.090,54.910,61.497,38.503,9.72,1.000,bicubic,-49.000,-37.513,+261
tf_efficientnet_b3.aa_in1k,300,45.087,54.913,60.687,39.313,12.23,0.904,bicubic,-49.833,-38.403,+22
mobilenetv4_conv_medium.e500_r256_in1k,320,45.070,54.930,61.477,38.523,9.72,1.000,bicubic,-49.290,-37.313,+178
sequencer2d_s.in1k,224,45.030,54.970,60.033,39.967,27.65,0.875,bicubic,-50.400,-39.047,-140
maxxvit_rmlp_nano_rw_256.sw_in1k,256,44.993,55.007,59.603,40.397,16.78,0.950,bicubic,-50.367,-39.697,-116
resnetrs152.tf_in1k,320,44.983,55.017,59.677,40.323,86.62,1.000,bicubic,-50.977,-39.743,-298
resnet101.a1h_in1k,288,44.957,55.043,59.337,40.663,44.55,1.000,bicubic,-50.623,-39.923,-175
regnetv_040.ra3_in1k,224,44.947,55.053,59.953,40.047,20.64,0.950,bicubic,-50.413,-39.447,-117
hgnetv2_b0.ssld_stage2_ft_in1k,288,44.937,55.063,62.363,37.637,6.00,1.000,bicubic,-48.903,-36.367,+303
deit_base_patch16_224.fb_in1k,224,44.913,55.087,59.183,40.817,86.57,0.900,bicubic,-50.127,-40.017,-19
ecaresnetlight.miil_in1k,224,44.910,55.090,60.777,39.223,30.16,0.875,bicubic,-49.240,-38.223,+232
flexivit_small.300ep_in1k,240,44.907,55.093,59.457,40.543,22.06,0.950,bicubic,-50.243,-39.753,-57
mobilenetv4_conv_medium.e500_r224_in1k,224,44.900,55.100,61.387,38.613,9.72,0.950,bicubic,-48.770,-37.533,+342
resnetv2_101.a1h_in1k,224,44.837,55.163,58.867,41.133,44.54,0.950,bicubic,-50.103,-40.333,+6
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,44.830,55.170,60.583,39.417,11.07,0.950,bicubic,-49.990,-38.237,+39
tf_efficientnet_b2.ap_in1k,260,44.813,55.187,60.767,39.233,9.11,0.890,bicubic,-49.457,-38.273,+190
coatnet_bn_0_rw_224.sw_in1k,224,44.810,55.190,60.933,39.067,27.44,0.950,bicubic,-50.170,-38.217,-10
resmlp_24_224.fb_distilled_in1k,224,44.797,55.203,61.507,38.493,30.02,0.875,bicubic,-49.553,-37.453,+165
focalnet_tiny_srf.ms_in1k,224,44.787,55.213,60.993,39.007,28.43,0.900,bicubic,-50.233,-38.057,-22
repvit_m2.dist_in1k,224,44.777,55.223,61.873,38.127,8.80,0.950,bicubic,-49.683,-37.207,+131
cait_xxs36_384.fb_dist_in1k,384,44.767,55.233,59.427,40.573,17.37,1.000,bicubic,-50.483,-39.893,-99
edgenext_small.usi_in1k,256,44.757,55.243,60.847,39.153,5.59,0.950,bicubic,-49.643,-38.333,+146
tiny_vit_11m_224.in1k,224,44.747,55.253,60.180,39.820,11.00,0.950,bicubic,-50.473,-39.060,-88
resmlp_36_224.fb_distilled_in1k,224,44.730,55.270,61.157,38.843,44.69,0.875,bicubic,-49.840,-38.023,+94
gernet_l.idstcv_in1k,256,44.717,55.283,58.993,41.007,31.08,0.875,bilinear,-50.223,-40.157,-7
regnety_032.tv2_in1k,224,44.700,55.300,60.980,39.020,19.44,0.965,bicubic,-50.190,-38.020,+7
xcit_tiny_24_p16_224.fb_dist_in1k,224,44.697,55.303,59.433,40.567,12.12,1.000,bicubic,-49.553,-39.607,+189
deit_base_patch16_384.fb_in1k,384,44.667,55.333,59.570,40.430,86.86,1.000,bicubic,-50.993,-39.670,-220
resnet61q.ra2_in1k,256,44.623,55.377,58.913,41.087,36.85,0.900,bicubic,-50.417,-40.027,-37
ecaresnetlight.miil_in1k,288,44.603,55.397,60.430,39.570,30.16,0.950,bicubic,-49.947,-38.650,+97
regnety_064.ra3_in1k,224,44.580,55.420,58.493,41.507,30.58,0.950,bicubic,-51.010,-40.977,-202
vit_relpos_small_patch16_224.sw_in1k,224,44.540,55.460,60.200,39.800,21.98,0.900,bicubic,-50.140,-38.900,+62
swinv2_tiny_window16_256.ms_in1k,256,44.503,55.497,59.467,40.533,28.35,0.900,bicubic,-50.867,-39.833,-147
resnetv2_101.a1h_in1k,288,44.493,55.507,58.623,41.377,44.54,1.000,bicubic,-51.137,-40.677,-222
inception_resnet_v2.tf_ens_adv_in1k,299,44.487,55.513,58.170,41.830,55.84,0.897,bicubic,-49.643,-40.690,+217
gmlp_s16_224.ra3_in1k,224,44.480,55.520,58.653,41.347,19.42,0.875,bicubic,-49.060,-39.947,+351
tiny_vit_5m_224.dist_in22k_ft_in1k,224,44.463,55.537,60.907,39.093,5.39,0.950,bicubic,-50.167,-38.153,+64
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,44.460,55.540,60.267,39.733,11.07,1.000,bicubic,-50.770,-39.133,-111
resnetrs101.tf_in1k,192,44.440,55.560,59.397,40.603,63.62,0.940,bicubic,-49.960,-39.723,+132
cs3edgenet_x.c2_in1k,256,44.430,55.570,59.723,40.277,47.82,0.887,bicubic,-50.710,-39.557,-83
repvit_m1_0.dist_300e_in1k,224,44.417,55.583,61.430,38.570,7.30,0.950,bicubic,-49.353,-37.240,+290
regnety_160.tv2_in1k,224,44.413,55.587,59.133,40.867,83.59,0.965,bicubic,-50.747,-40.197,-91
repvit_m1_0.dist_450e_in1k,224,44.360,55.640,61.450,38.550,7.30,0.950,bicubic,-49.920,-37.540,+160
tresnet_l.miil_in1k,224,44.353,55.647,59.950,40.050,55.99,0.875,bilinear,-50.507,-39.250,+5
maxxvitv2_nano_rw_256.sw_in1k,256,44.337,55.663,58.723,41.277,23.70,0.950,bicubic,-51.103,-40.467,-184
resnext101_32x4d.gluon_in1k,224,44.330,55.670,59.110,40.890,44.18,0.875,bicubic,-49.790,-39.950,+210
gcvit_xtiny.in1k,224,44.260,55.740,59.983,40.017,19.98,0.875,bicubic,-50.780,-39.167,-58
eca_nfnet_l0.ra2_in1k,224,44.213,55.787,60.810,39.190,24.14,0.900,bicubic,-50.747,-38.340,-34
poolformer_m48.sail_in1k,224,44.190,55.810,59.163,40.837,73.47,0.950,bicubic,-50.900,-40.047,-72
wide_resnet50_2.racm_in1k,224,44.157,55.843,59.670,40.330,68.88,0.875,bicubic,-50.503,-39.310,+48
regnety_080_tv.tv2_in1k,224,44.153,55.847,58.813,41.187,39.38,0.965,bicubic,-51.167,-40.407,-150
vit_srelpos_small_patch16_224.sw_in1k,224,44.133,55.867,59.680,40.320,21.97,0.900,bicubic,-50.447,-39.460,+62
crossvit_15_240.in1k,240,44.127,55.873,59.153,40.847,27.53,0.875,bicubic,-50.553,-40.077,+40
regnetz_c16_evos.ch_in1k,320,44.120,55.880,60.963,39.037,13.49,0.950,bicubic,-51.540,-38.427,-248
hgnet_small.paddle_in1k,224,44.117,55.883,60.527,39.473,24.36,0.965,bicubic,-50.743,-38.613,-8
resnet152s.gluon_in1k,224,44.117,55.883,58.760,41.240,60.32,0.875,bicubic,-50.633,-40.290,+12
fastvit_sa12.apple_dist_in1k,256,44.113,55.887,59.067,40.933,11.58,0.900,bicubic,-50.587,-40.063,+28
convnextv2_nano.fcmae_ft_in1k,288,44.103,55.897,60.173,39.827,15.62,1.000,bicubic,-51.057,-39.017,-108
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,44.097,55.903,62.033,37.967,44.54,1.000,bilinear,-51.233,-37.267,-166
seresnext50_32x4d.racm_in1k,224,44.097,55.903,59.373,40.627,27.56,0.875,bicubic,-50.783,-39.817,-18
maxvit_rmlp_nano_rw_256.sw_in1k,256,44.093,55.907,58.160,41.840,15.50,0.950,bicubic,-51.337,-41.270,-195
pit_b_224.in1k,224,44.083,55.917,58.007,41.993,73.76,0.900,bicubic,-50.737,-41.043,-6
inception_resnet_v2.tf_in1k,299,44.070,55.930,57.923,42.077,55.84,0.897,bicubic,-50.270,-40.877,+124
wide_resnet50_2.tv2_in1k,176,44.007,55.993,59.663,40.337,68.88,0.875,bilinear,-50.013,-39.437,+210
pnasnet5large.tf_in1k,331,43.990,56.010,56.773,43.227,86.06,0.911,bicubic,-51.380,-42.357,-178
ecaresnet50t.ra2_in1k,256,43.977,56.023,60.037,39.963,25.57,0.875,bicubic,-50.753,-39.033,+8
poolformer_m36.sail_in1k,224,43.933,56.067,59.110,40.890,56.17,0.950,bicubic,-51.127,-40.050,-80
resnetaa50d.sw_in12k_ft_in1k,224,43.920,56.080,59.530,40.470,25.58,0.950,bicubic,-51.030,-39.300,-53
resnet50.fb_ssl_yfcc100m_ft_in1k,224,43.903,56.097,61.923,38.077,25.56,0.875,bilinear,-50.427,-37.217,+120
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,43.903,56.097,59.383,40.617,13.42,0.950,bicubic,-50.557,-39.707,+78
pit_s_224.in1k,224,43.893,56.107,58.660,41.340,23.46,0.900,bicubic,-50.707,-40.270,+39
resnext101_64x4d.gluon_in1k,224,43.890,56.110,58.713,41.287,83.46,0.875,bicubic,-50.460,-40.197,+114
tf_efficientnetv2_s.in1k,384,43.873,56.127,58.727,41.273,21.46,1.000,bicubic,-51.887,-40.683,-297
coatnext_nano_rw_224.sw_in1k,224,43.847,56.153,58.583,41.417,14.70,0.900,bicubic,-51.013,-40.447,-28
regnety_040.ra3_in1k,224,43.843,56.157,57.870,42.130,20.65,0.950,bicubic,-51.157,-41.270,-73
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,43.840,56.160,58.800,41.200,15.25,0.950,bicubic,-50.550,-40.240,+96
wide_resnet50_2.tv2_in1k,224,43.813,56.187,59.637,40.363,68.88,0.965,bilinear,-50.997,-39.643,-20
cait_xxs36_224.fb_dist_in1k,224,43.803,56.197,58.790,41.210,17.30,1.000,bicubic,-50.137,-39.840,+211
coat_lite_small.in1k,224,43.803,56.197,57.020,42.980,19.84,0.900,bicubic,-51.297,-42.230,-105
ecaresnet50d.miil_in1k,224,43.780,56.220,60.343,39.657,25.58,0.875,bicubic,-50.450,-38.517,+140
convnext_nano.d1h_in1k,224,43.770,56.230,58.773,41.227,15.59,0.950,bicubic,-50.540,-40.147,+110
ecaresnet101d_pruned.miil_in1k,224,43.767,56.233,59.653,40.347,24.88,0.875,bicubic,-50.673,-39.387,+77
tnt_s_patch16_224,224,43.767,56.233,59.217,40.783,23.76,0.900,bicubic,-50.803,-39.953,+35
pit_xs_distilled_224.in1k,224,43.757,56.243,60.650,39.350,11.00,0.900,bicubic,-49.513,-38.100,+355
resnet152.tv2_in1k,176,43.757,56.243,57.643,42.357,60.19,0.875,bilinear,-50.263,-41.277,+192
regnetv_040.ra3_in1k,288,43.753,56.247,58.520,41.480,20.64,1.000,bicubic,-52.017,-40.840,-314
mobilevitv2_200.cvnets_in22k_ft_in1k,256,43.720,56.280,59.470,40.530,18.45,0.888,bicubic,-51.380,-39.620,-115
cspresnext50.ra_in1k,256,43.713,56.287,60.243,39.757,20.57,0.887,bilinear,-50.537,-38.707,+126
edgenext_small.usi_in1k,320,43.693,56.307,59.930,40.070,5.59,1.000,bicubic,-51.157,-39.480,-39
tf_efficientnet_b5.in1k,456,43.650,56.350,60.190,39.810,30.39,0.934,bicubic,-52.200,-39.000,-349
swinv2_cr_small_224.sw_in1k,224,43.650,56.350,57.513,42.487,49.70,0.900,bicubic,-51.770,-41.547,-219
rexnet_150.nav_in1k,224,43.610,56.390,60.927,39.073,9.73,0.875,bicubic,-50.680,-38.053,+107
swin_s3_tiny_224.ms_in1k,224,43.587,56.413,59.353,40.647,28.33,0.900,bicubic,-51.373,-39.807,-80
resnet101.tv2_in1k,176,43.567,56.433,57.790,42.210,44.55,0.875,bilinear,-50.363,-40.960,+198
xcit_tiny_12_p8_224.fb_dist_in1k,224,43.553,56.447,58.437,41.563,6.71,1.000,bicubic,-51.167,-40.693,-19
efficientformer_l1.snap_dist_in1k,224,43.533,56.467,59.930,40.070,12.29,0.950,bicubic,-50.457,-39.130,+186
crossvit_small_240.in1k,240,43.533,56.467,58.980,41.020,26.86,0.875,bicubic,-51.057,-40.130,+13
cs3sedarknet_x.c2ns_in1k,288,43.533,56.467,58.810,41.190,35.40,1.000,bicubic,-51.887,-40.350,-228
maxvit_nano_rw_256.sw_in1k,256,43.523,56.477,57.500,42.500,15.45,0.950,bicubic,-51.957,-41.810,-245
convnextv2_pico.fcmae_ft_in1k,224,43.490,56.510,60.043,39.957,9.07,0.875,bicubic,-50.610,-38.787,+158
regnety_016.tv2_in1k,224,43.477,56.523,59.603,40.397,11.20,0.965,bicubic,-50.973,-39.407,+53
tf_efficientnet_b4.in1k,380,43.470,56.530,59.587,40.413,19.34,0.922,bicubic,-52.030,-39.693,-254
wide_resnet50_2.racm_in1k,288,43.460,56.540,59.047,40.953,68.88,0.950,bicubic,-51.670,-40.213,-140
resnet101d.gluon_in1k,224,43.443,56.557,58.643,41.357,44.57,0.875,bicubic,-50.737,-40.277,+129
efficientvit_b1.r288_in1k,288,43.440,56.560,57.847,42.153,9.10,1.000,bicubic,-50.730,-41.163,+131
resnet101s.gluon_in1k,224,43.423,56.577,58.703,41.297,44.67,0.875,bicubic,-50.777,-40.137,+121
ecaresnet50t.ra2_in1k,320,43.403,56.597,59.307,40.693,25.57,0.950,bicubic,-51.707,-39.983,-140
nf_resnet50.ra2_in1k,256,43.360,56.640,60.593,39.407,25.56,0.940,bicubic,-50.780,-38.357,+139
cspdarknet53.ra_in1k,256,43.353,56.647,59.477,40.523,27.64,0.887,bilinear,-50.787,-39.513,+137
coatnet_rmlp_nano_rw_224.sw_in1k,224,43.347,56.653,58.647,41.353,15.15,0.900,bicubic,-51.713,-40.533,-125
resnet152.a1_in1k,224,43.347,56.653,56.347,43.653,60.19,0.950,bicubic,-51.343,-42.623,-21
eca_nfnet_l0.ra2_in1k,288,43.303,56.697,59.903,40.097,24.14,1.000,bicubic,-52.147,-39.507,-254
efficientnet_b1.ra4_e3600_r240_in1k,288,43.303,56.697,59.017,40.983,7.79,1.000,bicubic,-51.137,-40.073,+45
convmixer_768_32.in1k,224,43.260,56.740,59.363,40.637,21.11,0.960,bicubic,-51.150,-39.747,+52
ecaresnet101d_pruned.miil_in1k,288,43.240,56.760,58.983,41.017,24.88,0.950,bicubic,-51.820,-40.217,-133
xcit_tiny_24_p8_224.fb_in1k,224,43.233,56.767,57.297,42.703,12.11,1.000,bicubic,-51.647,-41.823,-76
xcit_tiny_12_p8_384.fb_dist_in1k,384,43.227,56.773,58.140,41.860,6.71,1.000,bicubic,-52.223,-41.200,-258
cs3sedarknet_x.c2ns_in1k,256,43.220,56.780,58.733,41.267,35.40,0.887,bicubic,-51.840,-40.507,-135
poolformerv2_s24.sail_in1k,224,43.213,56.787,60.407,39.593,21.34,1.000,bicubic,-51.237,-38.503,+36
visformer_small.in1k,224,43.210,56.790,57.980,42.020,40.22,0.900,bicubic,-51.760,-41.190,-109
repvit_m0_9.dist_300e_in1k,224,43.207,56.793,60.447,39.553,5.49,0.950,bicubic,-50.243,-38.403,+289
vit_small_patch32_384.augreg_in21k_ft_in1k,384,43.187,56.813,59.287,40.713,22.92,1.000,bicubic,-51.383,-39.853,-2
fbnetv3_d.ra2_in1k,224,43.180,56.820,59.540,40.460,10.31,0.950,bilinear,-50.050,-39.000,+320
mobilenet_edgetpu_v2_m,224,43.170,56.830,58.280,41.720,8.46,0.900,bicubic,-51.000,-40.640,+116
tf_efficientnetv2_b3.in1k,240,43.167,56.833,58.913,41.087,14.36,0.904,bicubic,-51.063,-40.077,+96
regnetx_160.tv2_in1k,224,43.157,56.843,57.463,42.537,54.28,0.965,bicubic,-52.103,-41.737,-209
cspresnet50.ra_in1k,256,43.147,56.853,59.250,40.750,21.62,0.887,bilinear,-50.763,-39.530,+168
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,43.147,56.853,58.433,41.567,119.42,0.900,bicubic,-50.023,-40.247,+325
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,43.147,56.853,58.280,41.720,8.46,0.900,bicubic,-51.023,-40.660,+109
regnety_064.ra3_in1k,288,43.143,56.857,57.300,42.700,30.58,1.000,bicubic,-52.667,-41.990,-373
regnetx_080.tv2_in1k,224,43.133,56.867,57.973,42.027,39.57,0.965,bicubic,-51.617,-40.977,-64
resnest26d.gluon_in1k,224,43.130,56.870,60.590,39.410,17.07,0.875,bilinear,-50.150,-37.940,+304
repvit_m0_9.dist_450e_in1k,224,43.130,56.870,60.437,39.563,5.49,0.950,bicubic,-50.340,-38.563,+272
twins_pcpvt_small.in1k,224,43.097,56.903,58.933,41.067,24.11,0.900,bicubic,-51.513,-40.057,-28
coatnet_nano_rw_224.sw_in1k,224,43.070,56.930,57.877,42.123,15.14,0.900,bicubic,-51.960,-41.313,-139
ecaresnet50d.miil_in1k,288,43.067,56.933,59.480,40.520,25.58,0.950,bicubic,-51.613,-39.620,-45
efficientnet_b1.ra4_e3600_r240_in1k,240,43.057,56.943,59.263,40.737,7.79,0.900,bicubic,-51.163,-39.827,+85
resmlp_36_224.fb_in1k,224,43.010,56.990,59.413,40.587,44.69,0.875,bicubic,-50.660,-39.287,+216
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,42.973,57.027,58.017,41.983,8.46,0.950,bicubic,-51.577,-40.883,-10
resnet152.gluon_in1k,224,42.973,57.027,57.773,42.227,60.19,0.875,bicubic,-51.067,-41.247,+132
mobilenet_edgetpu_v2_m,256,42.957,57.043,58.010,41.990,8.46,0.950,bicubic,-51.603,-40.810,-20
resnet50.b1k_in1k,224,42.953,57.047,58.933,41.067,25.56,0.950,bicubic,-50.747,-39.867,+208
twins_svt_small.in1k,224,42.940,57.060,58.433,41.567,24.06,0.900,bicubic,-51.830,-40.647,-80
fastvit_sa12.apple_in1k,256,42.923,57.077,58.873,41.127,11.58,0.900,bicubic,-51.537,-40.197,+6
fbnetv3_d.ra2_in1k,256,42.907,57.093,59.650,40.350,10.31,0.950,bilinear,-50.913,-39.250,+172
tf_efficientnet_b1.ap_in1k,240,42.887,57.113,58.907,41.093,7.79,0.882,bicubic,-50.753,-39.873,+216
dpn131.mx_in1k,224,42.883,57.117,57.167,42.833,79.25,0.875,bicubic,-50.907,-41.743,+180
tf_efficientnet_lite4.in1k,380,42.877,57.123,57.723,42.277,13.01,0.920,bilinear,-52.003,-41.407,-106
gcresnet50t.ra2_in1k,256,42.860,57.140,59.233,40.767,25.90,0.900,bicubic,-51.750,-39.687,-42
resnet50d.ra4_e3600_r224_in1k,224,42.857,57.143,58.163,41.837,25.58,0.950,bicubic,-51.963,-40.947,-95
resnet152c.gluon_in1k,224,42.850,57.150,57.793,42.207,60.21,0.875,bicubic,-51.040,-41.097,+149
resnet50.tv2_in1k,224,42.840,57.160,58.543,41.457,25.56,0.965,bilinear,-51.750,-40.527,-40
coatnet_0_rw_224.sw_in1k,224,42.807,57.193,56.297,43.703,27.44,0.950,bicubic,-52.123,-42.723,-131
tresnet_l.miil_in1k_448,448,42.803,57.197,58.943,41.057,55.99,0.875,bilinear,-52.607,-40.457,-280
cs3darknet_x.c2ns_in1k,256,42.803,57.197,58.367,41.633,35.05,0.950,bicubic,-52.227,-40.783,-162
gcresnet50t.ra2_in1k,288,42.790,57.210,59.073,40.927,25.90,1.000,bicubic,-51.970,-40.047,-91
levit_256.fb_dist_in1k,224,42.787,57.213,57.913,42.087,18.89,0.900,bicubic,-51.633,-40.967,+6
levit_conv_256.fb_dist_in1k,224,42.783,57.217,57.913,42.087,18.89,0.900,bicubic,-51.627,-41.147,+9
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,42.777,57.223,58.860,41.140,18.45,1.000,bicubic,-52.643,-40.440,-289
cs3darknet_x.c2ns_in1k,288,42.770,57.230,58.157,41.843,35.05,1.000,bicubic,-52.500,-40.813,-247
dpn107.mx_in1k,224,42.763,57.237,57.280,42.720,86.92,0.875,bicubic,-51.247,-41.610,+118
resnext50_32x4d.tv2_in1k,224,42.753,57.247,57.563,42.437,25.03,0.965,bilinear,-51.737,-41.457,-20
seresnext50_32x4d.gluon_in1k,224,42.700,57.300,58.657,41.343,27.56,0.875,bicubic,-51.470,-40.213,+73
resnet152.a3_in1k,160,42.700,57.300,56.957,43.043,60.19,0.950,bicubic,-50.670,-41.623,+265
resnet50d.ra2_in1k,224,42.693,57.307,58.750,41.250,25.58,0.875,bicubic,-51.367,-40.180,+104
tresnet_m.miil_in1k,224,42.693,57.307,58.193,41.807,31.39,0.875,bilinear,-51.407,-40.837,+92
convnext_nano_ols.d1h_in1k,224,42.693,57.307,57.663,42.337,15.65,0.950,bicubic,-51.457,-41.287,+79
resnext101_32x8d.tv_in1k,224,42.600,57.400,58.370,41.630,88.79,0.875,bilinear,-51.180,-40.580,+160
regnety_040.ra3_in1k,288,42.597,57.403,57.003,42.997,20.65,1.000,bicubic,-52.853,-42.187,-312
resnetv2_50d_gn.ah_in1k,224,42.583,57.417,57.753,42.247,25.57,0.950,bicubic,-51.837,-41.307,-5
convnext_nano.d1h_in1k,288,42.580,57.420,57.537,42.463,15.59,1.000,bicubic,-52.310,-41.713,-136
xcit_tiny_12_p16_384.fb_dist_in1k,384,42.573,57.427,58.060,41.940,6.72,1.000,bicubic,-51.977,-41.130,-44
resnetaa50d.sw_in12k_ft_in1k,288,42.550,57.450,58.457,41.543,25.58,1.000,bicubic,-52.740,-40.733,-266
fastvit_s12.apple_dist_in1k,256,42.547,57.453,58.160,41.840,9.47,0.900,bicubic,-51.733,-40.960,+30
mobilevitv2_175.cvnets_in22k_ft_in1k,256,42.527,57.473,58.297,41.703,14.25,0.888,bicubic,-52.243,-40.803,-114
efficientvit_b1.r256_in1k,256,42.527,57.473,57.487,42.513,9.10,1.000,bicubic,-51.133,-41.273,+183
resnetv2_50d_evos.ah_in1k,224,42.517,57.483,57.147,42.853,25.59,0.950,bicubic,-51.773,-41.943,+23
seresnet50.ra2_in1k,224,42.487,57.513,58.747,41.253,28.09,0.875,bicubic,-51.633,-40.163,+77
nf_resnet50.ra2_in1k,288,42.483,57.517,59.607,40.393,25.56,0.940,bicubic,-51.887,-39.443,-2
resnet50.b2k_in1k,224,42.467,57.533,58.137,41.863,25.56,0.950,bicubic,-51.333,-40.303,+141
seresnext50_32x4d.racm_in1k,288,42.467,57.533,58.127,41.873,27.56,0.950,bicubic,-52.543,-40.963,-180
resnetrs101.tf_in1k,288,42.460,57.540,57.290,42.710,63.62,0.940,bicubic,-52.770,-41.920,-253
resnet50.tv2_in1k,176,42.430,57.570,58.043,41.957,25.56,0.875,bilinear,-51.320,-40.707,+155
poolformer_s36.sail_in1k,224,42.383,57.617,58.803,41.197,30.86,0.900,bicubic,-52.247,-40.227,-82
repvit_m1.dist_in1k,224,42.370,57.630,59.640,40.360,5.49,0.950,bicubic,-50.970,-39.020,+245
mobileone_s4.apple_in1k,224,42.370,57.630,58.053,41.947,14.95,0.900,bilinear,-51.370,-40.887,+156
nest_tiny_jx.goog_in1k,224,42.347,57.653,57.040,42.960,17.06,0.875,bicubic,-52.593,-42.130,-166
legacy_senet154.in1k,224,42.340,57.660,56.647,43.353,115.09,0.875,bilinear,-52.400,-42.453,-116
tf_efficientnetv2_b3.in1k,300,42.333,57.667,58.017,41.983,14.36,0.904,bicubic,-52.807,-40.903,-230
mobileone_s3.apple_in1k,224,42.300,57.700,59.327,40.673,10.17,0.900,bilinear,-50.700,-39.283,+284
hgnet_small.paddle_in1k,288,42.287,57.713,58.703,41.297,24.36,1.000,bicubic,-52.803,-40.617,-217
xcit_tiny_24_p16_224.fb_in1k,224,42.283,57.717,56.793,43.207,12.12,1.000,bicubic,-51.567,-42.107,+119
tf_efficientnet_cc_b1_8e.in1k,240,42.277,57.723,58.540,41.460,39.72,0.882,bicubic,-51.313,-40.440,+183
deit_small_patch16_224.fb_in1k,224,42.270,57.730,58.007,41.993,22.05,0.900,bicubic,-51.730,-40.943,+86
convmixer_1024_20_ks9_p14.in1k,224,42.260,57.740,59.687,40.313,24.38,0.960,bicubic,-50.070,-38.723,+366
tf_efficientnet_b2.aa_in1k,260,42.243,57.757,58.223,41.777,9.11,0.890,bicubic,-51.967,-40.617,+28
resnet101.a1_in1k,224,42.233,57.767,55.470,44.530,44.55,0.950,bicubic,-52.247,-43.290,-52
resnet152.a1_in1k,288,42.233,57.767,55.470,44.530,60.19,1.000,bicubic,-52.907,-43.600,-237
dpn68b.ra_in1k,224,42.203,57.797,56.637,43.363,12.61,0.950,bicubic,-51.077,-42.233,+239
dpn98.mx_in1k,224,42.170,57.830,56.677,43.323,61.57,0.875,bicubic,-51.790,-41.843,+86
resnet50d.ra4_e3600_r224_in1k,288,42.163,57.837,57.627,42.373,25.58,1.000,bicubic,-53.117,-41.493,-290
cait_xxs24_384.fb_dist_in1k,384,42.160,57.840,57.503,42.497,12.03,1.000,bicubic,-52.820,-41.727,-194
resnext50_32x4d.gluon_in1k,224,42.140,57.860,57.693,42.307,25.03,0.875,bicubic,-51.560,-40.977,+148
xception41p.ra3_in1k,299,42.070,57.930,56.817,43.183,26.91,0.940,bicubic,-53.010,-42.253,-225
hgnet_tiny.paddle_in1k,224,42.053,57.947,59.000,41.000,14.74,0.965,bicubic,-51.817,-39.760,+97
resnet50.ram_in1k,224,42.050,57.950,56.097,43.903,25.56,0.875,bicubic,-51.470,-42.703,+185
convnext_nano_ols.d1h_in1k,288,42.037,57.963,56.863,43.137,15.65,1.000,bicubic,-52.553,-42.177,-94
ecaresnet50d_pruned.miil_in1k,224,42.033,57.967,58.350,41.650,19.94,0.875,bicubic,-51.817,-40.520,+99
edgenext_small_rw.sw_in1k,256,41.997,58.003,58.697,41.303,7.83,0.900,bicubic,-51.833,-40.023,+107
resnet50.b1k_in1k,288,41.987,58.013,58.203,41.797,25.56,1.000,bicubic,-52.503,-40.787,-67
resnet50.b2k_in1k,288,41.980,58.020,57.680,42.320,25.56,1.000,bicubic,-52.320,-41.230,-14
pvt_v2_b1.in1k,224,41.963,58.037,59.583,40.417,14.01,0.900,bicubic,-51.547,-39.297,+180
efficientnet_b2.ra_in1k,288,41.947,58.053,58.300,41.700,9.11,1.000,bicubic,-52.423,-40.740,-35
tf_efficientnet_b3.in1k,300,41.913,58.087,58.147,41.853,12.23,0.904,bicubic,-52.367,-40.963,-13
mobilevitv2_150.cvnets_in22k_ft_in1k,256,41.883,58.117,57.897,42.103,10.59,0.888,bicubic,-52.857,-41.023,-142
resnext50_32x4d.a1h_in1k,224,41.880,58.120,56.757,43.243,25.03,0.950,bicubic,-52.680,-42.253,-91
xcit_tiny_12_p16_224.fb_dist_in1k,224,41.843,58.157,57.303,42.697,6.72,1.000,bicubic,-51.497,-41.337,+212
resnet152.a2_in1k,224,41.837,58.163,55.673,44.327,60.19,0.950,bicubic,-52.913,-43.377,-147
fastvit_t12.apple_dist_in1k,256,41.827,58.173,57.600,42.400,7.55,0.900,bicubic,-52.273,-41.420,+38
efficientformerv2_s1.snap_dist_in1k,224,41.813,58.187,57.973,42.027,6.19,0.950,bicubic,-51.807,-40.797,+147
resnext50_32x4d.tv2_in1k,176,41.813,58.187,56.577,43.423,25.03,0.875,bilinear,-51.657,-42.093,+185
resnet50d.ra2_in1k,288,41.797,58.203,58.137,41.863,25.58,0.950,bicubic,-53.043,-41.143,-170
gcvit_xxtiny.in1k,224,41.763,58.237,58.327,41.673,12.00,0.875,bicubic,-52.327,-40.653,+37
poolformer_s24.sail_in1k,224,41.760,58.240,58.520,41.480,21.39,0.900,bicubic,-52.670,-40.540,-62
senet154.gluon_in1k,224,41.710,58.290,56.510,43.490,115.09,0.875,bicubic,-52.980,-42.590,-137
resnext50_32x4d.a1h_in1k,288,41.710,58.290,56.380,43.620,25.03,1.000,bicubic,-53.290,-42.810,-222
edgenext_small_rw.sw_in1k,320,41.693,58.307,58.520,41.480,7.83,1.000,bicubic,-52.677,-40.540,-48
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,41.683,58.317,57.807,42.193,10.59,1.000,bicubic,-53.657,-41.323,-335
dla102x2.in1k,224,41.677,58.323,58.043,41.957,41.28,0.875,bilinear,-52.353,-40.787,+43
inception_v4.tf_in1k,299,41.663,58.337,55.370,44.630,42.68,0.875,bicubic,-52.707,-43.720,-50
gcresnext50ts.ch_in1k,288,41.657,58.343,57.340,42.660,15.67,1.000,bicubic,-52.843,-41.750,-90
efficientvit_b1.r224_in1k,224,41.637,58.363,56.627,43.373,9.10,0.950,bicubic,-51.683,-41.993,+201
cs3sedarknet_l.c2ns_in1k,256,41.627,58.373,57.350,42.650,21.91,0.887,bicubic,-53.423,-41.790,-245
hrnet_w64.ms_in1k,224,41.623,58.377,57.193,42.807,128.06,0.875,bilinear,-52.217,-41.837,+79
seresnet50.ra2_in1k,288,41.603,58.397,57.953,42.047,28.09,0.950,bicubic,-53.167,-41.177,-174
haloregnetz_b.ra3_in1k,224,41.563,58.437,57.063,42.937,11.68,0.940,bicubic,-52.957,-41.717,-102
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,41.553,58.447,57.843,42.157,14.25,1.000,bicubic,-53.707,-41.537,-323
cs3sedarknet_l.c2ns_in1k,288,41.553,58.447,57.483,42.517,21.91,0.950,bicubic,-53.547,-41.737,-267
resnet50.c1_in1k,224,41.553,58.447,56.733,43.267,25.56,0.950,bicubic,-52.407,-42.217,+49
tf_efficientnet_cc_b0_8e.in1k,224,41.520,58.480,57.390,42.610,24.01,0.875,bicubic,-51.360,-41.260,+263
tf_efficientnetv2_b2.in1k,208,41.517,58.483,57.363,42.637,10.10,0.890,bicubic,-52.093,-41.447,+130
efficientnet_el.ra_in1k,300,41.503,58.497,58.340,41.660,10.59,0.904,bicubic,-53.167,-40.790,-147
convnextv2_pico.fcmae_ft_in1k,288,41.503,58.497,58.050,41.950,9.07,0.950,bicubic,-53.067,-41.100,-124
efficientnet_em.ra2_in1k,240,41.490,58.510,58.863,41.137,6.90,0.882,bicubic,-52.270,-40.047,+91
resnetv2_50.a1h_in1k,224,41.490,58.510,56.807,43.193,25.55,0.950,bicubic,-52.820,-42.123,-53
nf_regnet_b1.ra2_in1k,256,41.487,58.513,58.893,41.107,10.22,0.900,bicubic,-51.963,-39.937,+163
resnet50.a1h_in1k,224,41.463,58.537,56.793,43.207,25.56,1.000,bicubic,-52.747,-42.227,-22
resnetaa50.a1h_in1k,224,41.450,58.550,56.423,43.577,25.56,0.950,bicubic,-53.010,-42.707,-96
halo2botnet50ts_256.a1h_in1k,256,41.443,58.557,56.267,43.733,22.64,0.950,bicubic,-53.577,-42.723,-251
cait_xxs24_224.fb_dist_in1k,224,41.430,58.570,57.580,42.420,11.96,1.000,bicubic,-52.070,-41.260,+145
swinv2_cr_tiny_ns_224.sw_in1k,224,41.413,58.587,57.133,42.867,28.33,0.900,bicubic,-53.367,-41.997,-193
resnetv2_50d_evos.ah_in1k,288,41.413,58.587,56.500,43.500,25.59,1.000,bicubic,-53.477,-42.760,-217
swin_tiny_patch4_window7_224.ms_in1k,224,41.397,58.603,57.333,42.667,28.29,0.900,bicubic,-53.293,-41.737,-166
resnext50_32x4d.ra_in1k,224,41.363,58.637,56.940,43.060,25.03,0.875,bicubic,-52.477,-41.980,+60
resnet101.a2_in1k,224,41.360,58.640,55.430,44.570,44.55,0.950,bicubic,-53.190,-43.580,-123
convnext_tiny.fb_in22k_ft_in1k,288,41.353,58.647,55.377,44.623,28.59,1.000,bicubic,-52.197,-43.243,+129
efficientnet_b2.ra_in1k,256,41.343,58.657,57.987,42.013,9.11,0.875,bicubic,-52.747,-41.103,+4
resnet152.tv_in1k,224,41.340,58.660,57.593,42.407,60.19,0.875,bilinear,-51.930,-41.197,+182
resnet50.ra_in1k,224,41.330,58.670,57.467,42.533,25.56,0.875,bicubic,-52.100,-41.353,+154
resnet50.ram_in1k,288,41.330,58.670,55.073,44.927,25.56,0.950,bicubic,-52.670,-43.807,+22
xception71.tf_in1k,299,41.327,58.673,55.977,44.023,42.34,0.903,bicubic,-52.593,-43.103,+33
gcresnext50ts.ch_in1k,256,41.320,58.680,57.143,42.857,15.67,0.900,bicubic,-53.100,-41.837,-98
gernet_s.idstcv_in1k,224,41.313,58.687,58.893,41.107,8.17,0.875,bilinear,-51.127,-39.607,+287
cs3darknet_l.c2ns_in1k,288,41.313,58.687,57.380,42.620,21.16,0.950,bicubic,-53.387,-41.740,-182
swinv2_tiny_window8_256.ms_in1k,256,41.280,58.720,56.960,43.040,28.35,0.900,bicubic,-53.780,-42.140,-281
resnet101.a1_in1k,288,41.273,58.727,54.253,45.747,44.55,1.000,bicubic,-53.627,-44.777,-235
cs3darknet_l.c2ns_in1k,256,41.253,58.747,57.177,42.823,21.16,0.887,bicubic,-53.027,-41.853,-65
dpn68b.ra_in1k,288,41.253,58.747,55.043,44.957,12.61,1.000,bicubic,-52.507,-43.907,+68
regnetz_b16.ra3_in1k,224,41.250,58.750,57.210,42.790,9.72,0.940,bicubic,-52.900,-41.620,-27
inception_v3.tf_adv_in1k,299,41.240,58.760,56.337,43.663,23.83,0.875,bicubic,-51.730,-42.403,+212
resnet50.a1h_in1k,176,41.210,58.790,56.637,43.363,25.56,0.900,bicubic,-52.180,-42.253,+155
dpn92.mx_in1k,224,41.207,58.793,56.210,43.790,37.67,0.875,bicubic,-52.943,-42.730,-28
resnet101.a3_in1k,160,41.150,58.850,55.957,44.043,44.55,0.950,bicubic,-51.730,-42.733,+229
resnetblur50.bt_in1k,224,41.113,58.887,57.097,42.903,25.56,0.875,bicubic,-52.597,-41.683,+72
resnetv2_50d_gn.ah_in1k,288,41.110,58.890,56.607,43.393,25.57,1.000,bicubic,-54.130,-42.423,-349
resnet50.c1_in1k,288,41.090,58.910,56.537,43.463,25.56,1.000,bicubic,-53.420,-42.533,-140
resnet50d.gluon_in1k,224,41.040,58.960,57.170,42.830,25.58,0.875,bicubic,-52.530,-41.690,+105
nf_regnet_b1.ra2_in1k,288,41.033,58.967,58.190,41.810,10.22,0.900,bicubic,-52.877,-40.660,+18
ecaresnet50d_pruned.miil_in1k,288,40.990,59.010,57.737,42.263,19.94,0.950,bicubic,-53.310,-41.463,-85
resnetv2_50.a1h_in1k,288,40.973,59.027,56.463,43.537,25.55,1.000,bicubic,-53.737,-42.777,-200
fbnetv3_b.ra2_in1k,256,40.917,59.083,58.657,41.343,8.60,0.950,bilinear,-52.733,-40.243,+80
fbnetv3_b.ra2_in1k,224,40.913,59.087,58.730,41.270,8.60,0.950,bilinear,-52.007,-40.030,+208
tf_efficientnetv2_b1.in1k,192,40.893,59.107,56.740,43.260,8.14,0.882,bicubic,-52.337,-41.930,+161
inception_v3.gluon_in1k,299,40.887,59.113,55.693,44.307,23.83,0.875,bicubic,-52.713,-43.047,+89
ese_vovnet39b.ra_in1k,224,40.873,59.127,56.977,43.023,24.57,0.875,bicubic,-52.977,-41.983,+24
resnet152.a3_in1k,224,40.870,59.130,55.033,44.967,60.19,0.950,bicubic,-53.590,-43.847,-133
cs3darknet_focus_l.c2ns_in1k,288,40.867,59.133,56.653,43.347,21.15,0.950,bicubic,-53.943,-42.527,-229
legacy_xception.tf_in1k,299,40.863,59.137,56.573,43.427,22.86,0.897,bicubic,-52.797,-42.257,+71
resnet34d.ra2_in1k,224,40.860,59.140,56.507,43.493,21.82,0.875,bicubic,-51.820,-41.943,+234
cs3darknet_focus_l.c2ns_in1k,256,40.850,59.150,56.567,43.433,21.15,0.887,bicubic,-53.400,-42.203,-77
regnety_320.pycls_in1k,224,40.847,59.153,56.197,43.803,145.05,0.875,bicubic,-53.653,-42.823,-154
maxvit_rmlp_pico_rw_256.sw_in1k,256,40.837,59.163,55.277,44.723,7.52,0.950,bicubic,-53.423,-43.733,-81
levit_192.fb_dist_in1k,224,40.807,59.193,56.633,43.367,10.95,0.900,bicubic,-52.903,-42.167,+54
regnetx_032.tv2_in1k,224,40.803,59.197,56.713,43.287,15.30,0.965,bicubic,-53.757,-41.977,-170
resnet50_gn.a1h_in1k,224,40.797,59.203,55.703,44.297,25.56,0.940,bicubic,-53.383,-43.267,-61
resnet152.a2_in1k,288,40.793,59.207,54.353,45.647,60.19,1.000,bicubic,-54.207,-44.867,-291
levit_conv_192.fb_dist_in1k,224,40.790,59.210,56.687,43.313,10.95,0.900,bicubic,-52.920,-42.093,+51
resnet101.gluon_in1k,224,40.787,59.213,56.230,43.770,44.55,0.875,bicubic,-53.033,-42.480,+20
tiny_vit_5m_224.in1k,224,40.780,59.220,57.267,42.733,5.39,0.950,bicubic,-53.020,-41.413,+21
halonet50ts.a1h_in1k,256,40.770,59.230,55.380,44.620,22.73,0.940,bicubic,-53.930,-43.690,-214
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,40.767,59.233,56.167,43.833,5.76,1.000,bicubic,-53.693,-42.733,-152
hrnet_w40.ms_in1k,224,40.720,59.280,56.843,43.157,57.56,0.875,bilinear,-53.030,-41.987,+35
vit_base_patch32_384.augreg_in1k,384,40.707,59.293,55.243,44.757,88.30,1.000,bicubic,-52.473,-43.377,+148
resnet50.c2_in1k,224,40.697,59.303,55.720,44.280,25.56,0.950,bicubic,-53.203,-43.270,-6
repvgg_b1.rvgg_in1k,224,40.693,59.307,57.803,42.197,57.42,0.875,bilinear,-52.717,-40.857,+115
skresnext50_32x4d.ra_in1k,224,40.690,59.310,56.000,44.000,27.48,0.875,bicubic,-53.290,-42.820,-22
resmlp_24_224.fb_in1k,224,40.677,59.323,56.617,43.383,30.02,0.875,bicubic,-52.753,-42.203,+106
lamhalobotnet50ts_256.a1h_in1k,256,40.670,59.330,56.137,43.863,22.57,0.950,bicubic,-54.080,-43.043,-239
resnetaa50.a1h_in1k,288,40.663,59.337,56.157,43.843,25.56,1.000,bicubic,-54.197,-43.053,-261
resnet50.d_in1k,224,40.643,59.357,55.223,44.777,25.56,0.950,bicubic,-53.157,-43.687,+13
tf_efficientnet_lite3.in1k,300,40.640,59.360,56.750,43.250,8.20,0.904,bilinear,-53.520,-42.210,-70
ese_vovnet39b.ra_in1k,288,40.637,59.363,56.693,43.307,24.57,0.950,bicubic,-53.863,-42.477,-174
ecaresnet50t.a1_in1k,224,40.613,59.387,55.090,44.910,25.57,0.950,bicubic,-53.587,-43.750,-85
resnet50.am_in1k,224,40.593,59.407,57.333,42.667,25.56,0.875,bicubic,-53.037,-41.627,+51
convnext_pico_ols.d1_in1k,224,40.593,59.407,56.757,43.243,9.06,0.950,bicubic,-53.127,-42.103,+31
resnext50_32x4d.ra_in1k,288,40.580,59.420,56.190,43.810,25.03,0.950,bicubic,-53.730,-42.770,-126
mobilevitv2_175.cvnets_in1k,256,40.570,59.430,56.230,43.770,14.25,0.888,bicubic,-53.730,-42.670,-119
dla169.in1k,224,40.547,59.453,57.387,42.613,53.39,0.875,bilinear,-53.233,-41.473,+11
repvgg_b2.rvgg_in1k,224,40.533,59.467,57.787,42.213,89.02,0.875,bilinear,-53.037,-40.923,+61
regnetx_320.pycls_in1k,224,40.533,59.467,55.650,44.350,107.81,0.875,bicubic,-53.677,-43.400,-97
xcit_tiny_12_p8_224.fb_in1k,224,40.527,59.473,55.560,44.440,6.71,1.000,bicubic,-53.823,-43.530,-137
pit_xs_224.in1k,224,40.523,59.477,56.523,43.477,10.62,0.900,bicubic,-52.377,-42.077,+171
tresnet_m.miil_in1k_448,448,40.513,59.487,56.650,43.350,31.39,0.875,bilinear,-54.167,-42.490,-231
wide_resnet101_2.tv_in1k,224,40.510,59.490,55.987,44.013,126.89,0.875,bilinear,-53.260,-42.983,+8
efficientnet_b2_pruned.in1k,260,40.460,59.540,56.623,43.377,8.31,0.890,bicubic,-53.350,-42.287,-6
regnetz_b16.ra3_in1k,288,40.440,59.560,56.050,43.950,9.72,1.000,bicubic,-54.260,-43.170,-242
vit_base_patch16_384.augreg_in1k,384,40.420,59.580,53.270,46.730,86.86,1.000,bicubic,-54.050,-45.720,-181
resnet50.a1_in1k,224,40.417,59.583,54.670,45.330,25.56,0.950,bicubic,-53.543,-44.250,-40
eca_resnet33ts.ra2_in1k,288,40.393,59.607,57.343,42.657,19.68,1.000,bicubic,-53.867,-41.607,-121
tf_efficientnet_b0.ap_in1k,224,40.393,59.607,56.837,43.163,5.29,0.875,bicubic,-52.227,-41.573,+203
skresnet34.ra_in1k,224,40.390,59.610,56.777,43.223,22.28,0.875,bicubic,-52.180,-41.733,+209
hgnet_tiny.paddle_in1k,288,40.377,59.623,56.560,43.440,14.74,1.000,bicubic,-53.923,-42.640,-136
regnetx_160.pycls_in1k,224,40.343,59.657,56.110,43.890,54.28,0.875,bicubic,-53.577,-42.810,-40
legacy_seresnext101_32x4d.in1k,224,40.330,59.670,54.863,45.137,48.96,0.875,bilinear,-53.920,-44.107,-119
coat_mini.in1k,224,40.323,59.677,55.153,44.847,10.34,0.900,bicubic,-54.427,-43.837,-265
resnet34d.ra2_in1k,288,40.310,59.690,56.160,43.840,21.82,0.950,bicubic,-53.330,-42.590,+28
xception65.tf_in1k,299,40.303,59.697,55.263,44.737,39.92,0.903,bicubic,-53.497,-43.677,-16
densenet201.tv_in1k,224,40.300,59.700,56.757,43.243,20.01,0.875,bicubic,-52.440,-41.893,+179
coat_lite_mini.in1k,224,40.300,59.700,55.657,44.343,11.01,0.900,bicubic,-53.220,-42.943,+50
sebotnet33ts_256.a1h_in1k,256,40.300,59.700,53.157,46.843,13.70,0.940,bicubic,-54.040,-45.383,-150
mobileone_s2.apple_in1k,224,40.287,59.713,57.993,42.007,7.88,0.900,bilinear,-52.343,-40.687,+189
efficientnet_el_pruned.in1k,300,40.283,59.717,56.727,43.273,10.59,0.904,bicubic,-53.787,-42.253,-77
resnet101.a2_in1k,288,40.253,59.747,54.237,45.763,44.55,1.000,bicubic,-54.637,-44.853,-307
resnet50.ra_in1k,288,40.247,59.753,56.273,43.727,25.56,0.950,bicubic,-53.923,-42.577,-105
resnext50_32x4d.a1_in1k,224,40.230,59.770,54.167,45.833,25.03,0.950,bicubic,-53.570,-44.463,-21
resnet50.c2_in1k,288,40.193,59.807,55.270,44.730,25.56,1.000,bicubic,-54.077,-43.690,-141
eca_resnet33ts.ra2_in1k,256,40.190,59.810,56.977,43.023,19.68,0.900,bicubic,-53.690,-41.913,-46
convnext_pico.d1_in1k,224,40.177,59.823,56.040,43.960,9.05,0.875,bicubic,-53.303,-42.800,+51
hrnet_w48.ms_in1k,224,40.163,59.837,56.603,43.397,77.47,0.875,bilinear,-53.877,-42.127,-79
resnext50d_32x4d.bt_in1k,224,40.160,59.840,55.673,44.327,25.05,0.875,bicubic,-53.680,-43.147,-35
poolformerv2_s12.sail_in1k,224,40.150,59.850,57.463,42.537,11.89,1.000,bicubic,-52.760,-41.097,+141
resnetblur50.bt_in1k,288,40.147,59.853,56.230,43.770,25.56,0.950,bicubic,-54.023,-42.630,-117
darknetaa53.c2ns_in1k,288,40.137,59.863,55.777,44.223,36.02,1.000,bilinear,-54.113,-43.163,-137
mobilevitv2_200.cvnets_in1k,256,40.137,59.863,55.583,44.417,18.45,0.888,bicubic,-54.423,-43.307,-231
hrnet_w30.ms_in1k,224,40.120,59.880,57.083,42.917,37.71,0.875,bilinear,-53.280,-41.617,+67
efficientnet_b0.ra4_e3600_r224_in1k,256,40.117,59.883,56.137,43.863,5.29,1.000,bicubic,-53.383,-42.543,+38
vit_base_patch16_224.sam_in1k,224,40.113,59.887,55.553,44.447,86.57,0.900,bicubic,-53.777,-43.247,-58
fastvit_t12.apple_in1k,256,40.083,59.917,55.250,44.750,7.55,0.900,bicubic,-53.417,-43.580,+39
legacy_seresnet152.in1k,224,40.073,59.927,55.887,44.113,66.82,0.875,bilinear,-53.367,-42.963,+52
tf_efficientnet_b1.aa_in1k,240,40.047,59.953,56.177,43.823,7.79,0.882,bicubic,-53.693,-42.623,-20
resnet50_gn.a1h_in1k,288,40.037,59.963,54.967,45.033,25.56,0.950,bicubic,-54.583,-44.073,-257
efficientnet_b0.ra4_e3600_r224_in1k,224,40.033,59.967,55.763,44.237,5.29,0.900,bicubic,-53.097,-42.947,+94
regnetx_080.pycls_in1k,224,39.987,60.013,56.077,43.923,39.57,0.875,bicubic,-53.803,-42.863,-37
resnet101c.gluon_in1k,224,39.983,60.017,55.233,44.767,44.57,0.875,bicubic,-53.747,-43.527,-22
resnet50.d_in1k,288,39.983,60.017,54.683,45.317,25.56,1.000,bicubic,-54.487,-44.337,-217
seresnet50.a1_in1k,224,39.973,60.027,55.193,44.807,28.09,0.950,bicubic,-53.577,-43.577,+20
seresnet33ts.ra2_in1k,288,39.927,60.073,56.343,43.657,19.78,1.000,bicubic,-54.333,-42.697,-157
fastvit_s12.apple_in1k,256,39.917,60.083,54.760,45.240,9.47,0.900,bicubic,-53.793,-43.960,-19
resmlp_12_224.fb_distilled_in1k,224,39.883,60.117,57.423,42.577,15.35,0.875,bicubic,-52.997,-41.097,+130
convnext_pico_ols.d1_in1k,288,39.847,60.153,55.583,44.417,9.06,1.000,bicubic,-54.213,-43.337,-102
resnet34.a1_in1k,224,39.820,60.180,54.677,45.323,21.80,0.950,bicubic,-52.110,-43.683,+223
seresnet33ts.ra2_in1k,256,39.807,60.193,56.517,43.483,19.78,0.900,bicubic,-54.443,-42.323,-153
tf_efficientnetv2_b0.in1k,192,39.800,60.200,56.257,43.743,7.14,0.875,bicubic,-52.460,-42.113,+197
tf_efficientnetv2_b0.in1k,224,39.790,60.210,56.303,43.697,7.14,0.875,bicubic,-53.250,-42.397,+94
ecaresnet50t.a3_in1k,160,39.773,60.227,55.537,44.463,25.57,0.950,bicubic,-52.827,-43.063,+158
res2net50_26w_8s.in1k,224,39.767,60.233,54.933,45.067,48.40,0.875,bilinear,-53.653,-43.737,+41
darknetaa53.c2ns_in1k,256,39.760,60.240,55.423,44.577,36.02,0.887,bilinear,-54.030,-43.437,-52
vit_small_patch32_224.augreg_in21k_ft_in1k,224,39.757,60.243,55.290,44.710,22.88,0.900,bicubic,-52.493,-43.190,+194
res2net101_26w_4s.in1k,224,39.747,60.253,54.603,45.397,45.21,0.875,bilinear,-53.783,-44.017,+10
darknet53.c2ns_in1k,288,39.740,60.260,55.370,44.630,41.61,1.000,bicubic,-54.630,-43.460,-204
regnetx_120.pycls_in1k,224,39.737,60.263,55.663,44.337,46.11,0.875,bicubic,-54.563,-43.497,-186
resnet50d.a1_in1k,224,39.737,60.263,54.137,45.863,25.58,0.950,bicubic,-54.203,-44.753,-91
hrnet_w44.ms_in1k,224,39.680,60.320,55.307,44.693,67.06,0.875,bilinear,-53.970,-43.653,-23
lambda_resnet50ts.a1h_in1k,256,39.667,60.333,54.307,45.693,21.54,0.950,bicubic,-54.893,-44.603,-258
xception41.tf_in1k,299,39.663,60.337,55.010,44.990,26.97,0.903,bicubic,-53.817,-43.830,+17
dla102x.in1k,224,39.653,60.347,56.490,43.510,26.31,0.875,bilinear,-53.917,-42.580,-5
tf_efficientnetv2_b1.in1k,240,39.640,60.360,55.470,44.530,8.14,0.882,bicubic,-54.090,-43.380,-45
tf_efficientnet_b2.in1k,260,39.630,60.370,56.187,43.813,9.11,0.890,bicubic,-54.110,-42.483,-50
densenet161.tv_in1k,224,39.630,60.370,56.163,43.837,28.68,0.875,bicubic,-53.320,-42.497,+97
sehalonet33ts.ra2_in1k,256,39.627,60.373,53.993,46.007,13.69,0.940,bicubic,-54.893,-44.967,-255
resmlp_big_24_224.fb_in1k,224,39.593,60.407,54.773,45.227,129.14,0.875,bicubic,-54.677,-44.047,-183
mixnet_xl.ra_in1k,224,39.563,60.437,55.837,44.163,11.90,0.875,bicubic,-54.687,-43.233,-174
hrnet_w32.ms_in1k,224,39.550,60.450,56.247,43.753,41.23,0.875,bilinear,-53.420,-42.253,+83
vit_small_patch16_384.augreg_in1k,384,39.523,60.477,54.200,45.800,22.20,1.000,bicubic,-55.127,-44.940,-294
gcresnet33ts.ra2_in1k,256,39.503,60.497,55.847,44.153,19.88,0.900,bicubic,-54.367,-43.083,-92
xcit_tiny_12_p16_224.fb_in1k,224,39.483,60.517,55.020,44.980,6.72,1.000,bicubic,-53.057,-43.630,+145
levit_128.fb_dist_in1k,224,39.470,60.530,55.337,44.663,9.21,0.900,bicubic,-53.590,-43.483,+65
levit_conv_128.fb_dist_in1k,224,39.460,60.540,55.440,44.560,9.21,0.900,bicubic,-53.590,-43.270,+68
rexnet_130.nav_in1k,224,39.447,60.553,56.613,43.387,7.56,0.875,bicubic,-54.223,-42.187,-43
ecaresnet50t.a1_in1k,288,39.443,60.557,53.623,46.377,25.57,1.000,bicubic,-55.457,-45.457,-371
convnext_pico.d1_in1k,288,39.433,60.567,55.370,44.630,9.05,0.950,bicubic,-54.587,-43.340,-126
darknet53.c2ns_in1k,256,39.417,60.583,55.090,44.910,41.61,0.887,bicubic,-54.653,-43.930,-136
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,39.403,60.597,57.880,42.120,25.55,1.000,bilinear,-55.347,-40.930,-337
convnextv2_femto.fcmae_ft_in1k,224,39.400,60.600,55.597,44.403,5.23,0.875,bicubic,-53.790,-43.063,+44
regnety_064.pycls_in1k,224,39.397,60.603,55.817,44.183,30.58,0.875,bicubic,-54.723,-43.213,-151
regnety_120.pycls_in1k,224,39.397,60.603,55.347,44.653,51.82,0.875,bicubic,-54.673,-43.583,-142
inception_v3.tf_in1k,299,39.377,60.623,54.350,45.650,23.83,0.875,bicubic,-53.823,-44.330,+40
tf_efficientnet_el.in1k,300,39.363,60.637,55.473,44.527,10.59,0.904,bicubic,-55.007,-43.587,-233
gcresnet33ts.ra2_in1k,288,39.343,60.657,55.917,44.083,19.88,1.000,bicubic,-55.007,-43.133,-224
densenetblur121d.ra_in1k,224,39.323,60.677,56.667,43.333,8.00,0.875,bicubic,-53.077,-41.743,+144
resnet101.tv_in1k,224,39.297,60.703,55.857,44.143,44.55,0.875,bilinear,-53.593,-42.793,+85
regnety_160.pycls_in1k,224,39.297,60.703,55.393,44.607,83.59,0.875,bicubic,-54.833,-43.607,-161
resnext50_32x4d.a2_in1k,224,39.293,60.707,53.733,46.267,25.03,0.950,bicubic,-54.477,-45.187,-80
repghostnet_200.in1k,224,39.287,60.713,56.507,43.493,9.80,0.875,bicubic,-54.253,-42.273,-26
resnet101.a3_in1k,224,39.280,60.720,53.703,46.297,44.55,0.950,bicubic,-54.590,-45.297,-111
resnet50s.gluon_in1k,224,39.267,60.733,55.093,44.907,25.68,0.875,bicubic,-54.313,-43.757,-39
resnext50_32x4d.a1_in1k,288,39.267,60.733,53.370,46.630,25.03,1.000,bicubic,-55.123,-45.400,-244
mobilevitv2_150.cvnets_in1k,256,39.260,60.740,55.193,44.807,10.59,0.888,bicubic,-54.820,-43.717,-155
tf_efficientnetv2_b2.in1k,260,39.193,60.807,54.623,45.377,10.10,0.890,bicubic,-54.877,-44.387,-152
densenet169.tv_in1k,224,39.190,60.810,55.857,44.143,14.15,0.875,bicubic,-53.150,-42.503,+139
resnext50d_32x4d.bt_in1k,288,39.153,60.847,54.417,45.583,25.05,0.950,bicubic,-55.287,-44.813,-260
legacy_seresnet101.in1k,224,39.120,60.880,55.110,44.890,49.33,0.875,bilinear,-54.170,-43.640,+12
ecaresnet50t.a2_in1k,224,39.120,60.880,54.257,45.743,25.57,0.950,bicubic,-55.140,-44.743,-210
efficientnet_b1_pruned.in1k,240,39.067,60.933,55.793,44.207,6.33,0.882,bicubic,-53.993,-42.767,+40
repvgg_b1g4.rvgg_in1k,224,39.043,60.957,56.500,43.500,39.97,0.875,bilinear,-54.017,-42.170,+36
resnet50.a1_in1k,288,38.990,61.010,53.270,46.730,25.56,1.000,bicubic,-55.320,-45.770,-233
regnety_080.pycls_in1k,224,38.987,61.013,55.200,44.800,39.18,0.875,bicubic,-54.913,-43.590,-130
resnext50_32x4d.a3_in1k,160,38.977,61.023,54.143,45.857,25.03,0.950,bicubic,-53.373,-44.117,+129
inception_v3.tv_in1k,299,38.963,61.037,53.830,46.170,23.83,0.875,bicubic,-53.937,-44.490,+67
crossvit_9_dagger_240.in1k,240,38.943,61.057,54.913,45.087,8.78,0.875,bicubic,-53.837,-43.687,+84
seresnet50.a2_in1k,224,38.917,61.083,53.810,46.190,28.09,0.950,bicubic,-54.773,-45.140,-78
dla102.in1k,224,38.913,61.087,55.377,44.623,33.27,0.875,bilinear,-54.367,-43.413,+4
legacy_seresnext50_32x4d.in1k,224,38.913,61.087,54.627,45.373,27.56,0.875,bilinear,-54.497,-44.143,-13
resnet33ts.ra2_in1k,256,38.907,61.093,55.540,44.460,19.68,0.900,bicubic,-54.733,-43.220,-71
visformer_tiny.in1k,224,38.860,61.140,55.037,44.963,10.32,0.900,bicubic,-54.110,-43.513,+43
regnety_040.pycls_in1k,224,38.833,61.167,55.620,44.380,20.65,0.875,bicubic,-54.797,-43.240,-71
res2net101d.in1k,224,38.827,61.173,53.017,46.983,45.23,0.875,bilinear,-55.723,-46.153,-306
regnetx_040.pycls_in1k,224,38.810,61.190,55.500,44.500,22.12,0.875,bicubic,-54.880,-43.150,-86
efficientvit_m5.r224_in1k,224,38.777,61.223,55.013,44.987,12.47,0.875,bicubic,-53.353,-43.497,+143
resnet50d.a2_in1k,224,38.770,61.230,53.583,46.417,25.58,0.950,bicubic,-55.230,-45.097,-158
resnet32ts.ra2_in1k,256,38.760,61.240,55.847,44.153,17.96,0.900,bicubic,-54.820,-42.883,-62
densenet121.ra_in1k,224,38.757,61.243,56.257,43.743,7.98,0.875,bicubic,-53.183,-42.023,+150
regnetx_032.pycls_in1k,224,38.757,61.243,55.147,44.853,15.30,0.875,bicubic,-54.543,-43.553,-8
res2net50_14w_8s.in1k,224,38.710,61.290,54.177,45.823,25.06,0.875,bilinear,-54.310,-44.523,+26
dpn68.mx_in1k,224,38.707,61.293,54.750,45.250,12.61,0.875,bicubic,-53.583,-43.850,+120
res2net50_26w_6s.in1k,224,38.700,61.300,53.780,46.220,37.05,0.875,bilinear,-54.880,-44.980,-68
dla60_res2net.in1k,224,38.697,61.303,54.633,45.367,20.85,0.875,bilinear,-54.723,-44.207,-31
densenetblur121d.ra_in1k,288,38.683,61.317,55.617,44.383,8.00,0.950,bicubic,-54.327,-42.983,+25
wide_resnet50_2.tv_in1k,224,38.667,61.333,54.613,45.387,68.88,0.875,bilinear,-54.803,-44.357,-45
selecsls60.in1k,224,38.653,61.347,55.710,44.290,30.67,0.875,bicubic,-54.337,-43.120,+24
resnet33ts.ra2_in1k,288,38.653,61.347,55.223,44.777,19.68,1.000,bicubic,-55.297,-43.647,-161
resnet50.bt_in1k,224,38.650,61.350,55.470,44.530,25.56,0.875,bicubic,-54.460,-43.290,+8
regnetx_016.tv2_in1k,224,38.630,61.370,54.773,45.227,9.19,0.965,bicubic,-55.390,-44.237,-177
dpn68b.mx_in1k,224,38.623,61.377,55.200,44.800,12.61,0.875,bicubic,-54.347,-43.580,+27
dla60x.in1k,224,38.617,61.383,55.497,44.503,17.35,0.875,bilinear,-54.603,-43.223,-10
resnet50.a2_in1k,224,38.603,61.397,53.107,46.893,25.56,0.950,bicubic,-55.127,-45.613,-112
selecsls60b.in1k,224,38.583,61.417,55.337,44.663,32.77,0.875,bicubic,-54.897,-43.403,-56
resnetrs50.tf_in1k,160,38.573,61.427,54.093,45.907,35.69,0.910,bicubic,-54.327,-44.697,+37
tf_efficientnet_b0.aa_in1k,224,38.557,61.443,56.133,43.867,5.29,0.875,bicubic,-53.833,-42.347,+96
resnet32ts.ra2_in1k,288,38.523,61.477,55.557,44.443,17.96,1.000,bicubic,-55.077,-43.303,-86
dla60_res2next.in1k,224,38.523,61.477,55.037,44.963,17.03,0.875,bilinear,-55.087,-43.603,-91
ecaresnet26t.ra2_in1k,256,38.520,61.480,55.373,44.627,16.01,0.875,bicubic,-54.900,-43.307,-44
repvgg_a2.rvgg_in1k,224,38.513,61.487,55.817,44.183,28.21,0.875,bilinear,-54.147,-42.713,+65
hardcorenas_f.miil_green_in1k,224,38.513,61.487,55.727,44.273,8.20,0.875,bilinear,-54.507,-42.983,+8
seresnet50.a1_in1k,288,38.513,61.487,53.403,46.597,28.09,1.000,bicubic,-55.697,-45.507,-239
hrnet_w18_small_v2.gluon_in1k,224,38.503,61.497,56.240,43.760,15.60,0.875,bicubic,-54.467,-42.590,+11
regnetx_064.pycls_in1k,224,38.500,61.500,55.040,44.960,26.21,0.875,bicubic,-55.160,-44.010,-110
resnet50.gluon_in1k,224,38.460,61.540,54.893,45.107,25.56,0.875,bicubic,-54.110,-43.647,+71
resmlp_12_224.fb_in1k,224,38.450,61.550,56.363,43.637,15.35,0.875,bicubic,-53.680,-42.157,+111
tf_efficientnet_cc_b0_4e.in1k,224,38.447,61.553,55.187,44.813,13.31,0.875,bicubic,-54.413,-43.253,+34
resnet50d.a1_in1k,288,38.417,61.583,52.867,47.133,25.58,1.000,bicubic,-55.943,-46.293,-289
hrnet_w18.ms_in1k,224,38.390,61.610,55.790,44.210,21.30,0.875,bilinear,-54.360,-42.840,+44
ghostnetv2_160.in1k,224,38.373,61.627,55.637,44.363,12.39,0.875,bicubic,-54.757,-43.023,-18
tinynet_a.in1k,192,38.347,61.653,55.497,44.503,6.19,0.875,bicubic,-54.473,-43.073,+33
regnety_008_tv.tv2_in1k,224,38.330,61.670,54.383,45.617,6.43,0.965,bicubic,-54.840,-43.937,-23
resnet34.a1_in1k,288,38.317,61.683,52.350,47.650,21.80,1.000,bicubic,-54.703,-46.240,-4
densenet121.ra_in1k,288,38.237,61.763,55.203,44.797,7.98,0.950,bicubic,-54.513,-43.447,+39
mixnet_l.ft_in1k,224,38.237,61.763,54.877,45.123,7.33,0.875,bicubic,-55.033,-43.803,-36
convnext_femto.d1_in1k,224,38.207,61.793,54.717,45.283,5.22,0.875,bicubic,-54.673,-43.883,+22
ecaresnet50t.a3_in1k,224,38.193,61.807,53.603,46.397,25.57,0.950,bicubic,-55.667,-45.257,-174
regnety_032.pycls_in1k,224,38.190,61.810,54.477,45.523,19.44,0.875,bicubic,-55.300,-44.483,-83
resnet50d.a3_in1k,160,38.187,61.813,53.827,46.173,25.58,0.950,bicubic,-54.093,-44.503,+84
poolformer_s12.sail_in1k,224,38.180,61.820,56.390,43.610,11.92,0.900,bicubic,-54.330,-42.000,+59
efficientnet_b1.ft_in1k,256,38.170,61.830,54.033,45.967,7.79,1.000,bicubic,-54.850,-44.617,-15
ecaresnet50t.a2_in1k,288,38.147,61.853,53.023,46.977,25.57,1.000,bicubic,-56.433,-46.027,-369
vit_base_patch16_224.augreg_in1k,224,38.140,61.860,50.707,49.293,86.57,0.900,bicubic,-55.200,-48.063,-54
hardcorenas_e.miil_green_in1k,224,38.137,61.863,55.203,44.797,8.07,0.875,bilinear,-54.813,-43.377,0
coat_lite_tiny.in1k,224,38.077,61.923,53.457,46.543,5.72,0.900,bicubic,-54.803,-45.203,+12
gmixer_24_224.ra3_in1k,224,37.983,62.017,52.147,47.853,24.72,0.875,bicubic,-54.687,-46.543,+38
hardcorenas_c.miil_green_in1k,224,37.980,62.020,55.700,44.300,5.52,0.875,bilinear,-54.340,-42.630,+73
resnet50.a3_in1k,160,37.960,62.040,53.320,46.680,25.56,0.950,bicubic,-53.700,-44.940,+116
resnext50_32x4d.a2_in1k,288,37.953,62.047,52.380,47.620,25.03,1.000,bicubic,-56.237,-46.710,-261
resnetrs50.tf_in1k,224,37.947,62.053,53.297,46.703,35.69,0.910,bicubic,-56.083,-45.713,-220
mobilevitv2_125.cvnets_in1k,256,37.927,62.073,54.103,45.897,7.48,0.888,bicubic,-55.553,-44.737,-94
resnet50c.gluon_in1k,224,37.887,62.113,54.203,45.797,25.58,0.875,bicubic,-55.043,-44.507,-6
res2net50_26w_4s.in1k,224,37.857,62.143,53.160,46.840,25.70,0.875,bilinear,-55.333,-45.710,-47
resnest14d.gluon_in1k,224,37.840,62.160,56.617,43.383,10.61,0.875,bilinear,-53.300,-41.733,+139
efficientnet_es.ra_in1k,224,37.840,62.160,54.977,45.023,5.44,0.875,bicubic,-55.120,-43.713,-14
efficientformerv2_s0.snap_dist_in1k,224,37.810,62.190,54.017,45.983,3.60,0.950,bicubic,-54.050,-44.353,+98
convnext_femto.d1_in1k,288,37.803,62.197,54.297,45.703,5.22,0.950,bicubic,-55.657,-44.473,-93
resnext50_32x4d.tv_in1k,224,37.787,62.213,54.143,45.857,25.03,0.875,bilinear,-55.113,-44.587,-7
mobilenetv1_125.ra4_e3600_r224_in1k,256,37.763,62.237,53.813,46.187,6.27,1.000,bicubic,-54.707,-44.767,+42
pit_ti_distilled_224.in1k,224,37.760,62.240,55.683,44.317,5.10,0.900,bicubic,-52.990,-42.567,+147
mobilenetv1_125.ra4_e3600_r224_in1k,224,37.753,62.247,54.160,45.840,6.27,0.900,bicubic,-54.327,-44.190,+82
seresnet50.a2_in1k,288,37.737,62.263,52.320,47.680,28.09,1.000,bicubic,-56.713,-46.660,-348
resnet26t.ra2_in1k,256,37.723,62.277,55.317,44.683,16.01,0.940,bicubic,-54.947,-42.923,+20
resnet34.a2_in1k,224,37.707,62.293,52.573,47.427,21.80,0.950,bicubic,-54.063,-45.687,+93
efficientnet_b1.ft_in1k,224,37.687,62.313,53.870,46.130,7.79,0.875,bicubic,-54.653,-44.700,+52
seresnet50.a3_in1k,160,37.613,62.387,53.253,46.747,28.09,0.950,bicubic,-53.657,-44.697,+118
ecaresnet26t.ra2_in1k,320,37.600,62.400,54.383,45.617,16.01,0.950,bicubic,-56.360,-44.457,-225
hardcorenas_d.miil_green_in1k,224,37.593,62.407,54.723,45.277,7.50,0.875,bilinear,-55.027,-43.757,+20
vit_base_patch32_224.augreg_in1k,224,37.590,62.410,51.877,48.123,88.22,0.900,bicubic,-52.990,-45.863,+144
resnet50.bt_in1k,288,37.577,62.423,53.763,46.237,25.56,0.950,bicubic,-56.433,-45.057,-235
convnext_femto_ols.d1_in1k,224,37.540,62.460,53.417,46.583,5.23,0.875,bicubic,-55.340,-45.093,-16
res2next50.in1k,224,37.530,62.470,52.880,47.120,24.67,0.875,bilinear,-55.610,-45.770,-61
fastvit_t8.apple_dist_in1k,256,37.513,62.487,53.863,46.137,4.03,0.900,bicubic,-55.077,-44.567,+22
convnextv2_femto.fcmae_ft_in1k,288,37.487,62.513,53.620,46.380,5.23,0.950,bicubic,-56.273,-44.900,-183
lambda_resnet26t.c1_in1k,256,37.397,62.603,53.533,46.467,10.96,0.940,bicubic,-56.043,-45.227,-106
cs3darknet_focus_m.c2ns_in1k,256,37.380,62.620,54.130,45.870,9.30,0.887,bicubic,-55.420,-44.410,-8
hrnet_w18.ms_aug_in1k,224,37.367,62.633,54.213,45.787,21.30,0.950,bilinear,-56.103,-44.667,-117
convnext_femto_ols.d1_in1k,288,37.283,62.717,53.153,46.847,5.23,0.950,bicubic,-56.107,-45.607,-96
hardcorenas_b.miil_green_in1k,224,37.280,62.720,55.010,44.990,5.18,0.875,bilinear,-54.680,-43.410,+68
mobilenetv3_large_100.miil_in21k_ft_in1k,224,37.253,62.747,53.560,46.440,5.48,0.875,bilinear,-54.977,-44.910,+51
resnet50d.a2_in1k,288,37.243,62.757,51.823,48.177,25.58,1.000,bicubic,-57.237,-47.087,-380
res2net50d.in1k,224,37.220,62.780,51.303,48.697,25.72,0.875,bilinear,-57.050,-47.577,-318
resnet50.a2_in1k,288,37.203,62.797,51.450,48.550,25.56,1.000,bicubic,-56.927,-47.700,-275
res2net50_48w_2s.in1k,224,37.180,62.820,53.413,46.587,25.29,0.875,bilinear,-55.630,-45.187,-17
dla60.in1k,224,37.177,62.823,54.313,45.687,22.04,0.875,bilinear,-55.533,-44.237,-8
cs3darknet_focus_m.c2ns_in1k,288,37.157,62.843,53.963,46.037,9.30,0.950,bicubic,-55.963,-44.787,-72
fastvit_t8.apple_in1k,256,37.153,62.847,53.160,46.840,4.03,0.900,bicubic,-54.787,-45.250,+62
vit_small_patch16_224.augreg_in1k,224,37.130,62.870,51.603,48.397,22.05,0.900,bicubic,-56.330,-47.227,-123
regnety_016.pycls_in1k,224,37.127,62.873,54.133,45.867,11.20,0.875,bicubic,-55.933,-44.527,-69
lambda_resnet26rpt_256.c1_in1k,256,37.127,62.873,53.850,46.150,10.99,0.940,bicubic,-56.293,-45.030,-118
eca_halonext26ts.c1_in1k,256,37.127,62.873,53.090,46.910,10.76,0.940,bicubic,-56.433,-45.600,-151
convnextv2_atto.fcmae_ft_in1k,224,37.117,62.883,53.053,46.947,3.71,0.875,bicubic,-55.073,-45.307,+42
bat_resnext26ts.ch_in1k,256,37.107,62.893,53.737,46.263,10.73,0.900,bicubic,-56.013,-44.983,-78
tf_mixnet_l.in1k,224,37.057,62.943,52.760,47.240,7.33,0.875,bicubic,-55.993,-45.930,-70
rexnet_100.nav_in1k,224,37.047,62.953,54.083,45.917,4.80,0.875,bicubic,-55.793,-44.557,-32
mobileone_s1.apple_in1k,224,37.037,62.963,54.653,45.347,4.83,0.900,bilinear,-54.743,-43.817,+60
tf_efficientnet_b1.in1k,240,37.027,62.973,53.460,46.540,7.79,0.882,bicubic,-55.913,-45.200,-52
botnet26t_256.c1_in1k,256,36.980,63.020,53.090,46.910,12.49,0.950,bicubic,-56.430,-45.720,-120
resnet34.a2_in1k,288,36.967,63.033,51.520,48.480,21.80,1.000,bicubic,-55.623,-46.930,-6
resnet34.bt_in1k,224,36.927,63.073,53.617,46.383,21.80,0.875,bicubic,-54.273,-44.583,+89
legacy_seresnet50.in1k,224,36.913,63.087,53.477,46.523,28.09,0.875,bilinear,-55.757,-45.183,-19
tf_efficientnet_lite2.in1k,260,36.907,63.093,53.383,46.617,6.09,0.890,bicubic,-55.803,-45.237,-24
ghostnetv2_130.in1k,224,36.870,63.130,54.220,45.780,8.96,0.875,bicubic,-55.400,-44.150,+22
regnetx_016.pycls_in1k,224,36.863,63.137,53.423,46.577,9.19,0.875,bicubic,-55.737,-45.147,-13
mobilenetv1_100h.ra4_e3600_r224_in1k,256,36.790,63.210,53.130,46.870,5.28,0.950,bicubic,-55.560,-45.230,+10
halonet26t.a1h_in1k,256,36.783,63.217,52.233,47.767,12.48,0.950,bicubic,-56.827,-46.457,-177
densenet121.tv_in1k,224,36.757,63.243,53.997,46.003,7.98,0.875,bicubic,-54.683,-44.243,+69
mobilenetv2_120d.ra_in1k,224,36.727,63.273,53.953,46.047,5.83,0.875,bicubic,-55.933,-44.607,-23
hardcorenas_a.miil_green_in1k,224,36.713,63.287,54.863,45.137,5.26,0.875,bilinear,-54.967,-43.277,+53
eca_botnext26ts_256.c1_in1k,256,36.700,63.300,52.607,47.393,10.59,0.950,bicubic,-56.700,-46.143,-129
repghostnet_150.in1k,224,36.693,63.307,54.193,45.807,6.58,0.875,bicubic,-55.707,-44.347,-2
tf_efficientnet_lite1.in1k,240,36.687,63.313,53.733,46.267,5.42,0.882,bicubic,-55.623,-44.787,+9
efficientnet_b0.ra_in1k,224,36.673,63.327,53.597,46.403,5.29,0.875,bicubic,-55.787,-45.083,-11
resnext50_32x4d.a3_in1k,224,36.620,63.380,51.210,48.790,25.03,0.950,bicubic,-56.930,-47.360,-173
vit_base_patch32_224.sam_in1k,224,36.590,63.410,53.083,46.917,88.22,0.900,bicubic,-53.290,-44.737,+118
levit_128s.fb_dist_in1k,224,36.587,63.413,53.073,46.927,7.78,0.900,bicubic,-54.993,-45.347,+54
cs3darknet_m.c2ns_in1k,256,36.580,63.420,53.610,46.390,9.31,0.887,bicubic,-56.120,-45.070,-38
levit_conv_128s.fb_dist_in1k,224,36.570,63.430,53.073,46.927,7.78,0.900,bicubic,-54.970,-45.357,+54
efficientvit_m4.r224_in1k,224,36.560,63.440,53.307,46.693,8.80,0.875,bicubic,-54.200,-44.763,+87
xcit_nano_12_p8_224.fb_dist_in1k,224,36.530,63.470,52.887,47.113,3.05,1.000,bicubic,-55.870,-45.633,-10
repvgg_a1.rvgg_in1k,224,36.520,63.480,53.820,46.180,14.09,0.875,bilinear,-54.640,-44.370,+71
resnet34.a3_in1k,160,36.517,63.483,52.573,47.427,21.80,0.950,bicubic,-52.133,-44.797,+134
tf_efficientnet_em.in1k,240,36.477,63.523,52.907,47.093,6.90,0.882,bicubic,-56.723,-45.573,-120
mobilenetv1_100h.ra4_e3600_r224_in1k,224,36.470,63.530,52.867,47.133,5.28,0.875,bicubic,-55.180,-45.193,+41
mobilevitv2_100.cvnets_in1k,256,36.450,63.550,53.080,46.920,4.90,0.888,bicubic,-56.660,-45.520,-109
cs3darknet_m.c2ns_in1k,288,36.433,63.567,53.240,46.760,9.31,0.950,bicubic,-56.807,-45.470,-127
skresnet18.ra_in1k,224,36.330,63.670,54.253,45.747,11.96,0.875,bicubic,-53.840,-43.527,+100
repvgg_b0.rvgg_in1k,224,36.323,63.677,54.080,45.920,15.82,0.875,bilinear,-55.387,-44.320,+30
resnet34.bt_in1k,288,36.313,63.687,52.847,47.153,21.80,0.950,bicubic,-56.007,-45.793,-10
resnet50d.a3_in1k,224,36.310,63.690,51.330,48.670,25.58,0.950,bicubic,-57.090,-47.500,-150
xcit_nano_12_p16_384.fb_dist_in1k,384,36.177,63.823,53.193,46.807,3.05,1.000,bicubic,-55.953,-45.377,+7
resnet50.tv_in1k,224,36.157,63.843,52.870,47.130,25.56,0.875,bilinear,-55.993,-45.520,+3
legacy_seresnet34.in1k,224,36.157,63.843,52.563,47.437,21.96,0.875,bilinear,-55.323,-45.657,+41
resnet34.tv_in1k,224,36.140,63.860,53.553,46.447,21.80,0.875,bilinear,-54.150,-44.417,+88
efficientvit_m3.r224_in1k,224,36.137,63.863,52.550,47.450,6.90,0.875,bicubic,-53.923,-45.280,+94
deit_tiny_distilled_patch16_224.fb_in1k,224,36.120,63.880,54.293,45.707,5.91,0.900,bicubic,-55.010,-43.777,+59
coat_tiny.in1k,224,36.097,63.903,51.083,48.917,5.50,0.900,bicubic,-57.403,-47.587,-184
resnet50.a3_in1k,224,36.050,63.950,50.647,49.353,25.56,0.950,bicubic,-56.920,-48.063,-101
convnext_atto.d2_in1k,224,36.040,63.960,52.943,47.057,3.70,0.875,bicubic,-56.180,-45.367,-7
tf_efficientnet_lite0.in1k,224,36.033,63.967,53.487,46.513,4.65,0.875,bicubic,-55.327,-44.603,+39
mobilenetv2_140.ra_in1k,224,36.010,63.990,53.977,46.023,6.11,0.875,bicubic,-56.070,-44.373,+3
convnextv2_atto.fcmae_ft_in1k,288,36.000,64.000,51.140,48.860,3.71,0.950,bicubic,-56.910,-47.390,-94
seresnext26ts.ch_in1k,256,35.830,64.170,53.997,46.003,10.39,0.900,bicubic,-56.980,-44.453,-77
selecsls42b.in1k,224,35.823,64.177,52.557,47.443,32.46,0.875,bicubic,-56.657,-45.883,-45
resnet34.gluon_in1k,224,35.823,64.177,52.363,47.637,21.80,0.875,bicubic,-55.287,-45.817,+54
mobilenetv1_100.ra4_e3600_r224_in1k,256,35.787,64.213,52.617,47.383,4.23,0.950,bicubic,-56.293,-45.653,-4
convnext_atto.d2_in1k,288,35.770,64.230,52.350,47.650,3.70,0.950,bicubic,-57.010,-46.150,-77
resnet26t.ra2_in1k,320,35.753,64.247,53.583,46.417,16.01,1.000,bicubic,-57.207,-45.097,-107
xcit_nano_12_p8_384.fb_dist_in1k,384,35.753,64.247,52.447,47.553,3.05,1.000,bicubic,-57.627,-46.433,-165
seresnet50.a3_in1k,224,35.727,64.273,51.273,48.727,28.09,0.950,bicubic,-56.653,-47.057,-37
seresnext26ts.ch_in1k,288,35.720,64.280,53.480,46.520,10.39,1.000,bicubic,-57.250,-45.010,-115
mobilenetv1_100.ra4_e3600_r224_in1k,224,35.713,64.287,52.810,47.190,4.23,0.875,bicubic,-55.637,-45.330,+28
efficientnet_lite0.ra_in1k,224,35.693,64.307,53.713,46.287,4.65,0.875,bicubic,-55.577,-44.507,+29
mixnet_m.ft_in1k,224,35.660,64.340,52.463,47.537,5.01,0.875,bicubic,-56.610,-46.097,-28
resnet18.fb_ssl_yfcc100m_ft_in1k,224,35.647,64.353,53.820,46.180,11.69,0.875,bilinear,-55.043,-44.220,+53
dla34.in1k,224,35.647,64.353,52.837,47.163,15.74,0.875,bilinear,-55.613,-45.323,+30
mobilenetv3_rw.rmsp_in1k,224,35.633,64.367,53.777,46.223,5.48,0.875,bicubic,-55.917,-44.493,+14
regnetx_008.tv2_in1k,224,35.557,64.443,51.503,48.497,7.26,0.965,bicubic,-56.903,-46.947,-53
convnext_atto_ols.a2_in1k,288,35.553,64.447,51.450,48.550,3.70,0.950,bicubic,-57.397,-47.350,-116
convnext_atto_ols.a2_in1k,224,35.507,64.493,52.087,47.913,3.70,0.875,bicubic,-56.593,-46.343,-19
efficientnet_es_pruned.in1k,224,35.397,64.603,52.883,47.117,5.44,0.875,bicubic,-56.313,-45.577,-1
repghostnet_130.in1k,224,35.323,64.677,52.740,47.260,5.48,0.875,bicubic,-56.607,-45.650,-10
mobilenetv2_110d.ra_in1k,224,35.300,64.700,52.807,47.193,4.52,0.875,bicubic,-56.020,-45.343,+18
tf_mixnet_m.in1k,224,35.250,64.750,51.003,48.997,5.01,0.875,bicubic,-56.950,-47.417,-31
hrnet_w18_small_v2.ms_in1k,224,35.233,64.767,52.547,47.453,15.60,0.875,bilinear,-55.957,-45.803,+25
xcit_nano_12_p16_224.fb_dist_in1k,224,35.210,64.790,52.607,47.393,3.05,1.000,bicubic,-55.000,-45.153,+59
mobilenetv4_conv_small.e2400_r224_in1k,256,35.183,64.817,53.027,46.973,3.77,0.950,bicubic,-55.917,-45.053,+33
resnet18d.ra2_in1k,224,35.143,64.857,52.900,47.100,11.71,0.875,bicubic,-54.877,-44.940,+62
resnext26ts.ra2_in1k,256,35.110,64.890,53.437,46.563,10.30,0.900,bicubic,-57.150,-44.833,-41
convit_tiny.fb_in1k,224,35.093,64.907,51.840,48.160,5.71,0.875,bicubic,-55.487,-46.360,+42
resnet34.a3_in1k,224,35.090,64.910,50.520,49.480,21.80,0.950,bicubic,-55.210,-47.370,+50
resnet18.a1_in1k,224,35.033,64.967,50.983,49.017,11.69,0.950,bicubic,-54.117,-46.347,+76
tinynet_b.in1k,188,35.017,64.983,52.120,47.880,3.73,0.875,bicubic,-56.113,-46.150,+23
mobilenetv4_conv_small.e2400_r224_in1k,224,35.013,64.987,52.897,47.103,3.77,0.875,bicubic,-55.527,-45.063,+40
gcresnext26ts.ch_in1k,288,35.013,64.987,51.460,48.540,10.48,1.000,bicubic,-57.797,-47.150,-109
gcresnext26ts.ch_in1k,256,34.990,65.010,51.660,48.340,10.48,0.900,bicubic,-57.470,-46.880,-72
eca_resnext26ts.ch_in1k,256,34.950,65.050,52.347,47.653,10.30,0.900,bicubic,-57.500,-46.263,-71
regnety_004.tv2_in1k,224,34.937,65.063,51.397,48.603,4.34,0.965,bicubic,-56.653,-46.903,-10
eca_resnext26ts.ch_in1k,288,34.933,65.067,52.367,47.633,10.30,1.000,bicubic,-57.837,-46.343,-107
regnety_008.pycls_in1k,224,34.883,65.117,51.843,48.157,6.26,0.875,bicubic,-56.997,-46.577,-27
ese_vovnet19b_dw.ra_in1k,224,34.830,65.170,51.993,48.007,6.54,0.875,bicubic,-57.180,-46.327,-36
resnext26ts.ra2_in1k,288,34.780,65.220,52.823,47.177,10.30,1.000,bicubic,-57.650,-45.567,-74
mobilenetv4_conv_small.e1200_r224_in1k,256,34.737,65.263,52.697,47.303,3.77,0.950,bicubic,-55.523,-45.393,+41
mobilenetv3_large_100.ra_in1k,224,34.673,65.327,52.937,47.063,5.48,0.875,bicubic,-56.797,-45.383,-10
crossvit_9_240.in1k,240,34.670,65.330,51.797,48.203,8.55,0.875,bicubic,-56.400,-46.513,+16
tf_efficientnet_b0.in1k,224,34.670,65.330,51.157,48.843,5.29,0.875,bicubic,-57.600,-47.213,-62
pit_ti_224.in1k,224,34.627,65.373,52.133,47.867,4.85,0.900,bicubic,-55.823,-45.877,+31
seresnext26t_32x4d.bt_in1k,224,34.560,65.440,51.483,48.517,16.81,0.875,bicubic,-58.240,-47.117,-120
seresnext26d_32x4d.bt_in1k,224,34.560,65.440,51.477,48.523,16.81,0.875,bicubic,-57.900,-47.033,-85
pvt_v2_b0.in1k,224,34.410,65.590,53.093,46.907,3.67,0.900,bicubic,-54.580,-44.587,+60
mixer_b16_224.goog_in21k_ft_in1k,224,34.373,65.627,48.057,51.943,59.88,0.875,bicubic,-56.747,-49.353,+6
fbnetc_100.rmsp_in1k,224,34.337,65.663,51.490,48.510,5.57,0.875,bilinear,-56.913,-46.340,-5
resnet26d.bt_in1k,224,34.330,65.670,51.837,48.163,16.01,0.875,bicubic,-57.900,-46.393,-63
mobilenetv4_conv_small.e1200_r224_in1k,224,34.313,65.687,52.343,47.657,3.77,0.875,bicubic,-55.817,-45.637,+34
tf_efficientnet_es.in1k,224,34.300,65.700,51.507,48.493,5.44,0.875,bicubic,-57.800,-46.873,-55
regnety_006.pycls_in1k,224,34.283,65.717,51.423,48.577,6.06,0.875,bicubic,-57.317,-46.997,-29
resnet18d.ra2_in1k,288,34.240,65.760,51.690,48.310,11.71,0.950,bicubic,-56.530,-46.460,+7
ghostnetv2_100.in1k,224,34.167,65.833,52.050,47.950,6.16,0.875,bicubic,-57.463,-46.230,-32
repvgg_a0.rvgg_in1k,224,34.090,65.910,52.000,48.000,9.11,0.875,bilinear,-55.720,-45.500,+35
resnet18.a1_in1k,288,34.050,65.950,49.517,50.483,11.69,1.000,bicubic,-56.140,-48.263,+26
tf_mobilenetv3_large_100.in1k,224,33.990,66.010,51.563,48.437,5.48,0.875,bilinear,-57.420,-46.677,-23
mnasnet_100.rmsp_in1k,224,33.873,66.127,51.227,48.773,4.38,0.875,bicubic,-57.387,-46.803,-16
regnetx_004_tv.tv2_in1k,224,33.837,66.163,49.890,50.110,5.50,0.965,bicubic,-57.323,-48.210,-10
repghostnet_111.in1k,224,33.807,66.193,51.550,48.450,4.54,0.875,bicubic,-57.303,-46.500,-5
mobilevit_s.cvnets_in1k,256,33.790,66.210,49.480,50.520,5.58,0.900,bicubic,-59.390,-49.320,-198
ese_vovnet19b_dw.ra_in1k,288,33.763,66.237,50.940,49.060,6.54,0.950,bicubic,-58.977,-47.740,-130
regnetx_008.pycls_in1k,224,33.750,66.250,50.593,49.407,7.26,0.875,bicubic,-57.470,-47.787,-19
lcnet_100.ra2_in1k,224,33.730,66.270,52.107,47.893,2.95,0.875,bicubic,-55.190,-45.263,+44
semnasnet_075.rmsp_in1k,224,33.707,66.293,52.433,47.567,2.91,0.875,bicubic,-56.573,-45.497,+14
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,33.667,66.333,50.760,49.240,6.36,1.000,bicubic,-58.043,-47.470,-51
xcit_nano_12_p8_224.fb_in1k,224,33.623,66.377,50.430,49.570,3.05,1.000,bicubic,-57.567,-47.850,-20
mixnet_s.ft_in1k,224,33.620,66.380,51.023,48.977,4.13,0.875,bicubic,-58.200,-47.317,-57
resnet26.bt_in1k,224,33.597,66.403,51.043,48.957,16.00,0.875,bicubic,-57.863,-47.227,-38
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,33.557,66.443,50.963,49.037,5.79,1.000,bicubic,-59.943,-47.807,-264
semnasnet_100.rmsp_in1k,224,33.553,66.447,50.837,49.163,3.89,0.875,bicubic,-58.107,-47.223,-52
spnasnet_100.rmsp_in1k,224,33.503,66.497,51.287,48.713,4.42,0.875,bilinear,-57.167,-46.673,-6
crossvit_tiny_240.in1k,240,33.443,66.557,49.960,50.040,7.01,0.875,bicubic,-57.097,-47.860,-3
mobilevitv2_075.cvnets_in1k,256,33.423,66.577,50.133,49.867,2.87,0.888,bicubic,-58.587,-48.387,-72
vgg19_bn.tv_in1k,224,33.307,66.693,50.877,49.123,143.68,0.875,bilinear,-57.673,-47.243,-16
regnetx_006.pycls_in1k,224,33.277,66.723,50.327,49.673,6.20,0.875,bicubic,-57.473,-47.763,-12
resnet18.a2_in1k,224,33.267,66.733,49.520,50.480,11.69,0.950,bicubic,-54.943,-47.910,+41
efficientvit_m2.r224_in1k,224,33.190,66.810,49.777,50.223,4.19,0.875,bicubic,-55.750,-47.573,+29
repghostnet_100.in1k,224,33.133,66.867,50.753,49.247,4.07,0.875,bicubic,-57.527,-47.357,-12
edgenext_x_small.in1k,288,33.130,66.870,49.043,50.957,2.34,1.000,bicubic,-58.460,-49.147,-55
seresnext26t_32x4d.bt_in1k,288,33.073,66.927,50.247,49.753,16.81,0.950,bicubic,-60.267,-48.453,-238
xcit_nano_12_p16_224.fb_in1k,224,33.037,66.963,50.070,49.930,3.05,1.000,bicubic,-55.863,-47.370,+27
resnet18.tv_in1k,224,33.023,66.977,51.143,48.857,11.69,0.875,bilinear,-55.177,-45.967,+36
seresnext26d_32x4d.bt_in1k,288,32.993,67.007,49.840,50.160,16.81,0.950,bicubic,-60.057,-48.710,-206
mobileone_s0.apple_in1k,224,32.983,67.017,51.093,48.907,5.29,0.875,bilinear,-55.797,-46.137,+25
hrnet_w18_small.gluon_in1k,224,32.837,67.163,50.497,49.503,13.19,0.875,bicubic,-57.473,-47.263,-10
legacy_seresnext26_32x4d.in1k,224,32.760,67.240,49.217,50.783,16.79,0.875,bicubic,-59.830,-49.383,-137
hrnet_w18_small.ms_in1k,224,32.737,67.263,50.637,49.363,13.19,0.875,bilinear,-57.143,-47.253,-1
edgenext_x_small.in1k,256,32.713,67.287,48.680,51.320,2.34,0.900,bicubic,-58.717,-49.480,-56
deit_tiny_patch16_224.fb_in1k,224,32.700,67.300,50.330,49.670,5.72,0.900,bicubic,-56.940,-47.630,+3
legacy_seresnet18.in1k,224,32.677,67.323,50.327,49.673,11.78,0.875,bicubic,-56.613,-47.383,+8
regnetx_004.pycls_in1k,224,32.603,67.397,49.387,50.613,5.16,0.875,bicubic,-56.887,-48.433,+3
mobilenetv2_100.ra_in1k,224,32.597,67.403,50.870,49.130,3.50,0.875,bicubic,-57.283,-46.730,-5
ghostnet_100.in1k,224,32.583,67.417,50.407,49.593,5.18,0.875,bicubic,-57.887,-47.523,-21
resnet26d.bt_in1k,288,32.477,67.523,50.093,49.907,16.01,0.950,bicubic,-60.113,-48.547,-147
resnet18.gluon_in1k,224,32.423,67.577,49.730,50.270,11.69,0.875,bicubic,-56.267,-47.380,+15
regnety_004.pycls_in1k,224,32.393,67.607,49.460,50.540,4.34,0.875,bicubic,-58.367,-48.580,-36
tf_mixnet_s.in1k,224,32.210,67.790,48.593,51.407,4.13,0.875,bicubic,-59.500,-49.827,-81
resnet18.a2_in1k,288,32.183,67.817,47.907,52.093,11.69,1.000,bicubic,-57.357,-49.753,-5
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,32.140,67.860,49.097,50.903,5.72,0.900,bicubic,-59.810,-49.233,-96
resnet26.bt_in1k,288,32.130,67.870,49.497,50.503,16.00,0.950,bicubic,-60.030,-49.053,-110
tf_mobilenetv3_large_075.in1k,224,31.970,68.030,49.177,50.823,3.99,0.875,bilinear,-58.360,-48.683,-27
tf_mobilenetv3_large_minimal_100.in1k,224,31.680,68.320,49.443,50.557,3.92,0.875,bilinear,-57.520,-47.847,0
resnet18.a3_in1k,160,31.577,68.423,48.373,51.627,11.69,0.950,bicubic,-53.463,-47.567,+34
efficientvit_m1.r224_in1k,224,31.260,68.740,48.470,51.530,2.98,0.875,bicubic,-55.930,-48.240,+19
repghostnet_080.in1k,224,30.973,69.027,48.837,51.163,3.28,0.875,bicubic,-58.497,-48.603,-10
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,30.870,69.130,47.680,52.320,6.34,0.900,bicubic,-58.540,-50.020,-10
tinynet_c.in1k,184,30.537,69.463,48.543,51.457,2.46,0.875,bicubic,-57.883,-48.727,+6
lcnet_075.ra2_in1k,224,30.383,69.617,48.763,51.237,2.36,0.875,bicubic,-56.627,-47.787,+19
vgg16_bn.tv_in1k,224,30.380,69.620,47.317,52.683,138.37,0.875,bilinear,-60.140,-50.673,-38
efficientvit_b0.r224_in1k,224,30.123,69.877,46.730,53.270,3.41,0.950,bicubic,-58.147,-50.150,+5
resnet18.a3_in1k,224,30.093,69.907,46.313,53.687,11.69,0.950,bicubic,-56.927,-50.357,+15
resnet10t.c3_in1k,176,29.783,70.217,47.810,52.190,5.44,0.875,bicubic,-55.707,-48.480,+21
edgenext_xx_small.in1k,288,29.747,70.253,46.507,53.493,1.33,1.000,bicubic,-60.063,-51.283,-23
mobilevit_xs.cvnets_in1k,256,29.703,70.297,46.087,53.913,2.32,0.900,bicubic,-61.567,-52.143,-76
regnety_002.pycls_in1k,224,29.683,70.317,46.823,53.177,3.16,0.875,bicubic,-58.527,-50.357,+1
edgenext_xx_small.in1k,256,29.447,70.553,46.373,53.627,1.33,0.900,bicubic,-59.813,-50.877,-17
mobilenetv3_small_100.lamb_in1k,224,29.067,70.933,47.260,52.740,2.54,0.875,bicubic,-57.133,-49.210,+13
mnasnet_small.lamb_in1k,224,28.990,71.010,47.210,52.790,2.03,0.875,bicubic,-56.500,-48.760,+16
vgg13_bn.tv_in1k,224,28.963,71.037,46.820,53.180,133.05,0.875,bilinear,-60.267,-50.700,-18
resnet10t.c3_in1k,224,28.907,71.093,46.967,53.033,5.44,0.950,bicubic,-57.803,-49.763,+9
regnetx_002.pycls_in1k,224,28.867,71.133,45.607,54.393,2.68,0.875,bicubic,-58.473,-51.523,+1
efficientvit_m0.r224_in1k,224,28.797,71.203,45.733,54.267,2.35,0.875,bicubic,-54.543,-49.897,+20
resnet14t.c3_in1k,176,28.733,71.267,46.040,53.960,10.08,0.875,bicubic,-59.737,-50.910,-11
mobilenetv2_050.lamb_in1k,224,28.700,71.300,46.610,53.390,1.97,0.875,bicubic,-56.290,-49.030,+13
vgg19.tv_in1k,224,28.700,71.300,45.277,54.723,143.67,0.875,bilinear,-61.000,-52.253,-33
mobilevitv2_050.cvnets_in1k,256,28.607,71.393,45.287,54.713,1.37,0.888,bicubic,-60.453,-52.303,-22
dla60x_c.in1k,224,28.507,71.493,46.253,53.747,1.32,0.875,bilinear,-58.603,-50.897,-2
repghostnet_058.in1k,224,28.497,71.503,46.607,53.393,2.55,0.875,bicubic,-58.693,-50.393,-4
vgg11_bn.tv_in1k,224,28.447,71.553,46.480,53.520,132.87,0.875,bilinear,-59.963,-50.800,-15
tinynet_d.in1k,152,27.997,72.003,45.893,54.107,2.34,0.875,bicubic,-57.483,-50.127,+5
vgg16.tv_in1k,224,27.970,72.030,44.750,55.250,138.36,0.875,bilinear,-61.430,-52.750,-34
resnet14t.c3_in1k,224,27.647,72.353,44.713,55.287,10.08,0.950,bicubic,-61.593,-52.737,-32
tf_mobilenetv3_small_100.in1k,224,27.570,72.430,44.910,55.090,2.54,0.875,bilinear,-58.440,-51.480,-2
repghostnet_050.in1k,224,27.140,72.860,45.050,54.950,2.31,0.875,bicubic,-58.420,-51.060,-2
mixer_l16_224.goog_in21k_ft_in1k,224,26.777,73.223,37.857,62.143,208.20,0.875,bicubic,-60.223,-56.163,-7
vgg11.tv_in1k,224,26.640,73.360,43.533,56.467,132.86,0.875,bilinear,-60.700,-53.447,-15
mobilenetv3_small_075.lamb_in1k,224,26.590,73.410,43.943,56.057,2.04,0.875,bicubic,-57.550,-51.557,+4
dla46x_c.in1k,224,26.403,73.597,43.907,56.093,1.07,0.875,bilinear,-59.047,-52.543,-2
mobilevit_xxs.cvnets_in1k,256,26.400,73.600,43.140,56.860,1.27,0.900,bicubic,-61.570,-54.050,-20
vgg13.tv_in1k,224,26.313,73.687,43.457,56.543,133.05,0.875,bilinear,-61.237,-53.663,-20
tf_mobilenetv3_small_075.in1k,224,26.280,73.720,43.777,56.223,2.04,0.875,bilinear,-58.240,-52.013,-1
lcnet_050.ra2_in1k,224,26.220,73.780,44.580,55.420,1.88,0.875,bicubic,-56.910,-50.370,+1
tf_mobilenetv3_small_minimal_100.in1k,224,25.813,74.187,43.647,56.353,2.04,0.875,bilinear,-56.827,-51.343,+1
dla46_c.in1k,224,25.540,74.460,43.877,56.123,1.30,0.875,bilinear,-59.180,-52.333,-5
tinynet_e.in1k,106,23.473,76.527,41.177,58.823,2.04,0.875,bicubic,-56.367,-52.823,0
mobilenetv3_small_050.lamb_in1k,224,21.793,78.207,38.930,61.070,1.59,0.875,bicubic,-56.297,-54.110,0
test_byobnet.r160_in1k,160,17.107,82.893,33.970,66.030,0.46,0.875,bicubic,-50.253,-54.420,+1
test_efficientnet.r160_in1k,160,16.507,83.493,32.900,67.100,0.36,0.875,bicubic,-51.193,-55.500,-1
test_vit.r160_in1k,160,13.243,86.757,27.813,72.187,0.37,0.875,bicubic,-50.747,-59.867,0