meg's picture
meg HF staff
Add files using upload-large-folder tool
abee7a4 verified
raw
history blame
144 kB
model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,88.640,11.360,97.360,2.640,305.08,1.000,bicubic,-10.190,-2.520,+2
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,88.413,11.587,97.040,2.960,305.08,1.000,bicubic,-10.527,-2.870,-1
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,87.320,12.680,96.800,3.200,"1,014.45",1.000,bicubic,-11.500,-3.100,+1
eva02_large_patch14_448.mim_m38m_ft_in1k,448,87.040,12.960,96.360,3.640,305.08,1.000,bicubic,-11.690,-3.430,+4
eva02_large_patch14_448.mim_in22k_ft_in1k,448,86.227,13.773,95.880,4.120,305.08,1.000,bicubic,-12.623,-3.960,-3
eva_giant_patch14_336.clip_ft_in1k,336,85.120,14.880,95.667,4.333,"1,013.01",1.000,bicubic,-13.690,-4.233,0
eva_giant_patch14_336.m30m_ft_in22k_in1k,336,85.013,14.987,96.253,3.747,"1,013.01",1.000,bicubic,-13.797,-3.567,-2
tf_efficientnet_l2.ns_jft_in1k,800,84.680,15.320,96.040,3.960,480.31,0.960,bicubic,-13.860,-3.780,+10
regnety_1280.swag_ft_in1k,384,83.760,16.240,96.133,3.867,644.81,1.000,bicubic,-14.690,-3.747,+18
eva_large_patch14_336.in22k_ft_in22k_in1k,336,83.533,16.467,95.187,4.813,304.53,1.000,bicubic,-15.217,-4.623,-3
tf_efficientnet_l2.ns_jft_in1k_475,475,83.373,16.627,95.467,4.533,480.31,0.936,bicubic,-15.127,-4.353,+9
convnextv2_huge.fcmae_ft_in22k_in1k_512,512,83.360,16.640,95.907,4.093,660.29,1.000,bicubic,-15.230,-3.963,+3
maxvit_xlarge_tf_512.in21k_ft_in1k,512,83.147,16.853,95.347,4.653,475.77,1.000,bicubic,-15.473,-4.453,0
beit_large_patch16_512.in22k_ft_in22k_in1k,512,82.960,17.040,95.720,4.280,305.67,1.000,bicubic,-15.600,-4.110,+2
eva_large_patch14_336.in22k_ft_in1k,336,82.667,17.333,95.547,4.453,304.53,1.000,bicubic,-16.053,-4.323,-6
maxvit_large_tf_512.in21k_ft_in1k,512,81.693,18.307,94.987,5.013,212.33,1.000,bicubic,-16.917,-4.803,-2
eva_giant_patch14_224.clip_ft_in1k,224,81.080,18.920,94.187,5.813,"1,012.56",0.900,bicubic,-17.380,-5.563,+9
maxvit_base_tf_512.in21k_ft_in1k,512,81.053,18.947,94.320,5.680,119.88,1.000,bicubic,-17.587,-5.480,-7
maxvit_xlarge_tf_384.in21k_ft_in1k,384,80.933,19.067,94.440,5.560,475.32,1.000,bicubic,-17.567,-5.400,+3
beit_large_patch16_384.in22k_ft_in22k_in1k,384,80.173,19.827,94.733,5.267,305.00,1.000,bicubic,-18.327,-5.047,+1
caformer_b36.sail_in22k_ft_in1k_384,384,79.587,20.413,94.320,5.680,98.75,1.000,bicubic,-18.853,-5.500,+7
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,79.373,20.627,94.547,5.453,660.29,1.000,bicubic,-19.297,-5.313,-12
deit3_large_patch16_384.fb_in22k_ft_in1k,384,79.320,20.680,93.613,6.387,304.76,1.000,bicubic,-19.140,-6.137,+2
maxvit_large_tf_384.in21k_ft_in1k,384,78.093,21.907,93.200,6.800,212.03,1.000,bicubic,-20.397,-6.550,-1
eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.813,22.187,93.213,6.787,87.12,1.000,bicubic,-20.627,-6.607,+5
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.587,22.413,93.080,6.920,87.12,1.000,bicubic,-21.043,-6.720,-14
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,77.147,22.853,93.640,6.360,304.53,1.000,bicubic,-21.123,-6.130,+13
convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,76.867,23.133,94.213,5.787,846.47,1.000,bicubic,-21.573,-5.607,+1
maxvit_base_tf_384.in21k_ft_in1k,384,76.707,23.293,92.387,7.613,119.65,1.000,bicubic,-21.813,-7.363,-10
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.600,23.400,93.307,6.693,304.43,0.950,bicubic,-21.950,-6.453,-13
eva_large_patch14_196.in22k_ft_in22k_in1k,196,75.400,24.600,91.627,8.373,304.14,1.000,bicubic,-23.030,-8.143,+1
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,74.867,25.133,91.440,8.560,116.14,1.000,bicubic,-23.313,-8.330,+18
regnety_1280.swag_lc_in1k,224,74.547,25.453,91.627,8.373,644.81,0.965,bicubic,-23.113,-7.973,+93
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,74.347,25.653,92.360,7.640,196.74,1.000,bicubic,-23.813,-7.350,+22
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,74.227,25.773,92.307,7.693,632.46,1.000,bicubic,-24.203,-7.513,-4
regnety_320.swag_ft_in1k,384,73.987,26.013,92.867,7.133,145.05,1.000,bicubic,-24.073,-6.993,+30
caformer_m36.sail_in22k_ft_in1k_384,384,73.920,26.080,91.347,8.653,56.20,1.000,bicubic,-24.230,-8.403,+21
convformer_b36.sail_in22k_ft_in1k_384,384,73.653,26.347,91.640,8.360,99.88,1.000,bicubic,-24.607,-8.130,+3
eva_large_patch14_196.in22k_ft_in1k,196,73.040,26.960,91.347,8.653,304.14,1.000,bicubic,-25.320,-8.433,-4
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,72.173,27.827,90.813,9.187,304.20,1.000,bicubic,-26.057,-8.907,+6
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,71.907,28.093,91.840,8.160,87.92,1.000,bicubic,-26.233,-7.940,+18
vit_large_patch14_clip_224.openai_ft_in1k,224,71.827,28.173,91.360,8.640,304.20,1.000,bicubic,-26.333,-8.370,+15
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,71.427,28.573,89.827,10.173,304.53,1.000,bicubic,-26.903,-9.933,-6
deit3_base_patch16_384.fb_in22k_ft_in1k,384,71.293,28.707,89.880,10.120,86.88,1.000,bicubic,-26.547,-9.780,+52
convnext_xlarge.fb_in22k_ft_in1k_384,384,71.187,28.813,90.787,9.213,350.20,1.000,bicubic,-27.233,-9.023,-12
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,71.187,28.813,89.760,10.240,73.88,1.000,bicubic,-26.883,-9.930,+19
vit_large_patch16_384.augreg_in21k_ft_in1k,384,71.067,28.933,89.640,10.360,304.72,1.000,bicubic,-27.183,-10.160,-2
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,70.920,29.080,90.867,9.133,200.13,1.000,bicubic,-27.560,-8.883,-24
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,70.893,29.107,90.547,9.453,632.05,1.000,bicubic,-27.397,-9.233,-11
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,70.800,29.200,90.573,9.427,196.74,1.000,bicubic,-27.220,-9.117,+21
caformer_s36.sail_in22k_ft_in1k_384,384,70.747,29.253,90.427,9.573,39.30,1.000,bicubic,-27.253,-9.293,+22
vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,70.627,29.373,90.613,9.387,64.27,1.000,bicubic,-27.533,-9.057,+3
convnextv2_large.fcmae_ft_in22k_in1k_384,384,70.213,29.787,89.600,10.400,197.96,1.000,bicubic,-28.167,-10.160,-19
deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.187,29.813,90.800,9.200,632.13,1.000,bicubic,-27.983,-8.950,0
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,70.027,29.973,90.440,9.560,116.09,1.000,bicubic,-28.233,-9.390,-13
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,69.827,30.173,90.747,9.253,200.13,1.000,bicubic,-28.453,-9.023,-17
volo_d5_512.sail_in1k,512,69.453,30.547,90.560,9.440,296.09,1.150,bicubic,-28.337,-9.110,+52
caformer_b36.sail_in22k_ft_in1k,224,69.453,30.547,90.213,9.787,98.75,1.000,bicubic,-28.717,-9.557,-7
beit_large_patch16_224.in22k_ft_in22k_in1k,224,69.053,30.947,89.973,10.027,304.43,0.900,bicubic,-29.117,-9.787,-7
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,68.627,31.373,88.560,11.440,149.39,1.000,bicubic,-29.573,-11.220,-12
deit3_large_patch16_224.fb_in22k_ft_in1k,224,68.573,31.427,90.000,10.000,304.37,1.000,bicubic,-29.597,-9.730,-8
convformer_m36.sail_in22k_ft_in1k_384,384,68.547,31.453,89.160,10.840,57.05,1.000,bicubic,-29.473,-10.530,+8
convnext_xlarge.fb_in22k_ft_in1k,288,68.227,31.773,90.133,9.867,350.20,1.000,bicubic,-29.893,-9.637,-2
regnety_160.swag_ft_in1k,384,68.093,31.907,90.680,9.320,83.59,1.000,bicubic,-29.697,-9.080,+43
maxvit_base_tf_512.in1k,512,68.093,31.907,88.547,11.453,119.88,1.000,bicubic,-29.707,-11.063,+43
volo_d5_448.sail_in1k,448,68.000,32.000,89.773,10.227,295.91,1.150,bicubic,-29.750,-9.857,+52
maxvit_large_tf_512.in1k,512,67.667,32.333,87.693,12.307,212.33,1.000,bicubic,-30.163,-12.007,+35
beitv2_large_patch16_224.in1k_ft_in1k,224,67.627,32.373,88.733,11.267,304.43,0.950,bicubic,-30.293,-10.947,+15
convnext_large.fb_in22k_ft_in1k_384,384,67.413,32.587,88.893,11.107,197.77,1.000,bicubic,-30.847,-10.867,-25
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,67.373,32.627,88.507,11.493,196.74,0.900,bicubic,-30.467,-11.173,+28
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,67.267,32.733,89.960,10.040,200.13,1.000,bicubic,-30.993,-9.790,-28
tf_efficientnet_b7.ns_jft_in1k,600,67.160,32.840,88.507,11.493,66.35,0.949,bicubic,-30.730,-11.213,+17
tf_efficientnetv2_xl.in21k_ft_in1k,512,67.147,32.853,87.160,12.840,208.12,1.000,bicubic,-30.753,-12.410,+15
vit_large_patch14_clip_336.laion2b_ft_in1k,336,67.067,32.933,88.920,11.080,304.53,1.000,bicubic,-31.163,-10.800,-27
beit_base_patch16_384.in22k_ft_in22k_in1k,384,66.987,33.013,89.093,10.907,86.74,1.000,bicubic,-30.843,-10.577,+25
convnextv2_large.fcmae_ft_in22k_in1k,288,66.880,33.120,88.880,11.120,197.96,1.000,bicubic,-31.230,-10.900,-14
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,66.840,33.160,88.160,11.840,304.20,1.000,bicubic,-31.240,-11.600,-13
convnext_large.fb_in22k_ft_in1k,288,66.333,33.667,88.987,11.013,197.77,1.000,bicubic,-31.797,-10.763,-18
volo_d4_448.sail_in1k,448,66.293,33.707,88.987,11.013,193.41,1.150,bicubic,-31.387,-10.733,+45
hiera_huge_224.mae_in1k_ft_in1k,224,66.240,33.760,86.547,13.453,672.78,0.900,bicubic,-31.710,-13.213,-2
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,66.013,33.987,87.813,12.187,93.59,1.000,bicubic,-31.947,-11.887,-6
convnextv2_large.fcmae_ft_in22k_in1k,224,65.933,34.067,87.280,12.720,197.96,0.875,bicubic,-31.997,-12.490,-2
convnextv2_base.fcmae_ft_in22k_in1k_384,384,65.813,34.187,87.840,12.160,88.72,1.000,bicubic,-32.547,-11.990,-47
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,65.667,34.333,87.840,12.160,632.05,1.000,bicubic,-32.363,-11.890,-15
regnety_320.swag_lc_in1k,224,65.547,34.453,87.987,12.013,145.05,0.965,bicubic,-31.613,-11.553,+152
volo_d3_448.sail_in1k,448,65.520,34.480,87.373,12.627,86.63,1.000,bicubic,-32.030,-12.287,+63
nextvit_large.bd_ssld_6m_in1k_384,384,65.373,34.627,88.587,11.413,57.87,1.000,bicubic,-32.567,-11.203,-8
vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.360,34.640,88.333,11.667,60.60,1.000,bicubic,-32.410,-11.267,+26
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,65.280,34.720,88.587,11.413,87.90,1.000,bicubic,-32.590,-11.173,+2
efficientvit_l3.r384_in1k,384,64.813,35.187,87.053,12.947,246.04,1.000,bicubic,-32.777,-12.567,+55
convnextv2_huge.fcmae_ft_in1k,288,64.533,35.467,87.253,12.747,660.29,1.000,bicubic,-33.367,-12.377,-5
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,64.520,35.480,87.080,12.920,93.59,0.950,bicubic,-33.430,-12.540,-16
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,64.520,35.480,85.867,14.133,116.14,0.950,bicubic,-33.260,-13.793,+19
tf_efficientnetv2_l.in21k_ft_in1k,480,64.507,35.493,87.653,12.347,118.52,1.000,bicubic,-33.323,-12.107,+5
convnext_xlarge.fb_in22k_ft_in1k,224,63.787,36.213,87.387,12.613,350.20,0.875,bicubic,-34.133,-12.273,-13
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.467,36.533,87.667,12.333,87.92,0.900,bicubic,-34.213,-11.943,+27
maxvit_large_tf_384.in1k,384,63.400,36.600,85.187,14.813,212.03,1.000,bicubic,-34.190,-14.333,+49
convformer_b36.sail_in22k_ft_in1k,224,63.373,36.627,86.480,13.520,99.88,1.000,bicubic,-34.577,-13.250,-22
convnext_base.fb_in22k_ft_in1k_384,384,63.307,36.693,86.827,13.173,88.59,1.000,bicubic,-34.793,-12.823,-36
convformer_s36.sail_in22k_ft_in1k_384,384,63.027,36.973,86.773,13.227,40.01,1.000,bicubic,-34.823,-12.917,-6
vit_base_patch16_384.augreg_in21k_ft_in1k,384,63.027,36.973,86.080,13.920,86.86,1.000,bicubic,-34.803,-13.480,+1
maxvit_small_tf_512.in1k,512,62.840,37.160,86.467,13.533,69.13,1.000,bicubic,-34.920,-13.083,+13
nextvit_base.bd_ssld_6m_in1k_384,384,62.813,37.187,87.960,12.040,44.82,1.000,bicubic,-35.057,-11.750,-13
maxvit_base_tf_384.in1k,384,62.467,37.533,85.133,14.867,119.65,1.000,bicubic,-35.123,-14.537,+40
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.240,37.760,85.893,14.107,86.58,0.900,bicubic,-35.500,-13.747,+14
caformer_b36.sail_in1k_384,384,62.093,37.907,84.480,15.520,98.75,1.000,bicubic,-35.417,-15.100,+49
cait_m48_448.fb_dist_in1k,448,62.080,37.920,86.480,13.520,356.46,1.000,bicubic,-35.410,-13.140,+54
convnextv2_base.fcmae_ft_in22k_in1k,288,62.067,37.933,87.053,12.947,88.72,1.000,bicubic,-35.993,-12.697,-41
tf_efficientnet_b6.ns_jft_in1k,528,61.880,38.120,85.027,14.973,43.04,0.942,bicubic,-35.740,-14.573,+27
convnextv2_huge.fcmae_ft_in1k,224,61.867,38.133,84.680,15.320,660.29,0.875,bicubic,-35.783,-14.890,+19
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,61.480,38.520,85.573,14.427,86.53,0.900,bicubic,-36.220,-14.107,+11
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,61.333,38.667,86.600,13.400,196.53,0.900,bicubic,-36.317,-13.090,+18
convnext_base.fb_in22k_ft_in1k,288,61.240,38.760,86.467,13.533,88.59,1.000,bicubic,-36.610,-13.173,-20
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,61.187,38.813,83.787,16.213,329.09,1.000,bicubic,-36.663,-15.883,-20
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,61.147,38.853,85.840,14.160,93.59,1.000,bicubic,-36.783,-13.840,-34
caformer_m36.sail_in22k_ft_in1k,224,60.973,39.027,84.960,15.040,56.20,1.000,bicubic,-36.867,-14.710,-19
vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,60.867,39.133,85.240,14.760,64.11,0.950,bicubic,-36.843,-14.370,+3
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,60.733,39.267,86.693,13.307,200.13,1.000,bicubic,-37.247,-13.007,-44
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,60.693,39.307,84.413,15.587,73.88,0.950,bicubic,-36.947,-15.157,+13
regnety_160.swag_lc_in1k,224,60.520,39.480,85.880,14.120,83.59,0.965,bicubic,-36.310,-13.520,+190
convnextv2_base.fcmae_ft_in22k_in1k,224,60.520,39.480,85.053,14.947,88.72,0.875,bicubic,-37.390,-14.637,-36
convnext_small.in12k_ft_in1k_384,384,60.507,39.493,84.813,15.187,50.22,1.000,bicubic,-37.293,-14.877,-16
convnext_large.fb_in22k_ft_in1k,224,60.480,39.520,85.147,14.853,197.77,0.875,bicubic,-37.370,-14.533,-31
caformer_m36.sail_in1k_384,384,60.347,39.653,84.813,15.187,56.20,1.000,bicubic,-37.103,-14.727,+43
deit3_large_patch16_384.fb_in1k,384,60.227,39.773,85.547,14.453,304.76,1.000,bicubic,-37.213,-14.043,+46
coatnet_2_rw_224.sw_in12k_ft_in1k,224,60.160,39.840,84.613,15.387,73.87,0.950,bicubic,-37.370,-14.987,+27
vit_large_patch14_clip_224.laion2b_ft_in1k,224,60.040,39.960,85.840,14.160,304.20,1.000,bicubic,-37.870,-13.810,-42
tf_efficientnet_b5.ns_jft_in1k,456,59.933,40.067,84.280,15.720,30.39,0.934,bicubic,-37.567,-15.330,+29
xcit_large_24_p8_384.fb_dist_in1k,384,59.880,40.120,85.387,14.613,188.93,1.000,bicubic,-37.650,-14.153,+25
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,59.867,40.133,84.973,15.027,116.09,0.950,bicubic,-37.883,-14.727,-14
efficientvit_l3.r320_in1k,320,59.853,40.147,84.907,15.093,246.04,1.000,bicubic,-37.557,-14.483,+45
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,59.627,40.373,84.200,15.800,86.86,0.950,bicubic,-38.563,-15.460,-83
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,59.560,40.440,83.173,16.827,936.53,1.000,bilinear,-37.920,-16.387,+29
tf_efficientnetv2_m.in21k_ft_in1k,480,59.120,40.880,84.493,15.507,54.14,1.000,bicubic,-38.690,-15.197,-30
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,58.853,41.147,85.787,14.213,88.59,1.000,bicubic,-39.197,-13.963,-67
maxvit_tiny_tf_512.in1k,512,58.667,41.333,84.627,15.373,31.05,1.000,bicubic,-38.913,-14.933,+11
vit_base_patch8_224.augreg_in21k_ft_in1k,224,58.467,41.533,82.680,17.320,86.58,0.900,bicubic,-39.123,-16.900,+5
volo_d2_384.sail_in1k,384,58.427,41.573,84.280,15.720,58.87,1.000,bicubic,-38.893,-15.310,+59
caformer_s18.sail_in22k_ft_in1k_384,384,58.413,41.587,85.440,14.560,26.34,1.000,bicubic,-39.027,-14.020,+33
tf_efficientnetv2_xl.in21k_ft_in1k,384,58.187,41.813,80.853,19.147,208.12,1.000,bicubic,-39.203,-18.527,+43
nextvit_small.bd_ssld_6m_in1k_384,384,58.067,41.933,85.360,14.640,31.76,1.000,bicubic,-39.703,-14.350,-28
vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,58.027,41.973,83.200,16.800,64.11,0.950,bicubic,-39.603,-16.420,-9
hiera_large_224.mae_in1k_ft_in1k,224,58.000,42.000,81.680,18.320,213.74,0.900,bicubic,-39.440,-17.950,+30
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,57.907,42.093,80.653,19.347,468.53,0.875,bilinear,-39.473,-18.917,+40
tiny_vit_21m_512.dist_in22k_ft_in1k,512,57.787,42.213,83.147,16.853,21.27,1.000,bicubic,-40.113,-16.543,-58
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,57.773,42.227,81.867,18.133,86.86,1.000,bicubic,-40.237,-17.793,-74
efficientvit_l2.r384_in1k,384,57.747,42.253,83.747,16.253,63.71,1.000,bicubic,-39.653,-15.763,+34
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.680,42.320,82.867,17.133,93.59,0.875,bicubic,-39.970,-16.753,-20
cait_m36_384.fb_dist_in1k,384,57.667,42.333,84.680,15.320,271.22,1.000,bicubic,-39.733,-14.740,+29
hgnetv2_b6.ssld_stage2_ft_in1k,288,57.547,42.453,84.173,15.827,75.26,1.000,bicubic,-40.253,-15.477,-45
tiny_vit_21m_384.dist_in22k_ft_in1k,384,57.480,42.520,83.107,16.893,21.23,1.000,bicubic,-40.130,-16.483,-12
tf_efficientnetv2_l.in21k_ft_in1k,384,57.387,42.613,82.293,17.707,118.52,1.000,bicubic,-40.073,-17.347,+13
dm_nfnet_f5.dm_in1k,544,57.320,42.680,82.040,17.960,377.21,0.954,bicubic,-40.460,-17.600,-41
convnext_base.clip_laiona_augreg_ft_in1k_384,384,57.173,42.827,84.720,15.280,88.59,1.000,bicubic,-40.437,-14.830,-14
deit3_base_patch16_224.fb_in22k_ft_in1k,224,57.147,42.853,83.507,16.493,86.59,1.000,bicubic,-40.343,-16.093,+5
deit3_small_patch16_384.fb_in22k_ft_in1k,384,57.133,42.867,83.013,16.987,22.21,1.000,bicubic,-39.997,-16.427,+85
caformer_s36.sail_in1k_384,384,57.107,42.893,82.600,17.400,39.30,1.000,bicubic,-40.293,-16.900,+20
hgnetv2_b6.ssld_stage1_in22k_in1k,288,57.093,42.907,84.240,15.760,75.26,1.000,bicubic,-40.717,-15.370,-55
convnextv2_large.fcmae_ft_in1k,288,57.080,42.920,83.587,16.413,197.96,1.000,bicubic,-40.580,-16.053,-32
volo_d5_224.sail_in1k,224,56.827,43.173,82.760,17.240,295.46,0.960,bicubic,-40.553,-16.920,+26
dm_nfnet_f6.dm_in1k,576,56.747,43.253,81.520,18.480,438.36,0.956,bicubic,-41.033,-18.070,-51
rdnet_large.nv_in1k_ft_in1k_384,384,56.720,43.280,82.987,17.013,186.27,1.000,bicubic,-40.950,-16.563,-37
maxvit_small_tf_384.in1k,384,56.720,43.280,82.280,17.720,69.02,1.000,bicubic,-40.680,-17.190,+16
regnety_160.lion_in12k_ft_in1k,288,56.693,43.307,83.907,16.093,83.59,1.000,bicubic,-40.757,-15.693,+4
xcit_medium_24_p8_384.fb_dist_in1k,384,56.693,43.307,83.600,16.400,84.32,1.000,bicubic,-40.607,-15.910,+37
convformer_m36.sail_in22k_ft_in1k,224,56.253,43.747,82.227,17.773,57.05,1.000,bicubic,-41.337,-17.293,-23
dm_nfnet_f4.dm_in1k,512,56.240,43.760,81.307,18.693,316.07,0.951,bicubic,-41.390,-18.233,-33
regnety_160.sw_in12k_ft_in1k,288,56.187,43.813,82.800,17.200,83.59,1.000,bicubic,-41.313,-16.840,-9
efficientvit_l3.r256_in1k,256,56.147,43.853,81.360,18.640,246.04,1.000,bicubic,-40.883,-17.870,+99
caformer_s36.sail_in22k_ft_in1k,224,55.547,44.453,81.880,18.120,39.30,1.000,bicubic,-42.063,-17.720,-33
convformer_b36.sail_in1k_384,384,55.467,44.533,81.253,18.747,99.88,1.000,bicubic,-42.073,-18.257,-21
vit_large_patch16_224.augreg_in21k_ft_in1k,224,55.293,44.707,79.680,20.320,304.33,0.900,bicubic,-42.347,-19.910,-41
convnext_base.fb_in22k_ft_in1k,224,54.787,45.213,82.573,17.427,88.59,0.875,bicubic,-42.713,-17.027,-15
convnextv2_large.fcmae_ft_in1k,224,54.680,45.320,81.160,18.840,197.96,0.875,bicubic,-42.670,-18.370,+15
vit_base_patch16_clip_384.openai_ft_in1k,384,54.453,45.547,82.320,17.680,86.86,1.000,bicubic,-43.097,-17.230,-27
xcit_small_24_p8_384.fb_dist_in1k,384,54.387,45.613,81.707,18.293,47.63,1.000,bicubic,-42.893,-17.853,+26
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.347,45.653,80.813,19.187,98.95,1.000,bicubic,-42.833,-18.617,+54
cait_s36_384.fb_dist_in1k,384,54.213,45.787,81.253,18.747,68.37,1.000,bicubic,-43.137,-18.297,+12
deit3_huge_patch14_224.fb_in1k,224,54.147,45.853,81.827,18.173,632.13,0.900,bicubic,-42.743,-17.613,+122
volo_d1_384.sail_in1k,384,53.907,46.093,80.880,19.120,26.78,1.000,bicubic,-43.023,-18.500,+112
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,53.840,46.160,81.520,18.480,39.03,0.950,bicubic,-43.610,-18.080,-15
beitv2_base_patch16_224.in1k_ft_in1k,224,53.640,46.360,81.827,18.173,86.53,0.900,bicubic,-43.530,-17.693,+53
convformer_m36.sail_in1k_384,384,53.613,46.387,80.867,19.133,57.05,1.000,bicubic,-43.787,-18.673,-3
dm_nfnet_f3.dm_in1k,416,53.560,46.440,79.293,20.707,254.92,0.940,bicubic,-43.920,-20.347,-21
vit_base_patch16_clip_384.laion2b_ft_in1k,384,53.373,46.627,80.413,19.587,86.86,1.000,bicubic,-44.377,-19.207,-68
deit3_base_patch16_384.fb_in1k,384,53.293,46.707,80.507,19.493,86.88,1.000,bicubic,-43.717,-19.003,+87
convnext_small.fb_in22k_ft_in1k_384,384,53.160,46.840,81.467,18.533,50.22,1.000,bicubic,-44.460,-18.123,-52
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,53.013,46.987,76.893,23.107,194.03,0.875,bilinear,-43.907,-22.697,+107
convnext_small.in12k_ft_in1k,288,52.987,47.013,81.307,18.693,50.22,1.000,bicubic,-44.353,-18.273,+4
volo_d4_224.sail_in1k,224,52.867,47.133,80.547,19.453,192.96,0.960,bicubic,-44.433,-18.983,+10
xcit_large_24_p16_384.fb_dist_in1k,384,52.827,47.173,81.733,18.267,189.10,1.000,bicubic,-44.713,-17.787,-39
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,52.800,47.200,81.133,18.867,236.34,1.000,bilinear,-44.220,-18.457,+77
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,52.507,47.493,82.760,17.240,88.59,1.000,bicubic,-45.093,-16.960,-52
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,52.467,47.533,79.827,20.173,387.93,1.000,bilinear,-44.543,-19.483,+78
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,52.320,47.680,80.000,20.000,88.34,1.000,bicubic,-45.010,-19.480,0
maxvit_tiny_tf_384.in1k,384,52.040,47.960,79.893,20.107,30.98,1.000,bicubic,-45.270,-19.567,+2
vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,52.000,48.000,80.467,19.533,60.40,0.950,bicubic,-45.230,-19.063,+21
dm_nfnet_f5.dm_in1k,416,51.987,48.013,77.493,22.507,377.21,0.954,bicubic,-45.483,-22.027,-34
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,51.813,48.187,80.413,19.587,87.77,0.900,bicubic,-45.467,-19.017,+6
regnety_120.sw_in12k_ft_in1k,288,51.800,48.200,80.653,19.347,51.82,1.000,bicubic,-45.470,-18.867,+10
efficientvit_l3.r224_in1k,224,51.720,48.280,79.080,20.920,246.04,1.000,bicubic,-45.290,-20.160,+74
convnext_small.fb_in22k_ft_in1k,288,51.547,48.453,81.333,18.667,50.22,1.000,bicubic,-45.803,-18.197,-11
dm_nfnet_f6.dm_in1k,448,51.533,48.467,76.533,23.467,438.36,0.956,bicubic,-46.177,-23.107,-82
hgnetv2_b6.ssld_stage1_in22k_in1k,224,51.387,48.613,79.920,20.080,75.26,0.965,bicubic,-46.223,-19.690,-66
efficientvit_l2.r288_in1k,288,51.347,48.653,79.973,20.027,63.71,1.000,bicubic,-45.713,-19.417,+58
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,51.280,48.720,78.200,21.800,88.79,0.875,bilinear,-45.940,-21.380,+15
eva02_small_patch14_336.mim_in22k_ft_in1k,336,51.093,48.907,78.987,21.013,22.13,1.000,bicubic,-46.057,-20.463,+32
tf_efficientnet_b4.ns_jft_in1k,380,51.013,48.987,79.053,20.947,19.34,0.922,bicubic,-45.957,-20.357,+76
efficientnet_b5.sw_in12k_ft_in1k,448,50.987,49.013,78.667,21.333,30.39,1.000,bicubic,-46.403,-20.883,-27
hgnetv2_b6.ssld_stage2_ft_in1k,224,50.920,49.080,79.280,20.720,75.26,0.965,bicubic,-46.530,-20.360,-42
tf_efficientnetv2_m.in21k_ft_in1k,384,50.907,49.093,78.467,21.533,54.14,1.000,bicubic,-46.303,-21.033,+16
flexivit_large.1200ep_in1k,240,50.840,49.160,80.547,19.453,304.36,0.950,bicubic,-46.580,-19.053,-37
beit_base_patch16_224.in22k_ft_in22k_in1k,224,50.747,49.253,79.893,20.107,86.53,0.900,bicubic,-46.313,-19.477,+48
mvitv2_large.fb_in1k,224,50.640,49.360,78.067,21.933,217.99,0.900,bicubic,-46.300,-21.323,+74
xcit_small_12_p8_384.fb_dist_in1k,384,50.627,49.373,79.800,20.200,26.21,1.000,bicubic,-46.603,-19.790,+5
dm_nfnet_f4.dm_in1k,384,50.307,49.693,76.053,23.947,316.07,0.951,bicubic,-47.043,-23.427,-24
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,50.253,49.747,77.440,22.560,86.57,0.950,bicubic,-47.287,-22.040,-66
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,50.240,49.760,78.200,21.800,86.57,0.950,bicubic,-47.210,-21.400,-48
convformer_s18.sail_in22k_ft_in1k_384,384,50.160,49.840,81.053,18.947,26.77,1.000,bicubic,-47.120,-18.467,-15
convnext_tiny.in12k_ft_in1k_384,384,50.120,49.880,79.733,20.267,28.59,1.000,bicubic,-47.210,-19.747,-26
tf_efficientnetv2_l.in1k,480,50.120,49.880,77.520,22.480,118.52,1.000,bicubic,-47.390,-22.030,-65
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,50.093,49.907,77.640,22.360,236.34,1.000,bicubic,-46.737,-21.890,+91
convformer_s36.sail_in1k_384,384,50.080,49.920,78.920,21.080,40.01,1.000,bicubic,-47.200,-20.670,-17
vit_base_patch16_384.orig_in21k_ft_in1k,384,50.080,49.920,77.587,22.413,86.86,1.000,bicubic,-46.630,-21.863,+119
volo_d3_224.sail_in1k,224,50.000,50.000,78.320,21.680,86.33,0.960,bicubic,-47.110,-21.080,+24
flexivit_large.600ep_in1k,240,49.973,50.027,79.960,20.040,304.36,0.950,bicubic,-47.307,-19.640,-23
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,49.853,50.147,78.560,21.440,32.59,1.000,bicubic,-47.317,-21.020,+6
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,49.733,50.267,78.733,21.267,86.57,0.900,bicubic,-47.427,-20.937,+10
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,49.680,50.320,78.493,21.507,60.40,0.950,bicubic,-47.650,-21.107,-33
nextvit_large.bd_ssld_6m_in1k,224,49.547,50.453,80.813,19.187,57.87,0.950,bicubic,-47.833,-18.857,-45
inception_next_base.sail_in1k_384,384,49.493,50.507,78.560,21.440,86.67,1.000,bicubic,-47.777,-21.100,-20
regnety_160.lion_in12k_ft_in1k,224,49.453,50.547,78.467,21.533,83.59,0.950,bicubic,-47.797,-21.073,-19
cait_s24_384.fb_dist_in1k,384,49.427,50.573,78.653,21.347,47.06,1.000,bicubic,-47.643,-20.767,+27
nextvit_large.bd_in1k_384,384,49.320,50.680,78.413,21.587,57.87,1.000,bicubic,-47.690,-20.947,+37
xcit_medium_24_p16_384.fb_dist_in1k,384,49.253,50.747,79.747,20.253,84.40,1.000,bicubic,-48.057,-19.753,-36
hiera_base_plus_224.mae_in1k_ft_in1k,224,49.173,50.827,76.507,23.493,69.90,0.900,bicubic,-47.767,-22.893,+54
regnety_160.sw_in12k_ft_in1k,224,49.107,50.893,77.813,22.187,83.59,0.950,bicubic,-48.113,-21.777,-15
deit_base_distilled_patch16_384.fb_in1k,384,49.027,50.973,78.960,21.040,87.63,1.000,bicubic,-47.973,-20.570,+40
caformer_s18.sail_in1k_384,384,48.907,51.093,78.720,21.280,26.34,1.000,bicubic,-48.163,-20.700,+20
coat_lite_medium_384.in1k,384,48.840,51.160,78.520,21.480,44.57,1.000,bicubic,-48.310,-20.950,0
convnext_base.clip_laion2b_augreg_ft_in1k,256,48.693,51.307,79.933,20.067,88.59,1.000,bicubic,-48.577,-19.727,-32
caformer_b36.sail_in1k,224,48.627,51.373,75.707,24.293,98.75,1.000,bicubic,-48.373,-23.813,+37
convnextv2_base.fcmae_ft_in1k,288,48.613,51.387,78.880,21.120,88.72,1.000,bicubic,-48.627,-20.660,-28
efficientvit_l2.r256_in1k,256,48.587,51.413,77.907,22.093,63.71,1.000,bicubic,-48.263,-21.393,+64
deit3_large_patch16_224.fb_in1k,224,48.573,51.427,78.027,21.973,304.37,0.900,bicubic,-48.407,-21.243,+37
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,48.493,51.507,77.400,22.600,88.30,1.000,bicubic,-48.877,-22.120,-58
flexivit_large.300ep_in1k,240,48.453,51.547,78.627,21.373,304.36,0.950,bicubic,-48.797,-20.863,-33
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,48.200,51.800,77.080,22.920,38.85,1.000,bicubic,-48.790,-22.350,+32
tf_efficientnetv2_s.in21k_ft_in1k,384,48.067,51.933,77.653,22.347,21.46,1.000,bicubic,-48.683,-21.637,+79
tf_efficientnet_b8.ra_in1k,672,48.013,51.987,76.467,23.533,87.41,0.954,bicubic,-49.197,-23.073,-24
xcit_large_24_p8_224.fb_dist_in1k,224,47.907,52.093,79.147,20.853,188.93,1.000,bicubic,-49.143,-20.273,+12
convnext_small.in12k_ft_in1k,224,47.907,52.093,77.253,22.747,50.22,0.950,bicubic,-49.303,-22.247,-28
regnety_2560.seer_ft_in1k,384,47.787,52.213,76.333,23.667,"1,282.60",1.000,bicubic,-49.453,-23.217,-36
hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,47.667,52.333,76.840,23.160,34.36,0.950,bicubic,-49.513,-22.720,-22
resnest269e.in1k,416,47.640,52.360,74.080,25.920,110.93,0.928,bicubic,-48.880,-25.250,+144
convnext_tiny.in12k_ft_in1k,288,47.533,52.467,78.973,21.027,28.59,1.000,bicubic,-49.567,-20.547,-5
vit_base_patch16_clip_224.openai_ft_in1k,224,47.453,52.547,78.147,21.853,86.57,0.900,bicubic,-49.637,-21.313,-4
regnetz_e8.ra3_in1k,320,47.347,52.653,75.760,24.240,57.70,1.000,bicubic,-49.863,-23.840,-33
convformer_s36.sail_in22k_ft_in1k,224,47.307,52.693,77.307,22.693,40.01,1.000,bicubic,-49.773,-22.243,-2
nextvit_base.bd_ssld_6m_in1k,224,47.280,52.720,78.560,21.440,44.82,0.950,bicubic,-49.990,-21.000,-52
xcit_large_24_p8_224.fb_in1k,224,46.867,53.133,74.400,25.600,188.93,1.000,bicubic,-49.533,-24.750,+170
xcit_small_24_p16_384.fb_dist_in1k,384,46.773,53.227,76.987,23.013,47.67,1.000,bicubic,-50.357,-22.513,-20
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,46.720,53.280,77.387,22.613,32.59,1.000,bicubic,-50.460,-22.173,-33
convnext_large.fb_in1k,288,46.667,53.333,76.733,23.267,197.77,1.000,bicubic,-50.423,-22.717,-9
tf_efficientnet_b8.ap_in1k,672,46.493,53.507,76.187,23.813,87.41,0.954,bicubic,-50.627,-23.423,-22
hgnet_base.ssld_in1k,288,46.480,53.520,76.213,23.787,71.58,1.000,bicubic,-50.950,-23.407,-92
nextvit_base.bd_in1k_384,384,46.400,53.600,76.800,23.200,44.82,1.000,bicubic,-50.510,-22.600,+30
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,46.347,53.653,76.640,23.360,217.32,1.000,bilinear,-50.383,-22.700,+66
efficientnetv2_rw_m.agc_in1k,416,46.333,53.667,75.733,24.267,53.24,1.000,bicubic,-50.667,-23.617,+7
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,46.133,53.867,77.000,23.000,38.88,0.950,bicubic,-51.037,-22.390,-34
dm_nfnet_f2.dm_in1k,352,46.120,53.880,74.613,25.387,193.78,0.920,bicubic,-50.990,-24.847,-24
hgnetv2_b5.ssld_stage2_ft_in1k,288,45.947,54.053,77.773,22.227,39.57,1.000,bicubic,-51.423,-21.897,-85
volo_d2_224.sail_in1k,224,45.893,54.107,75.147,24.853,58.68,0.960,bicubic,-51.097,-24.243,+8
swinv2_base_window16_256.ms_in1k,256,45.893,54.107,75.107,24.893,87.92,0.900,bicubic,-50.877,-24.233,+51
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,45.867,54.133,72.093,27.907,194.03,0.875,bilinear,-50.733,-27.407,+100
caformer_m36.sail_in1k,224,45.773,54.227,74.533,25.467,56.20,1.000,bicubic,-51.117,-24.937,+27
ecaresnet269d.ra2_in1k,352,45.747,54.253,74.947,25.053,102.09,1.000,bicubic,-51.343,-24.533,-23
convnextv2_base.fcmae_ft_in1k,224,45.733,54.267,75.960,24.040,88.72,0.875,bicubic,-51.167,-23.460,+22
dm_nfnet_f3.dm_in1k,320,45.440,54.560,72.360,27.640,254.92,0.940,bicubic,-51.750,-27.180,-50
swin_base_patch4_window12_384.ms_in1k,384,45.413,54.587,74.613,25.387,87.90,1.000,bicubic,-51.167,-24.707,+104
vit_small_patch16_384.augreg_in21k_ft_in1k,384,45.360,54.640,76.160,23.840,22.20,1.000,bicubic,-51.340,-23.080,+66
tf_efficientnet_b7.ap_in1k,600,45.267,54.733,74.027,25.973,66.35,0.949,bicubic,-51.943,-25.443,-58
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,45.240,54.760,70.853,29.147,88.79,0.875,bilinear,-51.060,-28.377,+186
xcit_medium_24_p8_224.fb_dist_in1k,224,45.227,54.773,76.760,23.240,84.32,1.000,bicubic,-51.703,-22.490,+9
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,45.227,54.773,75.467,24.533,36.47,1.000,bicubic,-51.453,-23.903,+70
convnext_small.fb_in22k_ft_in1k,224,45.147,54.853,77.493,22.507,50.22,0.875,bicubic,-51.823,-22.087,-1
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,45.133,54.867,73.960,26.040,41.72,0.950,bicubic,-51.537,-25.370,+75
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,45.120,54.880,76.587,23.413,28.64,1.000,bicubic,-52.120,-22.923,-72
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,44.880,55.120,74.573,25.427,32.59,0.950,bicubic,-52.130,-24.927,-15
eca_nfnet_l2.ra3_in1k,384,44.760,55.240,75.680,24.320,56.72,1.000,bicubic,-52.320,-23.930,-32
hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,44.720,55.280,74.467,25.533,34.36,0.950,bicubic,-51.980,-24.883,+59
maxxvit_rmlp_small_rw_256.sw_in1k,256,44.493,55.507,75.133,24.867,66.01,0.950,bicubic,-52.297,-24.197,+29
regnety_120.sw_in12k_ft_in1k,224,44.467,55.533,74.653,25.347,51.82,0.950,bicubic,-52.703,-24.807,-59
ecaresnet269d.ra2_in1k,320,44.347,55.653,73.947,26.053,102.09,0.950,bicubic,-52.763,-25.553,-44
tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.307,55.693,74.947,25.053,21.20,0.950,bicubic,-52.893,-24.543,-67
tf_efficientnetv2_l.in1k,384,44.067,55.933,72.027,27.973,118.52,1.000,bicubic,-53.203,-27.473,-84
rexnetr_300.sw_in12k_ft_in1k,288,44.053,55.947,76.693,23.307,34.81,1.000,bicubic,-52.797,-22.827,+10
resnest200e.in1k,320,43.987,56.013,73.400,26.600,70.20,0.909,bicubic,-52.623,-25.900,+73
crossvit_18_dagger_408.in1k,408,43.840,56.160,73.613,26.387,44.61,1.000,bicubic,-52.690,-25.647,+98
cait_xs24_384.fb_dist_in1k,384,43.640,56.360,74.840,25.160,26.67,1.000,bicubic,-52.930,-24.400,+87
seresnextaa101d_32x8d.ah_in1k,288,43.613,56.387,73.093,26.907,93.59,1.000,bicubic,-53.327,-26.247,-12
resnetrs200.tf_in1k,320,43.493,56.507,72.533,27.467,93.21,1.000,bicubic,-53.227,-26.827,+40
swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,43.453,56.547,76.267,23.733,49.61,0.900,bicubic,-53.097,-23.013,+89
caformer_s18.sail_in22k_ft_in1k,224,43.333,56.667,74.920,25.080,26.34,1.000,bicubic,-53.377,-24.560,+39
hiera_base_224.mae_in1k_ft_in1k,224,43.333,56.667,73.160,26.840,51.52,0.900,bicubic,-53.257,-26.000,+77
hgnetv2_b5.ssld_stage1_in22k_in1k,288,43.293,56.707,75.267,24.733,39.57,1.000,bicubic,-53.977,-24.273,-100
mvitv2_base.fb_in1k,224,43.293,56.707,73.920,26.080,51.47,0.900,bicubic,-53.477,-25.330,+20
xcit_small_12_p16_384.fb_dist_in1k,384,43.227,56.773,74.000,26.000,26.25,1.000,bicubic,-53.723,-25.400,-21
tresnet_xl.miil_in1k_448,448,43.213,56.787,72.147,27.853,78.44,0.875,bilinear,-52.757,-26.973,+268
vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.120,56.880,72.573,27.427,86.57,0.900,bicubic,-53.760,-26.817,-6
regnetz_e8.ra3_in1k,256,43.093,56.907,72.200,27.800,57.70,0.940,bicubic,-53.597,-27.170,+40
xcit_medium_24_p8_224.fb_in1k,224,43.093,56.907,70.080,29.920,84.32,1.000,bicubic,-53.027,-28.810,+217
rdnet_large.nv_in1k,224,42.787,57.213,73.613,26.387,186.27,0.900,bicubic,-54.123,-25.847,-15
edgenext_base.in21k_ft_in1k,320,42.773,57.227,75.427,24.573,18.51,1.000,bicubic,-53.967,-23.993,+19
hrnet_w48_ssld.paddle_in1k,288,42.693,57.307,72.067,27.933,77.47,1.000,bilinear,-54.347,-27.303,-50
efficientvit_l2.r224_in1k,224,42.653,57.347,74.320,25.680,63.71,1.000,bicubic,-54.187,-24.930,-6
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,42.573,57.427,72.640,27.360,88.30,0.950,bicubic,-54.527,-26.880,-65
coatnet_rmlp_2_rw_224.sw_in1k,224,42.547,57.453,71.040,28.960,73.88,0.950,bicubic,-53.983,-28.040,+80
nextvit_small.bd_ssld_6m_in1k,224,42.533,57.467,75.467,24.533,31.76,0.950,bicubic,-54.427,-24.013,-33
gcvit_base.in1k,224,42.520,57.480,73.440,26.560,90.32,0.875,bicubic,-54.040,-25.790,+70
resnetrs420.tf_in1k,416,42.427,57.573,70.160,29.840,191.89,1.000,bicubic,-54.483,-29.070,-25
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,42.413,57.587,74.240,25.760,38.86,0.950,bicubic,-54.257,-24.920,+37
tf_efficientnetv2_m.in1k,480,42.400,57.600,72.213,27.787,54.14,1.000,bicubic,-54.830,-27.257,-104
maxvit_large_tf_224.in1k,224,42.360,57.640,69.213,30.787,211.79,0.950,bicubic,-54.660,-30.027,-54
dm_nfnet_f1.dm_in1k,320,42.293,57.707,71.293,28.707,132.63,0.910,bicubic,-54.767,-28.317,-63
xcit_tiny_24_p8_384.fb_dist_in1k,384,42.267,57.733,72.773,27.227,12.11,1.000,bicubic,-54.313,-26.467,+56
swinv2_small_window16_256.ms_in1k,256,42.267,57.733,72.747,27.253,49.73,0.900,bicubic,-54.203,-26.653,+84
tf_efficientnet_b7.ra_in1k,600,42.253,57.747,72.547,27.453,66.35,0.949,bicubic,-54.747,-26.943,-51
maxvit_rmlp_small_rw_224.sw_in1k,224,42.200,57.800,72.373,27.627,64.90,0.900,bicubic,-54.360,-26.757,+62
convformer_s18.sail_in1k_384,384,42.187,57.813,74.013,25.987,26.77,1.000,bicubic,-54.853,-25.627,-64
maxvit_base_tf_224.in1k,224,42.027,57.973,70.053,29.947,119.47,0.950,bicubic,-54.953,-29.277,-48
convnext_tiny.fb_in22k_ft_in1k_384,384,42.013,57.987,73.533,26.467,28.59,1.000,bicubic,-55.097,-25.977,-84
vit_base_patch16_clip_224.laion2b_ft_in1k,224,41.960,58.040,73.987,26.013,86.57,1.000,bicubic,-55.160,-25.673,-87
convnext_base.fb_in1k,288,41.907,58.093,73.840,26.160,88.59,1.000,bicubic,-54.913,-25.580,-19
eca_nfnet_l2.ra3_in1k,320,41.907,58.093,72.933,27.067,56.72,0.900,bicubic,-54.683,-26.477,+45
crossvit_15_dagger_408.in1k,408,41.787,58.213,71.947,28.053,28.50,1.000,bicubic,-54.633,-27.303,+90
nextvit_small.bd_in1k_384,384,41.747,58.253,72.747,27.253,31.76,1.000,bicubic,-55.073,-26.623,-20
convnextv2_tiny.fcmae_ft_in22k_in1k,288,41.733,58.267,75.133,24.867,28.64,1.000,bicubic,-55.107,-24.317,-29
xcit_small_24_p8_224.fb_in1k,224,41.653,58.347,70.867,29.133,47.63,1.000,bicubic,-54.777,-28.303,+84
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,41.613,58.387,70.280,29.720,328.99,0.900,bicubic,-55.177,-29.090,-18
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,41.600,58.400,71.853,28.147,44.18,0.875,bilinear,-54.840,-27.277,+76
xcit_small_24_p8_224.fb_dist_in1k,224,41.533,58.467,73.667,26.333,47.63,1.000,bicubic,-55.357,-25.813,-40
resnetaa101d.sw_in12k_ft_in1k,288,41.533,58.467,72.507,27.493,44.57,1.000,bicubic,-55.137,-26.993,+17
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,41.427,58.573,71.627,28.373,63.95,0.950,bicubic,-55.193,-27.653,+26
convnext_large.fb_in1k,224,41.213,58.787,73.280,26.720,197.77,0.875,bicubic,-55.537,-26.090,-15
swinv2_base_window8_256.ms_in1k,256,41.160,58.840,72.560,27.440,87.92,0.900,bicubic,-55.390,-26.850,+47
deit3_small_patch16_224.fb_in22k_ft_in1k,224,41.080,58.920,72.000,28.000,22.06,1.000,bicubic,-55.590,-27.360,+13
caformer_s36.sail_in1k,224,41.080,58.920,70.920,29.080,39.30,1.000,bicubic,-55.650,-28.620,-12
seresnext101d_32x8d.ah_in1k,288,40.933,59.067,70.720,29.280,93.59,1.000,bicubic,-55.797,-28.580,-13
davit_base.msft_in1k,224,40.787,59.213,72.587,27.413,87.95,0.950,bicubic,-56.143,-26.933,-56
maxvit_rmlp_tiny_rw_256.sw_in1k,256,40.733,59.267,70.880,29.120,29.15,0.950,bicubic,-55.687,-28.280,+73
hgnet_base.ssld_in1k,224,40.693,59.307,70.667,29.333,71.58,0.965,bicubic,-56.387,-28.843,-96
regnety_1280.seer_ft_in1k,384,40.667,59.333,70.587,29.413,644.81,1.000,bicubic,-56.213,-28.943,-48
flexivit_base.1200ep_in1k,240,40.587,59.413,72.187,27.813,86.59,0.950,bicubic,-56.173,-27.173,-27
tf_efficientnet_b6.ap_in1k,528,40.373,59.627,71.387,28.613,43.04,0.942,bicubic,-56.747,-28.073,-110
resmlp_big_24_224.fb_in22k_ft_in1k,224,40.333,59.667,74.560,25.440,129.14,0.875,bicubic,-56.267,-24.980,+20
convformer_b36.sail_in1k,224,40.280,59.720,69.107,30.893,99.88,1.000,bicubic,-56.630,-30.293,-58
deit3_small_patch16_384.fb_in1k,384,40.227,59.773,70.000,30.000,22.21,1.000,bicubic,-55.993,-29.210,+134
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.133,59.867,72.453,27.547,32.59,0.950,bicubic,-56.737,-26.907,-53
tresnet_l.miil_in1k_448,448,40.133,59.867,69.720,30.280,55.99,0.875,bilinear,-55.757,-29.400,+233
hgnetv2_b5.ssld_stage2_ft_in1k,224,39.907,60.093,72.320,27.680,39.57,0.965,bicubic,-57.213,-27.280,-117
deit_base_patch16_384.fb_in1k,384,39.880,60.120,70.373,29.627,86.86,1.000,bicubic,-56.290,-28.827,+151
flexivit_base.600ep_in1k,240,39.800,60.200,71.680,28.320,86.59,0.950,bicubic,-56.850,-27.650,0
convnextv2_tiny.fcmae_ft_in22k_in1k,224,39.720,60.280,72.587,27.413,28.64,0.875,bicubic,-56.750,-26.623,+43
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,39.707,60.293,72.480,27.520,37.76,1.000,bicubic,-56.893,-26.900,+13
regnetz_040_h.ra3_in1k,320,39.707,60.293,70.960,29.040,28.94,1.000,bicubic,-57.013,-28.540,-26
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,39.693,60.307,71.133,28.867,22.52,0.950,bicubic,-56.647,-28.127,+90
swin_s3_base_224.ms_in1k,224,39.627,60.373,70.613,29.387,71.13,0.900,bicubic,-56.643,-28.727,+107
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.613,60.387,70.467,29.533,86.43,0.950,bicubic,-56.827,-29.013,+50
mobilenetv4_hybrid_large.e600_r384_in1k,448,39.600,60.400,72.880,27.120,37.76,1.000,bicubic,-57.100,-26.600,-22
regnetz_d8.ra3_in1k,320,39.480,60.520,71.227,28.773,23.37,1.000,bicubic,-57.150,-28.193,-5
resnetrs350.tf_in1k,384,39.400,60.600,68.293,31.707,163.96,1.000,bicubic,-57.370,-31.037,-48
flexivit_base.300ep_in1k,240,39.320,60.680,70.733,29.267,86.59,0.950,bicubic,-57.290,-28.607,+1
gcvit_small.in1k,224,39.253,60.747,70.520,29.480,51.09,0.875,bicubic,-57.017,-28.640,+102
seresnext101_32x8d.ah_in1k,288,39.040,60.960,68.987,31.013,93.57,1.000,bicubic,-57.740,-30.363,-52
deit3_base_patch16_224.fb_in1k,224,38.920,61.080,70.747,29.253,86.59,0.900,bicubic,-57.370,-28.443,+95
mobilenetv4_conv_aa_large.e600_r384_in1k,480,38.893,61.107,70.707,29.293,32.59,1.000,bicubic,-57.567,-28.593,+36
regnetz_d8_evos.ch_in1k,320,38.840,61.160,71.333,28.667,23.46,1.000,bicubic,-57.730,-28.127,+8
vit_large_patch32_384.orig_in21k_ft_in1k,384,38.840,61.160,68.627,31.373,306.63,1.000,bicubic,-57.000,-30.533,+227
volo_d1_224.sail_in1k,224,38.693,61.307,70.120,29.880,26.63,0.960,bicubic,-57.627,-29.120,+84
mvitv2_small.fb_in1k,224,38.560,61.440,69.960,30.040,34.87,0.900,bicubic,-57.790,-29.430,+71
coat_lite_medium.in1k,224,38.440,61.560,71.093,28.907,44.57,0.900,bicubic,-58.030,-28.267,+29
efficientnetv2_rw_m.agc_in1k,320,38.427,61.573,70.133,29.867,53.24,1.000,bicubic,-58.163,-29.177,-5
regnetz_040.ra3_in1k,320,38.427,61.573,70.067,29.933,27.12,1.000,bicubic,-58.283,-29.443,-38
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,38.253,61.747,70.227,29.773,44.54,1.000,bilinear,-57.847,-29.043,+146
xcit_small_12_p8_224.fb_dist_in1k,224,38.147,61.853,71.333,28.667,26.21,1.000,bicubic,-58.603,-28.087,-57
davit_small.msft_in1k,224,38.107,61.893,70.613,29.387,49.75,0.950,bicubic,-58.533,-28.747,-23
convnext_tiny.in12k_ft_in1k,224,38.080,61.920,71.840,28.160,28.59,0.950,bicubic,-58.660,-27.620,-56
rdnet_base.nv_in1k,224,38.013,61.987,70.000,30.000,87.45,0.900,bicubic,-58.677,-29.240,-36
convformer_m36.sail_in1k,224,37.920,62.080,66.933,33.067,57.05,1.000,bicubic,-58.770,-32.417,-36
resnet200d.ra2_in1k,320,37.893,62.107,68.333,31.667,64.69,1.000,bicubic,-58.837,-31.037,-54
tf_efficientnet_b7.aa_in1k,600,37.760,62.240,69.427,30.573,66.35,0.949,bicubic,-58.780,-29.883,+4
focalnet_base_srf.ms_in1k,224,37.747,62.253,69.707,30.293,88.15,0.900,bicubic,-58.843,-29.723,-11
maxvit_small_tf_224.in1k,224,37.693,62.307,68.373,31.627,68.93,0.950,bicubic,-58.997,-30.697,-43
swinv2_small_window8_256.ms_in1k,256,37.667,62.333,69.960,30.040,49.73,0.900,bicubic,-58.653,-29.340,+72
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,37.627,62.373,68.867,31.133,60.23,0.950,bicubic,-58.733,-30.513,+48
tf_efficientnetv2_s.in21k_ft_in1k,300,37.613,62.387,69.667,30.333,21.46,1.000,bicubic,-58.707,-29.663,+69
fastvit_ma36.apple_dist_in1k,256,37.533,62.467,70.973,29.027,44.07,0.950,bicubic,-59.267,-28.357,-79
focalnet_base_lrf.ms_in1k,224,37.533,62.467,68.600,31.400,88.75,0.900,bicubic,-58.947,-30.530,+8
hgnetv2_b5.ssld_stage1_in22k_in1k,224,37.480,62.520,69.827,30.173,39.57,0.965,bicubic,-59.550,-29.743,-134
seresnet152d.ra2_in1k,320,37.480,62.520,69.080,30.920,66.84,1.000,bicubic,-59.320,-30.330,-82
efficientvit_b3.r288_in1k,288,37.347,62.653,69.653,30.347,48.65,1.000,bicubic,-59.283,-29.807,-35
twins_svt_large.in1k,224,37.347,62.653,69.227,30.773,99.27,0.900,bicubic,-58.913,-29.943,+75
xcit_large_24_p16_224.fb_dist_in1k,224,37.307,62.693,71.440,28.560,189.10,1.000,bicubic,-59.513,-27.860,-89
xcit_small_12_p8_224.fb_in1k,224,37.307,62.693,68.133,31.867,26.21,1.000,bicubic,-58.803,-31.137,+126
swin_s3_small_224.ms_in1k,224,37.053,62.947,68.147,31.853,49.74,0.900,bicubic,-59.187,-31.193,+81
eca_nfnet_l1.ra2_in1k,320,37.027,62.973,70.573,29.427,41.41,1.000,bicubic,-59.723,-28.727,-76
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,36.947,63.053,68.893,31.107,38.74,0.950,bicubic,-59.473,-30.497,+17
regnetz_d32.ra3_in1k,320,36.813,63.187,70.080,29.920,27.58,0.950,bicubic,-59.787,-29.210,-32
convnext_small.fb_in1k,288,36.787,63.213,70.947,29.053,50.22,1.000,bicubic,-59.773,-28.393,-21
seresnextaa101d_32x8d.ah_in1k,224,36.760,63.240,66.347,33.653,93.59,0.950,bicubic,-59.570,-32.883,+48
pvt_v2_b4.in1k,224,36.747,63.253,68.680,31.320,62.56,0.900,bicubic,-59.633,-30.500,+26
convnext_base.fb_in1k,224,36.693,63.307,69.947,30.053,88.59,0.875,bicubic,-59.737,-29.443,+8
pit_b_distilled_224.in1k,224,36.640,63.360,67.840,32.160,74.79,0.900,bicubic,-59.610,-31.290,+67
regnety_064.ra3_in1k,288,36.640,63.360,67.560,32.440,30.58,1.000,bicubic,-59.720,-31.770,+29
convnext_tiny.fb_in22k_ft_in1k,224,36.600,63.400,69.987,30.013,28.59,0.875,bicubic,-59.640,-29.183,+67
efficientnetv2_rw_s.ra2_in1k,384,36.587,63.413,68.040,31.960,23.94,1.000,bicubic,-59.953,-31.320,-22
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,36.560,63.440,68.040,31.960,60.40,0.950,bicubic,-59.530,-30.830,+121
vit_base_patch32_384.augreg_in21k_ft_in1k,384,36.520,63.480,69.147,30.853,88.30,1.000,bicubic,-59.980,-30.263,-17
regnety_160.deit_in1k,288,36.480,63.520,68.813,31.187,83.59,1.000,bicubic,-59.880,-30.357,+21
fastvit_sa36.apple_dist_in1k,256,36.413,63.587,69.573,30.427,31.53,0.900,bicubic,-59.937,-29.647,+28
hiera_small_224.mae_in1k_ft_in1k,224,36.413,63.587,68.000,32.000,35.01,0.900,bicubic,-59.917,-31.170,+40
resnext101_64x4d.c1_in1k,288,36.347,63.653,65.960,34.040,83.46,1.000,bicubic,-59.783,-33.270,+103
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,36.333,63.667,69.040,30.960,37.76,0.950,bicubic,-60.127,-30.160,-9
hgnet_small.ssld_in1k,288,36.307,63.693,70.800,29.200,24.36,1.000,bicubic,-60.623,-28.760,-134
rexnetr_300.sw_in12k_ft_in1k,224,36.293,63.707,69.880,30.120,34.81,0.950,bicubic,-60.347,-29.490,-61
pvt_v2_b5.in1k,224,36.280,63.720,68.400,31.600,81.96,0.900,bicubic,-60.070,-30.940,+28
cait_xxs36_384.fb_dist_in1k,384,36.093,63.907,67.413,32.587,17.37,1.000,bicubic,-59.777,-31.727,+174
efficientvit_l1.r224_in1k,224,35.960,64.040,68.000,32.000,52.65,1.000,bicubic,-60.370,-31.050,+33
nest_base_jx.goog_in1k,224,35.947,64.053,66.600,33.400,67.72,0.875,bicubic,-60.303,-32.630,+51
swin_base_patch4_window7_224.ms_in1k,224,35.773,64.227,68.213,31.787,87.77,0.900,bicubic,-60.317,-30.937,+109
regnety_640.seer_ft_in1k,384,35.760,64.240,68.000,32.000,281.38,1.000,bicubic,-61.070,-31.660,-118
repvgg_d2se.rvgg_in1k,320,35.720,64.280,66.667,33.333,133.33,1.000,bilinear,-60.960,-32.623,-77
maxvit_tiny_rw_224.sw_in1k,224,35.720,64.280,65.747,34.253,29.06,0.950,bicubic,-60.520,-33.323,+52
coatnet_1_rw_224.sw_in1k,224,35.693,64.307,66.987,33.013,41.72,0.950,bicubic,-60.337,-32.173,+122
tf_efficientnet_b3.ns_jft_in1k,300,35.680,64.320,67.787,32.213,12.23,0.904,bicubic,-60.700,-31.603,+1
mobilenetv4_hybrid_large.e600_r384_in1k,384,35.667,64.333,69.440,30.560,37.76,0.950,bicubic,-60.763,-29.790,-15
edgenext_base.in21k_ft_in1k,256,35.640,64.360,69.440,30.560,18.51,0.950,bicubic,-60.720,-29.780,+2
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,35.640,64.360,67.040,32.960,60.40,0.950,bicubic,-60.590,-32.380,+51
cs3se_edgenet_x.c2ns_in1k,320,35.547,64.453,67.640,32.360,50.72,1.000,bicubic,-60.893,-31.770,-22
resnetrs200.tf_in1k,256,35.440,64.560,64.827,35.173,93.21,1.000,bicubic,-60.760,-34.453,+61
hgnetv2_b4.ssld_stage2_ft_in1k,288,35.400,64.600,69.973,30.027,19.80,1.000,bicubic,-61.430,-29.477,-130
tf_efficientnetv2_m.in1k,384,35.240,64.760,65.453,34.547,54.14,1.000,bicubic,-61.560,-33.997,-124
resnetrs420.tf_in1k,320,35.160,64.840,63.627,36.373,191.89,1.000,bicubic,-61.450,-35.643,-71
sequencer2d_l.in1k,224,35.093,64.907,67.093,32.907,54.30,0.875,bicubic,-61.047,-32.157,+79
regnety_080.ra3_in1k,288,35.080,64.920,66.733,33.267,39.18,1.000,bicubic,-61.440,-32.637,-46
tf_efficientnet_b6.aa_in1k,528,34.987,65.013,67.360,32.640,43.04,0.942,bicubic,-61.693,-32.230,-90
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.947,65.053,69.187,30.813,11.07,1.000,bicubic,-61.373,-30.123,+15
gcvit_tiny.in1k,224,34.920,65.080,66.307,33.693,28.22,0.875,bicubic,-61.270,-32.693,+57
inception_next_base.sail_in1k,224,34.853,65.147,66.227,33.773,86.67,0.950,bicubic,-61.697,-32.863,-56
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,34.573,65.427,67.653,32.347,38.88,0.950,bicubic,-61.777,-31.567,+1
dm_nfnet_f2.dm_in1k,256,34.573,65.427,63.920,36.080,193.78,0.920,bicubic,-62.157,-35.440,-113
fastvit_ma36.apple_in1k,256,34.533,65.467,67.120,32.880,44.07,0.950,bicubic,-61.957,-32.180,-50
resnetrs270.tf_in1k,352,34.520,65.480,65.120,34.880,129.86,1.000,bicubic,-62.180,-34.270,-105
tf_efficientnet_b5.ap_in1k,456,34.387,65.613,67.173,32.827,30.39,0.934,bicubic,-62.323,-32.307,-109
xcit_tiny_12_p8_384.fb_dist_in1k,384,34.347,65.653,66.320,33.680,6.71,1.000,bicubic,-61.703,-32.920,+93
mobilenetv4_conv_large.e600_r384_in1k,448,34.333,65.667,67.747,32.253,32.59,1.000,bicubic,-61.907,-31.373,+27
deit3_medium_patch16_224.fb_in1k,224,34.160,65.840,65.880,34.120,38.85,0.900,bicubic,-61.930,-33.430,+79
coat_small.in1k,224,34.147,65.853,66.013,33.987,21.69,0.900,bicubic,-61.773,-33.147,+127
vit_base_patch16_224_miil.in21k_ft_in1k,224,34.120,65.880,64.547,35.453,86.54,0.875,bilinear,-62.350,-34.613,-51
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,34.040,65.960,67.280,32.720,38.88,0.950,bicubic,-62.350,-32.050,-26
xcit_medium_24_p16_224.fb_dist_in1k,224,34.000,66.000,67.640,32.360,84.40,1.000,bicubic,-62.620,-31.580,-94
seresnext101d_32x8d.ah_in1k,224,34.000,66.000,64.320,35.680,93.59,0.950,bicubic,-62.460,-34.870,-48
resnet152d.ra2_in1k,320,33.813,66.187,65.427,34.573,60.21,1.000,bicubic,-62.567,-33.923,-28
resmlp_big_24_224.fb_distilled_in1k,224,33.787,66.213,69.360,30.640,129.14,0.875,bicubic,-62.673,-29.960,-55
regnetv_064.ra3_in1k,288,33.787,66.213,67.667,32.333,30.58,1.000,bicubic,-62.663,-31.693,-49
tresnet_m.miil_in1k_448,448,33.787,66.213,64.320,35.680,31.39,0.875,bilinear,-61.193,-34.660,+353
coatnet_rmlp_1_rw_224.sw_in1k,224,33.653,66.347,65.280,34.720,41.69,0.950,bicubic,-62.297,-33.880,+112
caformer_s18.sail_in1k,224,33.613,66.387,65.200,34.800,26.34,1.000,bicubic,-62.577,-33.990,+39
pvt_v2_b3.in1k,224,33.587,66.413,67.427,32.573,45.24,0.900,bicubic,-62.413,-31.773,+92
xcit_tiny_24_p16_384.fb_dist_in1k,384,33.573,66.427,65.280,34.720,12.12,1.000,bicubic,-62.417,-34.030,+94
rdnet_small.nv_in1k,224,33.547,66.453,66.867,33.133,50.44,0.900,bicubic,-62.783,-32.333,-12
focalnet_small_srf.ms_in1k,224,33.547,66.453,65.853,34.147,49.89,0.900,bicubic,-62.543,-33.307,+65
convformer_s18.sail_in22k_ft_in1k,224,33.440,66.560,68.240,31.760,26.77,1.000,bicubic,-63.170,-31.110,-102
inception_next_small.sail_in1k,224,33.427,66.573,65.893,34.107,49.37,0.875,bicubic,-62.823,-33.327,+3
regnetz_d8.ra3_in1k,256,33.400,66.600,66.573,33.427,23.37,0.940,bicubic,-63.000,-32.677,-47
tiny_vit_11m_224.dist_in22k_ft_in1k,224,33.320,66.680,65.707,34.293,11.00,0.950,bicubic,-62.970,-33.483,-5
resnetrs350.tf_in1k,288,33.280,66.720,62.053,37.947,163.96,1.000,bicubic,-63.400,-37.317,-120
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,33.253,66.747,67.787,32.213,11.07,1.000,bicubic,-62.917,-31.363,+33
convformer_s36.sail_in1k,224,33.213,66.787,63.547,36.453,40.01,1.000,bicubic,-63.367,-35.613,-95
twins_pcpvt_large.in1k,224,33.107,66.893,67.960,32.040,60.99,0.900,bicubic,-63.053,-31.290,+36
twins_svt_base.in1k,224,33.107,66.893,65.587,34.413,56.07,0.900,bicubic,-63.073,-33.753,+28
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,33.067,66.933,65.213,34.787,25.03,0.875,bilinear,-62.813,-33.877,+113
nextvit_large.bd_in1k,224,33.027,66.973,67.000,33.000,57.87,0.950,bicubic,-63.343,-32.340,-46
resnet152.a1h_in1k,288,33.027,66.973,63.160,36.840,60.19,1.000,bicubic,-63.193,-36.070,+11
hrnet_w48_ssld.paddle_in1k,224,33.013,66.987,63.493,36.507,77.47,0.950,bilinear,-63.377,-35.737,-54
fastvit_sa36.apple_in1k,256,33.000,67.000,65.960,34.040,31.53,0.900,bicubic,-63.240,-33.350,-2
focalnet_small_lrf.ms_in1k,224,32.947,67.053,67.160,32.840,50.34,0.900,bicubic,-63.243,-32.070,+19
tiny_vit_21m_224.in1k,224,32.880,67.120,66.933,33.067,21.20,0.950,bicubic,-63.320,-32.337,+15
regnetz_d8_evos.ch_in1k,256,32.867,67.133,65.387,34.613,23.46,0.950,bicubic,-63.403,-34.093,-16
regnety_320.seer_ft_in1k,384,32.787,67.213,66.013,33.987,145.05,1.000,bicubic,-63.563,-33.457,-42
pit_b_224.in1k,224,32.773,67.227,62.253,37.747,73.76,0.900,bicubic,-62.857,-36.417,+162
swinv2_cr_small_ns_224.sw_in1k,224,32.747,67.253,65.720,34.280,49.70,0.900,bicubic,-63.473,-33.520,+4
xcit_large_24_p16_224.fb_in1k,224,32.733,67.267,61.773,38.227,189.10,1.000,bicubic,-62.727,-37.247,+215
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,32.480,67.520,64.760,35.240,18.45,1.000,bicubic,-63.550,-34.340,+61
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,32.427,67.573,63.680,36.320,194.03,0.875,bilinear,-63.423,-35.490,+109
efficientvit_b3.r256_in1k,256,32.413,67.587,65.707,34.293,48.65,1.000,bicubic,-63.937,-33.493,-41
eca_nfnet_l1.ra2_in1k,256,32.413,67.587,65.293,34.707,41.41,0.900,bicubic,-63.837,-33.937,-18
ecaresnet101d.miil_in1k,288,32.400,67.600,65.813,34.187,44.57,0.950,bicubic,-63.820,-33.497,-8
swin_small_patch4_window7_224.ms_in1k,224,32.373,67.627,65.227,34.773,49.61,0.900,bicubic,-63.507,-33.883,+99
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,32.320,67.680,66.253,33.747,15.62,1.000,bicubic,-64.030,-33.147,-55
resnetaa101d.sw_in12k_ft_in1k,224,32.307,67.693,65.173,34.827,44.57,0.950,bicubic,-64.033,-34.147,-44
nest_small_jx.goog_in1k,224,32.307,67.693,63.813,36.187,38.35,0.875,bicubic,-63.663,-35.227,+75
xception65.ra3_in1k,299,32.280,67.720,62.480,37.520,39.92,0.940,bicubic,-64.080,-36.760,-62
tf_efficientnetv2_b3.in21k_ft_in1k,300,32.093,67.907,65.773,34.227,14.36,0.900,bicubic,-64.127,-33.477,-11
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,32.093,67.907,64.187,35.813,14.25,1.000,bicubic,-64.107,-34.943,-3
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,32.027,67.973,63.573,36.427,236.34,0.875,bicubic,-64.063,-35.617,+28
convnextv2_tiny.fcmae_ft_in1k,288,31.973,68.027,67.120,32.880,28.64,1.000,bicubic,-64.237,-32.120,-9
regnetz_040_h.ra3_in1k,256,31.960,68.040,63.120,36.880,28.94,1.000,bicubic,-64.360,-36.080,-45
convnext_tiny_hnf.a2h_in1k,288,31.960,68.040,62.480,37.520,28.59,1.000,bicubic,-64.050,-36.600,+51
seresnext101_32x8d.ah_in1k,224,31.907,68.093,61.253,38.747,93.57,0.950,bicubic,-64.483,-37.957,-77
efficientvit_b3.r224_in1k,224,31.880,68.120,64.493,35.507,48.65,0.950,bicubic,-64.140,-34.657,+47
rexnetr_200.sw_in12k_ft_in1k,288,31.813,68.187,67.520,32.480,16.52,1.000,bicubic,-64.407,-31.610,-20
swinv2_tiny_window16_256.ms_in1k,256,31.787,68.213,65.587,34.413,28.35,0.900,bicubic,-64.193,-33.513,+60
resnext101_64x4d.tv_in1k,224,31.640,68.360,63.747,36.253,83.46,0.875,bilinear,-64.390,-35.343,+38
maxvit_nano_rw_256.sw_in1k,256,31.600,68.400,63.667,36.333,15.45,0.950,bicubic,-64.330,-35.333,+68
resnest101e.in1k,256,31.587,68.413,64.067,35.933,48.28,0.875,bilinear,-64.263,-35.143,+86
vit_base_patch16_224.orig_in21k_ft_in1k,224,31.587,68.413,61.147,38.853,86.57,0.900,bicubic,-63.753,-37.863,+222
regnetz_d32.ra3_in1k,256,31.507,68.493,65.013,34.987,27.58,0.950,bicubic,-64.693,-34.097,-18
hgnetv2_b4.ssld_stage1_in22k_in1k,288,31.480,68.520,66.840,33.160,19.80,1.000,bicubic,-65.240,-32.590,-181
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,31.440,68.560,65.733,34.267,11.07,0.950,bicubic,-64.610,-33.487,+25
convnext_small.fb_in1k,224,31.373,68.627,65.987,34.013,50.22,0.875,bicubic,-64.827,-33.143,-17
maxxvit_rmlp_nano_rw_256.sw_in1k,256,31.333,68.667,64.507,35.493,16.78,0.950,bicubic,-64.697,-34.753,+29
fastvit_sa24.apple_dist_in1k,256,31.320,68.680,64.760,35.240,21.55,0.900,bicubic,-64.840,-34.390,-9
convnext_nano.in12k_ft_in1k,288,31.293,68.707,67.333,32.667,15.59,1.000,bicubic,-64.697,-31.857,+39
regnety_320.tv2_in1k,224,31.267,68.733,64.493,35.507,145.05,0.965,bicubic,-64.823,-34.817,+10
mobilenetv4_conv_aa_large.e600_r384_in1k,384,31.253,68.747,65.267,34.733,32.59,0.950,bicubic,-64.897,-34.113,-7
nextvit_base.bd_in1k,224,31.253,68.747,65.173,34.827,44.82,0.950,bicubic,-64.997,-34.047,-48
cait_s24_224.fb_dist_in1k,224,31.187,68.813,64.253,35.747,46.92,1.000,bicubic,-65.213,-34.727,-99
tf_efficientnet_b5.ra_in1k,456,31.107,68.893,64.520,35.480,30.39,0.934,bicubic,-65.283,-34.890,-97
regnetz_c16_evos.ch_in1k,320,31.080,68.920,65.933,34.067,13.49,0.950,bicubic,-65.070,-33.157,-12
regnetv_040.ra3_in1k,288,31.027,68.973,64.107,35.893,20.64,1.000,bicubic,-65.203,-35.193,-44
crossvit_base_240.in1k,240,31.027,68.973,60.933,39.067,105.03,0.875,bicubic,-64.473,-37.887,+158
maxvit_rmlp_nano_rw_256.sw_in1k,256,31.000,69.000,63.093,36.907,15.50,0.950,bicubic,-65.000,-35.867,+29
seresnet152d.ra2_in1k,256,30.907,69.093,63.173,36.827,66.84,0.950,bicubic,-65.523,-35.957,-116
regnetz_040.ra3_in1k,256,30.907,69.093,62.627,37.373,27.12,1.000,bicubic,-65.573,-36.783,-131
maxvit_tiny_tf_224.in1k,224,30.880,69.120,62.933,37.067,30.92,0.950,bicubic,-65.260,-36.227,-14
swinv2_cr_small_224.sw_in1k,224,30.773,69.227,61.853,38.147,49.70,0.900,bicubic,-65.317,-37.187,+3
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,30.720,69.280,62.333,37.667,88.22,0.900,bicubic,-65.400,-36.867,-12
xcit_small_24_p16_224.fb_dist_in1k,224,30.600,69.400,64.533,35.467,47.67,1.000,bicubic,-65.620,-34.747,-44
efficientnet_b4.ra2_in1k,384,30.573,69.427,64.347,35.653,19.34,1.000,bicubic,-65.587,-34.863,-25
hiera_tiny_224.mae_in1k_ft_in1k,224,30.453,69.547,62.267,37.733,27.91,0.900,bicubic,-65.147,-36.603,+116
crossvit_18_240.in1k,240,30.427,69.573,61.547,38.453,43.27,0.875,bicubic,-65.063,-37.443,+155
sequencer2d_m.in1k,224,30.360,69.640,62.933,37.067,38.31,0.875,bicubic,-65.460,-36.177,+64
repvit_m2_3.dist_450e_in1k,224,30.333,69.667,63.653,36.347,23.69,0.950,bicubic,-66.017,-35.567,-98
maxxvitv2_nano_rw_256.sw_in1k,256,30.267,69.733,63.773,36.227,23.70,0.950,bicubic,-65.623,-35.337,+49
regnety_040.ra3_in1k,288,30.200,69.800,63.373,36.627,20.65,1.000,bicubic,-65.800,-35.817,+14
crossvit_18_dagger_240.in1k,240,30.200,69.800,61.613,38.387,44.27,0.875,bicubic,-65.420,-37.437,+107
hgnet_small.ssld_in1k,224,30.133,69.867,64.467,35.533,24.36,0.965,bicubic,-66.497,-34.753,-182
rexnet_300.nav_in1k,224,30.040,69.960,64.200,35.800,34.71,0.875,bicubic,-65.790,-34.930,+57
xcit_medium_24_p16_224.fb_in1k,224,30.027,69.973,59.187,40.813,84.40,1.000,bicubic,-65.493,-39.773,+132
dm_nfnet_f1.dm_in1k,224,30.000,70.000,57.947,42.053,132.63,0.910,bicubic,-66.350,-41.223,-101
mvitv2_tiny.fb_in1k,224,29.867,70.133,63.747,36.253,24.17,0.900,bicubic,-66.013,-35.503,+45
twins_pcpvt_base.in1k,224,29.840,70.160,64.587,35.413,43.83,0.900,bicubic,-65.950,-34.543,+63
convnext_tiny.fb_in1k,288,29.787,70.213,64.920,35.080,28.59,1.000,bicubic,-65.993,-34.230,+63
resnet50.fb_swsl_ig1b_ft_in1k,224,29.760,70.240,63.840,36.160,25.56,0.875,bilinear,-65.710,-35.170,+147
convnextv2_nano.fcmae_ft_in22k_in1k,288,29.733,70.267,65.653,34.347,15.62,1.000,bicubic,-66.317,-33.557,-10
cait_xxs24_384.fb_dist_in1k,384,29.720,70.280,63.733,36.267,12.03,1.000,bicubic,-65.540,-35.227,+200
tf_efficientnet_b5.aa_in1k,456,29.720,70.280,62.733,37.267,30.39,0.934,bicubic,-66.760,-36.497,-154
hgnetv2_b3.ssld_stage1_in22k_in1k,288,29.640,70.360,65.920,34.080,16.29,1.000,bicubic,-66.630,-33.230,-88
resnet200d.ra2_in1k,256,29.640,70.360,61.387,38.613,64.69,0.950,bicubic,-66.670,-37.863,-92
cs3sedarknet_x.c2ns_in1k,288,29.627,70.373,61.587,38.413,35.40,1.000,bicubic,-66.413,-37.523,-11
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,29.573,70.427,61.400,38.600,10.59,1.000,bicubic,-66.127,-37.590,+73
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,29.547,70.453,66.493,33.507,28.29,0.900,bicubic,-65.943,-32.597,+127
resnet152.a1_in1k,288,29.493,70.507,57.027,42.973,60.19,1.000,bicubic,-65.997,-41.923,+135
deit_base_distilled_patch16_224.fb_in1k,224,29.480,70.520,64.093,35.907,87.34,0.900,bicubic,-66.620,-35.097,-33
convnextv2_tiny.fcmae_ft_in1k,224,29.467,70.533,63.893,36.107,28.64,0.875,bicubic,-66.213,-35.117,+74
convit_base.fb_in1k,224,29.387,70.613,61.493,38.507,86.54,0.875,bicubic,-66.163,-37.397,+100
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,29.360,70.640,62.187,37.813,86.43,0.900,bicubic,-66.410,-36.963,+51
convnext_tiny.fb_in22k_ft_in1k,288,29.253,70.747,56.560,43.440,28.59,1.000,bicubic,-65.617,-42.340,+278
mobilenetv4_conv_large.e600_r384_in1k,384,29.147,70.853,63.680,36.320,32.59,0.950,bicubic,-66.653,-35.380,+44
cs3se_edgenet_x.c2ns_in1k,256,29.080,70.920,60.933,39.067,50.72,0.950,bicubic,-66.870,-37.957,+9
tf_efficientnetv2_s.in1k,384,29.027,70.973,61.173,38.827,21.46,1.000,bicubic,-67.323,-37.937,-119
fastvit_sa24.apple_in1k,256,29.000,71.000,62.320,37.680,21.55,0.900,bicubic,-66.910,-36.840,+13
regnety_160.deit_in1k,224,29.000,71.000,61.467,38.533,83.59,0.950,bicubic,-67.050,-37.663,-27
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,28.960,71.040,60.787,39.213,88.79,0.875,bilinear,-66.530,-38.433,+117
davit_tiny.msft_in1k,224,28.893,71.107,63.627,36.373,28.36,0.950,bicubic,-66.767,-35.603,+70
hgnetv2_b4.ssld_stage2_ft_in1k,224,28.840,71.160,63.507,36.493,19.80,0.965,bicubic,-67.670,-35.873,-177
resnet101d.ra2_in1k,320,28.813,71.187,61.920,38.080,44.57,1.000,bicubic,-67.487,-37.500,-109
edgenext_base.usi_in1k,320,28.787,71.213,64.720,35.280,18.51,1.000,bicubic,-67.933,-34.800,-239
vit_little_patch16_reg4_gap_256.sbb_in1k,256,28.787,71.213,62.413,37.587,22.52,0.950,bicubic,-66.953,-36.707,+45
vit_relpos_medium_patch16_cls_224.sw_in1k,224,28.733,71.267,59.973,40.027,38.76,0.900,bicubic,-66.757,-38.797,+114
regnety_160.tv2_in1k,224,28.707,71.293,61.280,38.720,83.59,0.965,bicubic,-67.273,-37.920,-10
xcit_tiny_24_p8_224.fb_in1k,224,28.653,71.347,60.160,39.840,12.11,1.000,bicubic,-67.027,-38.990,+58
resnetrs152.tf_in1k,320,28.653,71.347,60.013,39.987,86.62,1.000,bicubic,-67.917,-39.407,-197
resnetv2_101.a1h_in1k,288,28.547,71.453,59.613,40.387,44.54,1.000,bicubic,-67.603,-39.547,-66
xcit_tiny_24_p8_224.fb_dist_in1k,224,28.520,71.480,61.400,38.600,12.11,1.000,bicubic,-67.280,-37.810,+27
vit_relpos_medium_patch16_224.sw_in1k,224,28.480,71.520,61.520,38.480,38.75,0.900,bicubic,-66.990,-37.440,+117
crossvit_15_dagger_240.in1k,240,28.453,71.547,60.093,39.907,28.21,0.875,bicubic,-67.217,-38.967,+56
hgnetv2_b3.ssld_stage2_ft_in1k,288,28.400,71.600,65.013,34.987,16.29,1.000,bicubic,-67.950,-34.317,-146
efficientvit_b2.r288_in1k,288,28.400,71.600,63.907,36.093,24.33,1.000,bicubic,-67.580,-35.373,-18
cs3edgenet_x.c2_in1k,288,28.360,71.640,61.040,38.960,47.82,1.000,bicubic,-67.700,-38.090,-47
xcit_small_24_p16_224.fb_in1k,224,28.320,71.680,59.000,41.000,47.67,1.000,bicubic,-67.220,-40.000,+82
xception65p.ra3_in1k,299,28.307,71.693,59.480,40.520,39.82,0.940,bicubic,-67.903,-39.940,-94
pvt_v2_b2_li.in1k,224,28.267,71.733,61.560,38.440,22.55,0.900,bicubic,-67.323,-37.470,+66
regnety_080.ra3_in1k,224,28.240,71.760,59.693,40.307,39.18,0.950,bicubic,-67.790,-39.417,-42
repvit_m2_3.dist_300e_in1k,224,28.227,71.773,61.453,38.547,23.69,0.950,bicubic,-67.953,-37.597,-88
regnety_064.ra3_in1k,224,28.227,71.773,59.507,40.493,30.58,0.950,bicubic,-67.643,-39.573,+3
efficientnet_b4.ra2_in1k,320,28.187,71.813,61.907,38.093,19.34,0.875,bicubic,-67.573,-37.253,+22
resnet101.a1h_in1k,288,28.120,71.880,59.640,40.360,44.55,1.000,bicubic,-67.920,-39.500,-50
cs3sedarknet_x.c2ns_in1k,256,28.027,71.973,60.333,39.667,35.40,0.887,bicubic,-67.603,-38.647,+52
efficientnetv2_rw_s.ra2_in1k,288,27.973,72.027,60.373,39.627,23.94,1.000,bicubic,-68.187,-38.817,-84
rdnet_tiny.nv_in1k,224,27.760,72.240,62.000,38.000,23.86,0.900,bicubic,-67.880,-36.950,+48
efficientformerv2_l.snap_dist_in1k,224,27.707,72.293,61.347,38.653,26.32,0.950,bicubic,-68.353,-37.853,-60
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,27.693,72.307,62.773,37.227,11.07,0.950,bicubic,-68.127,-36.327,+4
coat_lite_small.in1k,224,27.667,72.333,58.547,41.453,19.84,0.900,bicubic,-67.893,-40.333,+59
efficientformer_l7.snap_dist_in1k,224,27.653,72.347,62.640,37.360,82.23,0.950,bicubic,-68.457,-36.530,-78
flexivit_small.1200ep_in1k,240,27.587,72.413,58.240,41.760,22.06,0.950,bicubic,-67.973,-40.810,+54
resnetaa50d.sw_in12k_ft_in1k,288,27.520,72.480,62.067,37.933,25.58,1.000,bicubic,-68.290,-37.203,+3
regnetv_064.ra3_in1k,224,27.347,72.653,61.093,38.907,30.58,0.950,bicubic,-68.743,-38.137,-76
pvt_v2_b2.in1k,224,27.307,72.693,60.587,39.413,25.36,0.900,bicubic,-68.193,-38.533,+76
vit_base_patch16_384.augreg_in1k,384,27.293,72.707,56.507,43.493,86.86,1.000,bicubic,-67.667,-42.313,+213
resnext101_32x8d.tv2_in1k,224,27.240,72.760,59.347,40.653,88.79,0.965,bilinear,-68.750,-39.883,-45
deit_base_patch16_224.fb_in1k,224,27.173,72.827,58.640,41.360,86.57,0.900,bicubic,-68.267,-40.200,+98
convnextv2_nano.fcmae_ft_in22k_in1k,224,27.147,72.853,62.293,37.707,15.62,0.875,bicubic,-68.383,-36.827,+60
regnetz_c16.ra3_in1k,320,27.147,72.853,62.267,37.733,13.46,1.000,bicubic,-68.833,-36.883,-40
regnety_080_tv.tv2_in1k,224,27.133,72.867,61.360,38.640,39.38,0.965,bicubic,-68.767,-37.790,-27
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,27.107,72.893,62.627,37.373,25.55,1.000,bilinear,-67.923,-36.263,+190
coatnet_bn_0_rw_224.sw_in1k,224,27.013,72.987,60.840,39.160,27.44,0.950,bicubic,-68.687,-38.390,+18
xcit_small_12_p16_224.fb_dist_in1k,224,27.000,73.000,59.813,40.187,26.25,1.000,bicubic,-69.020,-39.107,-62
coatnet_0_rw_224.sw_in1k,224,26.973,73.027,59.107,40.893,27.44,0.950,bicubic,-68.487,-39.523,+87
flexivit_small.600ep_in1k,240,26.827,73.173,57.013,42.987,22.06,0.950,bicubic,-68.863,-42.067,+18
vit_small_patch16_224.augreg_in21k_ft_in1k,224,26.813,73.187,58.840,41.160,22.05,0.900,bicubic,-68.597,-40.290,+99
vit_relpos_base_patch16_224.sw_in1k,224,26.787,73.213,60.467,39.533,86.43,0.900,bicubic,-68.803,-38.523,+36
dm_nfnet_f0.dm_in1k,256,26.773,73.227,58.067,41.933,71.49,0.900,bicubic,-69.577,-41.183,-177
gcvit_xtiny.in1k,224,26.720,73.280,60.587,39.413,19.98,0.875,bicubic,-68.870,-38.443,+33
swin_s3_tiny_224.ms_in1k,224,26.680,73.320,60.293,39.707,28.33,0.900,bicubic,-68.510,-38.657,+142
nextvit_small.bd_in1k,224,26.640,73.360,61.227,38.773,31.76,0.950,bicubic,-69.230,-37.963,-25
mobilenetv4_conv_large.e500_r256_in1k,320,26.587,73.413,61.080,38.920,32.59,1.000,bicubic,-69.303,-37.960,-37
sequencer2d_s.in1k,224,26.373,73.627,60.267,39.733,27.65,0.875,bicubic,-69.617,-38.823,-61
tresnet_v2_l.miil_in21k_ft_in1k,224,26.293,73.707,59.493,40.507,46.17,0.875,bilinear,-69.867,-39.697,-117
cs3edgenet_x.c2_in1k,256,26.267,73.733,59.067,40.933,47.82,0.887,bicubic,-69.243,-39.963,+52
mobilevitv2_200.cvnets_in22k_ft_in1k,256,26.227,73.773,58.707,41.293,18.45,0.888,bicubic,-68.943,-40.153,+142
hgnet_small.paddle_in1k,288,26.187,73.813,60.040,39.960,24.36,1.000,bicubic,-69.463,-39.070,+14
swinv2_tiny_window8_256.ms_in1k,256,26.173,73.827,60.480,39.520,28.35,0.900,bicubic,-69.327,-38.510,+49
regnetx_320.tv2_in1k,224,26.173,73.827,57.747,42.253,107.81,0.965,bicubic,-69.817,-41.303,-68
nfnet_l0.ra2_in1k,288,26.080,73.920,61.547,38.453,35.07,1.000,bicubic,-70.050,-37.693,-113
coatnet_rmlp_nano_rw_224.sw_in1k,224,26.080,73.920,60.400,39.600,15.15,0.900,bicubic,-69.360,-38.440,+74
resnext101_64x4d.c1_in1k,224,26.067,73.933,56.227,43.773,83.46,0.950,bicubic,-69.643,-42.803,-5
regnety_032.ra_in1k,288,26.040,73.960,60.867,39.133,19.44,1.000,bicubic,-69.950,-38.233,-74
resnet152d.ra2_in1k,256,26.000,74.000,58.040,41.960,60.21,0.950,bicubic,-70.070,-41.260,-98
deit3_small_patch16_224.fb_in1k,224,26.000,74.000,54.293,45.707,22.06,0.900,bicubic,-69.000,-44.607,+176
tf_efficientnet_b4.aa_in1k,380,25.960,74.040,59.960,40.040,19.34,0.922,bicubic,-69.990,-39.160,-64
fbnetv3_g.ra2_in1k,288,25.920,74.080,60.907,39.093,16.62,0.950,bilinear,-69.580,-38.073,+42
coatnext_nano_rw_224.sw_in1k,224,25.907,74.093,59.147,40.853,14.70,0.900,bicubic,-69.503,-39.853,+79
tf_efficientnet_b4.ap_in1k,380,25.827,74.173,59.573,40.427,19.34,0.922,bicubic,-70.343,-39.707,-135
flexivit_small.300ep_in1k,240,25.773,74.227,56.813,43.187,22.06,0.950,bicubic,-69.747,-41.947,+35
ecaresnet101d.miil_in1k,224,25.760,74.240,58.680,41.320,44.57,0.875,bicubic,-69.780,-40.500,+23
coat_mini.in1k,224,25.720,74.280,57.680,42.320,10.34,0.900,bicubic,-69.280,-41.100,+168
inception_next_tiny.sail_in1k,224,25.693,74.307,59.480,40.520,28.06,0.875,bicubic,-69.777,-39.400,+54
ecaresnet50t.ra2_in1k,320,25.680,74.320,59.707,40.293,25.57,0.950,bicubic,-69.840,-39.303,+26
mobilevitv2_175.cvnets_in22k_ft_in1k,256,25.680,74.320,58.027,41.973,14.25,0.888,bicubic,-69.570,-40.903,+109
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,25.667,74.333,60.080,39.920,11.07,1.000,bicubic,-70.103,-38.960,-34
visformer_small.in1k,224,25.640,74.360,58.573,41.427,40.22,0.900,bicubic,-69.860,-40.417,+35
rexnetr_200.sw_in12k_ft_in1k,224,25.507,74.493,60.427,39.573,16.52,0.950,bicubic,-70.303,-38.743,-42
crossvit_15_240.in1k,240,25.440,74.560,57.320,42.680,27.53,0.875,bicubic,-69.690,-41.620,+129
vit_small_patch16_384.augreg_in1k,384,25.413,74.587,57.147,42.853,22.20,1.000,bicubic,-69.877,-41.863,+95
convformer_s18.sail_in1k,224,25.387,74.613,57.600,42.400,26.77,1.000,bicubic,-70.563,-41.570,-76
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,25.267,74.733,58.267,41.733,38.73,0.900,bicubic,-70.253,-40.853,+20
halo2botnet50ts_256.a1h_in1k,256,25.173,74.827,56.280,43.720,22.64,0.950,bicubic,-70.247,-42.650,+60
resnetv2_50x1_bit.goog_distilled_in1k,224,25.133,74.867,59.387,40.613,25.55,0.875,bicubic,-70.967,-39.893,-129
xcit_small_12_p16_224.fb_in1k,224,25.040,74.960,55.707,44.293,26.25,1.000,bicubic,-70.390,-43.273,+54
resnetrs270.tf_in1k,256,25.040,74.960,54.307,45.693,129.86,1.000,bicubic,-71.360,-44.933,-234
edgenext_base.usi_in1k,256,25.027,74.973,60.667,39.333,18.51,0.950,bicubic,-71.373,-38.713,-237
vit_srelpos_medium_patch16_224.sw_in1k,224,24.987,75.013,58.147,41.853,38.74,0.900,bicubic,-70.253,-40.913,+97
hgnet_tiny.ssld_in1k,288,24.947,75.053,61.440,38.560,14.74,1.000,bicubic,-71.283,-37.670,-178
resnet101.a1_in1k,288,24.947,75.053,54.973,45.027,44.55,1.000,bicubic,-70.543,-43.817,+30
convit_small.fb_in1k,224,24.813,75.187,56.880,43.120,27.78,0.875,bicubic,-70.377,-42.080,+103
resnet152.a2_in1k,288,24.800,75.200,53.893,46.107,60.19,1.000,bicubic,-70.690,-45.217,+30
regnetz_c16_evos.ch_in1k,256,24.733,75.267,59.653,40.347,13.49,0.950,bicubic,-70.967,-39.257,-36
vit_base_patch16_rpn_224.sw_in1k,224,24.733,75.267,57.987,42.013,86.54,0.900,bicubic,-70.657,-40.963,+57
gc_efficientnetv2_rw_t.agc_in1k,288,24.587,75.413,57.533,42.467,13.68,1.000,bicubic,-71.153,-41.647,-45
tnt_s_patch16_224,224,24.573,75.427,57.773,42.227,23.76,0.900,bicubic,-70.487,-41.067,+131
efficientvit_b2.r256_in1k,256,24.533,75.467,59.120,40.880,24.33,1.000,bicubic,-71.137,-39.690,-30
hgnetv2_b4.ssld_stage1_in22k_in1k,224,24.507,75.493,60.387,39.613,19.80,0.965,bicubic,-71.963,-38.913,-267
eca_nfnet_l0.ra2_in1k,288,24.480,75.520,59.587,40.413,24.14,1.000,bicubic,-71.490,-39.623,-100
regnetv_040.ra3_in1k,224,24.387,75.613,57.600,42.400,20.64,0.950,bicubic,-71.363,-41.520,-55
swinv2_cr_tiny_ns_224.sw_in1k,224,24.280,75.720,58.347,41.653,28.33,0.900,bicubic,-71.050,-40.593,+65
tf_efficientnet_b2.ns_jft_in1k,260,24.253,75.747,57.573,42.427,9.11,0.890,bicubic,-71.497,-41.647,-56
efficientnetv2_rw_t.ra2_in1k,288,24.240,75.760,57.147,42.853,13.65,1.000,bicubic,-71.370,-41.923,-24
xception41p.ra3_in1k,299,24.240,75.760,54.560,45.440,26.91,0.940,bicubic,-71.320,-44.370,-16
tf_efficientnetv2_b3.in21k_ft_in1k,240,24.213,75.787,55.840,44.160,14.36,0.900,bicubic,-71.127,-43.060,+58
xcit_tiny_12_p16_384.fb_dist_in1k,384,24.120,75.880,56.920,43.080,6.72,1.000,bicubic,-71.040,-41.930,+94
convnext_tiny.fb_in1k,224,24.107,75.893,59.107,40.893,28.59,0.875,bicubic,-71.433,-39.943,-10
convnext_nano.in12k_ft_in1k,224,24.067,75.933,60.373,39.627,15.59,0.950,bicubic,-71.643,-38.887,-52
cs3darknet_x.c2ns_in1k,288,24.000,76.000,57.573,42.427,35.05,1.000,bicubic,-71.870,-41.517,-86
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,23.987,76.013,55.507,44.493,5.76,1.000,bicubic,-70.973,-43.403,+139
convnext_nano_ols.d1h_in1k,288,23.973,76.027,56.493,43.507,15.65,1.000,bicubic,-71.137,-42.407,+106
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,23.933,76.067,55.947,44.053,36.43,0.900,bicubic,-71.707,-43.243,-39
twins_svt_small.in1k,224,23.920,76.080,57.400,42.600,24.06,0.900,bicubic,-71.300,-41.680,+77
vit_relpos_small_patch16_224.sw_in1k,224,23.907,76.093,57.733,42.267,21.98,0.900,bicubic,-71.283,-41.307,+79
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,23.800,76.200,57.227,42.773,44.18,0.875,bilinear,-71.680,-41.713,+9
ecaresnet50d.miil_in1k,288,23.773,76.227,58.547,41.453,25.58,0.950,bicubic,-71.717,-40.593,+1
cs3sedarknet_l.c2ns_in1k,288,23.747,76.253,58.280,41.720,21.91,0.950,bicubic,-71.573,-40.860,+51
coatnet_nano_rw_224.sw_in1k,224,23.720,76.280,56.693,43.307,15.14,0.900,bicubic,-71.520,-42.217,+69
poolformer_m48.sail_in1k,224,23.680,76.320,56.853,43.147,73.47,0.950,bicubic,-71.960,-42.177,-44
convnext_nano.d1h_in1k,288,23.653,76.347,55.707,44.293,15.59,1.000,bicubic,-71.697,-43.193,+41
vit_small_patch32_384.augreg_in21k_ft_in1k,384,23.560,76.440,56.907,43.093,22.92,1.000,bicubic,-71.510,-42.083,+103
resnet152.a1h_in1k,224,23.533,76.467,53.093,46.907,60.19,0.950,bicubic,-72.357,-45.987,-105
tiny_vit_11m_224.in1k,224,23.520,76.480,58.627,41.373,11.00,0.950,bicubic,-72.030,-40.463,-33
mobilevitv2_150.cvnets_in22k_ft_in1k,256,23.507,76.493,55.187,44.813,10.59,0.888,bicubic,-71.643,-43.903,+80
tf_efficientnet_b5.in1k,456,23.440,76.560,57.480,42.520,30.39,0.934,bicubic,-72.640,-41.820,-160
crossvit_small_240.in1k,240,23.413,76.587,56.387,43.613,26.86,0.875,bicubic,-71.437,-42.633,+152
nest_tiny_jx.goog_in1k,224,23.253,76.747,56.133,43.867,17.06,0.875,bicubic,-72.007,-42.837,+53
seresnext50_32x4d.racm_in1k,288,23.240,76.760,57.347,42.653,27.56,0.950,bicubic,-72.480,-41.693,-77
hrnet_w18_ssld.paddle_in1k,288,23.240,76.760,55.067,44.933,21.30,1.000,bilinear,-72.740,-44.093,-135
focalnet_tiny_srf.ms_in1k,224,23.227,76.773,58.160,41.840,28.43,0.900,bicubic,-72.263,-40.640,-15
efficientnet_b3.ra2_in1k,320,23.200,76.800,55.933,44.067,12.23,1.000,bicubic,-72.520,-43.257,-78
regnety_040.ra3_in1k,224,23.187,76.813,55.333,44.667,20.65,0.950,bicubic,-72.373,-43.787,-46
levit_384.fb_dist_in1k,224,23.173,76.827,55.747,44.253,39.13,0.900,bicubic,-72.367,-43.393,-38
levit_conv_384.fb_dist_in1k,224,23.173,76.827,55.747,44.253,39.13,0.900,bicubic,-72.367,-43.303,-38
convnext_tiny_hnf.a2h_in1k,224,23.160,76.840,54.933,45.067,28.59,0.950,bicubic,-72.360,-44.037,-32
lamhalobotnet50ts_256.a1h_in1k,256,23.133,76.867,54.880,45.120,22.57,0.950,bicubic,-72.027,-44.120,+66
regnetz_c16.ra3_in1k,256,23.107,76.893,57.733,42.267,13.46,0.940,bicubic,-72.413,-41.347,-34
pnasnet5large.tf_in1k,331,23.107,76.893,53.293,46.707,86.06,0.911,bicubic,-72.613,-45.627,-83
nasnetalarge.tf_in1k,331,23.080,76.920,54.533,45.467,88.75,0.911,bicubic,-72.620,-44.527,-77
vit_base_patch32_clip_224.laion2b_ft_in1k,224,23.067,76.933,55.347,44.653,88.22,0.900,bicubic,-72.483,-43.523,-48
efficientformer_l3.snap_dist_in1k,224,23.040,76.960,56.787,43.213,31.41,0.950,bicubic,-72.570,-42.393,-62
pit_s_distilled_224.in1k,224,22.973,77.027,56.880,43.120,24.04,0.900,bicubic,-72.207,-42.000,+53
wide_resnet50_2.racm_in1k,288,22.960,77.040,55.600,44.400,68.88,0.950,bicubic,-72.700,-43.430,-74
focalnet_tiny_lrf.ms_in1k,224,22.920,77.080,58.133,41.867,28.65,0.900,bicubic,-72.560,-40.967,-19
hgnetv2_b3.ssld_stage1_in22k_in1k,224,22.827,77.173,58.760,41.240,16.29,0.965,bicubic,-73.153,-40.530,-151
convnextv2_nano.fcmae_ft_in1k,288,22.813,77.187,58.747,41.253,15.62,1.000,bicubic,-73.087,-40.363,-134
regnetx_160.tv2_in1k,224,22.787,77.213,56.200,43.800,54.28,0.965,bicubic,-73.113,-42.910,-133
resnet61q.ra2_in1k,288,22.773,77.227,55.480,44.520,36.85,1.000,bicubic,-73.027,-43.520,-109
vit_base_patch32_clip_224.openai_ft_in1k,224,22.747,77.253,55.840,44.160,88.22,0.900,bicubic,-72.373,-43.150,+61
halonet50ts.a1h_in1k,256,22.747,77.253,54.360,45.640,22.73,0.940,bicubic,-72.393,-44.630,+57
tiny_vit_5m_224.dist_in22k_ft_in1k,224,22.720,77.280,55.893,44.107,5.39,0.950,bicubic,-72.330,-43.087,+76
resnetv2_50d_evos.ah_in1k,288,22.720,77.280,55.013,44.987,25.59,1.000,bicubic,-72.930,-44.137,-79
efficientnet_b3.ra2_in1k,288,22.693,77.307,55.133,44.867,12.23,0.875,bicubic,-72.497,-43.797,+38
tf_efficientnet_b4.in1k,380,22.653,77.347,56.267,43.733,19.34,0.922,bicubic,-73.167,-42.793,-121
twins_pcpvt_small.in1k,224,22.627,77.373,56.600,43.400,24.11,0.900,bicubic,-72.603,-42.280,+32
resmlp_big_24_224.fb_in1k,224,22.627,77.373,54.013,45.987,129.14,0.875,bicubic,-72.023,-44.647,+172
hgnetv2_b2.ssld_stage2_ft_in1k,288,22.560,77.440,59.227,40.773,11.22,1.000,bicubic,-73.650,-39.953,-236
poolformerv2_m48.sail_in1k,224,22.520,77.480,55.533,44.467,73.35,1.000,bicubic,-73.230,-43.447,-111
repvit_m1_5.dist_450e_in1k,224,22.373,77.627,55.493,44.507,14.64,0.950,bicubic,-73.557,-43.667,-153
vit_srelpos_small_patch16_224.sw_in1k,224,22.360,77.640,55.293,44.707,21.97,0.900,bicubic,-72.710,-43.657,+65
ecaresnet101d_pruned.miil_in1k,288,22.293,77.707,56.427,43.573,24.88,0.950,bicubic,-73.447,-42.593,-113
poolformer_m36.sail_in1k,224,22.267,77.733,55.147,44.853,56.17,0.950,bicubic,-73.143,-43.873,-14
hgnetv2_b3.ssld_stage2_ft_in1k,224,22.253,77.747,57.893,42.107,16.29,0.965,bicubic,-73.667,-41.387,-155
vit_base_patch32_224.augreg_in21k_ft_in1k,224,22.240,77.760,53.707,46.293,88.22,0.900,bicubic,-72.770,-45.313,+72
xcit_tiny_12_p8_224.fb_dist_in1k,224,22.080,77.920,53.880,46.120,6.71,1.000,bicubic,-73.010,-45.050,+55
resnetv2_50d_gn.ah_in1k,288,22.040,77.960,54.880,45.120,25.57,1.000,bicubic,-73.460,-44.020,-55
wide_resnet101_2.tv2_in1k,224,22.013,77.987,54.560,45.440,126.89,0.965,bilinear,-73.537,-44.430,-78
ecaresnet50t.a1_in1k,288,21.840,78.160,53.560,46.440,25.57,1.000,bicubic,-73.620,-45.160,-38
resnext50_32x4d.a1h_in1k,288,21.813,78.187,54.200,45.800,25.03,1.000,bicubic,-73.627,-44.790,-33
tf_efficientnetv2_s.in1k,300,21.760,78.240,53.293,46.707,21.46,1.000,bicubic,-74.390,-45.817,-225
resnet101d.ra2_in1k,256,21.693,78.307,54.360,45.640,44.57,0.950,bicubic,-74.207,-44.720,-160
res2net101d.in1k,224,21.613,78.387,51.147,48.853,45.23,0.875,bilinear,-73.227,-47.563,+108
resnetrs152.tf_in1k,256,21.587,78.413,51.360,48.640,86.62,1.000,bicubic,-74.443,-47.690,-195
efficientvit_b2.r224_in1k,224,21.573,78.427,55.253,44.747,24.33,0.950,bicubic,-73.737,-43.537,-3
convnextv2_nano.fcmae_ft_in1k,224,21.547,78.453,55.427,44.573,15.62,0.875,bicubic,-73.883,-43.453,-37
efficientformerv2_s2.snap_dist_in1k,224,21.547,78.453,54.040,45.960,12.71,0.950,bicubic,-73.833,-44.910,-25
cs3sedarknet_l.c2ns_in1k,256,21.427,78.573,55.653,44.347,21.91,0.887,bicubic,-73.443,-43.157,+90
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,21.413,78.587,54.507,45.493,13.42,0.950,bicubic,-73.377,-44.063,+112
tresnet_m.miil_in21k_ft_in1k,224,21.387,78.613,53.520,46.480,31.39,0.875,bilinear,-74.343,-45.510,-128
fastvit_sa12.apple_dist_in1k,256,21.307,78.693,54.600,45.400,11.58,0.900,bicubic,-73.823,-44.210,+29
ecaresnet50t.ra2_in1k,256,21.253,78.747,52.960,47.040,25.57,0.875,bicubic,-73.577,-45.770,+103
resnet50_gn.a1h_in1k,288,21.160,78.840,54.200,45.800,25.56,0.950,bicubic,-74.120,-44.710,-6
maxvit_rmlp_pico_rw_256.sw_in1k,256,21.160,78.840,51.787,48.213,7.52,0.950,bicubic,-73.530,-47.013,+129
swin_tiny_patch4_window7_224.ms_in1k,224,21.120,78.880,55.640,44.360,28.29,0.900,bicubic,-74.050,-43.280,+15
repvit_m1_5.dist_300e_in1k,224,21.107,78.893,54.307,45.693,14.64,0.950,bicubic,-74.593,-44.843,-124
pit_s_224.in1k,224,21.080,78.920,53.547,46.453,23.46,0.900,bicubic,-73.580,-45.173,+136
convmixer_1536_20.in1k,224,20.973,79.027,55.307,44.693,51.63,0.960,bicubic,-74.107,-43.723,+34
cs3darknet_x.c2ns_in1k,256,20.893,79.107,53.467,46.533,35.05,0.950,bicubic,-74.517,-45.373,-42
resnet101.a2_in1k,288,20.880,79.120,51.853,48.147,44.55,1.000,bicubic,-74.540,-47.177,-45
xcit_tiny_12_p8_224.fb_in1k,224,20.827,79.173,51.987,48.013,6.71,1.000,bicubic,-73.853,-46.853,+122
nfnet_l0.ra2_in1k,224,20.760,79.240,55.507,44.493,35.07,0.900,bicubic,-74.670,-43.333,-54
deit_small_distilled_patch16_224.fb_in1k,224,20.733,79.267,54.853,45.147,22.44,0.900,bicubic,-73.977,-43.967,+114
poolformerv2_m36.sail_in1k,224,20.667,79.333,52.987,47.013,56.08,1.000,bicubic,-74.763,-46.103,-54
resnet61q.ra2_in1k,256,20.653,79.347,52.947,47.053,36.85,0.900,bicubic,-74.687,-46.023,-30
resnet51q.ra2_in1k,288,20.600,79.400,55.173,44.827,35.70,1.000,bilinear,-75.280,-43.847,-175
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,20.560,79.440,53.173,46.827,15.25,0.950,bicubic,-74.080,-45.607,+133
regnety_032.tv2_in1k,224,20.547,79.453,54.347,45.653,19.44,0.965,bicubic,-74.753,-44.583,-25
resnet152.a1_in1k,224,20.493,79.507,48.853,51.147,60.19,0.950,bicubic,-74.647,-49.927,+9
resnet152.tv2_in1k,224,20.453,79.547,52.427,47.573,60.19,0.965,bilinear,-75.077,-46.533,-99
ecaresnetlight.miil_in1k,288,20.440,79.560,53.360,46.640,30.16,0.950,bicubic,-74.850,-45.680,-26
sebotnet33ts_256.a1h_in1k,256,20.333,79.667,48.693,51.307,13.70,0.940,bicubic,-74.317,-49.817,+127
resnetrs101.tf_in1k,288,20.307,79.693,52.573,47.427,63.62,0.940,bicubic,-75.113,-46.447,-60
regnety_032.ra_in1k,224,20.173,79.827,52.933,47.067,19.44,0.950,bicubic,-75.227,-46.147,-54
resnest50d_4s2x40d.in1k,224,20.093,79.907,52.800,47.200,30.42,0.875,bicubic,-74.867,-46.020,+42
hgnet_small.paddle_in1k,224,20.040,79.960,52.627,47.373,24.36,0.965,bicubic,-75.070,-46.303,+7
resnetaa50d.sw_in12k_ft_in1k,224,20.027,79.973,54.720,45.280,25.58,0.950,bicubic,-75.333,-44.350,-49
resnetaa50.a1h_in1k,288,20.013,79.987,51.733,48.267,25.56,1.000,bicubic,-75.227,-47.137,-21
hgnet_tiny.ssld_in1k,224,19.987,80.013,54.773,45.227,14.74,0.965,bicubic,-75.723,-44.477,-153
fbnetv3_g.ra2_in1k,240,19.947,80.053,53.720,46.280,16.62,0.950,bilinear,-75.083,-45.340,+26
mobilenetv4_conv_large.e500_r256_in1k,256,19.920,80.080,53.493,46.507,32.59,0.950,bicubic,-75.170,-45.457,+9
xcit_nano_12_p8_384.fb_dist_in1k,384,19.760,80.240,50.560,49.440,3.05,1.000,bicubic,-73.710,-47.950,+342
resnext50_32x4d.a1_in1k,288,19.747,80.253,50.227,49.773,25.03,1.000,bicubic,-75.093,-48.553,+70
hgnetv2_b2.ssld_stage1_in22k_in1k,288,19.693,80.307,55.360,44.640,11.22,1.000,bicubic,-76.117,-43.820,-180
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,19.693,80.307,53.253,46.747,25.03,0.875,bilinear,-75.157,-45.627,+66
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,19.600,80.400,53.227,46.773,11.07,0.950,bicubic,-75.770,-45.633,-62
haloregnetz_b.ra3_in1k,224,19.600,80.400,49.720,50.280,11.68,0.940,bicubic,-75.140,-48.960,+88
regnetz_b16.ra3_in1k,288,19.573,80.427,52.400,47.600,9.72,1.000,bicubic,-75.597,-46.680,-20
resnet51q.ra2_in1k,256,19.560,80.440,53.533,46.467,35.70,0.875,bilinear,-75.930,-45.317,-100
mobilenetv4_conv_medium.e500_r256_in1k,320,19.480,80.520,53.053,46.947,9.72,1.000,bicubic,-75.520,-45.407,+20
resnext101_32x8d.tv2_in1k,176,19.440,80.560,51.893,48.107,88.79,0.875,bilinear,-75.920,-47.157,-64
tresnet_xl.miil_in1k,224,19.347,80.653,52.827,47.173,78.44,0.875,bilinear,-76.093,-46.233,-88
resnetv2_101.a1h_in1k,224,19.320,80.680,48.853,51.147,44.54,0.950,bicubic,-76.360,-50.207,-156
resnet101.a1h_in1k,224,19.280,80.720,49.787,50.213,44.55,0.950,bicubic,-76.090,-49.023,-70
senet154.gluon_in1k,224,19.133,80.867,47.320,52.680,115.09,0.875,bicubic,-75.797,-51.450,+32
rexnet_200.nav_in1k,224,19.040,80.960,52.573,47.427,16.37,0.875,bicubic,-75.930,-46.177,+19
lambda_resnet50ts.a1h_in1k,256,19.027,80.973,48.907,51.093,21.54,0.950,bicubic,-75.813,-49.563,+57
resnet50d.a1_in1k,288,19.027,80.973,48.707,51.293,25.58,1.000,bicubic,-75.723,-49.763,+74
seresnext101_64x4d.gluon_in1k,224,19.013,80.987,48.920,51.080,88.23,0.875,bicubic,-75.927,-49.880,+27
levit_256.fb_dist_in1k,224,19.000,81.000,49.707,50.293,18.89,0.900,bicubic,-76.030,-49.163,+3
levit_conv_256.fb_dist_in1k,224,19.000,81.000,49.707,50.293,18.89,0.900,bicubic,-76.030,-49.163,+5
legacy_senet154.in1k,224,18.947,81.053,47.640,52.360,115.09,0.875,bilinear,-76.153,-51.190,-13
tf_efficientnet_b1.ns_jft_in1k,240,18.920,81.080,51.707,48.293,7.79,0.882,bicubic,-76.230,-47.123,-29
repvgg_b3.rvgg_in1k,224,18.867,81.133,49.840,50.160,123.09,0.875,bilinear,-75.683,-49.070,+121
gcvit_xxtiny.in1k,224,18.800,81.200,53.107,46.893,12.00,0.875,bicubic,-75.580,-45.643,+153
eca_nfnet_l0.ra2_in1k,224,18.760,81.240,53.320,46.680,24.14,0.900,bicubic,-76.530,-45.780,-62
deit_small_patch16_224.fb_in1k,224,18.720,81.280,51.093,48.907,22.05,0.900,bicubic,-75.710,-47.497,+145
mobilevitv2_200.cvnets_in1k,256,18.587,81.413,50.080,49.920,18.45,0.888,bicubic,-76.273,-48.710,+39
edgenext_small.usi_in1k,320,18.547,81.453,53.560,46.440,5.59,1.000,bicubic,-76.873,-45.540,-98
mixer_b16_224.miil_in21k_ft_in1k,224,18.547,81.453,51.213,48.787,59.88,0.875,bilinear,-76.813,-47.767,-80
ecaresnet50t.a2_in1k,288,18.440,81.560,48.760,51.240,25.57,1.000,bicubic,-76.910,-50.090,-81
regnetx_080.tv2_in1k,224,18.413,81.587,50.133,49.867,39.57,0.965,bicubic,-76.697,-48.577,-25
seresnet50.ra2_in1k,288,18.360,81.640,51.067,48.933,28.09,0.950,bicubic,-76.970,-47.833,-77
poolformer_s36.sail_in1k,224,18.293,81.707,52.027,47.973,30.86,0.900,bicubic,-76.817,-46.783,-28
repvit_m3.dist_in1k,224,18.293,81.707,51.680,48.320,10.68,0.950,bicubic,-76.947,-47.300,-60
seresnext50_32x4d.racm_in1k,224,18.240,81.760,50.893,49.107,27.56,0.875,bicubic,-76.790,-47.907,-13
wide_resnet50_2.tv2_in1k,224,18.133,81.867,52.267,47.733,68.88,0.965,bilinear,-76.737,-46.503,+20
ese_vovnet39b.ra_in1k,288,18.080,81.920,49.613,50.387,24.57,0.950,bicubic,-76.810,-49.297,+14
cait_xxs36_224.fb_dist_in1k,224,18.080,81.920,49.267,50.733,17.30,1.000,bicubic,-76.160,-49.443,+168
sehalonet33ts.ra2_in1k,256,18.040,81.960,47.613,52.387,13.69,0.940,bicubic,-76.750,-51.327,+43
mobilenetv4_hybrid_medium.e500_r224_in1k,256,18.013,81.987,51.613,48.387,11.07,1.000,bicubic,-77.457,-47.717,-121
ecaresnet50d.miil_in1k,224,18.000,82.000,51.507,48.493,25.58,0.875,bicubic,-76.630,-47.193,+81
gcresnet50t.ra2_in1k,288,17.947,82.053,49.373,50.627,25.90,1.000,bicubic,-77.333,-49.627,-74
tf_efficientnet_lite4.in1k,380,17.907,82.093,50.307,49.693,13.01,0.920,bilinear,-76.983,-48.713,+7
cs3darknet_l.c2ns_in1k,288,17.853,82.147,51.453,48.547,21.16,0.950,bicubic,-77.287,-46.957,-49
resnet101.a1_in1k,224,17.853,82.147,45.573,54.427,44.55,0.950,bicubic,-76.677,-53.057,+107
resnest50d_1s4x24d.in1k,224,17.627,82.373,49.627,50.373,25.68,0.875,bicubic,-77.133,-49.173,+38
mobilevitv2_175.cvnets_in1k,256,17.600,82.400,49.227,50.773,14.25,0.888,bicubic,-77.270,-49.323,+11
resnet50d.ra2_in1k,288,17.547,82.453,49.880,50.120,25.58,0.950,bicubic,-77.463,-49.090,-22
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,17.547,82.453,49.747,50.253,5.79,1.000,bicubic,-76.083,-48.483,+268
resnetv2_50.a1h_in1k,288,17.533,82.467,49.880,50.120,25.55,1.000,bicubic,-77.297,-48.990,+26
tiny_vit_5m_224.in1k,224,17.520,82.480,49.960,50.040,5.39,0.950,bicubic,-76.760,-48.580,+149
hgnet_tiny.paddle_in1k,288,17.480,82.520,50.853,49.147,14.74,1.000,bicubic,-77.480,-48.207,-15
seresnext101_32x4d.gluon_in1k,224,17.400,82.600,46.493,53.507,48.96,0.875,bicubic,-77.520,-52.387,-4
resnest50d.in1k,224,17.347,82.653,50.547,49.453,27.48,0.875,bilinear,-77.483,-48.323,+21
resnet152.a2_in1k,224,17.347,82.653,45.600,54.400,60.19,0.950,bicubic,-77.603,-53.360,-11
hgnetv2_b2.ssld_stage2_ft_in1k,224,17.293,82.707,51.787,48.213,11.22,0.965,bicubic,-78.247,-46.973,-175
resnet50.c2_in1k,288,17.293,82.707,49.387,50.613,25.56,1.000,bicubic,-77.597,-49.473,-2
inception_v4.tf_in1k,299,17.293,82.707,45.373,54.627,42.68,0.875,bicubic,-77.087,-53.517,+123
dm_nfnet_f0.dm_in1k,192,17.200,82.800,45.027,54.973,71.49,0.900,bicubic,-78.180,-53.893,-117
convnext_pico.d1_in1k,288,17.133,82.867,49.707,50.293,9.05,0.950,bicubic,-77.617,-48.973,+28
tf_efficientnet_b3.ap_in1k,300,17.120,82.880,49.560,50.440,12.23,0.904,bicubic,-78.230,-49.370,-111
efficientnet_el.ra_in1k,300,17.093,82.907,49.893,50.107,10.59,0.904,bicubic,-78.027,-49.097,-62
xcit_tiny_24_p16_224.fb_dist_in1k,224,17.093,82.907,47.427,52.573,12.12,1.000,bicubic,-77.437,-51.373,+85
regnetx_032.tv2_in1k,224,17.000,83.000,48.120,51.880,15.30,0.965,bicubic,-77.660,-50.720,+45
fastvit_s12.apple_dist_in1k,256,16.987,83.013,49.333,50.667,9.47,0.900,bicubic,-77.883,-49.537,-5
gcresnext50ts.ch_in1k,288,16.973,83.027,47.987,52.013,15.67,1.000,bicubic,-77.887,-50.823,-4
xception71.tf_in1k,299,16.893,83.107,45.613,54.387,42.34,0.903,bicubic,-77.437,-53.237,+119
cs3darknet_focus_l.c2ns_in1k,288,16.853,83.147,50.053,49.947,21.15,0.950,bicubic,-78.307,-48.907,-77
hrnet_w18_ssld.paddle_in1k,224,16.827,83.173,46.867,53.133,21.30,0.950,bilinear,-78.533,-52.003,-124
regnety_016.tv2_in1k,224,16.787,83.213,49.840,50.160,11.20,0.965,bicubic,-77.793,-49.060,+65
tf_efficientnet_b3.aa_in1k,300,16.787,83.213,49.187,50.813,12.23,0.904,bicubic,-78.223,-49.723,-42
gc_efficientnetv2_rw_t.agc_in1k,224,16.733,83.267,46.653,53.347,13.68,1.000,bicubic,-78.307,-52.247,-52
resnext101_64x4d.gluon_in1k,224,16.720,83.280,44.027,55.973,83.46,0.875,bicubic,-77.950,-54.623,+35
resmlp_36_224.fb_distilled_in1k,224,16.707,83.293,51.093,48.907,44.69,0.875,bicubic,-78.173,-47.777,-19
convnextv2_pico.fcmae_ft_in1k,288,16.707,83.293,50.000,50.000,9.07,0.950,bicubic,-78.543,-48.800,-104
efficientnetv2_rw_t.ra2_in1k,224,16.707,83.293,47.067,52.933,13.65,1.000,bicubic,-78.273,-51.683,-42
poolformerv2_s36.sail_in1k,224,16.680,83.320,49.267,50.733,30.79,1.000,bicubic,-78.650,-49.743,-120
tf_efficientnetv2_b3.in1k,300,16.587,83.413,48.480,51.520,14.36,0.904,bicubic,-78.593,-50.350,-92
ecaresnet50t.a1_in1k,224,16.520,83.480,47.147,52.853,25.57,0.950,bicubic,-78.160,-51.673,+26
resnet50d.ra4_e3600_r224_in1k,288,16.453,83.547,49.013,50.987,25.58,1.000,bicubic,-78.867,-49.807,-122
inception_resnet_v2.tf_in1k,299,16.453,83.547,44.720,55.280,55.84,0.897,bicubic,-78.117,-54.240,+59
tresnet_l.miil_in1k,224,16.440,83.560,49.573,50.427,55.99,0.875,bilinear,-78.830,-49.437,-114
resnet152s.gluon_in1k,224,16.440,83.560,44.347,55.653,60.32,0.875,bicubic,-78.620,-54.583,-66
convnext_pico_ols.d1_in1k,288,16.347,83.653,49.267,50.733,9.06,1.000,bicubic,-78.293,-49.503,+36
resnet101.tv2_in1k,224,16.333,83.667,48.333,51.667,44.55,0.965,bilinear,-78.957,-50.597,-119
gcresnet50t.ra2_in1k,256,16.320,83.680,48.320,51.680,25.90,0.900,bicubic,-78.540,-50.530,-22
resnet152d.gluon_in1k,224,16.320,83.680,44.080,55.920,60.21,0.875,bicubic,-78.500,-54.680,-8
fastvit_sa12.apple_in1k,256,16.307,83.693,49.387,50.613,11.58,0.900,bicubic,-78.583,-49.423,-35
convnext_nano.d1h_in1k,224,16.293,83.707,47.440,52.560,15.59,0.950,bicubic,-78.637,-51.230,-42
gernet_l.idstcv_in1k,256,16.253,83.747,46.773,53.227,31.08,0.875,bilinear,-78.857,-52.257,-86
resmlp_24_224.fb_distilled_in1k,224,16.227,83.773,49.947,50.053,30.02,0.875,bicubic,-78.223,-48.823,+77
mobilevitv2_150.cvnets_in1k,256,16.227,83.773,47.960,52.040,10.59,0.888,bicubic,-78.303,-50.740,+57
convnext_nano_ols.d1h_in1k,224,16.200,83.800,47.893,52.107,15.65,0.950,bicubic,-78.540,-50.727,+1
seresnet50.a1_in1k,288,16.173,83.827,46.853,53.147,28.09,1.000,bicubic,-78.497,-51.867,+13
wide_resnet50_2.racm_in1k,224,16.133,83.867,48.093,51.907,68.88,0.875,bicubic,-78.947,-50.877,-83
inception_resnet_v2.tf_ens_adv_in1k,299,16.120,83.880,43.333,56.667,55.84,0.897,bicubic,-78.100,-55.267,+113
resnetv2_50d_evos.ah_in1k,224,16.107,83.893,46.467,53.533,25.59,0.950,bicubic,-78.863,-52.523,-62
repvgg_b3g4.rvgg_in1k,224,16.067,83.933,47.480,52.520,83.83,0.875,bilinear,-78.453,-51.340,+55
gmlp_s16_224.ra3_in1k,224,16.067,83.933,44.707,55.293,19.42,0.875,bicubic,-78.093,-53.793,+128
gcresnext50ts.ch_in1k,256,16.053,83.947,46.160,53.840,15.67,0.900,bicubic,-78.477,-52.560,+49
resnetv2_50d_gn.ah_in1k,224,16.053,83.947,46.133,53.867,25.57,0.950,bicubic,-78.697,-52.537,-13
xcit_tiny_24_p16_224.fb_in1k,224,16.053,83.947,45.267,54.733,12.12,1.000,bicubic,-78.027,-53.243,+140
repvit_m1_1.dist_450e_in1k,224,16.040,83.960,49.120,50.880,8.80,0.950,bicubic,-78.850,-49.800,-52
ecaresnet101d_pruned.miil_in1k,224,15.907,84.093,48.573,51.427,24.88,0.875,bicubic,-79.163,-50.407,-91
mobilenetv4_hybrid_medium.e500_r224_in1k,224,15.893,84.107,47.973,52.027,11.07,0.950,bicubic,-78.967,-50.827,-38
ecaresnet50d_pruned.miil_in1k,288,15.880,84.120,49.653,50.347,19.94,0.950,bicubic,-79.230,-49.257,-104
efficientnet_b1.ra4_e3600_r240_in1k,288,15.880,84.120,48.693,51.307,7.79,1.000,bicubic,-79.440,-50.277,-148
xception65.tf_in1k,299,15.880,84.120,43.480,56.520,39.92,0.903,bicubic,-77.890,-55.140,+193
resnet50.a1_in1k,288,15.853,84.147,45.627,54.373,25.56,1.000,bicubic,-78.947,-53.123,-30
resnet50.fb_ssl_yfcc100m_ft_in1k,224,15.840,84.160,49.333,50.667,25.56,0.875,bilinear,-78.650,-49.587,+52
edgenext_small_rw.sw_in1k,320,15.800,84.200,49.520,50.480,7.83,1.000,bicubic,-78.880,-49.060,-8
resnext50_32x4d.ra_in1k,288,15.733,84.267,46.920,53.080,25.03,0.950,bicubic,-78.967,-51.720,-14
fastvit_t12.apple_dist_in1k,256,15.627,84.373,47.640,52.360,7.55,0.900,bicubic,-78.993,-50.920,+14
resnet50.c1_in1k,288,15.613,84.387,47.107,52.893,25.56,1.000,bicubic,-79.177,-51.813,-33
ecaresnet26t.ra2_in1k,320,15.520,84.480,47.947,52.053,16.01,0.950,bicubic,-78.780,-50.833,+77
regnety_320.pycls_in1k,224,15.493,84.507,44.587,55.413,145.05,0.875,bicubic,-79.097,-54.083,+15
vit_base_patch32_384.augreg_in1k,384,15.493,84.507,43.733,56.267,88.30,1.000,bicubic,-78.147,-54.937,+199
coat_tiny.in1k,224,15.467,84.533,45.600,54.400,5.50,0.900,bicubic,-78.113,-52.820,+208
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,15.440,84.560,47.960,52.040,9.72,1.000,bicubic,-79.430,-51.000,-60
convmixer_768_32.in1k,224,15.387,84.613,47.613,52.387,21.11,0.960,bicubic,-79.113,-51.237,+37
edgenext_small.usi_in1k,256,15.320,84.680,48.360,51.640,5.59,0.950,bicubic,-79.630,-50.210,-79
resnet50d.a2_in1k,288,15.320,84.680,44.547,55.453,25.58,1.000,bicubic,-79.270,-54.303,+10
resnet50.d_in1k,288,15.320,84.680,44.493,55.507,25.56,1.000,bicubic,-79.640,-54.377,-80
ecaresnetlight.miil_in1k,224,15.227,84.773,45.600,54.400,30.16,0.875,bicubic,-79.533,-53.260,-37
cs3darknet_l.c2ns_in1k,256,15.213,84.787,48.640,51.360,21.16,0.887,bicubic,-79.337,-50.140,+18
resnext50d_32x4d.bt_in1k,288,15.213,84.787,45.933,54.067,25.05,0.950,bicubic,-79.327,-52.757,+20
skresnext50_32x4d.ra_in1k,224,15.187,84.813,44.560,55.440,27.48,0.875,bicubic,-79.073,-53.910,+76
repvit_m1_0.dist_450e_in1k,224,15.027,84.973,46.653,53.347,7.30,0.950,bicubic,-79.513,-52.227,+16
fastvit_s12.apple_in1k,256,15.027,84.973,45.000,55.000,9.47,0.900,bicubic,-79.193,-53.640,+82
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,15.027,84.973,42.333,57.667,119.42,0.900,bicubic,-78.723,-55.767,+173
seresnet33ts.ra2_in1k,288,15.013,84.987,47.067,52.933,19.78,1.000,bicubic,-80.027,-51.773,-113
resnext50_32x4d.a2_in1k,288,15.013,84.987,45.080,54.920,25.03,1.000,bicubic,-79.547,-53.560,+11
efficientvit_b1.r288_in1k,288,15.000,85.000,46.333,53.667,9.10,1.000,bicubic,-79.480,-52.457,+31
eca_resnet33ts.ra2_in1k,288,14.987,85.013,48.600,51.400,19.68,1.000,bicubic,-79.663,-50.260,-21
hgnetv2_b2.ssld_stage1_in22k_in1k,224,14.947,85.053,48.347,51.653,11.22,0.965,bicubic,-80.273,-50.533,-156
vit_base_patch16_224.augreg_in1k,224,14.907,85.093,41.893,58.107,86.57,0.900,bicubic,-78.723,-56.347,+181
cait_xxs24_224.fb_dist_in1k,224,14.880,85.120,44.533,55.467,11.96,1.000,bicubic,-78.700,-53.907,+188
regnetz_b16.ra3_in1k,224,14.827,85.173,45.800,54.200,9.72,0.940,bicubic,-79.733,-53.080,+3
levit_192.fb_dist_in1k,224,14.693,85.307,44.640,55.360,10.95,0.900,bicubic,-79.487,-53.900,+80
levit_conv_192.fb_dist_in1k,224,14.680,85.320,44.653,55.347,10.95,0.900,bicubic,-79.500,-53.887,+80
res2net50d.in1k,224,14.653,85.347,44.400,55.600,25.72,0.875,bilinear,-79.647,-53.960,+53
seresnet50.a2_in1k,288,14.653,85.347,44.147,55.853,28.09,1.000,bicubic,-80.027,-54.633,-38
poolformerv2_s24.sail_in1k,224,14.640,85.360,45.973,54.027,21.34,1.000,bicubic,-80.010,-52.857,-28
convnextv2_pico.fcmae_ft_in1k,224,14.627,85.373,45.840,54.160,9.07,0.875,bicubic,-79.833,-52.780,+23
gcresnet33ts.ra2_in1k,288,14.573,85.427,46.013,53.987,19.88,1.000,bicubic,-80.347,-52.767,-97
repvit_m1_1.dist_300e_in1k,224,14.547,85.453,46.800,53.200,8.80,0.950,bicubic,-80.213,-52.180,-61
cs3darknet_focus_l.c2ns_in1k,256,14.480,85.520,46.507,53.493,21.15,0.887,bicubic,-80.180,-52.303,-37
darknet53.c2ns_in1k,288,14.440,85.560,46.813,53.187,41.61,1.000,bicubic,-80.180,-51.967,-23
efficientnet_el_pruned.in1k,300,14.413,85.587,45.827,54.173,10.59,0.904,bicubic,-79.967,-52.733,+30
coat_lite_mini.in1k,224,14.400,85.600,44.533,55.467,11.01,0.900,bicubic,-79.650,-53.707,+95
rexnet_150.nav_in1k,224,14.373,85.627,46.440,53.560,9.73,0.875,bicubic,-80.107,-52.110,+12
resnet50.tv2_in1k,224,14.333,85.667,46.747,53.253,25.56,0.965,bilinear,-80.327,-52.033,-41
resnext50_32x4d.a1h_in1k,224,14.320,85.680,44.000,56.000,25.03,0.950,bicubic,-80.220,-54.600,-6
efficientnet_b2.ra_in1k,288,14.307,85.693,45.827,54.173,9.11,1.000,bicubic,-80.313,-52.973,-24
seresnet33ts.ra2_in1k,256,14.280,85.720,45.840,54.160,19.78,0.900,bicubic,-80.580,-52.880,-92
darknetaa53.c2ns_in1k,288,14.120,85.880,44.880,55.120,36.02,1.000,bilinear,-80.400,-53.790,-1
poolformer_s24.sail_in1k,224,14.107,85.893,47.040,52.960,21.39,0.900,bicubic,-80.473,-51.620,-23
repvit_m2.dist_in1k,224,14.053,85.947,46.320,53.680,8.80,0.950,bicubic,-80.697,-52.380,-68
seresnet50.ra2_in1k,224,14.053,85.947,45.413,54.587,28.09,0.875,bicubic,-80.517,-53.387,-19
pvt_v2_b1.in1k,224,14.027,85.973,47.360,52.640,14.01,0.900,bicubic,-79.793,-51.300,+129
mobilevitv2_125.cvnets_in1k,256,14.000,86.000,44.280,55.720,7.48,0.888,bicubic,-79.990,-54.300,+100
eca_resnet33ts.ra2_in1k,256,13.987,86.013,47.027,52.973,19.68,0.900,bicubic,-80.213,-51.313,+50
gernet_m.idstcv_in1k,224,13.973,86.027,45.893,54.107,21.14,0.875,bilinear,-80.677,-52.597,-49
fbnetv3_d.ra2_in1k,256,13.920,86.080,46.040,53.960,10.31,0.950,bilinear,-79.990,-52.700,+108
resnet101.a2_in1k,224,13.907,86.093,42.960,57.040,44.55,0.950,bicubic,-80.793,-55.800,-65
legacy_seresnext101_32x4d.in1k,224,13.867,86.133,42.587,57.413,48.96,0.875,bilinear,-80.503,-55.893,+15
resnext101_32x4d.gluon_in1k,224,13.667,86.333,41.467,58.533,44.18,0.875,bicubic,-80.863,-57.053,-16
gcresnet33ts.ra2_in1k,256,13.640,86.360,44.813,55.187,19.88,0.900,bicubic,-80.860,-53.967,-9
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,13.627,86.373,45.427,54.573,8.46,0.950,bicubic,-81.333,-53.643,-129
edgenext_small_rw.sw_in1k,256,13.600,86.400,45.907,54.093,7.83,0.900,bicubic,-80.330,-52.643,+98
mobilenetv4_conv_medium.e500_r256_in1k,256,13.600,86.400,44.893,55.107,9.72,0.950,bicubic,-80.700,-53.637,+19
dpn68b.ra_in1k,288,13.600,86.400,39.867,60.133,12.61,1.000,bicubic,-80.380,-58.673,+92
mobilenet_edgetpu_v2_m,256,13.587,86.413,45.427,54.573,8.46,0.950,bicubic,-81.373,-53.383,-132
efficientnet_b2.ra_in1k,256,13.587,86.413,44.200,55.800,9.11,0.875,bicubic,-80.423,-54.280,+83
fastvit_t12.apple_in1k,256,13.587,86.413,43.253,56.747,7.55,0.900,bicubic,-80.403,-55.307,+87
hgnet_tiny.paddle_in1k,224,13.573,86.427,44.000,56.000,14.74,0.965,bicubic,-80.717,-54.750,+20
pit_xs_distilled_224.in1k,224,13.507,86.493,45.107,54.893,11.00,0.900,bicubic,-80.263,-53.313,+121
wide_resnet101_2.tv2_in1k,176,13.453,86.547,40.907,59.093,126.89,0.875,bilinear,-81.017,-57.873,-12
darknet53.c2ns_in1k,256,13.440,86.560,44.720,55.280,41.61,0.887,bicubic,-80.870,-54.140,+9
seresnext50_32x4d.gluon_in1k,224,13.440,86.560,43.440,56.560,27.56,0.875,bicubic,-80.920,-55.180,+3
resmlp_36_224.fb_in1k,224,13.427,86.573,46.253,53.747,44.69,0.875,bicubic,-80.773,-52.407,+33
ecaresnet50t.a2_in1k,224,13.400,86.600,42.493,57.507,25.57,0.950,bicubic,-81.100,-56.147,-22
mobilenetv4_conv_medium.e500_r224_in1k,256,13.373,86.627,45.067,54.933,9.72,1.000,bicubic,-81.387,-53.863,-97
eca_botnext26ts_256.c1_in1k,256,13.360,86.640,42.267,57.733,10.59,0.950,bicubic,-80.450,-56.233,+108
resnet50_gn.a1h_in1k,224,13.333,86.667,42.773,57.227,25.56,0.940,bicubic,-80.997,-55.927,0
repvgg_b2g4.rvgg_in1k,224,13.240,86.760,43.440,56.560,61.76,0.875,bilinear,-80.630,-54.950,+93
resnet152.a3_in1k,224,13.240,86.760,42.773,57.227,60.19,0.950,bicubic,-81.480,-55.917,-92
regnetx_320.pycls_in1k,224,13.173,86.827,40.280,59.720,107.81,0.875,bicubic,-81.267,-58.450,-18
resnet50.b1k_in1k,288,13.147,86.853,43.773,56.227,25.56,1.000,bicubic,-81.713,-54.907,-125
ese_vovnet39b.ra_in1k,224,13.133,86.867,43.733,56.267,24.57,0.875,bicubic,-80.967,-54.947,+46
visformer_tiny.in1k,224,13.133,86.867,43.573,56.427,10.32,0.900,bicubic,-80.457,-55.127,+133
resnet50d.a1_in1k,224,13.133,86.867,41.227,58.773,25.58,0.950,bicubic,-81.167,-57.513,+3
vit_small_patch16_224.augreg_in1k,224,13.067,86.933,40.987,59.013,22.05,0.900,bicubic,-80.833,-57.643,+83
cspresnext50.ra_in1k,256,13.040,86.960,45.053,54.947,20.57,0.887,bilinear,-81.790,-53.857,-117
efficientnet_b3_pruned.in1k,300,13.027,86.973,44.893,55.107,9.86,0.904,bicubic,-81.593,-54.007,-66
mobilevit_s.cvnets_in1k,256,13.013,86.987,40.827,59.173,5.58,0.900,bicubic,-80.197,-57.643,+181
mixnet_xl.ra_in1k,224,12.973,87.027,43.133,56.867,11.90,0.875,bicubic,-81.227,-55.507,+20
efficientformerv2_s1.snap_dist_in1k,224,12.960,87.040,42.400,57.600,6.19,0.950,bicubic,-81.140,-56.270,+37
nf_regnet_b1.ra2_in1k,288,12.907,87.093,43.907,56.093,10.22,0.900,bicubic,-81.243,-54.833,+32
efficientformer_l1.snap_dist_in1k,224,12.893,87.107,45.147,54.853,12.29,0.950,bicubic,-81.607,-53.673,-42
eca_halonext26ts.c1_in1k,256,12.893,87.107,42.200,57.800,10.76,0.940,bicubic,-81.157,-56.300,+45
resnext50_32x4d.a1_in1k,224,12.893,87.107,40.813,59.187,25.03,0.950,bicubic,-81.177,-57.387,+39
resnet101d.gluon_in1k,224,12.773,87.227,41.333,58.667,44.57,0.875,bicubic,-81.477,-57.217,+1
regnetx_016.tv2_in1k,224,12.720,87.280,45.173,54.827,9.19,0.965,bicubic,-81.450,-53.567,+17
repvit_m1_0.dist_300e_in1k,224,12.720,87.280,44.187,55.813,7.30,0.950,bicubic,-81.610,-54.453,-21
pit_xs_224.in1k,224,12.707,87.293,42.600,57.400,10.62,0.900,bicubic,-80.413,-55.710,+184
hgnetv2_b1.ssld_stage2_ft_in1k,288,12.600,87.400,46.733,53.267,6.34,1.000,bicubic,-81.970,-52.027,-69
resnetblur50.bt_in1k,288,12.573,87.427,44.280,55.720,25.56,0.950,bicubic,-81.897,-54.400,-43
resnet50.b2k_in1k,288,12.560,87.440,43.760,56.240,25.56,1.000,bicubic,-82.150,-55.260,-113
tf_efficientnet_b3.in1k,300,12.560,87.440,43.213,56.787,12.23,0.904,bicubic,-82.080,-55.557,-88
crossvit_9_dagger_240.in1k,240,12.560,87.440,41.387,58.613,8.78,0.875,bicubic,-80.380,-56.823,+201
resnext50_32x4d.tv2_in1k,224,12.533,87.467,42.853,57.147,25.03,0.965,bilinear,-82.087,-55.857,-84
inception_v3.gluon_in1k,299,12.533,87.467,40.213,59.787,23.83,0.875,bicubic,-80.957,-58.327,+128
resmlp_24_224.fb_in1k,224,12.467,87.533,43.413,56.587,30.02,0.875,bicubic,-81.553,-55.197,+41
tresnet_m.miil_in1k,224,12.467,87.533,41.707,58.293,31.39,0.875,bilinear,-82.153,-57.043,-83
wide_resnet50_2.tv2_in1k,176,12.453,87.547,43.467,56.533,68.88,0.875,bilinear,-81.747,-55.173,-3
efficientnet_b1.ra4_e3600_r240_in1k,240,12.427,87.573,43.933,56.067,7.79,0.900,bicubic,-82.413,-54.687,-147
efficientvit_b1.r256_in1k,256,12.427,87.573,41.840,58.160,9.10,1.000,bicubic,-81.613,-56.700,+33
darknetaa53.c2ns_in1k,256,12.413,87.587,42.760,57.240,36.02,0.887,bilinear,-81.487,-55.870,+55
regnety_120.pycls_in1k,224,12.387,87.613,41.840,58.160,51.82,0.875,bicubic,-82.133,-57.120,-66
ecaresnet26t.ra2_in1k,256,12.253,87.747,42.640,57.360,16.01,0.875,bicubic,-81.587,-56.010,+64
coat_lite_tiny.in1k,224,12.253,87.747,41.080,58.920,5.72,0.900,bicubic,-81.007,-57.310,+153
resnet50.a1h_in1k,224,12.240,87.760,43.707,56.293,25.56,1.000,bicubic,-82.530,-54.973,-140
convnext_femto_ols.d1_in1k,288,12.240,87.760,43.507,56.493,5.23,0.950,bicubic,-81.660,-54.953,+49
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,12.227,87.773,42.987,57.013,9.72,0.950,bicubic,-82.063,-55.813,-28
resnetaa50.a1h_in1k,224,12.213,87.787,42.360,57.640,25.56,0.950,bicubic,-82.417,-56.520,-102
regnety_160.pycls_in1k,224,12.187,87.813,41.133,58.867,83.59,0.875,bicubic,-82.193,-57.697,-49
resnet50.a2_in1k,288,12.053,87.947,40.093,59.907,25.56,1.000,bicubic,-82.597,-58.797,-112
efficientnet_em.ra2_in1k,240,11.987,88.013,43.640,56.360,6.90,0.882,bicubic,-81.853,-55.170,+54
resnet101s.gluon_in1k,224,11.987,88.013,40.800,59.200,44.67,0.875,bicubic,-82.753,-58.020,-137
hgnetv2_b1.ssld_stage1_in22k_in1k,288,11.960,88.040,45.333,54.667,6.34,1.000,bicubic,-82.620,-53.547,-96
convnext_pico.d1_in1k,224,11.947,88.053,43.453,56.547,9.05,0.875,bicubic,-82.113,-55.037,+10
hrnet_w64.ms_in1k,224,11.920,88.080,40.773,59.227,128.06,0.875,bilinear,-82.100,-57.557,+22
resnetrs101.tf_in1k,192,11.920,88.080,38.707,61.293,63.62,0.940,bicubic,-82.780,-60.003,-135
resnet101.a3_in1k,224,11.787,88.213,40.280,59.720,44.55,0.950,bicubic,-82.263,-58.190,+9
xcit_tiny_12_p16_224.fb_dist_in1k,224,11.747,88.253,39.853,60.147,6.72,1.000,bicubic,-81.653,-58.357,+117
resnet50d.ra2_in1k,224,11.733,88.267,42.200,57.800,25.58,0.875,bicubic,-82.567,-56.520,-46
xception41.tf_in1k,299,11.707,88.293,38.707,61.293,26.97,0.903,bicubic,-81.713,-59.703,+112
nf_resnet50.ra2_in1k,288,11.693,88.307,45.347,54.653,25.56,0.940,bicubic,-82.927,-53.463,-114
cspdarknet53.ra_in1k,256,11.693,88.307,43.240,56.760,27.64,0.887,bilinear,-82.977,-55.560,-135
ecaresnet50t.a3_in1k,224,11.693,88.307,40.907,59.093,25.57,0.950,bicubic,-82.707,-57.763,-64
efficientnet_b0.ra4_e3600_r224_in1k,256,11.640,88.360,40.907,59.093,5.29,1.000,bicubic,-82.230,-57.693,+39
gmixer_24_224.ra3_in1k,224,11.627,88.373,37.267,62.733,24.72,0.875,bicubic,-81.243,-60.623,+175
convnextv2_femto.fcmae_ft_in1k,288,11.600,88.400,40.600,59.400,5.23,0.950,bicubic,-82.600,-58.170,-29
vit_small_patch32_224.augreg_in21k_ft_in1k,224,11.587,88.413,39.533,60.467,22.88,0.900,bicubic,-80.493,-58.717,+251
fbnetv3_b.ra2_in1k,256,11.560,88.440,44.067,55.933,8.60,0.950,bilinear,-82.440,-54.563,+13
botnet26t_256.c1_in1k,256,11.507,88.493,39.760,60.240,12.49,0.950,bicubic,-82.013,-58.670,+86
dla102x2.in1k,224,11.453,88.547,41.133,58.867,41.28,0.875,bilinear,-82.557,-57.327,+9
resnet50.ra_in1k,288,11.440,88.560,41.147,58.853,25.56,0.950,bicubic,-82.780,-57.423,-42
seresnet50.a1_in1k,224,11.400,88.600,39.107,60.893,28.09,0.950,bicubic,-82.630,-59.313,+4
xcit_nano_12_p16_384.fb_dist_in1k,384,11.387,88.613,39.573,60.427,3.05,1.000,bicubic,-80.513,-58.467,+261
regnety_080.pycls_in1k,224,11.373,88.627,40.733,59.267,39.18,0.875,bicubic,-82.807,-57.947,-35
efficientvit_b1.r224_in1k,224,11.373,88.627,39.973,60.027,9.10,0.950,bicubic,-82.147,-58.357,+80
levit_128.fb_dist_in1k,224,11.360,88.640,39.747,60.253,9.21,0.900,bicubic,-82.030,-58.863,+104
mobilenet_edgetpu_v2_m,224,11.347,88.653,42.013,57.987,8.46,0.900,bicubic,-82.953,-56.577,-62
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,11.320,88.680,42.120,57.880,8.46,0.900,bicubic,-83.000,-56.460,-69
resnet152.tv2_in1k,176,11.320,88.680,38.067,61.933,60.19,0.875,bilinear,-82.770,-60.473,-19
fbnetv3_d.ra2_in1k,224,11.307,88.693,41.053,58.947,10.31,0.950,bilinear,-82.133,-57.577,+87
levit_conv_128.fb_dist_in1k,224,11.293,88.707,39.720,60.280,9.21,0.900,bicubic,-82.077,-58.660,+100
efficientnet_b2_pruned.in1k,260,11.280,88.720,41.840,58.160,8.31,0.890,bicubic,-82.860,-56.670,-29
lambda_resnet26t.c1_in1k,256,11.280,88.720,39.973,60.027,10.96,0.940,bicubic,-82.590,-58.637,+20
tf_efficientnet_el.in1k,300,11.253,88.747,41.440,58.560,10.59,0.904,bicubic,-83.147,-57.160,-88
seresnext26t_32x4d.bt_in1k,288,11.187,88.813,40.747,59.253,16.81,0.950,bicubic,-82.383,-57.653,+65
tf_efficientnetv2_b3.in1k,240,11.187,88.813,39.160,60.840,14.36,0.904,bicubic,-83.393,-59.680,-127
dpn92.mx_in1k,224,11.120,88.880,39.440,60.560,37.67,0.875,bicubic,-83.160,-59.310,-66
convnext_femto.d1_in1k,288,11.107,88.893,42.560,57.440,5.22,0.950,bicubic,-82.813,-55.710,+3
tf_efficientnet_b0.ns_jft_in1k,224,11.093,88.907,39.907,60.093,5.29,0.875,bicubic,-82.597,-58.723,+41
mobilenetv4_conv_medium.e500_r224_in1k,224,11.067,88.933,40.480,59.520,9.72,0.950,bicubic,-83.143,-58.220,-57
resnet152c.gluon_in1k,224,11.053,88.947,36.787,63.213,60.21,0.875,bicubic,-83.107,-61.843,-45
ecaresnet50d_pruned.miil_in1k,224,11.027,88.973,42.053,57.947,19.94,0.875,bicubic,-83.233,-56.647,-69
mobilevitv2_100.cvnets_in1k,256,11.027,88.973,40.133,59.867,4.90,0.888,bicubic,-82.263,-58.117,+101
xcit_tiny_12_p16_224.fb_in1k,224,10.947,89.053,36.893,63.107,6.72,1.000,bicubic,-81.633,-61.357,+181
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,10.933,89.067,39.427,60.573,6.36,1.000,bicubic,-81.117,-58.863,+224
inception_v3.tf_adv_in1k,299,10.933,89.067,36.760,63.240,23.83,0.875,bicubic,-81.967,-61.450,+143
resnet50d.ra4_e3600_r224_in1k,224,10.893,89.107,40.387,59.613,25.58,0.950,bicubic,-83.737,-58.193,-152
hrnet_w48.ms_in1k,224,10.893,89.107,39.973,60.027,77.47,0.875,bilinear,-83.047,-58.627,-9
tf_efficientnetv2_b2.in1k,260,10.840,89.160,39.413,60.587,10.10,0.890,bicubic,-83.590,-59.287,-105
halonet26t.a1h_in1k,256,10.840,89.160,38.627,61.373,12.48,0.950,bicubic,-83.210,-59.903,-31
regnety_008_tv.tv2_in1k,224,10.827,89.173,40.613,59.387,6.43,0.965,bicubic,-82.863,-57.877,+29
inception_v3.tf_in1k,299,10.827,89.173,36.507,63.493,23.83,0.875,bicubic,-82.523,-62.043,+83
nf_regnet_b1.ra2_in1k,256,10.813,89.187,40.413,59.587,10.22,0.900,bicubic,-82.607,-57.807,+68
mobileone_s4.apple_in1k,224,10.787,89.213,38.453,61.547,14.95,0.900,bilinear,-82.983,-59.797,+18
dpn107.mx_in1k,224,10.747,89.253,38.040,61.960,86.92,0.875,bicubic,-83.623,-60.600,-101
resnet50.c2_in1k,224,10.733,89.267,39.000,61.000,25.56,0.950,bicubic,-83.547,-59.660,-83
resnetv2_50.a1h_in1k,224,10.720,89.280,39.267,60.733,25.55,0.950,bicubic,-83.730,-59.443,-116
resnet34d.ra2_in1k,288,10.707,89.293,38.987,61.013,21.82,0.950,bicubic,-82.943,-59.523,+26
convnext_pico_ols.d1_in1k,224,10.693,89.307,40.560,59.440,9.06,0.950,bicubic,-83.347,-57.810,-38
resnext50_32x4d.ra_in1k,224,10.667,89.333,40.227,59.773,25.03,0.875,bicubic,-83.443,-58.103,-54
xcit_nano_12_p8_224.fb_dist_in1k,224,10.640,89.360,37.987,62.013,3.05,1.000,bicubic,-81.480,-60.183,+202
seresnext26d_32x4d.bt_in1k,288,10.627,89.373,40.960,59.040,16.81,0.950,bicubic,-82.813,-57.480,+57
resnext50d_32x4d.bt_in1k,224,10.533,89.467,39.373,60.627,25.05,0.875,bicubic,-83.687,-59.217,-83
tf_efficientnet_b2.ap_in1k,260,10.427,89.573,39.720,60.280,9.11,0.890,bicubic,-84.073,-58.920,-131
repvit_m0_9.dist_450e_in1k,224,10.347,89.653,40.027,59.973,5.49,0.950,bicubic,-83.263,-58.483,+27
dpn131.mx_in1k,224,10.347,89.653,36.653,63.347,79.25,0.875,bicubic,-83.683,-61.867,-42
hrnet_w44.ms_in1k,224,10.320,89.680,39.320,60.680,67.06,0.875,bilinear,-83.270,-59.380,+28
densenetblur121d.ra_in1k,288,10.307,89.693,39.520,60.480,8.00,0.950,bicubic,-82.323,-58.740,+152
rexnet_130.nav_in1k,224,10.293,89.707,41.467,58.533,7.56,0.875,bicubic,-83.627,-56.933,-27
convnextv2_femto.fcmae_ft_in1k,224,10.293,89.707,38.533,61.467,5.23,0.875,bicubic,-83.097,-59.957,+59
xcit_nano_12_p8_224.fb_in1k,224,10.213,89.787,37.173,62.827,3.05,1.000,bicubic,-80.747,-60.587,+254
resnext101_32x8d.tv_in1k,224,10.133,89.867,37.733,62.267,88.79,0.875,bilinear,-83.677,-60.667,-9
seresnet50.a2_in1k,224,10.107,89.893,38.413,61.587,28.09,0.950,bicubic,-83.853,-60.217,-35
resnet101.tv2_in1k,176,10.093,89.907,37.253,62.747,44.55,0.875,bilinear,-83.697,-61.197,-6
resnetrs50.tf_in1k,224,10.080,89.920,37.267,62.733,35.69,0.910,bicubic,-84.210,-61.373,-105
regnetx_160.pycls_in1k,224,10.040,89.960,37.773,62.227,54.28,0.875,bicubic,-84.120,-60.967,-82
regnety_064.pycls_in1k,224,10.027,89.973,38.960,61.040,30.58,0.875,bicubic,-84.133,-59.630,-82
lambda_resnet26rpt_256.c1_in1k,256,10.027,89.973,37.560,62.440,10.99,0.940,bicubic,-83.703,-60.930,-1
dpn98.mx_in1k,224,9.987,90.013,35.973,64.027,61.57,0.875,bicubic,-84.173,-62.747,-81
resnet50.a1_in1k,224,9.973,90.027,38.000,62.000,25.56,0.950,bicubic,-84.437,-60.430,-135
resnet33ts.ra2_in1k,288,9.960,90.040,39.293,60.707,19.68,1.000,bicubic,-84.200,-59.167,-84
efficientnet_b1.ft_in1k,256,9.947,90.053,37.307,62.693,7.79,1.000,bicubic,-83.333,-60.933,+63
legacy_xception.tf_in1k,299,9.933,90.067,37.880,62.120,22.86,0.897,bicubic,-83.537,-60.650,+31
resnext50_32x4d.a3_in1k,224,9.907,90.093,37.613,62.387,25.03,0.950,bicubic,-83.743,-60.957,+1
legacy_seresnext50_32x4d.in1k,224,9.893,90.107,38.960,61.040,27.56,0.875,bilinear,-83.837,-59.630,-9
inception_v3.tv_in1k,299,9.893,90.107,35.040,64.960,23.83,0.875,bicubic,-82.887,-62.910,+113
efficientnet_b0.ra4_e3600_r224_in1k,224,9.880,90.120,38.120,61.880,5.29,0.900,bicubic,-83.360,-60.250,+61
resnext50_32x4d.a2_in1k,224,9.840,90.160,37.067,62.933,25.03,0.950,bicubic,-84.210,-61.583,-68
resnet152.gluon_in1k,224,9.747,90.253,35.920,64.080,60.19,0.875,bicubic,-84.413,-62.690,-89
tf_efficientnet_b2.aa_in1k,260,9.680,90.320,38.880,61.120,9.11,0.890,bicubic,-84.720,-59.830,-142
resnet50.c1_in1k,224,9.640,90.360,37.547,62.453,25.56,0.950,bicubic,-84.390,-61.163,-67
tf_efficientnet_cc_b1_8e.in1k,240,9.613,90.387,36.960,63.040,39.72,0.882,bicubic,-84.307,-61.570,-49
tf_efficientnet_lite3.in1k,300,9.587,90.413,39.147,60.853,8.20,0.904,bilinear,-84.613,-59.533,-105
resnet50d.a2_in1k,224,9.560,90.440,37.680,62.320,25.58,0.950,bicubic,-84.540,-60.800,-85
hgnetv2_b1.ssld_stage2_ft_in1k,224,9.547,90.453,39.613,60.387,6.34,0.965,bicubic,-84.333,-59.037,-46
fbnetv3_b.ra2_in1k,224,9.493,90.507,38.840,61.160,8.60,0.950,bilinear,-83.807,-59.590,+46
res2net101_26w_4s.in1k,224,9.427,90.573,34.427,65.573,45.21,0.875,bilinear,-84.323,-63.933,-23
resnet50.ram_in1k,288,9.413,90.587,35.373,64.627,25.56,0.950,bicubic,-85.107,-63.387,-170
cspresnet50.ra_in1k,256,9.360,90.640,39.667,60.333,21.62,0.887,bilinear,-84.440,-58.953,-33
nf_resnet50.ra2_in1k,256,9.320,90.680,40.347,59.653,25.56,0.940,bicubic,-84.830,-58.343,-99
resnet50.tv2_in1k,176,9.320,90.680,38.787,61.213,25.56,0.875,bilinear,-84.470,-59.603,-34
resnet50.d_in1k,224,9.280,90.720,35.533,64.467,25.56,0.950,bicubic,-84.780,-62.897,-87
legacy_seresnet152.in1k,224,9.253,90.747,37.040,62.960,66.82,0.875,bilinear,-84.187,-61.320,+15
resnet34.a1_in1k,288,9.253,90.747,34.533,65.467,21.80,1.000,bicubic,-83.847,-63.957,+61
hrnet_w40.ms_in1k,224,9.187,90.813,36.600,63.400,57.56,0.875,bilinear,-84.323,-61.760,+2
repvit_m0_9.dist_300e_in1k,224,9.173,90.827,38.347,61.653,5.49,0.950,bicubic,-84.257,-60.383,+14
regnetx_120.pycls_in1k,224,9.093,90.907,36.907,63.093,46.11,0.875,bicubic,-85.147,-61.743,-129
dpn68b.ra_in1k,224,9.080,90.920,33.707,66.293,12.61,0.950,bicubic,-84.320,-64.793,+18
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,9.053,90.947,34.160,65.840,5.72,0.900,bicubic,-82.717,-63.780,+182
resnet32ts.ra2_in1k,288,9.040,90.960,38.107,61.893,17.96,1.000,bicubic,-84.790,-60.553,-53
resnext50_32x4d.gluon_in1k,224,9.040,90.960,36.213,63.787,25.03,0.875,bicubic,-84.790,-62.197,-51
regnety_040.pycls_in1k,224,9.013,90.987,37.147,62.853,20.65,0.875,bicubic,-84.867,-61.563,-62
vit_base_patch16_224.sam_in1k,224,9.013,90.987,36.053,63.947,86.57,0.900,bicubic,-85.137,-62.577,-111
resnest26d.gluon_in1k,224,9.000,91.000,37.533,62.467,17.07,0.875,bilinear,-84.390,-60.847,+14
resnet33ts.ra2_in1k,256,8.973,91.027,38.227,61.773,19.68,0.900,bicubic,-84.637,-60.293,-23
crossvit_tiny_240.in1k,240,8.960,91.040,34.333,65.667,7.01,0.875,bicubic,-81.270,-63.257,+234
bat_resnext26ts.ch_in1k,256,8.920,91.080,36.000,64.000,10.73,0.900,bicubic,-84.400,-62.350,+23
mixnet_l.ft_in1k,224,8.867,91.133,36.253,63.747,7.33,0.875,bicubic,-84.553,-62.007,+6
seresnext26d_32x4d.bt_in1k,224,8.840,91.160,36.467,63.533,16.81,0.875,bicubic,-83.890,-61.793,+90
gcresnext26ts.ch_in1k,288,8.813,91.187,36.733,63.267,10.48,1.000,bicubic,-84.377,-61.557,+33
hgnetv2_b0.ssld_stage1_in22k_in1k,288,8.800,91.200,39.160,60.840,6.00,1.000,bicubic,-84.790,-59.350,-27
efficientvit_m5.r224_in1k,224,8.800,91.200,34.440,65.560,12.47,0.875,bicubic,-83.640,-63.550,+116
seresnext26t_32x4d.bt_in1k,224,8.787,91.213,36.560,63.440,16.81,0.875,bicubic,-84.053,-61.790,+68
rexnet_100.nav_in1k,224,8.787,91.213,36.227,63.773,4.80,0.875,bicubic,-84.243,-62.083,+49
hgnetv2_b1.ssld_stage1_in22k_in1k,224,8.773,91.227,38.293,61.707,6.34,0.965,bicubic,-84.867,-60.097,-39
resnet50d.a3_in1k,224,8.773,91.227,36.600,63.400,25.58,0.950,bicubic,-84.747,-61.720,-24
hrnet_w18.ms_aug_in1k,224,8.707,91.293,38.987,61.013,21.30,0.950,bilinear,-84.803,-59.513,-21
convit_tiny.fb_in1k,224,8.693,91.307,34.080,65.920,5.71,0.875,bicubic,-81.927,-63.660,+213
mobilenetv3_large_100.miil_in21k_ft_in1k,224,8.693,91.307,32.467,67.533,5.48,0.875,bilinear,-83.557,-65.183,+125
hrnet_w30.ms_in1k,224,8.667,91.333,37.027,62.973,37.71,0.875,bilinear,-84.533,-61.383,+22
resnet50.bt_in1k,288,8.640,91.360,38.413,61.587,25.56,0.950,bicubic,-85.670,-60.227,-170
levit_128s.fb_dist_in1k,224,8.627,91.373,32.827,67.173,7.78,0.900,bicubic,-83.313,-65.303,+147
levit_conv_128s.fb_dist_in1k,224,8.627,91.373,32.827,67.173,7.78,0.900,bicubic,-83.313,-65.243,+149
resnet50.a1h_in1k,176,8.613,91.387,35.533,64.467,25.56,0.900,bicubic,-84.957,-62.977,-35
ghostnetv2_160.in1k,224,8.587,91.413,36.533,63.467,12.39,0.875,bicubic,-84.423,-61.697,+41
gcresnext26ts.ch_in1k,256,8.587,91.413,35.533,64.467,10.48,0.900,bicubic,-84.173,-62.697,+67
hgnetv2_b0.ssld_stage2_ft_in1k,288,8.573,91.427,39.133,60.867,6.00,1.000,bicubic,-85.247,-59.227,-77
repvit_m1.dist_in1k,224,8.547,91.453,36.800,63.200,5.49,0.950,bicubic,-84.773,-61.620,-1
eca_resnext26ts.ch_in1k,288,8.547,91.453,36.427,63.573,10.30,1.000,bicubic,-84.553,-61.873,+25
efficientnet_b1.ft_in1k,224,8.547,91.453,34.147,65.853,7.79,0.875,bicubic,-83.883,-64.133,+102
resnet32ts.ra2_in1k,256,8.480,91.520,36.933,63.067,17.96,0.900,bicubic,-85.030,-61.667,-32
dla169.in1k,224,8.453,91.547,35.960,64.040,53.39,0.875,bilinear,-84.877,-62.550,-7
mixer_b16_224.goog_in21k_ft_in1k,224,8.427,91.573,29.267,70.733,59.88,0.875,bicubic,-83.433,-67.933,+144
tf_efficientnet_b2.in1k,260,8.413,91.587,36.320,63.680,9.11,0.890,bicubic,-85.717,-62.130,-139
convnext_atto_ols.a2_in1k,288,8.400,91.600,34.787,65.213,3.70,0.950,bicubic,-84.690,-63.503,+21
tf_efficientnet_b1.ap_in1k,240,8.387,91.613,35.147,64.853,7.79,0.882,bicubic,-85.333,-63.213,-67
resnetblur50.bt_in1k,224,8.360,91.640,37.440,62.560,25.56,0.875,bicubic,-85.620,-60.910,-112
repvgg_b2.rvgg_in1k,224,8.280,91.720,36.027,63.973,89.02,0.875,bilinear,-85.220,-62.473,-37
legacy_seresnet101.in1k,224,8.240,91.760,35.707,64.293,49.33,0.875,bilinear,-85.070,-62.773,-8
crossvit_9_240.in1k,240,8.240,91.760,34.120,65.880,8.55,0.875,bicubic,-82.420,-63.580,+186
ese_vovnet19b_dw.ra_in1k,288,8.213,91.787,37.160,62.840,6.54,0.950,bicubic,-84.957,-61.110,+4
resnet50.b1k_in1k,224,8.213,91.787,35.133,64.867,25.56,0.950,bicubic,-85.817,-63.487,-126
dla102x.in1k,224,8.173,91.827,36.760,63.240,26.31,0.875,bilinear,-85.327,-61.980,-41
eca_resnext26ts.ch_in1k,256,8.120,91.880,35.733,64.267,10.30,0.900,bicubic,-84.510,-62.507,+65
resmlp_12_224.fb_distilled_in1k,224,8.107,91.893,36.627,63.373,15.35,0.875,bicubic,-84.713,-61.503,+41
cs3darknet_m.c2ns_in1k,288,7.947,92.053,36.240,63.760,9.31,0.950,bicubic,-85.403,-61.820,-24
hrnet_w32.ms_in1k,224,7.933,92.067,37.253,62.747,41.23,0.875,bilinear,-85.587,-61.207,-54
seresnext26ts.ch_in1k,288,7.920,92.080,35.973,64.027,10.39,1.000,bicubic,-85.060,-62.227,+20
resnet50.b2k_in1k,224,7.907,92.093,35.320,64.680,25.56,0.950,bicubic,-86.183,-63.130,-148
poolformerv2_s12.sail_in1k,224,7.893,92.107,34.467,65.533,11.89,1.000,bicubic,-85.067,-63.893,+22
resnet101c.gluon_in1k,224,7.880,92.120,32.920,67.080,44.57,0.875,bicubic,-85.800,-65.520,-79
repghostnet_200.in1k,224,7.853,92.147,36.747,63.253,9.80,0.875,bicubic,-85.657,-61.813,-54
resnet26t.ra2_in1k,320,7.853,92.147,36.320,63.680,16.01,1.000,bicubic,-85.327,-62.180,-9
vit_base_patch32_224.augreg_in1k,224,7.840,92.160,30.293,69.707,88.22,0.900,bicubic,-83.360,-67.087,+148
resnet50d.gluon_in1k,224,7.813,92.187,34.760,65.240,25.58,0.875,bicubic,-85.977,-63.740,-97
res2net50_26w_8s.in1k,224,7.813,92.187,33.053,66.947,48.40,0.875,bilinear,-85.587,-65.127,-38
efficientformerv2_s0.snap_dist_in1k,224,7.800,92.200,32.947,67.053,3.60,0.950,bicubic,-84.170,-64.943,+108
dla60_res2next.in1k,224,7.787,92.213,34.667,65.333,17.03,0.875,bilinear,-85.393,-63.743,-13
mobilevitv2_075.cvnets_in1k,256,7.773,92.227,33.400,66.600,2.87,0.888,bicubic,-83.977,-64.460,+124
convnext_femto_ols.d1_in1k,224,7.747,92.253,36.453,63.547,5.23,0.875,bicubic,-85.323,-61.827,-2
fastvit_t8.apple_dist_in1k,256,7.747,92.253,34.427,65.573,4.03,0.900,bicubic,-84.793,-63.603,+60
tf_efficientnetv2_b1.in1k,240,7.733,92.267,34.333,65.667,8.14,0.882,bicubic,-86.227,-64.057,-135
deit_tiny_distilled_patch16_224.fb_in1k,224,7.720,92.280,33.507,66.493,5.91,0.900,bicubic,-83.040,-64.063,+161
regnety_032.pycls_in1k,224,7.693,92.307,34.040,65.960,19.44,0.875,bicubic,-85.747,-64.310,-58
mobilevit_xs.cvnets_in1k,256,7.667,92.333,32.440,67.560,2.32,0.900,bicubic,-83.183,-65.500,+155
densenetblur121d.ra_in1k,224,7.653,92.347,34.347,65.653,8.00,0.875,bicubic,-84.277,-63.633,+106
convnextv2_atto.fcmae_ft_in1k,288,7.640,92.360,32.680,67.320,3.71,0.950,bicubic,-85.330,-65.460,+4
convnext_atto.d2_in1k,288,7.547,92.453,34.773,65.227,3.70,0.950,bicubic,-85.223,-63.277,+24
tf_efficientnetv2_b2.in1k,208,7.547,92.453,32.973,67.027,10.10,0.890,bicubic,-86.273,-65.787,-117
resnext50_32x4d.tv2_in1k,176,7.533,92.467,33.680,66.320,25.03,0.875,bilinear,-86.087,-64.620,-89
dla60_res2net.in1k,224,7.507,92.493,34.587,65.413,20.85,0.875,bilinear,-85.643,-63.823,-24
resnet50.a2_in1k,224,7.507,92.493,33.240,66.760,25.56,0.950,bicubic,-86.343,-65.100,-127
resnet152.a3_in1k,160,7.400,92.600,31.573,68.427,60.19,0.950,bicubic,-86.230,-67.027,-93
regnetx_064.pycls_in1k,224,7.387,92.613,34.320,65.680,26.21,0.875,bicubic,-86.513,-64.310,-137
hardcorenas_e.miil_green_in1k,224,7.373,92.627,33.360,66.640,8.07,0.875,bilinear,-85.197,-64.770,+41
resnet50.ra_in1k,224,7.320,92.680,34.867,65.133,25.56,0.875,bicubic,-86.030,-63.753,-54
wide_resnet101_2.tv_in1k,224,7.320,92.680,33.733,66.267,126.89,0.875,bilinear,-86.440,-64.787,-115
resnet34.a2_in1k,288,7.320,92.680,31.800,68.200,21.80,1.000,bicubic,-85.430,-66.450,+21
efficientnet_b1_pruned.in1k,240,7.267,92.733,34.373,65.627,6.33,0.882,bicubic,-85.523,-63.677,+9
regnetx_008.tv2_in1k,224,7.227,92.773,34.173,65.827,7.26,0.965,bicubic,-85.363,-64.007,+32
efficientnet_b0.ra_in1k,224,7.227,92.773,33.933,66.067,5.29,0.875,bicubic,-85.443,-64.547,+26
resnet101.gluon_in1k,224,7.213,92.787,32.720,67.280,44.55,0.875,bicubic,-86.517,-65.680,-114
deit_tiny_patch16_224.fb_in1k,224,7.213,92.787,30.627,69.373,5.72,0.900,bicubic,-82.477,-66.873,+170
densenet121.ra_in1k,288,7.200,92.800,35.307,64.693,7.98,0.950,bicubic,-85.350,-62.883,+34
tf_efficientnet_cc_b0_8e.in1k,224,7.187,92.813,31.973,68.027,24.01,0.875,bicubic,-85.643,-66.277,-2
tf_efficientnet_b1.aa_in1k,240,7.160,92.840,33.027,66.973,7.79,0.882,bicubic,-86.350,-65.503,-86
resnet50s.gluon_in1k,224,7.120,92.880,33.133,66.867,25.68,0.875,bicubic,-86.550,-65.327,-114
edgenext_x_small.in1k,288,7.107,92.893,30.587,69.413,2.34,1.000,bicubic,-84.633,-67.003,+96
tf_mixnet_l.in1k,224,7.080,92.920,31.573,68.427,7.33,0.875,bicubic,-86.210,-66.457,-55
resmlp_12_224.fb_in1k,224,7.067,92.933,33.867,66.133,15.35,0.875,bicubic,-85.143,-64.283,+56
convmixer_1024_20_ks9_p14.in1k,224,7.013,92.987,32.720,67.280,24.38,0.960,bicubic,-85.417,-65.100,+38
seresnext26ts.ch_in1k,256,6.987,93.013,34.693,65.307,10.39,0.900,bicubic,-85.733,-63.487,+8
hardcorenas_f.miil_green_in1k,224,6.973,93.027,33.947,66.053,8.20,0.875,bilinear,-85.997,-64.113,-23
cs3darknet_focus_m.c2ns_in1k,288,6.960,93.040,34.387,65.613,9.30,0.950,bicubic,-86.030,-63.973,-27
pit_ti_distilled_224.in1k,224,6.933,93.067,30.800,69.200,5.10,0.900,bicubic,-83.837,-66.850,+128
hgnetv2_b0.ssld_stage1_in22k_in1k,224,6.827,93.173,33.587,66.413,6.00,0.965,bicubic,-85.643,-64.833,+29
fastvit_t8.apple_in1k,256,6.800,93.200,33.453,66.547,4.03,0.900,bicubic,-85.360,-64.567,+53
convnext_femto.d1_in1k,224,6.787,93.213,35.093,64.907,5.22,0.875,bicubic,-86.143,-63.157,-23
convnextv2_atto.fcmae_ft_in1k,224,6.773,93.227,30.827,69.173,3.71,0.875,bicubic,-85.357,-66.923,+53
mixnet_m.ft_in1k,224,6.707,93.293,32.040,67.960,5.01,0.875,bicubic,-85.713,-65.830,+31
selecsls60b.in1k,224,6.653,93.347,33.053,66.947,32.77,0.875,bicubic,-86.677,-65.327,-76
tinynet_a.in1k,192,6.653,93.347,32.707,67.293,6.19,0.875,bicubic,-85.827,-65.333,+22
dpn68b.mx_in1k,224,6.653,93.347,32.600,67.400,12.61,0.875,bicubic,-86.167,-65.840,-18
ghostnetv2_130.in1k,224,6.653,93.347,32.600,67.400,8.96,0.875,bicubic,-85.667,-65.470,+36
efficientnet_es.ra_in1k,224,6.627,93.373,34.333,65.667,5.44,0.875,bicubic,-86.573,-64.077,-64
ese_vovnet19b_dw.ra_in1k,224,6.613,93.387,33.173,66.827,6.54,0.875,bicubic,-85.667,-64.817,+35
mobileone_s3.apple_in1k,224,6.600,93.400,32.000,68.000,10.17,0.900,bilinear,-86.310,-66.180,-30
poolformer_s12.sail_in1k,224,6.560,93.440,34.227,65.773,11.92,0.900,bicubic,-86.090,-63.953,-1
res2net50_26w_6s.in1k,224,6.547,93.453,31.493,68.507,37.05,0.875,bilinear,-86.873,-67.107,-96
hardcorenas_d.miil_green_in1k,224,6.533,93.467,32.133,67.867,7.50,0.875,bilinear,-85.927,-65.897,+16
legacy_seresnext26_32x4d.in1k,224,6.520,93.480,33.027,66.973,16.79,0.875,bicubic,-86.120,-65.083,-3
dla60x.in1k,224,6.453,93.547,33.973,66.027,17.35,0.875,bilinear,-86.647,-64.457,-59
tf_efficientnet_b1.in1k,240,6.440,93.560,32.133,67.867,7.79,0.882,bicubic,-86.650,-66.337,-56
cs3darknet_m.c2ns_in1k,256,6.427,93.573,33.467,66.533,9.31,0.887,bicubic,-86.243,-64.613,-10
repghostnet_150.in1k,224,6.427,93.573,32.133,67.867,6.58,0.875,bicubic,-85.943,-66.177,+22
skresnet34.ra_in1k,224,6.413,93.587,31.493,68.507,22.28,0.875,bicubic,-85.967,-66.647,+18
regnetx_080.pycls_in1k,224,6.400,93.600,32.307,67.693,39.57,0.875,bicubic,-87.450,-66.213,-173
resnet34d.ra2_in1k,224,6.373,93.627,31.640,68.360,21.82,0.875,bicubic,-86.357,-66.530,-20
hgnetv2_b0.ssld_stage2_ft_in1k,224,6.360,93.640,33.253,66.747,6.00,0.965,bicubic,-86.460,-64.897,-35
regnety_004.tv2_in1k,224,6.347,93.653,30.413,69.587,4.34,0.965,bicubic,-85.273,-67.667,+69
resnet50.a3_in1k,224,6.333,93.667,31.547,68.453,25.56,0.950,bicubic,-86.437,-66.623,-30
repvgg_b1.rvgg_in1k,224,6.320,93.680,33.613,66.387,57.42,0.875,bilinear,-87.010,-64.657,-96
ecaresnet50t.a3_in1k,160,6.280,93.720,30.360,69.640,25.57,0.950,bicubic,-86.790,-68.040,-63
resnet18.fb_swsl_ig1b_ft_in1k,224,6.227,93.773,31.280,68.720,11.69,0.875,bilinear,-84.433,-66.460,+103
resnet101.a3_in1k,160,6.200,93.800,28.880,71.120,44.55,0.950,bicubic,-86.840,-69.270,-64
edgenext_x_small.in1k,256,6.160,93.840,29.627,70.373,2.34,0.900,bicubic,-84.980,-67.923,+82
resnet26d.bt_in1k,288,6.147,93.853,32.853,67.147,16.01,0.950,bicubic,-86.343,-65.367,-5
pit_ti_224.in1k,224,6.093,93.907,30.040,69.960,4.85,0.900,bicubic,-83.857,-67.400,+118
legacy_seresnet50.in1k,224,6.067,93.933,32.387,67.613,28.09,0.875,bilinear,-86.913,-66.023,-60
resnet152.tv_in1k,224,6.053,93.947,31.467,68.533,60.19,0.875,bilinear,-87.277,-67.133,-103
tf_efficientnet_cc_b0_4e.in1k,224,6.013,93.987,29.520,70.480,13.31,0.875,bicubic,-86.617,-68.570,-20
resnet26t.ra2_in1k,256,5.960,94.040,31.720,68.280,16.01,0.940,bicubic,-86.790,-66.270,-37
mobilenetv1_125.ra4_e3600_r224_in1k,256,5.960,94.040,30.400,69.600,6.27,1.000,bicubic,-86.720,-67.820,-28
mixer_l16_224.goog_in21k_ft_in1k,224,5.920,94.080,18.200,81.800,208.20,0.875,bicubic,-81.260,-75.320,+156
tf_efficientnetv2_b0.in1k,224,5.907,94.093,30.787,69.213,7.14,0.875,bicubic,-87.223,-67.573,-84
wide_resnet50_2.tv_in1k,224,5.880,94.120,31.867,68.133,68.88,0.875,bilinear,-87.330,-66.453,-96
dla102.in1k,224,5.853,94.147,32.733,67.267,33.27,0.875,bilinear,-87.227,-65.807,-79
resnet50.ram_in1k,224,5.800,94.200,29.080,70.920,25.56,0.875,bicubic,-88.010,-69.500,-183
regnetx_040.pycls_in1k,224,5.787,94.213,31.213,68.787,22.12,0.875,bicubic,-87.763,-67.357,-149
resnetrs50.tf_in1k,160,5.787,94.213,27.653,72.347,35.69,0.910,bicubic,-87.143,-70.607,-63
convnext_atto_ols.a2_in1k,224,5.760,94.240,29.453,70.547,3.70,0.875,bicubic,-86.170,-68.647,+32
selecsls60.in1k,224,5.747,94.253,32.347,67.653,30.67,0.875,bicubic,-87.283,-65.843,-80
resnet50.bt_in1k,224,5.680,94.320,31.893,68.107,25.56,0.875,bicubic,-87.580,-66.377,-107
regnety_016.pycls_in1k,224,5.600,94.400,30.493,69.507,11.20,0.875,bicubic,-87.540,-67.847,-95
hardcorenas_c.miil_green_in1k,224,5.600,94.400,30.133,69.867,5.52,0.875,bilinear,-86.440,-67.707,+16
hrnet_w18_small_v2.gluon_in1k,224,5.587,94.413,31.853,68.147,15.60,0.875,bicubic,-87.183,-66.557,-56
res2next50.in1k,224,5.533,94.467,30.640,69.360,24.67,0.875,bilinear,-87.367,-67.500,-69
resnext50_32x4d.a3_in1k,160,5.520,94.480,27.853,72.147,25.03,0.950,bicubic,-87.170,-70.137,-46
seresnet50.a3_in1k,224,5.507,94.493,30.213,69.787,28.09,0.950,bicubic,-86.593,-67.827,+6
cs3darknet_focus_m.c2ns_in1k,256,5.467,94.533,31.867,68.133,9.30,0.887,bicubic,-86.913,-66.513,-17
resnet34.a1_in1k,224,5.467,94.533,27.600,72.400,21.80,0.950,bicubic,-86.643,-70.180,+3
ghostnetv2_100.in1k,224,5.453,94.547,28.827,71.173,6.16,0.875,bicubic,-85.407,-68.873,+67
hrnet_w18.ms_in1k,224,5.427,94.573,30.827,69.173,21.30,0.875,bilinear,-86.943,-67.233,-18
tf_efficientnet_lite2.in1k,260,5.373,94.627,30.987,69.013,6.09,0.890,bicubic,-87.307,-67.253,-51
resnest14d.gluon_in1k,224,5.333,94.667,28.560,71.440,10.61,0.875,bilinear,-86.387,-69.610,+32
tf_efficientnet_b0.ap_in1k,224,5.307,94.693,28.853,71.147,5.29,0.875,bicubic,-86.953,-69.167,-13
resnext26ts.ra2_in1k,288,5.293,94.707,29.400,70.600,10.30,1.000,bicubic,-86.867,-68.490,-8
efficientvit_m4.r224_in1k,224,5.280,94.720,27.773,72.227,8.80,0.875,bicubic,-85.320,-69.817,+74
tf_efficientnetv2_b1.in1k,192,5.267,94.733,28.320,71.680,8.14,0.882,bicubic,-87.873,-70.070,-109
gernet_s.idstcv_in1k,224,5.253,94.747,30.013,69.987,8.17,0.875,bilinear,-86.897,-68.197,-9
tf_efficientnet_em.in1k,240,5.213,94.787,30.653,69.347,6.90,0.882,bicubic,-87.737,-67.557,-88
resnet34.bt_in1k,288,5.200,94.800,29.307,70.693,21.80,0.950,bicubic,-87.210,-68.843,-31
xcit_nano_12_p16_224.fb_dist_in1k,224,5.200,94.800,26.693,73.307,3.05,1.000,bicubic,-84.460,-70.397,+94
tf_efficientnet_b0.aa_in1k,224,5.187,94.813,29.053,70.947,5.29,0.875,bicubic,-87.093,-69.047,-22
efficientvit_m3.r224_in1k,224,5.187,94.813,27.453,72.547,6.90,0.875,bicubic,-84.693,-70.087,+85
densenet121.ra_in1k,224,5.173,94.827,29.533,70.467,7.98,0.875,bicubic,-86.447,-68.377,+22
repvgg_b1g4.rvgg_in1k,224,5.147,94.853,30.467,69.533,39.97,0.875,bilinear,-87.863,-67.943,-102
convnext_atto.d2_in1k,224,5.120,94.880,28.880,71.120,3.70,0.875,bicubic,-86.650,-69.160,+14
mobilenetv1_100h.ra4_e3600_r224_in1k,256,5.093,94.907,28.480,71.520,5.28,0.950,bicubic,-87.137,-69.520,-24
res2net50_26w_4s.in1k,224,5.067,94.933,29.040,70.960,25.70,0.875,bilinear,-87.463,-69.030,-50
mobilenetv3_large_100.ra_in1k,224,5.067,94.933,28.053,71.947,5.48,0.875,bicubic,-86.273,-69.647,+28
tf_mixnet_m.in1k,224,5.040,94.960,28.320,71.680,5.01,0.875,bicubic,-87.300,-69.560,-35
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,4.973,95.027,26.813,73.187,6.34,0.900,bicubic,-84.257,-70.407,+89
hardcorenas_a.miil_green_in1k,224,4.960,95.040,27.947,72.053,5.26,0.875,bilinear,-86.400,-69.893,+21
mixnet_s.ft_in1k,224,4.920,95.080,28.840,71.160,4.13,0.875,bicubic,-87.030,-68.840,-8
mobilenetv1_125.ra4_e3600_r224_in1k,224,4.920,95.080,28.053,71.947,6.27,0.900,bicubic,-87.030,-69.977,-10
regnetx_004_tv.tv2_in1k,224,4.920,95.080,27.467,72.533,5.50,0.965,bicubic,-85.710,-70.133,+55
res2net50_14w_8s.in1k,224,4.893,95.107,28.347,71.653,25.06,0.875,bilinear,-87.827,-69.953,-77
regnetx_032.pycls_in1k,224,4.880,95.120,29.907,70.093,15.30,0.875,bicubic,-88.260,-68.193,-131
repghostnet_130.in1k,224,4.840,95.160,29.480,70.520,5.48,0.875,bicubic,-87.040,-68.450,-4
tf_efficientnetv2_b0.in1k,192,4.827,95.173,26.613,73.387,7.14,0.875,bicubic,-87.463,-71.587,-41
mobilenetv3_rw.rmsp_in1k,224,4.813,95.187,29.520,70.480,5.48,0.875,bicubic,-86.507,-68.110,+17
hardcorenas_b.miil_green_in1k,224,4.813,95.187,27.760,72.240,5.18,0.875,bilinear,-87.027,-70.170,-4
resnet50c.gluon_in1k,224,4.800,95.200,27.760,72.240,25.58,0.875,bicubic,-88.220,-70.600,-120
xcit_nano_12_p16_224.fb_in1k,224,4.800,95.200,25.253,74.747,3.05,1.000,bicubic,-83.800,-71.577,+89
resnext26ts.ra2_in1k,256,4.693,95.307,28.800,71.200,10.30,0.900,bicubic,-87.147,-68.970,-9
mobilenetv4_conv_small.e2400_r224_in1k,256,4.693,95.307,26.987,73.013,3.77,0.950,bicubic,-86.327,-70.683,+25
resnext50_32x4d.tv_in1k,224,4.680,95.320,29.840,70.160,25.03,0.875,bilinear,-88.070,-68.420,-93
selecsls42b.in1k,224,4.667,95.333,28.373,71.627,32.46,0.875,bicubic,-87.633,-69.767,-50
densenet161.tv_in1k,224,4.627,95.373,29.453,70.547,28.68,0.875,bicubic,-87.953,-68.837,-76
mobilenetv1_100.ra4_e3600_r224_in1k,256,4.600,95.400,27.067,72.933,4.23,0.950,bicubic,-87.490,-70.753,-34
resnet101.tv_in1k,224,4.560,95.440,29.013,70.987,44.55,0.875,bilinear,-88.250,-69.217,-105
mobileone_s2.apple_in1k,224,4.480,95.520,28.867,71.133,7.88,0.900,bilinear,-88.350,-69.303,-112
tf_efficientnet_lite1.in1k,240,4.480,95.520,28.320,71.680,5.42,0.882,bicubic,-88.120,-69.720,-81
mobilenetv2_120d.ra_in1k,224,4.467,95.533,29.107,70.893,5.83,0.875,bicubic,-88.013,-68.973,-71
tf_efficientnet_b0.in1k,224,4.413,95.587,26.760,73.240,5.29,0.875,bicubic,-87.677,-71.160,-40
resnet34.a2_in1k,224,4.387,95.613,24.400,75.600,21.80,0.950,bicubic,-87.343,-73.370,-12
resnet50d.a3_in1k,160,4.373,95.627,26.160,73.840,25.58,0.950,bicubic,-88.067,-71.890,-71
pvt_v2_b0.in1k,224,4.347,95.653,25.707,74.293,3.67,0.900,bicubic,-84.433,-71.163,+73
vit_base_patch32_224.sam_in1k,224,4.307,95.693,24.307,75.693,88.22,0.900,bicubic,-85.443,-72.673,+51
tinynet_b.in1k,188,4.253,95.747,26.800,73.200,3.73,0.875,bicubic,-86.657,-70.870,+16
mobilenetv4_conv_small.e1200_r224_in1k,256,4.240,95.760,26.133,73.867,3.77,0.950,bicubic,-86.400,-71.377,+27
mobilenetv1_100h.ra4_e3600_r224_in1k,224,4.227,95.773,25.760,74.240,5.28,0.875,bicubic,-87.153,-72.050,-9
repghostnet_111.in1k,224,4.213,95.787,26.307,73.693,4.54,0.875,bicubic,-86.537,-71.153,+21
fbnetc_100.rmsp_in1k,224,4.213,95.787,25.880,74.120,5.57,0.875,bilinear,-86.567,-71.340,+16
edgenext_xx_small.in1k,288,4.187,95.813,23.880,76.120,1.33,1.000,bicubic,-84.683,-72.800,+64
mobilenetv1_100.ra4_e3600_r224_in1k,224,4.173,95.827,25.160,74.840,4.23,0.875,bicubic,-87.007,-72.610,-3
resnet50.am_in1k,224,4.133,95.867,28.360,71.640,25.56,0.875,bicubic,-89.857,-70.160,-284
efficientnet_es_pruned.in1k,224,4.120,95.880,26.800,73.200,5.44,0.875,bicubic,-87.070,-70.940,-6
resnet50.gluon_in1k,224,4.053,95.947,26.800,73.200,25.56,0.875,bicubic,-88.497,-71.410,-91
resnet26d.bt_in1k,224,4.040,95.960,28.360,71.640,16.01,0.875,bicubic,-88.010,-69.600,-51
densenet201.tv_in1k,224,3.987,96.013,27.267,72.733,20.01,0.875,bicubic,-88.773,-71.013,-118
tf_mixnet_s.in1k,224,3.947,96.053,25.280,74.720,4.13,0.875,bicubic,-87.573,-72.310,-23
semnasnet_100.rmsp_in1k,224,3.933,96.067,26.880,73.120,3.89,0.875,bicubic,-87.427,-70.660,-18
mobilevitv2_050.cvnets_in1k,256,3.933,96.067,23.667,76.333,1.37,0.888,bicubic,-84.317,-73.303,+68
resnet26.bt_in1k,288,3.907,96.093,28.133,71.867,16.00,0.950,bicubic,-88.123,-70.067,-55
dpn68.mx_in1k,224,3.907,96.093,25.587,74.413,12.61,0.875,bicubic,-88.083,-72.423,-53
repvgg_a2.rvgg_in1k,224,3.853,96.147,27.307,72.693,28.21,0.875,bilinear,-88.087,-70.763,-49
tf_efficientnet_es.in1k,224,3.840,96.160,26.093,73.907,5.44,0.875,bicubic,-88.140,-71.767,-55
semnasnet_075.rmsp_in1k,224,3.813,96.187,26.600,73.400,2.91,0.875,bicubic,-86.277,-70.810,+22
resnet18.a1_in1k,288,3.813,96.187,23.000,77.000,11.69,1.000,bicubic,-85.907,-74.100,+32
mobilevit_xxs.cvnets_in1k,256,3.800,96.200,22.133,77.867,1.27,0.900,bicubic,-83.360,-73.967,+69
edgenext_xx_small.in1k,256,3.760,96.240,23.480,76.520,1.33,0.900,bicubic,-84.610,-73.220,+56
regnety_008.pycls_in1k,224,3.747,96.253,26.867,73.133,6.26,0.875,bicubic,-87.973,-71.003,-40
resnet18d.ra2_in1k,288,3.747,96.253,25.760,74.240,11.71,0.950,bicubic,-86.563,-71.800,+14
resnet18.fb_ssl_yfcc100m_ft_in1k,224,3.747,96.253,25.293,74.707,11.69,0.875,bilinear,-86.503,-72.267,+14
densenet169.tv_in1k,224,3.720,96.280,25.573,74.427,14.15,0.875,bicubic,-88.240,-72.517,-62
mobilenetv4_conv_small.e1200_r224_in1k,224,3.720,96.280,24.467,75.533,3.77,0.875,bicubic,-86.200,-72.703,+21
mobilenetv2_140.ra_in1k,224,3.653,96.347,26.467,73.533,6.11,0.875,bicubic,-88.177,-71.413,-51
tf_mobilenetv3_large_100.in1k,224,3.653,96.347,24.987,75.013,5.48,0.875,bilinear,-87.567,-72.673,-30
mobilenetv4_conv_small.e2400_r224_in1k,224,3.653,96.347,24.413,75.587,3.77,0.875,bicubic,-86.417,-72.867,+16
dla60.in1k,224,3.640,96.360,28.013,71.987,22.04,0.875,bilinear,-88.560,-70.087,-85
res2net50_48w_2s.in1k,224,3.600,96.400,26.187,73.813,25.29,0.875,bilinear,-88.960,-71.883,-116
efficientvit_m2.r224_in1k,224,3.560,96.440,21.627,78.373,4.19,0.875,bicubic,-84.900,-75.283,+42
efficientnet_lite0.ra_in1k,224,3.547,96.453,26.320,73.680,4.65,0.875,bicubic,-87.593,-71.320,-29
repghostnet_100.in1k,224,3.547,96.453,24.293,75.707,4.07,0.875,bicubic,-86.773,-73.197,+1
regnetx_016.pycls_in1k,224,3.533,96.467,26.347,73.653,9.19,0.875,bicubic,-88.647,-71.853,-92
regnety_006.pycls_in1k,224,3.533,96.467,25.107,74.893,6.06,0.875,bicubic,-87.907,-72.653,-48
spnasnet_100.rmsp_in1k,224,3.533,96.467,24.387,75.613,4.42,0.875,bilinear,-86.787,-72.803,0
seresnet50.a3_in1k,160,3.533,96.467,22.627,77.373,28.09,0.950,bicubic,-87.467,-74.933,-25
ghostnet_100.in1k,224,3.400,96.600,25.187,74.813,5.18,0.875,bicubic,-86.800,-72.063,-1
resnet34.a3_in1k,224,3.400,96.600,23.240,76.760,21.80,0.950,bicubic,-86.520,-74.000,+8
resnet50.a3_in1k,160,3.373,96.627,23.600,76.400,25.56,0.950,bicubic,-88.057,-74.030,-51
legacy_seresnet34.in1k,224,3.320,96.680,23.707,76.293,21.96,0.875,bilinear,-87.600,-73.863,-28
resnet18.a2_in1k,288,3.307,96.693,22.253,77.747,11.69,1.000,bicubic,-86.273,-74.697,+13
resnet34.bt_in1k,224,3.253,96.747,24.413,75.587,21.80,0.875,bicubic,-87.917,-73.157,-40
dla34.in1k,224,3.240,96.760,23.667,76.333,15.74,0.875,bilinear,-87.530,-73.983,-25
efficientvit_b0.r224_in1k,224,3.227,96.773,19.427,80.573,3.41,0.950,bicubic,-84.753,-76.653,+36
tinynet_c.in1k,184,3.213,96.787,21.413,78.587,2.46,0.875,bicubic,-84.577,-74.957,+37
mobilenetv2_110d.ra_in1k,224,3.133,96.867,24.787,75.213,4.52,0.875,bicubic,-87.867,-72.623,-38
mnasnet_100.rmsp_in1k,224,3.133,96.867,24.307,75.693,4.38,0.875,bicubic,-87.517,-73.203,-23
regnety_004.pycls_in1k,224,3.080,96.920,22.573,77.427,4.34,0.875,bicubic,-87.430,-75.007,-18
tf_efficientnet_lite0.in1k,224,3.067,96.933,22.733,77.267,4.65,0.875,bicubic,-88.033,-74.977,-43
mobileone_s1.apple_in1k,224,3.040,96.960,25.027,74.973,4.83,0.900,bilinear,-88.320,-72.743,-58
skresnet18.ra_in1k,224,3.027,96.973,22.680,77.320,11.96,0.875,bicubic,-86.633,-74.550,-2
repghostnet_080.in1k,224,3.027,96.973,22.627,77.373,3.28,0.875,bicubic,-85.943,-74.143,+11
efficientvit_m1.r224_in1k,224,2.907,97.093,19.573,80.427,2.98,0.875,bicubic,-83.903,-76.427,+36
tf_mobilenetv3_large_075.in1k,224,2.893,97.107,21.707,78.293,3.99,0.875,bilinear,-86.767,-75.533,-3
vgg19_bn.tv_in1k,224,2.840,97.160,23.467,76.533,143.68,0.875,bilinear,-87.280,-74.113,-17
tinynet_d.in1k,152,2.787,97.213,17.773,82.227,2.34,0.875,bicubic,-82.043,-77.447,+44
regnetx_008.pycls_in1k,224,2.733,97.267,22.387,77.613,7.26,0.875,bicubic,-88.367,-75.153,-52
resnet14t.c3_in1k,224,2.720,97.280,19.827,80.173,10.08,0.950,bicubic,-86.280,-76.873,+3
lcnet_100.ra2_in1k,224,2.653,97.347,20.467,79.533,2.95,0.875,bicubic,-86.107,-76.243,+10
resnet34.gluon_in1k,224,2.640,97.360,21.533,78.467,21.80,0.875,bicubic,-88.330,-76.117,-50
hrnet_w18_small_v2.ms_in1k,224,2.627,97.373,23.533,76.467,15.60,0.875,bilinear,-88.583,-74.367,-64
repvgg_b0.rvgg_in1k,224,2.600,97.400,23.907,76.093,15.82,0.875,bilinear,-88.810,-74.073,-74
hrnet_w18_small.gluon_in1k,224,2.600,97.400,20.520,79.480,13.19,0.875,bicubic,-86.880,-76.530,-7
vgg16.tv_in1k,224,2.573,97.427,19.960,80.040,138.36,0.875,bilinear,-85.977,-76.830,+7
vgg16_bn.tv_in1k,224,2.560,97.440,23.587,76.413,138.37,0.875,bilinear,-87.530,-73.783,-25
resnet18d.ra2_in1k,224,2.480,97.520,21.547,78.453,11.71,0.875,bicubic,-86.850,-75.633,-10
densenet121.tv_in1k,224,2.467,97.533,22.533,77.467,7.98,0.875,bicubic,-88.433,-75.197,-55
regnetx_006.pycls_in1k,224,2.467,97.533,20.640,79.360,6.20,0.875,bicubic,-87.903,-76.780,-36
legacy_seresnet18.in1k,224,2.467,97.533,19.880,80.120,11.78,0.875,bicubic,-86.423,-77.090,-3
resnet18.a1_in1k,224,2.440,97.560,18.467,81.533,11.69,0.950,bicubic,-86.000,-78.183,+3
resnet26.bt_in1k,224,2.400,97.600,22.840,77.160,16.00,0.875,bicubic,-88.780,-74.960,-70
lcnet_075.ra2_in1k,224,2.280,97.720,17.133,82.867,2.36,0.875,bicubic,-83.760,-78.547,+24
efficientvit_m0.r224_in1k,224,2.267,97.733,16.453,83.547,2.35,0.875,bicubic,-80.133,-77.967,+36
repghostnet_058.in1k,224,2.253,97.747,18.427,81.573,2.55,0.875,bicubic,-84.257,-77.473,+15
resnet34.a3_in1k,160,2.253,97.747,18.280,81.720,21.80,0.950,bicubic,-85.647,-78.190,+7
resnet18.a3_in1k,224,2.253,97.747,17.507,82.493,11.69,0.950,bicubic,-84.177,-78.393,+17
mobilenetv3_small_075.lamb_in1k,224,2.227,97.773,15.707,84.293,2.04,0.875,bicubic,-80.883,-78.443,+30
test_vit.r160_in1k,160,2.227,97.773,12.733,87.267,0.37,0.875,bicubic,-60.233,-71.807,+39
mobilenetv2_100.ra_in1k,224,2.187,97.813,19.733,80.267,3.50,0.875,bicubic,-87.443,-77.407,-26
test_efficientnet.r160_in1k,160,2.173,97.827,11.200,88.800,0.36,0.875,bicubic,-64.937,-74.900,+34
repvgg_a1.rvgg_in1k,224,2.147,97.853,21.227,78.773,14.09,0.875,bilinear,-88.443,-76.413,-53
tf_mobilenetv3_small_100.in1k,224,2.147,97.853,16.773,83.227,2.54,0.875,bilinear,-83.073,-78.997,+16
regnety_002.pycls_in1k,224,2.133,97.867,18.640,81.360,3.16,0.875,bicubic,-85.217,-77.960,+2
resnet14t.c3_in1k,176,2.133,97.867,16.960,83.040,10.08,0.875,bicubic,-86.157,-79.410,-7
vgg19.tv_in1k,224,2.107,97.893,20.480,79.520,143.67,0.875,bilinear,-86.953,-76.420,-26
mobileone_s0.apple_in1k,224,2.107,97.893,17.360,82.640,5.29,0.875,bilinear,-86.213,-79.070,-10
vgg13_bn.tv_in1k,224,2.080,97.920,20.040,79.960,133.05,0.875,bilinear,-86.700,-76.930,-20
test_byobnet.r160_in1k,160,2.053,97.947,11.547,88.453,0.46,0.875,bicubic,-63.817,-74.723,+27
regnetx_004.pycls_in1k,224,1.973,98.027,19.080,80.920,5.16,0.875,bicubic,-86.947,-78.030,-25
resnet18.a2_in1k,224,1.973,98.027,17.467,82.533,11.69,0.950,bicubic,-86.057,-78.953,-11
tf_mobilenetv3_small_075.in1k,224,1.973,98.027,14.840,85.160,2.04,0.875,bilinear,-81.547,-80.020,+16
mobilenetv3_small_100.lamb_in1k,224,1.933,98.067,16.893,83.107,2.54,0.875,bicubic,-83.257,-78.727,+6
tinynet_e.in1k,106,1.933,98.067,13.973,86.027,2.04,0.875,bicubic,-77.057,-78.587,+19
repghostnet_050.in1k,224,1.920,98.080,16.347,83.653,2.31,0.875,bicubic,-83.120,-78.873,+5
vgg13.tv_in1k,224,1.853,98.147,17.947,82.053,133.05,0.875,bilinear,-85.167,-78.363,-7
resnet34.tv_in1k,224,1.840,98.160,19.813,80.187,21.80,0.875,bilinear,-88.090,-77.527,-53
lcnet_050.ra2_in1k,224,1.787,98.213,13.813,86.187,1.88,0.875,bicubic,-79.933,-79.917,+13
mobilenetv3_small_050.lamb_in1k,224,1.773,98.227,12.547,87.453,1.59,0.875,bicubic,-75.207,-78.763,+15
mnasnet_small.lamb_in1k,224,1.760,98.240,15.040,84.960,2.03,0.875,bicubic,-82.610,-80.130,+3
vgg11_bn.tv_in1k,224,1.733,98.267,18.107,81.893,132.87,0.875,bilinear,-85.767,-78.703,-17
dla46x_c.in1k,224,1.707,98.293,16.333,83.667,1.07,0.875,bilinear,-82.643,-78.907,+2
tf_mobilenetv3_large_minimal_100.in1k,224,1.653,98.347,17.347,82.653,3.92,0.875,bilinear,-87.287,-79.533,-39
resnet10t.c3_in1k,224,1.640,98.360,15.907,84.093,5.44,0.950,bicubic,-84.610,-79.813,-9
mobilenetv2_050.lamb_in1k,224,1.640,98.360,14.053,85.947,1.97,0.875,bicubic,-82.300,-80.537,+1
vgg11.tv_in1k,224,1.613,98.387,15.907,84.093,132.86,0.875,bilinear,-84.967,-80.403,-15
resnet18.gluon_in1k,224,1.600,98.400,16.773,83.227,11.69,0.875,bicubic,-86.770,-79.757,-32
dla60x_c.in1k,224,1.587,98.413,17.773,82.227,1.32,0.875,bilinear,-84.743,-78.317,-14
hrnet_w18_small.ms_in1k,224,1.520,98.480,18.147,81.853,13.19,0.875,bilinear,-87.530,-78.933,-48
repvgg_a0.rvgg_in1k,224,1.493,98.507,17.453,82.547,9.11,0.875,bilinear,-87.767,-79.477,-53
dla46_c.in1k,224,1.493,98.507,15.120,84.880,1.30,0.875,bilinear,-82.127,-79.800,-3
resnet10t.c3_in1k,176,1.413,98.587,14.147,85.853,5.44,0.875,bicubic,-83.367,-80.863,-10
resnet18.a3_in1k,160,1.387,98.613,13.707,86.293,11.69,0.950,bicubic,-82.883,-80.923,-8
regnetx_002.pycls_in1k,224,1.293,98.707,14.907,85.093,2.68,0.875,bicubic,-84.907,-81.063,-18
tf_mobilenetv3_small_minimal_100.in1k,224,1.133,98.867,11.413,88.587,2.04,0.875,bilinear,-80.187,-82.287,-3
resnet18.tv_in1k,224,1.120,98.880,16.200,83.800,11.69,0.875,bilinear,-86.260,-80.060,-31
resnet50.tv_in1k,224,0.040,99.960,14.360,85.640,25.56,0.875,bilinear,-91.850,-83.690,-145