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,448,91.144,8.856,98.725,1.275,305.08,1.000,bicubic,+1.088,-0.329,0 eva_giant_patch14_336.clip_ft_in1k,336,91.078,8.922,98.604,1.396,"1,013.01",1.000,bicubic,+1.616,-0.224,+5 eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,91.050,8.950,98.685,1.315,305.08,1.000,bicubic,+1.094,-0.329,-1 eva_giant_patch14_560.m30m_ft_in22k_in1k,560,90.950,9.050,98.674,1.326,"1,014.45",1.000,bicubic,+1.159,-0.316,-1 vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.939,9.061,98.648,1.351,414.14,1.000,bicubic,+1.883,-0.103,+5 eva02_large_patch14_448.mim_in22k_ft_in1k,448,90.930,9.070,98.678,1.322,305.08,1.000,bicubic,+1.296,-0.276,-2 eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,90.911,9.089,98.811,1.189,87.12,1.000,bicubic,+2.233,+0.085,+7 eva_large_patch14_336.in22k_ft_in1k,336,90.907,9.093,98.781,1.219,304.53,1.000,bicubic,+2.227,+0.067,+5 eva_giant_patch14_224.clip_ft_in1k,224,90.896,9.104,98.683,1.317,"1,012.56",0.900,bicubic,+2.000,+0.011,+2 eva_giant_patch14_336.m30m_ft_in22k_in1k,336,90.896,9.104,98.661,1.339,"1,013.01",1.000,bicubic,+1.330,-0.291,-5 eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.885,9.115,98.659,1.341,305.08,1.000,bicubic,+1.335,-0.265,-5 eva_large_patch14_336.in22k_ft_in22k_in1k,336,90.877,9.123,98.721,1.279,304.53,1.000,bicubic,+1.639,-0.127,-3 caformer_b36.sail_in22k_ft_in1k_384,384,90.804,9.196,98.862,1.138,98.75,1.000,bicubic,+2.746,+0.272,+24 vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.798,9.202,98.687,1.313,429.38,1.000,bicubic,+1.388,-0.167,-6 eva02_base_patch14_448.mim_in22k_ft_in1k,448,90.789,9.211,98.738,1.262,87.12,1.000,bicubic,+2.527,+0.168,+12 vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,90.717,9.283,98.742,1.258,136.50,1.000,bicubic,+2.643,+0.184,+20 beit_large_patch16_512.in22k_ft_in22k_in1k,512,90.715,9.285,98.770,1.230,305.67,1.000,bicubic,+2.139,+0.114,+2 convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,90.702,9.298,98.821,1.179,200.13,1.000,bicubic,+2.368,+0.247,+6 convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,90.670,9.330,98.762,1.238,200.13,1.000,bicubic,+2.780,+0.314,+25 convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.668,9.332,98.806,1.194,846.47,1.000,bicubic,+2.046,+0.088,-3 regnety_1280.swag_ft_in1k,384,90.661,9.339,98.819,1.181,644.81,1.000,bicubic,+2.433,+0.135,+10 volo_d5_512.sail_in1k,512,90.633,9.367,98.702,1.298,296.09,1.150,bicubic,+3.566,+0.732,+57 vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,90.614,9.386,98.772,1.228,136.33,1.000,bicubic,+2.682,+0.272,+18 beit_large_patch16_384.in22k_ft_in22k_in1k,384,90.599,9.401,98.772,1.228,305.00,1.000,bicubic,+2.219,+0.168,-2 volo_d5_448.sail_in1k,448,90.587,9.414,98.691,1.309,295.91,1.150,bicubic,+3.612,+0.763,+60 maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.576,9.424,98.623,1.377,116.14,1.000,bicubic,+2.766,+0.257,+21 tf_efficientnet_l2.ns_jft_in1k,800,90.569,9.431,98.777,1.223,480.31,0.960,bicubic,+2.209,+0.121,-4 maxvit_base_tf_512.in21k_ft_in1k,512,90.567,9.433,98.702,1.298,119.88,1.000,bicubic,+2.353,+0.164,+4 eva_large_patch14_196.in22k_ft_in22k_in1k,196,90.561,9.439,98.700,1.300,304.14,1.000,bicubic,+1.971,+0.038,-11 convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,90.557,9.443,98.800,1.200,200.13,1.000,bicubic,+2.587,+0.326,+9 vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,90.548,9.452,98.674,1.326,304.53,1.000,bicubic,+2.288,+0.150,-3 convnext_xlarge.fb_in22k_ft_in1k_384,384,90.540,9.460,98.770,1.230,350.20,1.000,bicubic,+2.776,+0.218,+16 eva_large_patch14_196.in22k_ft_in1k,196,90.527,9.473,98.768,1.232,304.14,1.000,bicubic,+2.575,+0.278,+6 tf_efficientnet_l2.ns_jft_in1k_475,475,90.527,9.473,98.708,1.292,480.31,0.936,bicubic,+2.281,+0.154,-4 convnextv2_huge.fcmae_ft_in22k_in1k_512,512,90.525,9.475,98.704,1.296,660.29,1.000,bicubic,+1.665,-0.036,-23 mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,90.520,9.480,98.796,1.204,101.66,1.000,bicubic,+3.012,+0.368,+19 volo_d4_448.sail_in1k,448,90.510,9.490,98.595,1.405,193.41,1.150,bicubic,+3.722,+0.715,+61 maxvit_xlarge_tf_512.in21k_ft_in1k,512,90.505,9.495,98.597,1.403,475.77,1.000,bicubic,+1.965,-0.053,-18 vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.503,9.497,98.627,1.373,632.46,1.000,bicubic,+1.869,-0.041,-23 beit3_large_patch16_224.in22k_ft_in1k,224,90.493,9.507,98.653,1.347,304.57,1.000,bicubic,+2.865,+0.319,+11 convformer_b36.sail_in22k_ft_in1k_384,384,90.486,9.514,98.772,1.228,99.88,1.000,bicubic,+2.880,+0.348,+12 beit3_large_patch16_224.indomain_in22k_ft_in1k,224,90.482,9.518,98.702,1.298,304.57,1.000,bicubic,+2.948,+0.338,+12 convnextv2_huge.fcmae_ft_in22k_in1k_384,384,90.475,9.524,98.683,1.317,660.29,1.000,bicubic,+1.809,-0.051,-28 caformer_m36.sail_in22k_ft_in1k_384,384,90.473,9.527,98.670,1.330,56.20,1.000,bicubic,+3.003,+0.362,+16 swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,90.444,9.556,98.749,1.251,87.92,1.000,bicubic,+3.302,+0.521,+32 caformer_b36.sail_in22k_ft_in1k,224,90.441,9.559,98.766,1.234,98.75,1.000,bicubic,+2.991,+0.430,+16 maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.441,9.559,98.747,1.253,116.09,1.000,bicubic,+2.961,+0.371,+11 vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.439,9.561,98.640,1.360,632.05,1.000,bicubic,+2.151,+0.090,-22 vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,90.435,9.565,98.689,1.311,64.27,1.000,bicubic,+2.997,+0.433,+14 vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.428,9.572,98.644,1.356,304.53,1.000,bicubic,+2.239,+0.078,-17 beit_base_patch16_384.in22k_ft_in22k_in1k,384,90.407,9.593,98.738,1.262,86.74,1.000,bicubic,+3.593,+0.602,+45 coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,90.394,9.606,98.646,1.354,73.88,1.000,bicubic,+3.006,+0.334,+13 convnextv2_base.fcmae_ft_in22k_in1k_384,384,90.375,9.625,98.666,1.334,88.72,1.000,bicubic,+2.737,+0.250,-4 maxvit_large_tf_512.in21k_ft_in1k,512,90.375,9.625,98.640,1.360,212.33,1.000,bicubic,+2.139,+0.032,-23 maxvit_xlarge_tf_384.in21k_ft_in1k,384,90.373,9.627,98.582,1.418,475.32,1.000,bicubic,+2.071,+0.044,-30 maxvit_base_tf_384.in21k_ft_in1k,384,90.369,9.631,98.680,1.319,119.65,1.000,bicubic,+2.439,+0.134,-14 vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,90.362,9.638,98.666,1.334,304.20,1.000,bicubic,+2.200,+0.128,-22 beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,90.362,9.638,98.582,1.418,304.43,0.950,bicubic,+1.956,-0.020,-37 convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,90.358,9.642,98.770,1.230,88.59,1.000,bicubic,+3.214,+0.542,+16 seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,90.354,9.646,98.736,1.264,149.39,1.000,bicubic,+3.050,+0.402,+9 convnextv2_large.fcmae_ft_in22k_in1k_384,384,90.354,9.646,98.646,1.354,197.96,1.000,bicubic,+2.174,+0.126,-26 convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,90.350,9.650,98.648,1.351,200.13,1.000,bicubic,+3.006,+0.427,+6 vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,90.345,9.655,98.775,1.226,136.06,1.000,bicubic,+3.027,+0.447,+6 convnext_base.fb_in22k_ft_in1k_384,384,90.343,9.657,98.796,1.204,88.59,1.000,bicubic,+3.517,+0.552,+31 vit_large_patch14_clip_336.laion2b_ft_in1k,336,90.341,9.659,98.595,1.405,304.53,1.000,bicubic,+2.471,+0.235,-20 vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.326,9.674,98.670,1.330,304.20,1.000,bicubic,+2.426,+0.262,-23 maxvit_large_tf_384.in21k_ft_in1k,384,90.317,9.682,98.670,1.330,212.03,1.000,bicubic,+2.323,+0.094,-29 caformer_s36.sail_in22k_ft_in1k_384,384,90.315,9.685,98.806,1.194,39.30,1.000,bicubic,+3.455,+0.587,+23 vit_large_patch14_clip_224.openai_ft_in1k,224,90.311,9.689,98.642,1.358,304.20,1.000,bicubic,+2.453,+0.212,-23 convnext_large.fb_in22k_ft_in1k_384,384,90.307,9.693,98.666,1.334,197.77,1.000,bicubic,+2.851,+0.286,-9 vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,90.279,9.721,98.764,1.236,134.42,1.000,bicubic,+2.909,+0.450,-4 convformer_b36.sail_in22k_ft_in1k,224,90.251,9.749,98.702,1.298,99.88,1.000,bicubic,+3.259,+0.538,+11 convformer_m36.sail_in22k_ft_in1k_384,384,90.251,9.749,98.657,1.343,57.05,1.000,bicubic,+3.383,+0.535,+17 deit3_large_patch16_384.fb_in22k_ft_in1k,384,90.247,9.753,98.629,1.371,304.76,1.000,bicubic,+2.511,+0.121,-25 seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,90.241,9.759,98.783,1.217,93.59,1.000,bicubic,+3.519,+0.599,+27 dm_nfnet_f6.dm_in1k,576,90.241,9.759,98.629,1.371,438.36,0.956,bicubic,+3.877,+0.729,+56 convnextv2_huge.fcmae_ft_in1k,288,90.236,9.764,98.550,1.450,660.29,1.000,bicubic,+3.618,+0.540,+31 vit_large_patch16_384.augreg_in21k_ft_in1k,384,90.219,9.781,98.653,1.347,304.72,1.000,bicubic,+3.123,+0.351,0 deit3_huge_patch14_224.fb_in22k_ft_in1k,224,90.215,9.785,98.636,1.364,632.13,1.000,bicubic,+3.035,+0.372,-5 tf_efficientnetv2_l.in21k_ft_in1k,480,90.213,9.787,98.725,1.275,118.52,1.000,bicubic,+3.411,+0.601,+17 nextvit_large.bd_ssld_6m_in1k_384,384,90.211,9.789,98.794,1.206,57.87,1.000,bicubic,+3.667,+0.668,+32 regnety_320.swag_ft_in1k,384,90.211,9.789,98.772,1.228,145.05,1.000,bicubic,+3.381,+0.410,+13 vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,90.207,9.793,98.651,1.349,86.86,0.950,bicubic,+3.177,+0.465,-3 vit_base_patch16_clip_384.laion2b_ft_in1k,384,90.192,9.809,98.698,1.302,86.86,1.000,bicubic,+3.553,+0.690,+22 swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,90.192,9.809,98.610,1.390,196.74,1.000,bicubic,+2.718,+0.346,-26 nextvit_base.bd_ssld_6m_in1k_384,384,90.187,9.813,98.813,1.187,44.82,1.000,bicubic,+3.815,+0.773,+45 cait_m48_448.fb_dist_in1k,448,90.181,9.819,98.480,1.520,356.46,1.000,bicubic,+3.701,+0.732,+35 vit_huge_patch14_clip_224.laion2b_ft_in1k,224,90.179,9.821,98.555,1.445,632.05,1.000,bicubic,+2.567,+0.329,-37 volo_d3_448.sail_in1k,448,90.179,9.821,98.542,1.458,86.63,1.000,bicubic,+3.665,+0.832,+31 vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,90.174,9.826,98.567,1.433,86.86,1.000,bicubic,+2.964,+0.535,-17 beit_large_patch16_224.in22k_ft_in22k_in1k,224,90.159,9.841,98.725,1.275,304.43,0.900,bicubic,+2.673,+0.407,-35 tf_efficientnet_b7.ns_jft_in1k,600,90.159,9.841,98.606,1.394,66.35,0.949,bicubic,+3.309,+0.526,+1 mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,90.149,9.851,98.713,1.287,101.66,1.000,bicubic,+3.233,+0.475,-5 dm_nfnet_f6.dm_in1k,448,90.123,9.877,98.578,1.422,438.36,0.956,bicubic,+3.967,+0.816,+56 beitv2_large_patch16_224.in1k_ft_in1k,224,90.112,9.887,98.437,1.563,304.43,0.950,bicubic,+2.698,+0.221,-31 vit_large_patch14_clip_224.laion2b_ft_in1k,224,90.104,9.896,98.555,1.445,304.20,1.000,bicubic,+2.816,+0.319,-25 convnext_xlarge.fb_in22k_ft_in1k,288,90.095,9.905,98.629,1.371,350.20,1.000,bicubic,+2.717,+0.299,-31 caformer_b36.sail_in1k_384,384,90.068,9.932,98.516,1.484,98.75,1.000,bicubic,+3.668,+0.692,+28 swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,90.066,9.934,98.663,1.337,196.74,1.000,bicubic,+2.924,+0.435,-23 swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,90.063,9.937,98.710,1.290,87.90,1.000,bicubic,+3.621,+0.642,+24 convnextv2_base.fcmae_ft_in22k_in1k,288,90.063,9.937,98.670,1.330,88.72,1.000,bicubic,+3.069,+0.502,-18 convformer_s36.sail_in22k_ft_in1k_384,384,90.049,9.951,98.627,1.373,40.01,1.000,bicubic,+3.675,+0.647,+28 cait_m36_384.fb_dist_in1k,384,90.049,9.951,98.484,1.516,271.22,1.000,bicubic,+3.989,+0.752,+55 seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,90.034,9.966,98.698,1.302,93.59,1.000,bicubic,+3.510,+0.664,+14 tiny_vit_21m_512.dist_in22k_ft_in1k,512,90.031,9.969,98.482,1.518,21.27,1.000,bicubic,+3.587,+0.598,+19 tf_efficientnetv2_m.in21k_ft_in1k,480,90.016,9.984,98.661,1.339,54.14,1.000,bicubic,+4.002,+0.705,+59 hgnetv2_b6.ssld_stage1_in22k_in1k,288,90.008,9.992,98.689,1.311,75.26,1.000,bicubic,+3.708,+0.747,+27 deit3_large_patch16_224.fb_in22k_ft_in1k,224,90.008,9.992,98.661,1.339,304.37,1.000,bicubic,+3.018,+0.415,-23 seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,90.006,9.994,98.713,1.287,93.59,0.950,bicubic,+3.476,+0.619,+8 convnextv2_large.fcmae_ft_in22k_in1k,288,90.001,9.998,98.631,1.369,197.96,1.000,bicubic,+2.507,+0.271,-54 vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,90.001,9.998,98.602,1.399,64.11,0.950,bicubic,+3.393,+0.668,-1 convnext_base.clip_laiona_augreg_ft_in1k_384,384,89.999,10.001,98.548,1.452,88.59,1.000,bicubic,+3.509,+0.588,+9 vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,89.993,10.007,98.631,1.369,134.13,0.950,bicubic,+3.273,+0.607,-10 nextvit_small.bd_ssld_6m_in1k_384,384,89.984,10.016,98.713,1.287,31.76,1.000,bicubic,+4.018,+0.809,+55 convnextv2_large.fcmae_ft_in22k_in1k,224,89.982,10.018,98.544,1.456,197.96,0.875,bicubic,+2.716,+0.304,-43 convnext_xlarge.fb_in22k_ft_in1k,224,89.978,10.022,98.578,1.422,350.20,0.875,bicubic,+3.008,+0.374,-30 hiera_huge_224.mae_in1k_ft_in1k,224,89.978,10.022,98.367,1.633,672.78,0.900,bicubic,+3.138,+0.359,-24 maxvit_base_tf_512.in1k,512,89.972,10.028,98.444,1.556,119.88,1.000,bicubic,+3.374,+0.519,-6 vit_base_patch16_384.augreg_in21k_ft_in1k,384,89.969,10.030,98.678,1.322,86.86,1.000,bicubic,+3.959,+0.680,+47 convnextv2_large.fcmae_ft_in1k,288,89.961,10.039,98.548,1.452,197.96,1.000,bicubic,+3.829,+0.728,+32 maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.950,10.050,98.427,1.573,116.14,0.950,bicubic,+3.042,+0.422,-32 caformer_m36.sail_in1k_384,384,89.942,10.058,98.448,1.552,56.20,1.000,bicubic,+3.778,+0.636,+27 convnext_small.fb_in22k_ft_in1k_384,384,89.927,10.073,98.691,1.309,50.22,1.000,bicubic,+4.175,+0.813,+69 regnety_160.swag_ft_in1k,384,89.918,10.082,98.640,1.360,83.59,1.000,bicubic,+3.898,+0.594,+39 swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,89.918,10.082,98.505,1.494,196.74,0.900,bicubic,+2.984,+0.400,-37 mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,89.908,10.092,98.655,1.345,101.66,1.000,bicubic,+3.266,+0.505,-22 efficientnet_b5.sw_in12k_ft_in1k,448,89.901,10.099,98.572,1.428,30.39,1.000,bicubic,+4.007,+0.830,+47 hgnet_base.ssld_in1k,288,89.899,10.101,98.535,1.465,71.58,1.000,bicubic,+4.411,+0.905,+86 xcit_large_24_p8_384.fb_dist_in1k,384,89.897,10.103,98.377,1.623,188.93,1.000,bicubic,+3.873,+0.687,+34 swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,89.893,10.107,98.659,1.341,87.92,0.900,bicubic,+3.623,+0.753,+7 convnext_large.fb_in22k_ft_in1k,288,89.891,10.110,98.608,1.392,197.77,1.000,bicubic,+2.879,+0.396,-50 deit3_base_patch16_384.fb_in22k_ft_in1k,384,89.888,10.112,98.602,1.399,86.88,1.000,bicubic,+3.146,+0.492,-31 vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,89.882,10.118,98.484,1.516,60.60,1.000,bicubic,+3.264,+0.516,-26 volo_d5_224.sail_in1k,224,89.876,10.124,98.490,1.510,295.46,0.960,bicubic,+3.800,+0.916,+23 convnextv2_huge.fcmae_ft_in1k,224,89.876,10.124,98.412,1.589,660.29,0.875,bicubic,+3.615,+0.660,+3 convnext_base.fb_in22k_ft_in1k,288,89.873,10.127,98.698,1.302,88.59,1.000,bicubic,+3.571,+0.610,-2 hgnetv2_b6.ssld_stage2_ft_in1k,288,89.858,10.142,98.627,1.373,75.26,1.000,bicubic,+3.478,+0.685,-9 caformer_m36.sail_in22k_ft_in1k,224,89.854,10.146,98.585,1.415,56.20,1.000,bicubic,+3.248,+0.547,-27 tiny_vit_21m_384.dist_in22k_ft_in1k,384,89.848,10.152,98.497,1.503,21.23,1.000,bicubic,+3.760,+0.781,+17 convnextv2_base.fcmae_ft_in22k_in1k,224,89.839,10.161,98.546,1.454,88.72,0.875,bicubic,+3.087,+0.526,-40 efficientvit_l2.r384_in1k,384,89.835,10.165,98.185,1.815,63.71,1.000,bicubic,+3.851,+0.675,+27 convnext_large.fb_in22k_ft_in1k,224,89.831,10.169,98.512,1.488,197.77,0.875,bicubic,+3.219,+0.476,-33 cait_s36_384.fb_dist_in1k,384,89.829,10.171,98.431,1.569,68.37,1.000,bicubic,+4.371,+0.951,+73 convformer_m36.sail_in22k_ft_in1k,224,89.826,10.174,98.561,1.439,57.05,1.000,bicubic,+3.674,+0.709,+7 coatnet_2_rw_224.sw_in12k_ft_in1k,224,89.824,10.176,98.531,1.469,73.87,0.950,bicubic,+3.242,+0.635,-32 xcit_medium_24_p8_384.fb_dist_in1k,384,89.809,10.191,98.367,1.633,84.32,1.000,bicubic,+3.967,+0.765,+33 convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,89.805,10.195,98.655,1.345,88.59,1.000,bicubic,+3.427,+0.679,-18 maxvit_large_tf_512.in1k,512,89.805,10.195,98.345,1.655,212.33,1.000,bicubic,+3.271,+0.461,-32 hgnetv2_b6.ssld_stage1_in22k_in1k,224,89.799,10.201,98.599,1.401,75.26,0.965,bicubic,+3.747,+0.793,+10 volo_d4_224.sail_in1k,224,89.799,10.201,98.422,1.578,192.96,0.960,bicubic,+3.931,+0.958,+26 vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.796,10.204,98.520,1.480,64.11,0.950,bicubic,+3.599,+0.632,-6 vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,89.790,10.210,98.516,1.484,329.09,1.000,bicubic,+3.602,+0.588,-6 swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,89.786,10.214,98.648,1.351,196.53,0.900,bicubic,+3.466,+0.758,-20 volo_d2_384.sail_in1k,384,89.784,10.216,98.407,1.593,58.87,1.000,bicubic,+3.730,+0.825,+5 tf_efficientnetv2_xl.in21k_ft_in1k,512,89.784,10.216,98.294,1.706,208.12,1.000,bicubic,+3.030,+0.280,-56 coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,89.777,10.223,98.473,1.527,73.88,0.950,bicubic,+3.239,+0.579,-41 tf_efficientnet_b6.ns_jft_in1k,528,89.771,10.229,98.527,1.473,43.04,0.942,bicubic,+3.295,+0.663,-34 caformer_s18.sail_in22k_ft_in1k_384,384,89.762,10.238,98.578,1.422,26.34,1.000,bicubic,+4.320,+0.860,+60 beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,89.758,10.242,98.593,1.407,86.53,0.900,bicubic,+3.264,+0.537,-39 vit_base_patch8_224.augreg2_in21k_ft_in1k,224,89.752,10.248,98.516,1.484,86.58,0.900,bicubic,+3.500,+0.676,-22 xcit_small_24_p8_384.fb_dist_in1k,384,89.752,10.248,98.420,1.580,47.63,1.000,bicubic,+4.172,+0.872,+44 caformer_s36.sail_in22k_ft_in1k,224,89.747,10.253,98.653,1.347,39.30,1.000,bicubic,+3.967,+0.821,+24 maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.741,10.259,98.484,1.516,116.09,0.950,bicubic,+3.101,+0.470,-58 dm_nfnet_f4.dm_in1k,512,89.741,10.259,98.405,1.595,316.07,0.951,bicubic,+3.903,+0.629,+17 regnety_160.lion_in12k_ft_in1k,288,89.728,10.272,98.610,1.390,83.59,1.000,bicubic,+3.724,+0.776,+2 dm_nfnet_f5.dm_in1k,544,89.728,10.272,98.435,1.565,377.21,0.954,bicubic,+3.626,+0.677,-12 convformer_m36.sail_in1k_384,384,89.720,10.280,98.444,1.556,57.05,1.000,bicubic,+4.140,+0.871,+38 efficientvit_l3.r384_in1k,384,89.720,10.280,98.014,1.986,246.04,1.000,bicubic,+3.324,+0.374,-41 volo_d1_384.sail_in1k,384,89.711,10.289,98.290,1.710,26.78,1.000,bicubic,+4.449,+1.072,+69 caformer_s36.sail_in1k_384,384,89.698,10.302,98.313,1.687,39.30,1.000,bicubic,+3.936,+0.647,+20 deit3_large_patch16_384.fb_in1k,384,89.692,10.308,98.401,1.599,304.76,1.000,bicubic,+3.872,+0.799,+11 vit_base_patch16_clip_384.openai_ft_in1k,384,89.690,10.310,98.516,1.484,86.86,1.000,bicubic,+3.480,+0.622,-30 hgnetv2_b6.ssld_stage2_ft_in1k,224,89.686,10.315,98.557,1.443,75.26,0.965,bicubic,+3.480,+0.747,-30 convnext_base.clip_laion2b_augreg_ft_in1k,256,89.677,10.323,98.476,1.524,88.59,1.000,bicubic,+3.493,+0.802,-26 convnext_base.fb_in22k_ft_in1k,224,89.675,10.325,98.542,1.458,88.59,0.875,bicubic,+3.861,+0.686,+6 xcit_large_24_p16_384.fb_dist_in1k,384,89.675,10.325,98.407,1.593,189.10,1.000,bicubic,+3.897,+0.877,+11 convformer_b36.sail_in1k_384,384,89.675,10.325,98.384,1.616,99.88,1.000,bicubic,+3.905,+0.862,+14 nextvit_large.bd_ssld_6m_in1k,224,89.668,10.332,98.634,1.366,57.87,0.950,bicubic,+4.154,+1.146,+32 tf_efficientnet_b5.ns_jft_in1k,456,89.662,10.338,98.488,1.512,30.39,0.934,bicubic,+3.566,+0.744,-24 hgnetv2_b5.ssld_stage2_ft_in1k,288,89.649,10.351,98.490,1.510,39.57,1.000,bicubic,+4.491,+0.903,+70 regnety_2560.seer_ft_in1k,384,89.630,10.370,98.403,1.597,"1,282.60",1.000,bicubic,+4.486,+0.959,+72 dm_nfnet_f3.dm_in1k,416,89.628,10.372,98.461,1.539,254.92,0.940,bicubic,+3.952,+0.885,+14 convnext_small.in12k_ft_in1k_384,384,89.621,10.379,98.450,1.550,50.22,1.000,bicubic,+3.435,+0.530,-36 maxvit_base_tf_384.in1k,384,89.606,10.393,98.322,1.678,119.65,1.000,bicubic,+3.316,+0.520,-48 regnety_160.sw_in12k_ft_in1k,288,89.598,10.402,98.557,1.443,83.59,1.000,bicubic,+3.570,+0.721,-23 volo_d3_224.sail_in1k,224,89.589,10.411,98.371,1.629,86.33,0.960,bicubic,+4.149,+1.097,+33 tf_efficientnetv2_l.in21k_ft_in1k,384,89.587,10.413,98.503,1.497,118.52,1.000,bicubic,+3.741,+0.737,-10 convformer_s18.sail_in22k_ft_in1k_384,384,89.585,10.415,98.531,1.469,26.77,1.000,bicubic,+4.581,+0.959,+83 vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,89.583,10.417,98.409,1.591,86.57,0.950,bicubic,+3.379,+0.647,-45 maxvit_large_tf_384.in1k,384,89.583,10.417,98.185,1.815,212.03,1.000,bicubic,+3.341,+0.501,-50 tf_efficientnet_b8.ap_in1k,672,89.581,10.419,98.303,1.697,87.41,0.954,bicubic,+4.223,+1.005,+39 seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,89.579,10.421,98.486,1.514,93.59,0.875,bicubic,+3.623,+0.662,-21 efficientnet_h_b5.sw_r448_e450_in1k,576,89.577,10.423,98.420,1.580,45.88,1.000,bicubic,+4.635,+1.030,+86 efficientvit_l2.r288_in1k,288,89.564,10.436,98.061,1.939,63.71,1.000,bicubic,+3.950,+0.697,+6 maxvit_tiny_tf_512.in1k,512,89.562,10.438,98.335,1.665,31.05,1.000,bicubic,+3.904,+0.743,+3 tf_efficientnetv2_l.in1k,480,89.553,10.447,98.339,1.661,118.52,1.000,bicubic,+3.893,+0.867,+1 dm_nfnet_f4.dm_in1k,384,89.549,10.451,98.271,1.729,316.07,0.951,bicubic,+4.035,+0.593,+13 efficientvit_l3.r320_in1k,320,89.549,10.451,97.861,2.139,246.04,1.000,bicubic,+3.319,+0.385,-56 convnextv2_large.fcmae_ft_in1k,224,89.547,10.453,98.294,1.706,197.96,0.875,bicubic,+3.785,+0.720,-8 flexivit_large.1200ep_in1k,240,89.540,10.460,98.394,1.606,304.36,0.950,bicubic,+3.894,+0.848,-1 hiera_large_224.mae_in1k_ft_in1k,224,89.538,10.462,98.226,1.774,213.74,0.900,bicubic,+3.492,+0.580,-40 xcit_small_12_p8_384.fb_dist_in1k,384,89.521,10.479,98.296,1.704,26.21,1.000,bicubic,+4.453,+1.032,+63 xcit_large_24_p8_224.fb_dist_in1k,224,89.519,10.481,98.222,1.778,188.93,1.000,bicubic,+4.123,+0.803,+23 cait_s24_384.fb_dist_in1k,384,89.510,10.490,98.362,1.638,47.06,1.000,bicubic,+4.462,+1.012,+62 nextvit_base.bd_ssld_6m_in1k,224,89.506,10.494,98.591,1.409,44.82,0.950,bicubic,+4.320,+0.991,+42 flexivit_large.600ep_in1k,240,89.506,10.494,98.386,1.614,304.36,0.950,bicubic,+3.976,+0.892,+3 convformer_s36.sail_in22k_ft_in1k,224,89.504,10.496,98.465,1.535,40.01,1.000,bicubic,+4.084,+0.891,+17 hgnet_base.ssld_in1k,224,89.502,10.498,98.424,1.576,71.58,0.965,bicubic,+4.594,+1.082,+80 regnety_160.lion_in12k_ft_in1k,224,89.502,10.498,98.424,1.576,83.59,0.950,bicubic,+3.900,+0.756,-7 hgnetv2_b5.ssld_stage1_in22k_in1k,288,89.498,10.502,98.522,1.478,39.57,1.000,bicubic,+4.568,+1.232,+73 efficientvit_l3.r256_in1k,256,89.498,10.502,97.910,2.090,246.04,1.000,bicubic,+3.546,+0.570,-37 convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,89.493,10.507,98.484,1.516,28.64,1.000,bicubic,+4.395,+0.852,+47 convnext_tiny.in12k_ft_in1k_384,384,89.491,10.509,98.510,1.490,28.59,1.000,bicubic,+4.337,+0.876,+39 beit3_base_patch16_224.in22k_ft_in1k,224,89.489,10.511,98.399,1.601,86.66,1.000,bicubic,+4.099,+0.759,+13 rdnet_large.nv_in1k_ft_in1k_384,384,89.483,10.517,98.343,1.657,186.27,1.000,bicubic,+3.639,+0.663,-37 convformer_s36.sail_in1k_384,384,89.476,10.524,98.367,1.633,40.01,1.000,bicubic,+4.096,+0.899,+12 deit3_base_patch16_224.fb_in22k_ft_in1k,224,89.472,10.528,98.557,1.443,86.59,1.000,bicubic,+3.744,+0.811,-24 xcit_medium_24_p16_384.fb_dist_in1k,384,89.472,10.528,98.298,1.702,84.40,1.000,bicubic,+4.038,+0.890,+4 vit_base_patch16_clip_224.laion2b_ft_in1k,224,89.466,10.534,98.478,1.522,86.57,1.000,bicubic,+3.978,+0.892,-4 vit_base_patch8_224.augreg_in21k_ft_in1k,224,89.457,10.543,98.471,1.529,86.58,0.900,bicubic,+3.619,+0.819,-40 vit_base_patch16_224.augreg2_in21k_ft_in1k,224,89.457,10.543,98.467,1.533,86.57,0.900,bicubic,+4.349,+0.937,+34 vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,89.457,10.543,98.414,1.586,88.34,1.000,bicubic,+3.665,+0.780,-36 efficientnet_x_b5.sw_r448_e450_in1k,576,89.453,10.547,98.384,1.616,33.44,1.000,bicubic,+4.525,+1.072,+63 dm_nfnet_f5.dm_in1k,416,89.446,10.554,98.305,1.695,377.21,0.954,bicubic,+3.734,+0.755,-29 maxvit_small_tf_512.in1k,512,89.442,10.558,98.360,1.640,69.13,1.000,bicubic,+3.340,+0.672,-72 inception_next_base.sail_in1k_384,384,89.440,10.560,98.352,1.648,86.67,1.000,bicubic,+4.238,+1.078,+19 regnety_120.sw_in12k_ft_in1k,288,89.434,10.566,98.540,1.460,51.82,1.000,bicubic,+4.006,+0.964,-5 deit_base_distilled_patch16_384.fb_in1k,384,89.434,10.566,98.441,1.559,87.63,1.000,bicubic,+3.996,+1.109,-8 vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,89.431,10.569,98.405,1.595,86.57,0.950,bicubic,+3.477,+0.681,-58 convnextv2_base.fcmae_ft_in1k,288,89.431,10.569,98.367,1.633,88.72,1.000,bicubic,+3.941,+0.987,-16 tf_efficientnet_b7.ap_in1k,600,89.429,10.571,98.335,1.665,66.35,0.949,bicubic,+4.297,+1.079,+24 beit_base_patch16_224.in22k_ft_in22k_in1k,224,89.427,10.573,98.520,1.480,86.53,0.900,bicubic,+4.189,+0.866,+8 efficientvit_l3.r224_in1k,224,89.416,10.584,97.886,2.114,246.04,1.000,bicubic,+3.606,+0.676,-49 caformer_b36.sail_in1k,224,89.408,10.592,98.224,1.776,98.75,1.000,bicubic,+3.906,+0.908,-22 hrnet_w48_ssld.paddle_in1k,288,89.401,10.598,98.386,1.614,77.47,1.000,bilinear,+4.918,+1.162,+106 efficientvit_l2.r256_in1k,256,89.399,10.601,98.053,1.947,63.71,1.000,bicubic,+4.019,+0.797,-7 regnety_160.sw_in12k_ft_in1k,224,89.391,10.609,98.394,1.606,83.59,0.950,bicubic,+3.795,+0.726,-35 regnetz_e8.ra3_in1k,320,89.387,10.613,98.454,1.546,57.70,1.000,bicubic,+4.371,+1.176,+31 tf_efficientnet_b4.ns_jft_in1k,380,89.382,10.618,98.367,1.633,19.34,0.922,bicubic,+4.226,+0.885,+12 beit3_base_patch16_224.indomain_in22k_ft_in1k,224,89.380,10.620,98.373,1.627,86.66,1.000,bicubic,+3.926,+0.753,-23 deit3_small_patch16_384.fb_in22k_ft_in1k,384,89.372,10.628,98.388,1.612,22.21,1.000,bicubic,+4.526,+1.270,+54 eva02_small_patch14_336.mim_in22k_ft_in1k,336,89.372,10.628,98.358,1.642,22.13,1.000,bicubic,+3.602,+0.742,-53 vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,89.365,10.635,98.495,1.505,39.03,0.950,bicubic,+3.809,+0.857,-36 tf_efficientnetv2_m.in1k,480,89.350,10.650,98.326,1.674,54.14,1.000,bicubic,+4.142,+0.968,-2 mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,89.346,10.654,98.367,1.633,32.59,1.000,bicubic,+4.574,+1.319,+60 convnext_small.fb_in22k_ft_in1k,288,89.344,10.656,98.358,1.642,50.22,1.000,bicubic,+4.068,+0.792,-11 caformer_s18.sail_in1k_384,384,89.338,10.662,98.290,1.710,26.34,1.000,bicubic,+4.302,+0.936,+20 tf_efficientnet_b6.ap_in1k,528,89.338,10.662,98.283,1.717,43.04,0.942,bicubic,+4.544,+1.145,+57 hgnetv2_b5.ssld_stage2_ft_in1k,224,89.329,10.671,98.328,1.672,39.57,0.965,bicubic,+4.505,+1.034,+52 tf_efficientnet_b8.ra_in1k,672,89.329,10.671,98.305,1.695,87.41,0.954,bicubic,+3.985,+0.913,-20 volo_d2_224.sail_in1k,224,89.329,10.671,98.207,1.794,58.68,0.960,bicubic,+4.125,+0.843,-5 nextvit_small.bd_ssld_6m_in1k,224,89.323,10.678,98.424,1.576,31.76,0.950,bicubic,+4.451,+1.052,+42 vit_large_patch16_224.augreg_in21k_ft_in1k,224,89.318,10.682,98.405,1.595,304.33,0.900,bicubic,+3.462,+0.583,-77 xcit_small_24_p16_384.fb_dist_in1k,384,89.312,10.688,98.352,1.648,47.67,1.000,bicubic,+4.210,+1.034,+4 flexivit_large.300ep_in1k,240,89.310,10.690,98.322,1.678,304.36,0.950,bicubic,+4.026,+0.918,-22 vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.299,10.701,98.313,1.687,60.40,0.950,bicubic,+3.565,+0.703,-63 xcit_medium_24_p8_224.fb_dist_in1k,224,89.297,10.703,98.196,1.804,84.32,1.000,bicubic,+4.219,+0.922,+6 mambaout_base_short_rw.sw_e500_in1k,288,89.297,10.703,98.096,1.905,88.83,1.000,bicubic,+4.455,+0.809,+41 nextvit_large.bd_in1k_384,384,89.293,10.707,98.307,1.693,57.87,1.000,bicubic,+4.363,+0.813,+26 mambaout_base_wide_rw.sw_e500_in1k,288,89.286,10.714,98.179,1.821,94.45,1.000,bicubic,+4.320,+0.957,+17 nextvit_base.bd_in1k_384,384,89.284,10.716,98.307,1.693,44.82,1.000,bicubic,+4.578,+1.087,+52 dm_nfnet_f3.dm_in1k,320,89.280,10.720,98.281,1.719,254.92,0.940,bicubic,+4.188,+0.895,-2 mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,89.276,10.724,98.262,1.738,32.59,1.000,bicubic,+4.286,+0.968,+10 mambaout_base_tall_rw.sw_e500_in1k,288,89.276,10.724,98.189,1.810,86.48,1.000,bicubic,+4.288,+0.855,+10 beitv2_base_patch16_224.in1k_ft_in1k,224,89.271,10.729,98.249,1.751,86.53,0.900,bicubic,+3.675,+0.735,-62 hgnet_small.ssld_in1k,288,89.246,10.754,98.369,1.631,24.36,1.000,bicubic,+4.878,+1.239,+102 xcit_small_12_p16_384.fb_dist_in1k,384,89.243,10.757,98.258,1.742,26.25,1.000,bicubic,+4.510,+1.122,+41 xcit_small_24_p8_224.fb_dist_in1k,224,89.224,10.776,98.236,1.764,47.63,1.000,bicubic,+4.346,+1.036,+25 vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,89.218,10.782,98.350,1.650,88.30,1.000,bicubic,+3.820,+0.686,-44 coat_lite_medium_384.in1k,384,89.216,10.784,98.226,1.774,44.57,1.000,bicubic,+4.326,+0.850,+20 deit3_huge_patch14_224.fb_in1k,224,89.212,10.789,98.172,1.828,632.13,0.900,bicubic,+4.008,+0.986,-28 swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,89.197,10.803,98.422,1.578,87.77,0.900,bicubic,+3.921,+0.744,-36 dm_nfnet_f2.dm_in1k,352,89.186,10.814,98.228,1.772,193.78,0.920,bicubic,+4.002,+0.888,-25 regnety_120.sw_in12k_ft_in1k,224,89.175,10.825,98.350,1.650,51.82,0.950,bicubic,+4.181,+0.938,-2 cait_xs24_384.fb_dist_in1k,384,89.169,10.831,98.285,1.714,26.67,1.000,bicubic,+5.105,+1.397,+137 tf_efficientnetv2_m.in21k_ft_in1k,384,89.160,10.840,98.392,1.608,54.14,1.000,bicubic,+4.392,+0.958,+31 eca_nfnet_l2.ra3_in1k,384,89.158,10.842,98.320,1.680,56.72,1.000,bicubic,+4.448,+1.328,+34 vit_base_patch16_clip_224.openai_ft_in1k,224,89.156,10.844,98.281,1.719,86.57,0.900,bicubic,+3.874,+0.833,-44 convnext_small.fb_in22k_ft_in1k,224,89.150,10.850,98.322,1.678,50.22,0.875,bicubic,+4.568,+1.044,+47 efficientnet_h_b5.sw_r448_e450_in1k,448,89.120,10.880,98.232,1.768,45.88,1.000,bicubic,+4.702,+1.092,+79 resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,89.120,10.880,98.185,1.815,468.53,0.875,bilinear,+4.030,+0.743,-20 fastvit_ma36.apple_dist_in1k,256,89.120,10.880,98.149,1.851,44.07,0.950,bicubic,+4.512,+1.153,+43 maxvit_small_tf_384.in1k,384,89.118,10.882,98.160,1.840,69.02,1.000,bicubic,+3.584,+0.694,-76 convformer_s18.sail_in1k_384,384,89.118,10.882,98.142,1.857,26.77,1.000,bicubic,+4.726,+1.032,+82 hgnetv2_b5.ssld_stage1_in22k_in1k,224,89.103,10.897,98.296,1.704,39.57,0.965,bicubic,+4.647,+1.448,+61 maxvit_tiny_tf_384.in1k,384,89.100,10.899,98.215,1.785,30.98,1.000,bicubic,+3.995,+0.833,-29 tiny_vit_21m_224.dist_in22k_ft_in1k,224,89.098,10.902,98.239,1.761,21.20,0.950,bicubic,+4.010,+0.987,-25 tf_efficientnet_b7.ra_in1k,600,89.090,10.910,98.192,1.808,66.35,0.949,bicubic,+4.164,+0.972,-2 vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,89.090,10.910,98.130,1.870,304.40,0.900,bicubic,+4.244,+0.644,+9 ecaresnet269d.ra2_in1k,352,89.088,10.912,98.243,1.757,102.09,1.000,bicubic,+4.120,+1.019,-14 tf_efficientnetv2_l.in1k,384,89.079,10.921,98.228,1.772,118.52,1.000,bicubic,+3.877,+0.804,-45 efficientvit_l2.r224_in1k,224,89.073,10.927,98.031,1.968,63.71,1.000,bicubic,+4.027,+0.927,-25 vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.066,10.934,98.170,1.830,60.40,0.950,bicubic,+3.640,+0.692,-70 vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.062,10.938,98.256,1.744,38.88,0.950,bicubic,+4.106,+0.872,-16 vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,89.060,10.940,98.292,1.708,88.30,0.950,bicubic,+3.842,+0.894,-54 xcit_large_24_p16_224.fb_dist_in1k,224,89.053,10.947,98.064,1.937,189.10,1.000,bicubic,+4.117,+0.936,-13 regnety_1280.seer_ft_in1k,384,89.047,10.953,98.151,1.849,644.81,1.000,bicubic,+4.621,+1.065,+61 convnext_small.in12k_ft_in1k,288,89.026,10.974,98.230,1.770,50.22,1.000,bicubic,+3.702,+0.676,-66 resmlp_big_24_224.fb_in22k_ft_in1k,224,89.024,10.976,98.215,1.785,129.14,0.875,bicubic,+4.610,+1.107,+63 mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,89.024,10.976,98.081,1.919,32.59,0.950,bicubic,+4.356,+0.973,+17 dm_nfnet_f1.dm_in1k,320,89.022,10.979,98.254,1.746,132.63,0.910,bicubic,+4.322,+1.076,+13 xcit_small_12_p8_224.fb_dist_in1k,224,89.019,10.981,98.078,1.922,26.21,1.000,bicubic,+4.767,+1.204,+83 mobilenetv4_hybrid_large.e600_r384_in1k,448,89.015,10.985,98.055,1.945,37.76,1.000,bicubic,+4.751,+1.099,+79 vit_large_patch16_rope_mixed_224.naver_in1k,224,89.013,10.987,98.160,1.840,304.20,0.900,bicubic,+4.173,+1.032,-5 caformer_m36.sail_in1k,224,89.000,11.000,98.038,1.962,56.20,1.000,bicubic,+3.758,+0.812,-66 efficientnetv2_rw_m.agc_in1k,416,88.992,11.008,98.213,1.787,53.24,1.000,bicubic,+4.162,+1.065,-7 hgnetv2_b3.ssld_stage2_ft_in1k,288,88.992,11.008,98.179,1.821,16.29,1.000,bicubic,+5.404,+1.367,+193 convnext_large.fb_in1k,288,88.990,11.011,98.044,1.956,197.77,1.000,bicubic,+4.128,+0.834,-13 caformer_s18.sail_in22k_ft_in1k,224,88.975,11.025,98.307,1.693,26.34,1.000,bicubic,+4.883,+1.125,+99 regnetz_040_h.ra3_in1k,320,88.972,11.028,98.194,1.806,28.94,1.000,bicubic,+4.474,+1.188,+27 vit_large_patch16_rope_224.naver_in1k,224,88.972,11.028,98.100,1.900,304.17,0.900,bicubic,+4.326,+0.980,+10 edgenext_base.in21k_ft_in1k,320,88.970,11.030,98.269,1.732,18.51,1.000,bicubic,+4.894,+1.061,+97 vit_large_patch16_rope_ape_224.naver_in1k,224,88.968,11.032,98.059,1.941,304.37,0.900,bicubic,+4.308,+0.913,+4 hgnetv2_b4.ssld_stage2_ft_in1k,288,88.962,11.038,98.307,1.693,19.80,1.000,bicubic,+5.010,+1.241,+110 mambaout_small_rw.sw_e450_in1k,288,88.962,11.038,98.070,1.930,48.50,1.000,bicubic,+4.358,+0.974,+11 regnetz_e8.ra3_in1k,256,88.957,11.043,98.249,1.751,57.70,0.940,bicubic,+4.539,+1.261,+45 regnetz_d8_evos.ch_in1k,320,88.957,11.043,98.179,1.821,23.46,1.000,bicubic,+4.819,+1.161,+85 tf_efficientnet_b5.ap_in1k,456,88.949,11.051,98.185,1.815,30.39,0.934,bicubic,+4.691,+1.201,+65 regnety_1280.swag_lc_in1k,224,88.947,11.053,98.234,1.766,644.81,0.965,bicubic,+2.983,+0.382,-150 efficientnet_x_b5.sw_r448_e450_in1k,448,88.947,11.053,98.222,1.778,33.44,1.000,bicubic,+4.745,+1.250,+73 deit3_base_patch16_384.fb_in1k,384,88.940,11.060,98.036,1.964,86.88,1.000,bicubic,+3.852,+0.682,-60 mvitv2_large.fb_in1k,224,88.940,11.060,97.961,2.039,217.99,0.900,bicubic,+3.676,+0.773,-84 hiera_base_plus_224.mae_in1k_ft_in1k,224,88.940,11.060,97.914,2.086,69.90,0.900,bicubic,+3.804,+0.752,-68 convnext_small.in12k_ft_in1k,224,88.938,11.062,98.269,1.732,50.22,0.950,bicubic,+3.774,+0.767,-75 deit3_medium_patch16_224.fb_in22k_ft_in1k,224,88.921,11.079,98.296,1.704,38.85,1.000,bicubic,+4.371,+1.116,+7 mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,88.917,11.083,98.192,1.808,32.59,0.950,bicubic,+4.603,+1.090,+49 tf_efficientnetv2_s.in21k_ft_in1k,384,88.913,11.087,98.273,1.727,21.46,1.000,bicubic,+4.581,+0.999,+46 convnext_tiny.in12k_ft_in1k,288,88.908,11.092,98.303,1.697,28.59,1.000,bicubic,+4.460,+1.229,+21 nextvit_small.bd_in1k_384,384,88.906,11.094,98.049,1.951,31.76,1.000,bicubic,+4.870,+1.055,+89 hgnetv2_b4.ssld_stage1_in22k_in1k,288,88.902,11.098,98.283,1.717,19.80,1.000,bicubic,+5.452,+1.363,+193 volo_d1_224.sail_in1k,224,88.898,11.102,98.023,1.977,26.63,0.960,bicubic,+4.750,+1.251,+68 tf_efficientnetv2_xl.in21k_ft_in1k,384,88.898,11.102,97.978,2.022,208.12,1.000,bicubic,+3.336,+0.522,-125 tf_efficientnetv2_m.in1k,384,88.895,11.104,98.222,1.778,54.14,1.000,bicubic,+4.341,+1.163,-2 ecaresnet269d.ra2_in1k,320,88.893,11.107,98.215,1.785,102.09,0.950,bicubic,+4.169,+1.035,-24 vit_base_patch16_224.augreg_in21k_ft_in1k,224,88.887,11.113,98.219,1.781,86.57,0.900,bicubic,+4.353,+0.919,-1 convnextv2_base.fcmae_ft_in1k,224,88.866,11.134,98.068,1.932,88.72,0.875,bicubic,+3.976,+0.980,-45 resnetrs420.tf_in1k,416,88.861,11.139,98.019,1.981,191.89,1.000,bicubic,+3.851,+0.909,-67 convnext_tiny.fb_in22k_ft_in1k_384,384,88.859,11.141,98.290,1.710,28.59,1.000,bicubic,+4.761,+1.508,+67 convformer_b36.sail_in1k,224,88.857,11.143,97.882,2.118,99.88,1.000,bicubic,+4.031,+0.934,-38 coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,88.853,11.147,97.865,2.135,41.72,0.950,bicubic,+3.913,+0.897,-60 regnetz_d8.ra3_in1k,320,88.846,11.154,98.187,1.813,23.37,1.000,bicubic,+4.802,+1.183,+74 resnetrs270.tf_in1k,352,88.840,11.160,98.134,1.866,129.86,1.000,bicubic,+4.402,+1.162,+11 resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,88.836,11.164,98.044,1.956,194.03,0.875,bilinear,+4.670,+0.852,+55 hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,88.832,11.168,98.113,1.887,34.36,0.950,bicubic,+3.919,+0.853,-56 mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,88.821,11.179,97.957,2.043,37.76,1.000,bicubic,+4.469,+1.069,+26 mambaout_base.in1k,288,88.821,11.179,97.850,2.150,84.81,1.000,bicubic,+4.091,+0.916,-37 vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,88.817,11.184,98.341,1.659,36.47,1.000,bicubic,+4.751,+1.031,+64 swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,88.817,11.184,98.335,1.665,49.61,0.900,bicubic,+5.487,+1.339,+201 maxxvit_rmlp_small_rw_256.sw_in1k,256,88.812,11.188,98.072,1.928,66.01,0.950,bicubic,+4.178,+1.010,-28 xcit_tiny_24_p8_384.fb_dist_in1k,384,88.804,11.196,98.183,1.817,12.11,1.000,bicubic,+5.020,+1.467,+110 vit_base_r50_s16_384.orig_in21k_ft_in1k,384,88.802,11.198,98.245,1.755,98.95,1.000,bicubic,+3.814,+0.949,-76 xcit_medium_24_p16_224.fb_dist_in1k,224,88.802,11.198,98.036,1.964,84.40,1.000,bicubic,+4.510,+1.100,+27 seresnet152d.ra2_in1k,320,88.799,11.200,98.168,1.832,66.84,1.000,bicubic,+4.456,+1.124,+19 hrnet_w48_ssld.paddle_in1k,224,88.793,11.207,98.108,1.892,77.47,0.950,bilinear,+5.137,+1.260,+133 tf_efficientnet_b7.aa_in1k,600,88.793,11.207,98.055,1.945,66.35,0.949,bicubic,+4.369,+1.191,+5 rexnetr_300.sw_in12k_ft_in1k,288,88.789,11.211,98.341,1.659,34.81,1.000,bicubic,+4.207,+0.927,-29 mambaout_base_wide_rw.sw_e500_in1k,224,88.787,11.213,97.908,2.092,94.45,0.950,bicubic,+4.339,+0.580,-6 fastvit_sa36.apple_dist_in1k,256,88.784,11.216,98.093,1.907,31.53,0.900,bicubic,+4.756,+1.221,+62 hgnetv2_b3.ssld_stage1_in22k_in1k,288,88.782,11.218,98.200,1.800,16.29,1.000,bicubic,+5.664,+1.746,+218 mambaout_base_short_rw.sw_e500_in1k,224,88.778,11.222,97.861,2.139,88.83,0.950,bicubic,+4.414,+0.917,+10 convnext_base.fb_in1k,288,88.776,11.224,97.923,2.077,88.59,1.000,bicubic,+4.310,+0.941,-17 tf_efficientnet_b6.aa_in1k,528,88.770,11.230,98.068,1.932,43.04,0.942,bicubic,+4.646,+1.178,+40 convformer_m36.sail_in1k,224,88.770,11.230,97.765,2.235,57.05,1.000,bicubic,+4.284,+0.899,-23 deit3_large_patch16_224.fb_in1k,224,88.763,11.237,97.908,2.092,304.37,0.900,bicubic,+3.991,+0.564,-58 edgenext_base.usi_in1k,320,88.761,11.239,98.147,1.853,18.51,1.000,bicubic,+4.791,+1.377,+59 hiera_base_224.mae_in1k_ft_in1k,224,88.759,11.241,97.989,2.011,51.52,0.900,bicubic,+4.231,+0.979,-31 eca_nfnet_l2.ra3_in1k,320,88.757,11.243,98.170,1.830,56.72,0.900,bicubic,+4.587,+1.154,+30 resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,88.757,11.243,98.142,1.857,88.79,0.875,bilinear,+4.481,+0.954,+13 hgnet_small.ssld_in1k,224,88.755,11.245,98.149,1.851,24.36,0.965,bicubic,+4.937,+1.303,+82 resnetrs200.tf_in1k,320,88.755,11.245,98.104,1.896,93.21,1.000,bicubic,+4.307,+1.232,-19 convnextv2_tiny.fcmae_ft_in22k_in1k,288,88.750,11.250,98.200,1.800,28.64,1.000,bicubic,+4.322,+0.940,-14 caformer_s36.sail_in1k,224,88.748,11.252,98.014,1.986,39.30,1.000,bicubic,+4.220,+0.992,-36 convformer_s18.sail_in22k_ft_in1k,224,88.746,11.254,98.209,1.791,26.77,1.000,bicubic,+4.978,+1.163,+93 resnetrs350.tf_in1k,384,88.746,11.254,98.034,1.966,163.96,1.000,bicubic,+4.036,+0.778,-62 vit_base_patch16_224_miil.in21k_ft_in1k,224,88.744,11.256,98.025,1.975,86.54,0.875,bilinear,+4.466,+1.227,+5 efficientvit_l1.r224_in1k,224,88.744,11.256,97.792,2.208,52.65,1.000,bicubic,+4.280,+0.932,-31 mambaout_small.in1k,288,88.740,11.260,97.940,2.060,48.49,1.000,bicubic,+4.228,+0.970,-40 rdnet_large.nv_in1k,224,88.733,11.267,97.970,2.030,186.27,0.900,bicubic,+3.939,+0.814,-76 mambaout_base_tall_rw.sw_e500_in1k,224,88.733,11.267,97.948,2.052,86.48,0.950,bicubic,+4.297,+0.992,-24 regnetz_040.ra3_in1k,320,88.727,11.273,98.089,1.911,27.12,1.000,bicubic,+4.485,+1.153,+7 convnext_tiny.in12k_ft_in1k,224,88.712,11.288,98.198,1.802,28.59,0.950,bicubic,+4.520,+1.338,+14 resnetv2_152x2_bit.goog_in21k_ft_in1k,448,88.710,11.290,98.305,1.695,236.34,1.000,bilinear,+4.242,+0.873,-39 efficientnetv2_rw_m.agc_in1k,320,88.708,11.292,98.038,1.962,53.24,1.000,bicubic,+4.412,+1.166,-5 davit_base.msft_in1k,224,88.703,11.297,97.874,2.127,87.95,0.950,bicubic,+4.051,+0.854,-65 regnety_160.deit_in1k,288,88.701,11.299,98.068,1.932,83.59,1.000,bicubic,+4.997,+1.252,+94 hgnetv2_b4.ssld_stage2_ft_in1k,224,88.695,11.305,98.142,1.857,19.80,0.965,bicubic,+4.995,+1.355,+96 mobilenetv4_conv_aa_large.e600_r384_in1k,480,88.676,11.324,98.023,1.977,32.59,1.000,bicubic,+4.850,+1.303,+64 flexivit_base.1200ep_in1k,240,88.661,11.339,97.961,2.039,86.59,0.950,bicubic,+3.983,+0.981,-73 regnety_640.seer_ft_in1k,384,88.652,11.348,98.168,1.832,281.38,1.000,bicubic,+4.728,+1.242,+37 regnetz_d32.ra3_in1k,320,88.652,11.348,98.085,1.915,27.58,0.950,bicubic,+4.624,+1.235,+30 vit_small_patch16_384.augreg_in21k_ft_in1k,384,88.650,11.350,98.236,1.764,22.20,1.000,bicubic,+4.836,+1.130,+62 davit_small.msft_in1k,224,88.639,11.361,97.953,2.047,49.75,0.950,bicubic,+4.387,+1.011,-8 vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,88.637,11.363,98.185,1.815,38.86,0.950,bicubic,+4.195,+0.971,-41 eca_nfnet_l1.ra2_in1k,320,88.633,11.367,98.136,1.864,41.41,1.000,bicubic,+4.571,+1.110,+19 regnety_080.ra3_in1k,288,88.626,11.373,97.972,2.028,39.18,1.000,bicubic,+4.686,+1.088,+30 mvitv2_base.fb_in1k,224,88.626,11.373,97.816,2.184,51.47,0.900,bicubic,+4.202,+0.908,-35 mobilenetv4_hybrid_large.e600_r384_in1k,384,88.609,11.391,97.933,2.067,37.76,0.950,bicubic,+4.783,+1.185,+53 swinv2_base_window16_256.ms_in1k,256,88.609,11.391,97.901,2.099,87.92,0.900,bicubic,+4.001,+0.837,-76 repvgg_d2se.rvgg_in1k,320,88.607,11.393,98.010,1.990,133.33,1.000,bilinear,+5.057,+1.348,+103 rdnet_base.nv_in1k,224,88.605,11.395,97.888,2.112,87.45,0.900,bicubic,+4.239,+1.010,-31 maxvit_base_tf_224.in1k,224,88.599,11.401,97.859,2.142,119.47,0.950,bicubic,+3.715,+0.857,-109 convnext_large.fb_in1k,224,88.594,11.405,97.841,2.159,197.77,0.875,bicubic,+4.290,+0.900,-25 flexivit_base.600ep_in1k,240,88.582,11.418,97.918,2.082,86.59,0.950,bicubic,+4.018,+1.008,-73 regnety_320.seer_ft_in1k,384,88.579,11.421,98.111,1.889,145.05,1.000,bicubic,+5.255,+1.398,+146 resnetv2_152x4_bit.goog_in21k_ft_in1k,480,88.567,11.433,98.192,1.808,936.53,1.000,bilinear,+3.631,+0.736,-123 efficientvit_b3.r288_in1k,288,88.567,11.433,97.716,2.284,48.65,1.000,bicubic,+4.405,+0.984,-7 seresnextaa101d_32x8d.ah_in1k,288,88.556,11.444,97.989,2.011,93.59,1.000,bicubic,+3.976,+0.927,-79 resnetaa101d.sw_in12k_ft_in1k,288,88.554,11.446,98.074,1.926,44.57,1.000,bicubic,+4.440,+0.960,-5 xcit_small_24_p16_224.fb_dist_in1k,224,88.539,11.461,98.002,1.998,47.67,1.000,bicubic,+4.659,+1.268,+31 swinv2_base_window8_256.ms_in1k,256,88.537,11.463,97.897,2.103,87.92,0.900,bicubic,+4.291,+0.995,-25 maxvit_rmlp_small_rw_224.sw_in1k,224,88.537,11.463,97.779,2.220,64.90,0.900,bicubic,+4.049,+1.007,-71 resnest269e.in1k,416,88.533,11.467,98.021,1.979,110.93,0.928,bicubic,+3.991,+1.033,-79 coatnet_rmlp_2_rw_224.sw_in1k,224,88.520,11.480,97.581,2.419,73.88,0.950,bicubic,+3.912,+0.837,-89 regnetz_d8.ra3_in1k,256,88.516,11.485,97.970,2.030,23.37,0.940,bicubic,+4.969,+1.224,+89 resnet200d.ra2_in1k,320,88.516,11.485,97.965,2.035,64.69,1.000,bicubic,+4.540,+1.145,+9 fastvit_sa24.apple_dist_in1k,256,88.509,11.491,97.944,2.056,21.55,0.900,bicubic,+5.141,+1.370,+123 repvit_m2_3.dist_300e_in1k,224,88.507,11.493,97.927,2.073,23.69,0.950,bicubic,+4.983,+1.395,+89 rexnetr_300.sw_in12k_ft_in1k,224,88.505,11.495,98.076,1.924,34.81,0.950,bicubic,+4.469,+1.084,-1 edgenext_base.in21k_ft_in1k,256,88.503,11.497,98.014,1.986,18.51,0.950,bicubic,+5.087,+1.214,+113 hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,88.501,11.499,98.051,1.949,34.36,0.950,bicubic,+3.937,+0.943,-91 convformer_s36.sail_in1k,224,88.498,11.502,97.771,2.229,40.01,1.000,bicubic,+4.430,+1.027,-11 mobilenetv4_conv_large.e600_r384_in1k,448,88.494,11.506,97.950,2.050,32.59,1.000,bicubic,+5.076,+1.338,+109 fasternet_l.in1k,224,88.492,11.508,97.963,2.037,93.47,1.000,bicubic,+4.976,+1.305,+85 seresnext101_32x8d.ah_in1k,288,88.492,11.508,97.876,2.124,93.57,1.000,bicubic,+4.300,+0.744,-28 efficientnetv2_rw_s.ra2_in1k,384,88.490,11.510,97.974,2.026,23.94,1.000,bicubic,+4.660,+1.262,+23 crossvit_18_dagger_408.in1k,408,88.488,11.512,97.886,2.114,44.61,1.000,bicubic,+4.290,+1.052,-34 mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,88.488,11.512,97.765,2.235,37.76,0.950,bicubic,+4.492,+1.051,-5 repvit_m2_3.dist_450e_in1k,224,88.486,11.514,98.053,1.947,23.69,0.950,bicubic,+4.740,+1.403,+39 dm_nfnet_f2.dm_in1k,256,88.486,11.514,97.959,2.041,193.78,0.920,bicubic,+4.386,+1.049,-25 flexivit_base.300ep_in1k,240,88.486,11.514,97.839,2.161,86.59,0.950,bicubic,+4.084,+0.955,-64 mambaout_tiny.in1k,288,88.486,11.514,97.784,2.216,26.55,1.000,bicubic,+5.034,+1.244,+92 gcvit_base.in1k,224,88.484,11.517,97.775,2.225,90.32,0.875,bicubic,+4.028,+0.557,-85 efficientformerv2_l.snap_dist_in1k,224,88.481,11.519,97.933,2.067,26.32,0.950,bicubic,+4.839,+1.387,+59 nextvit_base.bd_in1k,224,88.477,11.523,97.918,2.082,44.82,0.950,bicubic,+4.979,+1.270,+78 vit_base_patch16_rope_mixed_224.naver_in1k,224,88.475,11.525,97.931,2.069,86.44,0.900,bicubic,+4.669,+1.209,+22 maxvit_large_tf_224.in1k,224,88.475,11.525,97.831,2.169,211.79,0.950,bicubic,+3.537,+0.851,-155 hgnet_tiny.ssld_in1k,288,88.471,11.529,98.096,1.905,14.74,1.000,bicubic,+5.943,+1.576,+235 tf_efficientnet_b3.ns_jft_in1k,300,88.469,11.531,98.027,1.973,12.23,0.904,bicubic,+4.415,+1.101,-24 regnetv_064.ra3_in1k,288,88.466,11.534,98.061,1.939,30.58,1.000,bicubic,+4.720,+1.315,+30 maxvit_small_tf_224.in1k,224,88.464,11.536,97.876,2.124,68.93,0.950,bicubic,+4.012,+1.052,-92 mambaout_small_rw.sw_e450_in1k,224,88.462,11.538,97.856,2.144,48.50,1.000,bicubic,+4.422,+1.114,-25 mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,88.456,11.544,98.070,1.930,11.07,1.000,bicubic,+5.458,+1.394,+152 regnety_320.swag_lc_in1k,224,88.449,11.551,98.106,1.894,145.05,0.965,bicubic,+3.795,+0.614,-125 cait_s24_224.fb_dist_in1k,224,88.447,11.553,97.950,2.050,46.92,1.000,bicubic,+4.963,+1.364,+71 resnetv2_101x3_bit.goog_in21k_ft_in1k,448,88.445,11.555,98.155,1.845,387.93,1.000,bilinear,+4.015,+0.775,-89 resmlp_big_24_224.fb_distilled_in1k,224,88.441,11.559,97.938,2.062,129.14,0.875,bicubic,+4.847,+1.279,+52 inception_next_base.sail_in1k,224,88.439,11.561,97.779,2.220,86.67,0.950,bicubic,+4.341,+0.641,-41 vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,88.434,11.566,98.127,1.873,22.52,0.950,bicubic,+4.634,+1.543,+8 resnest200e.in1k,320,88.434,11.566,98.040,1.960,70.20,0.909,bicubic,+4.554,+1.160,-9 resnetrs350.tf_in1k,288,88.434,11.566,97.888,2.112,163.96,1.000,bicubic,+4.130,+0.996,-73 vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,88.430,11.570,97.876,2.124,86.59,0.900,bicubic,+4.532,+1.124,-16 swin_base_patch4_window12_384.ms_in1k,384,88.428,11.572,97.814,2.186,87.90,1.000,bicubic,+3.950,+0.928,-110 seresnext101d_32x8d.ah_in1k,288,88.426,11.574,97.944,2.056,93.59,1.000,bicubic,+4.046,+1.280,-87 vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,88.424,11.576,98.072,1.928,328.99,0.900,bicubic,+3.990,+0.920,-99 regnetz_c16_evos.ch_in1k,320,88.413,11.587,98.040,1.960,13.49,0.950,bicubic,+5.753,+1.560,+188 convnext_small.fb_in1k,288,88.413,11.587,98.010,1.990,50.22,1.000,bicubic,+4.709,+1.220,+21 tf_efficientnetv2_s.in1k,384,88.413,11.587,97.927,2.073,21.46,1.000,bicubic,+4.513,+1.225,-23 nextvit_large.bd_in1k,224,88.404,11.595,97.965,2.035,57.87,0.950,bicubic,+4.751,+1.283,+31 tf_efficientnet_b5.aa_in1k,456,88.402,11.598,97.933,2.067,30.39,0.934,bicubic,+4.706,+1.221,+24 resnetv2_50x3_bit.goog_in21k_ft_in1k,448,88.400,11.600,98.185,1.815,217.32,1.000,bilinear,+4.418,+1.055,-38 vit_base_patch16_384.orig_in21k_ft_in1k,384,88.398,11.602,98.147,1.853,86.86,1.000,bicubic,+4.186,+0.937,-71 mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,88.398,11.602,98.066,1.934,11.07,1.000,bicubic,+5.008,+1.300,+76 tresnet_v2_l.miil_in21k_ft_in1k,224,88.387,11.613,97.908,2.092,46.17,0.875,bilinear,+4.477,+1.416,-34 edgenext_base.usi_in1k,256,88.385,11.615,98.064,1.937,18.51,0.950,bicubic,+4.701,+1.314,+21 efficientnet_b4.ra2_in1k,384,88.381,11.619,97.944,2.056,19.34,1.000,bicubic,+4.913,+1.370,+52 convnext_base.fb_in1k,224,88.377,11.623,97.777,2.223,88.59,0.875,bicubic,+4.539,+1.031,-20 hgnetv2_b4.ssld_stage1_in22k_in1k,224,88.368,11.632,98.083,1.917,19.80,0.965,bicubic,+5.476,+1.451,+142 swinv2_small_window16_256.ms_in1k,256,88.368,11.632,97.848,2.152,49.73,0.900,bicubic,+4.152,+0.974,-78 vit_base_patch16_rope_224.naver_in1k,224,88.366,11.634,97.786,2.214,86.43,0.900,bicubic,+4.652,+1.112,+5 seresnet152d.ra2_in1k,256,88.364,11.636,98.061,1.939,66.84,0.950,bicubic,+4.662,+1.441,+10 resnet152d.ra2_in1k,320,88.360,11.640,97.946,2.054,60.21,1.000,bicubic,+4.676,+1.248,+13 convnextv2_tiny.fcmae_ft_in22k_in1k,224,88.358,11.643,97.948,2.052,28.64,0.875,bicubic,+4.454,+1.286,-41 fastvit_ma36.apple_in1k,256,88.355,11.645,97.927,2.073,44.07,0.950,bicubic,+4.471,+1.171,-35 tf_efficientnet_b4.ap_in1k,380,88.353,11.647,97.897,2.103,19.34,0.922,bicubic,+5.107,+1.505,+84 resnetrs420.tf_in1k,320,88.349,11.651,97.859,2.142,191.89,1.000,bicubic,+4.109,+0.997,-87 maxvit_rmlp_tiny_rw_256.sw_in1k,256,88.347,11.653,97.824,2.176,29.15,0.950,bicubic,+4.121,+1.042,-87 deit3_small_patch16_224.fb_in22k_ft_in1k,224,88.343,11.658,98.140,1.860,22.06,1.000,bicubic,+5.261,+1.366,+105 crossvit_15_dagger_408.in1k,408,88.343,11.658,97.869,2.131,28.50,1.000,bicubic,+4.501,+1.083,-32 vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,88.338,11.662,97.773,2.227,63.95,0.950,bicubic,+4.022,+0.963,-105 convnextv2_nano.fcmae_ft_in22k_in1k_384,384,88.321,11.679,97.940,2.060,15.62,1.000,bicubic,+4.955,+1.200,+60 efficientvit_b3.r256_in1k,256,88.321,11.679,97.570,2.430,48.65,1.000,bicubic,+4.539,+1.072,-20 regnety_064.ra3_in1k,288,88.317,11.683,97.865,2.135,30.58,1.000,bicubic,+4.601,+1.141,-9 deit3_small_patch16_384.fb_in1k,384,88.308,11.692,97.884,2.116,22.21,1.000,bicubic,+4.876,+1.210,+43 resnetrs200.tf_in1k,256,88.304,11.696,97.929,2.071,93.21,1.000,bicubic,+4.420,+1.167,-47 tf_efficientnet_b5.ra_in1k,456,88.304,11.696,97.914,2.086,30.39,0.934,bicubic,+4.470,+1.150,-38 cs3se_edgenet_x.c2ns_in1k,320,88.302,11.698,97.929,2.071,50.72,1.000,bicubic,+4.752,+1.263,+17 vit_base_patch16_rope_ape_224.naver_in1k,224,88.300,11.700,97.820,2.180,86.59,0.900,bicubic,+4.520,+1.210,-25 pvt_v2_b4.in1k,224,88.291,11.709,97.814,2.186,62.56,0.900,bicubic,+4.581,+1.200,-13 mvitv2_small.fb_in1k,224,88.289,11.711,97.707,2.293,34.87,0.900,bicubic,+4.517,+1.149,-24 ese_vovnet57b.ra4_e3600_r256_in1k,320,88.283,11.717,97.912,2.088,38.61,1.000,bicubic,+4.985,+1.390,+61 xcit_small_12_p16_224.fb_dist_in1k,224,88.283,11.717,97.854,2.146,26.25,1.000,bicubic,+4.929,+1.382,+53 efficientformer_l7.snap_dist_in1k,224,88.278,11.722,97.886,2.114,82.23,0.950,bicubic,+4.882,+1.354,+44 hgnetv2_b3.ssld_stage2_ft_in1k,224,88.276,11.724,97.923,2.077,16.29,0.965,bicubic,+5.362,+1.563,+113 regnetz_d8_evos.ch_in1k,256,88.274,11.726,97.959,2.041,23.46,0.950,bicubic,+4.870,+1.297,+39 regnetz_040_h.ra3_in1k,256,88.274,11.726,97.910,2.090,28.94,1.000,bicubic,+4.510,+1.210,-27 mambaout_base.in1k,224,88.270,11.730,97.664,2.336,84.81,1.000,bicubic,+4.076,+0.996,-102 resnetrs270.tf_in1k,256,88.268,11.732,97.861,2.139,129.86,1.000,bicubic,+4.672,+1.245,0 inception_next_small.sail_in1k,224,88.268,11.732,97.799,2.201,49.37,0.875,bicubic,+4.684,+1.201,+2 mambaout_small.in1k,224,88.266,11.734,97.730,2.270,48.49,1.000,bicubic,+4.172,+1.104,-92 rdnet_small.nv_in1k,224,88.264,11.736,97.906,2.095,50.44,0.900,bicubic,+4.606,+1.202,-13 regnetz_040.ra3_in1k,256,88.264,11.736,97.878,2.122,27.12,1.000,bicubic,+4.620,+1.196,-10 deit3_base_patch16_224.fb_in1k,224,88.261,11.739,97.805,2.195,86.59,0.900,bicubic,+4.461,+0.833,-43 gcvit_small.in1k,224,88.255,11.745,97.807,2.193,51.09,0.875,bicubic,+4.351,+0.843,-71 resnetrs152.tf_in1k,320,88.255,11.745,97.733,2.267,86.62,1.000,bicubic,+4.545,+1.061,-28 vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,88.255,11.745,97.664,2.336,60.23,0.950,bicubic,+4.349,+0.986,-74 regnetz_d32.ra3_in1k,256,88.253,11.747,97.880,2.120,27.58,0.950,bicubic,+4.821,+1.246,+21 convnext_nano.r384_in12k_ft_in1k,384,88.238,11.762,97.989,2.011,15.59,1.000,bicubic,+4.904,+1.365,+41 regnetv_040.ra3_in1k,288,88.227,11.773,97.970,2.030,20.64,1.000,bicubic,+5.023,+1.288,+53 resnetaa101d.sw_in12k_ft_in1k,224,88.217,11.783,97.933,2.067,44.57,0.950,bicubic,+4.673,+1.105,-4 deit_base_distilled_patch16_224.fb_in1k,224,88.212,11.788,97.912,2.088,87.34,0.900,bicubic,+4.828,+1.420,+28 xcit_tiny_24_p16_384.fb_dist_in1k,384,88.195,11.805,97.940,2.060,12.12,1.000,bicubic,+5.615,+1.680,+154 swinv2_small_window8_256.ms_in1k,256,88.189,11.811,97.777,2.223,49.73,0.900,bicubic,+4.345,+1.127,-68 vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,88.187,11.813,97.871,2.129,38.74,0.950,bicubic,+4.377,+1.047,-59 xception65p.ra3_in1k,299,88.187,11.813,97.794,2.205,39.82,0.940,bicubic,+5.027,+1.424,+54 hiera_small_224.mae_in1k_ft_in1k,224,88.182,11.818,97.654,2.346,35.01,0.900,bicubic,+4.294,+0.986,-79 mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,88.176,11.824,97.972,2.028,9.72,0.950,bicubic,+5.400,+1.524,+110 resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,88.170,11.830,97.865,2.135,88.79,0.875,bilinear,+5.450,+1.241,+118 regnety_160.deit_in1k,224,88.168,11.832,97.818,2.182,83.59,0.950,bicubic,+5.168,+1.316,+75 caformer_s18.sail_in1k,224,88.168,11.832,97.741,2.259,26.34,1.000,bicubic,+4.504,+1.215,-33 tiny_vit_21m_224.in1k,224,88.163,11.837,97.841,2.159,21.20,0.950,bicubic,+4.895,+1.239,+33 xcit_large_24_p8_224.fb_in1k,224,88.163,11.837,97.387,2.613,188.93,1.000,bicubic,+3.783,+0.469,-153 cait_xxs36_384.fb_dist_in1k,384,88.161,11.839,97.899,2.101,17.37,1.000,bicubic,+5.957,+1.751,+205 vit_medium_patch16_reg4_gap_256.sbb_in1k,256,88.157,11.843,97.880,2.120,38.88,0.950,bicubic,+4.691,+1.258,-3 tf_efficientnetv2_s.in21k_ft_in1k,300,88.153,11.848,97.935,2.065,21.46,1.000,bicubic,+4.805,+1.225,+21 mobilenetv4_conv_aa_large.e600_r384_in1k,384,88.153,11.848,97.726,2.274,32.59,0.950,bicubic,+4.889,+1.336,+31 coat_lite_medium.in1k,224,88.150,11.850,97.884,2.116,44.57,0.900,bicubic,+4.548,+1.170,-30 hgnetv2_b2.ssld_stage2_ft_in1k,288,88.148,11.852,97.984,2.015,11.22,1.000,bicubic,+5.786,+1.572,+171 resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,88.144,11.856,98.046,1.954,236.34,1.000,bicubic,+4.286,+0.916,-86 pvt_v2_b3.in1k,224,88.135,11.865,97.771,2.229,45.24,0.900,bicubic,+5.015,+1.211,+47 hgnetv2_b3.ssld_stage1_in22k_in1k,224,88.131,11.869,97.972,2.028,16.29,0.965,bicubic,+5.537,+1.608,+131 swiftformer_l3.dist_in1k,224,88.129,11.871,97.812,2.188,28.49,0.950,bicubic,+5.135,+1.576,+64 dm_nfnet_f0.dm_in1k,256,88.123,11.877,97.903,2.097,71.49,0.900,bicubic,+4.655,+1.481,-14 tiny_vit_11m_224.dist_in22k_ft_in1k,224,88.118,11.882,97.801,2.199,11.00,0.950,bicubic,+4.886,+1.173,+26 pvt_v2_b5.in1k,224,88.114,11.886,97.696,2.304,81.96,0.900,bicubic,+4.354,+1.062,-66 vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,88.112,11.888,97.677,2.323,60.40,0.950,bicubic,+4.402,+1.061,-59 resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,88.108,11.892,97.963,2.037,44.18,0.875,bilinear,+4.840,+1.203,+17 pit_b_distilled_224.in1k,224,88.106,11.894,97.645,2.355,74.79,0.900,bicubic,+4.332,+1.177,-73 xcit_tiny_12_p8_384.fb_dist_in1k,384,88.103,11.897,97.925,2.075,6.71,1.000,bicubic,+5.709,+1.731,+153 rexnetr_200.sw_in12k_ft_in1k,288,88.101,11.899,98.021,1.979,16.52,1.000,bicubic,+4.941,+1.515,+27 fastvit_sa36.apple_in1k,256,88.101,11.899,97.794,2.205,31.53,0.900,bicubic,+4.599,+1.162,-28 fasternet_m.in1k,224,88.088,11.912,97.884,2.116,53.52,1.000,bicubic,+5.240,+1.496,+73 hrnet_w18_ssld.paddle_in1k,288,88.078,11.922,97.829,2.171,21.30,1.000,bilinear,+6.026,+1.579,+206 dm_nfnet_f1.dm_in1k,224,88.067,11.933,97.844,2.156,132.63,0.910,bicubic,+4.623,+1.210,-19 xception65.ra3_in1k,299,88.065,11.935,97.752,2.248,39.92,0.940,bicubic,+4.879,+1.156,+18 regnety_160.swag_lc_in1k,224,88.063,11.937,98.038,1.962,83.59,0.965,bicubic,+4.257,+0.754,-89 seresnextaa101d_32x8d.ah_in1k,224,88.059,11.941,97.724,2.276,93.59,0.950,bicubic,+4.159,+1.076,-112 resnet152.a1h_in1k,288,88.056,11.944,97.709,2.291,60.19,1.000,bicubic,+4.562,+1.187,-34 mobilenetv4_conv_large.e600_r384_in1k,384,88.056,11.944,97.707,2.293,32.59,0.950,bicubic,+5.082,+1.463,+50 xcit_tiny_24_p8_224.fb_dist_in1k,224,88.054,11.946,97.850,2.150,12.11,1.000,bicubic,+5.476,+1.664,+117 efficientvit_b3.r224_in1k,224,88.054,11.946,97.575,2.425,48.65,0.950,bicubic,+4.610,+1.237,-25 convnextv2_tiny.fcmae_ft_in1k,288,88.052,11.948,97.854,2.146,28.64,1.000,bicubic,+4.574,+1.136,-36 convnext_small.fb_in1k,224,88.052,11.948,97.784,2.216,50.22,0.875,bicubic,+4.908,+1.352,+21 swin_s3_base_224.ms_in1k,224,88.052,11.948,97.649,2.351,71.13,0.900,bicubic,+4.132,+0.999,-125 mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,88.039,11.961,97.794,2.205,11.07,0.950,bicubic,+5.087,+1.325,+46 focalnet_base_srf.ms_in1k,224,88.033,11.967,97.639,2.361,88.15,0.900,bicubic,+4.225,+0.979,-100 regnety_080.ra3_in1k,224,88.031,11.969,97.707,2.293,39.18,0.950,bicubic,+4.865,+1.227,+9 vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,88.027,11.973,97.619,2.381,86.43,0.950,bicubic,+4.155,+0.943,-116 maxvit_tiny_tf_224.in1k,224,88.024,11.976,97.824,2.176,30.92,0.950,bicubic,+4.598,+1.240,-28 vit_medium_patch16_reg1_gap_256.sbb_in1k,256,88.022,11.978,97.730,2.270,38.88,0.950,bicubic,+4.560,+1.182,-38 convnext_tiny.fb_in22k_ft_in1k,224,88.018,11.982,97.920,2.080,28.59,0.875,bicubic,+5.118,+1.630,+47 eca_nfnet_l1.ra2_in1k,256,88.016,11.984,97.918,2.082,41.41,0.900,bicubic,+4.752,+1.234,-6 focalnet_base_lrf.ms_in1k,224,88.012,11.988,97.621,2.378,88.75,0.900,bicubic,+4.184,+1.011,-113 gcvit_tiny.in1k,224,88.003,11.997,97.728,2.272,28.22,0.875,bicubic,+4.603,+1.334,-28 mobilenetv4_conv_large.e500_r256_in1k,320,88.001,11.999,97.675,2.325,32.59,1.000,bicubic,+5.329,+1.365,+76 cs3sedarknet_x.c2ns_in1k,288,87.992,12.008,97.792,2.208,35.40,1.000,bicubic,+5.338,+1.444,+81 resnet152d.ra2_in1k,256,87.986,12.014,97.728,2.272,60.21,0.950,bicubic,+4.826,+1.082,+3 xcit_small_24_p8_224.fb_in1k,224,87.984,12.016,97.570,2.430,47.63,1.000,bicubic,+4.130,+0.934,-124 tf_efficientnet_b5.in1k,456,87.978,12.023,97.931,2.069,30.39,0.934,bicubic,+4.808,+1.397,-5 regnetz_c16.ra3_in1k,320,87.975,12.025,97.779,2.220,13.46,1.000,bicubic,+5.313,+1.448,+72 efficientformer_l3.snap_dist_in1k,224,87.975,12.025,97.713,2.287,31.41,0.950,bicubic,+5.413,+1.463,+100 nfnet_l0.ra2_in1k,288,87.973,12.027,97.861,2.139,35.07,1.000,bicubic,+5.207,+1.367,+57 tf_efficientnet_b4.aa_in1k,380,87.969,12.031,97.737,2.263,19.34,0.922,bicubic,+4.929,+1.439,+15 eca_nfnet_l0.ra2_in1k,288,87.967,12.033,97.876,2.124,24.14,1.000,bicubic,+5.377,+1.390,+89 resnet200d.ra2_in1k,256,87.960,12.040,97.820,2.180,64.69,0.950,bicubic,+4.710,+1.268,-18 mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,87.960,12.040,97.801,2.199,18.45,1.000,bicubic,+4.530,+1.225,-46 coatnet_1_rw_224.sw_in1k,224,87.950,12.050,97.461,2.539,41.72,0.950,bicubic,+4.330,+1.079,-83 regnety_032.ra_in1k,288,87.948,12.052,97.888,2.112,19.44,1.000,bicubic,+5.224,+1.462,+56 resnet101d.ra2_in1k,320,87.943,12.057,97.903,2.097,44.57,1.000,bicubic,+4.923,+1.447,+11 focalnet_small_lrf.ms_in1k,224,87.943,12.057,97.698,2.302,50.34,0.900,bicubic,+4.435,+1.112,-70 swinv2_cr_small_ns_224.sw_in1k,224,87.930,12.069,97.664,2.336,49.70,0.900,bicubic,+4.441,+1.178,-66 twins_svt_large.in1k,224,87.928,12.072,97.572,2.428,99.27,0.900,bicubic,+4.210,+0.972,-109 hgnet_tiny.ssld_in1k,224,87.922,12.078,97.865,2.135,14.74,0.965,bicubic,+5.980,+1.747,+187 repvit_m1_5.dist_450e_in1k,224,87.915,12.085,97.707,2.293,14.64,0.950,bicubic,+5.395,+1.449,+91 regnetv_064.ra3_in1k,224,87.911,12.089,97.754,2.246,30.58,0.950,bicubic,+4.793,+1.042,-6 resnetv2_101.a1h_in1k,288,87.911,12.089,97.660,2.340,44.54,1.000,bicubic,+4.909,+1.216,+6 vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,87.911,12.089,97.594,2.406,60.40,0.950,bicubic,+4.259,+1.048,-95 flexivit_small.1200ep_in1k,240,87.909,12.091,97.613,2.387,22.06,0.950,bicubic,+5.333,+1.461,+80 sequencer2d_l.in1k,224,87.907,12.093,97.711,2.289,54.30,0.875,bicubic,+4.501,+1.207,-55 efficientvit_b2.r288_in1k,288,87.907,12.093,97.592,2.408,24.33,1.000,bicubic,+4.829,+1.306,-5 vit_base_patch32_384.augreg_in21k_ft_in1k,384,87.903,12.097,98.021,1.979,88.30,1.000,bicubic,+4.545,+1.193,-49 regnety_040.ra3_in1k,288,87.896,12.104,97.880,2.120,20.65,1.000,bicubic,+4.848,+1.378,-6 twins_pcpvt_large.in1k,224,87.896,12.104,97.865,2.135,60.99,0.900,bicubic,+4.738,+1.495,-21 hgnetv2_b2.ssld_stage1_in22k_in1k,288,87.892,12.108,97.893,2.107,11.22,1.000,bicubic,+6.436,+1.877,+238 tf_efficientnetv2_s.in1k,300,87.890,12.110,97.745,2.255,21.46,1.000,bicubic,+4.728,+1.411,-28 coatnet_rmlp_1_rw_224.sw_in1k,224,87.875,12.125,97.630,2.370,41.69,0.950,bicubic,+4.525,+1.178,-51 maxvit_tiny_rw_224.sw_in1k,224,87.871,12.129,97.649,2.351,29.06,0.950,bicubic,+4.349,+1.161,-89 swin_base_patch4_window7_224.ms_in1k,224,87.869,12.131,97.558,2.442,87.77,0.900,bicubic,+4.265,+1.108,-102 ecaresnet101d.miil_in1k,288,87.866,12.134,97.899,2.101,44.57,0.950,bicubic,+4.860,+1.603,-8 convnext_nano.in12k_ft_in1k,288,87.864,12.136,97.895,2.105,15.59,1.000,bicubic,+4.982,+1.333,+13 deit_base_patch16_384.fb_in1k,384,87.862,12.138,97.510,2.490,86.86,1.000,bicubic,+4.754,+1.134,-21 mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,87.858,12.142,97.722,2.278,14.25,1.000,bicubic,+4.938,+1.272,+2 swin_s3_small_224.ms_in1k,224,87.854,12.146,97.442,2.558,49.74,0.900,bicubic,+4.076,+0.982,-139 efficientnetv2_rw_s.ra2_in1k,288,87.852,12.149,97.741,2.259,23.94,1.000,bicubic,+4.963,+1.413,+7 vit_little_patch16_reg4_gap_256.sbb_in1k,256,87.849,12.151,97.711,2.289,22.52,0.950,bicubic,+5.329,+1.599,+69 convformer_s18.sail_in1k,224,87.841,12.159,97.545,2.455,26.77,1.000,bicubic,+4.873,+1.299,-6 focalnet_small_srf.ms_in1k,224,87.832,12.168,97.551,2.449,49.89,0.900,bicubic,+4.404,+1.119,-77 xcit_small_12_p8_224.fb_in1k,224,87.830,12.170,97.562,2.438,26.21,1.000,bicubic,+4.476,+1.142,-65 deit3_medium_patch16_224.fb_in1k,224,87.822,12.178,97.643,2.357,38.85,0.900,bicubic,+4.732,+1.531,-27 seresnext101_32x8d.ah_in1k,224,87.822,12.178,97.545,2.455,93.57,0.950,bicubic,+4.204,+1.133,-115 maxxvit_rmlp_nano_rw_256.sw_in1k,256,87.815,12.185,97.752,2.248,16.78,0.950,bicubic,+4.779,+1.408,-22 flexivit_small.600ep_in1k,240,87.815,12.185,97.566,2.434,22.06,0.950,bicubic,+5.427,+1.524,+83 vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,87.807,12.193,97.765,2.235,88.22,0.900,bicubic,+4.503,+1.237,-62 tresnet_xl.miil_in1k_448,448,87.807,12.193,97.466,2.534,78.44,0.875,bilinear,+4.741,+1.286,-27 resnetv2_50x1_bit.goog_distilled_in1k,224,87.798,12.202,97.903,2.097,25.55,0.875,bicubic,+4.978,+1.377,+6 regnetz_c16_evos.ch_in1k,256,87.794,12.206,97.822,2.178,13.49,0.950,bicubic,+5.854,+1.672,+154 nextvit_small.bd_in1k,224,87.794,12.206,97.677,2.323,31.76,0.950,bicubic,+5.168,+1.453,+36 tf_efficientnetv2_b3.in21k_ft_in1k,300,87.785,12.215,97.893,2.107,14.36,0.900,bicubic,+5.151,+1.265,+31 repvit_m1_5.dist_300e_in1k,224,87.785,12.215,97.645,2.355,14.64,0.950,bicubic,+5.403,+1.619,+78 naflexvit_base_patch16_par_gap.e300_s576_in1k,384,87.766,12.234,97.335,2.665,86.63,1.000,bicubic,+4.258,+0.965,-109 convnext_tiny.fb_in1k,288,87.762,12.238,97.587,2.413,28.59,1.000,bicubic,+5.068,+1.443,+19 efficientnet_b4.ra2_in1k,320,87.755,12.245,97.630,2.370,19.34,0.875,bicubic,+5.097,+1.496,+23 regnety_064.ra3_in1k,224,87.751,12.249,97.643,2.357,30.58,0.950,bicubic,+4.745,+1.119,-31 rdnet_tiny.nv_in1k,224,87.743,12.257,97.705,2.295,23.86,0.900,bicubic,+4.929,+1.673,-2 regnety_320.tv2_in1k,224,87.743,12.257,97.675,2.325,145.05,0.965,bicubic,+4.573,+1.259,-59 convnextv2_nano.fcmae_ft_in22k_in1k,288,87.738,12.262,97.891,2.109,15.62,1.000,bicubic,+5.072,+1.345,+16 tresnet_m.miil_in21k_ft_in1k,224,87.736,12.264,97.525,2.474,31.39,0.875,bilinear,+4.646,+1.241,-44 hgnet_small.paddle_in1k,288,87.728,12.272,97.656,2.344,24.36,1.000,bicubic,+5.506,+1.432,+95 mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,87.725,12.274,97.686,2.314,11.07,1.000,bicubic,+5.225,+1.400,+49 gc_efficientnetv2_rw_t.agc_in1k,288,87.723,12.277,97.809,2.191,13.68,1.000,bicubic,+5.237,+1.507,+51 twins_pcpvt_base.in1k,224,87.723,12.277,97.722,2.278,43.83,0.900,bicubic,+4.999,+1.372,+4 mvitv2_tiny.fb_in1k,224,87.723,12.277,97.562,2.438,24.17,0.900,bicubic,+5.315,+1.412,+58 resnext101_64x4d.tv_in1k,224,87.717,12.283,97.585,2.415,83.46,0.875,bilinear,+4.739,+1.311,-35 maxvit_rmlp_nano_rw_256.sw_in1k,256,87.715,12.285,97.570,2.430,15.50,0.950,bicubic,+4.737,+1.318,-37 seresnext101d_32x8d.ah_in1k,224,87.713,12.287,97.707,2.293,93.59,0.950,bicubic,+4.011,+0.913,-153 resnetrs152.tf_in1k,256,87.706,12.294,97.528,2.472,86.62,1.000,bicubic,+4.806,+0.912,-27 mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,87.691,12.309,97.679,2.321,10.59,1.000,bicubic,+5.085,+1.365,+20 mambaout_tiny.in1k,224,87.689,12.311,97.491,2.509,26.55,1.000,bicubic,+4.947,+1.757,-7 swin_small_patch4_window7_224.ms_in1k,224,87.685,12.315,97.568,2.432,49.61,0.900,bicubic,+4.457,+1.242,-78 rexnet_300.nav_in1k,224,87.683,12.317,97.609,2.391,34.71,0.875,bicubic,+4.903,+1.379,-14 resnetv2_101x1_bit.goog_in21k_ft_in1k,448,87.678,12.322,97.946,2.054,44.54,1.000,bilinear,+5.347,+1.422,+63 mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,87.662,12.338,97.792,2.208,11.07,0.950,bicubic,+5.302,+1.536,+58 coat_small.in1k,224,87.662,12.338,97.538,2.462,21.69,0.900,bicubic,+5.284,+1.324,+54 pnasnet5large.tf_in1k,331,87.662,12.338,97.489,2.511,86.06,0.911,bicubic,+4.848,+1.205,-20 efficientnetv2_rw_t.ra2_in1k,288,87.657,12.343,97.679,2.321,13.65,1.000,bicubic,+5.303,+1.501,+57 cs3edgenet_x.c2_in1k,288,87.655,12.345,97.647,2.353,47.82,1.000,bicubic,+4.921,+1.273,-13 resnetaa50d.sw_in12k_ft_in1k,288,87.653,12.347,97.805,2.195,25.58,1.000,bicubic,+4.997,+1.313,-1 fastvit_sa24.apple_in1k,256,87.649,12.351,97.703,2.297,21.55,0.900,bicubic,+4.943,+1.425,-10 efficientvit_b2.r256_in1k,256,87.644,12.356,97.459,2.541,24.33,1.000,bicubic,+4.932,+1.367,-12 maxxvitv2_nano_rw_256.sw_in1k,256,87.642,12.358,97.534,2.466,23.70,0.950,bicubic,+4.534,+1.202,-70 maxvit_nano_rw_256.sw_in1k,256,87.642,12.358,97.521,2.479,15.45,0.950,bicubic,+4.708,+1.297,-47 resnet101.a1h_in1k,288,87.636,12.364,97.560,2.440,44.55,1.000,bicubic,+4.840,+1.236,-27 naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,87.636,12.364,97.447,2.554,86.46,1.000,bicubic,+4.168,+0.877,-134 xcit_medium_24_p8_224.fb_in1k,224,87.636,12.364,97.201,2.799,84.32,1.000,bicubic,+3.892,+0.807,-181 twins_svt_base.in1k,224,87.632,12.368,97.525,2.474,56.07,0.900,bicubic,+4.510,+1.095,-79 swinv2_tiny_window16_256.ms_in1k,256,87.625,12.375,97.549,2.451,28.35,0.900,bicubic,+4.797,+1.327,-38 resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,87.612,12.388,97.826,2.174,194.03,0.875,bilinear,+4.272,+0.983,-111 tf_efficientnet_b4.in1k,380,87.612,12.388,97.592,2.408,19.34,0.922,bicubic,+5.014,+1.460,+4 flexivit_small.300ep_in1k,240,87.610,12.390,97.613,2.387,22.06,0.950,bicubic,+5.440,+1.581,+75 convnext_nano.in12k_ft_in1k,224,87.604,12.396,97.797,2.203,15.59,0.950,bicubic,+5.298,+1.459,+50 cs3se_edgenet_x.c2ns_in1k,256,87.600,12.400,97.645,2.355,50.72,0.950,bicubic,+4.832,+1.339,-33 convnextv2_tiny.fcmae_ft_in1k,224,87.600,12.400,97.600,2.400,28.64,0.875,bicubic,+4.652,+1.314,-61 nest_base_jx.goog_in1k,224,87.600,12.400,97.515,2.485,67.72,0.875,bicubic,+4.047,+1.151,-160 convnextv2_nano.fcmae_ft_in1k,288,87.591,12.409,97.694,2.306,15.62,1.000,bicubic,+5.101,+1.468,+16 regnetv_040.ra3_in1k,224,87.589,12.411,97.671,2.329,20.64,0.950,bicubic,+5.149,+1.469,+23 tnt_b_patch16_224.in1k,224,87.585,12.415,97.481,2.519,65.43,0.900,bicubic,+4.721,+1.251,-52 resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,87.574,12.426,97.643,2.357,25.03,0.875,bilinear,+5.412,+1.587,+68 regnetz_c16.ra3_in1k,256,87.574,12.426,97.621,2.378,13.46,0.940,bicubic,+5.412,+1.397,+68 sequencer2d_m.in1k,224,87.572,12.428,97.583,2.417,38.31,0.875,bicubic,+4.736,+1.307,-53 tf_efficientnet_b2.ns_jft_in1k,260,87.570,12.430,97.651,2.349,9.11,0.890,bicubic,+5.158,+1.413,+19 naflexvit_base_patch16_gap.e300_s576_in1k,384,87.570,12.430,97.372,2.628,86.63,1.000,bicubic,+4.230,+1.006,-123 vit_base_patch32_clip_224.laion2b_ft_in1k,224,87.565,12.435,97.577,2.423,88.22,0.900,bicubic,+4.951,+1.371,-21 levit_384.fb_dist_in1k,224,87.565,12.435,97.549,2.451,39.13,0.900,bicubic,+4.965,+1.529,-13 levit_conv_384.fb_dist_in1k,224,87.565,12.435,97.549,2.451,39.13,0.900,bicubic,+4.965,+1.529,-13 davit_tiny.msft_in1k,224,87.561,12.439,97.579,2.421,28.36,0.950,bicubic,+4.867,+1.315,-36 ese_vovnet57b.ra4_e3600_r256_in1k,256,87.555,12.445,97.519,2.481,38.61,0.950,bicubic,+5.095,+1.513,+9 ecaresnet50t.ra2_in1k,320,87.550,12.450,97.666,2.334,25.57,0.950,bicubic,+5.180,+1.546,+21 regnetx_320.tv2_in1k,224,87.546,12.454,97.568,2.432,107.81,0.965,bicubic,+4.722,+1.368,-58 inception_next_tiny.sail_in1k,224,87.527,12.473,97.528,2.472,28.06,0.875,bicubic,+5.019,+1.528,-2 nest_small_jx.goog_in1k,224,87.510,12.490,97.519,2.481,38.35,0.875,bicubic,+4.378,+1.189,-106 pvt_v2_b2_li.in1k,224,87.510,12.490,97.474,2.526,22.55,0.900,bicubic,+5.310,+1.366,+48 efficientformerv2_s2.snap_dist_in1k,224,87.508,12.492,97.615,2.385,12.71,0.950,bicubic,+5.352,+1.703,+55 vit_base_patch16_rpn_224.sw_in1k,224,87.508,12.492,97.489,2.511,86.54,0.900,bicubic,+5.290,+1.493,+42 edgenext_small.usi_in1k,320,87.506,12.494,97.587,2.413,5.59,1.000,bicubic,+5.932,+1.875,+124 resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,87.491,12.509,97.801,2.199,236.34,0.875,bicubic,+4.573,+1.233,-80 rexnetr_200.sw_in12k_ft_in1k,224,87.484,12.516,97.765,2.235,16.52,0.950,bicubic,+4.882,+1.369,-29 coatnet_bn_0_rw_224.sw_in1k,224,87.484,12.516,97.553,2.447,27.44,0.950,bicubic,+5.090,+1.331,+7 efficientnet_b3.ra2_in1k,320,87.480,12.520,97.698,2.302,12.23,1.000,bicubic,+5.184,+1.762,+25 regnety_080_tv.tv2_in1k,224,87.471,12.529,97.634,2.366,39.38,0.965,bicubic,+4.891,+1.380,-25 vit_relpos_base_patch16_224.sw_in1k,224,87.471,12.529,97.558,2.442,86.43,0.900,bicubic,+4.989,+1.413,-9 vit_relpos_base_patch16_clsgap_224.sw_in1k,224,87.471,12.529,97.528,2.472,86.43,0.900,bicubic,+4.713,+1.350,-59 resnet152.a1h_in1k,224,87.459,12.541,97.400,2.600,60.19,0.950,bicubic,+4.641,+1.276,-70 regnetx_160.tv2_in1k,224,87.452,12.548,97.431,2.568,54.28,0.965,bicubic,+4.878,+1.373,-24 fbnetv3_g.ra2_in1k,288,87.448,12.552,97.547,2.453,16.62,0.950,bilinear,+5.414,+1.483,+58 wide_resnet50_2.racm_in1k,288,87.446,12.554,97.562,2.438,68.88,0.950,bicubic,+5.186,+1.500,+23 resnext101_64x4d.c1_in1k,288,87.437,12.563,97.438,2.562,83.46,1.000,bicubic,+4.279,+0.812,-124 resnet61q.ra2_in1k,288,87.435,12.565,97.607,2.393,36.85,1.000,bicubic,+4.903,+1.475,-25 convnextv2_nano.fcmae_ft_in22k_in1k,224,87.424,12.575,97.598,2.402,15.62,0.875,bicubic,+5.386,+1.424,+53 poolformerv2_m48.sail_in1k,224,87.424,12.575,97.406,2.594,73.35,1.000,bicubic,+4.812,+1.338,-44 hgnetv2_b2.ssld_stage2_ft_in1k,224,87.420,12.580,97.649,2.351,11.22,0.965,bicubic,+5.856,+1.755,+109 cs3sedarknet_l.c2ns_in1k,288,87.418,12.582,97.566,2.434,21.91,0.950,bicubic,+5.648,+1.604,+91 cait_xxs24_384.fb_dist_in1k,384,87.414,12.586,97.619,2.381,12.03,1.000,bicubic,+6.460,+2.189,+206 tresnet_l.miil_in1k_448,448,87.403,12.597,97.487,2.513,55.99,0.875,bilinear,+5.125,+1.499,+14 cs3darknet_x.c2ns_in1k,288,87.397,12.603,97.600,2.400,35.05,1.000,bicubic,+5.163,+1.366,+17 resnet51q.ra2_in1k,288,87.386,12.614,97.585,2.415,35.70,1.000,bilinear,+5.030,+1.403,-4 xcit_tiny_24_p8_224.fb_in1k,224,87.384,12.616,97.639,2.361,12.11,1.000,bicubic,+5.496,+1.661,+68 nasnetalarge.tf_in1k,331,87.371,12.629,97.429,2.571,88.75,0.911,bicubic,+4.733,+1.363,-58 sequencer2d_s.in1k,224,87.371,12.629,97.395,2.605,27.65,0.875,bicubic,+5.035,+1.363,-5 swinv2_cr_small_224.sw_in1k,224,87.369,12.631,97.338,2.662,49.70,0.900,bicubic,+4.243,+1.228,-134 coat_lite_small.in1k,224,87.367,12.633,97.368,2.632,19.84,0.900,bicubic,+5.063,+1.514,+1 pvt_v2_b2.in1k,224,87.365,12.635,97.528,2.472,25.36,0.900,bicubic,+5.303,+1.562,+36 nfnet_l0.ra2_in1k,224,87.363,12.637,97.517,2.483,35.07,0.900,bicubic,+5.493,+1.483,+63 seresnext50_32x4d.racm_in1k,288,87.360,12.640,97.602,2.398,27.56,0.950,bicubic,+5.174,+1.456,+18 resnet101d.ra2_in1k,256,87.358,12.642,97.619,2.381,44.57,0.950,bicubic,+5.104,+1.549,+5 resnetv2_50d_gn.ah_in1k,288,87.358,12.642,97.536,2.464,25.57,1.000,bicubic,+5.398,+1.756,+50 vit_relpos_medium_patch16_cls_224.sw_in1k,224,87.358,12.642,97.455,2.545,38.76,0.900,bicubic,+4.800,+1.379,-45 fastvit_sa12.apple_dist_in1k,256,87.354,12.646,97.491,2.509,11.58,0.900,bicubic,+5.516,+1.791,+66 hiera_tiny_224.mae_in1k_ft_in1k,224,87.343,12.657,97.376,2.624,27.91,0.900,bicubic,+4.517,+1.188,-99 crossvit_18_dagger_240.in1k,240,87.335,12.665,97.453,2.547,44.27,0.875,bicubic,+4.841,+1.383,-40 wide_resnet101_2.tv2_in1k,224,87.328,12.672,97.397,2.603,126.89,0.965,bilinear,+4.814,+1.385,-44 repvit_m3.dist_in1k,224,87.324,12.676,97.474,2.526,10.68,0.950,bicubic,+5.830,+1.912,+100 regnety_040.ra3_in1k,224,87.318,12.682,97.607,2.393,20.65,0.950,bicubic,+5.010,+1.529,-13 resnext101_32x8d.tv2_in1k,224,87.311,12.689,97.558,2.442,88.79,0.965,bilinear,+4.479,+1.324,-106 crossvit_18_240.in1k,240,87.309,12.691,97.485,2.515,43.27,0.875,bicubic,+4.919,+1.421,-30 convnext_tiny.fb_in1k,224,87.309,12.691,97.444,2.556,28.59,0.875,bicubic,+5.243,+1.590,+20 focalnet_tiny_srf.ms_in1k,224,87.307,12.693,97.412,2.588,28.43,0.900,bicubic,+5.161,+1.440,+13 resnetv2_101.a1h_in1k,224,87.301,12.699,97.329,2.671,44.54,0.950,bicubic,+5.259,+1.463,+23 ecaresnet50d.miil_in1k,288,87.299,12.701,97.664,2.336,25.58,0.950,bicubic,+5.651,+1.780,+71 resnest101e.in1k,256,87.299,12.701,97.558,2.442,48.28,0.875,bilinear,+4.383,+1.248,-123 swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,87.296,12.704,97.801,2.199,28.29,0.900,bicubic,+6.330,+1.781,+175 mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,87.294,12.706,97.564,2.436,14.62,1.000,bilinear,+5.462,+1.686,+53 ecaresnet101d.miil_in1k,224,87.292,12.708,97.560,2.440,44.57,0.875,bicubic,+5.112,+1.498,0 cs3sedarknet_x.c2ns_in1k,256,87.286,12.714,97.534,2.466,35.40,0.887,bicubic,+5.360,+1.512,+39 tiny_vit_11m_224.in1k,224,87.286,12.714,97.500,2.500,11.00,0.950,bicubic,+5.748,+1.630,+79 gcvit_xtiny.in1k,224,87.284,12.716,97.481,2.519,19.98,0.875,bicubic,+5.320,+1.515,+27 hrnet_w18_ssld.paddle_in1k,224,87.284,12.716,97.481,2.519,21.30,0.950,bilinear,+6.170,+2.359,+149 eca_nfnet_l0.ra2_in1k,224,87.281,12.719,97.551,2.449,24.14,0.900,bicubic,+5.519,+1.557,+57 coatnet_rmlp_nano_rw_224.sw_in1k,224,87.277,12.723,97.447,2.554,15.15,0.900,bicubic,+5.213,+1.573,+8 coatnext_nano_rw_224.sw_in1k,224,87.273,12.727,97.521,2.479,14.70,0.900,bicubic,+5.275,+2.227,+17 mobilenetv4_conv_medium.e500_r256_in1k,320,87.269,12.731,97.523,2.477,9.72,1.000,bicubic,+6.379,+1.773,+177 ecaresnet101d_pruned.miil_in1k,288,87.258,12.742,97.713,2.287,24.88,0.950,bicubic,+5.242,+1.533,+12 vit_relpos_medium_patch16_rpn_224.sw_in1k,224,87.258,12.742,97.449,2.551,38.73,0.900,bicubic,+4.944,+1.739,-34 regnety_032.ra_in1k,224,87.243,12.757,97.549,2.451,19.44,0.950,bicubic,+5.295,+1.577,+24 regnety_160.tv2_in1k,224,87.243,12.757,97.472,2.528,83.59,0.965,bicubic,+4.597,+1.242,-95 tresnet_xl.miil_in1k,224,87.237,12.763,97.395,2.605,78.44,0.875,bilinear,+5.177,+1.463,+3 resnetrs101.tf_in1k,288,87.232,12.768,97.457,2.543,63.62,0.940,bicubic,+4.944,+1.457,-30 poolformer_m48.sail_in1k,224,87.232,12.768,97.308,2.692,73.47,0.950,bicubic,+4.770,+1.222,-63 mixer_b16_224.miil_in21k_ft_in1k,224,87.230,12.770,97.417,2.583,59.88,0.875,bilinear,+4.916,+1.431,-40 xcit_tiny_12_p8_224.fb_dist_in1k,224,87.226,12.774,97.438,2.562,6.71,1.000,bicubic,+6.012,+1.824,+121 resnetv2_50d_evos.ah_in1k,288,87.215,12.785,97.423,2.577,25.59,1.000,bicubic,+5.191,+1.507,+3 xcit_tiny_12_p16_384.fb_dist_in1k,384,87.209,12.791,97.468,2.532,6.72,1.000,bicubic,+6.255,+1.830,+158 tf_efficientnet_b3.ap_in1k,300,87.209,12.791,97.393,2.607,12.23,0.904,bicubic,+5.367,+1.779,+29 convit_base.fb_in1k,224,87.200,12.800,97.297,2.703,86.54,0.875,bicubic,+4.904,+1.173,-39 resnet152.tv2_in1k,224,87.194,12.806,97.410,2.590,60.19,0.965,bilinear,+4.900,+1.410,-39 vit_base_patch32_clip_224.openai_ft_in1k,224,87.185,12.815,97.461,2.539,88.22,0.900,bicubic,+5.241,+1.489,+14 visformer_small.in1k,224,87.179,12.821,97.316,2.684,40.22,0.900,bicubic,+5.087,+1.440,-13 cs3edgenet_x.c2_in1k,256,87.175,12.825,97.521,2.479,47.82,0.887,bicubic,+4.977,+1.565,-27 focalnet_tiny_lrf.ms_in1k,224,87.172,12.828,97.363,2.637,28.65,0.900,bicubic,+4.998,+1.415,-25 vit_srelpos_medium_patch16_224.sw_in1k,224,87.172,12.828,97.303,2.697,38.74,0.900,bicubic,+4.916,+1.371,-40 convnext_tiny_hnf.a2h_in1k,288,87.162,12.838,97.282,2.718,28.59,1.000,bicubic,+4.554,+1.258,-104 crossvit_15_dagger_240.in1k,240,87.158,12.842,97.442,2.558,28.21,0.875,bicubic,+4.856,+1.482,-49 coatnet_0_rw_224.sw_in1k,224,87.153,12.847,97.214,2.786,27.44,0.950,bicubic,+4.757,+1.370,-71 mobilenetv4_conv_large.e500_r256_in1k,256,87.151,12.849,97.301,2.699,32.59,0.950,bicubic,+5.287,+1.605,+12 xcit_small_24_p16_224.fb_in1k,224,87.151,12.849,97.259,2.741,47.67,1.000,bicubic,+4.563,+1.263,-99 swin_s3_tiny_224.ms_in1k,224,87.149,12.851,97.308,2.692,28.33,0.900,bicubic,+5.021,+1.350,-25 vit_relpos_medium_patch16_224.sw_in1k,224,87.141,12.860,97.504,2.496,38.75,0.900,bicubic,+4.678,+1.536,-83 resnetaa50d.sw_in12k_ft_in1k,224,87.130,12.870,97.594,2.406,25.58,0.950,bicubic,+5.348,+1.472,+23 cs3darknet_x.c2ns_in1k,256,87.119,12.881,97.455,2.545,35.05,0.950,bicubic,+5.263,+1.715,+11 repvit_m1_1.dist_450e_in1k,224,87.109,12.892,97.412,2.588,8.80,0.950,bicubic,+5.795,+1.844,+84 efficientvit_b2.r224_in1k,224,87.109,12.892,97.184,2.816,24.33,0.950,bicubic,+4.947,+1.474,-32 swinv2_tiny_window8_256.ms_in1k,256,87.100,12.900,97.517,2.483,28.35,0.900,bicubic,+5.276,+1.529,+15 mambaout_kobe.in1k,288,87.091,12.909,97.440,2.560,9.14,1.000,bicubic,+6.027,+1.758,+120 pit_s_distilled_224.in1k,224,87.091,12.909,97.357,2.643,24.04,0.900,bicubic,+5.265,+1.637,+13 resnet101.a1h_in1k,224,87.083,12.917,97.263,2.737,44.55,0.950,bicubic,+5.133,+1.467,-8 ecaresnet50t.a1_in1k,288,87.083,12.917,97.133,2.867,25.57,1.000,bicubic,+4.973,+1.479,-33 xception41p.ra3_in1k,299,87.074,12.926,97.203,2.797,26.91,0.940,bicubic,+5.096,+1.419,-15 hgnetv2_b2.ssld_stage1_in22k_in1k,224,87.068,12.932,97.528,2.472,11.22,0.965,bicubic,+6.326,+2.028,+164 resnet101.a1_in1k,288,87.066,12.934,96.932,3.068,44.55,1.000,bicubic,+4.740,+1.302,-73 resnext50_32x4d.a1h_in1k,288,87.059,12.941,97.333,2.667,25.03,1.000,bicubic,+5.043,+1.399,-24 regnetz_b16.ra3_in1k,288,87.055,12.945,97.410,2.590,9.72,1.000,bicubic,+6.315,+1.882,+162 mobilevitv2_200.cvnets_in22k_ft_in1k,256,87.053,12.947,97.442,2.558,18.45,0.888,bicubic,+4.733,+1.500,-75 fasternet_s.in1k,224,87.049,12.951,97.387,2.613,31.18,1.000,bicubic,+5.721,+1.709,+69 poolformerv2_m36.sail_in1k,224,87.044,12.956,97.265,2.735,56.08,1.000,bicubic,+4.830,+1.369,-57 nest_tiny_jx.goog_in1k,224,87.042,12.958,97.389,2.611,17.06,0.875,bicubic,+5.614,+1.947,+53 convit_small.fb_in1k,224,87.038,12.962,97.340,2.660,27.78,0.875,bicubic,+5.626,+1.600,+54 tf_efficientnetv2_b3.in1k,300,87.038,12.962,97.297,2.703,14.36,0.904,bicubic,+5.078,+1.365,-20 crossvit_15_240.in1k,240,87.036,12.964,97.427,2.573,27.53,0.875,bicubic,+5.514,+1.733,+27 swinv2_cr_tiny_ns_224.sw_in1k,224,87.036,12.964,97.286,2.714,28.33,0.900,bicubic,+5.240,+1.462,-1 gcresnet50t.ra2_in1k,288,87.027,12.973,97.380,2.620,25.90,1.000,bicubic,+5.569,+1.656,+42 resnet152.a2_in1k,288,87.017,12.983,96.913,3.087,60.19,1.000,bicubic,+4.403,+1.165,-136 efficientnet_b1.ra4_e3600_r240_in1k,288,87.008,12.992,97.325,2.675,7.79,1.000,bicubic,+5.564,+1.627,+43 coatnet_nano_rw_224.sw_in1k,224,87.006,12.994,97.261,2.739,15.14,0.900,bicubic,+5.302,+1.611,+4 deit3_small_patch16_224.fb_in1k,224,87.002,12.998,97.165,2.835,22.06,0.900,bicubic,+5.620,+1.547,+53 resnet61q.ra2_in1k,256,87.000,13.000,97.400,2.600,36.85,0.900,bicubic,+5.030,+1.552,-32 resnet50d.ra4_e3600_r224_in1k,288,86.998,13.002,97.421,2.579,25.58,1.000,bicubic,+5.157,+1.495,-13 xcit_small_12_p16_224.fb_in1k,224,86.995,13.005,97.250,2.750,26.25,1.000,bicubic,+5.013,+1.436,-37 mobilevitv2_175.cvnets_in22k_ft_in1k,256,86.987,13.013,97.361,2.639,14.25,0.888,bicubic,+5.037,+1.601,-31 deit_small_distilled_patch16_224.fb_in1k,224,86.985,13.015,97.314,2.686,22.44,0.900,bicubic,+5.781,+1.936,+74 resmlp_36_224.fb_distilled_in1k,224,86.980,13.020,97.271,2.729,44.69,0.875,bicubic,+5.830,+1.763,+78 hgnet_small.paddle_in1k,224,86.976,13.024,97.412,2.588,24.36,0.965,bicubic,+5.550,+1.566,+39 regnety_032.tv2_in1k,224,86.972,13.028,97.400,2.600,19.44,0.965,bicubic,+5.184,+1.574,-13 poolformer_m36.sail_in1k,224,86.965,13.035,97.139,2.861,56.17,0.950,bicubic,+4.861,+1.441,-60 xcit_large_24_p16_224.fb_in1k,224,86.963,13.037,96.921,3.079,189.10,1.000,bicubic,+4.077,+1.041,-191 mobilenetv4_hybrid_medium.e500_r224_in1k,256,86.953,13.047,97.472,2.528,11.07,1.000,bicubic,+5.669,+1.726,+54 edgenext_small.usi_in1k,256,86.946,13.054,97.291,2.709,5.59,0.950,bicubic,+5.878,+1.961,+87 resnet101.a2_in1k,288,86.946,13.054,96.981,3.019,44.55,1.000,bicubic,+4.728,+1.241,-81 xcit_medium_24_p16_224.fb_in1k,224,86.942,13.058,97.094,2.906,84.40,1.000,bicubic,+4.312,+1.116,-156 resnet51q.ra2_in1k,256,86.938,13.062,97.468,2.532,35.70,0.875,bilinear,+5.164,+1.536,-17 resnet101.tv2_in1k,224,86.929,13.071,97.252,2.748,44.55,0.965,bilinear,+5.023,+1.484,-36 poolformerv2_s36.sail_in1k,224,86.927,13.073,97.359,2.641,30.79,1.000,bicubic,+5.351,+1.679,-3 resnetv2_50.a1h_in1k,288,86.923,13.077,97.327,2.673,25.55,1.000,bicubic,+5.517,+1.615,+30 cs3sedarknet_l.c2ns_in1k,256,86.921,13.079,97.419,2.581,21.91,0.887,bicubic,+5.713,+1.621,+59 tnt_s_legacy_patch16_224.in1k,224,86.908,13.092,97.365,2.635,23.76,0.900,bicubic,+5.396,+1.623,+2 convnext_tiny_hnf.a2h_in1k,224,86.908,13.092,97.271,2.729,28.59,0.950,bicubic,+4.678,+1.411,-92 vit_relpos_small_patch16_224.sw_in1k,224,86.903,13.097,97.489,2.511,21.98,0.900,bicubic,+5.427,+1.665,+10 convmixer_1536_20.in1k,224,86.895,13.105,97.353,2.647,51.63,0.960,bicubic,+5.513,+1.899,+29 convnextv2_nano.fcmae_ft_in1k,224,86.891,13.109,97.267,2.733,15.62,0.875,bicubic,+5.035,+1.311,-37 resnet152.a1_in1k,288,86.886,13.114,96.802,3.198,60.19,1.000,bicubic,+4.144,+0.704,-186 vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,86.876,13.124,97.534,2.466,36.43,0.900,bicubic,+5.020,+1.450,-41 ecaresnetlight.miil_in1k,288,86.874,13.126,97.493,2.507,30.16,0.950,bicubic,+5.444,+1.703,+16 rexnet_200.nav_in1k,224,86.863,13.137,97.278,2.722,16.37,0.875,bicubic,+5.227,+1.606,-19 vit_small_patch16_224.augreg_in21k_ft_in1k,224,86.854,13.146,97.596,2.404,22.05,0.900,bicubic,+5.452,+1.446,+20 resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,86.846,13.154,97.519,2.481,194.03,0.875,bilinear,+4.990,+1.481,-47 tf_efficientnet_b3.aa_in1k,300,86.846,13.154,97.297,2.703,12.23,0.904,bicubic,+5.198,+1.573,-23 vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,86.842,13.158,96.883,3.117,22.06,0.900,bicubic,+5.868,+1.907,+79 mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,86.840,13.161,97.329,2.671,11.07,0.950,bicubic,+5.362,+1.637,-2 coat_mini.in1k,224,86.835,13.165,97.158,2.842,10.34,0.900,bicubic,+5.515,+1.770,+26 swiftformer_l1.dist_in1k,224,86.833,13.167,97.308,2.692,12.06,0.950,bicubic,+5.927,+2.054,+86 deit_base_patch16_224.fb_in1k,224,86.833,13.167,97.062,2.938,86.57,0.900,bicubic,+4.853,+1.322,-69 vit_small_patch16_rope_mixed_224.naver_in1k,224,86.831,13.169,96.740,3.260,21.99,0.900,bicubic,+5.579,+1.684,+33 eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,86.829,13.171,97.278,2.722,5.76,1.000,bicubic,+6.181,+1.758,+125 efficientnet_b3.ra2_in1k,288,86.827,13.173,97.323,2.677,12.23,0.875,bicubic,+5.355,+1.627,-5 vit_small_patch16_rope_224.naver_in1k,224,86.822,13.178,96.855,3.145,21.98,0.900,bicubic,+5.600,+1.835,+35 tresnet_m.miil_in1k_448,448,86.818,13.182,97.203,2.797,31.39,0.875,bilinear,+5.108,+1.641,-39 repvit_m1_1.dist_300e_in1k,224,86.807,13.193,97.314,2.686,8.80,0.950,bicubic,+5.981,+2.140,+95 resnet50.fb_swsl_ig1b_ft_in1k,224,86.805,13.195,97.496,2.504,25.56,0.875,bilinear,+5.659,+1.516,+43 resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,86.803,13.197,97.474,2.526,88.79,0.875,bilinear,+5.183,+1.438,-35 tf_efficientnet_lite4.in1k,380,86.803,13.197,97.254,2.746,13.01,0.920,bilinear,+5.263,+1.586,-25 resnetaa50.a1h_in1k,288,86.799,13.201,97.359,2.641,25.56,1.000,bicubic,+5.181,+1.565,-35 resnext101_64x4d.c1_in1k,224,86.784,13.216,97.152,2.848,83.46,0.950,bicubic,+4.338,+1.232,-153 gc_efficientnetv2_rw_t.agc_in1k,224,86.782,13.218,97.278,2.722,13.68,1.000,bicubic,+5.506,+1.698,+19 ese_vovnet39b.ra_in1k,288,86.780,13.220,97.374,2.626,24.57,0.950,bicubic,+6.402,+2.014,+156 seresnet50.ra2_in1k,288,86.775,13.225,97.357,2.643,28.09,0.950,bicubic,+5.487,+1.705,+14 tresnet_l.miil_in1k,224,86.773,13.227,97.273,2.727,55.99,0.875,bilinear,+5.275,+1.621,-24 regnetx_080.tv2_in1k,224,86.771,13.229,97.182,2.818,39.57,0.965,bicubic,+5.219,+1.642,-35 fbnetv3_g.ra2_in1k,240,86.765,13.235,97.242,2.759,16.62,0.950,bilinear,+5.519,+1.555,+18 tnt_s_patch16_224.in1k,224,86.763,13.237,97.320,2.679,23.77,0.900,bicubic,+5.257,+1.554,-30 twins_svt_small.in1k,224,86.763,13.237,97.169,2.831,24.06,0.900,bicubic,+5.069,+1.499,-51 cs3darknet_l.c2ns_in1k,288,86.760,13.239,97.472,2.528,21.16,0.950,bicubic,+5.878,+1.810,+72 ecaresnet50t.a2_in1k,288,86.760,13.239,97.069,2.931,25.57,1.000,bicubic,+5.078,+1.545,-52 vit_base_patch16_224.orig_in21k_ft_in1k,224,86.754,13.246,97.447,2.554,86.57,0.900,bicubic,+4.972,+1.410,-63 vit_wee_patch16_reg1_gap_256.sbb_in1k,256,86.754,13.246,97.246,2.754,13.42,0.950,bicubic,+6.492,+1.886,+163 resnet50d.ra2_in1k,288,86.752,13.248,97.372,2.628,25.58,0.950,bicubic,+5.398,+1.814,-5 convnextv2_pico.fcmae_ft_in1k,288,86.752,13.248,97.329,2.671,9.07,0.950,bicubic,+5.690,+1.853,+40 resnet50_gn.a1h_in1k,288,86.750,13.250,97.444,2.556,25.56,0.950,bicubic,+5.534,+1.810,+13 cs3darknet_focus_l.c2ns_in1k,288,86.750,13.250,97.370,2.630,21.15,0.950,bicubic,+5.856,+1.696,+61 seresnet50.a1_in1k,288,86.748,13.252,96.955,3.045,28.09,1.000,bicubic,+5.634,+1.619,+29 efficientnetv2_rw_t.ra2_in1k,224,86.746,13.255,97.224,2.776,13.65,1.000,bicubic,+5.376,+1.674,-11 tiny_vit_5m_224.dist_in22k_ft_in1k,224,86.743,13.257,97.318,2.682,5.39,0.950,bicubic,+5.869,+1.650,+64 fastvit_s12.apple_dist_in1k,256,86.735,13.265,97.203,2.797,9.47,0.900,bicubic,+5.661,+1.925,+30 crossvit_base_240.in1k,240,86.735,13.265,97.118,2.882,105.03,0.875,bicubic,+4.523,+1.292,-133 mobilevitv2_150.cvnets_in22k_ft_in1k,256,86.731,13.269,97.227,2.773,10.59,0.888,bicubic,+5.265,+1.683,-35 convnext_nano_ols.d1h_in1k,288,86.731,13.269,97.028,2.972,15.65,1.000,bicubic,+5.119,+1.402,-56 levit_conv_256.fb_dist_in1k,224,86.726,13.274,97.254,2.746,18.89,0.900,bicubic,+5.220,+1.788,-45 levit_256.fb_dist_in1k,224,86.724,13.276,97.254,2.746,18.89,0.900,bicubic,+5.218,+1.788,-47 vit_srelpos_small_patch16_224.sw_in1k,224,86.711,13.289,97.244,2.756,21.97,0.900,bicubic,+5.603,+1.664,+21 pit_b_224.in1k,224,86.707,13.293,96.896,3.104,73.76,0.900,bicubic,+4.249,+1.192,-181 hgnet_tiny.paddle_in1k,288,86.705,13.295,97.310,2.690,14.74,1.000,bicubic,+6.061,+1.754,+88 seresnext50_32x4d.racm_in1k,224,86.705,13.295,97.203,2.797,27.56,0.875,bicubic,+5.437,+1.579,-7 halo2botnet50ts_256.a1h_in1k,256,86.703,13.297,97.090,2.910,22.64,0.950,bicubic,+4.619,+1.432,-126 resnet50.ram_in1k,288,86.696,13.304,97.195,2.805,25.56,0.950,bicubic,+6.714,+2.157,+173 crossvit_small_240.in1k,240,86.694,13.306,97.282,2.718,26.86,0.875,bicubic,+5.658,+1.816,+25 vit_small_patch16_rope_ape_224.naver_in1k,224,86.694,13.306,96.853,3.147,22.06,0.900,bicubic,+5.678,+1.865,+27 ecaresnet50t.ra2_in1k,256,86.690,13.310,97.340,2.660,25.57,0.875,bicubic,+5.240,+1.662,-41 tf_efficientnet_b1.ns_jft_in1k,240,86.688,13.312,97.393,2.607,7.79,0.882,bicubic,+5.300,+1.853,-32 wide_resnet50_2.racm_in1k,224,86.677,13.323,97.212,2.788,68.88,0.875,bicubic,+5.211,+1.994,-47 swin_tiny_patch4_window7_224.ms_in1k,224,86.677,13.323,97.201,2.799,28.29,0.900,bicubic,+5.289,+1.445,-33 resnet50d.a1_in1k,288,86.675,13.325,96.684,3.316,25.58,1.000,bicubic,+5.209,+1.006,-48 ecaresnet50d_pruned.miil_in1k,288,86.669,13.331,97.431,2.568,19.94,0.950,bicubic,+5.861,+1.865,+55 gernet_l.idstcv_in1k,256,86.666,13.334,97.205,2.795,31.08,0.875,bilinear,+5.312,+1.463,-31 twins_pcpvt_small.in1k,224,86.652,13.348,97.320,2.679,24.11,0.900,bicubic,+5.536,+1.697,+1 resnext101_32x8d.tv2_in1k,176,86.652,13.348,97.203,2.797,88.79,0.875,bilinear,+4.662,+1.487,-123 poolformer_s36.sail_in1k,224,86.643,13.357,97.145,2.855,30.86,0.900,bicubic,+5.215,+1.515,-45 resmlp_24_224.fb_distilled_in1k,224,86.635,13.366,97.139,2.861,30.02,0.875,bicubic,+5.868,+1.919,+54 resnet50.c2_in1k,288,86.630,13.370,97.346,2.654,25.56,1.000,bicubic,+5.768,+1.816,+41 repvit_m2.dist_in1k,224,86.628,13.372,97.212,2.788,8.80,0.950,bicubic,+6.160,+2.040,+91 efficientnet_b3_pruned.in1k,300,86.620,13.380,97.182,2.818,9.86,0.904,bicubic,+5.756,+1.916,+38 resnest50d_4s2x40d.in1k,224,86.615,13.385,97.284,2.716,30.42,0.875,bicubic,+5.469,+1.718,-9 efficientnet_el.ra_in1k,300,86.615,13.385,97.177,2.823,10.59,0.904,bicubic,+5.307,+1.639,-33 gcresnext50ts.ch_in1k,288,86.605,13.395,97.182,2.818,15.67,1.000,bicubic,+5.363,+1.646,-25 sehalonet33ts.ra2_in1k,256,86.596,13.404,97.019,2.981,13.69,0.940,bicubic,+5.620,+1.747,+12 repvgg_b3.rvgg_in1k,224,86.594,13.406,97.130,2.869,123.09,0.875,bilinear,+6.066,+1.802,+78 nf_resnet50.ra2_in1k,288,86.590,13.410,97.297,2.703,25.56,0.940,bicubic,+5.932,+1.947,+61 sebotnet33ts_256.a1h_in1k,256,86.581,13.419,96.780,3.220,13.70,0.940,bicubic,+5.425,+1.620,-18 resnet50.a1_in1k,288,86.579,13.421,96.806,3.194,25.56,1.000,bicubic,+5.339,+1.694,-29 fastvit_sa12.apple_in1k,256,86.577,13.423,97.210,2.791,11.58,0.900,bicubic,+5.731,+1.864,+32 wide_resnet50_2.tv2_in1k,224,86.568,13.432,97.250,2.750,68.88,0.965,bilinear,+4.956,+1.484,-92 mambaout_femto.in1k,288,86.558,13.442,97.269,2.731,7.30,1.000,bicubic,+6.646,+2.135,+152 xcit_tiny_24_p16_224.fb_dist_in1k,224,86.538,13.462,97.214,2.786,12.12,1.000,bicubic,+6.076,+2.012,+81 seresnet50.a2_in1k,288,86.532,13.468,96.934,3.066,28.09,1.000,bicubic,+5.438,+1.704,-11 repvit_m1_0.dist_450e_in1k,224,86.530,13.470,97.098,2.902,7.30,0.950,bicubic,+6.100,+2.176,+88 resnet50.c1_in1k,288,86.528,13.472,97.235,2.765,25.56,1.000,bicubic,+5.600,+1.681,+10 convnext_nano.d1h_in1k,288,86.526,13.474,97.177,2.823,15.59,1.000,bicubic,+5.052,+1.507,-77 mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,86.515,13.485,97.190,2.810,14.62,0.950,bilinear,+5.521,+1.716,-2 resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.511,13.489,97.466,2.534,44.18,0.875,bilinear,+5.575,+1.734,+6 maxvit_rmlp_pico_rw_256.sw_in1k,256,86.508,13.492,97.214,2.786,7.52,0.950,bicubic,+5.959,+2.028,+58 dm_nfnet_f0.dm_in1k,192,86.506,13.494,97.293,2.707,71.49,0.900,bicubic,+5.070,+1.621,-72 mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,86.504,13.496,97.203,2.797,8.46,0.950,bicubic,+5.820,+1.761,+43 seresnet33ts.ra2_in1k,288,86.504,13.496,97.180,2.820,19.78,1.000,bicubic,+5.690,+1.834,+23 vit_small_patch16_384.augreg_in1k,384,86.502,13.498,97.186,2.814,22.20,1.000,bicubic,+5.372,+1.596,-28 haloregnetz_b.ra3_in1k,224,86.502,13.498,96.949,3.051,11.68,0.940,bicubic,+5.444,+1.753,-16 gcresnet50t.ra2_in1k,256,86.491,13.509,97.130,2.869,25.90,0.900,bicubic,+5.547,+1.672,-2 mobilenetv4_conv_blur_medium.e500_r224_in1k,256,86.487,13.513,97.273,2.727,9.72,1.000,bicubic,+6.335,+1.975,+115 ecaresnet50d.miil_in1k,224,86.485,13.515,97.186,2.814,25.58,0.875,bicubic,+5.851,+1.876,+45 resnet152.a2_in1k,224,86.483,13.517,96.595,3.405,60.19,0.950,bicubic,+4.719,+1.325,-122 halonet50ts.a1h_in1k,256,86.481,13.519,97.156,2.844,22.73,0.940,bicubic,+4.841,+1.544,-115 resnet50.d_in1k,288,86.472,13.528,97.056,2.944,25.56,1.000,bicubic,+5.460,+1.600,-16 resnet152s.gluon_in1k,224,86.466,13.534,97.139,2.861,60.32,0.875,bicubic,+5.418,+1.697,-22 resnetv2_50x1_bit.goog_in21k_ft_in1k,448,86.464,13.536,97.613,2.387,25.55,1.000,bilinear,+6.078,+1.919,+74 repvit_m1_0.dist_300e_in1k,224,86.464,13.536,97.049,2.951,7.30,0.950,bicubic,+6.312,+2.279,+109 mobilevitv2_200.cvnets_in1k,256,86.459,13.541,96.981,3.019,18.45,0.888,bicubic,+5.311,+1.601,-43 tf_efficientnetv2_b3.in21k_ft_in1k,240,86.455,13.545,97.417,2.583,14.36,0.900,bicubic,+5.377,+1.497,-32 resnet50.b1k_in1k,288,86.453,13.547,97.235,2.765,25.56,1.000,bicubic,+5.745,+2.057,+23 resnext50d_32x4d.bt_in1k,288,86.453,13.547,97.152,2.848,25.05,0.950,bicubic,+5.777,+1.726,+29 resnet50.tv2_in1k,224,86.451,13.549,97.150,2.850,25.56,0.965,bilinear,+5.605,+1.720,+2 resnetv2_34d.ra4_e3600_r384_in1k,448,86.440,13.560,97.218,2.782,21.82,1.000,bicubic,+6.010,+1.936,+62 regnety_016.tv2_in1k,224,86.432,13.568,97.214,2.786,11.20,0.965,bicubic,+5.764,+1.878,+26 resnest50d_1s4x24d.in1k,224,86.430,13.570,97.150,2.850,25.68,0.875,bicubic,+5.406,+1.812,-29 hgnetv2_b1.ssld_stage2_ft_in1k,288,86.421,13.579,97.184,2.816,6.34,1.000,bicubic,+6.505,+1.996,+119 mobilenetv4_conv_medium.e500_r224_in1k,256,86.410,13.590,97.216,2.784,9.72,1.000,bicubic,+6.574,+2.024,+136 resnet50d.ra4_e3600_r224_in1k,224,86.410,13.590,97.133,2.867,25.58,0.950,bicubic,+5.454,+1.753,-24 poolformerv2_s24.sail_in1k,224,86.406,13.594,97.120,2.880,21.34,1.000,bicubic,+5.660,+1.802,+8 mobilenetv4_hybrid_medium.e500_r224_in1k,224,86.404,13.596,97.162,2.837,11.07,0.950,bicubic,+5.972,+1.784,+54 resnet152.a1_in1k,224,86.380,13.620,96.513,3.487,60.19,0.950,bicubic,+4.382,+0.625,-177 fastvit_t12.apple_dist_in1k,256,86.365,13.634,97.086,2.914,7.55,0.900,bicubic,+6.001,+2.046,+63 lamhalobotnet50ts_256.a1h_in1k,256,86.365,13.634,97.058,2.942,22.57,0.950,bicubic,+4.813,+1.548,-124 darknet53.c2ns_in1k,288,86.363,13.637,97.120,2.880,41.61,1.000,bicubic,+5.821,+1.692,+31 darknetaa53.c2ns_in1k,288,86.361,13.639,97.145,2.855,36.02,1.000,bilinear,+5.833,+1.891,+31 repvgg_b3g4.rvgg_in1k,224,86.361,13.639,97.045,2.955,83.83,0.875,bilinear,+6.137,+1.945,+84 resnetv2_50d_gn.ah_in1k,224,86.359,13.641,97.139,2.861,25.57,0.950,bicubic,+5.559,+1.783,-5 tf_efficientnet_b3.in1k,300,86.346,13.654,96.923,3.077,12.23,0.904,bicubic,+5.468,+1.615,-19 efficientformer_l1.snap_dist_in1k,224,86.344,13.656,97.017,2.983,12.29,0.950,bicubic,+5.842,+2.025,+30 nf_resnet50.ra2_in1k,256,86.340,13.660,97.064,2.936,25.56,0.940,bicubic,+6.104,+1.960,+78 resnet101.a1_in1k,224,86.340,13.660,96.543,3.457,44.55,0.950,bicubic,+4.846,+1.379,-122 resnext50_32x4d.a1h_in1k,224,86.338,13.662,96.970,3.030,25.03,0.950,bicubic,+5.198,+1.650,-65 legacy_senet154.in1k,224,86.338,13.662,96.934,3.066,115.09,0.875,bilinear,+5.018,+1.432,-93 resnet50.a1h_in1k,224,86.336,13.664,97.058,2.942,25.56,1.000,bicubic,+5.682,+1.746,+8 mobilevitv2_175.cvnets_in1k,256,86.331,13.669,96.975,3.025,14.25,0.888,bicubic,+5.461,+1.695,-24 resnet50d.a2_in1k,288,86.327,13.673,96.684,3.316,25.58,1.000,bicubic,+5.163,+1.584,-74 cait_xxs36_224.fb_dist_in1k,224,86.323,13.677,97.113,2.887,17.30,1.000,bicubic,+6.573,+2.247,+127 mobilenetv4_conv_medium.e500_r256_in1k,256,86.321,13.679,97.094,2.906,9.72,0.950,bicubic,+6.405,+1.930,+96 pit_s_224.in1k,224,86.319,13.681,97.041,2.959,23.46,0.900,bicubic,+5.204,+1.403,-67 cs3darknet_l.c2ns_in1k,256,86.316,13.684,97.214,2.786,21.16,0.887,bicubic,+5.966,+1.910,+47 vit_small_patch32_384.augreg_in21k_ft_in1k,384,86.310,13.690,97.412,2.588,22.92,1.000,bicubic,+5.834,+2.218,+21 efficientnet_b2.ra_in1k,288,86.310,13.690,96.990,3.010,9.11,1.000,bicubic,+5.698,+1.670,+6 resnet50.b2k_in1k,288,86.308,13.692,97.066,2.934,25.56,1.000,bicubic,+5.842,+2.032,+22 gernet_m.idstcv_in1k,224,86.304,13.696,97.094,2.906,21.14,0.875,bilinear,+5.602,+1.908,-7 senet154.gluon_in1k,224,86.304,13.696,96.938,3.062,115.09,0.875,bicubic,+5.046,+1.580,-96 resnext50_32x4d.a1_in1k,288,86.299,13.701,96.701,3.299,25.03,1.000,bicubic,+4.819,+1.549,-136 vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,86.297,13.703,97.143,2.857,15.25,0.950,bicubic,+6.215,+2.005,+74 gcresnet33ts.ra2_in1k,288,86.295,13.705,97.043,2.957,19.88,1.000,bicubic,+5.707,+1.725,+2 hgnetv2_b1.ssld_stage1_in22k_in1k,288,86.276,13.724,97.141,2.859,6.34,1.000,bicubic,+7.226,+2.251,+198 resnext50_32x4d.tv2_in1k,224,86.276,13.724,97.054,2.946,25.03,0.965,bilinear,+5.086,+1.710,-90 resnext50_32x4d.a2_in1k,288,86.274,13.726,96.665,3.335,25.03,1.000,bicubic,+4.970,+1.551,-108 regnetz_b16.ra3_in1k,224,86.263,13.737,96.998,3.002,9.72,0.940,bicubic,+6.399,+2.016,+95 eca_resnet33ts.ra2_in1k,288,86.257,13.743,97.165,2.835,19.68,1.000,bicubic,+5.541,+1.783,-20 gcvit_xxtiny.in1k,224,86.252,13.748,97.107,2.893,12.00,0.875,bicubic,+6.496,+2.049,+108 resnetv2_50d_evos.ah_in1k,224,86.248,13.752,97.017,2.983,25.59,0.950,bicubic,+5.420,+1.747,-39 regnetx_032.tv2_in1k,224,86.235,13.765,97.058,2.942,15.30,0.965,bicubic,+5.319,+1.810,-56 resnest50d.in1k,224,86.220,13.780,97.062,2.938,27.48,0.875,bilinear,+5.262,+1.690,-65 convmixer_768_32.in1k,224,86.220,13.780,97.024,2.976,21.11,0.960,bicubic,+6.062,+1.954,+57 vit_base_patch16_384.augreg_in1k,384,86.214,13.786,96.960,3.040,86.86,1.000,bicubic,+5.112,+1.626,-84 cs3darknet_focus_l.c2ns_in1k,256,86.212,13.788,97.126,2.874,21.15,0.887,bicubic,+5.958,+1.832,+44 efficientnet_b1.ra4_e3600_r240_in1k,240,86.205,13.795,96.968,3.032,7.79,0.900,bicubic,+5.801,+1.816,+18 tresnet_m.miil_in1k,224,86.197,13.803,96.676,3.324,31.39,0.875,bilinear,+5.381,+1.814,-44 efficientnet_el_pruned.in1k,300,86.195,13.805,97.024,2.976,10.59,0.904,bicubic,+5.911,+1.806,+32 mambaout_kobe.in1k,224,86.192,13.807,96.990,3.010,9.14,1.000,bicubic,+6.206,+2.008,+66 ecaresnet101d_pruned.miil_in1k,224,86.186,13.814,97.325,2.675,24.88,0.875,bicubic,+5.376,+1.683,-45 cspdarknet53.ra_in1k,256,86.182,13.818,96.979,3.021,27.64,0.887,bilinear,+6.104,+1.919,+56 rexnet_150.nav_in1k,224,86.178,13.822,97.064,2.936,9.73,0.875,bicubic,+5.856,+2.084,+22 resnet101.a2_in1k,224,86.171,13.829,96.548,3.452,44.55,0.950,bicubic,+4.827,+1.350,-131 xcit_tiny_12_p8_224.fb_in1k,224,86.160,13.839,97.030,2.970,6.71,1.000,bicubic,+6.451,+2.212,+100 efficientvit_b1.r288_in1k,288,86.158,13.842,96.928,3.072,9.10,1.000,bicubic,+5.836,+1.764,+20 resnetrs101.tf_in1k,192,86.154,13.846,96.891,3.109,63.62,0.940,bicubic,+5.448,+1.651,-35 ecaresnet50t.a1_in1k,224,86.154,13.846,96.778,3.222,25.57,0.950,bicubic,+4.872,+1.628,-126 inception_v4.tf_in1k,299,86.150,13.850,96.925,3.075,42.68,0.875,bicubic,+6.006,+1.944,+44 res2net101d.in1k,224,86.143,13.857,96.844,3.156,45.23,0.875,bilinear,+4.907,+1.498,-120 resnet50.a2_in1k,288,86.135,13.865,96.676,3.324,25.56,1.000,bicubic,+5.361,+1.698,-51 inception_resnet_v2.tf_in1k,299,86.129,13.871,97.034,2.966,55.84,0.897,bicubic,+5.695,+1.722,-3 convnext_nano_ols.d1h_in1k,224,86.118,13.882,96.834,3.166,15.65,0.950,bicubic,+5.212,+1.460,-75 resnetaa50.a1h_in1k,224,86.109,13.891,96.960,3.040,25.56,0.950,bicubic,+5.495,+1.748,-31 mobilevitv2_150.cvnets_in1k,256,86.086,13.914,96.847,3.154,10.59,0.888,bicubic,+5.706,+1.741,+5 cspresnext50.ra_in1k,256,86.079,13.921,97.101,2.899,20.57,0.887,bilinear,+5.531,+1.771,-28 resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.071,13.929,97.205,2.795,25.03,0.875,bilinear,+5.755,+1.819,+10 resnet101s.gluon_in1k,224,86.067,13.933,97.032,2.968,44.67,0.875,bicubic,+5.789,+1.872,+15 tf_efficientnet_el.in1k,300,86.067,13.933,96.964,3.036,10.59,0.904,bicubic,+5.821,+2.200,+24 ecaresnet50t.a2_in1k,224,86.064,13.936,96.725,3.275,25.57,0.950,bicubic,+5.180,+1.703,-77 lambda_resnet50ts.a1h_in1k,256,86.056,13.944,96.740,3.260,21.54,0.950,bicubic,+4.872,+1.646,-124 convnext_pico_ols.d1_in1k,288,86.054,13.946,97.022,2.978,9.06,1.000,bicubic,+5.596,+1.774,-18 edgenext_small_rw.sw_in1k,320,86.052,13.948,96.943,3.057,7.83,1.000,bicubic,+5.600,+1.737,-17 ecaresnetlight.miil_in1k,224,86.043,13.957,97.079,2.921,30.16,0.875,bicubic,+5.589,+1.831,-19 resnetv2_34d.ra4_e3600_r384_in1k,384,86.041,13.959,96.985,3.015,21.82,1.000,bicubic,+6.249,+2.083,+70 poolformer_s24.sail_in1k,224,86.026,13.974,97.028,2.972,21.39,0.900,bicubic,+5.732,+1.968,+4 convnext_pico.d1_in1k,288,86.020,13.980,96.938,3.062,9.05,0.950,bicubic,+5.594,+1.876,-15 efficientformerv2_s1.snap_dist_in1k,224,86.020,13.980,96.836,3.164,6.19,0.950,bicubic,+6.336,+2.124,+80 resnetv2_50.a1h_in1k,224,86.017,13.982,96.904,3.096,25.55,0.950,bicubic,+5.608,+1.822,-15 seresnext101_32x4d.gluon_in1k,224,86.009,13.991,96.981,3.019,48.96,0.875,bicubic,+5.123,+1.713,-89 gcresnext50ts.ch_in1k,256,86.009,13.991,96.960,3.040,15.67,0.900,bicubic,+5.401,+1.780,-46 seresnet33ts.ra2_in1k,256,86.007,13.993,97.007,2.993,19.78,0.900,bicubic,+5.627,+1.957,-13 resnet50d.ra2_in1k,224,86.005,13.995,96.987,3.013,25.58,0.875,bicubic,+5.459,+1.827,-44 convnextv2_pico.fcmae_ft_in1k,224,86.005,13.995,96.983,3.017,9.07,0.875,bicubic,+5.701,+1.901,-5 ecaresnet26t.ra2_in1k,320,86.000,14.000,97.015,2.985,16.01,0.950,bicubic,+6.100,+1.945,+43 mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,85.994,14.006,96.964,3.036,8.46,0.900,bicubic,+5.878,+1.970,+18 resnet152.a3_in1k,224,85.981,14.019,96.851,3.149,60.19,0.950,bicubic,+5.433,+1.847,-48 vit_base_patch32_224.augreg_in21k_ft_in1k,224,85.979,14.021,97.137,2.863,88.22,0.900,bicubic,+5.247,+1.563,-73 tf_efficientnet_b2.ap_in1k,260,85.979,14.021,96.821,3.179,9.11,0.890,bicubic,+5.679,+1.789,-9 resnetblur50.bt_in1k,288,85.977,14.023,96.968,3.032,25.56,0.950,bicubic,+5.729,+1.768,+1 tf_efficientnetv2_b3.in1k,240,85.968,14.032,96.832,3.168,14.36,0.904,bicubic,+5.260,+1.402,-70 resnext50_32x4d.ra_in1k,288,85.956,14.044,97.032,2.968,25.03,0.950,bicubic,+5.236,+1.688,-75 seresnext101_64x4d.gluon_in1k,224,85.956,14.044,96.987,3.013,88.23,0.875,bicubic,+5.072,+1.679,-100 resnet50d.a1_in1k,224,85.956,14.044,96.366,3.634,25.58,0.950,bicubic,+5.225,+1.688,-77 convnext_nano.d1h_in1k,224,85.926,14.074,96.855,3.145,15.59,0.950,bicubic,+5.164,+1.523,-83 fbnetv3_d.ra2_in1k,256,85.924,14.076,97.028,2.972,10.31,0.950,bilinear,+6.242,+2.076,+62 tf_efficientnetv2_b2.in1k,260,85.921,14.079,96.868,3.132,10.10,0.890,bicubic,+5.695,+1.858,-2 vit_large_patch32_384.orig_in21k_ft_in1k,384,85.913,14.087,97.368,2.632,306.63,1.000,bicubic,+4.405,+1.282,-209 darknet53.c2ns_in1k,256,85.902,14.098,96.862,3.139,41.61,0.887,bicubic,+5.894,+1.816,+15 resnet152d.gluon_in1k,224,85.902,14.098,96.802,3.198,60.21,0.875,bicubic,+5.426,+1.208,-51 resnet50_gn.a1h_in1k,224,85.883,14.117,96.862,3.139,25.56,0.940,bicubic,+5.809,+1.956,+8 tf_efficientnet_b2.aa_in1k,260,85.881,14.119,96.855,3.145,9.11,0.890,bicubic,+5.807,+1.897,+8 vit_base_patch16_224.sam_in1k,224,85.881,14.119,96.701,3.299,86.57,0.900,bicubic,+5.635,+1.579,-10 resnet101d.gluon_in1k,224,85.877,14.123,96.684,3.316,44.57,0.875,bicubic,+5.411,+1.378,-52 repvgg_b2g4.rvgg_in1k,224,85.872,14.128,96.814,3.186,61.76,0.875,bilinear,+6.476,+2.134,+81 efficientvit_b1.r256_in1k,256,85.853,14.147,96.780,3.220,9.10,1.000,bicubic,+6.119,+1.994,+45 hgnet_tiny.paddle_in1k,224,85.847,14.153,97.030,2.970,14.74,0.965,bicubic,+5.955,+1.976,+22 mobilenetv4_conv_blur_medium.e500_r224_in1k,224,85.832,14.168,96.947,3.053,9.72,0.950,bicubic,+6.386,+2.457,+74 seresnet50.ra2_in1k,224,85.830,14.170,97.000,3.000,28.09,0.875,bicubic,+5.570,+1.932,-21 inception_resnet_v2.tf_ens_adv_in1k,299,85.817,14.183,96.755,3.245,55.84,0.897,bicubic,+5.819,+1.815,+5 mixnet_xl.ra_in1k,224,85.812,14.188,96.714,3.286,11.90,0.875,bicubic,+5.319,+1.736,-64 resnet50.c2_in1k,224,85.810,14.190,96.900,3.100,25.56,0.950,bicubic,+5.942,+2.038,+20 resnetv2_34d.ra4_e3600_r224_in1k,288,85.806,14.194,96.718,3.282,21.82,1.000,bicubic,+6.192,+1.958,+51 resnet50.ram_in1k,224,85.806,14.194,96.716,3.284,25.56,0.875,bicubic,+6.772,+2.330,+120 gcresnet33ts.ra2_in1k,256,85.802,14.198,96.887,3.113,19.88,0.900,bicubic,+5.730,+1.901,-4 seresnet50.a1_in1k,224,85.791,14.209,96.552,3.448,28.09,0.950,bicubic,+5.779,+1.848,-3 legacy_seresnext101_32x4d.in1k,224,85.766,14.235,96.761,3.239,48.96,0.875,bilinear,+5.492,+1.729,-32 res2net50d.in1k,224,85.763,14.237,96.772,3.228,25.72,0.875,bilinear,+5.483,+1.744,-35 resnet50.c1_in1k,224,85.755,14.245,96.934,3.066,25.56,0.950,bicubic,+5.989,+1.980,+28 xcit_tiny_24_p16_224.fb_in1k,224,85.751,14.249,96.938,3.062,12.12,1.000,bicubic,+6.277,+2.060,+59 resnet101.a3_in1k,224,85.748,14.252,96.499,3.502,44.55,0.950,bicubic,+5.912,+1.791,+20 tf_efficientnet_lite3.in1k,300,85.744,14.256,96.889,3.111,8.20,0.904,bilinear,+5.936,+1.981,+21 ese_vovnet39b.ra_in1k,224,85.740,14.260,96.900,3.100,24.57,0.875,bicubic,+6.428,+2.178,+77 resnext101_32x4d.gluon_in1k,224,85.740,14.260,96.622,3.378,44.18,0.875,bicubic,+5.404,+1.714,-50 cspresnet50.ra_in1k,256,85.731,14.269,96.797,3.203,21.62,0.887,bilinear,+6.153,+2.099,+43 repvit_m0_9.dist_450e_in1k,224,85.729,14.271,96.823,3.177,5.49,0.950,bicubic,+6.671,+2.435,+105 eca_resnet33ts.ra2_in1k,256,85.727,14.273,96.896,3.104,19.68,0.900,bicubic,+5.643,+1.916,-21 regnety_320.pycls_in1k,224,85.719,14.281,96.725,3.275,145.05,0.875,bicubic,+4.923,+1.479,-119 resnet50.a1_in1k,224,85.712,14.288,96.486,3.514,25.56,0.950,bicubic,+5.330,+1.888,-61 xception71.tf_in1k,299,85.710,14.290,96.767,3.232,42.34,0.903,bicubic,+5.790,+1.859,-11 darknetaa53.c2ns_in1k,256,85.706,14.294,96.883,3.117,36.02,0.887,bilinear,+5.952,+1.979,+18 resnext101_64x4d.gluon_in1k,224,85.701,14.299,96.644,3.356,83.46,0.875,bicubic,+5.061,+1.644,-101 resnet50.ra_in1k,288,85.697,14.303,96.894,3.107,25.56,0.950,bicubic,+5.833,+1.924,0 resmlp_big_24_224.fb_in1k,224,85.697,14.303,96.419,3.580,129.14,0.875,bicubic,+4.663,+1.394,-162 resnet33ts.ra2_in1k,288,85.682,14.318,96.757,3.243,19.68,1.000,bicubic,+5.972,+1.699,+21 hgnetv2_b0.ssld_stage2_ft_in1k,288,85.680,14.320,96.823,3.177,6.00,1.000,bicubic,+7.090,+2.435,+138 efficientnet_em.ra2_in1k,240,85.678,14.322,96.941,3.059,6.90,0.882,bicubic,+6.422,+2.412,+72 deit_small_patch16_224.fb_in1k,224,85.672,14.328,96.913,3.087,22.05,0.900,bicubic,+5.816,+1.857,-1 dpn107.mx_in1k,224,85.669,14.331,96.757,3.243,86.92,0.875,bicubic,+5.503,+1.825,-41 ecaresnet50t.a3_in1k,224,85.669,14.331,96.738,3.262,25.57,0.950,bicubic,+6.121,+2.028,+32 wide_resnet50_2.tv2_in1k,176,85.644,14.356,96.834,3.166,68.88,0.875,bilinear,+5.202,+1.758,-83 efficientnet_b2_pruned.in1k,260,85.640,14.360,96.738,3.262,8.31,0.890,bicubic,+5.736,+2.072,-16 resnet50d.a2_in1k,224,85.625,14.375,96.407,3.593,25.58,0.950,bicubic,+5.357,+1.765,-57 resmlp_36_224.fb_in1k,224,85.623,14.377,96.795,3.205,44.69,0.875,bicubic,+5.850,+1.907,+2 tiny_vit_5m_224.in1k,224,85.614,14.386,96.947,3.053,5.39,0.950,bicubic,+6.418,+2.155,+72 seresnet50.a2_in1k,224,85.603,14.397,96.575,3.425,28.09,0.950,bicubic,+5.501,+1.855,-41 resnet50.bt_in1k,288,85.601,14.399,96.812,3.188,25.56,0.950,bicubic,+5.949,+1.904,+13 levit_192.fb_dist_in1k,224,85.601,14.399,96.742,3.258,10.95,0.900,bicubic,+5.743,+1.934,-11 mobilevitv2_125.cvnets_in1k,256,85.601,14.399,96.661,3.339,7.48,0.888,bicubic,+5.919,+1.817,+11 levit_conv_192.fb_dist_in1k,224,85.595,14.405,96.744,3.256,10.95,0.900,bicubic,+5.735,+1.942,-15 ecaresnet50d_pruned.miil_in1k,224,85.584,14.416,96.934,3.066,19.94,0.875,bicubic,+5.870,+2.072,+2 mambaout_femto.in1k,224,85.580,14.420,96.738,3.262,7.30,1.000,bicubic,+6.700,+2.330,+96 resnet152c.gluon_in1k,224,85.573,14.427,96.671,3.329,60.21,0.875,bicubic,+5.669,+1.817,-28 resnext50d_32x4d.bt_in1k,224,85.569,14.431,96.750,3.250,25.05,0.875,bicubic,+5.897,+1.872,+6 tf_efficientnetv2_b1.in1k,240,85.565,14.435,96.710,3.290,8.14,0.882,bicubic,+6.047,+2.128,+19 resnext50_32x4d.a2_in1k,224,85.563,14.437,96.298,3.702,25.03,0.950,bicubic,+5.119,+1.668,-99 regnety_120.pycls_in1k,224,85.561,14.439,96.757,3.243,51.82,0.875,bicubic,+5.179,+1.653,-90 resnet32ts.ra2_in1k,288,85.558,14.442,96.868,3.132,17.96,1.000,bicubic,+6.170,+2.288,+29 pit_xs_distilled_224.in1k,224,85.543,14.457,96.689,3.312,11.00,0.900,bicubic,+6.371,+2.339,+60 wide_resnet101_2.tv2_in1k,176,85.541,14.459,96.569,3.431,126.89,0.875,bilinear,+5.047,+1.631,-114 nf_regnet_b1.ra2_in1k,288,85.539,14.461,96.797,3.203,10.22,0.900,bicubic,+6.171,+2.071,+30 regnetx_320.pycls_in1k,224,85.524,14.476,96.665,3.335,107.81,0.875,bicubic,+5.266,+1.649,-73 fbnetv3_b.ra2_in1k,256,85.516,14.484,96.868,3.132,8.60,0.950,bilinear,+6.362,+2.760,+57 mobilenetv4_conv_medium.e500_r224_in1k,224,85.496,14.504,96.932,3.068,9.72,0.950,bicubic,+6.404,+2.144,+60 resnet152.gluon_in1k,224,85.496,14.504,96.565,3.435,60.19,0.875,bicubic,+5.784,+1.845,-10 convnextv2_femto.fcmae_ft_in1k,288,85.494,14.506,96.787,3.213,5.23,0.950,bicubic,+6.152,+2.197,+29 regnety_160.pycls_in1k,224,85.492,14.508,96.624,3.376,83.59,0.875,bicubic,+5.208,+1.642,-85 resnetrs50.tf_in1k,224,85.488,14.512,96.753,3.247,35.69,0.910,bicubic,+5.554,+1.781,-50 dpn92.mx_in1k,224,85.484,14.516,96.659,3.341,37.67,0.875,bicubic,+5.452,+1.783,-58 resnet152.tv2_in1k,176,85.484,14.516,96.496,3.504,60.19,0.875,bilinear,+5.262,+1.846,-72 resnet50.b1k_in1k,224,85.479,14.521,96.721,3.280,25.56,0.950,bicubic,+5.915,+2.099,-2 resnet50.d_in1k,224,85.479,14.521,96.560,3.440,25.56,0.950,bicubic,+5.575,+1.722,-45 rexnet_130.nav_in1k,224,85.469,14.531,96.693,3.307,7.56,0.875,bicubic,+5.977,+2.013,+5 fastvit_s12.apple_in1k,256,85.450,14.550,96.731,3.269,9.47,0.900,bicubic,+5.567,+1.933,-44 resnet50.a2_in1k,224,85.447,14.553,96.492,3.508,25.56,0.950,bicubic,+5.619,+1.932,-33 resnext50_32x4d.a1_in1k,224,85.443,14.557,96.144,3.856,25.03,0.950,bicubic,+4.917,+1.686,-132 efficientnet_b0.ra4_e3600_r224_in1k,256,85.439,14.561,96.753,3.247,5.29,1.000,bicubic,+6.075,+1.999,+15 convnext_tiny.fb_in22k_ft_in1k,288,85.437,14.563,96.814,3.186,28.59,1.000,bicubic,+6.487,+2.534,+61 dpn131.mx_in1k,224,85.435,14.565,96.616,3.384,79.25,0.875,bicubic,+5.599,+2.008,-39 resnet101.tv2_in1k,176,85.415,14.585,96.409,3.591,44.55,0.875,bilinear,+5.507,+1.803,-56 tf_efficientnet_b2.in1k,260,85.390,14.610,96.592,3.408,9.11,0.890,bicubic,+5.778,+1.878,-16 regnetx_160.pycls_in1k,224,85.383,14.617,96.639,3.361,54.28,0.875,bicubic,+5.539,+1.787,-45 resnet50.tv2_in1k,176,85.383,14.617,96.558,3.442,25.56,0.875,bilinear,+5.949,+1.918,+3 dla102x2.in1k,224,85.381,14.619,96.633,3.367,41.28,0.875,bilinear,+5.933,+1.979,-3 gmlp_s16_224.ra3_in1k,224,85.362,14.638,96.639,3.361,19.42,0.875,bicubic,+5.710,+2.015,-22 regnetx_016.tv2_in1k,224,85.360,14.640,96.829,3.171,9.19,0.965,bicubic,+5.920,+2.061,-2 repvit_m0_9.dist_300e_in1k,224,85.356,14.644,96.627,3.373,5.49,0.950,bicubic,+6.704,+2.513,+86 efficientnet_b2.ra_in1k,256,85.353,14.646,96.539,3.461,9.11,0.875,bicubic,+6.029,+1.957,+10 resnet34.ra4_e3600_r224_in1k,288,85.347,14.653,96.695,3.305,21.80,1.000,bicubic,+6.375,+2.241,+46 resnetv2_34.ra4_e3600_r224_in1k,288,85.347,14.653,96.633,3.367,21.80,1.000,bicubic,+6.277,+2.073,+39 skresnext50_32x4d.ra_in1k,224,85.345,14.655,96.390,3.610,27.48,0.875,bicubic,+5.177,+1.746,-93 dpn98.mx_in1k,224,85.338,14.662,96.507,3.493,61.57,0.875,bicubic,+5.674,+1.863,-31 lambda_resnet26t.c1_in1k,256,85.334,14.666,96.706,3.294,10.96,0.940,bicubic,+6.208,+2.152,+29 seresnext50_32x4d.gluon_in1k,224,85.334,14.666,96.684,3.316,27.56,0.875,bicubic,+5.418,+1.868,-71 xception65.tf_in1k,299,85.321,14.679,96.629,3.371,39.92,0.903,bicubic,+5.763,+1.973,-25 botnet26t_256.c1_in1k,256,85.319,14.681,96.609,3.390,12.49,0.950,bicubic,+6.063,+1.816,+14 resnet101c.gluon_in1k,224,85.313,14.687,96.422,3.578,44.57,0.875,bicubic,+5.771,+1.716,-25 resnext50_32x4d.a3_in1k,224,85.313,14.687,96.336,3.664,25.03,0.950,bicubic,+6.055,+2.028,+11 hgnetv2_b0.ssld_stage1_in22k_in1k,288,85.302,14.698,96.787,3.213,6.00,1.000,bicubic,+7.264,+2.543,+128 convnext_pico_ols.d1_in1k,224,85.294,14.706,96.659,3.341,9.06,0.950,bicubic,+5.752,+2.071,-28 resnetblur50.bt_in1k,224,85.289,14.711,96.528,3.472,25.56,0.875,bicubic,+5.983,+1.990,+1 regnety_064.pycls_in1k,224,85.287,14.713,96.633,3.367,30.58,0.875,bicubic,+5.553,+1.865,-50 resnet34d.ra2_in1k,288,85.279,14.721,96.691,3.309,21.82,0.950,bicubic,+6.839,+2.343,+92 resmlp_24_224.fb_in1k,224,85.277,14.723,96.505,3.495,30.02,0.875,bicubic,+5.897,+1.955,-14 coat_lite_mini.in1k,224,85.266,14.734,96.671,3.329,11.01,0.900,bicubic,+6.162,+2.065,+19 convnext_pico.d1_in1k,224,85.257,14.743,96.622,3.378,9.05,0.875,bicubic,+5.741,+2.068,-30 regnety_080.pycls_in1k,224,85.251,14.749,96.614,3.386,39.18,0.875,bicubic,+5.377,+1.780,-76 convnext_femto_ols.d1_in1k,288,85.249,14.751,96.774,3.226,5.23,0.950,bicubic,+6.333,+2.240,+34 cait_xxs24_224.fb_dist_in1k,224,85.240,14.760,96.714,3.286,11.96,1.000,bicubic,+6.840,+2.388,+90 resnet33ts.ra2_in1k,256,85.234,14.766,96.605,3.395,19.68,0.900,bicubic,+6.018,+2.029,+4 resnext50_32x4d.ra_in1k,224,85.230,14.770,96.528,3.472,25.03,0.875,bicubic,+5.430,+1.920,-67 resnet50.b2k_in1k,224,85.225,14.775,96.644,3.356,25.56,0.950,bicubic,+5.837,+1.968,-25 efficientvit_b1.r224_in1k,224,85.225,14.775,96.439,3.561,9.10,0.950,bicubic,+5.971,+2.139,-1 xcit_tiny_12_p16_224.fb_dist_in1k,224,85.219,14.781,96.614,3.386,6.72,1.000,bicubic,+6.647,+2.404,+62 halonet26t.a1h_in1k,256,85.217,14.783,96.475,3.525,12.48,0.950,bicubic,+6.083,+2.135,+7 resnext101_32x8d.tv_in1k,224,85.217,14.783,96.441,3.559,88.79,0.875,bilinear,+5.909,+1.911,-15 pvt_v2_b1.in1k,224,85.213,14.787,96.627,3.373,14.01,0.900,bicubic,+6.515,+2.137,+51 fastvit_t12.apple_in1k,256,85.198,14.802,96.595,3.405,7.55,0.900,bicubic,+5.922,+2.025,-13 resnet32ts.ra2_in1k,256,85.195,14.805,96.629,3.371,17.96,0.900,bicubic,+6.141,+2.261,+13 inception_v3.gluon_in1k,299,85.187,14.813,96.548,3.452,23.83,0.875,bicubic,+6.381,+2.176,+35 resnet50.a1h_in1k,176,85.178,14.822,96.584,3.416,25.56,0.900,bicubic,+5.914,+2.086,-15 edgenext_small_rw.sw_in1k,256,85.172,14.828,96.432,3.568,7.83,0.900,bicubic,+5.576,+1.914,-55 shvit_s4.in1k,256,85.170,14.830,96.475,3.525,16.59,0.875,bicubic,+5.808,+2.105,-30 convnext_femto.d1_in1k,288,85.166,14.834,96.712,3.288,5.22,0.950,bicubic,+6.454,+2.276,+40 hrnet_w48.ms_in1k,224,85.166,14.834,96.473,3.527,77.47,0.875,bilinear,+5.838,+1.957,-28 starnet_s4.in1k,224,85.157,14.843,96.601,3.399,7.48,0.875,bicubic,+6.333,+2.305,+26 legacy_xception.tf_in1k,299,85.155,14.845,96.479,3.521,22.86,0.897,bicubic,+6.097,+2.083,+3 hgnetv2_b1.ssld_stage1_in22k_in1k,224,85.148,14.851,96.652,3.348,6.34,0.965,bicubic,+7.069,+2.480,+95 resnet101.gluon_in1k,224,85.148,14.851,96.381,3.619,44.55,0.875,bicubic,+5.843,+1.749,-25 resnet50.fb_ssl_yfcc100m_ft_in1k,224,85.138,14.862,96.821,3.179,25.56,0.875,bilinear,+5.886,+1.995,-19 eca_halonext26ts.c1_in1k,256,85.138,14.862,96.584,3.416,10.76,0.940,bicubic,+5.620,+1.874,-55 regnetx_120.pycls_in1k,224,85.136,14.864,96.479,3.521,46.11,0.875,bicubic,+5.528,+1.745,-66 tf_efficientnet_b1.ap_in1k,240,85.133,14.867,96.411,3.589,7.79,0.882,bicubic,+5.846,+2.095,-29 resnet50.am_in1k,224,85.131,14.869,96.562,3.438,25.56,0.875,bicubic,+6.127,+2.171,+1 eca_botnext26ts_256.c1_in1k,256,85.129,14.871,96.509,3.491,10.59,0.950,bicubic,+5.867,+1.909,-29 tf_efficientnetv2_b2.in1k,208,85.129,14.871,96.494,3.506,10.10,0.890,bicubic,+5.921,+1.892,-19 repvit_m1.dist_in1k,224,85.112,14.888,96.605,3.395,5.49,0.950,bicubic,+6.570,+2.523,+44 mobileone_s4.apple_in1k,224,85.102,14.899,96.437,3.563,14.95,0.900,bilinear,+5.656,+1.517,-55 hrnet_w64.ms_in1k,224,85.099,14.901,96.740,3.260,128.06,0.875,bilinear,+5.641,+2.094,-59 fbnetv3_d.ra2_in1k,224,85.097,14.903,96.676,3.324,10.31,0.950,bilinear,+6.439,+2.222,+32 res2net101_26w_4s.in1k,224,85.091,14.909,96.377,3.623,45.21,0.875,bilinear,+5.899,+1.911,-23 lambda_resnet26rpt_256.c1_in1k,256,85.076,14.924,96.535,3.465,10.99,0.940,bicubic,+6.116,+2.115,-4 ecaresnet26t.ra2_in1k,256,85.074,14.926,96.635,3.365,16.01,0.875,bicubic,+6.180,+2.087,+2 tf_efficientnet_cc_b1_8e.in1k,240,85.067,14.933,96.430,3.570,39.72,0.882,bicubic,+5.749,+2.046,-45 dpn68b.ra_in1k,288,85.059,14.941,96.439,3.561,12.61,1.000,bicubic,+5.717,+2.009,-49 nf_regnet_b1.ra2_in1k,256,85.052,14.948,96.548,3.452,10.22,0.900,bicubic,+6.342,+2.168,+19 hgnetv2_b1.ssld_stage2_ft_in1k,224,85.044,14.956,96.678,3.322,6.34,0.965,bicubic,+6.160,+2.194,0 tf_efficientnet_b0.ns_jft_in1k,224,85.020,14.980,96.492,3.508,5.29,0.875,bicubic,+6.340,+2.120,+21 xcit_nano_12_p8_384.fb_dist_in1k,384,85.008,14.992,96.624,3.376,3.05,1.000,bicubic,+7.198,+2.808,+101 resnext50_32x4d.gluon_in1k,224,85.003,14.997,96.434,3.566,25.03,0.875,bicubic,+5.649,+2.010,-56 resnest26d.gluon_in1k,224,84.999,15.001,96.635,3.365,17.07,0.875,bilinear,+6.523,+2.335,+38 coat_tiny.in1k,224,84.965,15.035,96.415,3.585,5.50,0.900,bicubic,+6.523,+2.371,+42 regnety_040.pycls_in1k,224,84.950,15.050,96.601,3.399,20.65,0.875,bicubic,+5.704,+1.935,-40 mobilevitv2_100.cvnets_in1k,256,84.931,15.069,96.392,3.608,4.90,0.888,bicubic,+6.843,+2.222,+69 resnet50d.a3_in1k,224,84.931,15.069,96.296,3.704,25.58,0.950,bicubic,+6.189,+2.060,+6 tf_efficientnet_b1.aa_in1k,240,84.916,15.084,96.364,3.636,7.79,0.882,bicubic,+6.076,+2.162,-5 dla169.in1k,224,84.914,15.086,96.522,3.478,53.39,0.875,bilinear,+6.212,+2.188,+10 legacy_seresnext50_32x4d.in1k,224,84.909,15.091,96.437,3.563,27.56,0.875,bilinear,+5.829,+2.009,-31 fasternet_t2.in1k,224,84.907,15.093,96.499,3.502,14.98,1.000,bicubic,+6.169,+2.167,+3 hrnet_w44.ms_in1k,224,84.892,15.108,96.432,3.568,67.06,0.875,bilinear,+6.002,+2.056,-14 resnet50.ra_in1k,224,84.882,15.118,96.473,3.527,25.56,0.875,bicubic,+6.062,+2.159,-8 regnety_008_tv.tv2_in1k,224,84.879,15.120,96.601,3.399,6.43,0.965,bicubic,+6.207,+2.221,+8 regnetx_080.pycls_in1k,224,84.877,15.123,96.441,3.559,39.57,0.875,bicubic,+5.663,+1.899,-48 resnet50s.gluon_in1k,224,84.867,15.133,96.441,3.559,25.68,0.875,bicubic,+6.157,+2.193,+2 visformer_tiny.in1k,224,84.860,15.140,96.516,3.484,10.32,0.900,bicubic,+6.700,+2.428,+51 dla60_res2net.in1k,224,84.837,15.163,96.466,3.534,20.85,0.875,bilinear,+6.357,+2.263,+22 dla60_res2next.in1k,224,84.835,15.165,96.394,3.606,17.03,0.875,bilinear,+6.347,+2.394,+16 res2net50_26w_8s.in1k,224,84.828,15.172,96.349,3.651,48.40,0.875,bilinear,+5.878,+1.641,-28 dla102x.in1k,224,84.826,15.174,96.541,3.459,26.31,0.875,bilinear,+6.310,+2.315,+11 resnet50d.gluon_in1k,224,84.826,15.174,96.388,3.612,25.58,0.875,bicubic,+5.746,+1.930,-44 levit_conv_128.fb_dist_in1k,224,84.826,15.174,96.349,3.651,9.21,0.900,bicubic,+6.338,+2.205,+15 levit_128.fb_dist_in1k,224,84.824,15.176,96.349,3.651,9.21,0.900,bicubic,+6.338,+2.351,+15 vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,84.822,15.178,96.710,3.290,5.79,1.000,bicubic,+6.384,+2.168,+23 resnet26t.ra2_in1k,320,84.820,15.180,96.422,3.578,16.01,1.000,bicubic,+6.490,+2.376,+29 xception41.tf_in1k,299,84.818,15.182,96.398,3.602,26.97,0.903,bicubic,+6.268,+2.116,+2 mixnet_l.ft_in1k,224,84.818,15.182,96.330,3.670,7.33,0.875,bicubic,+5.848,+2.150,-38 repghostnet_200.in1k,224,84.815,15.185,96.411,3.589,9.80,0.875,bicubic,+6.013,+2.079,-20 resnet152.tv_in1k,224,84.815,15.185,96.219,3.781,60.19,0.875,bilinear,+6.485,+2.083,+26 repvgg_b2.rvgg_in1k,224,84.794,15.206,96.499,3.502,89.02,0.875,bilinear,+6.006,+2.085,-22 resnet152.a3_in1k,160,84.794,15.206,96.135,3.865,60.19,0.950,bicubic,+5.898,+1.995,-35 hrnet_w18.ms_aug_in1k,224,84.788,15.212,96.471,3.529,21.30,0.950,bilinear,+6.678,+2.409,+39 efficientnet_b0.ra4_e3600_r224_in1k,224,84.783,15.217,96.451,3.549,5.29,0.900,bicubic,+6.215,+2.111,-5 regnetx_064.pycls_in1k,224,84.779,15.221,96.477,3.523,26.21,0.875,bicubic,+5.717,+2.009,-54 pit_xs_224.in1k,224,84.777,15.223,96.509,3.491,10.62,0.900,bicubic,+6.581,+2.353,+30 resnext50_32x4d.tv2_in1k,176,84.775,15.225,96.332,3.668,25.03,0.875,bilinear,+5.391,+2.030,-96 gcresnext26ts.ch_in1k,288,84.766,15.234,96.298,3.702,10.48,1.000,bicubic,+6.330,+2.270,+11 hrnet_w40.ms_in1k,224,84.749,15.251,96.556,3.444,57.56,0.875,bilinear,+5.821,+2.076,-46 res2net50_26w_6s.in1k,224,84.747,15.253,96.285,3.715,37.05,0.875,bilinear,+6.161,+2.165,-13 poolformerv2_s12.sail_in1k,224,84.743,15.257,96.383,3.617,11.89,1.000,bicubic,+6.735,+2.519,+41 resnet34.a1_in1k,288,84.743,15.257,96.236,3.764,21.80,1.000,bicubic,+6.813,+2.478,+50 resmlp_12_224.fb_distilled_in1k,224,84.724,15.276,96.227,3.773,15.35,0.875,bicubic,+6.776,+2.657,+46 vit_base_patch32_384.augreg_in1k,384,84.717,15.283,96.347,3.653,88.30,1.000,bicubic,+5.967,+2.109,-32 cs3darknet_m.c2ns_in1k,288,84.711,15.289,96.488,3.512,9.31,0.950,bicubic,+7.075,+2.472,+67 fbnetv3_b.ra2_in1k,224,84.709,15.291,96.475,3.525,8.60,0.950,bilinear,+6.525,+2.237,+21 swiftformer_s.dist_in1k,224,84.709,15.291,96.242,3.758,6.09,0.950,bicubic,+6.247,+2.262,-4 legacy_seresnet152.in1k,224,84.696,15.304,96.415,3.585,66.82,0.875,bilinear,+6.034,+2.045,-26 bat_resnext26ts.ch_in1k,256,84.696,15.304,96.287,3.713,10.73,0.900,bicubic,+6.416,+2.173,+11 hrnet_w32.ms_in1k,224,84.670,15.330,96.407,3.593,41.23,0.875,bilinear,+6.218,+2.223,-6 convnextv2_femto.fcmae_ft_in1k,224,84.664,15.336,96.430,3.570,5.23,0.875,bicubic,+6.188,+2.446,-9 selecsls60b.in1k,224,84.655,15.345,96.296,3.704,32.77,0.875,bicubic,+6.245,+2.130,-2 seresnext26d_32x4d.bt_in1k,288,84.634,15.366,96.268,3.732,16.81,0.950,bicubic,+5.818,+2.002,-48 resnetv2_34d.ra4_e3600_r224_in1k,224,84.634,15.366,96.234,3.766,21.82,0.900,bicubic,+6.364,+2.284,+7 tf_efficientnetv2_b0.in1k,224,84.632,15.368,96.281,3.719,7.14,0.875,bicubic,+6.246,+2.247,-3 efficientnet_b1.ft_in1k,256,84.617,15.383,96.341,3.659,7.79,1.000,bicubic,+5.811,+1.995,-48 regnetx_040.pycls_in1k,224,84.613,15.387,96.392,3.608,22.12,0.875,bicubic,+6.127,+2.308,-20 efficientnet_es.ra_in1k,224,84.602,15.398,96.311,3.689,5.44,0.875,bicubic,+6.502,+2.383,+15 vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,84.593,15.407,96.020,3.980,119.42,0.900,bicubic,+5.085,+1.910,-130 hrnet_w30.ms_in1k,224,84.589,15.411,96.392,3.608,37.71,0.875,bilinear,+6.387,+2.172,+4 resnet50.bt_in1k,224,84.585,15.415,96.360,3.640,25.56,0.875,bicubic,+6.141,+2.086,-16 regnety_032.pycls_in1k,224,84.578,15.422,96.432,3.568,19.44,0.875,bicubic,+5.676,+2.006,-67 seresnext26t_32x4d.bt_in1k,288,84.564,15.437,96.383,3.617,16.81,0.950,bicubic,+5.828,+2.065,-48 wide_resnet101_2.tv_in1k,224,84.561,15.439,96.347,3.653,126.89,0.875,bilinear,+5.699,+2.035,-63 tf_mixnet_l.in1k,224,84.555,15.445,96.247,3.753,7.33,0.875,bicubic,+5.781,+2.247,-54 hrnet_w18_small_v2.gluon_in1k,224,84.544,15.456,96.287,3.713,15.60,0.875,bicubic,+6.342,+2.381,-1 dla60x.in1k,224,84.531,15.469,96.293,3.707,17.35,0.875,bilinear,+6.297,+2.271,-4 seresnext26ts.ch_in1k,288,84.523,15.477,96.328,3.672,10.39,1.000,bicubic,+6.231,+2.252,-10 vit_small_patch16_224.augreg_in1k,224,84.510,15.490,96.285,3.715,22.05,0.900,bicubic,+5.668,+2.005,-67 legacy_seresnet101.in1k,224,84.497,15.503,96.345,3.655,49.33,0.875,bilinear,+6.127,+2.239,-17 cs3darknet_focus_m.c2ns_in1k,288,84.491,15.509,96.445,3.555,9.30,0.950,bicubic,+7.205,+2.479,+71 resnet50.a3_in1k,224,84.480,15.520,95.986,4.014,25.56,0.950,bicubic,+6.428,+2.206,+5 resnet26t.ra2_in1k,256,84.469,15.530,96.208,3.792,16.01,0.940,bicubic,+6.591,+2.370,+22 coat_lite_tiny.in1k,224,84.465,15.535,96.366,3.634,5.72,0.900,bicubic,+6.917,+2.442,+47 tf_efficientnet_b1.in1k,240,84.461,15.539,96.086,3.914,7.79,0.882,bicubic,+5.915,+2.104,-44 tf_efficientnet_em.in1k,240,84.448,15.552,96.178,3.822,6.90,0.882,bicubic,+6.320,+2.126,-5 dpn68b.ra_in1k,224,84.446,15.554,96.159,3.841,12.61,0.950,bicubic,+5.900,+2.063,-45 convnext_femto_ols.d1_in1k,224,84.440,15.560,96.208,3.792,5.23,0.875,bicubic,+6.588,+2.382,+22 repvgg_b1.rvgg_in1k,224,84.420,15.580,96.212,3.788,57.42,0.875,bilinear,+6.050,+1.948,-25 wide_resnet50_2.tv_in1k,224,84.414,15.586,96.249,3.751,68.88,0.875,bilinear,+5.928,+1.997,-42 efficientnet_b1_pruned.in1k,240,84.399,15.601,96.125,3.875,6.33,0.882,bicubic,+6.147,+2.305,-20 vit_base_patch16_224.augreg_in1k,224,84.388,15.612,96.042,3.958,86.57,0.900,bicubic,+5.234,+1.310,-109 res2net50_26w_4s.in1k,224,84.380,15.620,96.082,3.918,25.70,0.875,bilinear,+6.386,+2.222,+2 res2net50_14w_8s.in1k,224,84.326,15.674,96.061,3.939,25.06,0.875,bilinear,+6.184,+2.209,-14 hardcorenas_f.miil_green_in1k,224,84.326,15.674,96.016,3.984,8.20,0.875,bilinear,+6.227,+2.216,-11 hgnetv2_b0.ssld_stage2_ft_in1k,224,84.279,15.720,96.289,3.711,6.00,0.965,bicubic,+6.918,+2.481,+50 selecsls60.in1k,224,84.275,15.725,96.082,3.918,30.67,0.875,bicubic,+6.301,+2.260,0 mobilevit_s.cvnets_in1k,256,84.265,15.735,96.283,3.717,5.58,0.900,bicubic,+5.967,+2.115,-31 resnet101.a3_in1k,160,84.260,15.740,95.960,4.040,44.55,0.950,bicubic,+6.332,+2.274,+3 regnetx_032.pycls_in1k,224,84.243,15.757,96.251,3.749,15.30,0.875,bicubic,+6.083,+2.087,-21 ese_vovnet19b_dw.ra_in1k,288,84.241,15.759,96.253,3.747,6.54,0.950,bicubic,+6.453,+2.561,+14 eca_resnext26ts.ch_in1k,288,84.235,15.765,96.189,3.811,10.30,1.000,bicubic,+6.215,+2.257,-12 mobileone_s3.apple_in1k,224,84.233,15.767,96.118,3.881,10.17,0.900,bilinear,+6.231,+2.254,-9 convnextv2_atto.fcmae_ft_in1k,288,84.230,15.770,96.056,3.943,3.71,0.950,bicubic,+6.436,+2.329,+10 res2next50.in1k,224,84.220,15.780,96.007,3.993,24.67,0.875,bilinear,+5.982,+2.103,-33 convnext_atto_ols.a2_in1k,288,84.209,15.791,96.236,3.764,3.70,0.950,bicubic,+6.989,+2.536,+51 resnet50c.gluon_in1k,224,84.201,15.800,96.170,3.830,25.58,0.875,bicubic,+6.184,+2.218,-16 dla102.in1k,224,84.192,15.808,96.202,3.798,33.27,0.875,bilinear,+6.176,+2.208,-17 mobileone_s2.apple_in1k,224,84.192,15.808,96.063,3.937,7.88,0.900,bilinear,+6.688,+2.399,+25 gcresnext26ts.ch_in1k,256,84.190,15.810,96.067,3.933,10.48,0.900,bicubic,+6.380,+2.031,+3 cs3darknet_m.c2ns_in1k,256,84.171,15.829,96.247,3.753,9.31,0.887,bicubic,+7.197,+2.665,+62 ecaresnet50t.a3_in1k,160,84.168,15.832,95.935,4.065,25.57,0.950,bicubic,+6.382,+2.315,+5 rexnet_100.nav_in1k,224,84.154,15.846,96.268,3.732,4.80,0.875,bicubic,+6.292,+2.378,-6 densenetblur121d.ra_in1k,288,84.149,15.851,96.244,3.756,8.00,0.950,bicubic,+6.829,+2.448,+35 fastvit_t8.apple_dist_in1k,256,84.149,15.851,96.059,3.941,4.03,0.900,bicubic,+6.979,+2.785,+46 convnext_atto.d2_in1k,288,84.147,15.853,96.198,3.803,3.70,0.950,bicubic,+7.131,+2.494,+55 seresnext26ts.ch_in1k,256,84.139,15.861,96.065,3.935,10.39,0.900,bicubic,+6.279,+2.275,-9 inception_v3.tf_in1k,299,84.136,15.864,95.916,4.084,23.83,0.875,bicubic,+6.270,+2.272,-12 tf_efficientnetv2_b1.in1k,192,84.130,15.870,96.035,3.965,8.14,0.882,bicubic,+6.196,+2.213,-19 resnet34.ra4_e3600_r224_in1k,224,84.126,15.874,95.856,4.144,21.80,0.900,bicubic,+6.634,+2.358,+16 ghostnetv2_160.in1k,224,84.113,15.887,96.208,3.792,12.39,0.875,bicubic,+6.277,+2.260,-11 res2net50_48w_2s.in1k,224,84.113,15.887,95.969,4.031,25.29,0.875,bilinear,+6.585,+2.407,+11 tf_efficientnet_lite2.in1k,260,84.111,15.889,96.069,3.931,6.09,0.890,bicubic,+6.641,+2.313,+16 convnext_femto.d1_in1k,224,84.107,15.893,96.191,3.809,5.22,0.875,bicubic,+6.609,+2.513,+10 xcit_tiny_12_p16_224.fb_in1k,224,84.104,15.896,96.193,3.807,6.72,1.000,bicubic,+6.982,+2.465,+38 resnet34d.ra2_in1k,224,84.096,15.904,95.971,4.029,21.82,0.875,bicubic,+6.988,+2.599,+38 hgnetv2_b0.ssld_stage1_in22k_in1k,224,84.083,15.917,96.240,3.760,6.00,0.965,bicubic,+7.215,+2.620,+56 poolformer_s12.sail_in1k,224,84.053,15.947,96.174,3.826,11.92,0.900,bicubic,+6.815,+2.636,+27 resnetv2_34.ra4_e3600_r224_in1k,224,84.051,15.949,95.916,4.084,21.80,0.900,bicubic,+6.425,+2.398,-5 efficientnet_b0.ra_in1k,224,84.040,15.960,95.967,4.033,5.29,0.875,bicubic,+6.342,+2.429,-11 resnet34.a2_in1k,288,84.030,15.970,95.933,4.067,21.80,1.000,bicubic,+6.880,+2.645,+31 crossvit_9_dagger_240.in1k,240,84.025,15.975,96.076,3.924,8.78,0.875,bicubic,+7.035,+2.474,+40 tf_efficientnet_cc_b0_8e.in1k,224,84.010,15.989,96.040,3.961,24.01,0.875,bicubic,+6.054,+2.401,-35 starnet_s3.in1k,224,84.006,15.994,96.125,3.875,5.75,0.875,bicubic,+6.628,+2.509,+11 resnext50_32x4d.tv_in1k,224,83.989,16.011,95.960,4.040,25.03,0.875,bilinear,+6.357,+2.286,-12 resnet50.gluon_in1k,224,83.981,16.019,96.027,3.973,25.56,0.875,bicubic,+6.401,+2.323,-6 cs3darknet_focus_m.c2ns_in1k,256,83.976,16.024,96.061,3.939,9.30,0.887,bicubic,+7.222,+2.511,+50 regnety_016.pycls_in1k,224,83.972,16.028,95.999,4.001,11.20,0.875,bicubic,+6.092,+2.273,-35 gmixer_24_224.ra3_in1k,224,83.972,16.028,95.852,4.148,24.72,0.875,bicubic,+5.924,+2.198,-50 hardcorenas_e.miil_green_in1k,224,83.970,16.030,95.913,4.087,8.07,0.875,bilinear,+6.182,+2.141,-24 densenet161.tv_in1k,224,83.944,16.056,96.014,3.986,28.68,0.875,bicubic,+6.560,+2.358,+3 mobilenetv1_125.ra4_e3600_r224_in1k,256,83.923,16.077,96.099,3.901,6.27,1.000,bicubic,+6.311,+2.345,-17 mobilenetv2_120d.ra_in1k,224,83.904,16.096,95.909,4.091,5.83,0.875,bicubic,+6.604,+2.393,+7 seresnext26t_32x4d.bt_in1k,224,83.889,16.111,95.948,4.052,16.81,0.875,bicubic,+5.909,+2.198,-48 inception_v3.tf_adv_in1k,299,83.878,16.122,95.935,4.065,23.83,0.875,bicubic,+6.280,+2.209,-18 resnext50_32x4d.a3_in1k,160,83.878,16.122,95.625,4.375,25.03,0.950,bicubic,+6.146,+2.311,-28 resnet101.tv_in1k,224,83.863,16.137,95.892,4.108,44.55,0.875,bilinear,+6.459,+2.340,-4 tinynet_a.in1k,192,83.835,16.165,95.817,4.183,6.19,0.875,bicubic,+6.169,+2.285,-28 resnet26d.bt_in1k,288,83.808,16.192,95.973,4.027,16.01,0.950,bicubic,+6.386,+2.339,-7 hardcorenas_d.miil_green_in1k,224,83.795,16.205,95.717,4.283,7.50,0.875,bilinear,+6.345,+2.237,-10 inception_v3.tv_in1k,299,83.791,16.209,95.894,4.106,23.83,0.875,bicubic,+6.319,+2.426,-13 dpn68b.mx_in1k,224,83.761,16.239,95.975,4.025,12.61,0.875,bicubic,+6.267,+2.141,-17 xcit_nano_12_p8_224.fb_dist_in1k,224,83.748,16.252,95.941,4.059,3.05,1.000,bicubic,+7.418,+2.871,+56 seresnext26d_32x4d.bt_in1k,224,83.742,16.259,95.839,4.161,16.81,0.875,bicubic,+6.150,+2.225,-25 dla60.in1k,224,83.724,16.276,95.922,4.078,22.04,0.875,bilinear,+6.688,+2.850,+14 shvit_s3.in1k,224,83.722,16.278,95.884,4.116,14.25,0.875,bicubic,+6.366,+2.574,-9 resnext26ts.ra2_in1k,288,83.703,16.297,95.975,4.025,10.30,1.000,bicubic,+6.517,+2.505,+1 repvgg_b1g4.rvgg_in1k,224,83.699,16.301,96.025,3.975,39.97,0.875,bilinear,+6.091,+2.178,-32 eca_resnext26ts.ch_in1k,256,83.695,16.305,95.924,4.076,10.30,0.900,bicubic,+6.249,+2.350,-18 convmixer_1024_20_ks9_p14.in1k,224,83.684,16.316,95.894,4.106,24.38,0.960,bicubic,+6.740,+2.530,+16 skresnet34.ra_in1k,224,83.680,16.320,95.918,4.082,22.28,0.875,bicubic,+6.724,+2.598,+13 regnetx_008.tv2_in1k,224,83.675,16.325,95.986,4.014,7.26,0.965,bicubic,+6.381,+2.322,-11 legacy_seresnet50.in1k,224,83.669,16.331,95.971,4.029,28.09,0.875,bilinear,+6.019,+2.239,-42 tf_efficientnet_b0.ap_in1k,224,83.658,16.342,95.794,4.206,5.29,0.875,bicubic,+6.558,+2.462,+2 seresnet50.a3_in1k,224,83.645,16.355,95.679,4.321,28.09,0.950,bicubic,+6.609,+2.363,+5 repghostnet_150.in1k,224,83.643,16.357,95.911,4.089,6.58,0.875,bicubic,+6.169,+2.415,-29 resnetrs50.tf_in1k,160,83.641,16.359,95.832,4.168,35.69,0.910,bicubic,+5.783,+2.022,-58 tf_efficientnet_cc_b0_4e.in1k,224,83.639,16.361,95.732,4.268,13.31,0.875,bicubic,+6.315,+2.398,-20 resnet50d.a3_in1k,160,83.633,16.367,95.638,4.362,25.58,0.950,bicubic,+6.411,+2.382,-13 densenet121.ra_in1k,288,83.609,16.391,96.054,3.946,7.98,0.950,bicubic,+7.123,+2.676,+34 efficientnet_b1.ft_in1k,224,83.590,16.410,95.770,4.230,7.79,0.875,bicubic,+5.998,+2.134,-43 mobilenetv3_large_100.ra4_e3600_r224_in1k,256,83.571,16.429,95.755,4.245,5.48,1.000,bicubic,+6.389,+2.427,-12 resmlp_12_224.fb_in1k,224,83.566,16.434,95.760,4.240,15.35,0.875,bicubic,+6.906,+2.590,+18 tf_efficientnet_b0.aa_in1k,224,83.552,16.448,95.758,4.242,5.29,0.875,bicubic,+6.669,+2.488,+6 densenet201.tv_in1k,224,83.549,16.451,95.805,4.195,20.01,0.875,bicubic,+6.265,+2.325,-22 mobilenetv3_large_100.miil_in21k_ft_in1k,224,83.543,16.457,95.435,4.565,5.48,0.875,bilinear,+5.623,+2.541,-73 mixnet_m.ft_in1k,224,83.519,16.481,95.698,4.302,5.01,0.875,bicubic,+6.251,+2.280,-23 hrnet_w18.ms_in1k,224,83.517,16.483,95.894,4.106,21.30,0.875,bilinear,+6.747,+2.446,+7 legacy_seresnext26_32x4d.in1k,224,83.513,16.487,95.738,4.262,16.79,0.875,bicubic,+6.413,+2.480,-14 gernet_s.idstcv_in1k,224,83.502,16.498,95.792,4.208,8.17,0.875,bilinear,+6.628,+2.650,+2 resnet34.bt_in1k,288,83.485,16.515,95.960,4.040,21.80,0.950,bicubic,+6.979,+2.618,+21 densenetblur121d.ra_in1k,224,83.485,16.515,95.813,4.187,8.00,0.875,bicubic,+6.911,+2.625,+14 resnext26ts.ra2_in1k,256,83.466,16.534,95.734,4.266,10.30,0.900,bicubic,+6.698,+2.596,+3 selecsls42b.in1k,224,83.464,16.536,95.743,4.257,32.46,0.875,bicubic,+6.280,+2.353,-25 efficientvit_m5.r224_in1k,224,83.453,16.547,95.807,4.193,12.47,0.875,bicubic,+6.361,+2.639,-17 resnet34.a1_in1k,224,83.449,16.551,95.510,4.490,21.80,0.950,bicubic,+7.029,+2.614,+19 efficientformerv2_s0.snap_dist_in1k,224,83.398,16.602,95.811,4.189,3.60,0.950,bicubic,+7.296,+2.961,+27 hardcorenas_c.miil_green_in1k,224,83.379,16.622,95.702,4.298,5.52,0.875,bilinear,+6.287,+2.510,-21 ghostnetv2_130.in1k,224,83.359,16.641,95.832,4.168,8.96,0.875,bicubic,+6.613,+2.468,-1 tf_efficientnet_lite1.in1k,240,83.344,16.656,95.649,4.351,5.42,0.882,bicubic,+6.670,+2.417,0 tf_efficientnetv2_b0.in1k,192,83.276,16.724,95.636,4.364,7.14,0.875,bicubic,+6.400,+2.452,-10 mobilenetv1_125.ra4_e3600_r224_in1k,224,83.270,16.730,95.662,4.338,6.27,0.900,bicubic,+6.350,+2.430,-13 fastvit_t8.apple_in1k,256,83.240,16.760,95.828,4.172,4.03,0.900,bicubic,+7.056,+2.786,+19 ghostnetv3_100.in1k,224,83.227,16.773,95.514,4.486,8.13,0.875,bicubic,+6.291,+2.390,-16 resnetv2_18d.ra4_e3600_r224_in1k,288,83.193,16.807,95.745,4.255,11.71,1.000,bicubic,+7.135,+2.735,+20 tf_efficientnet_es.in1k,224,83.193,16.807,95.583,4.417,5.44,0.875,bicubic,+6.585,+2.407,-1 mobilenetv2_140.ra_in1k,224,83.191,16.809,95.668,4.332,6.11,0.875,bicubic,+6.663,+2.660,+2 tf_mixnet_m.in1k,224,83.191,16.809,95.482,4.518,5.01,0.875,bicubic,+6.239,+2.318,-22 convnextv2_atto.fcmae_ft_in1k,224,83.189,16.811,95.521,4.479,3.71,0.875,bicubic,+6.544,+2.479,-7 regnetx_016.pycls_in1k,224,83.182,16.818,95.751,4.249,9.19,0.875,bicubic,+6.246,+2.319,-24 dpn68.mx_in1k,224,83.182,16.818,95.632,4.368,12.61,0.875,bicubic,+6.878,+2.638,+11 mobilenetv1_100h.ra4_e3600_r224_in1k,256,83.159,16.841,95.715,4.285,5.28,0.950,bicubic,+6.561,+2.443,-7 xcit_nano_12_p16_384.fb_dist_in1k,384,83.139,16.861,95.732,4.268,3.05,1.000,bicubic,+7.679,+3.060,+39 levit_conv_128s.fb_dist_in1k,224,83.118,16.882,95.585,4.415,7.78,0.900,bicubic,+6.584,+2.703,-5 resnet18d.ra4_e3600_r224_in1k,288,83.109,16.890,95.698,4.302,11.71,1.000,bicubic,+7.097,+2.914,+12 ese_vovnet19b_dw.ra_in1k,224,83.101,16.899,95.794,4.206,6.54,0.875,bicubic,+6.273,+2.518,-22 levit_128s.fb_dist_in1k,224,83.078,16.922,95.574,4.426,7.78,0.900,bicubic,+6.558,+2.704,-6 resnet26d.bt_in1k,224,83.052,16.948,95.606,4.394,16.01,0.875,bicubic,+6.354,+2.450,-19 convnext_atto_ols.a2_in1k,224,83.005,16.995,95.536,4.464,3.70,0.875,bicubic,+7.103,+2.694,+16 repvgg_a2.rvgg_in1k,224,82.996,17.004,95.602,4.398,28.21,0.875,bilinear,+6.508,+2.586,-7 convnext_atto.d2_in1k,224,82.979,17.021,95.706,4.294,3.70,0.875,bicubic,+7.307,+2.792,+18 resnet50.tv_in1k,224,82.969,17.031,95.474,4.526,25.56,0.875,bilinear,+6.813,+2.608,+1 resnet26.bt_in1k,288,82.941,17.059,95.730,4.270,16.00,0.950,bicubic,+6.557,+2.552,-7 mobilenetv1_100.ra4_e3600_r224_in1k,256,82.926,17.074,95.632,4.368,4.23,0.950,bicubic,+6.838,+2.626,+1 mobilenetv3_large_100.ra4_e3600_r224_in1k,224,82.919,17.081,95.401,4.599,5.48,0.950,bicubic,+6.609,+2.559,-5 repghostnet_130.in1k,224,82.898,17.102,95.446,4.554,5.48,0.875,bicubic,+6.520,+2.548,-9 hardcorenas_b.miil_green_in1k,224,82.866,17.134,95.388,4.612,5.18,0.875,bilinear,+6.316,+2.622,-20 mobileone_s1.apple_in1k,224,82.845,17.155,95.523,4.477,4.83,0.900,bilinear,+7.085,+2.735,+9 densenet121.ra_in1k,224,82.815,17.185,95.583,4.417,7.98,0.875,bicubic,+7.241,+2.935,+18 mobilevitv2_075.cvnets_in1k,256,82.793,17.206,95.568,4.432,2.87,0.888,bicubic,+7.181,+2.814,+14 resnetv2_18.ra4_e3600_r224_in1k,288,82.787,17.213,95.504,4.496,11.69,1.000,bicubic,+7.423,+2.812,+25 resnet50.a3_in1k,160,82.766,17.234,95.085,4.915,25.56,0.950,bicubic,+6.772,+2.591,-2 vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,82.687,17.313,95.860,4.140,6.36,1.000,bicubic,+6.725,+2.588,-2 mobilenetv4_conv_small.e3600_r256_in1k,320,82.687,17.313,95.546,4.454,3.77,1.000,bicubic,+7.071,+2.778,+8 densenet169.tv_in1k,224,82.674,17.326,95.568,4.432,14.15,0.875,bicubic,+6.752,+2.760,-2 regnety_004.tv2_in1k,224,82.618,17.382,95.508,4.492,4.34,0.965,bicubic,+7.024,+2.802,+10 fasternet_t1.in1k,224,82.593,17.407,95.497,4.503,7.60,1.000,bicubic,+6.671,+2.521,-3 tf_efficientnet_b0.in1k,224,82.591,17.409,95.420,4.580,5.29,0.875,bicubic,+6.049,+2.412,-30 resnet34.a2_in1k,224,82.574,17.426,95.249,4.750,21.80,0.950,bicubic,+7.054,+2.796,+9 edgenext_x_small.in1k,288,82.569,17.431,95.427,4.573,2.34,1.000,bicubic,+6.863,+2.667,-2 inception_next_atto.sail_in1k,224,82.554,17.446,95.350,4.650,4.16,0.875,bicubic,+7.206,+2.792,+16 mixnet_s.ft_in1k,224,82.529,17.471,95.363,4.637,4.13,0.875,bicubic,+6.529,+2.567,-13 regnety_008.pycls_in1k,224,82.507,17.493,95.489,4.511,6.26,0.875,bicubic,+6.173,+2.429,-25 vit_small_patch32_224.augreg_in21k_ft_in1k,224,82.503,17.497,95.674,4.326,22.88,0.900,bicubic,+6.493,+2.408,-16 mobilenetv1_100h.ra4_e3600_r224_in1k,224,82.403,17.597,95.181,4.819,5.28,0.875,bicubic,+6.739,+2.659,-5 resnest14d.gluon_in1k,224,82.377,17.623,95.333,4.667,10.61,0.875,bilinear,+6.861,+2.821,+3 efficientnet_lite0.ra_in1k,224,82.377,17.623,95.279,4.721,4.65,0.875,bicubic,+6.889,+2.771,+4 hardcorenas_a.miil_green_in1k,224,82.335,17.666,95.271,4.729,5.26,0.875,bilinear,+6.409,+2.785,-16 mobilenetv1_100.ra4_e3600_r224_in1k,224,82.292,17.708,95.053,4.947,4.23,0.875,bicubic,+6.904,+2.743,+6 mobilenetv3_rw.rmsp_in1k,224,82.270,17.730,95.177,4.823,5.48,0.875,bicubic,+6.654,+2.481,-7 efficientnet_es_pruned.in1k,224,82.268,17.732,95.301,4.699,5.44,0.875,bicubic,+7.258,+2.863,+19 semnasnet_100.rmsp_in1k,224,82.264,17.736,95.230,4.770,3.89,0.875,bicubic,+6.812,+2.372,+2 mobilenetv3_large_100.ra_in1k,224,82.168,17.832,95.190,4.810,5.48,0.875,bicubic,+6.384,+2.662,-17 swiftformer_xs.dist_in1k,224,82.166,17.834,95.179,4.821,3.48,0.950,bicubic,+6.566,+2.865,-9 resnet34.bt_in1k,224,82.164,17.836,95.055,4.945,21.80,0.875,bicubic,+6.988,+2.889,+7 mobilenetv2_110d.ra_in1k,224,82.080,17.920,95.064,4.936,4.52,0.875,bicubic,+7.024,+2.878,+12 vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,82.061,17.939,95.493,4.507,5.72,0.900,bicubic,+6.609,+2.885,-4 shvit_s2.in1k,224,82.027,17.973,95.190,4.810,11.48,0.875,bicubic,+6.843,+2.874,+3 tf_mixnet_s.in1k,224,82.027,17.973,95.119,4.881,4.13,0.875,bicubic,+6.371,+2.487,-18 repvgg_b0.rvgg_in1k,224,82.019,17.982,95.117,4.883,15.82,0.875,bilinear,+6.861,+2.707,+3 deit_tiny_distilled_patch16_224.fb_in1k,224,82.012,17.988,95.145,4.855,5.91,0.900,bicubic,+7.474,+3.247,+22 mixer_b16_224.goog_in21k_ft_in1k,224,82.012,17.988,94.455,5.545,59.88,0.875,bicubic,+5.396,+2.205,-58 hrnet_w18_small_v2.ms_in1k,224,81.969,18.031,95.166,4.834,15.60,0.875,bilinear,+6.875,+2.752,+3 starnet_s2.in1k,224,81.967,18.033,95.341,4.659,3.68,0.875,bicubic,+7.301,+3.197,+14 tf_efficientnet_lite0.in1k,224,81.957,18.043,95.162,4.838,4.65,0.875,bicubic,+7.111,+2.982,+9 resnet26.bt_in1k,224,81.937,18.063,95.249,4.750,16.00,0.875,bicubic,+6.639,+2.671,-8 ghostnetv2_100.in1k,224,81.916,18.084,95.106,4.894,6.16,0.875,bicubic,+6.730,+2.772,-7 seresnet50.a3_in1k,160,81.892,18.108,94.961,5.039,28.09,0.950,bicubic,+6.788,+2.865,-3 edgenext_x_small.in1k,256,81.890,18.110,95.030,4.970,2.34,0.900,bicubic,+7.016,+2.726,+4 tf_mobilenetv3_large_100.in1k,224,81.854,18.146,95.068,4.932,5.48,0.875,bilinear,+6.344,+2.468,-20 tinynet_b.in1k,188,81.835,18.165,94.880,5.120,3.73,0.875,bicubic,+6.889,+2.686,0 pit_ti_distilled_224.in1k,224,81.790,18.210,95.083,4.917,5.10,0.900,bicubic,+7.514,+3.163,+19 repghostnet_111.in1k,224,81.756,18.244,94.831,5.169,4.54,0.875,bicubic,+6.696,+2.635,-6 densenet121.tv_in1k,224,81.730,18.270,95.032,4.968,7.98,0.875,bicubic,+6.980,+2.874,+2 regnety_006.pycls_in1k,224,81.711,18.289,95.109,4.891,6.06,0.875,bicubic,+6.437,+2.577,-16 regnetx_004_tv.tv2_in1k,224,81.692,18.308,95.025,4.975,5.50,0.965,bicubic,+7.096,+2.885,+6 xcit_nano_12_p8_224.fb_in1k,224,81.675,18.325,95.258,4.742,3.05,1.000,bicubic,+7.775,+3.104,+23 resnet18d.ra2_in1k,288,81.673,18.327,95.044,4.955,11.71,0.950,bicubic,+7.883,+3.210,+23 mobilenetv4_conv_small.e2400_r224_in1k,256,81.668,18.332,94.991,5.009,3.77,0.950,bicubic,+7.024,+2.969,0 resnet18d.ra4_e3600_r224_in1k,224,81.660,18.340,94.869,5.131,11.71,0.900,bicubic,+7.304,+3.043,+8 dla34.in1k,224,81.653,18.347,94.863,5.137,15.74,0.875,bilinear,+7.021,+2.811,-1 crossvit_9_240.in1k,240,81.641,18.359,94.985,5.015,8.55,0.875,bicubic,+7.647,+3.009,+14 resnetv2_18d.ra4_e3600_r224_in1k,224,81.638,18.362,94.993,5.007,11.71,0.900,bicubic,+7.216,+3.065,+4 fbnetc_100.rmsp_in1k,224,81.555,18.445,94.951,5.049,5.57,0.875,bilinear,+6.435,+2.567,-20 legacy_seresnet34.in1k,224,81.544,18.456,94.901,5.098,21.96,0.875,bilinear,+6.757,+2.767,-10 mobilevit_xs.cvnets_in1k,256,81.542,18.458,95.042,4.958,2.32,0.900,bicubic,+6.924,+2.692,-5 mobilenetv4_conv_small.e3600_r256_in1k,256,81.540,18.460,94.886,5.114,3.77,0.950,bicubic,+7.006,+2.947,-2 regnetx_008.pycls_in1k,224,81.513,18.488,95.057,4.943,7.26,0.875,bicubic,+6.459,+2.719,-19 mnasnet_100.rmsp_in1k,224,81.472,18.528,94.895,5.105,4.38,0.875,bicubic,+6.800,+2.787,-12 resnet34.gluon_in1k,224,81.472,18.528,94.797,5.203,21.80,0.875,bicubic,+6.898,+2.809,-7 efficientvit_m4.r224_in1k,224,81.455,18.545,94.981,5.019,8.80,0.875,bicubic,+7.111,+3.021,-2 vgg19_bn.tv_in1k,224,81.438,18.562,94.775,5.224,143.68,0.875,bilinear,+7.208,+2.927,0 mobilenetv4_conv_small.e1200_r224_in1k,256,81.416,18.584,95.059,4.941,3.77,0.950,bicubic,+7.134,+2.938,-3 repvgg_a1.rvgg_in1k,224,81.275,18.724,94.705,5.295,14.09,0.875,bilinear,+6.801,+2.853,-8 vit_base_patch32_224.augreg_in1k,224,81.145,18.855,94.436,5.564,88.22,0.900,bicubic,+6.237,+2.666,-23 convit_tiny.fb_in1k,224,81.132,18.868,95.057,4.943,5.71,0.875,bicubic,+7.992,+3.353,+20 starnet_s1.in1k,224,81.118,18.883,94.780,5.220,2.87,0.875,bicubic,+7.586,+3.276,+8 resnetv2_18.ra4_e3600_r224_in1k,224,81.118,18.883,94.547,5.453,11.69,0.900,bicubic,+7.546,+3.191,+6 crossvit_tiny_240.in1k,240,81.107,18.893,94.976,5.024,7.01,0.875,bicubic,+7.755,+3.070,+11 resnet18.a1_in1k,288,81.047,18.953,94.372,5.628,11.69,1.000,bicubic,+7.883,+3.318,+14 repghostnet_100.in1k,224,80.938,19.062,94.530,5.470,4.07,0.875,bicubic,+6.730,+2.980,-8 cs3darknet_focus_s.ra4_e3600_r256_in1k,320,80.925,19.075,94.778,5.222,3.27,1.000,bicubic,+7.767,+3.320,+13 spnasnet_100.rmsp_in1k,224,80.863,19.137,94.519,5.481,4.42,0.875,bilinear,+6.777,+2.693,-9 resnet34.a3_in1k,224,80.842,19.158,94.370,5.630,21.80,0.950,bicubic,+7.846,+3.254,+15 mobilenetv4_conv_small.e2400_r224_in1k,224,80.834,19.166,94.598,5.402,3.77,0.875,bicubic,+7.078,+3.168,-3 efficientvit_m3.r224_in1k,224,80.703,19.297,94.543,5.457,6.90,0.875,bicubic,+7.309,+3.207,+2 ghostnet_100.in1k,224,80.673,19.327,94.368,5.632,5.18,0.875,bicubic,+6.715,+2.826,-10 regnetx_006.pycls_in1k,224,80.637,19.363,94.530,5.470,6.20,0.875,bicubic,+6.733,+2.890,-9 skresnet18.ra_in1k,224,80.629,19.371,94.383,5.617,11.96,0.875,bicubic,+7.609,+3.211,+8 regnety_004.pycls_in1k,224,80.622,19.378,94.694,5.306,4.34,0.875,bicubic,+6.618,+2.938,-15 pit_ti_224.in1k,224,80.603,19.397,94.598,5.402,4.85,0.900,bicubic,+7.677,+3.186,+9 resnet18.fb_swsl_ig1b_ft_in1k,224,80.564,19.436,94.758,5.242,11.69,0.875,bilinear,+7.278,+3.004,0 convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,80.562,19.438,94.380,5.620,2.16,0.900,bicubic,+7.328,+3.111,0 mobilenetv4_conv_small.e1200_r224_in1k,224,80.543,19.457,94.383,5.617,3.77,0.875,bicubic,+7.093,+3.043,-8 vgg16_bn.tv_in1k,224,80.532,19.468,94.577,5.423,138.37,0.875,bilinear,+7.178,+3.087,-6 semnasnet_075.rmsp_in1k,224,80.492,19.508,94.329,5.671,2.91,0.875,bicubic,+7.492,+3.205,+2 hrnet_w18_small.gluon_in1k,224,80.406,19.593,94.024,5.976,13.19,0.875,bicubic,+6.472,+2.846,-19 resnet18d.ra2_in1k,224,80.400,19.600,94.257,5.743,11.71,0.875,bicubic,+8.104,+3.575,+13 resnet34.tv_in1k,224,80.396,19.604,94.408,5.592,21.80,0.875,bilinear,+7.098,+2.986,-8 convnext_zepto_rms.ra4_e3600_r224_in1k,224,80.321,19.679,94.212,5.788,2.16,0.875,bicubic,+7.501,+3.106,+2 resnet18.a2_in1k,288,80.289,19.711,94.099,5.901,11.69,1.000,bicubic,+7.925,+3.479,+7 xcit_nano_12_p16_224.fb_dist_in1k,224,80.246,19.754,94.361,5.639,3.05,1.000,bicubic,+7.928,+3.535,+8 mobilenetv2_100.ra_in1k,224,80.225,19.775,94.216,5.784,3.50,0.875,bicubic,+7.315,+3.216,-2 vit_base_patch32_224.sam_in1k,224,80.216,19.784,93.823,6.177,88.22,0.900,bicubic,+6.513,+2.811,-21 shvit_s1.in1k,224,80.169,19.831,94.240,5.760,6.33,0.875,bicubic,+7.389,+3.216,-2 resnet18.fb_ssl_yfcc100m_ft_in1k,224,80.112,19.888,94.590,5.410,11.69,0.875,bilinear,+7.476,+3.174,-2 tf_mobilenetv3_large_075.in1k,224,80.078,19.922,94.182,5.818,3.99,0.875,bilinear,+6.636,+2.850,-20 cs3darknet_focus_s.ra4_e3600_r256_in1k,256,80.046,19.954,94.340,5.660,3.27,0.887,bicubic,+7.868,+3.510,+8 deit_tiny_patch16_224.fb_in1k,224,80.026,19.974,94.464,5.536,5.72,0.900,bicubic,+7.837,+3.364,+6 repvgg_a0.rvgg_in1k,224,79.542,20.458,93.781,6.219,9.11,0.875,bilinear,+7.116,+3.275,-4 hrnet_w18_small.ms_in1k,224,79.533,20.467,93.911,6.089,13.19,0.875,bilinear,+7.193,+3.223,-2 vgg19.tv_in1k,224,79.486,20.514,93.868,6.132,143.67,0.875,bilinear,+7.086,+2.990,-5 regnetx_004.pycls_in1k,224,79.465,20.535,93.879,6.121,5.16,0.875,bicubic,+6.983,+3.039,-8 resnet18.a1_in1k,224,79.450,20.550,93.655,6.345,11.69,0.950,bicubic,+7.946,+3.569,+11 tf_mobilenetv3_large_minimal_100.in1k,224,79.251,20.749,93.738,6.262,3.92,0.875,bilinear,+6.981,+3.074,-3 edgenext_xx_small.in1k,288,79.211,20.789,93.823,6.177,1.33,1.000,bicubic,+7.325,+3.289,+3 legacy_seresnet18.in1k,224,79.155,20.845,93.774,6.226,11.78,0.875,bicubic,+7.413,+3.434,+4 resnet14t.c3_in1k,224,79.126,20.875,93.599,6.401,10.08,0.950,bicubic,+6.883,+3.281,-5 repghostnet_080.in1k,224,79.113,20.887,93.682,6.318,3.28,0.875,bicubic,+6.873,+3.190,-5 vgg16.tv_in1k,224,79.029,20.971,93.653,6.348,138.36,0.875,bilinear,+7.435,+3.255,+3 vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,79.014,20.985,93.866,6.134,6.34,0.900,bicubic,+7.215,+3.056,-1 vgg13_bn.tv_in1k,224,78.985,21.015,93.640,6.360,133.05,0.875,bilinear,+7.425,+3.268,+2 lcnet_100.ra2_in1k,224,78.914,21.086,93.544,6.456,2.95,0.875,bicubic,+6.784,+3.168,-6 pvt_v2_b0.in1k,224,78.741,21.259,93.847,6.153,3.67,0.900,bicubic,+8.087,+3.641,+9 edgenext_xx_small.in1k,256,78.698,21.302,93.503,6.497,1.33,0.900,bicubic,+7.566,+3.461,+5 efficientvit_m2.r224_in1k,224,78.615,21.385,93.554,6.446,4.19,0.875,bicubic,+7.819,+3.402,+6 fasternet_t0.in1k,224,78.553,21.447,93.465,6.535,3.91,1.000,bicubic,+6.821,+3.391,-5 mobileone_s0.apple_in1k,224,78.508,21.492,93.334,6.666,5.29,0.875,bilinear,+7.110,+3.470,-1 resnet18.a2_in1k,224,78.496,21.504,93.304,6.696,11.69,0.950,bicubic,+7.862,+3.818,+5 efficientvit_b0.r224_in1k,224,78.434,21.566,92.807,7.193,3.41,0.950,bicubic,+7.026,+3.373,-4 tinynet_c.in1k,184,78.421,21.579,93.136,6.864,2.46,0.875,bicubic,+7.207,+3.390,-2 resnet18.gluon_in1k,224,78.387,21.613,93.132,6.869,11.69,0.875,bicubic,+7.543,+3.382,-1 resnet14t.c3_in1k,176,78.329,21.671,93.140,6.860,10.08,0.875,bicubic,+7.011,+3.460,-5 resnet34.a3_in1k,160,78.306,21.694,93.221,6.779,21.80,0.950,bicubic,+7.726,+3.681,+1 mobilevitv2_050.cvnets_in1k,256,78.128,21.872,93.584,6.416,1.37,0.888,bicubic,+7.972,+3.654,+3 vgg11_bn.tv_in1k,224,77.945,22.055,93.225,6.775,132.87,0.875,bilinear,+7.571,+3.423,0 xcit_nano_12_p16_224.fb_in1k,224,77.906,22.094,93.435,6.565,3.05,1.000,bicubic,+7.924,+3.655,+2 regnety_002.pycls_in1k,224,77.413,22.587,92.916,7.084,3.16,0.875,bicubic,+7.125,+3.372,-1 mixer_l16_224.goog_in21k_ft_in1k,224,77.306,22.694,90.544,9.456,208.20,0.875,bicubic,+5.222,+2.912,-21 resnet18.tv_in1k,224,77.291,22.709,92.760,7.240,11.69,0.875,bilinear,+7.540,+3.678,+1 vgg13.tv_in1k,224,77.238,22.762,92.707,7.293,133.05,0.875,bilinear,+7.288,+3.445,-1 mobilevit_xxs.cvnets_in1k,256,76.604,23.396,92.677,7.323,1.27,0.900,bicubic,+7.668,+3.735,+2 resnet18.a3_in1k,224,76.446,23.554,92.237,7.763,11.69,0.950,bicubic,+8.196,+4.065,+6 efficientvit_m1.r224_in1k,224,76.397,23.603,92.551,7.449,2.98,0.875,bicubic,+8.057,+3.859,+3 vgg11.tv_in1k,224,76.397,23.603,92.160,7.840,132.86,0.875,bilinear,+7.347,+3.530,-2 repghostnet_058.in1k,224,76.262,23.738,92.062,7.938,2.55,0.875,bicubic,+7.324,+3.676,-3 resnet10t.c3_in1k,224,76.168,23.832,92.228,7.772,5.44,0.950,bicubic,+7.814,+4.194,0 regnetx_002.pycls_in1k,224,76.119,23.881,92.205,7.795,2.68,0.875,bicubic,+7.361,+3.637,-2 lcnet_075.ra2_in1k,224,76.053,23.947,92.083,7.917,2.36,0.875,bicubic,+7.267,+3.699,-4 dla60x_c.in1k,224,75.671,24.329,92.164,7.836,1.32,0.875,bilinear,+7.743,+3.738,0 mobilenetv3_small_100.lamb_in1k,224,74.887,25.113,91.470,8.530,2.54,0.875,bicubic,+7.251,+3.832,+1 tf_mobilenetv3_small_100.in1k,224,74.727,25.273,91.274,8.726,2.54,0.875,bilinear,+6.805,+3.588,-1 resnet10t.c3_in1k,176,74.541,25.459,91.176,8.824,5.44,0.875,bicubic,+7.817,+4.200,+2 tinynet_d.in1k,152,74.264,25.736,90.877,9.123,2.34,0.875,bicubic,+7.328,+3.799,0 repghostnet_050.in1k,224,74.257,25.742,90.826,9.174,2.31,0.875,bicubic,+7.279,+3.890,-2 mnasnet_small.lamb_in1k,224,73.809,26.191,90.706,9.294,2.03,0.875,bicubic,+7.605,+4.236,0 dla46x_c.in1k,224,73.645,26.355,91.122,8.878,1.07,0.875,bilinear,+7.637,+4.176,0 resnet18.a3_in1k,160,73.634,26.366,90.618,9.382,11.69,0.950,bicubic,+7.964,+4.350,+3 mobilenetv2_050.lamb_in1k,224,73.446,26.554,90.322,9.678,1.97,0.875,bicubic,+7.518,+4.208,-1 mobilenetv4_conv_small_050.e3000_r224_in1k,256,73.418,26.581,90.687,9.313,2.24,0.950,bicubic,+7.593,+4.271,-1 tf_mobilenetv3_small_075.in1k,224,72.810,27.190,90.012,9.988,2.04,0.875,bilinear,+7.104,+3.882,-1 dla46_c.in1k,224,72.611,27.389,90.503,9.497,1.30,0.875,bilinear,+7.731,+4.173,+1 mobilenetv3_small_075.lamb_in1k,224,72.336,27.664,89.694,10.306,2.04,0.875,bicubic,+7.052,+4.232,-1 mobilenetv4_conv_small_050.e3000_r224_in1k,224,72.169,27.831,89.831,10.169,2.24,0.875,bicubic,+7.391,+4.331,0 efficientvit_m0.r224_in1k,224,71.117,28.883,89.579,10.421,2.35,0.875,bicubic,+7.813,+4.439,0 lcnet_050.ra2_in1k,224,70.446,29.554,88.827,11.173,1.88,0.875,bicubic,+7.308,+4.425,0 tf_mobilenetv3_small_minimal_100.in1k,224,70.069,29.931,88.518,11.482,2.04,0.875,bilinear,+7.176,+4.248,0 tinynet_e.in1k,106,66.832,33.168,86.259,13.741,2.04,0.875,bicubic,+6.958,+4.485,0 mobilenetv3_small_050.lamb_in1k,224,64.699,35.301,84.839,15.161,1.59,0.875,bicubic,+6.781,+4.695,0 test_vit3.r160_in1k,160,64.421,35.579,85.576,14.425,0.93,0.950,bicubic,+7.513,+4.828,0 test_convnext2.r160_in1k,160,60.962,39.038,83.865,16.135,0.48,0.950,bicubic,+7.442,+5.307,0 test_convnext3.r160_in1k,160,60.843,39.157,83.780,16.220,0.47,0.950,bicubic,+7.541,+5.454,0 test_convnext.r160_in1k,160,54.782,45.218,79.710,20.290,0.27,0.950,bicubic,+7.008,+5.544,0 test_nfnet.r160_in1k,160,54.572,45.428,78.778,21.223,0.38,0.950,bicubic,+6.938,+5.898,0 test_efficientnet_evos.r160_in1k,160,52.982,47.018,76.809,23.191,0.36,0.950,bicubic,+6.478,+5.787,+1 test_efficientnet.r160_in1k,160,52.943,47.057,76.903,23.097,0.36,0.950,bicubic,+6.437,+5.867,-1 test_byobnet.r160_in1k,160,52.388,47.612,76.785,23.215,0.46,0.950,bicubic,+6.530,+5.781,0 test_efficientnet_gn.r160_in1k,160,50.238,49.762,74.960,25.040,0.36,0.950,bicubic,+6.350,+5.804,+1 test_efficientnet_ln.r160_in1k,160,50.195,49.805,75.287,24.713,0.36,0.950,bicubic,+6.237,+5.961,-1 test_vit2.r160_in1k,160,48.434,51.566,74.469,25.531,0.46,0.950,bicubic,+6.184,+5.487,0 test_resnet.r160_in1k,160,47.911,52.089,73.848,26.152,0.47,0.950,bilinear,+6.309,+5.864,0 test_vit.r160_in1k,160,47.087,52.913,72.804,27.196,0.37,0.950,bicubic,+6.105,+5.422,0