pytorch-image-models/results/results-imagenetv2-matched-frequency.csv

model,rank_diff,top1,top1_diff,top1_err,top5,top5_diff,top5_err,param_count,img_size,cropt_pct,interpolation
tf_efficientnet_l2_ns_475,+1,80.4700,-7.764,19.5300,95.7300,-2.816,4.2700,480.3100,475,0.9360,bicubic
tf_efficientnet_l2_ns,-1,80.2500,-8.102,19.7500,95.8500,-2.798,4.1500,480.3100,800,0.9600,bicubic
tf_efficientnet_b7_ns,=,78.5200,-8.318,21.4800,94.3700,-3.724,5.6300,66.3500,600,0.9490,bicubic
tf_efficientnet_b6_ns,=,77.2800,-9.182,22.7200,93.8900,-3.994,6.1100,43.0400,528,0.9420,bicubic
ig_resnext101_32x48d,+1,76.8700,-8.572,23.1300,93.3200,-4.252,6.6800,828.4100,224,0.8750,bilinear
ig_resnext101_32x32d,+5,76.8400,-8.252,23.1600,93.1900,-4.246,6.8100,468.5300,224,0.8750,bilinear
tf_efficientnet_b5_ns,-2,76.8200,-9.260,23.1800,93.5800,-4.174,6.4200,30.3900,456,0.9340,bicubic
tf_efficientnet_b7_ap,+2,76.0900,-9.028,23.9100,92.9700,-4.282,7.0300,66.3500,600,0.9490,bicubic
tf_efficientnet_b8_ap,-1,76.0900,-9.278,23.9100,92.7300,-4.564,7.2700,87.4100,672,0.9540,bicubic
ig_resnext101_32x16d,+7,75.7100,-8.466,24.2900,92.9000,-4.296,7.1000,194.0300,224,0.8750,bilinear
tf_efficientnet_b4_ns,-2,75.6900,-9.468,24.3100,93.0400,-4.428,6.9600,19.3400,380,0.9220,bicubic
swsl_resnext101_32x8d,+2,75.4500,-8.844,24.5500,92.7500,-4.424,7.2500,88.7900,224,0.8750,bilinear
tf_efficientnet_b6_ap,=,75.3800,-9.406,24.6200,92.4400,-4.698,7.5600,43.0400,528,0.9420,bicubic
tf_efficientnet_b8,-7,74.9300,-10.440,25.0700,92.3200,-5.072,7.6800,87.4100,672,0.9540,bicubic
tf_efficientnet_b7,-3,74.7200,-10.212,25.2800,92.2200,-4.988,7.7800,66.3500,600,0.9490,bicubic
tf_efficientnet_b5_ap,-1,74.5900,-9.664,25.4100,91.9900,-4.986,8.0100,30.3900,456,0.9340,bicubic
swsl_resnext101_32x4d,+7,74.1500,-9.084,25.8500,91.9900,-4.766,8.0100,44.1800,224,0.8750,bilinear
swsl_resnext101_32x16d,+4,74.0100,-9.328,25.9900,92.1700,-4.682,7.8300,194.0300,224,0.8750,bilinear
resnest200e,+1,73.9300,-9.904,26.0700,91.5800,-5.258,8.4200,70.2000,320,0.8750,bilinear
tf_efficientnet_b6,-2,73.9000,-10.212,26.1000,91.7500,-5.134,8.2500,43.0400,528,0.9420,bicubic
tf_efficientnet_b3_ns,-2,73.8700,-10.184,26.1300,91.8600,-5.052,8.1400,12.2300,300,0.9040,bicubic
ig_resnext101_32x8d,+7,73.6600,-9.028,26.3400,92.1500,-4.482,7.8500,88.7900,224,0.8750,bilinear
tf_efficientnet_b5,-2,73.5400,-10.276,26.4600,91.4600,-5.290,8.5400,30.3900,456,0.9340,bicubic
resnest269e,-8,73.4600,-10.726,26.5400,91.6800,-5.242,8.3200,110.9300,416,0.8750,bilinear
tf_efficientnet_b4_ap,-2,72.8900,-10.358,27.1100,90.9800,-5.408,9.0200,19.3400,380,0.9220,bicubic
swsl_resnext50_32x4d,+7,72.5800,-9.600,27.4200,90.8400,-5.388,9.1600,25.0300,224,0.8750,bilinear
resnest101e,=,72.5500,-10.340,27.4500,90.8100,-5.514,9.1900,48.2800,256,0.8750,bilinear
tresnet_xl_448,-3,72.5500,-10.498,27.4500,90.3100,-5.864,9.6900,78.4400,448,0.8750,bilinear
pnasnet5large,-1,72.3700,-10.370,27.6300,90.2600,-5.780,9.7400,86.0600,331,0.8750,bicubic
nasnetalarge,=,72.3100,-10.248,27.6900,90.5100,-5.526,9.4900,88.7500,331,0.8750,bicubic
tf_efficientnet_b4,-5,72.2800,-10.736,27.7200,90.6000,-5.698,9.4000,19.3400,380,0.9220,bicubic
tf_efficientnet_b2_ns,-1,72.2700,-10.110,27.7300,91.0900,-5.162,8.9100,9.1100,260,0.8900,bicubic
swsl_resnet50,+15,71.6900,-9.490,28.3100,90.5100,-5.476,9.4900,25.5600,224,0.8750,bilinear
tresnet_xl,+1,71.6500,-10.420,28.3500,89.6300,-6.298,10.3700,78.4400,224,0.8750,bilinear
tresnet_l_448,-3,71.6000,-10.668,28.4000,90.0600,-5.918,9.9400,55.9900,448,0.8750,bilinear
ecaresnet101d,-2,71.5000,-10.666,28.5000,90.3100,-5.742,9.6900,44.5700,224,0.8750,bicubic
ssl_resnext101_32x8d,+4,71.4900,-10.136,28.5100,90.4700,-5.568,9.5300,88.7900,224,0.8750,bilinear
ssl_resnext101_32x16d,-1,71.4000,-10.436,28.6000,90.5500,-5.544,9.4500,194.0300,224,0.8750,bilinear
tresnet_m_448,=,71.0000,-10.712,29.0000,88.6800,-6.890,11.3200,31.3900,448,0.8750,bilinear
resnest50d_4s2x40d,+9,70.9400,-10.174,29.0600,89.7100,-5.858,10.2900,30.4200,224,0.8750,bicubic
tf_efficientnet_b3_ap,-3,70.9200,-10.908,29.0800,89.4300,-6.194,10.5700,12.2300,300,0.9040,bicubic
efficientnet_b3a,-6,70.8700,-11.004,29.1300,89.7200,-6.120,10.2800,12.2300,320,1.0000,bicubic
tf_efficientnet_b1_ns,+2,70.8500,-10.536,29.1500,90.1100,-5.628,9.8900,7.7900,240,0.8820,bicubic
tresnet_l,=,70.8300,-10.658,29.1700,89.6100,-6.018,10.3900,55.9900,224,0.8750,bilinear
efficientnet_b3,-2,70.7600,-10.738,29.2400,89.8400,-5.878,10.1600,12.2300,300,0.9040,bicubic
tf_efficientnet_b3,-6,70.6200,-11.020,29.3800,89.4400,-6.282,10.5600,12.2300,300,0.9040,bicubic
gluon_senet154,=,70.6000,-10.624,29.4000,88.9200,-6.436,11.0800,115.0900,224,0.8750,bicubic
ssl_resnext101_32x4d,+5,70.5000,-10.428,29.5000,89.7600,-5.968,10.2400,44.1800,224,0.8750,bilinear
senet154,-3,70.4800,-10.824,29.5200,88.9900,-6.508,11.0100,115.0900,224,0.8750,bilinear
gluon_seresnext101_64x4d,+5,70.4400,-10.450,29.5600,89.3500,-5.954,10.6500,88.2300,224,0.8750,bicubic
resnest50d_1s4x24d,=,70.4300,-10.560,29.5700,89.2400,-6.082,10.7600,25.6800,224,0.8750,bicubic
tf_efficientnet_lite4,-10,70.4300,-11.098,29.5700,89.1200,-6.548,10.8800,13.0100,380,0.9200,bilinear
resnest50d,-1,70.4200,-10.538,29.5800,88.7600,-6.622,11.2400,27.4800,224,0.8750,bilinear
gluon_resnet152_v1s,-4,70.3200,-10.692,29.6800,88.8700,-6.546,11.1300,60.3200,224,0.8750,bicubic
ecaresnet101d_pruned,+3,70.1200,-10.688,29.8800,89.5800,-6.048,10.4200,24.8800,224,0.8750,bicubic
inception_resnet_v2,+9,70.1200,-10.340,29.8800,88.6800,-6.630,11.3200,55.8400,299,0.8975,bicubic
gluon_seresnext101_32x4d,-3,70.0100,-10.892,29.9900,88.9100,-6.384,11.0900,48.9600,224,0.8750,bicubic
gluon_resnet152_v1d,+6,69.9500,-10.520,30.0500,88.4700,-6.736,11.5300,60.2100,224,0.8750,bicubic
ecaresnet50d,+2,69.8300,-10.774,30.1700,89.3700,-5.952,10.6300,25.5800,224,0.8750,bicubic
gluon_resnext101_64x4d,+2,69.6900,-10.912,30.3100,88.2600,-6.734,11.7400,83.4600,224,0.8750,bicubic
ssl_resnext50_32x4d,+11,69.6900,-10.638,30.3100,89.4200,-5.984,10.5800,25.0300,224,0.8750,bilinear
tresnet_m,-3,69.6500,-11.146,30.3500,88.0000,-6.856,12.0000,31.3900,224,0.8750,bilinear
efficientnet_b3_pruned,-7,69.5800,-11.276,30.4200,88.9700,-6.270,11.0300,9.8600,300,0.9040,bicubic
ens_adv_inception_resnet_v2,+19,69.5200,-10.456,30.4800,88.5000,-6.446,11.5000,55.8400,299,0.8975,bicubic
efficientnet_b2a,-5,69.4900,-11.118,30.5100,88.6800,-6.630,11.3200,9.1100,288,1.0000,bicubic
inception_v4,+13,69.3500,-10.806,30.6500,88.7800,-6.194,11.2200,42.6800,299,0.8750,bicubic
seresnext101_32x4d,+10,69.3400,-10.896,30.6600,88.0500,-6.978,11.9500,48.9600,224,0.8750,bilinear
ecaresnetlight,-2,69.3300,-11.124,30.6700,89.2200,-6.036,10.7800,30.1600,224,0.8750,bicubic
gluon_resnet152_v1c,+16,69.1300,-10.786,30.8700,87.8900,-6.952,12.1100,60.2100,224,0.8750,bicubic
mixnet_xl,-7,69.0800,-11.398,30.9200,88.3100,-6.622,11.6900,11.9000,224,0.8750,bicubic
efficientnet_b2,-2,69.0000,-11.402,31.0000,88.6200,-6.456,11.3800,9.1100,260,0.8750,bicubic
gluon_resnet101_v1d,-4,68.9900,-11.434,31.0100,88.0800,-6.940,11.9200,44.5700,224,0.8750,bicubic
gluon_xception65,+24,68.9800,-10.624,31.0200,88.3200,-6.428,11.6800,39.9200,299,0.8750,bicubic
gluon_resnext101_32x4d,-3,68.9600,-11.374,31.0400,88.3400,-6.586,11.6600,44.1800,224,0.8750,bicubic
tf_efficientnet_b2_ap,-2,68.9300,-11.376,31.0700,88.3400,-6.688,11.6600,9.1100,260,0.8900,bicubic
gluon_resnet152_v1b,+18,68.8100,-10.882,31.1900,87.7100,-7.028,12.2900,60.1900,224,0.8750,bicubic
dpn131,+12,68.7600,-11.068,31.2400,87.4800,-7.224,12.5200,79.2500,224,0.8750,bicubic
resnext50d_32x4d,+17,68.7500,-10.924,31.2500,88.3100,-6.558,11.6900,25.0500,224,0.8750,bicubic
tf_efficientnet_b2,+2,68.7500,-11.340,31.2500,87.9500,-6.956,12.0500,9.1100,260,0.8900,bicubic
gluon_resnet101_v1s,-6,68.7200,-11.580,31.2800,87.9000,-7.250,12.1000,44.6700,224,0.8750,bicubic
dpn107,-3,68.7100,-11.454,31.2900,88.1300,-6.782,11.8700,86.9200,224,0.8750,bicubic
gluon_seresnext50_32x4d,+4,68.6700,-11.242,31.3300,88.3200,-6.498,11.6800,27.5600,224,0.8750,bicubic
hrnet_w64,+17,68.6300,-10.842,31.3700,88.0700,-6.580,11.9300,128.0600,224,0.8750,bilinear
resnext50_32x4d,+7,68.6100,-11.152,31.3900,87.5700,-7.030,12.4300,25.0300,224,0.8750,bicubic
dpn98,+11,68.5800,-11.056,31.4200,87.6600,-6.934,12.3400,61.5700,224,0.8750,bicubic
ssl_resnet50,+24,68.4200,-10.808,31.5800,88.5800,-6.252,11.4200,25.5600,224,0.8750,bilinear
ecaresnet50d_pruned,+5,68.3900,-11.328,31.6100,88.3700,-6.520,11.6300,19.9400,224,0.8750,bicubic
skresnext50_32x4d,-8,68.3900,-11.760,31.6100,87.5900,-7.054,12.4100,27.4800,224,0.8750,bicubic
dla102x2,+12,68.3400,-11.112,31.6600,87.8700,-6.774,12.1300,41.7500,224,0.8750,bilinear
efficientnet_b2_pruned,-6,68.3000,-11.618,31.7000,88.1000,-6.748,11.9000,8.3100,260,0.8900,bicubic
gluon_resnext50_32x4d,+11,68.2800,-11.076,31.7200,87.3200,-7.104,12.6800,25.0300,224,0.8750,bicubic
tf_efficientnet_lite3,-2,68.2300,-11.582,31.7700,87.7200,-7.194,12.2800,8.2000,300,0.9040,bilinear
ese_vovnet39b,+10,68.1900,-11.130,31.8100,88.2600,-6.450,11.7400,24.5700,224,0.8750,bicubic
tf_efficientnet_el,-27,68.1800,-12.268,31.8200,88.3500,-6.810,11.6500,10.5900,300,0.9040,bicubic
dpn92,-13,68.0100,-12.006,31.9900,87.5900,-7.248,12.4100,37.6700,224,0.8750,bicubic
gluon_resnet50_v1d,+20,67.9100,-11.164,32.0900,87.1200,-7.356,12.8800,25.5800,224,0.8750,bicubic
seresnext50_32x4d,+18,67.8700,-11.206,32.1300,87.6200,-6.814,12.3800,27.5600,224,0.8750,bilinear
resnext101_32x8d,+6,67.8500,-11.462,32.1500,87.4800,-7.046,12.5200,88.7900,224,0.8750,bilinear
hrnet_w44,+23,67.7700,-11.124,32.2300,87.5300,-6.840,12.4700,67.0600,224,0.8750,bilinear
hrnet_w48,+5,67.7700,-11.540,32.2300,87.4200,-7.098,12.5800,77.4700,224,0.8750,bilinear
tf_efficientnet_b0_ns,+32,67.7200,-10.932,32.2800,88.0800,-6.288,11.9200,5.2900,224,0.8750,bicubic
xception,+16,67.6700,-11.378,32.3300,87.5700,-6.822,12.4300,22.8600,299,0.8975,bicubic
dla169,+26,67.6100,-11.100,32.3900,87.5600,-6.778,12.4400,53.9900,224,0.8750,bilinear
gluon_inception_v3,+22,67.5900,-11.214,32.4100,87.4600,-6.920,12.5400,23.8300,299,0.8750,bicubic
hrnet_w40,+16,67.5900,-11.344,32.4100,87.1300,-7.336,12.8700,57.5600,224,0.8750,bilinear
gluon_resnet101_v1c,-7,67.5600,-11.984,32.4400,87.1600,-7.426,12.8400,44.5700,224,0.8750,bicubic
seresnet152,+25,67.5500,-11.108,32.4500,87.3900,-6.984,12.6100,66.8200,224,0.8750,bilinear
res2net50_26w_8s,+4,67.5300,-11.680,32.4700,87.2700,-7.092,12.7300,48.4000,224,0.8750,bilinear
tf_efficientnet_b1_ap,=,67.5200,-11.758,32.4800,87.7700,-6.538,12.2300,7.7900,240,0.8820,bicubic
tf_efficientnet_cc_b1_8e,-3,67.4800,-11.818,32.5200,87.3100,-7.054,12.6900,39.7200,240,0.8820,bicubic
gluon_resnet101_v1b,-5,67.4500,-11.854,32.5500,87.2300,-7.294,12.7700,44.5500,224,0.8750,bicubic
res2net101_26w_4s,+2,67.4500,-11.746,32.5500,87.0100,-7.430,12.9900,45.2100,224,0.8750,bilinear
resnet50,+6,67.4400,-11.592,32.5600,87.4200,-6.964,12.5800,25.5600,224,0.8750,bicubic
resnetblur50,-6,67.4400,-11.850,32.5600,87.4300,-7.202,12.5700,25.5600,224,0.8750,bicubic
resnest26d,+22,67.2100,-11.272,32.7900,87.1800,-7.110,12.8200,17.0700,224,0.8750,bilinear
efficientnet_b1,+14,67.1600,-11.538,32.8400,87.1500,-7.002,12.8500,7.7900,240,0.8750,bicubic
seresnet101,+26,67.1500,-11.246,32.8500,87.0500,-7.208,12.9500,49.3300,224,0.8750,bilinear
gluon_resnet50_v1s,+10,67.1000,-11.612,32.9000,86.8600,-7.382,13.1400,25.6800,224,0.8750,bicubic
dla60x,+26,67.0800,-11.162,32.9200,87.1700,-6.852,12.8300,17.6500,224,0.8750,bilinear
dla60_res2net,+18,67.0300,-11.442,32.9700,87.1400,-7.064,12.8600,21.1500,224,0.8750,bilinear
resnet152,+23,67.0200,-11.292,32.9800,87.5700,-6.476,12.4300,60.1900,224,0.8750,bilinear
dla102x,+13,67.0000,-11.508,33.0000,86.7700,-7.464,13.2300,26.7700,224,0.8750,bilinear
mixnet_l,-3,66.9700,-12.006,33.0300,86.9400,-7.244,13.0600,7.3300,224,0.8750,bicubic
res2net50_26w_6s,+10,66.9100,-11.664,33.0900,86.9000,-7.226,13.1000,37.0500,224,0.8750,bilinear
efficientnet_es,+26,66.8900,-11.164,33.1100,86.7300,-7.200,13.2700,5.4400,224,0.8750,bicubic
tf_efficientnet_b1,-1,66.8900,-11.942,33.1100,87.0400,-7.156,12.9600,7.7900,240,0.8820,bicubic
tf_efficientnet_em,+4,66.8700,-11.828,33.1300,86.9800,-7.340,13.0200,6.9000,240,0.8820,bicubic
hrnet_w32,+13,66.7900,-11.658,33.2100,87.2900,-6.898,12.7100,41.2300,224,0.8750,bilinear
tf_mixnet_l,-2,66.7800,-11.990,33.2200,86.4600,-7.544,13.5400,7.3300,224,0.8750,bicubic
hrnet_w30,+18,66.7600,-11.436,33.2400,86.7900,-7.430,13.2100,37.7100,224,0.8750,bilinear
selecsls60b,+11,66.7200,-11.698,33.2800,86.5400,-7.626,13.4600,32.7700,224,0.8750,bicubic
wide_resnet101_2,-8,66.6800,-12.166,33.3200,87.0400,-7.244,12.9600,126.8900,224,0.8750,bilinear
wide_resnet50_2,+6,66.6500,-11.818,33.3500,86.8100,-7.276,13.1900,68.8800,224,0.8750,bilinear
dla60_res2next,+6,66.6400,-11.808,33.3600,87.0200,-7.124,12.9800,17.3300,224,0.8750,bilinear
adv_inception_v3,+30,66.6000,-10.980,33.4000,86.5600,-7.164,13.4400,23.8300,299,0.8750,bicubic
dla102,+16,66.5500,-11.476,33.4500,86.9100,-7.040,13.0900,33.7300,224,0.8750,bilinear
gluon_resnet50_v1c,+16,66.5400,-11.470,33.4600,86.1600,-7.828,13.8400,25.5800,224,0.8750,bicubic
tf_inception_v3,+21,66.4200,-11.436,33.5800,86.6800,-6.964,13.3200,23.8300,299,0.8750,bicubic
efficientnet_b0,+22,66.2500,-11.442,33.7500,85.9500,-7.582,14.0500,5.2900,224,0.8750,bicubic
seresnet50,+22,66.2400,-11.396,33.7600,86.3300,-7.422,13.6700,28.0900,224,0.8750,bilinear
selecsls60,+15,66.2200,-11.762,33.7800,86.3300,-7.502,13.6700,30.6700,224,0.8750,bicubic
tf_efficientnet_cc_b0_8e,+16,66.2100,-11.698,33.7900,86.2200,-7.436,13.7800,24.0100,224,0.8750,bicubic
tv_resnext50_32x4d,+20,66.1800,-11.438,33.8200,86.0400,-7.658,13.9600,25.0300,224,0.8750,bilinear
res2net50_26w_4s,+13,66.1700,-11.776,33.8300,86.6000,-7.252,13.4000,25.7000,224,0.8750,bilinear
inception_v3,+25,66.1200,-11.316,33.8800,86.3400,-7.136,13.6600,23.8300,299,0.8750,bicubic
efficientnet_b1_pruned,=,66.0800,-12.162,33.9200,86.5800,-7.252,13.4200,6.3300,240,0.8820,bicubic
gluon_resnet50_v1b,+19,66.0400,-11.538,33.9600,86.2700,-7.448,13.7300,25.5600,224,0.8750,bicubic
res2net50_14w_8s,+2,66.0200,-12.132,33.9800,86.2400,-7.602,13.7600,25.0600,224,0.8750,bilinear
densenet161,+23,65.8500,-11.498,34.1500,86.4600,-7.188,13.5400,28.6800,224,0.8750,bicubic
res2next50,-3,65.8500,-12.392,34.1500,85.8300,-8.062,14.1700,24.6700,224,0.8750,bilinear
seresnext26tn_32x4d,+3,65.8500,-12.140,34.1500,85.6800,-8.068,14.3200,16.8100,224,0.8750,bicubic
skresnet34,+32,65.7700,-11.140,34.2300,85.9600,-7.356,14.0400,22.2800,224,0.8750,bicubic
resnet101,+18,65.6800,-11.694,34.3200,85.9800,-7.566,14.0200,44.5500,224,0.8750,bilinear
dpn68b,+13,65.6000,-11.914,34.4000,85.9400,-7.882,14.0600,12.6100,224,0.8750,bicubic
seresnext26t_32x4d,=,65.6000,-12.388,34.4000,86.0900,-7.616,13.9100,16.8200,224,0.8750,bicubic
selecsls42b,+22,65.5900,-11.586,34.4100,85.8300,-7.562,14.1700,32.4600,224,0.8750,bicubic
tf_efficientnet_b0_ap,+23,65.4900,-11.594,34.5100,85.5500,-7.704,14.4500,5.2900,224,0.8750,bicubic
seresnext26d_32x4d,+6,65.4200,-12.184,34.5800,85.9700,-7.642,14.0300,16.8100,224,0.8750,bicubic
tf_efficientnet_lite2,+10,65.3900,-12.070,34.6100,86.0300,-7.716,13.9700,6.0900,260,0.8900,bicubic
res2net50_48w_2s,+8,65.3200,-12.194,34.6800,85.9600,-7.588,14.0400,25.2900,224,0.8750,bilinear
densenetblur121d,+28,65.3000,-11.276,34.7000,85.7100,-7.480,14.2900,8.0000,224,0.8750,bicubic
densenet201,+13,65.2800,-12.010,34.7200,85.6700,-7.808,14.3300,20.0100,224,0.8750,bicubic
tf_efficientnet_es,+13,65.2400,-12.024,34.7600,85.5400,-8.060,14.4600,5.4400,224,0.8750,bicubic
dla60,+17,65.2200,-11.804,34.7800,85.7500,-7.558,14.2500,22.3300,224,0.8750,bilinear
tf_efficientnet_cc_b0_4e,+8,65.1300,-12.174,34.8700,85.1300,-8.202,14.8700,13.3100,224,0.8750,bicubic
mobilenetv2_120d,+8,65.0400,-12.254,34.9600,85.9900,-7.512,14.0100,5.8300,224,0.8750,bicubic
seresnext26_32x4d,+12,65.0400,-12.060,34.9600,85.6500,-7.660,14.3500,16.7900,224,0.8750,bicubic
hrnet_w18,+18,64.9100,-11.846,35.0900,85.7500,-7.692,14.2500,21.3000,224,0.8750,bilinear
densenet169,+26,64.7800,-11.132,35.2200,85.2500,-7.774,14.7500,14.1500,224,0.8750,bicubic
mixnet_m,+7,64.6900,-12.566,35.3100,85.4700,-7.948,14.5300,5.0100,224,0.8750,bicubic
resnet26d,+16,64.6300,-12.050,35.3700,85.1200,-8.046,14.8800,16.0100,224,0.8750,bicubic
tf_efficientnet_lite1,+16,64.3700,-12.268,35.6300,85.4900,-7.742,14.5100,5.4200,240,0.8820,bicubic
tf_efficientnet_b0,+12,64.2900,-12.550,35.7100,85.2500,-7.976,14.7500,5.2900,224,0.8750,bicubic
tf_mixnet_m,+8,64.2700,-12.680,35.7300,85.0900,-8.066,14.9100,5.0100,224,0.8750,bicubic
dpn68,+17,64.2200,-12.086,35.7800,85.1800,-7.790,14.8200,12.6100,224,0.8750,bicubic
mobilenetv2_140,+14,64.0500,-12.474,35.9500,85.0200,-7.970,14.9800,6.1100,224,0.8750,bicubic
densenet121,+22,63.7400,-11.834,36.2600,84.6300,-8.026,15.3700,7.9800,224,0.8750,bicubic
resnest14d,+23,63.6000,-11.904,36.4000,84.2200,-8.294,15.7800,10.6100,224,0.8750,bilinear
tf_mixnet_s,+18,63.5900,-12.058,36.4100,84.2700,-8.366,15.7300,4.1300,224,0.8750,bicubic
resnet26,+23,63.4500,-11.842,36.5500,84.2700,-8.300,15.7300,16.0000,224,0.8750,bicubic
mixnet_s,+13,63.3800,-12.608,36.6200,84.7100,-8.084,15.2900,4.1300,224,0.8750,bicubic
mobilenetv3_large_100,+14,63.3600,-12.408,36.6400,84.0800,-8.460,15.9200,5.4800,224,0.8750,bicubic
tv_resnet50,+10,63.3300,-12.800,36.6700,84.6500,-8.212,15.3500,25.5600,224,0.8750,bilinear
mobilenetv3_rw,+14,63.2300,-12.398,36.7700,84.5200,-8.190,15.4800,5.4800,224,0.8750,bicubic
semnasnet_100,+17,63.1200,-12.336,36.8800,84.5300,-8.062,15.4700,3.8900,224,0.8750,bicubic
tv_densenet121,+26,62.9400,-11.812,37.0600,84.2600,-7.892,15.7400,7.9800,224,0.8750,bicubic
seresnet34,+24,62.8900,-11.918,37.1100,84.2200,-7.906,15.7800,21.9600,224,0.8750,bilinear
hrnet_w18_small_v2,+17,62.8300,-12.296,37.1700,83.9700,-8.446,16.0300,15.6000,224,0.8750,bilinear
mobilenetv2_110d,+19,62.8200,-12.232,37.1800,84.4800,-7.700,15.5200,4.5200,224,0.8750,bicubic
resnet34,+17,62.8200,-12.292,37.1800,84.1200,-8.168,15.8800,21.8000,224,0.8750,bilinear
swsl_resnet18,+30,62.7300,-10.556,37.2700,84.3000,-7.432,15.7000,11.6900,224,0.8750,bilinear
tf_efficientnet_lite0,+18,62.5800,-12.262,37.4200,84.2500,-7.920,15.7500,4.6500,224,0.8750,bicubic
gluon_resnet34_v1b,+22,62.5600,-12.020,37.4400,84.0000,-7.988,16.0000,21.8000,224,0.8750,bicubic
dla34,+20,62.5100,-12.126,37.4900,83.9200,-8.144,16.0800,15.7800,224,0.8750,bilinear
tf_mobilenetv3_large_100,+5,62.4700,-13.046,37.5300,83.9600,-8.640,16.0400,5.4800,224,0.8750,bilinear
fbnetc_100,+10,62.4300,-12.690,37.5700,83.3900,-8.996,16.6100,5.5700,224,0.8750,bilinear
mnasnet_100,+16,61.9100,-12.746,38.0900,83.7100,-8.416,16.2900,4.3800,224,0.8750,bicubic
ssl_resnet18,+26,61.4900,-11.110,38.5100,83.3300,-8.086,16.6700,11.6900,224,0.8750,bilinear
spnasnet_100,+17,61.2100,-12.870,38.7900,82.7700,-9.062,17.2300,4.4200,224,0.8750,bilinear
tv_resnet34,+20,61.2000,-12.114,38.8000,82.7200,-8.700,17.2800,21.8000,224,0.8750,bilinear
skresnet18,+21,60.8500,-12.194,39.1500,82.8800,-8.298,17.1200,11.9600,224,0.8750,bicubic
tf_mobilenetv3_large_075,+17,60.3800,-13.062,39.6200,81.9600,-9.392,18.0400,3.9900,224,0.8750,bilinear
mobilenetv2_100,+20,60.1600,-12.818,39.8400,82.2400,-8.776,17.7600,3.5000,224,0.8750,bicubic
seresnet18,+24,59.8100,-11.948,40.1900,81.6800,-8.654,18.3200,11.7800,224,0.8750,bicubic
tf_mobilenetv3_large_minimal_100,+22,59.0700,-13.174,40.9300,81.1400,-9.496,18.8600,3.9200,224,0.8750,bilinear
hrnet_w18_small,+20,58.9700,-13.372,41.0300,81.3400,-9.332,18.6600,13.1900,224,0.8750,bilinear
gluon_resnet18_v1b,+22,58.3200,-12.510,41.6800,80.9600,-8.796,19.0400,11.6900,224,0.8750,bicubic
resnet18,+23,57.1800,-12.578,42.8200,80.1900,-8.888,19.8100,11.6900,224,0.8750,bilinear
dla60x_c,+25,56.0200,-11.888,43.9800,78.9600,-9.474,21.0400,1.3400,224,0.8750,bilinear
tf_mobilenetv3_small_100,+23,54.5100,-13.408,45.4900,77.0800,-10.582,22.9200,2.5400,224,0.8750,bilinear
dla46x_c,+24,53.0800,-12.900,46.9200,76.8400,-10.140,23.1600,1.0800,224,0.8750,bilinear
dla46_c,+25,52.2000,-12.678,47.8000,75.6800,-10.606,24.3200,1.3100,224,0.8750,bilinear
tf_mobilenetv3_small_075,+23,52.1500,-13.568,47.8500,75.4600,-10.676,24.5400,2.0400,224,0.8750,bilinear
tf_mobilenetv3_small_minimal_100,+24,49.5300,-13.368,50.4700,73.0500,-11.180,26.9500,2.0400,224,0.8750,bilinear