| alexnet |
56.630 |
79.054 |
0.488 |
| vgg11 |
68.872 |
88.658 |
0.521 |
| vgg11_bn |
70.408 |
89.724 |
0.513 |
| vgg13 |
69.984 |
89.306 |
0.555 |
| vgg13_bn |
71.618 |
90.360 |
0.625 |
| vgg16 |
71.628 |
90.368 |
0.642 |
| vgg16_bn |
73.476 |
91.536 |
0.716 |
| vgg19 |
72.360 |
90.850 |
0.736 |
| vgg19_bn |
74.216 |
91.848 |
0.815 |
| googlenet |
69.744 |
89.544 |
0.504 |
| inception_v3(299 x 299) |
77.248 |
93.520 |
0.670 |
| resnet18 |
69.644 |
88.982 |
0.492 |
| resnet34 |
73.266 |
91.430 |
0.503 |
| resnet50 |
76.012 |
92.934 |
0.523 |
| resnet101 |
77.314 |
93.556 |
0.638 |
| resnet152 |
78.250 |
93.982 |
0.895 |
| resnext50_32x4d |
77.628 |
93.680 |
0.554 |
| resnext101_32x8d |
79.210 |
94.556 |
1.414 |
| wide_resnet50_2 |
78.464 |
94.064 |
0.678 |
| wide_resnet101_2 |
78.910 |
94.344 |
1.116 |
| densenet121 |
74.472 |
91.974 |
0.520 |
| densenet161 |
77.146 |
93.602 |
0.984 |
| densenet169 |
75.628 |
92.810 |
0.537 |
| densenet201 |
76.932 |
93.390 |
0.687 |
| squeezenet1_0 |
58.000 |
80.488 |
0.496 |
| squeezenet1_1 |
58.184 |
80.514 |
0.493 |
| shufflenet_v2_x0_5 |
60.646 |
81.696 |
0.488 |
| shufflenet_v2_x1_0 |
69.402 |
88.374 |
0.490 |
| mobilenet_v2 |
71.850 |
90.334 |
0.502 |
| mobilenetv3_small |
67.430 |
87.278 |
0.493 |
| mnasnet0_5 |
67.830 |
87.456 |
0.490 |
| mnasnet1_0 |
73.402 |
91.454 |
0.500 |
| efficientnet_b0 |
76.090 |
93.006 |
0.499 |
| efficientnet_b1(240 x 240) |
78.166 |
93.994 |
0.563 |
| efficientnet_b2(260 x 260) |
79.298 |
94.510 |
0.727 |
| efficientnet_b3(300 x 300) |
81.126 |
95.518 |
- |
| hrnet_w18 |
76.832 |
93.404 |
0.617 |
| hrnet_w18_small_v1 |
72.276 |
90.586 |
0.499 |
| hrnet_w18_small_v2 |
75.164 |
92.430 |
0.506 |
| hrnet_w30 |
78.134 |
94.192 |
0.798 |
| ghostnet_1x |
73.938 |
91.470 |
0.495 |
| res2net_dla60 |
78.522 |
94.252 |
0.556 |
| res2next_dla60 |
78.322 |
94.190 |
0.582 |
| res2net50_v1b_26w_4s |
80.208 |
95.044 |
0.569 |
| res2net101_v1b_26w_4s |
81.196 |
95.392 |
0.890 |
| res2net50_26w_4s |
77.966 |
93.830 |
0.542 |
| res2net101_26w_4s |
79.120 |
94.432 |
0.851 |
| res2net50_26w_6s |
78.604 |
94.164 |
0.746 |
| res2net50_26w_8s |
79.130 |
94.404 |
0.934 |
| res2net50_48w_2s |
77.518 |
93.582 |
0.539 |
| res2net50_14w_8s |
78.118 |
93.836 |
0.602 |
| res2next50 |
78.080 |
93.952 |
0.590 |
| regnet_200M |
67.590 |
88.028 |
0.497 |
| regnet_400M |
71.946 |
90.632 |
0.493 |
| regnet_600M |
73.554 |
91.570 |
0.501 |
| regnet_800M |
74.880 |
92.294 |
0.503 |
| regnet_1600M |
76.996 |
93.452 |
0.510 |
| regnet_3200M |
78.358 |
94.162 |
0.523 |
| regnet_6400M |
79.202 |
94.764 |
0.659 |
| resnest50 |
80.970 |
95.350 |
1.074 |
| resnest50_fast_1s1x64d |
80.150 |
95.112 |
0.513 |
| resnest50_fast_2s1x64d |
80.472 |
95.262 |
0.554 |
| resnest50_fast_1s2x40d |
80.400 |
95.310 |
0.558 |
| resnest50_fast_2s2x40d |
80.626 |
95.412 |
0.561 |
| resnest50_fast_1s4x24d |
80.870 |
95.364 |
0.550 |