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Update csv results files

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pull/31/head
Ross Wightman 5 years ago
parent dc0630fd94
commit 32a0ca03c8
2 changed files with 11 additions and 1 deletions
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7
results/results-all.csv
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@ -24,6 +24,7 @@ efficientnet_b0,76.914,23.086,93.206,6.794,5.29,224,0.875,bicubic
tf_mixnet_m,76.95,23.05,93.156,6.844,5.01,224,0.875,bicubic
seresnext26_32x4d,77.1,22.9,93.31,6.69,16.79,224,0.875,bicubic
mixnet_m,77.256,22.744,93.418,6.582,5.01,224,0.875,bicubic
tf_efficientnet_es,77.264,22.736,93.6,6.4,5.44,224,0.875,bicubic
densenet201,77.29,22.71,93.478,6.522,20.01,224,0.875,bicubic
densenet161,77.348,22.652,93.648,6.352,28.68,224,0.875,bicubic
resnet101,77.374,22.626,93.546,6.454,44.55,224,0.875,bilinear
@ -34,7 +35,7 @@ gluon_resnet50_v1b,77.578,22.422,93.718,6.282,25.56,224,0.875,bicubic
tv_resnext50_32x4d,77.618,22.382,93.698,6.302,25.03,224,0.875,bilinear
seresnet50,77.636,22.364,93.752,6.248,28.09,224,0.875,bilinear
tf_inception_v3,77.856,22.144,93.644,6.356,23.83,299,0.875,bicubic
gluon_resnet50_v1c,78.01,21.99,93.988,6.012,25.58,224,0.875,bicubic
gluon_resnet50_v1c,78.012,21.988,93.988,6.012,25.58,224,0.875,bicubic
resnet152,78.312,21.688,94.046,5.954,60.19,224,0.875,bilinear
seresnet101,78.396,21.604,94.258,5.742,49.33,224,0.875,bilinear
wide_resnet50_2,78.468,21.532,94.086,5.914,68.88,224,0.875,bilinear
@ -42,6 +43,7 @@ resnet50,78.47,21.53,94.266,5.734,25.56,224,0.875,bicubic
resnext50_32x4d,78.51,21.49,94.054,5.946,25.03,224,0.875,bicubic
seresnet152,78.658,21.342,94.374,5.626,66.82,224,0.875,bilinear
efficientnet_b1,78.692,21.308,94.086,5.914,7.79,240,0.882,bicubic
tf_efficientnet_em,78.698,21.302,94.32,5.68,6.9,240,0.882,bicubic
gluon_resnet50_v1s,78.712,21.288,94.242,5.758,25.68,224,0.875,bicubic
tf_mixnet_l,78.77,21.23,94.004,5.996,7.33,224,0.875,bicubic
gluon_inception_v3,78.804,21.196,94.38,5.62,23.83,299,0.875,bicubic
@ -55,6 +57,7 @@ gluon_resnet101_v1b,79.304,20.696,94.524,5.476,44.55,224,0.875,bicubic
resnext101_32x8d,79.312,20.688,94.526,5.474,88.79,224,0.875,bilinear
gluon_resnext50_32x4d,79.356,20.644,94.424,5.576,25.03,224,0.875,bicubic
gluon_resnet101_v1c,79.544,20.456,94.586,5.414,44.57,224,0.875,bicubic
gluon_xception65,79.604,20.396,94.748,5.252,39.92,299,0.875,bicubic
dpn98,79.636,20.364,94.594,5.406,61.57,224,0.875,bicubic
resnext50d_32x4d,79.674,20.326,94.868,5.132,25.05,224,0.875,bicubic
gluon_resnet152_v1b,79.692,20.308,94.738,5.262,60.19,224,0.875,bicubic
@ -65,12 +68,14 @@ gluon_resnet152_v1c,79.916,20.084,94.842,5.158,60.21,224,0.875,bicubic
ens_adv_inception_resnet_v2,79.976,20.024,94.946,5.054,55.84,299,0.8975,bicubic
dpn92,80.016,19.984,94.838,5.162,37.67,224,0.875,bicubic
tf_efficientnet_b2,80.09,19.91,94.906,5.094,9.11,260,0.89,bicubic
mixnet_xl,80.12,19.88,95.022,4.978,11.9,224,0.875,bicubic
inception_v4,80.156,19.844,94.974,5.026,42.68,299,0.875,bicubic
dpn107,80.164,19.836,94.912,5.088,86.92,224,0.875,bicubic
seresnext101_32x4d,80.236,19.764,95.028,4.972,48.96,224,0.875,bilinear
gluon_resnet101_v1s,80.3,19.7,95.15,4.85,44.67,224,0.875,bicubic
gluon_resnext101_32x4d,80.334,19.666,94.926,5.074,44.18,224,0.875,bicubic
gluon_resnet101_v1d,80.424,19.576,95.02,4.98,44.57,224,0.875,bicubic
tf_efficientnet_el,80.448,19.552,95.16,4.84,10.59,300,0.904,bicubic
inception_resnet_v2,80.46,19.54,95.31,4.69,55.84,299,0.8975,bicubic
gluon_resnet152_v1d,80.47,19.53,95.206,4.794,60.21,224,0.875,bicubic
gluon_resnext101_64x4d,80.602,19.398,94.994,5.006,83.46,224,0.875,bicubic

1 model top1 top1_err top5 top5_err param_count img_size cropt_pct interpolation
24 tf_mixnet_m 76.95 23.05 93.156 6.844 5.01 224 0.875 bicubic
25 seresnext26_32x4d 77.1 22.9 93.31 6.69 16.79 224 0.875 bicubic
26 mixnet_m 77.256 22.744 93.418 6.582 5.01 224 0.875 bicubic
27 tf_efficientnet_es 77.264 22.736 93.6 6.4 5.44 224 0.875 bicubic
28 densenet201 77.29 22.71 93.478 6.522 20.01 224 0.875 bicubic
29 densenet161 77.348 22.652 93.648 6.352 28.68 224 0.875 bicubic
30 resnet101 77.374 22.626 93.546 6.454 44.55 224 0.875 bilinear
35 tv_resnext50_32x4d 77.618 22.382 93.698 6.302 25.03 224 0.875 bilinear
36 seresnet50 77.636 22.364 93.752 6.248 28.09 224 0.875 bilinear
37 tf_inception_v3 77.856 22.144 93.644 6.356 23.83 299 0.875 bicubic
38 gluon_resnet50_v1c 78.01 78.012 21.99 21.988 93.988 6.012 25.58 224 0.875 bicubic
39 resnet152 78.312 21.688 94.046 5.954 60.19 224 0.875 bilinear
40 seresnet101 78.396 21.604 94.258 5.742 49.33 224 0.875 bilinear
41 wide_resnet50_2 78.468 21.532 94.086 5.914 68.88 224 0.875 bilinear
43 resnext50_32x4d 78.51 21.49 94.054 5.946 25.03 224 0.875 bicubic
44 seresnet152 78.658 21.342 94.374 5.626 66.82 224 0.875 bilinear
45 efficientnet_b1 78.692 21.308 94.086 5.914 7.79 240 0.882 bicubic
46 tf_efficientnet_em 78.698 21.302 94.32 5.68 6.9 240 0.882 bicubic
47 gluon_resnet50_v1s 78.712 21.288 94.242 5.758 25.68 224 0.875 bicubic
48 tf_mixnet_l 78.77 21.23 94.004 5.996 7.33 224 0.875 bicubic
49 gluon_inception_v3 78.804 21.196 94.38 5.62 23.83 299 0.875 bicubic
57 resnext101_32x8d 79.312 20.688 94.526 5.474 88.79 224 0.875 bilinear
58 gluon_resnext50_32x4d 79.356 20.644 94.424 5.576 25.03 224 0.875 bicubic
59 gluon_resnet101_v1c 79.544 20.456 94.586 5.414 44.57 224 0.875 bicubic
60 gluon_xception65 79.604 20.396 94.748 5.252 39.92 299 0.875 bicubic
61 dpn98 79.636 20.364 94.594 5.406 61.57 224 0.875 bicubic
62 resnext50d_32x4d 79.674 20.326 94.868 5.132 25.05 224 0.875 bicubic
63 gluon_resnet152_v1b 79.692 20.308 94.738 5.262 60.19 224 0.875 bicubic
68 ens_adv_inception_resnet_v2 79.976 20.024 94.946 5.054 55.84 299 0.8975 bicubic
69 dpn92 80.016 19.984 94.838 5.162 37.67 224 0.875 bicubic
70 tf_efficientnet_b2 80.09 19.91 94.906 5.094 9.11 260 0.89 bicubic
71 mixnet_xl 80.12 19.88 95.022 4.978 11.9 224 0.875 bicubic
72 inception_v4 80.156 19.844 94.974 5.026 42.68 299 0.875 bicubic
73 dpn107 80.164 19.836 94.912 5.088 86.92 224 0.875 bicubic
74 seresnext101_32x4d 80.236 19.764 95.028 4.972 48.96 224 0.875 bilinear
75 gluon_resnet101_v1s 80.3 19.7 95.15 4.85 44.67 224 0.875 bicubic
76 gluon_resnext101_32x4d 80.334 19.666 94.926 5.074 44.18 224 0.875 bicubic
77 gluon_resnet101_v1d 80.424 19.576 95.02 4.98 44.57 224 0.875 bicubic
78 tf_efficientnet_el 80.448 19.552 95.16 4.84 10.59 300 0.904 bicubic
79 inception_resnet_v2 80.46 19.54 95.31 4.69 55.84 299 0.8975 bicubic
80 gluon_resnet152_v1d 80.47 19.53 95.206 4.794 60.21 224 0.875 bicubic
81 gluon_resnext101_64x4d 80.602 19.398 94.994 5.006 83.46 224 0.875 bicubic

5
results/results-inv2-matched-frequency.csv
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@ -24,6 +24,7 @@ resnet26d,64.63,35.37,85.12,14.88,16.01,224,0.875,bicubic
mixnet_m,64.69,35.31,85.47,14.53,5.01,224,0.875,bicubic
densenet169,64.78,35.22,85.25,14.75,14.15,224,0.875,bicubic
seresnext26_32x4d,65.04,34.96,85.65,14.35,16.79,224,0.875,bicubic
tf_efficientnet_es,65.24,34.76,85.54,14.46,5.44,224,0.875,bicubic
densenet201,65.28,34.72,85.67,14.33,20.01,224,0.875,bicubic
dpn68b,65.6,34.4,85.94,14.06,12.61,224,0.875,bicubic
resnet101,65.68,34.32,85.98,14.02,44.55,224,0.875,bilinear
@ -39,6 +40,7 @@ wide_resnet50_2,66.65,33.35,86.81,13.19,68.88,224,0.875,bilinear
wide_resnet101_2,66.68,33.32,87.04,12.96,126.89,224,0.875,bilinear
tf_mixnet_l,66.78,33.22,86.46,13.54,7.33,224,0.875,bicubic
resnet50,66.81,33.19,87,13,25.56,224,0.875,bicubic
tf_efficientnet_em,66.87,33.13,86.98,13.02,6.9,240,0.882,bicubic
resnext50_32x4d,66.88,33.12,86.36,13.64,25.03,224,0.875,bicubic
tf_efficientnet_b1,66.89,33.11,87.04,12.96,7.79,240,0.882,bicubic
mixnet_l,66.97,33.03,86.94,13.06,7.33,224,0.875,bicubic
@ -56,6 +58,7 @@ resnext101_32x8d,67.85,32.15,87.48,12.52,88.79,224,0.875,bilinear
seresnext50_32x4d,67.87,32.13,87.62,12.38,27.56,224,0.875,bilinear
gluon_resnet50_v1d,67.91,32.09,87.12,12.88,25.58,224,0.875,bicubic
dpn92,68.01,31.99,87.59,12.41,37.67,224,0.875,bicubic
tf_efficientnet_el,68.18,31.82,88.35,11.65,10.59,300,0.904,bicubic
gluon_resnext50_32x4d,68.28,31.72,87.32,12.68,25.03,224,0.875,bicubic
dpn98,68.58,31.42,87.66,12.34,61.57,224,0.875,bicubic
gluon_seresnext50_32x4d,68.67,31.33,88.32,11.68,27.56,224,0.875,bicubic
@ -66,7 +69,9 @@ tf_efficientnet_b2,68.75,31.25,87.95,12.05,9.11,260,0.89,bicubic
dpn131,68.76,31.24,87.48,12.52,79.25,224,0.875,bicubic
gluon_resnet152_v1b,68.81,31.19,87.71,12.29,60.19,224,0.875,bicubic
gluon_resnext101_32x4d,68.96,31.04,88.34,11.66,44.18,224,0.875,bicubic
gluon_xception65,68.98,31.02,88.32,11.68,39.92,299,0.875,bicubic
gluon_resnet101_v1d,68.99,31.01,88.08,11.92,44.57,224,0.875,bicubic
mixnet_xl,69,31,88.19,11.81,11.9,224,0.875,bicubic
gluon_resnet152_v1c,69.13,30.87,87.89,12.11,60.21,224,0.875,bicubic
seresnext101_32x4d,69.34,30.66,88.05,11.95,48.96,224,0.875,bilinear
inception_v4,69.35,30.65,88.78,11.22,42.68,299,0.875,bicubic

1 model top1 top1_err top5 top5_err param_count img_size cropt_pct interpolation
24 mixnet_m 64.69 35.31 85.47 14.53 5.01 224 0.875 bicubic
25 densenet169 64.78 35.22 85.25 14.75 14.15 224 0.875 bicubic
26 seresnext26_32x4d 65.04 34.96 85.65 14.35 16.79 224 0.875 bicubic
27 tf_efficientnet_es 65.24 34.76 85.54 14.46 5.44 224 0.875 bicubic
28 densenet201 65.28 34.72 85.67 14.33 20.01 224 0.875 bicubic
29 dpn68b 65.6 34.4 85.94 14.06 12.61 224 0.875 bicubic
30 resnet101 65.68 34.32 85.98 14.02 44.55 224 0.875 bilinear
40 wide_resnet101_2 66.68 33.32 87.04 12.96 126.89 224 0.875 bilinear
41 tf_mixnet_l 66.78 33.22 86.46 13.54 7.33 224 0.875 bicubic
42 resnet50 66.81 33.19 87 13 25.56 224 0.875 bicubic
43 tf_efficientnet_em 66.87 33.13 86.98 13.02 6.9 240 0.882 bicubic
44 resnext50_32x4d 66.88 33.12 86.36 13.64 25.03 224 0.875 bicubic
45 tf_efficientnet_b1 66.89 33.11 87.04 12.96 7.79 240 0.882 bicubic
46 mixnet_l 66.97 33.03 86.94 13.06 7.33 224 0.875 bicubic
58 seresnext50_32x4d 67.87 32.13 87.62 12.38 27.56 224 0.875 bilinear
59 gluon_resnet50_v1d 67.91 32.09 87.12 12.88 25.58 224 0.875 bicubic
60 dpn92 68.01 31.99 87.59 12.41 37.67 224 0.875 bicubic
61 tf_efficientnet_el 68.18 31.82 88.35 11.65 10.59 300 0.904 bicubic
62 gluon_resnext50_32x4d 68.28 31.72 87.32 12.68 25.03 224 0.875 bicubic
63 dpn98 68.58 31.42 87.66 12.34 61.57 224 0.875 bicubic
64 gluon_seresnext50_32x4d 68.67 31.33 88.32 11.68 27.56 224 0.875 bicubic
69 dpn131 68.76 31.24 87.48 12.52 79.25 224 0.875 bicubic
70 gluon_resnet152_v1b 68.81 31.19 87.71 12.29 60.19 224 0.875 bicubic
71 gluon_resnext101_32x4d 68.96 31.04 88.34 11.66 44.18 224 0.875 bicubic
72 gluon_xception65 68.98 31.02 88.32 11.68 39.92 299 0.875 bicubic
73 gluon_resnet101_v1d 68.99 31.01 88.08 11.92 44.57 224 0.875 bicubic
74 mixnet_xl 69 31 88.19 11.81 11.9 224 0.875 bicubic
75 gluon_resnet152_v1c 69.13 30.87 87.89 12.11 60.21 224 0.875 bicubic
76 seresnext101_32x4d 69.34 30.66 88.05 11.95 48.96 224 0.875 bilinear
77 inception_v4 69.35 30.65 88.78 11.22 42.68 299 0.875 bicubic
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