Update results csv files, bump version for timm pip release

Author: rwightman

results/results-all.csv

@@ -15,44 +15,46 @@ semnasnet_100,75.456,24.544,92.592,7.408,3.89,224,0.875,bicubic
 mobilenetv3_100,75.628,24.372,92.708,7.292,5.48,224,0.875,bicubic
 tf_mixnet_s,75.648,24.352,92.636,7.364,4.13,224,0.875,bicubic
 densenet169,75.912,24.088,93.024,6.976,14.15,224,0.875,bicubic
+mixnet_s,75.988,24.012,92.794,7.206,4.13,224,0.875,bicubic
 tv_resnet50,76.13,23.87,92.862,7.138,25.56,224,0.875,bilinear
 dpn68,76.306,23.694,92.97,7.03,12.61,224,0.875,bicubic
-tf_efficientnet_b0,76.528,23.472,93.01,6.99,5.29,224,0.875,bicubic
 resnet26d,76.68,23.32,93.166,6.834,16.01,224,0.875,bicubic
+tf_efficientnet_b0,76.84,23.16,93.226,6.774,5.29,224,0.875,bicubic
 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
 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
-inception_v3,77.432,22.568,93.478,6.522,27.16,299,0.875,bicubic
+inception_v3,77.434,22.566,93.478,6.522,27.16,299,0.875,bicubic
 dpn68b,77.514,22.486,93.822,6.178,12.61,224,0.875,bicubic
+adv_inception_v3,77.576,22.424,93.724,6.276,23.83,299,0.875,bicubic
 gluon_resnet50_v1b,77.578,22.422,93.718,6.282,25.56,224,0.875,bicubic
-adv_inception_v3,77.58,22.42,93.724,6.276,23.83,299,0.875,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,78.012,21.988,93.988,6.012,25.58,224,0.875,bicubic
+gluon_resnet50_v1c,78.01,21.99,93.988,6.012,25.58,224,0.875,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
 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
-tf_efficientnet_b1,78.554,21.446,94.098,5.902,7.79,240,0.882,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
 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
+tf_efficientnet_b1,78.832,21.168,94.196,5.804,7.79,240,0.882,bicubic
 wide_resnet101_2,78.846,21.154,94.284,5.716,126.89,224,0.875,bilinear
+mixnet_l,78.976,21.024,94.184,5.816,7.33,224,0.875,bicubic
 xception,79.048,20.952,94.392,5.608,22.86,299,0.8975,bicubic
 gluon_resnet50_v1d,79.074,20.926,94.476,5.524,25.58,224,0.875,bicubic
 seresnext50_32x4d,79.076,20.924,94.434,5.566,27.56,224,0.875,bilinear
 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
-tf_efficientnet_b2,79.606,20.394,94.712,5.288,9.11,260,0.89,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
@@ -62,6 +64,7 @@ gluon_seresnext50_32x4d,79.912,20.088,94.818,5.182,27.56,224,0.875,bicubic
 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
 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
@@ -71,17 +74,19 @@ gluon_resnet101_v1d,80.424,19.576,95.02,4.98,44.57,224,0.875,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
-tf_efficientnet_b3,80.874,19.126,95.302,4.698,12.23,300,0.904,bicubic
 gluon_seresnext101_64x4d,80.89,19.11,95.304,4.696,88.23,224,0.875,bicubic
 gluon_seresnext101_32x4d,80.902,19.098,95.294,4.706,48.96,224,0.875,bicubic
 gluon_resnet152_v1s,81.012,18.988,95.416,4.584,60.32,224,0.875,bicubic
 gluon_senet154,81.224,18.776,95.356,4.644,115.09,224,0.875,bicubic
 senet154,81.304,18.696,95.498,4.502,115.09,224,0.875,bilinear
+tf_efficientnet_b3,81.64,18.36,95.722,4.278,12.23,300,0.904,bicubic
 nasnetalarge,82.558,17.442,96.036,3.964,88.75,331,0.875,bicubic
-tf_efficientnet_b4,82.604,17.396,96.128,3.872,19.34,380,0.922,bicubic
 ig_resnext101_32x8d,82.688,17.312,96.632,3.368,88.79,224,0.875,bilinear
 pnasnet5large,82.74,17.26,96.04,3.96,86.06,331,0.875,bicubic
-tf_efficientnet_b5,83.176,16.824,96.536,3.464,30.39,456,0.934,bicubic
+tf_efficientnet_b4,83.016,16.984,96.298,3.702,19.34,380,0.922,bicubic
+tf_efficientnet_b5,83.686,16.314,96.712,3.288,30.39,456,0.934,bicubic
+tf_efficientnet_b6,84.112,15.888,96.884,3.116,43.04,528,0.942,bicubic
 ig_resnext101_32x16d,84.176,15.824,97.196,2.804,194.03,224,0.875,bilinear
+tf_efficientnet_b7,84.42,15.58,96.908,3.092,66.35,600,0.949,bicubic
 ig_resnext101_32x32d,85.092,14.908,97.436,2.564,468.53,224,0.875,bilinear
 ig_resnext101_32x48d,85.442,14.558,97.572,2.428,828.41,224,0.875,bilinear

results/results-inv2-matched-frequency.csv

@@ -13,13 +13,15 @@ densenet121,62.94,37.06,84.26,15.74,7.98,224,0.875,bicubic
 semnasnet_100,63.12,36.88,84.53,15.47,3.89,224,0.875,bicubic
 mobilenetv3_100,63.23,36.77,84.52,15.48,5.48,224,0.875,bicubic
 tv_resnet50,63.33,36.67,84.65,15.35,25.56,224,0.875,bilinear
+mixnet_s,63.38,36.62,84.71,15.29,4.13,224,0.875,bicubic
 resnet26,63.45,36.55,84.27,15.73,16,224,0.875,bicubic
-tf_efficientnet_b0,63.53,36.47,84.88,15.12,5.29,224,0.875,bicubic
 tf_mixnet_s,63.59,36.41,84.27,15.73,4.13,224,0.875,bicubic
 dpn68,64.22,35.78,85.18,14.82,12.61,224,0.875,bicubic
 tf_mixnet_m,64.27,35.73,85.09,14.91,5.01,224,0.875,bicubic
+tf_efficientnet_b0,64.29,35.71,85.25,14.75,5.29,224,0.875,bicubic
 efficientnet_b0,64.58,35.42,85.89,14.11,5.29,224,0.875,bicubic
 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
 densenet201,65.28,34.72,85.67,14.33,20.01,224,0.875,bicubic
@@ -31,18 +33,18 @@ inception_v3,66.12,33.88,86.34,13.66,27.16,299,0.875,bicubic
 tv_resnext50_32x4d,66.18,33.82,86.04,13.96,25.03,224,0.875,bilinear
 seresnet50,66.24,33.76,86.33,13.67,28.09,224,0.875,bilinear
 tf_inception_v3,66.41,33.59,86.68,13.32,23.83,299,0.875,bicubic
-tf_efficientnet_b1,66.52,33.48,86.68,13.32,7.79,240,0.882,bicubic
 gluon_resnet50_v1c,66.54,33.46,86.16,13.84,25.58,224,0.875,bicubic
 adv_inception_v3,66.6,33.4,86.56,13.44,23.83,299,0.875,bicubic
 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
 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
 resnet152,67.02,32.98,87.57,12.43,60.19,224,0.875,bilinear
 gluon_resnet50_v1s,67.1,32.9,86.86,13.14,25.68,224,0.875,bicubic
 seresnet101,67.15,32.85,87.05,12.95,49.33,224,0.875,bilinear
-tf_efficientnet_b2,67.4,32.6,87.58,12.42,9.11,260,0.89,bicubic
 gluon_resnet101_v1b,67.45,32.55,87.23,12.77,44.55,224,0.875,bicubic
 efficientnet_b1,67.55,32.45,87.29,12.71,7.79,240,0.882,bicubic
 seresnet152,67.55,32.45,87.39,12.61,66.82,224,0.875,bilinear
@@ -55,12 +57,12 @@ 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
 gluon_resnext50_32x4d,68.28,31.72,87.32,12.68,25.03,224,0.875,bicubic
-tf_efficientnet_b3,68.52,31.48,88.7,11.3,12.23,300,0.904,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
 dpn107,68.71,31.29,88.13,11.87,86.92,224,0.875,bicubic
 gluon_resnet101_v1s,68.72,31.28,87.9,12.1,44.67,224,0.875,bicubic
 resnext50d_32x4d,68.75,31.25,88.31,11.69,25.05,224,0.875,bicubic
+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
@@ -77,11 +79,14 @@ gluon_resnet152_v1s,70.32,29.68,88.87,11.13,60.32,224,0.875,bicubic
 gluon_seresnext101_64x4d,70.44,29.56,89.35,10.65,88.23,224,0.875,bicubic
 senet154,70.48,29.52,88.99,11.01,115.09,224,0.875,bilinear
 gluon_senet154,70.6,29.4,88.92,11.08,115.09,224,0.875,bicubic
-tf_efficientnet_b4,71.34,28.66,90.11,9.89,19.34,380,0.922,bicubic
+tf_efficientnet_b3,70.62,29.38,89.44,10.56,12.23,300,0.904,bicubic
+tf_efficientnet_b4,72.28,27.72,90.6,9.4,19.34,380,0.922,bicubic
 nasnetalarge,72.31,27.69,90.51,9.49,88.75,331,0.875,bicubic
 pnasnet5large,72.37,27.63,90.26,9.74,86.06,331,0.875,bicubic
-tf_efficientnet_b5,72.56,27.44,91.1,8.9,30.39,456,0.934,bicubic
+tf_efficientnet_b5,73.37,26.63,91.21,8.79,30.39,456,0.934,bicubic
 ig_resnext101_32x8d,73.66,26.34,92.15,7.85,88.79,224,0.875,bilinear
+tf_efficientnet_b6,73.9,26.1,91.75,8.25,43.04,528,0.942,bicubic
+tf_efficientnet_b7,74.04,25.96,91.86,8.14,66.35,600,0.949,bicubic
 ig_resnext101_32x16d,75.71,24.29,92.9,7.1,194.03,224,0.875,bilinear
 ig_resnext101_32x32d,76.84,23.16,93.19,6.81,468.53,224,0.875,bilinear
 ig_resnext101_32x48d,76.87,23.13,93.32,6.68,828.41,224,0.875,bilinear

timm/version.py

@@ -1 +1 @@
-__version__ = '0.1.10'
+__version__ = '0.1.12'