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pytorch-image-models/results/results-all.csv

5.9 KiB

1modeltop1top1_errtop5top5_errparam_countimg_sizecropt_pctinterpolation
2resnet1869.75830.24289.07810.92211.692240.875bilinear
3gluon_resnet18_v1b70.8329.1789.75610.24411.692240.875bicubic
4seresnet1871.75828.24290.3349.66611.782240.875bicubic
5tv_resnet3473.31426.68691.428.5821.82240.875bilinear
6spnasnet_10074.0825.9291.8328.1684.422240.875bilinear
7gluon_resnet34_v1b74.5825.4291.9888.01221.82240.875bicubic
8mnasnet_10074.65625.34492.1267.8744.382240.875bicubic
9densenet12174.75225.24892.1527.8487.982240.875bicubic
10seresnet3474.80825.19292.1267.87421.962240.875bilinear
11resnet3475.11224.88892.2887.71221.82240.875bilinear
12fbnetc_10075.1224.8892.3867.6145.572240.875bilinear
13resnet2675.29224.70892.577.43162240.875bicubic
14semnasnet_10075.45624.54492.5927.4083.892240.875bicubic
15mobilenetv3_10075.62824.37292.7087.2925.482240.875bicubic
16tf_mixnet_s75.64824.35292.6367.3644.132240.875bicubic
17densenet16975.91224.08893.0246.97614.152240.875bicubic
18mixnet_s75.98824.01292.7947.2064.132240.875bicubic
19tv_resnet5076.1323.8792.8627.13825.562240.875bilinear
20dpn6876.30623.69492.977.0312.612240.875bicubic
21resnet26d76.6823.3293.1666.83416.012240.875bicubic
22tf_efficientnet_b076.8423.1693.2266.7745.292240.875bicubic
23efficientnet_b076.91423.08693.2066.7945.292240.875bicubic
24tf_mixnet_m76.9523.0593.1566.8445.012240.875bicubic
25seresnext26_32x4d77.122.993.316.6916.792240.875bicubic
26mixnet_m77.25622.74493.4186.5825.012240.875bicubic
27densenet20177.2922.7193.4786.52220.012240.875bicubic
28densenet16177.34822.65293.6486.35228.682240.875bicubic
29resnet10177.37422.62693.5466.45444.552240.875bilinear
30inception_v377.43422.56693.4786.52227.162990.875bicubic
31dpn68b77.51422.48693.8226.17812.612240.875bicubic
32adv_inception_v377.57622.42493.7246.27623.832990.875bicubic
33gluon_resnet50_v1b77.57822.42293.7186.28225.562240.875bicubic
34tv_resnext50_32x4d77.61822.38293.6986.30225.032240.875bilinear
35seresnet5077.63622.36493.7526.24828.092240.875bilinear
36tf_inception_v377.85622.14493.6446.35623.832990.875bicubic
37gluon_resnet50_v1c78.0121.9993.9886.01225.582240.875bicubic
38resnet15278.31221.68894.0465.95460.192240.875bilinear
39seresnet10178.39621.60494.2585.74249.332240.875bilinear
40wide_resnet50_278.46821.53294.0865.91468.882240.875bilinear
41resnet5078.4721.5394.2665.73425.562240.875bicubic
42resnext50_32x4d78.5121.4994.0545.94625.032240.875bicubic
43seresnet15278.65821.34294.3745.62666.822240.875bilinear
44efficientnet_b178.69221.30894.0865.9147.792400.882bicubic
45gluon_resnet50_v1s78.71221.28894.2425.75825.682240.875bicubic
46tf_mixnet_l78.7721.2394.0045.9967.332240.875bicubic
47gluon_inception_v378.80421.19694.385.6223.832990.875bicubic
48tf_efficientnet_b178.83221.16894.1965.8047.792400.882bicubic
49wide_resnet101_278.84621.15494.2845.716126.892240.875bilinear
50mixnet_l78.97621.02494.1845.8167.332240.875bicubic
51xception79.04820.95294.3925.60822.862990.8975bicubic
52gluon_resnet50_v1d79.07420.92694.4765.52425.582240.875bicubic
53seresnext50_32x4d79.07620.92494.4345.56627.562240.875bilinear
54gluon_resnet101_v1b79.30420.69694.5245.47644.552240.875bicubic
55resnext101_32x8d79.31220.68894.5265.47488.792240.875bilinear
56gluon_resnext50_32x4d79.35620.64494.4245.57625.032240.875bicubic
57gluon_resnet101_v1c79.54420.45694.5865.41444.572240.875bicubic
58dpn9879.63620.36494.5945.40661.572240.875bicubic
59resnext50d_32x4d79.67420.32694.8685.13225.052240.875bicubic
60gluon_resnet152_v1b79.69220.30894.7385.26260.192240.875bicubic
61efficientnet_b279.75220.24894.715.299.112600.89bicubic
62dpn13179.82820.17294.7045.29679.252240.875bicubic
63gluon_seresnext50_32x4d79.91220.08894.8185.18227.562240.875bicubic
64gluon_resnet152_v1c79.91620.08494.8425.15860.212240.875bicubic
65ens_adv_inception_resnet_v279.97620.02494.9465.05455.842990.8975bicubic
66dpn9280.01619.98494.8385.16237.672240.875bicubic
67tf_efficientnet_b280.0919.9194.9065.0949.112600.89bicubic
68inception_v480.15619.84494.9745.02642.682990.875bicubic
69dpn10780.16419.83694.9125.08886.922240.875bicubic
70seresnext101_32x4d80.23619.76495.0284.97248.962240.875bilinear
71gluon_resnet101_v1s80.319.795.154.8544.672240.875bicubic
72gluon_resnext101_32x4d80.33419.66694.9265.07444.182240.875bicubic
73gluon_resnet101_v1d80.42419.57695.024.9844.572240.875bicubic
74inception_resnet_v280.4619.5495.314.6955.842990.8975bicubic
75gluon_resnet152_v1d80.4719.5395.2064.79460.212240.875bicubic
76gluon_resnext101_64x4d80.60219.39894.9945.00683.462240.875bicubic
77gluon_seresnext101_64x4d80.8919.1195.3044.69688.232240.875bicubic
78gluon_seresnext101_32x4d80.90219.09895.2944.70648.962240.875bicubic
79gluon_resnet152_v1s81.01218.98895.4164.58460.322240.875bicubic
80gluon_senet15481.22418.77695.3564.644115.092240.875bicubic
81senet15481.30418.69695.4984.502115.092240.875bilinear
82tf_efficientnet_b381.6418.3695.7224.27812.233000.904bicubic
83nasnetalarge82.55817.44296.0363.96488.753310.875bicubic
84ig_resnext101_32x8d82.68817.31296.6323.36888.792240.875bilinear
85pnasnet5large82.7417.2696.043.9686.063310.875bicubic
86tf_efficientnet_b483.01616.98496.2983.70219.343800.922bicubic
87tf_efficientnet_b583.68616.31496.7123.28830.394560.934bicubic
88tf_efficientnet_b684.11215.88896.8843.11643.045280.942bicubic
89ig_resnext101_32x16d84.17615.82497.1962.804194.032240.875bilinear
90tf_efficientnet_b784.4215.5896.9083.09266.356000.949bicubic
91ig_resnext101_32x32d85.09214.90897.4362.564468.532240.875bilinear
92ig_resnext101_32x48d85.44214.55897.5722.428828.412240.875bilinear