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Results on the ImageNet dataset

DiCENet models

s Image Size FLOPs (in million) Top-1 Top-5 Link
0.2 224x224 14.90 46.19 70.64 here
0.5 224x224 24.71 54.04 77.42 here
0.75 224x224 46.83 62.80 84.24 here
1.0 224x224 70.71 66.45 86.64 here
1.25 224x224 98.11 67.77 87.64 here
1.5 224x224 135.48 69.51 88.76 here
1.75 224x224 182.24 70.26 89.33 here
2.0 224x224 236.29 70.99 89.80 here

ESPNetv2 models

s Image Size FLOPs (in million) Top-1 Top-5 Link
0.5 224x224 28.38 57.68 79.85 here
1.0 224x224 85.72 66.09 86.54 here
1.25 224x224 123.40 67.95 87.82 here
1.5 224x224 168.6 69.17 88.71 here
2.0 224x224 284.81 72.06 90.39 here

ShuffleNetv2 models

s Image Size FLOPs (in million) Top-1 Top-5 Link
0.5 224x224 40.48 59.69 81.73 here