Making Convolutional Networks Shift-Invariant Again

Benchmark Model Rank Results
domain-generalization-on-vizwiz-classificationResNet-101 (lpf3)#26Accuracy - All Images: 41.7Accuracy - Corrupted Images: 35.7…
domain-generalization-on-vizwiz-classificationResNet-50 (lpf5)#29Accuracy - All Images: 41.5Accuracy - Corrupted Images: 35.2…
domain-generalization-on-vizwiz-classificationResNet-101 (lpf2)#31Accuracy - All Images: 41.1Accuracy - Corrupted Images: 35.1…
domain-generalization-on-vizwiz-classificationResNet-101 (lpf5)#32Accuracy - All Images: 41Accuracy - Corrupted Images: 34.8…
domain-generalization-on-vizwiz-classificationResNet-50 (lpf2)#35Accuracy - All Images: 40.3Accuracy - Corrupted Images: 33.4…
domain-generalization-on-vizwiz-classificationResNet-50 (lpf3)#37Accuracy - All Images: 40Accuracy - Corrupted Images: 34.3…
domain-generalization-on-vizwiz-classificationDenseNet121 (lpf5)#43Accuracy - All Images: 38.7Accuracy - Corrupted Images: 32…
domain-generalization-on-vizwiz-classificationResNet-34 (lpf2)#44Accuracy - All Images: 38.3Accuracy - Corrupted Images: 32.4…
domain-generalization-on-vizwiz-classificationDenseNet-121 (lpf3)#45Accuracy - All Images: 38.3Accuracy - Corrupted Images: 32.3…
domain-generalization-on-vizwiz-classificationResNet-34 (lpf3)#46Accuracy - All Images: 38.3Accuracy - Corrupted Images: 31.9…
domain-generalization-on-vizwiz-classificationDenseNet-121 (lpf2)#47Accuracy - All Images: 38.3Accuracy - Corrupted Images: 31.7…
domain-generalization-on-vizwiz-classificationVGG-16 BN (lpf2)#53Accuracy - All Images: 37.2Accuracy - Corrupted Images: 31.3…
domain-generalization-on-vizwiz-classificationResNet-34 (lpf5)#54Accuracy - All Images: 37.2Accuracy - Corrupted Images: 29.9…
domain-generalization-on-vizwiz-classificationVGG-16 BN (lpf5)#55Accuracy - All Images: 37Accuracy - Corrupted Images: 30.8…
domain-generalization-on-vizwiz-classificationVGG-16 BN (lpf3)#56Accuracy - All Images: 36.9Accuracy - Corrupted Images: 30.6…
domain-generalization-on-vizwiz-classificationMobileNetV2 (lpf3)#64Accuracy - All Images: 36Accuracy - Corrupted Images: 30.4…
domain-generalization-on-vizwiz-classificationMobileNetV2 (lpf5)#66Accuracy - All Images: 35.8Accuracy - Corrupted Images: 29.1…
domain-generalization-on-vizwiz-classificationResNet-18 (lpf3)#68Accuracy - All Images: 35.6Accuracy - Corrupted Images: 28.5…
domain-generalization-on-vizwiz-classificationMobileNetV2 (lpf2)#69Accuracy - All Images: 35.5Accuracy - Corrupted Images: 30.3…
domain-generalization-on-vizwiz-classificationResNet-18 (lpf2)#70Accuracy - All Images: 35.5Accuracy - Corrupted Images: 28.7…
domain-generalization-on-vizwiz-classificationVGG-16 (lpf3)#71Accuracy - All Images: 35.1Accuracy - Corrupted Images: 28.2…
domain-generalization-on-vizwiz-classificationResNet-18 (lpf5)#75Accuracy - All Images: 34.7Accuracy - Corrupted Images: 27.7…
domain-generalization-on-vizwiz-classificationVGG-16 (lpf5)#76Accuracy - All Images: 34.5Accuracy - Corrupted Images: 27.8…
domain-generalization-on-vizwiz-classificationVGG-16 (lpf2)#79Accuracy - All Images: 33.5Accuracy - Corrupted Images: 26.7…
domain-generalization-on-vizwiz-classificationAlexNet (lpf3)#87Accuracy - All Images: 23.1Accuracy - Corrupted Images: 17.5…
domain-generalization-on-vizwiz-classificationAlexNet (lpf2)#88Accuracy - All Images: 22.8Accuracy - Corrupted Images: 18.2…
domain-generalization-on-vizwiz-classificationAlexNet (lpf5)#89Accuracy - All Images: 22.7Accuracy - Corrupted Images: 18.4…