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ResearchFormerly WizWand

Image Classification on ImageNet FGSM (val)

63.77Top-1 AccMAE-H + DAT
10.126824.053437.9851.9066Sep 16, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MAE-H + DATBackbone=ViT-Huge2022.0963.77
MAE-HBackbone=ViT-Huge2022.0960.16
AugReg-ViT + DATBackbone=ViT-B/162022.0951.82
DrViTBackbone=ViT-B/162022.0945.76
AugReg-ViTBackbone=ViT-B/162022.0944.32
DeepAugment + Augmix + DATBackbone=ResNet502022.0935.32
ResNet50 + DATBackbone=ResNet502022.0930.66
DeepAugment + AugmixBackbone=ResNet502022.0927.05
ViTBackbone=ViT-B/162022.0923.3
DeepAugmentBackbone=ResNet502022.0921.61
ResNet50Backbone=ResNet502022.0912.19