Adversarial Defense on ImageNet
41AccuracyCutMix + MoEx
Evaluation results
| Method | Links | |
|---|---|---|
| CutMix + MoExBackbone=ResNet-502020.10 | 41 | |
| Shape-Texture Debiased TrainingBackbone=ResNet-502020.10 | 27.4 | |
| DeepAugment + AugMixBackbone=ResNet-502020.10 | 18.8 | |
| ResNet-50Backbone=ResNet-502020.10 | 17.1 | |
| SINBackbone=ResNet-502020.10 | 5.6 |