Robustness on ImageNet-R
58.5Error RateSIN
Evaluation results
| Method | Links | |
|---|---|---|
| SINBackbone=ResNet-502021.12 | 58.5 | |
| PIXMIXBackbone=ResNet-50, k=4, beta=42021.12 | 60.1 | |
| AugMixBackbone=ResNet-502021.12 | 61.7 | |
| AutoAugmentBackbone=ResNet-502021.12 | 61.9 | |
| MixupBackbone=ResNet-502021.12 | 62.3 | |
| BaselineBackbone=ResNet-502021.12 | 63.8 | |
| CutoutBackbone=ResNet-502021.12 | 64.8 | |
| CutMixBackbone=ResNet-502021.12 | 66.5 |