Robustness on ImageNet C-bar
44.3Error RatePIXMIX
Evaluation results
| Method | Links | |
|---|---|---|
| PIXMIXBackbone=ResNet-50, k=4, beta=42021.12 | 44.3 | |
| MixupBackbone=ResNet-502021.12 | 55 | |
| AugMixBackbone=ResNet-502021.12 | 56.5 | |
| SINBackbone=ResNet-502021.12 | 57.6 | |
| AutoAugmentBackbone=ResNet-502021.12 | 58 | |
| CutMixBackbone=ResNet-502021.12 | 59.8 | |
| CutoutBackbone=ResNet-502021.12 | 60.2 | |
| BaselineBackbone=ResNet-502021.12 | 61 |