Consistency on ImageNet-P
60.3mFRCutMix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CutMixBackbone=ResNet-502021.12 | 60.3 | 76.6 | |
| BaselineBackbone=ResNet-502021.12 | 58 | 78.4 | |
| CutoutBackbone=ResNet-502021.12 | 57.9 | 75.2 | |
| SINBackbone=ResNet-502021.12 | 54.4 | 71.8 | |
| MixupBackbone=ResNet-502021.12 | 54.3 | 73.2 | |
| AutoAugmentBackbone=ResNet-502021.12 | 54.2 | 72 | |
| AugMixBackbone=ResNet-502021.12 | 52.7 | 70.9 | |
| PIXMIXBackbone=ResNet-50, k=4, beta=42021.12 | 51.1 | 69.1 |