Calibration on ImageNet-C-bar
5.8RMS ErrorPIXMIX
Evaluation results
| Method | Links | |
|---|---|---|
| PIXMIXBackbone=ResNet-50, k=4, beta=42021.12 | 5.8 | |
| MixupBackbone=ResNet-502021.12 | 13.2 | |
| SINBackbone=ResNet-502021.12 | 14 | |
| AutoAugmentBackbone=ResNet-502021.12 | 14.3 | |
| AugMixBackbone=ResNet-502021.12 | 15 | |
| CutMixBackbone=ResNet-502021.12 | 15.3 | |
| CutoutBackbone=ResNet-502021.12 | 17.1 | |
| BaselineBackbone=ResNet-502021.12 | 20.7 |