Calibration on ImageNet-R
11RMS ErrorPIXMIX
Evaluation results
| Method | Links | |
|---|---|---|
| PIXMIXBackbone=ResNet-50, k=4, beta=42021.12 | 11 | |
| AutoAugmentBackbone=ResNet-502021.12 | 12.6 | |
| AugMixBackbone=ResNet-502021.12 | 13.2 | |
| CutoutBackbone=ResNet-502021.12 | 14.6 | |
| SINBackbone=ResNet-502021.12 | 16.2 | |
| BaselineBackbone=ResNet-502021.12 | 19.7 | |
| CutMixBackbone=ResNet-502021.12 | 43.5 | |
| MixupBackbone=ResNet-502021.12 | 44.6 |