Calibration on CIFAR-100 (val)
3.73ECE (%)R-Mix
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| R-MixBackbone=PARN-182022.12 | 3.73 | — | — | — | — | — | |
| Co-MixupBackbone=PARN-182022.12 | 5.83 | — | — | — | — | — | |
| ManifoldBackbone=PARN-182022.12 | 7.6 | — | — | — | — | — | |
| PuzzleMixBackbone=PARN-182022.12 | 8.22 | — | — | — | — | — | |
| VanillaBackbone=PARN-182022.12 | 10.25 | — | — | — | — | — | |
| CutMixBackbone=PARN-182022.12 | 18.41 | — | — | — | — | — | |
| InputBackbone=PARN-182022.12 | 18.5 | — | — | — | — | — | |
| Deep EnsembleBackbone=ResNet-182021.10 | — | 0.059 | 0.076 | 0.078 | 0.107 | 0.149 | |
| GSDBackbone=ResNet-182021.10 | — | 0.067 | 0.083 | 0.089 | 0.116 | 0.145 | |
| MCDOBackbone=ResNet-182021.10 | — | 0.114 | 0.147 | 0.14 | 0.192 | 0.255 | |
| ResNetBackbone=ResNet-182021.10 | — | 0.113 | 0.149 | 0.152 | 0.185 | 0.237 |