Classification Calibration on CIFAR-10 LT-100 (test)
2.31ACEUniMix+Bayias
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniMix+BayiasBackbone=ResNet-322021.11 | 2.31 | 2.17 | 2.43 | 32.84 | |
| BayiasBackbone=ResNet-322021.11 | 2.45 | 2.4 | 2.69 | 34.3 | |
| UniMixBackbone=ResNet-322021.11 | 3.48 | 3.27 | 3.57 | 38.98 | |
| RemixBackbone=ResNet-322021.11 | 3.49 | 3.32 | 3.77 | 44.84 | |
| LDAM+DRWBackbone=ResNet-322021.11 | 4.14 | 2.84 | 4.43 | 44.76 | |
| mixupBackbone=ResNet-322021.11 | 4.87 | 4.2 | 4.92 | 49.09 | |
| ERMBackbone=ResNet-322021.11 | 5.42 | 4.66 | 5.46 | 53.61 |