Confidence Calibration on CIFAR-100 ID (test)
6.08ECEBase Classifier
Evaluation Results
| Method | Links | |
|---|---|---|
| Base ClassifierTraining Strategy=None2026.01 | 6.08 | |
| CCUdTraining Strategy=OOD overconfidence mitigation2026.01 | 6.16 | |
| OTISTraining Strategy=OOD overconfidence mitigation2026.01 | 6.91 | |
| VOSTraining Strategy=OOD overconfidence mitigation2026.01 | 8.97 | |
| OETraining Strategy=OOD overconfidence mitigation2026.01 | 9.69 | |
| ACETTraining Strategy=OOD overconfidence mitigation2026.01 | 9.7 | |
| CEDATraining Strategy=OOD overconfidence mitigation2026.01 | 11.34 | |
| CODEsTraining Strategy=OOD overconfidence mitigation2026.01 | 11.45 | |
| CCUsTraining Strategy=OOD overconfidence mitigation2026.01 | 12.88 |