Confidence Calibration on ImageNet ID (test)
2.05ECEBase Classifier
Evaluation results
| Method | Links | |
|---|---|---|
| Base ClassifierTraining Strategy=None2026.01 | 2.05 | |
| ACETTraining Strategy=OOD overconfidence mitigation2026.01 | 2.64 | |
| OTISTraining Strategy=OOD overconfidence mitigation2026.01 | 2.71 | |
| CEDATraining Strategy=OOD overconfidence mitigation2026.01 | 3.07 | |
| VOSTraining Strategy=OOD overconfidence mitigation2026.01 | 4.26 | |
| CODEsTraining Strategy=OOD overconfidence mitigation2026.01 | 4.75 |