Confidence Calibration on MNIST ID (test)
0.14ECECEDA
Evaluation Results
| Method | Links | |
|---|---|---|
| CEDATraining Strategy=OOD overconfidence mitigation2026.01 | 0.14 | |
| OTISTraining Strategy=OOD overconfidence mitigation2026.01 | 0.14 | |
| ACETTraining Strategy=OOD overconfidence mitigation2026.01 | 0.16 | |
| Base ClassifierTraining Strategy=None2026.01 | 0.21 | |
| VOSTraining Strategy=OOD overconfidence mitigation2026.01 | 0.24 | |
| CCUdTraining Strategy=OOD overconfidence mitigation2026.01 | 0.3 | |
| CODEsTraining Strategy=OOD overconfidence mitigation2026.01 | 0.31 | |
| OETraining Strategy=OOD overconfidence mitigation2026.01 | 0.34 | |
| CCUsTraining Strategy=OOD overconfidence mitigation2026.01 | 0.37 |