OOD Detection on PAPILA
87.7AUCCUPID Epistemic
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CUPID EpistemicUncertainty Type=Epistemic2026.03 | 87.7 | 85.4 | |
| MC Dropout2026.03 | 73.3 | 58.6 | |
| BNN2026.03 | 70.7 | 61.2 | |
| PostNet AleatoricUncertainty Type=Aleatoric2026.03 | 63.8 | 48.7 | |
| IGRUE2026.03 | 63.6 | 48.6 | |
| PostNet EpistemicUncertainty Type=Epistemic2026.03 | 57.7 | 42.5 | |
| DEC2026.03 | 51.5 | 45.7 | |
| CUPID AleatoricUncertainty Type=Aleatoric2026.03 | 37.9 | 33.3 | |
| Rate-in2026.03 | 32.8 | 32.9 |