OOD Detection on ACRIMA
97.8AUCCUPID Epistemic
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CUPID EpistemicUncertainty Type=Epistemic2026.03 | 97.8 | 98.4 | |
| IGRUE2026.03 | 94.1 | 94.4 | |
| MC Dropout2026.03 | 86.9 | 81.6 | |
| CUPID AleatoricUncertainty Type=Aleatoric2026.03 | 71.7 | 66.1 | |
| BNN2026.03 | 70.8 | 69.9 | |
| PostNet EpistemicUncertainty Type=Epistemic2026.03 | 68.5 | 65.4 | |
| DEC2026.03 | 68 | 68.5 | |
| PostNet AleatoricUncertainty Type=Aleatoric2026.03 | 54.9 | 48.7 | |
| Rate-in2026.03 | 36.3 | 39 |