OOD Detection on WORM-Nem
1AUROCGMM-All
Evaluation results
| Method | Links | |
|---|---|---|
| GMM-AllUncertainty Method=MC Dropout2026.03 | 1 | |
| GMM-IntUncertainty Method=MC Dropout2026.03 | 0.98 | |
| GMM-SpaUncertainty Method=MC Dropout2026.03 | 0.89 | |
| BCAUncertainty Method=MC Dropout2026.03 | 0.77 | |
| ICAUncertainty Method=MC Dropout2026.03 | 0.77 | |
| PLM 10Uncertainty Method=MC Dropout, Patch Size=102026.03 | 0.69 | |
| QFRUncertainty Method=MC Dropout2026.03 | 0.67 | |
| ATA .3Uncertainty Method=MC Dropout, Threshold=.32026.03 | 0.58 | |
| PLM 20Uncertainty Method=MC Dropout, Patch Size=202026.03 | 0.57 | |
| ATA .5Uncertainty Method=MC Dropout, Threshold=.52026.03 | 0.54 | |
| PLM 50Uncertainty Method=MC Dropout, Patch Size=502026.03 | 0.49 | |
| AQA 0.60Uncertainty Method=MC Dropout, Threshold=0.602026.03 | 0.49 | |
| AVGUncertainty Method=MC Dropout2026.03 | 0.48 | |
| ATA .7Uncertainty Method=MC Dropout, Threshold=.72026.03 | 0.48 | |
| AQA .75Uncertainty Method=MC Dropout, Threshold=.752026.03 | 0.46 | |
| AQA .9Uncertainty Method=MC Dropout, Threshold=.92026.03 | 0.43 |