Failure Detection on WORM-Pro (AUROC)
1AUROCGMM-All
Evaluation Results
| Method | Links | |
|---|---|---|
| GMM-AllUncertainty Framework=MSP2026.03 | 1 | |
| GMM-IntUncertainty Framework=MSP2026.03 | 1 | |
| QFRUncertainty Framework=MSP2026.03 | 0.89 | |
| GMM-SpaUncertainty Framework=MSP2026.03 | 0.87 | |
| BCAUncertainty Framework=MSP2026.03 | 0.86 | |
| ICAUncertainty Framework=MSP2026.03 | 0.86 | |
| PLMUncertainty Framework=MSP, Parameter=102026.03 | 0.81 | |
| PLMUncertainty Framework=MSP, Parameter=202026.03 | 0.8 | |
| PLMUncertainty Framework=MSP, Parameter=502026.03 | 0.78 | |
| AVGUncertainty Framework=MSP2026.03 | 0.65 | |
| AQAUncertainty Framework=MSP, Threshold=0.62026.03 | 0.63 | |
| AQAUncertainty Framework=MSP, Threshold=0.752026.03 | 0.62 | |
| AQAUncertainty Framework=MSP, Threshold=0.92026.03 | 0.6 | |
| ATAUncertainty Framework=MSP, Threshold=0.72026.03 | 0.5 | |
| ATAUncertainty Framework=MSP, Threshold=0.32026.03 | 0.42 | |
| ATAUncertainty Framework=MSP, Threshold=0.52026.03 | 0.35 |