Failure Detection on CAR-CS (AUROC)
100AUROCGMM-All
Evaluation results
| Method | Links | |
|---|---|---|
| GMM-AllUncertainty Framework=MSP2026.03 | 100 | |
| GMM-SpaUncertainty Framework=MSP2026.03 | 100 | |
| BCAUncertainty Framework=MSP2026.03 | 90 | |
| ICAUncertainty Framework=MSP2026.03 | 80 | |
| GMM-IntUncertainty Framework=MSP2026.03 | 80 | |
| AVGUncertainty Framework=MSP2026.03 | 74 | |
| AQAUncertainty Framework=MSP, Threshold=0.62026.03 | 60 | |
| QFRUncertainty Framework=MSP2026.03 | 56 | |
| AQAUncertainty Framework=MSP, Threshold=0.752026.03 | 56 | |
| ATAUncertainty Framework=MSP, Threshold=0.32026.03 | 52 | |
| AQAUncertainty Framework=MSP, Threshold=0.92026.03 | 44 | |
| PLMUncertainty Framework=MSP, Parameter=502026.03 | 42 | |
| PLMUncertainty Framework=MSP, Parameter=202026.03 | 37 | |
| PLMUncertainty Framework=MSP, Parameter=102026.03 | 35 | |
| ATAUncertainty Framework=MSP, Threshold=0.52026.03 | 31 | |
| ATAUncertainty Framework=MSP, Threshold=0.72026.03 | 28 |