Failure Detection on WORM-Nem
13E-AURCGMM-Spa
Evaluation results
| Method | Links | |
|---|---|---|
| GMM-SpaUncertainty Method=MCD2026.03 | 13 | |
| PLMUncertainty Method=MCD, Aggregation parameter=102026.03 | 11 | |
| BCAUncertainty Method=MCD2026.03 | 10 | |
| ICAUncertainty Method=MCD2026.03 | 10 | |
| GMM-AllUncertainty Method=MCD2026.03 | 9 | |
| GMM-IntUncertainty Method=MCD2026.03 | 9 | |
| PLMUncertainty Method=MCD, Aggregation parameter=202026.03 | 9 | |
| PLMUncertainty Method=MCD, Aggregation parameter=502026.03 | 9 | |
| AQAUncertainty Method=MCD, Aggregation parameter=.752026.03 | 9 | |
| AVGUncertainty Method=MCD2026.03 | 9 | |
| AQAUncertainty Method=MCD, Aggregation parameter=.62026.03 | 9 | |
| AQAUncertainty Method=MCD, Aggregation parameter=.92026.03 | 8 | |
| QFRUncertainty Method=MCD2026.03 | 4 | |
| ATAUncertainty Method=MCD, Aggregation parameter=.72026.03 | 4 | |
| ATAUncertainty Method=MCD, Aggregation parameter=.32026.03 | 3 | |
| ATAUncertainty Method=MCD, Aggregation parameter=.52026.03 | 3 | |
| GMM-AllUncertainty Framework=MSP2026.03 | 0.99 | |
| GMM-IntUncertainty Framework=MSP2026.03 | 0.99 | |
| GMM-SpaUncertainty Framework=MSP2026.03 | 0.82 | |
| BCAUncertainty Framework=MSP2026.03 | 0.69 | |
| PLMUncertainty Framework=MSP, Parameter=102026.03 | 0.69 | |
| ICAUncertainty Framework=MSP2026.03 | 0.68 | |
| QFRUncertainty Framework=MSP2026.03 | 0.66 | |
| PLMUncertainty Framework=MSP, Parameter=202026.03 | 0.62 | |
| AVGUncertainty Framework=MSP2026.03 | 0.5 | |
| ATAUncertainty Framework=MSP, Threshold=0.72026.03 | 0.5 | |
| PLMUncertainty Framework=MSP, Parameter=502026.03 | 0.48 | |
| ATAUncertainty Framework=MSP, Threshold=0.32026.03 | 0.48 | |
| AQAUncertainty Framework=MSP, Threshold=0.62026.03 | 0.47 | |
| AQAUncertainty Framework=MSP, Threshold=0.752026.03 | 0.45 | |
| ATAUncertainty Framework=MSP, Threshold=0.52026.03 | 0.43 | |
| AQAUncertainty Framework=MSP, Threshold=0.92026.03 | 0.42 | |
| ATAThreshold=0.7, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.11 | |
| PLMParameter=10, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.1 | |
| GMM-SpaUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.09 | |
| PLMParameter=20, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.09 | |
| GMM-AllUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.08 | |
| GMM-IntUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.08 | |
| PLMParameter=50, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.08 | |
| BCAUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.07 | |
| ICAUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.07 | |
| AQAThreshold=0.6, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.06 | |
| AVGUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.06 | |
| AQAThreshold=0.75, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.06 | |
| ATAThreshold=0.5, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.05 | |
| AQAThreshold=0.9, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.05 | |
| QFRUncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.04 | |
| ATAThreshold=0.3, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.03 | 0.03 |