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ResearchFormerly WizWand

Failure Detection on LIZ-SG

0.37E-AURCAQA
0.19320.23910.2850.3309Mar 31, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AQAUncertainty Method=MCD, Aggregation parameter=.752026.030.37
ICAUncertainty Method=MCD2026.030.36
AVGUncertainty Method=MCD2026.030.36
AQAUncertainty Method=MCD, Aggregation parameter=.62026.030.36
ICAUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.36
AQAThreshold=0.9, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.36
AVGUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.36
AQAThreshold=0.75, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.36
AQAUncertainty Method=MCD, Aggregation parameter=.92026.030.35
BCAUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.35
AQAThreshold=0.6, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.35
PLMUncertainty Method=MCD, Aggregation parameter=502026.030.34
BCAUncertainty Method=MCD2026.030.33
PLMUncertainty Method=MCD, Aggregation parameter=202026.030.33
QFRUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.32
PLMParameter=50, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.32
PLMParameter=20, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.31
PLMUncertainty Method=MCD, Aggregation parameter=102026.030.3
ATAThreshold=0.3, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.3
ATAThreshold=0.5, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.29
PLMParameter=10, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.29
ATAThreshold=0.7, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.29
ATAUncertainty Method=MCD, Aggregation parameter=.32026.030.28
ATAUncertainty Method=MCD, Aggregation parameter=.52026.030.28
QFRUncertainty Method=MCD2026.030.27
ATAUncertainty Method=MCD, Aggregation parameter=.72026.030.25
GMM-SpaUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.24
GMM-IntUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.22
GMM-AllUncertainty Method=MCD2026.030.21
GMM-AllUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.21
GMM-IntUncertainty Method=MCD2026.030.2
GMM-SpaUncertainty Method=MCD2026.030.2