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ResearchFormerly WizWand

Failure Detection on LIZ-IG

0.33E-AURCICA
0.15320.19910.2450.2909Mar 31, 2026
Updated 7mo ago

Evaluation results

MethodLinks
ICAUncertainty Method=MCD2026.030.33
ICAUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.33
AQAThreshold=0.6, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.33
AVGUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.33
AQAThreshold=0.75, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.33
AQAUncertainty Method=MCD, Aggregation parameter=.752026.030.32
AVGUncertainty Method=MCD2026.030.32
AQAUncertainty Method=MCD, Aggregation parameter=.62026.030.32
AQAThreshold=0.9, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.32
AQAUncertainty Method=MCD, Aggregation parameter=.92026.030.31
BCAUncertainty Method=MCD2026.030.3
PLMParameter=50, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.29
PLMUncertainty Method=MCD, Aggregation parameter=202026.030.28
PLMUncertainty Method=MCD, Aggregation parameter=502026.030.28
QFRUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.28
PLMParameter=20, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.28
ATAUncertainty Method=MCD, Aggregation parameter=.32026.030.27
PLMUncertainty Method=MCD, Aggregation parameter=102026.030.27
PLMParameter=10, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.27
QFRUncertainty Method=MCD2026.030.26
BCAUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.26
ATAThreshold=0.3, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.24
ATAUncertainty Method=MCD, Aggregation parameter=.52026.030.23
ATAUncertainty Method=MCD, Aggregation parameter=.72026.030.21
ATAThreshold=0.5, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.21
GMM-AllUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.19
GMM-SpaUncertainty Method=MCD2026.030.18
GMM-IntUncertainty Method=MCD2026.030.17
GMM-SpaUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.17
ATAThreshold=0.7, Uncertainty Framework=Maximum Softmax Probability (MSP)2026.030.17
GMM-AllUncertainty Method=MCD2026.030.16
GMM-IntUncertainty Framework=Maximum Softmax Probability (MSP)2026.030.16