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ResearchFormerly WizWand

Failure Detection on LIZ-SG (AUROC)

0.79AUROCAQA
0.43640.52820.620.7118Mar 31, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AQAUncertainty Framework=MSP, Threshold=0.92026.030.79
AVGUncertainty Framework=MSP2026.030.78
AQAUncertainty Framework=MSP, Threshold=0.752026.030.78
AQAUncertainty Framework=MSP, Threshold=0.62026.030.77
BCAUncertainty Framework=MSP2026.030.73
QFRUncertainty Framework=MSP2026.030.71
PLMUncertainty Framework=MSP, Parameter=502026.030.69
PLMUncertainty Framework=MSP, Parameter=202026.030.68
ICAUncertainty Framework=MSP2026.030.66
ATAUncertainty Framework=MSP, Threshold=0.72026.030.64
ATAUncertainty Framework=MSP, Threshold=0.52026.030.63
ATAUncertainty Framework=MSP, Threshold=0.32026.030.61
PLMUncertainty Framework=MSP, Parameter=102026.030.59
GMM-SpaUncertainty Framework=MSP2026.030.52
GMM-IntUncertainty Framework=MSP2026.030.46
GMM-AllUncertainty Framework=MSP2026.030.45