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ResearchFormerly WizWand

OOD Detection on REFUGE (test)

79.85AUROCFiLM-Ensemble
56.429262.509668.5974.6704May 31, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FiLM-Ensemble# member=162022.0579.85
FiLM-Ensemble# member=82022.0579.43
Deep Ensemble# member=82022.0578.22
Deep Ensemble# member=162022.0578.06
MC-Dropout# member=82022.0577.94
FiLM-Ensemble# member=42022.0577.92
Deep Ensemble# member=42022.0577.91
FiLM-Ensemble# member=22022.0577.02
Deep Ensemble# member=22022.0576.89
pNML2022.0576.68
FSSD2022.0576.42
BatchEnsemble# member=82022.0575.44
BatchEnsemble# member=162022.0575.04
BatchEnsemble# member=22022.0574.38
BatchEnsemble# member=42022.0572.61
MC-Dropout# member=162022.0572.22
Masksemble# member=82022.0572.04
SNGP2022.0571.25
Masksemble# member=22022.0571.22
Masksemble# member=162022.0570.95
Masksemble# member=42022.0570.83
MC-Dropout# member=42022.0569.79
Single# member=12022.0568.42
MC-Dropout# member=22022.0568.03
MIMO# member=82022.0561.74
MIMO# member=162022.0560.52
MIMO# member=42022.0559.49
MIMO# member=22022.0557.33