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ResearchFormerly WizWand

Outlier Detection on celeba (historical)

81.21AUROCUniOD
50.550858.510466.4774.4296Jul 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
UniODMode=Ours2025.0781.2111.71
kNNRelease Year=20002025.0779.719.27
OC-SVMRelease Year=20012025.0779.0511.37
ECODRelease Year=20222025.0775.2510.76
KDERelease Year=19622025.0774.75.86
DTE-NPRelease Year=20242025.0774.66.34
AERelease Year=20062025.0773.675.59
MetaODRelease Year=20212025.0769.735.37
IFRelease Year=20082025.0769.715.91
DSVDDRelease Year=20182025.0767.286.24
SLADRelease Year=20232025.0766.135.29
ICLRelease Year=20222025.0764.94.99
LODARelease Year=20162025.0759.433.2
KPCA + MLP2025.0758.343.63
LOFRelease Year=20002025.0756.812.56
NeutralADRelease Year=20212025.0754.492.31
DPADRelease Year=20242025.0751.732.37