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ResearchFormerly WizWand

Anomaly Detection on ADBench breastw

94.15F1 ScoreCOPOD
3.430826.982950.53574.0871May 29, 2023
Updated 5mo ago

Evaluation results

MethodLinks
COPODsetting=unsupervised2023.0594.15
HBOSsetting=unsupervised2023.0593.45
ECODsetting=unsupervised2023.0592.77
MCDsetting=unsupervised2023.0592.41
kNNsetting=unsupervised2023.0592.22
LODAsetting=unsupervised2023.0591.28
PCAsetting=unsupervised2023.0591.22
IForestsetting=unsupervised2023.0590.98
DTE-NPsetting=unsupervised2023.0590.14
OCSVMsetting=unsupervised2023.0588.78
VAEsetting=unsupervised2023.0588.1
PlanarFlowsetting=unsupervised2023.0586.9
CBLOFsetting=unsupervised2023.0586.25
GANomalysetting=unsupervised2023.0584.93
GOADsetting=unsupervised2023.0578.47
DTE-IGsetting=unsupervised2023.0578.37
DROCCsetting=unsupervised2023.0574.44
DTE-Csetting=unsupervised2023.0570.61
DAGMMsetting=unsupervised2023.0566.65
ICLsetting=unsupervised2023.0562.26
SLADsetting=unsupervised2023.0560.28
DDPMsetting=unsupervised2023.0556.27
DeepSVDDsetting=unsupervised2023.0551.56
DIFsetting=unsupervised2023.0533.89
LOFsetting=unsupervised2023.0519.88
FeatureBaggingsetting=unsupervised2023.056.92