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ResearchFormerly WizWand

Anomaly Detection on ADBench aloi

10.36Average AUC PRFeatureBagging
2.74724.72366.78.6764May 29, 2023
Updated 5mo ago

Evaluation results

MethodLinks
FeatureBaggingsetting=unsupervised, seeds=52023.0510.36
LOFsetting=unsupervised, seeds=52023.059.69
DTE-NPsetting=unsupervised, seeds=52023.055.55
kNNsetting=unsupervised, seeds=52023.054.76
ICLsetting=unsupervised, seeds=52023.054.6
GANomalysetting=unsupervised, seeds=52023.054.38
DTE-IGsetting=unsupervised, seeds=52023.053.95
OCSVMsetting=unsupervised, seeds=52023.053.92
CBLOFsetting=unsupervised, seeds=52023.053.74
PCAsetting=unsupervised, seeds=52023.053.72
VAEsetting=unsupervised, seeds=52023.053.7
SLADsetting=unsupervised, seeds=52023.053.65
DDPMsetting=unsupervised, seeds=52023.053.59
DeepSVDDsetting=unsupervised, seeds=52023.053.44
IForestsetting=unsupervised, seeds=52023.053.39
HBOSsetting=unsupervised, seeds=52023.053.38
DAGMMsetting=unsupervised, seeds=52023.053.31
ECODsetting=unsupervised, seeds=52023.053.29
GOADsetting=unsupervised, seeds=52023.053.28
DTE-Csetting=unsupervised, seeds=52023.053.28
LODAsetting=unsupervised, seeds=52023.053.27
PlanarFlowsetting=unsupervised, seeds=52023.053.23
MCDsetting=unsupervised, seeds=52023.053.22
COPODsetting=unsupervised, seeds=52023.053.13
DIFsetting=unsupervised, seeds=52023.053.06
DROCCsetting=unsupervised, seeds=52023.053.04