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ResearchFormerly WizWand

Anomaly Detection on ADBench MNIST-C

21.86F1 ScoreSLAD
3.99288.631413.2717.9086May 29, 2023
Updated 5mo ago

Evaluation results

MethodLinks
SLADsetting=unsupervised2023.0521.86
DTE-NPsetting=unsupervised2023.0521.64
kNNsetting=unsupervised2023.0521.36
OCSVMsetting=unsupervised2023.0521.22
DDPMsetting=unsupervised2023.0520.98
GOADsetting=unsupervised2023.0520.92
VAEsetting=unsupervised2023.0520.64
PCAsetting=unsupervised2023.0520.52
CBLOFsetting=unsupervised2023.0520.24
GANomalysetting=unsupervised2023.0520.21
IForestsetting=unsupervised2023.0520.09
DTE-Csetting=unsupervised2023.0519.55
PlanarFlowsetting=unsupervised2023.0518.32
MCDsetting=unsupervised2023.0517.45
DTE-IGsetting=unsupervised2023.0516.19
FeatureBaggingsetting=unsupervised2023.0516.07
LOFsetting=unsupervised2023.0515.91
DROCCsetting=unsupervised2023.0514.5
DeepSVDDsetting=unsupervised2023.0513.82
HBOSsetting=unsupervised2023.0513.49
LODAsetting=unsupervised2023.0513.3
ICLsetting=unsupervised2023.0511.6
DAGMMsetting=unsupervised2023.0511.43
DIFsetting=unsupervised2023.055.03
COPODsetting=unsupervised2023.054.68
ECODsetting=unsupervised2023.054.68