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ResearchFormerly WizWand

Anomaly Detection on Average T1&T2

54.94APDAL
4.832817.841430.8543.8586Dec 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DALParadigm=Reconstruction-based2025.1254.9445.17
EfficientADParadigm=Deep feature embedding-based2025.1236.6231.53
PatchCoreParadigm=Deep feature embedding-based2025.1234.5129.14
AutoDDPMParadigm=Reconstruction-based2025.1233.9830.07
FPIParadigm=SSL-based2025.1231.9928.32
DAEParadigm=Reconstruction-based2025.1229.7925.76
AnoDDPMParadigm=Reconstruction-based2025.1227.5224.86
DRAEMParadigm=SSL-based2025.1226.2324.24
UTRADParadigm=Deep feature embedding-based2025.1225.321.67
RD4ADParadigm=Deep feature embedding-based2025.1224.0425.92
ProxyAnoParadigm=Reconstruction-based2025.1219.2219.39
RIADParadigm=Reconstruction-based2025.1218.6820.73
AMConsParadigm=Deep feature embedding-based2025.1218.4120.36
VAEParadigm=Reconstruction-based2025.1218.2221.16
PHANESParadigm=Reconstruction-based2025.1211.923.1
MemAEParadigm=Reconstruction-based2025.1210.4314
MKDParadigm=Deep feature embedding-based2025.127.9712.62
AEParadigm=Reconstruction-based2025.126.7611.98