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ResearchFormerly WizWand

Anomaly Detection on OrganA (test)

81.1AUCACR-BCE
48.65257.07665.573.924Feb 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ACR-BCEAnomaly Ratio=1%2023.0281.1
ACR-BCEAnomaly Ratio=5%2023.0279.5
ACR-DSVDDAnomaly Ratio=1%2023.0279
ACR-BCEAnomaly Ratio=10%2023.0278.3
ACR-DSVDDAnomaly Ratio=5%2023.0277.7
ACR-DSVDDAnomaly Ratio=10%2023.0276.3
OC-MAMLAnomaly Ratio=10%2023.0274.2
OC-MAMLAnomaly Ratio=1%2023.0273.7
OC-MAMLAnomaly Ratio=5%2023.0272.2
ResNet152-IAnomaly Ratio=1%2023.0254.2
ResNet152-IIAnomaly Ratio=1%2023.0254.2
ResNet152-IAnomaly Ratio=5%2023.0253.9
ResNet152-IIAnomaly Ratio=5%2023.0253.5
ResNet152-IAnomaly Ratio=10%2023.0253.2
ResNet152-IIAnomaly Ratio=10%2023.0252.9
CLIP-ADAnomaly Ratio=1%2023.0252.6
CLIP-ADAnomaly Ratio=5%2023.0251.9
CLIP-ADAnomaly Ratio=10%2023.0251.5
ADIBAnomaly Ratio=5%2023.0250.3
ADIBAnomaly Ratio=10%2023.0250.2
ADIBAnomaly Ratio=1%2023.0249.9