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ResearchFormerly WizWand

Out-of-Distribution Detection on StackEx (clean)

96.3AccuracyLogReg
80.38884.51988.6592.781Aug 4, 2025
Updated 4mo ago

Evaluation results

MethodLinks
LogRegFeature-selection criterion=EVR, m=1402025.0896.3
SVMFeature-selection criterion=p-values, m=1362025.0896.3
ODINm=7682025.0896.3
SVMFeature-selection criterion=EVR, m=1432025.0896.2
LogRegFeature-selection criterion=p-values, m=1252025.0896.1
kNNm=7682025.0895.8
GMMFeature-selection criterion=p-values, m=652025.0894.9
Mahalanobism=7682025.0894.5
GMMFeature-selection criterion=EVR, m=402025.0894.2
ϵ-ballFeature-selection criterion=p-values, m=132025.0891.3
ϵ-ballFeature-selection criterion=EVR, m=72025.0891
ϵ-cubeFeature-selection criterion=p-values, m=152025.0891
ϵ-cubeFeature-selection criterion=EVR, m=62025.0890.4
ϵ-rectFeature-selection criterion=EVR, m=42025.0888.5
ViMm=7682025.0887.4
ϵ-rectFeature-selection criterion=p-values, m=52025.0881