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ResearchFormerly WizWand

Gender Classification on CelebA (OOD Blonde Hair Shortcut Test)

82AccuracyCoop-CBM
75.86477.45779.0580.643Nov 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Coop-CBMConcept Orthogonal Loss=true2023.1182
Coop-CBMConcept Orthogonal Loss=false2023.1181.3
CEM2023.1181
Joint CBM2023.1180.1
CBM-AR2023.1179.7
Standard2023.1176.3
Independent CBM2023.1176.2
Sequential CBM2023.1176.1