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ResearchFormerly WizWand

Attribute Classification on CelebA Smiling v1 (test)

92.08Unbiased AccuracyBPA
73.921678.635883.3588.0642Aug 6, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BPALearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0892.0890.06
BaseLearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0891.6688.49
Group DROLearning Paradigm=Supervised, Bias Attribute=Gender2021.0891.6488.48
LfF*Learning Paradigm=Unsupervised, Bias Attribute=Gender2021.0891.288.65
LfFLearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0874.6260.09