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ResearchFormerly WizWand

Attribute Classification on CelebA Average over attributes v1 (test)

88.93Unbiased AccuracyGroup DRO
62.576469.418276.2683.1018Aug 6, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Group DROLearning Paradigm=Supervised, Bias Attribute=Gender2021.0888.9383.86
BPALearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0888.8984.1
LfF*Learning Paradigm=Unsupervised, Bias Attribute=Gender2021.0887.9282.29
BaseLearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0887.980.97
LfFLearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0863.5939.51