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ResearchFormerly WizWand

Attribute Classification on CelebA Attractive v1 (test)

78.35Unbiased AccuracyGroup DRO
28.253241.259154.26567.2709Aug 6, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Group DROLearning Paradigm=Supervised, Bias Attribute=Gender2021.0878.3566.3
BPALearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0877.965.2
BaseLearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0876.0563.61
LfF*Learning Paradigm=Unsupervised, Bias Attribute=Gender2021.0875.9764.78
LfFLearning Paradigm=Unsupervised, Bias Attribute=Gender2021.0830.186.09