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ResearchFormerly WizWand

Image Retrieval on UTKFace

44.4White Group ScoreMMR
9.24818.37427.536.626Jul 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MMRGender=Sum, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0744.420.815.613.85.4—
DebiasCLIPGender=Sum, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0739.817.613.8217.8—
PBMGender=Sum, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0739.220.814.822.23—
Top-KGender=Sum, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0738.419.814.8243—
MMRGender=Male, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0727.411.810.210.23.262.8
MOPRGender=Sum, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0721.62018.620.418.4—
Top-KGender=Male, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0721.213.210.821.21.467.8
DebiasCLIPGender=Male, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0720.48.25.4113.848.8
PBMGender=Male, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0719.612.49.4151.257.6
PBMGender=Female, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0719.68.45.47.21.842.4
DebiasCLIPGender=Female, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0719.49.48.410451.2
Top-KGender=Female, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0717.26.642.81.632.2
MMRGender=Female, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.071795.43.62.237.2
MOPRGender=Male, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.071110.41010.28.850.4
MOPRGender=Female, Oracle Type=decision tree oracle, Queries=10, Retrievals=502024.0710.69.69.610.29.649.6