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ResearchFormerly WizWand

Gender Bias Estimation on GenData-SDM

0.556Point EstimateBaseline
0.172240.271870.37150.47113Oct 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
BaselinePrompt=A photo with the face of a person, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.5482023.100.5561.49—3.28
CLEAMPrompt=A photo with the face of a person, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.5482023.100.5480—2.01
BaselinePrompt=A photo with the face of a human being, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.2622023.100.2775.73—8.78
CLEAMPrompt=A photo with the face of a human being, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.2622023.100.2630.38—3.44
BaselinePrompt=A photo with the face of one person, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.2262023.100.2416.63—11.06
CLEAMPrompt=A photo with the face of one person, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.2262023.100.231.77—5.75
BaselinePrompt=A photo with the face of an individual, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.1862023.100.2039.14—11.83
CLEAMPrompt=A photo with the face of an individual, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.1862023.100.1870.05—3.23