Gender Bias Estimation on GenData-SDM
0.556Point EstimateBaseline
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaselinePrompt=A photo with the face of a person, Classifier=CLIP, Alpha (α)=[0.998, 0.975], Avg. a=0.987, Ground Truth (p*)=0.5482023.10 | 0.556 | 1.49 | — | 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*)=0.5482023.10 | 0.548 | 0 | — | 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*)=0.2622023.10 | 0.277 | 5.73 | — | 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*)=0.2622023.10 | 0.263 | 0.38 | — | 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*)=0.2262023.10 | 0.241 | 6.63 | — | 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*)=0.2262023.10 | 0.23 | 1.77 | — | 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*)=0.1862023.10 | 0.203 | 9.14 | — | 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*)=0.1862023.10 | 0.187 | 0.05 | — | 3.23 |