Bias Detection on CelebA (val)
14.18HIT RateC2B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| C2BClassification Model=FaceXFormer, Retrieval Source=Bing, Bias Threshold (τ)=0.05, Similarity Threshold=0.92025.04 | 14.18 | 7.34 | 78.48 | |
| C2BClassification Model=FaceXFormer, Retrieval Source=CC12M, Bias Threshold (τ)=0.05, Similarity Threshold=0.92025.04 | 12.75 | 8.15 | 79.09 | |
| C2BClassification Model=FaceXFormer, Retrieval Source=Bing, Bias Threshold (τ)=0.05, Similarity Threshold=0.92025.04 | 12.29 | 6.88 | 80.83 | |
| C2BClassification Model=FaceXFormer, Retrieval Source=CC12M, Bias Threshold (τ)=0.05, Similarity Threshold=0.92025.04 | 10.76 | 7.75 | 81.49 | |
| B2TClassification Model=FaceXFormer, Bias Threshold (τ)=0.05, Similarity Threshold=0.92025.04 | 6.59 | 4.1 | 89.29 | |
| B2TClassification Model=FaceXFormer, Bias Threshold (τ)=0.05, Similarity Threshold=0.92025.04 | 4.53 | 3.14 | 92.32 |