Social Bias Mitigation on UTKFace
0.15MS ScoreRG-TTA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RG-TTABackbone=ViT-B/162026.07 | 0.15 | 0.022 | 77.42 | |
| Biased-promptsBackbone=ViT-B/322026.07 | 0.317 | 0.14 | 60.21 | |
| RG-TTABackbone=ViT-B/322026.07 | 0.351 | 0.281 | 70.07 | |
| Joint V-LBackbone=ViT-B/162026.07 | 0.378 | 0.069 | 68.3 | |
| Original CLIPBackbone=ViT-B/162026.07 | 0.575 | 0.137 | 63.31 | |
| Biased-promptsBackbone=ViT-B/162026.07 | 0.604 | 0.208 | 60.21 | |
| CLIP-clipBackbone=ViT-B/162026.07 | 0.613 | 0.157 | 60.2 | |
| Joint V-LBackbone=ViT-B/322026.07 | 0.638 | 0.23 | 57.48 | |
| Original CLIPBackbone=ViT-B/322026.07 | 0.698 | 0.213 | 55.75 | |
| CLIP-clipBackbone=ViT-B/322026.07 | 0.84 | 0.426 | 51.2 |