Debiased image retrieval on Occupation Gender 2 (test)
0AbsBias@100PBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PBMvariant=Ground-truth Gender and Skin-tone2023.05 | 0 | 42.4 | |
| PBMvariant=Zero-shot Prompt2023.05 | 0.0443 | 42.5 | |
| PBMvariant=Zero-shot Embedding2023.05 | 0.115 | 42.1 | |
| PBMvariant=Supervised Classifier2023.05 | 0.1171 | 42.1 | |
| MI-clip2023.05 | 0.2539 | 42.2 | |
| Adversarial Training2023.05 | 0.2603 | 37.8 | |
| CLIP-FairExpec2023.05 | 0.2619 | 44.2 | |
| Random Selection2023.05 | 0.3155 | — | |
| Debias Prompt2023.05 | 0.3564 | 46.2 | |
| CLIP Original2023.05 | 0.3566 | 46.2 |