Debiased image retrieval on Occupation Race 2 (test)
0Absolute Bias@100PBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PBMvariant=Ground-truth Gender and Skin-tone2023.05 | 0 | 41.3 | |
| PBMvariant=Supervised Classifier2023.05 | 0.0955 | 37.9 | |
| PBMvariant=Zero-shot Prompt2023.05 | 0.2571 | 36 | |
| CLIP-FairExpec2023.05 | 0.2788 | 34.7 | |
| PBMvariant=Zero-shot Embedding2023.05 | 0.3133 | 40.2 | |
| MI-clip2023.05 | 0.4099 | 42.3 | |
| Random Selection2023.05 | 0.4171 | — | |
| Adversarial Training2023.05 | 0.488 | 43.3 | |
| Debias Prompt2023.05 | 0.4946 | 50.2 | |
| CLIP Original2023.05 | 0.5002 | 46.2 |