Debiasing on FAIRFACE Gender (test)
0.006KL DivergenceBEND-VLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BEND-VLMBackbone=CLIP-ViT-B-P162024.11 | 0.006 | 0.08 | |
| BEND-VLMBackbone=CLIP-ViT-L-P142024.11 | 0.006 | 0.086 | |
| Orth-Proj.Backbone=CLIP-ViT-L-P142024.11 | 0.033 | 0.155 | |
| Orth-Cal.Backbone=CLIP-ViT-L-P142024.11 | 0.041 | 0.166 | |
| Baseline CLIPBackbone=CLIP-ViT-L-P142024.11 | 0.094 | 0.3 | |
| Baseline CLIPBackbone=CLIP-ViT-B-P162024.11 | 0.133 | 0.338 | |
| Orth-Proj.Backbone=CLIP-ViT-B-P162024.11 | 0.34 | 0.52 | |
| Orth-Cal.Backbone=CLIP-ViT-B-P162024.11 | 0.426 | 0.606 |