Big Nose Classification (Sensitive Attribute: Gender (Male)) on CelebA
83AccuracyFairVPT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FairVPT2026.04 | 83 | 61.1 | 17 | 25.2 | 15.7 | 98.6 | |
| FairVPT2026.04 | 83 | 61.1 | 17 | 25.2 | 15.7 | 98.6 | |
| FairViT2026.04 | 81.9 | 66.9 | 20.4 | 30.6 | 19.8 | 92 | |
| FairViT2026.04 | 81.9 | 66.9 | 20.4 | 30.6 | 19.8 | 92 | |
| Vanilla2026.04 | 81.6 | 63.2 | 33.1 | 40.3 | 36.8 | 98.8 | |
| Vanilla2026.04 | 81.6 | 63.2 | 33.1 | 40.3 | 36.8 | 98.8 | |
| FairNVT2026.04 | 81.2 | 67.4 | 8.1 | 8.2 | 8.3 | 55.8 | |
| FairNVT2026.04 | 81.2 | 67.4 | 8.1 | 8.2 | 8.3 | 55.8 | |
| ViT-FSCL2026.04 | 80.4 | 64.8 | 24.7 | 35.2 | 24.7 | 97.8 | |
| ViT-FSCL2026.04 | 80.4 | 64.8 | 24.7 | 35.2 | 24.7 | 97.8 |