Image Classification on CelebA (Fairness Metrics)
93.1AccuracyFairNVT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FairNVT2026.04 | 93.1 | 93 | 9.9 | 0.8 | 1.5 | 51.6 | |
| FairViT2026.04 | 92.7 | 92 | 16 | 4.3 | 2.7 | 97 | |
| FairVPT2026.04 | 91.6 | 91.4 | 13.9 | 2.4 | 1.8 | 98.6 | |
| ViT-FSCL2026.04 | 89.9 | 87.1 | 14.5 | 6.9 | 5.1 | 97.7 | |
| Vanilla2026.04 | 89.6 | 89 | 16.9 | 8.4 | 6.6 | 98.7 | |
| FairViT2026.04 | 86.4 | 79.9 | 38 | 30 | 20.9 | 94.2 | |
| FairNVT2026.04 | 84.7 | 82.3 | 18.9 | 5.6 | 6.3 | 62.8 | |
| FairVPT2026.04 | 84.6 | 76.5 | 31.8 | 28.5 | 17.5 | 98.4 | |
| Vanilla2026.04 | 84.4 | 76.1 | 31.1 | 31.3 | 34.9 | 98.6 | |
| VIT-FSCL2026.04 | 83.5 | 69.8 | 31 | 28.9 | 36.7 | 97.6 |