Fairness Evaluation on CelebA
83Demographic ParityFairBED-EPIG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FairBED-EPIGbeta=102026.06 | 83 | 90 | 77 | |
| HFEbeta=102026.06 | 82 | 90 | 61 | |
| EPIG2026.06 | 80 | 84 | 89 | |
| Predictive Entropy2026.06 | 77 | 80 | 82 | |
| Random2026.06 | 65 | 70 | 71 |
| Method | Links | |||
|---|---|---|---|---|
| FairBED-EPIGbeta=102026.06 | 83 | 90 | 77 | |
| HFEbeta=102026.06 | 82 | 90 | 61 | |
| EPIG2026.06 | 80 | 84 | 89 | |
| Predictive Entropy2026.06 | 77 | 80 | 82 | |
| Random2026.06 | 65 | 70 | 71 |