Classification on COMPAS (F1, EO Gap, GCIG)
2.3EO GapUnconstrained
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Unconstrained2026.03 | 2.3 | 96.7 | 19.3 | |
| Hardt2026.03 | 2.3 | 96.7 | 18.5 | |
| Lagrangian2026.03 | 2.3 | 96.7 | 19.2 | |
| Adversarial2026.03 | 2.3 | 96.7 | 16.3 | |
| FairX2026.03 | 2.3 | 96.7 | 3.4 | |
| Agarwal2026.03 | 3.1 | 95.9 | 19 | |
| DIR2026.03 | 7.1 | 94.8 | 14.7 |