Monotone Classification on COMPAS (full data)
69.4AccuracyOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours2024.04 | 69.4 | |
| LMN2024.04 | 69.3 | |
| SMNN2024.04 | 69.3 | |
| Constrained2024.04 | 69.2 | |
| Certified2024.04 | 68.8 |
Loading the SOTA2 catalog…
| Method | Links | |
|---|---|---|
| Ours2024.04 | 69.4 | |
| LMN2024.04 | 69.3 | |
| SMNN2024.04 | 69.3 | |
| Constrained2024.04 | 69.2 | |
| Certified2024.04 | 68.8 |