Fair Decision Making on COMPAS Gender 34 (test)
32.6Total InterventionsStatic Fair
Evaluation Results
| Method | Links | |
|---|---|---|
| Static FairTraining Method=HSIC2026.05 | 32.6 | |
| Static FairTraining Method=DiffDP2026.05 | 31.8 | |
| EnergyShieldTraining Method=HSIC2026.05 | 29.4 | |
| EnergyShieldTraining Method=DiffDP2026.05 | 28.4 | |
| Static FairTraining Method=ERM2026.05 | 27.4 | |
| EnergyShieldTraining Method=ERM2026.05 | 26.2 | |
| DynamicTraining Method=ERM2026.05 | 12.8 | |
| DynamicTraining Method=HSIC2026.05 | 6.4 | |
| DynamicTraining Method=DiffDP2026.05 | 5.2 |