| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 8 health datasets aggregated across 4 attributes | OrionMSPv1.5→MLP | DP Difference0.104 | 24 | 15d ago | |
| COMPAS Gender | EnergyShield | Demographic Parity0.8 | 9 | 8d ago | |
| German Credit Age | EnergyShield | Demographic Parity0.005 | 9 | 8d ago | |
| German Credit Gender | Static Fair | Demographic Parity0.038 | 9 | 8d ago | |
| Adult Income Gender | EnergyShield | Demographic Parity0.004 | 9 | 8d ago | |
| Adult Income Race | EnergyShield | Demographic Parity0.01 | 9 | 8d ago |
