| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COMPAS (test) | FR-Train | Accuracy62 | 28 | 4d ago | |
| Synthetic 1.0 (test) | Ours | Accuracy72.7 | 28 | 4d ago | |
| COMPAS | LabelBias-DP | DP Disparity-0.1743 | 16 | 4d ago | |
| Adult | LabelBias-DP | Delta DP-0.1598 | 16 | 4d ago | |
| Comm | LabelBias-DP | Delta DP0.1731 | 15 | 4d ago | |
| German Credit (test) | Fair Self-Bounding Learning Algorithm | Equal Opportunity Difference5.15 | 15 | 4d ago | |
| MEPS | LabelBias-DP | ΔDP-0.5527 | 13 | 4d ago | |
| Adult (test) | CS | Delta DP (Intersectional)0.241 | 4 | 4d ago | |
| ACS-I gender | - | - | 0 | 4d ago |
