Fairness Evaluation on BAF (test)
3.91DPD (Disparate Impact Difference)FFN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FFN2026.04 | 3.91 | 57.14 | 57.14 | 6.75 | 63.89 | 9.22 | 5.31 | |
| FCorrTransformerRegularization=CAR2026.04 | 8.59 | 71.43 | 71.43 | 0 | 0 | 0 | 0 | |
| FT-TransformerRegularization=CAR2026.04 | 9.04 | 85.71 | 85.71 | 6.47 | 28.16 | 0.29 | 1.51 | |
| FT-Transformer2026.04 | 9.69 | 85.71 | 85.71 | 7.96 | 23.47 | 1.35 | 5.45 | |
| FCorrTransformer2026.04 | 10.04 | 85.71 | 85.71 | 7.34 | 21.48 | 1.6 | 8.05 | |
| TabTransformer2026.04 | 12 | 85.71 | 85.71 | 16.91 | 33.66 | 5.09 | 11.08 |