Fairness Evaluation on InsurTech (train)
41.48DPDFCorrTransformer + CAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FCorrTransformer + CARCounterfactual Attention Regularization=Yes2026.04 | 41.48 | 0 | 0 | 0 | |
| FT-Transformer + CARCounterfactual Attention Regularization=Yes2026.04 | 52.19 | 55.91 | 1.21 | 55.25 | |
| FCorrTransformerCounterfactual Attention Regularization=No2026.04 | 75.82 | 90.74 | 4.11 | 88.46 | |
| FT-TransformerCounterfactual Attention Regularization=No2026.04 | 135.98 | 187.15 | 7.22 | 182.27 |