Fairness Evaluation on InsurTech (test)
53.03DPDFT-Transformer + CAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FT-Transformer + CARCounterfactual Attention Regularization=Yes2026.04 | 53.03 | 55.97 | 9.38 | 55.39 | |
| FCorrTransformer + CARCounterfactual Attention Regularization=Yes2026.04 | 59.47 | 0 | 0 | 0 | |
| FCorrTransformerCounterfactual Attention Regularization=No2026.04 | 113.62 | 92.76 | 19.23 | 90.51 | |
| FT-TransformerCounterfactual Attention Regularization=No2026.04 | 140.32 | 187.49 | 32.63 | 181.33 |