Conditional Average Treatment Effect (CATE) estimation on 10 Synthetic Datasets
0.515PEHECausalFM
Evaluation Results
| Method | Links | |
|---|---|---|
| CausalFMmodel type=Foundation Model, requires retraining=false2025.06 | 0.515 | |
| CausalPFNmodel type=Foundation Model2025.06 | 0.557 | |
| X-learner2025.06 | 0.563 | |
| DoPFNmodel type=Foundation Model2025.06 | 0.586 | |
| RA-learner2025.06 | 0.609 | |
| T-learner2025.06 | 0.661 | |
| S-learner2025.06 | 0.734 | |
| DR-learner2025.06 | 0.765 | |
| TARNet2025.06 | 0.854 |