CATE estimation on Front-door adjustment setting
0.847PEHECausalFM
Evaluation results
| Method | Links | |
|---|---|---|
| CausalFM2025.06 | 0.847 | |
| Plug-in front-door learnerLearner type=NN2025.06 | 0.889 | |
| Plug-in front-door learnerLearner type=Linear2025.06 | 1.124 | |
| DoPFN2025.06 | 1.274 | |
| Plug-in front-door learnerLearner type=RF2025.06 | 1.364 |