CATE Estimation on IHDP (Out-sample)
0.45PEHEPO-Flow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PO-Flow2025.05 | 0.45 | — | |
| CFR2025.05 | 0.78 | — | |
| DiffPO2025.05 | 0.84 | — | |
| S-learner2025.05 | 0.93 | — | |
| INFs2025.05 | 0.95 | — | |
| DR-learner2025.05 | 1.28 | — | |
| ESCFR2023.10 | 1.282 | 0.719 | |
| T-learner2025.05 | 1.31 | — | |
| CEVAE2025.05 | 1.43 | — | |
| CFR-WASS2023.10 | 1.704 | 0.715 | |
| TARNet2023.10 | 1.788 | 0.711 | |
| CFR-MMD2023.10 | 1.791 | 0.71 | |
| BNN2023.10 | 1.806 | 0.711 | |
| GANITE2025.05 | 2.4 | — | |
| T.Learner2023.10 | 2.73 | 0.707 | |
| S.Learner2023.10 | 3.038 | 0.702 | |
| O.Forest2023.10 | 3.136 | 0.702 | |
| k-NN2023.10 | 4.319 | 0.668 | |
| C.Forest2023.10 | 4.486 | 0.695 | |
| PSM2023.10 | 4.634 | 0.681 | |
| R.Forest2023.10 | 4.671 | 0.661 | |
| OLS2023.10 | 5.674 | 0.492 |