CATE Estimation on IHDP (In-sample)
0.41PEHEPO-Flow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PO-Flow2025.05 | 0.41 | — | |
| ESCFR2023.10 | 0.502 | 0.665 | |
| CFR-WASS2023.10 | 0.657 | 0.656 | |
| BNN2023.10 | 0.709 | 0.654 | |
| CFR2025.05 | 0.73 | — | |
| TARNet2023.10 | 0.749 | 0.654 | |
| CFR-MMD2023.10 | 0.777 | 0.655 | |
| DiffPO2025.05 | 0.79 | — | |
| INFs2025.05 | 0.9 | — | |
| S-learner2025.05 | 0.92 | — | |
| DR-learner2025.05 | 1.03 | — | |
| T-learner2025.05 | 1.24 | — | |
| CEVAE2025.05 | 1.41 | — | |
| T.Learner2023.10 | 1.567 | 0.651 | |
| S.Learner2023.10 | 1.706 | 0.633 | |
| GANITE2025.05 | 1.9 | — | |
| k-NN2023.10 | 2.208 | 0.725 | |
| O.Forest2023.10 | 2.605 | 0.664 | |
| R.Forest2023.10 | 2.635 | 0.736 | |
| PSM2023.10 | 3.219 | 0.74 | |
| OLS2023.10 | 3.856 | 0.652 | |
| C.Forest2023.10 | 4.018 | 0.643 |