CATE Estimation on ACIC 2016 (Out-sample)
0.82PEHEPO-Flow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PO-Flow2025.05 | 0.82 | — | |
| DiffPO2025.05 | 1.12 | — | |
| INFs2025.05 | 1.42 | — | |
| CEVAE2025.05 | 2.31 | — | |
| ESCFR2023.10 | 2.316 | 0.754 | |
| CFR2025.05 | 2.74 | — | |
| GANITE2025.05 | 3.11 | — | |
| C.Forest2023.10 | 3.196 | 0.709 | |
| CFR-WASS2023.10 | 3.207 | 0.669 | |
| TARNet2023.10 | 3.254 | 0.662 | |
| CFR-MMD2023.10 | 3.357 | 0.659 | |
| BNN2023.10 | 3.368 | 0.645 | |
| R.Forest2023.10 | 3.399 | 0.702 | |
| DR-learner2025.05 | 3.51 | — | |
| T.Learner2023.10 | 3.566 | 0.632 | |
| S.Learner2023.10 | 3.636 | 0.627 | |
| S-learner2025.05 | 3.87 | — | |
| O.Forest2023.10 | 4.148 | 0.699 | |
| OLS2023.10 | 4.34 | 0.496 | |
| PSM2023.10 | 5.094 | 0.745 | |
| T-learner2025.05 | 5.15 | — | |
| k-NN2023.10 | 5.892 | 0.507 |