CATE Estimation on ACIC 2016 (In-sample)
2.252PEHEESCFR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ESCFR2023.10 | 2.252 | 0.796 | — | |
| CFR-WASS2023.10 | 3.128 | 0.873 | — | |
| CFR-MMD2023.10 | 3.182 | 0.871 | — | |
| TARNet2023.10 | 3.236 | 0.886 | — | |
| BNN2023.10 | 3.345 | 0.882 | — | |
| T.Learner2023.10 | 3.429 | 0.846 | — | |
| C.Forest2023.10 | 3.449 | 0.717 | — | |
| S.Learner2023.10 | 3.572 | 0.905 | — | |
| R.Forest2023.10 | 3.597 | 0.902 | — | |
| OLS2023.10 | 3.749 | 0.843 | — | |
| PSM2023.10 | 5.228 | 0.884 | — | |
| k-NN2023.10 | 5.605 | 0.892 | — | |
| O.Forest2023.10 | 8.094 | 0.744 | — | |
| CEVAE2025.05 | — | — | 2.06 | |
| CFR2025.05 | — | — | 2.8 | |
| DiffPO2025.05 | — | — | 0.91 | |
| DR-learner2025.05 | — | — | 3.04 | |
| GANITE2025.05 | — | — | 3.02 | |
| INFs2025.05 | — | — | 1.37 | |
| PO-Flow2025.05 | — | — | 0.76 | |
| S-learner2025.05 | — | — | 3.81 | |
| T-learner2025.05 | — | — | 5.02 |