Individual Treatment Effect Estimation on NEWS (out)
0.44PEHEPIPCFR (WASS)
Evaluation results
| Method | Links | |
|---|---|---|
| PIPCFR (WASS)Method Category=Ours, Variant=WASS2025.12 | 0.44 | |
| PIPCFR (MMD)Method Category=Ours, Variant=MMD2025.12 | 0.46 | |
| DragonNetMethod Category=PS. Learner2025.12 | 0.61 | |
| TARNetMethod Category=Rep. Learners2025.12 | 0.76 | |
| CFRNet(MMD)Method Category=Rep. Learners2025.12 | 0.8 | |
| CFRNet(WASS)Method Category=Rep. Learners2025.12 | 0.85 | |
| DRCFRMethod Category=Rep. Learners2025.12 | 0.92 | |
| PerfectMatchMethod Category=Matching2025.12 | 1.05 | |
| PerfectMatch+SMethod Category=Matching, incorporate post-treatment variables S=true2025.12 | 1.06 | |
| PairNetMethod Category=Matching2025.12 | 1.11 | |
| XLearnerMethod Category=Meta Learners2025.12 | 1.12 | |
| PairNet+SMethod Category=Matching, incorporate post-treatment variables S=true2025.12 | 1.13 | |
| RLearnerMethod Category=Meta Learners2025.12 | 1.27 | |
| Causal ForestMethod Category=Tree Learners2025.12 | 1.4 | |
| ESCFRMethod Category=Rep. Learners2025.12 | 1.78 | |
| DRLearnerMethod Category=Meta Learners2025.12 | 3.82 |