Individual Treatment Effect (ITE) Estimation on NEWS (in)
0.25PEHEPIPCFR (WASS)
Evaluation results
| Method | Links | |
|---|---|---|
| PIPCFR (WASS)Method Category=Ours, Variant=WASS2025.12 | 0.25 | |
| PIPCFR (MMD)Method Category=Ours, Variant=MMD2025.12 | 0.3 | |
| DragonNetMethod Category=PS. Learner2025.12 | 0.49 | |
| TARNetMethod Category=Rep. Learners2025.12 | 0.69 | |
| CFRNet(WASS)Method Category=Rep. Learners2025.12 | 0.81 | |
| DRCFRMethod Category=Rep. Learners2025.12 | 0.84 | |
| CFRNet(MMD)Method Category=Rep. Learners2025.12 | 0.84 | |
| PerfectMatch+SMethod Category=Matching, incorporate post-treatment variables S=true2025.12 | 0.94 | |
| PairNetMethod Category=Matching2025.12 | 0.95 | |
| PerfectMatchMethod Category=Matching2025.12 | 0.96 | |
| PairNet+SMethod Category=Matching, incorporate post-treatment variables S=true2025.12 | 0.98 | |
| XLearnerMethod Category=Meta Learners2025.12 | 1.09 | |
| RLearnerMethod Category=Meta Learners2025.12 | 1.33 | |
| Causal ForestMethod Category=Tree Learners2025.12 | 1.39 | |
| ESCFRMethod Category=Rep. Learners2025.12 | 1.78 | |
| DRLearnerMethod Category=Meta Learners2025.12 | 4.51 |