Individual Treatment Effect Estimation on Online Gaming Product Dataset (out-of-sample)
7.69Epsilon PEHEPIPCFR (MMD)
Evaluation Results
| Method | Links | |
|---|---|---|
| PIPCFR (MMD)Learner Category=Ours2025.12 | 7.69 | |
| PIPCFR (WASS)Learner Category=Ours2025.12 | 7.69 | |
| CFRNet(MMD)Learner Category=Rep. Learners2025.12 | 7.81 | |
| CFRNet(WASS)Learner Category=Rep. Learners2025.12 | 7.84 | |
| TARNetLearner Category=Rep. Learners2025.12 | 7.85 | |
| DragonnetLearner Category=PS. Learner2025.12 | 7.95 | |
| Causal ForestLearner Category=Tree Learners2025.12 | 8.12 | |
| PerfectMatchLearner Category=Matching2025.12 | 8.27 | |
| PerfectMatch+SLearner Category=Matching2025.12 | 8.27 | |
| XLearnerLearner Category=Meta Learners2025.12 | 9.22 | |
| DRCFRLearner Category=Rep. Learners2025.12 | 9.49 | |
| ESCFRLearner Category=Rep. Learners2025.12 | 9.84 | |
| PairNet+SLearner Category=Matching2025.12 | 11.5 | |
| PairNetLearner Category=Matching2025.12 | 11.7 | |
| RLearnerLearner Category=Meta Learners2025.12 | 11.78 | |
| DRLearnerLearner Category=Meta Learners2025.12 | 45.33 |