Average Treatment Effect Estimation on Simulation Hidden confounding scenario sample size 100 (test)
1.687ATE Bias (Mean)MOCA-OneWay
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MOCA-OneWay2026.04 | 1.687 | 1.701 | 0.62 | 1.687 | |
| MOCA-TwoWay2026.04 | 2.041 | 2.131 | 0.813 | 2.041 | |
| TARNet2026.04 | 2.144 | 2.138 | 0.391 | 2.144 | |
| DragonNet2026.04 | 2.146 | 2.285 | 0.482 | 2.146 | |
| AIPW2026.04 | 2.266 | 2.495 | 0.904 | 2.354 | |
| X-Learner2026.04 | 2.284 | 2.288 | 0.472 | 2.284 | |
| IPW2026.04 | 2.688 | 2.652 | 1.164 | 2.688 |