ResearchBenchmarksAverage Treatment Effect (ATE) Estimation Accuracy on IHDP DataAverage Treatment Effect (ATE) Estimation Accuracy on IHDP DataFollow3.325ATEAIPW3.103364.599436.09557.59157Apr 25, 2026Evaluation resultsMethodMethodLinksATEATE BiasPooled ATE EstimatePooled ATE Bias95% CI Lower BoundAIPW2026.043.325-0.63——1.8TARNet2026.043.756-0.1993.833-0.1333.41X-Learner2026.043.861-0.0943.905-0.0613.72DragonNet2026.043.874-0.0814.0930.1273.7MOCA2026.043.9610.0063.9910.0253.69IPW2026.048.8664.911——0.6