ResearchBenchmarksTreatment Effect Estimation on DW DataTreatment Effect Estimation on DW DataFollow2,555.009Average Treatment Effect (ATE)DragonNet713.38221,191.496851,669.61152,147.72615Apr 25, 2026Evaluation resultsMethodMethodLinksAverage Treatment Effect (ATE)ATE BiasPooled ATEPooled ATE Bias95% CI WidthDragonNet2026.042,555.009—1,628.595—-17.16X-Learner2026.042,216.231—1,754.876—210.45TARNet2026.041,568.681—1,640.669—8.57IPW2026.041,067.148———-2,277.8MOCA2026.04852.52—672.201—-388.15AIPW2026.04784.214———-1,746.59