Average Treatment Effect Estimation on Simulation Linear scenario sample size 100 (test) benchmark leaderboard · SOTA2 Research

Average Treatment Effect Estimation on Simulation Linear scenario sample size 100 (test)

-0.184ATE Bias (Mean)IPW

Evaluation Results

Method	Links
IPW2026.04		-0.184	-0.311	1.274	0.977
X-Learner2026.04		0.001	0.003	0.078	0.059
MOCA-TwoWay2026.04		0.001	0.004	0.075	0.06
IPW2026.04		0.003	-0.054	0.619	0.47
MOCA-OneWay2026.04		0.004	0.009	0.112	0.088
TARNet2026.04		0.01	0.009	0.121	0.098
X-Learner2026.04		0.014	-0.007	0.301	0.239
DragonNet2026.04		0.017	0.016	0.165	0.137
MOCA-OneWay2026.04		0.027	0.04	0.538	0.449
AIPW2026.04		0.029	0.005	0.587	0.333
AIPW2026.04		0.031	0.049	0.171	0.127
TARNet2026.04		0.138	0.085	0.387	0.328
DragonNet2026.04		0.177	0.217	0.411	0.356
MOCA-TwoWay2026.04		0.186	0.132	0.506	0.421