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Average Treatment Effect Estimation on Simulation Hidden confounding (test)
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2.323
ATE Bias (Mean)
TARNet
2.31712
2.35681
2.3965
2.43619
Apr 25, 2026
ATE Bias (Mean)
ATE Bias (Median)
ATE Bias (SD)
ATE RMSE (Mean)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ATE Bias (Mean)
ATE Bias (Median)
ATE Bias (SD)
ATE RMSE (Mean)
TARNet
Testing sample size=1000
2026.04
2.323
2.361
0.188
2.323
DragonNet
Testing sample size=1000
2026.04
2.368
2.386
0.188
2.368
MOCA-TwoWay
Testing sample size=1000
2026.04
2.369
2.377
0.156
2.369
X-Learner
Testing sample size=1000
2026.04
2.374
2.388
0.181
2.374
MOCA-OneWay
Testing sample size=1000
2026.04
2.417
2.439
0.166
2.417
IPW
Testing sample size=1000
2026.04
2.419
2.379
0.319
2.419
AIPW
Testing sample size=1000
2026.04
2.47
2.47
0.194
2.47
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