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Benchmarks
Conditional Average Treatment Effect Estimation on Simulated Dataset Non-linear n=100 S2 (test)
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-0.166
CATE Bias Mean
MOCA-OneWay
-0.1858
-0.05215
0.0815
0.21515
Apr 25, 2026
CATE Bias Mean
CATE Bias SD
CATE RMSE Mean
Updated 1mo ago
Evaluation Results
Method
Method
Links
CATE Bias Mean
CATE Bias SD
CATE RMSE Mean
MOCA-OneWay
testing sample size=100
2026.04
-0.166
0.697
2.328
DragonNet
testing sample size=100
2026.04
0.022
0.354
1.686
TARNet
testing sample size=100
2026.04
0.069
0.372
1.684
MOCA-TwoWay
testing sample size=100
2026.04
0.097
0.587
2.258
X-Learner
testing sample size=100
2026.04
0.329
0.592
2.406
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