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Conditional Average Treatment Effect Estimation on Simulated Dataset Linear, n=100 S2 (test)
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0.014
Mean CATE Bias
X-Learner
0.00712
0.05356
0.1
0.14644
Apr 25, 2026
Mean CATE Bias
CATE Bias SD
Mean CATE RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean CATE Bias
CATE Bias SD
Mean CATE RMSE
X-Learner
testing sample size=100
2026.04
0.014
0.301
0.577
MOCA-OneWay
testing sample size=100
2026.04
0.027
0.538
2.184
TARNet
testing sample size=100
2026.04
0.138
0.387
1.037
DragonNet
testing sample size=100
2026.04
0.177
0.411
1.089
MOCA-TwoWay
testing sample size=100
2026.04
0.186
0.506
1.986
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