Share your thoughts, 1 month free Claude Pro on usSee more

Conditional Average Treatment Effect Estimation on Simulation study n=250

0.19RMSE

CFACE

Updated 1mo ago

Evaluation Results

Method	Links
CFACE 2025.07		0.19
QR-learner 2025.07		0.19
Combined learner 2025.07		0.19
QR-learner 2025.07		0.23
Combined learner 2025.07		0.23
CFACE 2025.07		0.24
DR-learner 2025.07		0.27
QR-learner 2025.07		0.27
Combined learner 2025.07		0.27
DR-learner 2025.07		0.28
DR-learner 2025.07		0.28
CFACE 2025.07		0.28
QR-learner 2025.07		0.28
QR-learner 2025.07		0.29
Combined learner 2025.07		0.29
Combined learner 2025.07		0.29
CFACE 2025.07		0.3
Predict ATE 2025.07		0.31
Predict ATE 2025.07		0.31
Predict ATE 2025.07		0.31
Predict ATE 2025.07		0.31
Predict ATE 2025.07		0.31
Predict ATE 2025.07		0.31
DR-learner 2025.07		0.32
DR-learner 2025.07		0.32
DR-learner 2025.07		0.32
QR-learner 2025.07		0.32
Combined learner 2025.07		0.32
Pooled T-learner 2025.07		0.33
CFACE 2025.07		0.34
CFACE 2025.07		0.36
R-OSCAR 2025.07		0.37
R-OSCAR 2025.07		0.41
Pooled T-learner 2025.07		0.47
Pooled T-learner 2025.07		0.48
Pooled T-learner 2025.07		0.52
R-OSCAR 2025.07		0.52
T-learner 2025.07		0.55
T-learner 2025.07		0.55
T-learner 2025.07		0.55
T-learner 2025.07		0.55
T-learner 2025.07		0.55
T-learner 2025.07		0.55
R-OSCAR 2025.07		0.58
Pooled T-learner 2025.07		0.6
Pooled T-learner 2025.07		0.6
R-OSCAR 2025.07		0.6
R-OSCAR 2025.07		0.6
KSP 2025.07		0.71
KSP 2025.07		0.71
KSP 2025.07		0.72
KSP 2025.07		0.76
KSP 2025.07		0.77
KSP 2025.07		0.77