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Conditional Average Treatment Effect Estimation on Linear design N1=500

0.07sqrt(PEHE)

GP-CATE

Updated 1mo ago

Evaluation Results

Method	Links
GP-CATE 2026.05		0.07
X-Learner 2026.05		0.11
GP-CATE 2026.05		0.13
BART 2026.05		0.15
Causal Forest 2026.05		0.16
S-Learner 2026.05		0.18
DR-Learner (unweighted) 2026.05		0.18
BART 2026.05		0.2
X-Learner 2026.05		0.23
BART 2026.05		0.23
S-Learner 2026.05		0.24
Causal Forest 2026.05		0.24
T-Learner 2026.05		0.27
GP-CATE 2026.05		0.29
Causal Forest 2026.05		0.31
S-Learner 2026.05		0.36
T-Learner 2026.05		0.37
T-Learner 2026.05		0.46
DR-Learner (unweighted) 2026.05		0.49
X-Learner 2026.05		0.58
DR-Learner (unweighted) 2026.05		0.63