CATE Estimator Ranking on ACIC Setting A (p=0.1) 2016 benchmark leaderboard · SOTA2 Research

CATE Estimator Ranking on ACIC Setting A (p=0.1) 2016

0.96Rank CorrelationPlug-R

Evaluation Results

Method	Links
Plug-R2024.02		0.96
Plug-S2024.02		0.95
Plug-PS2024.02		0.95
Plug-X2024.02		0.94
Pseudo-R2024.02		0.87
DRM2024.02		0.8
Plug-IPW2024.02		0.71
Plug-U2024.02		0.7
Plug-DR2024.02		0.63
Plug-T2024.02		0.54
Plug-RA2024.02		0.54
Pseudo-DR2024.02		0.53
Pseudo-IF2024.02		0.52
Matching2024.02		0.51
Fact2024.02		0.36
Random2024.02		0.26