CATE Estimator Ranking on ACIC Setting C (m=0.9) 2016 benchmark leaderboard · SOTA2 Research

CATE Estimator Ranking on ACIC Setting C (m=0.9) 2016

0.96Rank CorrelationPlug-R

Evaluation Results

Method	Links
Plug-R2024.02		0.96
Plug-S2024.02		0.91
Plug-PS2024.02		0.91
Plug-X2024.02		0.85
Plug-U2024.02		0.83
Pseudo-R2024.02		0.8
DRM2024.02		0.8
Plug-IPW2024.02		0.77
Plug-DR2024.02		0.73
Plug-RA2024.02		0.62
Pseudo-IF2024.02		0.62
Matching2024.02		0.6
Plug-T2024.02		0.59
Pseudo-DR2024.02		0.58
Fact2024.02		0.29
Random2024.02		0.24