Causal Effect Estimation on ACIC out-of-sample 2018 benchmark leaderboard · SOTA2 Research

Causal Effect Estimation on ACIC out-of-sample 2018

0Top-1 % PEHE ErrorS-learner

Evaluation Results

Method	Links
S-learner2026.05		0	4.17	0	4.17
T-learner2026.05		0	4.17	0	4.17
CF2026.05		0	4.17	0	4.17
CEVAE2026.05		0	16.67	4.17	8.33
DR-learner2026.05		4.17	25	0	16.67
POflow2026.05		4.17	12.5	4.17	20.83
GANITE2026.05		8.33	66.67	8.33	45.83
CFRW2026.05		25	29.17	4.17	37.5
DiffPO2026.05		25	62.5	20.83	66.67
Repflow2026.05		33.33	79.17	58.33	87.5