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Causal Effect Estimation on ACIC out-of-sample 2018
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Top-1 % PEHE Error
S-learner
-1.3332
7.6659
16.665
25.6641
May 7, 2026
Top-1 % PEHE Error
Top-3 % PEHE Error
Top-1 % ATE Error
Top-3 % ATE Error
Updated 26d ago
Evaluation Results
Method
Method
Links
Top-1 % PEHE Error
Top-3 % PEHE Error
Top-1 % ATE Error
Top-3 % ATE Error
S-learner
2026.05
0
4.17
0
4.17
T-learner
2026.05
0
4.17
0
4.17
CF
2026.05
0
4.17
0
4.17
CEVAE
2026.05
0
16.67
4.17
8.33
DR-learner
2026.05
4.17
25
0
16.67
POflow
2026.05
4.17
12.5
4.17
20.83
GANITE
2026.05
8.33
66.67
8.33
45.83
CFRW
2026.05
25
29.17
4.17
37.5
DiffPO
2026.05
25
62.5
20.83
66.67
Repflow
2026.05
33.33
79.17
58.33
87.5
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