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Causal Effect Estimation on ACIC in-sample 2018
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37.5
TOP1 % (PEHE sqrt)
Repflow
-1.5
8.625
18.75
28.875
May 7, 2026
TOP1 % (PEHE sqrt)
TOP3 % (PEHE sqrt)
TOP1 % (ATE)
TOP3 % (ATE)
Updated 26d ago
Evaluation Results
Method
Method
Links
TOP1 % (PEHE sqrt)
TOP3 % (PEHE sqrt)
TOP1 % (ATE)
TOP3 % (ATE)
Repflow
2026.05
37.5
66.67
41.67
62.5
DiffPO
2026.05
20.83
50
25
58.33
CFRW
2026.05
12.5
33.33
4.17
37.5
POflow
2026.05
12.5
16.67
8.33
29.17
DR-learner
2026.05
8.33
33.33
0
12.5
GANITE
2026.05
8.33
58.33
8.33
33.33
S-learner
2026.05
0
4.17
0
4.17
T-learner
2026.05
0
8.33
0
8.33
CF
2026.05
0
8.33
12.5
37.5
CEVAE
2026.05
0
20.83
0
16.67
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