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Potential Outcome Estimation on ACIC out-of-sample 2018
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0.05
RMSE
PO-Flow
-0.0164
0.4318
0.88
1.3282
May 21, 2025
RMSE
Updated 3d ago
Evaluation Results
Method
Method
Links
RMSE
PO-Flow
validation=10-fold cro...
2025.05
0.05
PO-Flow
selection_strategy=mos...
2025.05
0.54
S-learner
validation=10-fold cro...
2025.05
0.57
S-learner
validation=10-fold cro...
2025.05
0.57
DiffPO
validation=10-fold cro...
2025.05
0.59
PO-Flow
validation=10-fold cro...
2025.05
0.6
DiffPO
validation=10-fold cro...
2025.05
0.65
GANITE
validation=10-fold cro...
2025.05
0.7
INFs
validation=10-fold cro...
2025.05
0.78
INFs
validation=10-fold cro...
2025.05
0.78
DiffPO
validation=10-fold cro...
2025.05
0.79
CEVAE
validation=10-fold cro...
2025.05
0.85
CEVAE
validation=10-fold cro...
2025.05
0.85
GANITE
validation=10-fold cro...
2025.05
0.97
GANITE
validation=10-fold cro...
2025.05
0.97
CFR
validation=10-fold cro...
2025.05
0.98
CFR
validation=10-fold cro...
2025.05
0.98
T-learner
validation=10-fold cro...
2025.05
1.71
T-learner
validation=10-fold cro...
2025.05
1.71
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