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Potential Outcome Prediction on IHDP (out-of-sample)
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1.18
RMSE
CFR
1.1184
1.5342
1.95
2.3658
May 21, 2025
RMSE
Updated 3d ago
Evaluation Results
Method
Method
Links
RMSE
CFR
validation=10-fold cro...
2025.05
1.18
PO-Flow
validation=10-fold cro...
2025.05
1.19
INFs
validation=10-fold cro...
2025.05
1.2
CEVAE
validation=10-fold cro...
2025.05
1.36
DiffPO
validation=10-fold cro...
2025.05
1.4
S-learner
validation=10-fold cro...
2025.05
1.44
T-learner
validation=10-fold cro...
2025.05
1.49
GANITE
validation=10-fold cro...
2025.05
1.67
PO-Flow
validation=10-fold cro...
2025.05
1.69
DiffPO
validation=10-fold cro...
2025.05
1.85
GANITE
validation=10-fold cro...
2025.05
2.72
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