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Distributional Fit of Potential Outcomes on IHDP (out-of-sample)
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0.4
Wasserstein Distance
INFs
0.3792
0.5196
0.66
0.8004
May 21, 2025
Wasserstein Distance
Updated 3d ago
Evaluation Results
Method
Method
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Wasserstein Distance
INFs
split=out-of-sample
2025.05
0.4
PO-Flow
split=out-of-sample
2025.05
0.41
CFR
split=out-of-sample
2025.05
0.56
CEVAE
split=out-of-sample
2025.05
0.76
GANITE
split=out-of-sample
2025.05
0.82
S-learner
split=out-of-sample
2025.05
0.85
DiffPO
split=out-of-sample
2025.05
0.88
T-learner
split=out-of-sample
2025.05
0.92
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