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Distributional Fit of Potential Outcomes on ACIC16 (out-of-sample)
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0.42
Wasserstein Distance
PO-Flow
0.3776
0.6638
0.95
1.2362
May 21, 2025
Wasserstein Distance
Updated 3d ago
Evaluation Results
Method
Method
Links
Wasserstein Distance
PO-Flow
split=out-of-sample
2025.05
0.42
DiffPO
split=out-of-sample
2025.05
0.51
INFs
split=out-of-sample
2025.05
0.67
CEVAE
split=out-of-sample
2025.05
0.7
CFR
split=out-of-sample
2025.05
0.73
GANITE
split=out-of-sample
2025.05
0.86
S-learner
split=out-of-sample
2025.05
1.02
T-learner
split=out-of-sample
2025.05
1.48
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