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Benchmarks
Distributional Fit of Potential Outcomes on ACIC 2018 (out-of-sample)
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0.12
Wasserstein Distance
PO-Flow
0.0776
0.3638
0.65
0.9362
May 21, 2025
Wasserstein Distance
Updated 3d ago
Evaluation Results
Method
Method
Links
Wasserstein Distance
PO-Flow
split=out-of-sample
2025.05
0.12
DiffPO
split=out-of-sample
2025.05
0.13
INFs
split=out-of-sample
2025.05
0.16
S-learner
split=out-of-sample
2025.05
0.49
CFR
split=out-of-sample
2025.05
0.9
T-learner
split=out-of-sample
2025.05
1
CEVAE
split=out-of-sample
2025.05
1.02
GANITE
split=out-of-sample
2025.05
1.18
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