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Benchmarks
Conditional distribution estimation on IHDP100 a=0 (out-sample)
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0.034
W2
RA
0.00032
0.22766
0.455
0.68234
Sep 26, 2025
W2
Updated 1mo ago
Evaluation Results
Method
Method
Links
W2
RA
Generative model=CNFs
2025.09
0.034
RA
Generative model=CDMs
2025.09
0.04
Plug-in
Generative model=CDMs
2025.09
0.042
Plug-in
Generative model=CNFs
2025.09
0.046
GDR
Generative model=CDMs
2025.09
0.047
IPTW
Generative model=CDMs
2025.09
0.05
IPTW
Generative model=CNFs
2025.09
0.059
Plug-in
Generative model=CVAEs
2025.09
0.061
RA
Generative model=CVAEs
2025.09
0.076
GDR
Generative model=CNFs
2025.09
0.082
GDR
Generative model=CVAEs
2025.09
0.088
IPTW
Generative model=CVAEs
2025.09
0.132
Plug-in
Generative model=CGANs
2025.09
0.314
IPTW
Generative model=CGANs
2025.09
0.681
RA
Generative model=CGANs
2025.09
0.87
GDR
Generative model=CGANs
2025.09
0.876
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