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ResearchFormerly WizWand

Conditional Distribution Estimation on IHDP100 a=1 (out-sample)

0.021W2 ScoreGDR
0.001080.135540.270.40446Sep 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GDRGenerative model=CDMs2025.090.021
RAGenerative model=CDMs2025.090.024
Plug-inGenerative model=CDMs2025.090.025
RAGenerative model=CNFs2025.090.028
IPTWGenerative model=CDMs2025.090.033
Plug-inGenerative model=CNFs2025.090.04
IPTWGenerative model=CVAEs2025.090.062
GDRGenerative model=CNFs2025.090.069
IPTWGenerative model=CNFs2025.090.085
Plug-inGenerative model=CVAEs2025.090.089
GDRGenerative model=CVAEs2025.090.11
Plug-inGenerative model=CGANs2025.090.147
RAGenerative model=CVAEs2025.090.147
IPTWGenerative model=CGANs2025.090.164
RAGenerative model=CGANs2025.090.39
GDRGenerative model=CGANs2025.090.519