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ResearchFormerly WizWand

Counterfactual Distribution Estimation on Colored MNIST a=1

17.62Mean Out-Sample W2RA
15.371230.550645.7360.9094Sep 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
RAGenerative Model=CGANs2025.0917.62
GDRGenerative Model=CGANs2025.0917.94
GDRGenerative Model=CVAEs2025.0918.89
Plug-inGenerative Model=CGANs2025.0919.65
RAGenerative Model=CVAEs2025.0922
IPTWGenerative Model=CGANs2025.0922.53
GDRGenerative Model=CDMs2025.0924.73
Plug-inGenerative Model=CDMs2025.0924.95
IPTWGenerative Model=CVAEs2025.0925.79
RAGenerative Model=CDMs2025.0926.51
GDRGenerative Model=CNFs2025.0929.03
IPTWGenerative Model=CDMs2025.0937.43
RAGenerative Model=CNFs2025.0937.99
Plug-inGenerative Model=CVAEs2025.0941.65
Plug-inGenerative Model=CNFs2025.0949.15
IPTWGenerative Model=CNFs2025.0973.84