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ResearchFormerly WizWand

Counterfactual Distribution Estimation on Colored MNIST a=4

20.44Mean Out-Sample W2RA
18.575231.162643.7556.3374Sep 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
RAGenerative Model=CDMs2025.0920.44
GDRGenerative Model=CGANs2025.0920.55
GDRGenerative Model=CDMs2025.0920.6
Plug-inGenerative Model=CDMs2025.0920.7
RAGenerative Model=CGANs2025.0921.35
Plug-inGenerative Model=CGANs2025.0921.86
IPTWGenerative Model=CGANs2025.0923.26
GDRGenerative Model=CVAEs2025.0924.21
IPTWGenerative Model=CVAEs2025.0927.43
RAGenerative Model=CVAEs2025.0928.2
IPTWGenerative Model=CDMs2025.0929.48
GDRGenerative Model=CNFs2025.0932.55
RAGenerative Model=CNFs2025.0940.16
Plug-inGenerative Model=CNFs2025.0945.53
Plug-inGenerative Model=CVAEs2025.0945.72
IPTWGenerative Model=CNFs2025.0967.06