List your company
ResearchFormerly WizWand

Counterfactual Distribution Estimation on Colored MNIST a=3

18.39Mean Out-Sample W2GDR
16.641228.445640.2552.0544Sep 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GDRGenerative Model=CDMs2025.0918.39
Plug-inGenerative Model=CDMs2025.0919.21
RAGenerative Model=CDMs2025.0919.59
GDRGenerative Model=CGANs2025.0921.24
RAGenerative Model=CGANs2025.0921.99
Plug-inGenerative Model=CGANs2025.0922.67
IPTWGenerative Model=CGANs2025.0923.13
GDRGenerative Model=CVAEs2025.0925.94
IPTWGenerative Model=CDMs2025.0926.36
IPTWGenerative Model=CVAEs2025.0926.95
RAGenerative Model=CVAEs2025.0930.78
GDRGenerative Model=CNFs2025.0931.98
RAGenerative Model=CNFs2025.0938.11
Plug-inGenerative Model=CNFs2025.0939.51
Plug-inGenerative Model=CVAEs2025.0947.01
IPTWGenerative Model=CNFs2025.0962.11