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ResearchFormerly WizWand

Counterfactual Distribution Estimation on Colored MNIST a=2

18.23Mean Out-Sample W2GDR
16.470828.345440.2252.0946Sep 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GDRGenerative Model=CDMs2025.0918.23
Plug-inGenerative Model=CDMs2025.0918.44
RAGenerative Model=CDMs2025.0918.92
GDRGenerative Model=CGANs2025.0921.33
Plug-inGenerative Model=CGANs2025.0924.08
IPTWGenerative Model=CGANs2025.0924.24
RAGenerative Model=CGANs2025.0924.56
IPTWGenerative Model=CDMs2025.0925.88
GDRGenerative Model=CVAEs2025.0928.28
IPTWGenerative Model=CVAEs2025.0928.6
RAGenerative Model=CVAEs2025.0933.24
GDRGenerative Model=CNFs2025.0933.74
RAGenerative Model=CNFs2025.0939.93
Plug-inGenerative Model=CNFs2025.0942.69
Plug-inGenerative Model=CVAEs2025.0949.02
IPTWGenerative Model=CNFs2025.0962.21