Counterfactual Distribution Estimation on Colored MNIST a=4
20.44Mean Out-Sample W2RA
Evaluation Results
| Method | Links | |
|---|---|---|
| RAGenerative Model=CDMs2025.09 | 20.44 | |
| GDRGenerative Model=CGANs2025.09 | 20.55 | |
| GDRGenerative Model=CDMs2025.09 | 20.6 | |
| Plug-inGenerative Model=CDMs2025.09 | 20.7 | |
| RAGenerative Model=CGANs2025.09 | 21.35 | |
| Plug-inGenerative Model=CGANs2025.09 | 21.86 | |
| IPTWGenerative Model=CGANs2025.09 | 23.26 | |
| GDRGenerative Model=CVAEs2025.09 | 24.21 | |
| IPTWGenerative Model=CVAEs2025.09 | 27.43 | |
| RAGenerative Model=CVAEs2025.09 | 28.2 | |
| IPTWGenerative Model=CDMs2025.09 | 29.48 | |
| GDRGenerative Model=CNFs2025.09 | 32.55 | |
| RAGenerative Model=CNFs2025.09 | 40.16 | |
| Plug-inGenerative Model=CNFs2025.09 | 45.53 | |
| Plug-inGenerative Model=CVAEs2025.09 | 45.72 | |
| IPTWGenerative Model=CNFs2025.09 | 67.06 |