Counterfactual Distribution Estimation on Colored MNIST a=1
17.62Mean Out-Sample W2RA
Evaluation Results
| Method | Links | |
|---|---|---|
| RAGenerative Model=CGANs2025.09 | 17.62 | |
| GDRGenerative Model=CGANs2025.09 | 17.94 | |
| GDRGenerative Model=CVAEs2025.09 | 18.89 | |
| Plug-inGenerative Model=CGANs2025.09 | 19.65 | |
| RAGenerative Model=CVAEs2025.09 | 22 | |
| IPTWGenerative Model=CGANs2025.09 | 22.53 | |
| GDRGenerative Model=CDMs2025.09 | 24.73 | |
| Plug-inGenerative Model=CDMs2025.09 | 24.95 | |
| IPTWGenerative Model=CVAEs2025.09 | 25.79 | |
| RAGenerative Model=CDMs2025.09 | 26.51 | |
| GDRGenerative Model=CNFs2025.09 | 29.03 | |
| IPTWGenerative Model=CDMs2025.09 | 37.43 | |
| RAGenerative Model=CNFs2025.09 | 37.99 | |
| Plug-inGenerative Model=CVAEs2025.09 | 41.65 | |
| Plug-inGenerative Model=CNFs2025.09 | 49.15 | |
| IPTWGenerative Model=CNFs2025.09 | 73.84 |