Conditional Distribution Estimation on IHDP100 a=1 (out-sample)
0.021W2 ScoreGDR
Evaluation Results
| Method | Links | |
|---|---|---|
| GDRGenerative model=CDMs2025.09 | 0.021 | |
| RAGenerative model=CDMs2025.09 | 0.024 | |
| Plug-inGenerative model=CDMs2025.09 | 0.025 | |
| RAGenerative model=CNFs2025.09 | 0.028 | |
| IPTWGenerative model=CDMs2025.09 | 0.033 | |
| Plug-inGenerative model=CNFs2025.09 | 0.04 | |
| IPTWGenerative model=CVAEs2025.09 | 0.062 | |
| GDRGenerative model=CNFs2025.09 | 0.069 | |
| IPTWGenerative model=CNFs2025.09 | 0.085 | |
| Plug-inGenerative model=CVAEs2025.09 | 0.089 | |
| GDRGenerative model=CVAEs2025.09 | 0.11 | |
| Plug-inGenerative model=CGANs2025.09 | 0.147 | |
| RAGenerative model=CVAEs2025.09 | 0.147 | |
| IPTWGenerative model=CGANs2025.09 | 0.164 | |
| RAGenerative model=CGANs2025.09 | 0.39 | |
| GDRGenerative model=CGANs2025.09 | 0.519 |