Density estimation on Floods (test)
0.42NLLRiemannian flow matching
Evaluation results
| Method | Links | |
|---|---|---|
| Riemannian flow matchingFast inference=false, Number of steps=10002023.12 | 0.42 | |
| Riemannian diffusionFast inference=false, Number of steps=>1002023.12 | 0.43 | |
| Riemannian score-basedFast inference=false, Number of steps=~1002023.12 | 0.45 | |
| M-FFFFast inference=true2023.12 | 0.51 | |
| Moser flowFast inference=false, Number of steps=~1002023.12 | 0.57 | |
| Stereographic score-basedFast inference=false, Number of steps=~1002023.12 | 0.59 | |
| Mixture of KentFast inference=true2023.12 | 0.73 | |
| Riemannian CNFFast inference=false, Number of steps=~1002023.12 | 1.11 |