Density estimation on Earthquakes NGDC/WDS, 2022a (test)
-0.4Negative Log-LikelihoodRiemannian diffusion
Evaluation results
| Method | Links | |
|---|---|---|
| Riemannian diffusionFast inference=false, Number of steps=>1002023.12 | -0.4 | |
| Riemannian flow matchingFast inference=false, Number of steps=10002023.12 | -0.28 | |
| M-FFFFast inference=true2023.12 | -0.23 | |
| Stereographic score-basedFast inference=false, Number of steps=~1002023.12 | -0.19 | |
| Riemannian score-basedFast inference=false, Number of steps=~1002023.12 | -0.19 | |
| Moser flowFast inference=false, Number of steps=~1002023.12 | -0.16 | |
| Riemannian CNFFast inference=false, Number of steps=~1002023.12 | 0.14 | |
| Mixture of KentFast inference=true2023.12 | 0.33 |