Probabilistic Multi-Step Forecasting on Navier-Stokes flow 221 x 42 grid (test)
0.067CRPSDYffusion
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DYffusionTraining horizon (h)=162023.06 | 0.067 | 0.022 | 0.877 | |
| DropoutTraining horizon (h)=162023.06 | 0.078 | 0.028 | 0.715 | |
| PerturbationTraining horizon (h)=162023.06 | 0.09 | 0.027 | 0.448 | |
| MCVDTraining horizon (h)=42023.06 | 0.154 | 0.07 | 0.524 | |
| DDPMTraining horizon (h)=12023.06 | 0.18 | 0.105 | 0.573 |