Probabilistic multi-step forecasting on SST 1/4° 2021 (test)
0.216CRPSMCVD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MCVDTraining horizon (h)=7, Time [s]=79.1672023.06 | 0.216 | 0.161 | 0.926 | |
| DYffusionTraining horizon (h)=7, Time [s]=4.67222023.06 | 0.224 | 0.173 | 1.033 | |
| DDPMTraining horizon (h)=7, Time [s]=0.30542023.06 | 0.246 | 0.177 | 0.674 | |
| DropoutTraining horizon (h)=7, Time [s]=0.42412023.06 | 0.267 | 0.164 | 0.406 | |
| PerturbationTraining horizon (h)=7, Time [s]=0.42412023.06 | 0.281 | 0.18 | 0.411 |