Probabilistic multivariate time series forecasting on Solar (test)
0.293CRPSTimeGrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeGradinput length=168, timesteps T=20, inference samples=1002025.05 | 0.293 | 7.378 | |
| NsDiffinput length=168, timesteps T=20, inference samples=1002025.05 | 0.3 | 6.82 | |
| TMDMinput length=168, timesteps T=20, inference samples=1002025.05 | 0.35 | 9.342 | |
| CSDIinput length=168, timesteps T=20, inference samples=1002025.05 | 0.432 | 9.957 | |
| DiffusionTSinput length=168, timesteps T=20, inference samples=1002025.05 | 0.47 | 6.627 | |
| TimeDiffinput length=168, timesteps T=20, inference samples=1002025.05 | 0.7 | 14.914 |