Probabilistic Multivariate Time Series Forecasting on Traffic (test)
0.378CRPSNsDiff
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NsDiffinput length=168, timesteps T=20, inference samples=1002025.05 | 0.378 | 3.601 | |
| TimeGradinput length=168, timesteps T=20, inference samples=1002025.05 | 0.407 | 4.581 | |
| TMDMinput length=168, timesteps T=20, inference samples=1002025.05 | 0.557 | 10.676 | |
| DiffusionTSinput length=168, timesteps T=20, inference samples=1002025.05 | 0.668 | 5.958 | |
| TimeDiffinput length=168, timesteps T=20, inference samples=1002025.05 | 0.771 | 15.439 | |
| CSDIinput length=168, timesteps T=20, inference samples=1002025.05 | 1.418 | 13.613 |