Multivariate Time Series Forecasting on Traffic 96
0.347MSECATS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATSInput Length (LI)=720, Number of Layers=2L2024.03 | 0.347 | 0.243 | |
| ARMInput Length (LI)=7202024.03 | 0.356 | 0.247 | |
| PatchTSTInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.36 | 0.249 | |
| DLinearInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.41 | 0.282 | |
| FEDformerInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.587 | 0.366 | |
| AutoformerInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.613 | 0.388 | |
| InformerInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.719 | 0.391 | |
| RepeatStrategy=Last-value repeat2024.03 | 2.723 | 1.079 |