Multivariate Time Series Forecasting on Multi50 720 (test)
0.037MSEDLinear
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DLinearInput length (LI)=best of {336, 720}2024.03 | 0.037 | 0.146 | |
| ARMInput length (LI)=7202024.03 | 0.04 | 0.155 | |
| CATS (2L)Input length (LI)=7202024.03 | 0.042 | 0.157 | |
| RepeatStrategy=last-value repeat (naive)2024.03 | 0.044 | 0.165 | |
| PatchTSTInput length (LI)=best of {336, 720}2024.03 | 0.046 | 0.165 | |
| FEDformerInput length (LI)=best of {336, 720}2024.03 | 0.12 | 0.275 | |
| AutoformerInput length (LI)=best of {336, 720}2024.03 | 0.166 | 0.348 | |
| InformerInput length (LI)=best of {336, 720}2024.03 | 0.203 | 0.377 |