Multivariate Time Series Forecasting on Multi100 720 (test)
0.038MSEDLinear
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DLinearInput length (LI)=best of {336, 720}2024.03 | 0.038 | 0.148 | |
| ARMInput length (LI)=7202024.03 | 0.04 | 0.154 | |
| CATS (2L)Input length (LI)=7202024.03 | 0.045 | 0.168 | |
| RepeatStrategy=last-value repeat (naive)2024.03 | 0.045 | 0.165 | |
| PatchTSTInput length (LI)=best of {336, 720}2024.03 | 0.046 | 0.165 | |
| FEDformerInput length (LI)=best of {336, 720}2024.03 | 0.114 | 0.267 | |
| InformerInput length (LI)=best of {336, 720}2024.03 | 0.243 | 0.424 | |
| AutoformerInput length (LI)=best of {336, 720}2024.03 | 0.356 | 0.536 |