Multivariate Time Series Forecasting on Multi20 336 (test)
0.015MSECATS (2L)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATS (2L)Input length (LI)=7202024.03 | 0.015 | 0.091 | |
| ARMInput length (LI)=7202024.03 | 0.02 | 0.11 | |
| PatchTSTInput length (LI)=best of {336, 720}2024.03 | 0.027 | 0.129 | |
| DLinearInput length (LI)=best of {336, 720}2024.03 | 0.027 | 0.124 | |
| RepeatStrategy=last-value repeat (naive)2024.03 | 0.032 | 0.138 | |
| FEDformerInput length (LI)=best of {336, 720}2024.03 | 0.053 | 0.171 | |
| AutoformerInput length (LI)=best of {336, 720}2024.03 | 0.055 | 0.168 | |
| InformerInput length (LI)=best of {336, 720}2024.03 | 0.086 | 0.201 |