Multivariate Time Series Forecasting on Multi100 96 (test)
0.003MSECATS (2L)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATS (2L)Input length (LI)=7202024.03 | 0.003 | 0.043 | |
| ARMInput length (LI)=7202024.03 | 0.006 | 0.058 | |
| PatchTSTInput length (LI)=best of {336, 720}2024.03 | 0.014 | 0.092 | |
| DLinearInput length (LI)=best of {336, 720}2024.03 | 0.014 | 0.089 | |
| RepeatStrategy=last-value repeat (naive)2024.03 | 0.014 | 0.091 | |
| InformerInput length (LI)=best of {336, 720}2024.03 | 0.019 | 0.099 | |
| FEDformerInput length (LI)=best of {336, 720}2024.03 | 0.032 | 0.129 | |
| AutoformerInput length (LI)=best of {336, 720}2024.03 | 0.038 | 0.143 |