Multivariate Time Series Forecasting on Multi50 336 (test)
0.018MSECATS (2L)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATS (2L)Input length (LI)=7202024.03 | 0.018 | 0.097 | |
| ARMInput length (LI)=7202024.03 | 0.021 | 0.113 | |
| DLinearInput length (LI)=best of {336, 720}2024.03 | 0.027 | 0.123 | |
| PatchTSTInput length (LI)=best of {336, 720}2024.03 | 0.028 | 0.131 | |
| RepeatStrategy=last-value repeat (naive)2024.03 | 0.032 | 0.139 | |
| AutoformerInput length (LI)=best of {336, 720}2024.03 | 0.046 | 0.158 | |
| FEDformerInput length (LI)=best of {336, 720}2024.03 | 0.048 | 0.161 | |
| InformerInput length (LI)=best of {336, 720}2024.03 | 0.144 | 0.325 |