Multivariate Time Series Forecasting on Multi20 720 (test)
0.035MSEARM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ARMInput length (LI)=7202024.03 | 0.035 | 0.145 | |
| CATS (2L)Input length (LI)=7202024.03 | 0.038 | 0.122 | |
| DLinearInput length (LI)=best of {336, 720}2024.03 | 0.038 | 0.149 | |
| RepeatStrategy=last-value repeat (naive)2024.03 | 0.044 | 0.165 | |
| PatchTSTInput length (LI)=best of {336, 720}2024.03 | 0.045 | 0.164 | |
| AutoformerInput length (LI)=best of {336, 720}2024.03 | 0.093 | 0.237 | |
| FEDformerInput length (LI)=best of {336, 720}2024.03 | 0.109 | 0.258 | |
| InformerInput length (LI)=best of {336, 720}2024.03 | 0.198 | 0.354 |