Multivariate long-term time series forecasting on Weather O=720 (test)
0.345MSEDlinear
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DlinearInput length (I)=96, Forecasting length (O)=7202024.05 | 0.345 | 0.381 | |
| LightTSInput length (I)=96, Forecasting length (O)=7202024.05 | 0.352 | 0.386 | |
| PatchTSTInput length (I)=96, Forecasting length (O)=7202024.05 | 0.355 | 0.348 | |
| CP-NetInput length (I)=96, Forecasting length (O)=7202024.05 | 0.357 | 0.348 | |
| TimesNetInput length (I)=96, Forecasting length (O)=7202024.05 | 0.365 | 0.359 | |
| FEDformerInput length (I)=96, Forecasting length (O)=7202024.05 | 0.403 | 0.428 | |
| AutoformerInput length (I)=96, Forecasting length (O)=7202024.05 | 0.419 | 0.428 |