Multivariate long-term time series forecasting on Weather O=336 (test)
0.28MSETimesNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimesNetInput length (I)=96, Forecasting length (O)=3362024.05 | 0.28 | 0.306 | |
| PatchTSTInput length (I)=96, Forecasting length (O)=3362024.05 | 0.28 | 0.298 | |
| CP-NetInput length (I)=96, Forecasting length (O)=3362024.05 | 0.281 | 0.298 | |
| LightTSInput length (I)=96, Forecasting length (O)=3362024.05 | 0.282 | 0.334 | |
| DlinearInput length (I)=96, Forecasting length (O)=3362024.05 | 0.283 | 0.335 | |
| FEDformerInput length (I)=96, Forecasting length (O)=3362024.05 | 0.339 | 0.38 | |
| AutoformerInput length (I)=96, Forecasting length (O)=3362024.05 | 0.359 | 0.395 |