Multivariate long-term time series forecasting on Weather O=96 (test)
0.172MSETimesNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimesNetInput length (I)=96, Forecasting length (O)=962024.05 | 0.172 | 0.22 | |
| CP-NetInput length (I)=96, Forecasting length (O)=962024.05 | 0.177 | 0.217 | |
| PatchTSTInput length (I)=96, Forecasting length (O)=962024.05 | 0.179 | 0.219 | |
| LightTSInput length (I)=96, Forecasting length (O)=962024.05 | 0.182 | 0.242 | |
| DlinearInput length (I)=96, Forecasting length (O)=962024.05 | 0.196 | 0.255 | |
| FEDformerInput length (I)=96, Forecasting length (O)=962024.05 | 0.217 | 0.296 | |
| AutoformerInput length (I)=96, Forecasting length (O)=962024.05 | 0.266 | 0.336 |