Multivariate long-term time series forecasting on ETTh2 O=336 (test)
0.412MSECP-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CP-NetInput length (I)=96, Forecasting length (O)=3362024.05 | 0.412 | 0.426 | |
| PatchTSTInput length (I)=96, Forecasting length (O)=3362024.05 | 0.421 | 0.431 | |
| TimesNetInput length (I)=96, Forecasting length (O)=3362024.05 | 0.452 | 0.452 | |
| AutoformerInput length (I)=96, Forecasting length (O)=3362024.05 | 0.482 | 0.486 | |
| FEDformerInput length (I)=96, Forecasting length (O)=3362024.05 | 0.496 | 0.487 | |
| DlinearInput length (I)=96, Forecasting length (O)=3362024.05 | 0.594 | 0.541 | |
| LightTSInput length (I)=96, Forecasting length (O)=3362024.05 | 0.626 | 0.559 |