Regular Time Series Forecasting on ETTm2 (test)
0.214MSETimesNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimesNetInput length=96, Prediction lengths={24, 48, 168, 336}2024.02 | 0.214 | 0.276 | |
| DLinearInput length=96, Prediction lengths={24, 48, 168, 336}2024.02 | 0.22 | 0.305 | |
| ContiFormerInput length=96, Prediction lengths={24, 48, 168, 336}2024.02 | 0.226 | 0.3 | |
| FEDformerInput length=96, Prediction lengths={24, 48, 168, 336}2024.02 | 0.226 | 0.3 | |
| AutoformerInput length=96, Prediction lengths={24, 48, 168, 336}2024.02 | 0.231 | 0.307 | |
| TransformerInput length=96, Prediction lengths={24, 48, 168, 336}2024.02 | 0.689 | 0.633 |