Multivariate long-term time series forecasting on ETT Avg (test)
0.289MSECATS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATSForecast Horizon=96, Input Length=962024.05 | 0.289 | 0.339 | |
| TimeMixerForecast Horizon=96, Input Length=962024.05 | 0.29 | 0.339 | |
| TimesnetForecast Horizon=96, Input Length=962024.05 | 0.312 | 0.355 | |
| DLinearForecast Horizon=96, Input Length=962024.05 | 0.319 | 0.368 | |
| FiLMForecast Horizon=96, Input Length=962024.05 | 0.324 | 0.358 | |
| PatchTSTForecast Horizon=96, Input Length=962024.05 | 0.326 | 0.362 | |
| MICNForecast Horizon=96, Input Length=962024.05 | 0.34 | 0.388 | |
| AutoformerForecast Horizon=96, Input Length=962024.05 | 0.389 | 0.415 | |
| CrossformerForecast Horizon=96, Input Length=962024.05 | 0.465 | 0.456 | |
| InformerForecast Horizon=96, Input Length=962024.05 | 1.414 | 0.816 |