Time Series Forecasting on ETTm1 2160
0.507MSEPatchTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchTSTInput Length (T)=96, Setting=Multivariate2024.10 | 0.507 | 0.481 | |
| Ada-MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.51 | 0.483 | |
| TimeMixerInput Length (T)=96, Setting=Multivariate2024.10 | 0.542 | 0.491 | |
| MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.55 | 0.487 | |
| FEDformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.551 | 0.516 | |
| iTransformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.555 | 0.499 | |
| DlinearInput Length (T)=96, Setting=Multivariate2024.10 | 0.556 | 0.515 | |
| WITRANInput Length (T)=96, Setting=Multivariate2024.10 | 0.569 | 0.481 | |
| PyraformerInput Length (T)=96, Setting=Multivariate2024.10 | 1.054 | 0.804 | |
| CrossformerInput Length (T)=96, Setting=Multivariate2024.10 | 4.574 | 1.743 |