Time Series Forecasting on ETTh1 1440
0.616MSEAda-MSHyper
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ada-MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.616 | 0.498 | |
| PatchTSTInput Length (T)=96, Setting=Multivariate2024.10 | 0.619 | 0.553 | |
| iTransformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.62 | 0.556 | |
| FEDformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.621 | 0.567 | |
| DlinearInput Length (T)=96, Setting=Multivariate2024.10 | 0.661 | 0.607 | |
| MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.667 | 0.578 | |
| WITRANInput Length (T)=96, Setting=Multivariate2024.10 | 0.705 | 0.878 | |
| TimeMixerInput Length (T)=96, Setting=Multivariate2024.10 | 0.793 | 0.625 | |
| CrossformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.863 | 1.175 | |
| AutoformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.876 | 0.696 | |
| PyraformerInput Length (T)=96, Setting=Multivariate2024.10 | 1.075 | 0.833 |