Time Series Forecasting on ETTm1 1800
0.492MSEAda-MSHyper
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ada-MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.492 | 0.475 | |
| PatchTSTInput Length (T)=96, Setting=Multivariate2024.10 | 0.504 | 0.434 | |
| FEDformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.514 | 0.496 | |
| TimeMixerInput Length (T)=96, Setting=Multivariate2024.10 | 0.526 | 0.487 | |
| WITRANInput Length (T)=96, Setting=Multivariate2024.10 | 0.55 | 0.497 | |
| DlinearInput Length (T)=96, Setting=Multivariate2024.10 | 0.556 | 0.507 | |
| MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.564 | 0.49 | |
| iTransformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.571 | 0.501 | |
| AutoformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.641 | 0.558 | |
| PyraformerInput Length (T)=96, Setting=Multivariate2024.10 | 1.111 | 0.812 | |
| CrossformerInput Length (T)=96, Setting=Multivariate2024.10 | 4.113 | 1.602 |