Time Series Forecasting on ETTm1 1440
0.473MSEAda-MSHyper
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ada-MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.473 | 0.449 | |
| PatchTSTInput Length (T)=96, Setting=Multivariate2024.10 | 0.508 | 0.467 | |
| FEDformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.511 | 0.494 | |
| TimeMixerInput Length (T)=96, Setting=Multivariate2024.10 | 0.523 | 0.488 | |
| DlinearInput Length (T)=96, Setting=Multivariate2024.10 | 0.534 | 0.491 | |
| MSHyperInput Length (T)=96, Setting=Multivariate2024.10 | 0.542 | 0.477 | |
| WITRANInput Length (T)=96, Setting=Multivariate2024.10 | 0.543 | 0.467 | |
| iTransformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.556 | 0.495 | |
| AutoformerInput Length (T)=96, Setting=Multivariate2024.10 | 0.602 | 0.542 | |
| PyraformerInput Length (T)=96, Setting=Multivariate2024.10 | 1.136 | 0.834 | |
| CrossformerInput Length (T)=96, Setting=Multivariate2024.10 | 2.946 | 1.349 |