Multivariate Long-term Time Series Forecasting on Traffic
0.366MSEPatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTSTHorizon=962024.10 | 0.366 | — | |
| TimeMixerHorizon=962024.10 | 0.38 | — | |
| MMFNetHorizon=962024.10 | 0.381 | -0.015 | |
| FITSHorizon=962024.10 | 0.385 | — | |
| PatchTSTHorizon=1922024.10 | 0.388 | — | |
| SparseTSFHorizon=962024.10 | 0.389 | — | |
| MMFNetHorizon=1922024.10 | 0.394 | -0.006 | |
| FITSHorizon=1922024.10 | 0.397 | — | |
| TimeMixerHorizon=1922024.10 | 0.397 | — | |
| SparseTSFHorizon=1922024.10 | 0.398 | — | |
| PatchTSTHorizon=3362024.10 | 0.398 | — | |
| MMFNetHorizon=3362024.10 | 0.408 | -0.01 | |
| FITSHorizon=3362024.10 | 0.41 | — | |
| SparseTSFHorizon=3362024.10 | 0.411 | — | |
| DLinearHorizon=962024.10 | 0.413 | — | |
| TimeMixerHorizon=3362024.10 | 0.418 | — | |
| DLinearHorizon=1922024.10 | 0.423 | — | |
| TimeMixerHorizon=7202024.10 | 0.436 | — | |
| DLinearHorizon=3362024.10 | 0.437 | — | |
| MMFNetHorizon=7202024.10 | 0.446 | -0.01 | |
| FITSHorizon=7202024.10 | 0.448 | — | |
| SparseTSFHorizon=7202024.10 | 0.448 | — | |
| PatchTSTHorizon=7202024.10 | 0.457 | — | |
| DLinearHorizon=7202024.10 | 0.466 | — | |
| FEDformerHorizon=962024.10 | 0.573 | — | |
| TimesNetHorizon=962024.10 | 0.593 | — | |
| FEDformerHorizon=1922024.10 | 0.611 | — | |
| TimesNetHorizon=1922024.10 | 0.617 | — | |
| FEDformerHorizon=3362024.10 | 0.621 | — | |
| TimesNetHorizon=3362024.10 | 0.629 | — | |
| FEDformerHorizon=7202024.10 | 0.63 | — | |
| TimesNetHorizon=7202024.10 | 0.64 | — |