Multivariate Time Series Forecasting on Traffic full (test)
0.388MSEMoHETS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MoHETSPrediction Length=Avg.2026.01 | 0.388 | 0.256 | |
| SOFTSPrediction Length=Avg.2026.01 | 0.409 | 0.267 | |
| iTransformerPrediction Length=Avg.2026.01 | 0.428 | 0.282 | |
| TimeXerPrediction Length=Avg.2026.01 | 0.466 | 0.287 | |
| PatchTSTPrediction Length=Avg.2026.01 | 0.481 | 0.304 | |
| TimeMixerPrediction Length=Avg.2026.01 | 0.484 | 0.297 | |
| CrossformerPrediction Length=Avg.2026.01 | 0.55 | 0.304 | |
| FEDformerPrediction Length=Avg.2026.01 | 0.609 | 0.376 | |
| AutoformerInput Length (I)=96, Prediction Length (O)=962021.06 | 0.613 | 0.388 | |
| TimesNetPrediction Length=Avg.2026.01 | 0.62 | 0.336 | |
| DLinearPrediction Length=Avg.2026.01 | 0.625 | 0.383 | |
| LogTransInput Length (I)=96, Prediction Length (O)=962021.06 | 0.684 | 0.384 | |
| InformerInput Length (I)=96, Prediction Length (O)=962021.06 | 0.719 | 0.391 | |
| ReformerInput Length (I)=96, Prediction Length (O)=962021.06 | 0.732 | 0.423 | |
| TiDEPrediction Length=Avg.2026.01 | 0.76 | 0.473 | |
| LSTMInput Length (I)=96, Prediction Length (O)=962021.06 | 0.843 | 0.453 | |
| LSTNetInput Length (I)=96, Prediction Length (O)=962021.06 | 1.107 | 0.685 | |
| TCNInput Length (I)=96, Prediction Length (O)=962021.06 | 1.438 | 0.784 |