Multivariate Time Series Forecasting on Weather full (test)
0.216MSEMoHETS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoHETSPrediction Length=Avg.2026.01 | 0.216 | 0.249 | |
| TimeMixerPrediction Length=Avg.2026.01 | 0.24 | 0.271 | |
| TimeXerPrediction Length=Avg.2026.01 | 0.241 | 0.271 | |
| SOFTSPrediction Length=Avg.2026.01 | 0.255 | 0.278 | |
| iTransformerPrediction Length=Avg.2026.01 | 0.258 | 0.278 | |
| CrossformerPrediction Length=Avg.2026.01 | 0.258 | 0.315 | |
| TimesNetPrediction Length=Avg.2026.01 | 0.259 | 0.286 | |
| PatchTSTPrediction Length=Avg.2026.01 | 0.259 | 0.281 | |
| DLinearPrediction Length=Avg.2026.01 | 0.265 | 0.316 | |
| AutoformerInput Length (I)=96, Prediction Length (O)=962021.06 | 0.266 | 0.336 | |
| TiDEPrediction Length=Avg.2026.01 | 0.27 | 0.32 | |
| InformerInput Length (I)=96, Prediction Length (O)=962021.06 | 0.3 | 0.384 | |
| FEDformerPrediction Length=Avg.2026.01 | 0.308 | 0.36 |