Multivariate Long-term Time Series Forecasting on Electricity (MSE, Imp.)
0.129MSEPatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTSTHorizon=962024.10 | 0.129 | — | |
| MMFNetHorizon=962024.10 | 0.131 | -0.002 | |
| FITSHorizon=962024.10 | 0.134 | — | |
| SparseTSFHorizon=962024.10 | 0.138 | — | |
| DLinearHorizon=962024.10 | 0.14 | — | |
| MMFNetHorizon=1922024.10 | 0.146 | 0.003 | |
| FITSHorizon=1922024.10 | 0.149 | — | |
| PatchTSTHorizon=1922024.10 | 0.149 | — | |
| SparseTSFHorizon=1922024.10 | 0.151 | — | |
| DLinearHorizon=1922024.10 | 0.153 | — | |
| TimeMixerHorizon=962024.10 | 0.158 | — | |
| MMFNetHorizon=3362024.10 | 0.162 | 0.003 | |
| FITSHorizon=3362024.10 | 0.165 | — | |
| SparseTSFHorizon=3362024.10 | 0.166 | — | |
| PatchTSTHorizon=3362024.10 | 0.166 | — | |
| TimesNetHorizon=962024.10 | 0.168 | — | |
| DLinearHorizon=3362024.10 | 0.169 | — | |
| TimeMixerHorizon=1922024.10 | 0.174 | — | |
| TimesNetHorizon=1922024.10 | 0.184 | — | |
| FEDformerHorizon=962024.10 | 0.188 | — | |
| TimeMixerHorizon=3362024.10 | 0.19 | — | |
| FEDformerHorizon=1922024.10 | 0.197 | — | |
| TimesNetHorizon=3362024.10 | 0.198 | — | |
| MMFNetHorizon=7202024.10 | 0.199 | 0.004 | |
| FITSHorizon=7202024.10 | 0.203 | — | |
| DLinearHorizon=7202024.10 | 0.204 | — | |
| SparseTSFHorizon=7202024.10 | 0.205 | — | |
| PatchTSTHorizon=7202024.10 | 0.21 | — | |
| FEDformerHorizon=3362024.10 | 0.212 | — | |
| TimesNetHorizon=7202024.10 | 0.22 | — | |
| TimeMixerHorizon=7202024.10 | 0.229 | — | |
| FEDformerHorizon=7202024.10 | 0.244 | — |