Long-term Multivariate Forecasting on Electricity (test)
0.129MSEPatchTST
Evaluation Results
| Method | Links | |
|---|---|---|
| PatchTSTH=962026.06 | 0.129 | |
| SearchCastH=962026.06 | 0.13 | |
| OLSH=962026.06 | 0.133 | |
| FITSH=962026.06 | 0.133 | |
| DLinearH=962026.06 | 0.134 | |
| SearchCastH=1922026.06 | 0.145 | |
| PatchTSTH=1922026.06 | 0.147 | |
| OLSH=1922026.06 | 0.148 | |
| FITSH=1922026.06 | 0.148 | |
| iTransformerH=962026.06 | 0.148 | |
| DLinearH=1922026.06 | 0.149 | |
| TimeMixerH=962026.06 | 0.15 | |
| SearchCastH=Avg2026.06 | 0.159 | |
| PatchTSTH=Avg2026.06 | 0.159 | |
| SearchCastH=3362026.06 | 0.161 | |
| OLSH=Avg2026.06 | 0.162 | |
| FITSH=Avg2026.06 | 0.162 | |
| iTransformerH=1922026.06 | 0.162 | |
| DLinearH=Avg2026.06 | 0.163 | |
| PatchTSTH=3362026.06 | 0.163 | |
| TimeMixerH=1922026.06 | 0.163 | |
| OLSH=3362026.06 | 0.164 | |
| FITSH=3362026.06 | 0.164 | |
| DLinearH=3362026.06 | 0.165 | |
| TimesNetH=962026.06 | 0.168 | |
| iTransformerH=3362026.06 | 0.178 | |
| iTransformerH=Avg2026.06 | 0.178 | |
| TimeMixerH=3362026.06 | 0.178 | |
| TimeMixerH=Avg2026.06 | 0.178 | |
| TimesNetH=1922026.06 | 0.184 | |
| TimesNetH=Avg2026.06 | 0.192 | |
| PatchTSTH=7202026.06 | 0.197 | |
| TimesNetH=3362026.06 | 0.198 | |
| SearchCastH=7202026.06 | 0.199 | |
| AutoformerH=962026.06 | 0.201 | |
| OLSH=7202026.06 | 0.203 | |
| FITSH=7202026.06 | 0.203 | |
| DLinearH=7202026.06 | 0.205 | |
| TimeMixerH=7202026.06 | 0.22 | |
| TimesNetH=7202026.06 | 0.22 | |
| AutoformerH=1922026.06 | 0.222 | |
| iTransformerH=7202026.06 | 0.225 | |
| AutoformerH=Avg2026.06 | 0.227 | |
| AutoformerH=3362026.06 | 0.231 | |
| AutoformerH=7202026.06 | 0.254 |