Long-term Time Series Forecasting on Electricity (MACs, MSE, RPD (%))
-21.9RPD (%)TimesNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TimesNetHorizon=1922024.10 | -21.9 | — | — | |
| TimesNetHorizon=962024.10 | -21.7 | — | — | |
| TimesNetHorizon=3362024.10 | -19.3 | — | — | |
| TimesNetHorizon=7202024.10 | -7.3 | — | — | |
| FITSHorizon=3362024.10 | -5.4 | — | — | |
| FITSHorizon=1922024.10 | -5.3 | — | — | |
| FITSHorizon=962024.10 | -5.1 | — | — | |
| FITSHorizon=7202024.10 | -3.4 | — | — | |
| MixLinearHorizon=3362024.10 | -2.4 | — | — | |
| PatchTSTHorizon=7202024.10 | -2.4 | — | — | |
| MixLinearHorizon=1922024.10 | -2 | — | — | |
| MixLinearHorizon=7202024.10 | -2 | — | — | |
| DLinearHorizon=3362024.10 | -1.8 | — | — | |
| DLinearHorizon=962024.10 | -1.4 | — | — | |
| DLinearHorizon=1922024.10 | -1.3 | — | — | |
| MixLinearHorizon=962024.10 | 0 | — | — | |
| PatchTSTHorizon=3362024.10 | 0 | — | — | |
| DLinearHorizon=7202024.10 | 0.5 | — | — | |
| PatchTSTHorizon=1922024.10 | 1.3 | — | — | |
| PatchTSTHorizon=962024.10 | 6.5 | — | — | |
| SparseTSFHorizon=962024.10 | — | — | 0.138 | |
| SparseTSFHorizon=1922024.10 | — | — | 0.151 | |
| SparseTSFHorizon=3362024.10 | — | — | 0.166 | |
| SparseTSFHorizon=7202024.10 | — | — | 0.205 |