Long-term Time Series Forecasting on Solar (MACs, MSE, RPD (%))
-76.8RPD (%)TimesNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TimesNetHorizon=962024.10 | -76.8 | — | — | |
| TimesNetHorizon=1922024.10 | -76.4 | — | — | |
| TimesNetHorizon=3362024.10 | -74.3 | — | — | |
| TimesNetHorizon=7202024.10 | -74.3 | — | — | |
| DLinearHorizon=7202024.10 | -48.1 | — | — | |
| DLinearHorizon=962024.10 | -46.5 | — | — | |
| DLinearHorizon=3362024.10 | -46.5 | — | — | |
| DLinearHorizon=1922024.10 | -42.2 | — | — | |
| PatchTSTHorizon=1922024.10 | -28 | — | — | |
| PatchTSTHorizon=3362024.10 | -24.9 | — | — | |
| PatchTSTHorizon=962024.10 | -24.7 | — | — | |
| PatchTSTHorizon=7202024.10 | -22.4 | — | — | |
| MixLinearHorizon=1922024.10 | -0.9 | — | — | |
| FITSHorizon=7202024.10 | -0.4 | — | — | |
| MixLinearHorizon=962024.10 | 0 | — | — | |
| MixLinearHorizon=3362024.10 | 0.4 | — | — | |
| MixLinearHorizon=7202024.10 | 0.4 | — | — | |
| FITSHorizon=962024.10 | 3.7 | — | — | |
| FITSHorizon=3362024.10 | 3.7 | — | — | |
| FITSHorizon=1922024.10 | 4 | — | — | |
| SparseTSFHorizon=962024.10 | — | — | 0.211 | |
| SparseTSFHorizon=1922024.10 | — | — | 0.225 | |
| SparseTSFHorizon=3362024.10 | — | — | 0.241 | |
| SparseTSFHorizon=7202024.10 | — | — | 0.241 |