Long-term Time Series Forecasting on ETTm1 (MSE, MACs, RPD)
-14.4RPD (%)TimesNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TimesNetHorizon=7202024.10 | -14.4 | — | — | |
| TimesNetHorizon=3362024.10 | -11.1 | — | — | |
| TimesNetHorizon=1922024.10 | -9 | — | — | |
| TimesNetHorizon=962024.10 | -7.6 | — | — | |
| DLinearHorizon=7202024.10 | -1.7 | — | — | |
| DLinearHorizon=3362024.10 | 0 | — | — | |
| PatchTSTHorizon=3362024.10 | 0 | — | — | |
| FITSHorizon=7202024.10 | 0 | — | — | |
| FITSHorizon=3362024.10 | 0.5 | — | — | |
| PatchTSTHorizon=7202024.10 | 0.5 | — | — | |
| MixLinearHorizon=7202024.10 | 0.7 | — | — | |
| MixLinearHorizon=3362024.10 | 1.1 | — | — | |
| FITSHorizon=1922024.10 | 1.2 | — | — | |
| MixLinearHorizon=1922024.10 | 1.7 | — | — | |
| MixLinearHorizon=962024.10 | 1.9 | — | — | |
| DLinearHorizon=1922024.10 | 2.3 | — | — | |
| FITSHorizon=962024.10 | 2.9 | — | — | |
| PatchTSTHorizon=1922024.10 | 2.9 | — | — | |
| DLinearHorizon=962024.10 | 4.8 | — | — | |
| PatchTSTHorizon=962024.10 | 6.7 | — | — | |
| SparseTSFHorizon=962024.10 | — | — | 0.314 | |
| SparseTSFHorizon=1922024.10 | — | — | 0.343 | |
| SparseTSFHorizon=3362024.10 | — | — | 0.369 | |
| SparseTSFHorizon=7202024.10 | — | — | 0.418 |