Long-term Time Series Forecasting on Traffic (MSE, MACs, RPD)
-55RPD (%)TimesNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TimesNetHorizon=1922024.10 | -55 | — | — | |
| TimesNetHorizon=3362024.10 | -53 | — | — | |
| TimesNetHorizon=962024.10 | -52.4 | — | — | |
| TimesNetHorizon=7202024.10 | -42.9 | — | — | |
| DLinearHorizon=1922024.10 | -6.3 | — | — | |
| DLinearHorizon=3362024.10 | -6.3 | — | — | |
| DLinearHorizon=962024.10 | -6.2 | — | — | |
| DLinearHorizon=7202024.10 | -4 | — | — | |
| FITSHorizon=1922024.10 | -2.8 | — | — | |
| FITSHorizon=3362024.10 | -2.4 | — | — | |
| FITSHorizon=962024.10 | -2.3 | — | — | |
| FITSHorizon=7202024.10 | -2 | — | — | |
| PatchTSTHorizon=7202024.10 | -2 | — | — | |
| MixLinearHorizon=1922024.10 | -1.3 | — | — | |
| MixLinearHorizon=3362024.10 | -1.2 | — | — | |
| MixLinearHorizon=7202024.10 | -0.9 | — | — | |
| MixLinearHorizon=962024.10 | 0 | — | — | |
| PatchTSTHorizon=1922024.10 | 2.5 | — | — | |
| PatchTSTHorizon=3362024.10 | 3.2 | — | — | |
| PatchTSTHorizon=962024.10 | 6 | — | — | |
| SparseTSFHorizon=962024.10 | — | — | 0.389 | |
| SparseTSFHorizon=1922024.10 | — | — | 0.398 | |
| SparseTSFHorizon=3362024.10 | — | — | 0.411 | |
| SparseTSFHorizon=7202024.10 | — | — | 0.448 |