Long-term forecasting on Exchange Rate (test)
0.061MSESCINet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCINetHorizon=962021.06 | 0.061 | 0.188 | 68.98 | |
| SCINetHorizon=1922021.06 | 0.106 | 0.244 | 64.7 | |
| SCINetHorizon=3362021.06 | 0.181 | 0.323 | 64.36 | |
| AutoformerHorizon=962021.06 | 0.197 | 0.323 | — | |
| AutoformerHorizon=1922021.06 | 0.3 | 0.369 | — | |
| AutoformerHorizon=3362021.06 | 0.509 | 0.524 | — | |
| SCINetHorizon=7202021.06 | 0.525 | 0.571 | 63.72 | |
| TransformerHorizon=962021.06 | 0.559 | 0.587 | — | |
| InformerHorizon=962021.06 | 0.847 | 0.752 | — | |
| LogTransHorizon=962021.06 | 0.968 | 0.812 | — | |
| LogTransHorizon=1922021.06 | 1.04 | 0.851 | — | |
| ReformerHorizon=962021.06 | 1.065 | 0.829 | — | |
| TransformerHorizon=1922021.06 | 1.168 | 0.835 | — | |
| ReformerHorizon=1922021.06 | 1.188 | 0.906 | — | |
| InformerHorizon=1922021.06 | 1.204 | 0.895 | — | |
| ReformerHorizon=3362021.06 | 1.357 | 0.976 | — | |
| TransformerHorizon=3362021.06 | 1.423 | 0.949 | — | |
| AutoformerHorizon=7202021.06 | 1.447 | 0.941 | — | |
| ReformerHorizon=7202021.06 | 1.51 | 1.016 | — | |
| LogTransHorizon=3362021.06 | 1.659 | 1.081 | — | |
| InformerHorizon=3362021.06 | 1.672 | 1.036 | — | |
| PyraformerHorizon=962021.06 | 1.748 | 1.105 | — | |
| PyraformerHorizon=1922021.06 | 1.874 | 1.151 | — | |
| LogTransHorizon=7202021.06 | 1.941 | 1.127 | — | |
| PyraformerHorizon=3362021.06 | 1.943 | 1.172 | — | |
| PyraformerHorizon=7202021.06 | 2.085 | 1.206 | — | |
| TransformerHorizon=7202021.06 | 2.16 | 1.15 | — | |
| InformerHorizon=7202021.06 | 2.478 | 2.478 | — |