Time Series Forecasting on Saratoga (test)
1.61RMSEExformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Exformerhorizon=2882026.07 | 1.61 | 0.07 | |
| PFformerhorizon=2882026.07 | 1.69 | 0.1 | |
| DANhorizon=2882026.07 | 1.8 | 0.14 | |
| NEC+horizon=2882026.07 | 1.88 | 0.17 | |
| iTransformerhorizon=2882026.07 | 2.37 | 0.27 | |
| Dlinearhorizon=2882026.07 | 4.33 | 1.4 | |
| Informerhorizon=2882026.07 | 5.04 | 1.43 | |
| Nlinearhorizon=2882026.07 | 5.23 | 0.83 | |
| FEDformerhorizon=2882026.07 | 6.01 | 1.55 | |
| LSTM-Attenhorizon=2882026.07 | 6.49 | 1.8 |