Multivariate Forecasting on ETT
0.255MSEAutoformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoformerInput length I=96, Prediction length O=962021.06 | 0.255 | 0.339 | |
| AutoformerInput length I=96, Prediction length O=1922021.06 | 0.281 | 0.34 | |
| AutoformerInput length I=96, Prediction length O=3362021.06 | 0.339 | 0.372 | |
| InformerInput length I=96, Prediction length O=962021.06 | 0.365 | 0.453 | |
| AutoformerInput length I=96, Prediction length O=7202021.06 | 0.422 | 0.419 | |
| InformerInput length I=96, Prediction length O=1922021.06 | 0.533 | 0.563 | |
| ReformerInput length I=96, Prediction length O=962021.06 | 0.658 | 0.619 | |
| LogTransInput length I=96, Prediction length O=962021.06 | 0.768 | 0.642 | |
| LogTransInput length I=96, Prediction length O=1922021.06 | 0.989 | 0.757 | |
| ReformerInput length I=96, Prediction length O=1922021.06 | 1.078 | 0.827 | |
| LogTransInput length I=96, Prediction length O=3362021.06 | 1.334 | 0.872 | |
| InformerInput length I=96, Prediction length O=3362021.06 | 1.363 | 0.887 | |
| ReformerInput length I=96, Prediction length O=3362021.06 | 1.549 | 0.972 | |
| ReformerInput length I=96, Prediction length O=7202021.06 | 2.631 | 1.242 | |
| LogTransInput length I=96, Prediction length O=7202021.06 | 3.048 | 1.328 | |
| InformerInput length I=96, Prediction length O=7202021.06 | 3.379 | 1.388 |