Multivariate Time Series Forecasting on ILI full (test)
2.77MSEAutoformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoformerInput Length (I)=36, Prediction Length (O)=602021.06 | 2.77 | 1.125 | |
| AutoformerInput Length (I)=36, Prediction Length (O)=242021.06 | 3.483 | 1.287 | |
| ReformerInput Length (I)=36, Prediction Length (O)=242021.06 | 4.4 | 1.382 | |
| LogTransInput Length (I)=36, Prediction Length (O)=242021.06 | 4.48 | 1.444 | |
| InformerInput Length (I)=36, Prediction Length (O)=242021.06 | 5.764 | 1.677 | |
| LSTMInput Length (I)=36, Prediction Length (O)=242021.06 | 5.914 | 1.734 | |
| LSTNetInput Length (I)=36, Prediction Length (O)=242021.06 | 6.026 | 1.77 | |
| TCNInput Length (I)=36, Prediction Length (O)=242021.06 | 6.624 | 1.83 |