Long-term forecasting on COVID-19 Country 2
1.747MSEAutoformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoformerPrediction length (O)=7, Input length (I)=72021.06 | 1.747 | 0.891 | |
| AutoformerPrediction length (O)=15, Input length (I)=72021.06 | 1.749 | 0.905 | |
| AutoformerPrediction length (O)=30, Input length (I)=72021.06 | 1.749 | 0.903 | |
| TransformerPrediction length (O)=7, Input length (I)=72021.06 | 1.798 | 0.955 | |
| InformerPrediction length (O)=7, Input length (I)=72021.06 | 1.806 | 0.969 | |
| LogTransPrediction length (O)=15, Input length (I)=72021.06 | 1.829 | 1.004 | |
| TransformerPrediction length (O)=15, Input length (I)=72021.06 | 1.83 | 0.999 | |
| LogTransPrediction length (O)=7, Input length (I)=72021.06 | 1.834 | 1.013 | |
| InformerPrediction length (O)=15, Input length (I)=72021.06 | 1.842 | 0.969 | |
| InformerPrediction length (O)=30, Input length (I)=72021.06 | 2.087 | 1.116 | |
| LogTransPrediction length (O)=30, Input length (I)=72021.06 | 2.147 | 1.106 | |
| TransformerPrediction length (O)=30, Input length (I)=72021.06 | 2.19 | 1.172 | |
| ReformerPrediction length (O)=7, Input length (I)=72021.06 | 2.403 | 1.071 | |
| ReformerPrediction length (O)=15, Input length (I)=72021.06 | 2.627 | 1.111 | |
| ReformerPrediction length (O)=30, Input length (I)=72021.06 | 3.316 | 1.267 |