Long-term forecasting on COVID-19 Country 1
0.11MSEAutoformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoformerPrediction length (O)=7, Input length (I)=72021.06 | 0.11 | 0.213 | |
| TransformerPrediction length (O)=7, Input length (I)=72021.06 | 0.156 | 0.254 | |
| InformerPrediction length (O)=7, Input length (I)=72021.06 | 0.168 | 0.323 | |
| AutoformerPrediction length (O)=15, Input length (I)=72021.06 | 0.168 | 0.264 | |
| LogTransPrediction length (O)=7, Input length (I)=72021.06 | 0.19 | 0.311 | |
| ReformerPrediction length (O)=7, Input length (I)=72021.06 | 0.219 | 0.312 | |
| LogTransPrediction length (O)=15, Input length (I)=72021.06 | 0.229 | 0.361 | |
| AutoformerPrediction length (O)=30, Input length (I)=72021.06 | 0.261 | 0.319 | |
| ReformerPrediction length (O)=15, Input length (I)=72021.06 | 0.276 | 0.403 | |
| ReformerPrediction length (O)=30, Input length (I)=72021.06 | 0.276 | 0.403 | |
| TransformerPrediction length (O)=15, Input length (I)=72021.06 | 0.289 | 0.382 | |
| LogTransPrediction length (O)=30, Input length (I)=72021.06 | 0.311 | 0.356 | |
| TransformerPrediction length (O)=30, Input length (I)=72021.06 | 0.362 | 0.444 | |
| InformerPrediction length (O)=30, Input length (I)=72021.06 | 0.413 | 0.482 | |
| InformerPrediction length (O)=15, Input length (I)=72021.06 | 0.443 | 0.482 |