Univariate Time Series Forecasting on illness
0.563MSEBasisFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BasisFormerInput length (I)=36, Output length (O)=362023.10 | 0.563 | 0.605 | |
| FedformerInput length (I)=36, Output length (O)=362023.10 | 0.584 | 0.717 | |
| BasisFormerInput length (I)=36, Output length (O)=482023.10 | 0.596 | 0.632 | |
| AutoformerInput length (I)=36, Output length (O)=362023.10 | 0.634 | 0.65 | |
| FiLMInput length (I)=36, Output length (O)=242023.10 | 0.674 | 0.643 | |
| BasisFormerInput length (I)=36, Output length (O)=602023.10 | 0.695 | 0.686 | |
| FedformerInput length (I)=36, Output length (O)=242023.10 | 0.708 | 0.627 | |
| FedformerInput length (I)=36, Output length (O)=482023.10 | 0.717 | 0.697 | |
| FiLMInput length (I)=36, Output length (O)=362023.10 | 0.758 | 0.731 | |
| FiLMInput length (I)=36, Output length (O)=482023.10 | 0.774 | 0.753 | |
| AutoformerInput length (I)=36, Output length (O)=482023.10 | 0.791 | 0.752 | |
| BasisFormerInput length (I)=36, Output length (O)=242023.10 | 0.798 | 0.62 | |
| DlinearInput length (I)=36, Output length (O)=242023.10 | 0.815 | 0.736 | |
| FedformerInput length (I)=36, Output length (O)=602023.10 | 0.855 | 0.774 | |
| AutoformerInput length (I)=36, Output length (O)=602023.10 | 0.874 | 0.797 | |
| FiLMInput length (I)=36, Output length (O)=602023.10 | 0.913 | 0.828 | |
| DlinearInput length (I)=36, Output length (O)=362023.10 | 0.914 | 0.817 | |
| AutoformerInput length (I)=36, Output length (O)=242023.10 | 0.948 | 0.732 | |
| DlinearInput length (I)=36, Output length (O)=482023.10 | 0.956 | 0.854 | |
| DlinearInput length (I)=36, Output length (O)=602023.10 | 1.065 | 0.907 | |
| InformerInput length (I)=36, Output length (O)=482023.10 | 4.273 | 1.846 | |
| InformerInput length (I)=36, Output length (O)=362023.10 | 4.554 | 1.916 | |
| InformerInput length (I)=36, Output length (O)=602023.10 | 5.214 | 2.057 | |
| InformerInput length (I)=36, Output length (O)=242023.10 | 5.282 | 2.05 |