Long-sequence time-series forecasting on Temp.
0.5399MAEPatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTSTHorizon=1202025.12 | 0.5399 | 0.693 | |
| TwinFormerHorizon=962025.12 | 0.5486 | 0.7103 | |
| PatchTSTHorizon=962025.12 | 0.5585 | 0.7159 | |
| TwinFormerHorizon=3362025.12 | 0.5705 | 0.7361 | |
| PatchTSTHorizon=7202025.12 | 0.5739 | 0.7306 | |
| PatchTSTHorizon=3362025.12 | 0.5822 | 0.7431 | |
| TwinFormerHorizon=1202025.12 | 0.5865 | 0.7623 | |
| InformerHorizon=3362025.12 | 0.5973 | 0.7744 | |
| InformerHorizon=962025.12 | 0.6155 | 0.7889 | |
| InformerHorizon=1202025.12 | 0.6458 | 0.8357 | |
| vanilla TransformerHorizon=1202025.12 | 0.6673 | 0.8421 | |
| InformerHorizon=7202025.12 | 0.7001 | 0.8906 | |
| iTransformerHorizon=1202025.12 | 0.7513 | 0.9529 | |
| iTransformerHorizon=962025.12 | 0.761 | 0.9608 | |
| vanilla TransformerHorizon=962025.12 | 0.9011 | 1.1417 | |
| iTransformerHorizon=3362025.12 | 0.9203 | 1.16 | |
| FEDFormerHorizon=962025.12 | 1.0642 | 1.362 | |
| vanilla TransformerHorizon=3362025.12 | 1.2399 | 1.5617 | |
| TwinFormerHorizon=7202025.12 | 1.2649 | 1.5934 | |
| FEDFormerHorizon=3362025.12 | 1.3158 | 1.6584 | |
| FEDFormerHorizon=1202025.12 | 1.482 | 1.9058 | |
| vanilla TransformerHorizon=7202025.12 | 2.0992 | 2.615 | |
| iTransformerHorizon=7202025.12 | 2.628 | 3.1355 | |
| FEDFormerHorizon=7202025.12 | 2.6354 | 3.1484 |