Long-term forecasting on DS (Dongsi) (test)
0.578MSEInformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InformerHorizon=242026.03 | 0.578 | 0.385 | |
| PyraformerHorizon=242026.03 | 0.579 | 0.39 | |
| TransformerHorizon=242026.03 | 0.597 | 0.395 | |
| ETSformerHorizon=242026.03 | 0.612 | 0.398 | |
| GPT4APHorizon=242026.03 | 0.636 | 0.389 | |
| DLinearHorizon=242026.03 | 0.636 | 0.42 | |
| InformerHorizon=362026.03 | 0.64 | 0.41 | |
| PyraformerHorizon=362026.03 | 0.648 | 0.417 | |
| InformerHorizon=Avg2026.03 | 0.654 | 0.422 | |
| TransformerHorizon=362026.03 | 0.658 | 0.434 | |
| PyraformerHorizon=Avg2026.03 | 0.667 | 0.429 | |
| FiLMHorizon=242026.03 | 0.668 | 0.405 | |
| TransformerHorizon=Avg2026.03 | 0.685 | 0.436 | |
| InformerHorizon=482026.03 | 0.69 | 0.439 | |
| PyraformerHorizon=482026.03 | 0.7 | 0.443 | |
| ETSformerHorizon=362026.03 | 0.702 | 0.45 | |
| InformerHorizon=602026.03 | 0.707 | 0.454 | |
| DLinearHorizon=362026.03 | 0.713 | 0.465 | |
| ETSformerHorizon=Avg2026.03 | 0.723 | 0.463 | |
| GPT4APHorizon=362026.03 | 0.726 | 0.432 | |
| DLinearHorizon=Avg2026.03 | 0.727 | 0.474 | |
| TransformerHorizon=602026.03 | 0.731 | 0.463 | |
| PyraformerHorizon=602026.03 | 0.74 | 0.467 | |
| GPT4APHorizon=Avg2026.03 | 0.748 | 0.442 | |
| FiLMHorizon=362026.03 | 0.75 | 0.447 | |
| TransformerHorizon=482026.03 | 0.752 | 0.452 | |
| DLinearHorizon=482026.03 | 0.761 | 0.494 | |
| ETSformerHorizon=482026.03 | 0.77 | 0.494 | |
| FiLMHorizon=Avg2026.03 | 0.77 | 0.455 | |
| GPT4APHorizon=482026.03 | 0.79 | 0.462 | |
| DLinearHorizon=602026.03 | 0.798 | 0.515 | |
| ETSformerHorizon=602026.03 | 0.807 | 0.509 | |
| FiLMHorizon=482026.03 | 0.808 | 0.473 | |
| GPT4APHorizon=602026.03 | 0.839 | 0.484 | |
| FiLMHorizon=602026.03 | 0.855 | 0.493 |