Long-term forecasting on AZ (Aotizhongxin) (test)
0.456MSETransformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransformerHorizon=242026.03 | 0.456 | 0.366 | |
| PyraformerHorizon=242026.03 | 0.467 | 0.36 | |
| InformerHorizon=242026.03 | 0.47 | 0.357 | |
| ETSformerHorizon=242026.03 | 0.525 | 0.397 | |
| GPT4APHorizon=242026.03 | 0.53 | 0.376 | |
| DLinearHorizon=242026.03 | 0.532 | 0.409 | |
| PyraformerHorizon=362026.03 | 0.548 | 0.403 | |
| FiLMHorizon=242026.03 | 0.557 | 0.393 | |
| InformerHorizon=362026.03 | 0.565 | 0.403 | |
| PyraformerHorizon=Avg2026.03 | 0.565 | 0.417 | |
| InformerHorizon=Avg2026.03 | 0.574 | 0.411 | |
| TransformerHorizon=Avg2026.03 | 0.59 | 0.424 | |
| PyraformerHorizon=482026.03 | 0.594 | 0.441 | |
| DLinearHorizon=362026.03 | 0.605 | 0.455 | |
| TransformerHorizon=362026.03 | 0.607 | 0.428 | |
| TransformerHorizon=482026.03 | 0.607 | 0.433 | |
| ETSformerHorizon=362026.03 | 0.611 | 0.443 | |
| GPT4APHorizon=362026.03 | 0.613 | 0.419 | |
| InformerHorizon=482026.03 | 0.615 | 0.434 | |
| DLinearHorizon=Avg2026.03 | 0.618 | 0.462 | |
| ETSformerHorizon=Avg2026.03 | 0.624 | 0.46 | |
| GPT4APHorizon=Avg2026.03 | 0.632 | 0.427 | |
| FiLMHorizon=362026.03 | 0.634 | 0.433 | |
| InformerHorizon=602026.03 | 0.644 | 0.449 | |
| DLinearHorizon=482026.03 | 0.649 | 0.482 | |
| PyraformerHorizon=602026.03 | 0.65 | 0.464 | |
| FiLMHorizon=Avg2026.03 | 0.651 | 0.44 | |
| ETSformerHorizon=482026.03 | 0.656 | 0.486 | |
| GPT4APHorizon=482026.03 | 0.671 | 0.447 | |
| DLinearHorizon=602026.03 | 0.684 | 0.503 | |
| FiLMHorizon=482026.03 | 0.685 | 0.457 | |
| TransformerHorizon=602026.03 | 0.688 | 0.467 | |
| ETSformerHorizon=602026.03 | 0.705 | 0.515 | |
| GPT4APHorizon=602026.03 | 0.712 | 0.467 | |
| FiLMHorizon=602026.03 | 0.726 | 0.476 |