Multi-step forecasting on ETTh1 (MSE, MAE)
0.365MSEQDF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QDFForecasting Horizon (T)=962025.10 | 0.365 | 0.389 | |
| QDFForecasting Horizon (T)=1922025.10 | 0.427 | 0.421 | |
| QDFForecasting Horizon (T)=Avg2025.10 | 0.431 | 0.431 | |
| FredformerForecasting Horizon (T)=Avg2025.10 | 0.447 | 0.434 | |
| TiDEForecasting Horizon (T)=Avg2025.10 | 0.448 | 0.435 | |
| TQNetForecasting Horizon (T)=Avg2025.10 | 0.449 | 0.439 | |
| PDFForecasting Horizon (T)=Avg2025.10 | 0.452 | 0.44 | |
| iTransformerForecasting Horizon (T)=Avg2025.10 | 0.452 | 0.448 | |
| DLinearForecasting Horizon (T)=Avg2025.10 | 0.456 | 0.453 | |
| PatchTSTForecasting Horizon (T)=Avg2025.10 | 0.459 | 0.451 | |
| QDFForecasting Horizon (T)=3362025.10 | 0.466 | 0.449 | |
| QDFForecasting Horizon (T)=7202025.10 | 0.466 | 0.467 | |
| TimesNetForecasting Horizon (T)=Avg2025.10 | 0.472 | 0.463 | |
| FreTSForecasting Horizon (T)=Avg2025.10 | 0.489 | 0.474 | |
| MICNForecasting Horizon (T)=Avg2025.10 | 0.533 | 0.519 |