Channel-wise Asynchronous Forecasting on SolarWind m=0.125 Case 2 (test)
0.409CMSECTF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTFApproach=Channel-Dependent2025.06 | 0.409 | 0.463 | |
| PatchTSTApproach=Channel-Independent2025.06 | 0.426 | 0.477 | |
| DLinearApproach=Channel-Independent2025.06 | 0.426 | 0.523 | |
| BiTGraphApproach=Missing2025.06 | 0.426 | 0.508 | |
| TimeXerApproach=Channel-Dependent2025.06 | 0.427 | 0.474 | |
| Hi-PatchApproach=Irregular modeling2025.06 | 0.427 | 0.473 | |
| TimeFilterApproach=Channel-Dependent2025.06 | 0.43 | 0.466 | |
| TimeMixer++Approach=Channel-Independent2025.06 | 0.436 | 0.473 | |
| DUETApproach=Channel-Dependent2025.06 | 0.445 | 0.499 | |
| tPatchGNNApproach=Irregular modeling2025.06 | 0.45 | 0.496 | |
| TimesNetApproach=Channel-Dependent2025.06 | 0.468 | 0.474 | |
| CrossGNNApproach=Channel-Dependent2025.06 | 0.472 | 0.488 | |
| iTrans.Approach=Channel-Dependent2025.06 | 0.475 | 0.491 |