Channel-wise Asynchronous Forecasting on SolarWind m=0.500 Case 2 (test)
0.475CMSECTF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTFApproach=Channel-Dependent2025.06 | 0.475 | 0.533 | |
| DLinearApproach=Channel-Independent2025.06 | 0.478 | 0.587 | |
| BiTGraphApproach=Missing2025.06 | 0.495 | 0.562 | |
| Hi-PatchApproach=Irregular modeling2025.06 | 0.5 | 0.542 | |
| TimeXerApproach=Channel-Dependent2025.06 | 0.514 | 0.543 | |
| TimeFilterApproach=Channel-Dependent2025.06 | 0.522 | 0.533 | |
| tPatchGNNApproach=Irregular modeling2025.06 | 0.522 | 0.571 | |
| CrossGNNApproach=Channel-Dependent2025.06 | 0.553 | 0.562 | |
| PatchTSTApproach=Channel-Independent2025.06 | 0.593 | 0.616 | |
| TimesNetApproach=Channel-Dependent2025.06 | 0.595 | 0.564 | |
| DUETApproach=Channel-Dependent2025.06 | 0.599 | 0.629 | |
| iTrans.Approach=Channel-Dependent2025.06 | 0.606 | 0.598 | |
| TimeMixer++Approach=Channel-Independent2025.06 | 0.633 | 0.613 |