Channel-wise Asynchronous Forecasting on SolarWind m=0.375 Case 2 (test)
0.452CMSECTF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTFApproach=Channel-Dependent2025.06 | 0.452 | 0.507 | |
| DLinearApproach=Channel-Independent2025.06 | 0.452 | 0.559 | |
| TimeXerApproach=Channel-Dependent2025.06 | 0.462 | 0.505 | |
| BiTGraphApproach=Missing2025.06 | 0.467 | 0.542 | |
| Hi-PatchApproach=Irregular modeling2025.06 | 0.468 | 0.513 | |
| TimeFilterApproach=Channel-Dependent2025.06 | 0.471 | 0.498 | |
| tPatchGNNApproach=Irregular modeling2025.06 | 0.496 | 0.542 | |
| CrossGNNApproach=Channel-Dependent2025.06 | 0.511 | 0.529 | |
| PatchTSTApproach=Channel-Independent2025.06 | 0.515 | 0.561 | |
| DUETApproach=Channel-Dependent2025.06 | 0.52 | 0.569 | |
| TimeMixer++Approach=Channel-Independent2025.06 | 0.531 | 0.545 | |
| TimesNetApproach=Channel-Dependent2025.06 | 0.537 | 0.527 | |
| iTrans.Approach=Channel-Dependent2025.06 | 0.539 | 0.548 |