Channel-wise Asynchronous Forecasting on SolarWind m=0.250 Case 2 (test)
0.429CMSECTF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTFApproach=Channel-Dependent2025.06 | 0.429 | 0.482 | |
| DLinearApproach=Channel-Independent2025.06 | 0.436 | 0.538 | |
| TimeXerApproach=Channel-Dependent2025.06 | 0.442 | 0.488 | |
| TimeFilterApproach=Channel-Dependent2025.06 | 0.444 | 0.477 | |
| BiTGraphApproach=Missing2025.06 | 0.444 | 0.523 | |
| Hi-PatchApproach=Irregular modeling2025.06 | 0.45 | 0.495 | |
| PatchTSTApproach=Channel-Independent2025.06 | 0.456 | 0.509 | |
| TimeMixer++Approach=Channel-Independent2025.06 | 0.467 | 0.499 | |
| tPatchGNNApproach=Irregular modeling2025.06 | 0.467 | 0.514 | |
| DUETApproach=Channel-Dependent2025.06 | 0.47 | 0.525 | |
| CrossGNNApproach=Channel-Dependent2025.06 | 0.487 | 0.505 | |
| TimesNetApproach=Channel-Dependent2025.06 | 0.495 | 0.495 | |
| iTrans.Approach=Channel-Dependent2025.06 | 0.496 | 0.512 |