Multivariate Time Series Forecasting on SolarWind
0.403CMSECTF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CTFApproach=Channel-Dependent2025.06 | 0.403 | 0.452 | |
| TimeFilterApproach=Channel-Dependent2025.06 | 0.404 | 0.449 | |
| PatchTSTApproach=Channel-Independent2025.06 | 0.417 | 0.467 | |
| DLinearApproach=Channel-Independent2025.06 | 0.421 | 0.516 | |
| TimeXerApproach=Channel-Dependent2025.06 | 0.424 | 0.469 | |
| TimeMixer++Approach=Channel-Independent2025.06 | 0.429 | 0.468 | |
| Hi-PatchApproach=Irregular modeling2025.06 | 0.431 | 0.473 | |
| DUETApproach=Channel-Dependent2025.06 | 0.438 | 0.491 | |
| tPatchGNNApproach=Irregular modeling2025.06 | 0.447 | 0.493 | |
| CrossGNNApproach=Channel-Dependent2025.06 | 0.465 | 0.478 | |
| iTrans.Approach=Channel-Dependent2025.06 | 0.47 | 0.485 | |
| TimesNetApproach=Channel-Independent2025.06 | 0.471 | 0.474 |