Multivariate Time Series Forecasting on ETT2
0.377CMSECTF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CTFApproach=Channel-Dependent2025.06 | 0.377 | 0.383 | |
| TimeXerApproach=Channel-Dependent2025.06 | 0.38 | 0.388 | |
| TimeFilterApproach=Channel-Dependent2025.06 | 0.383 | 0.388 | |
| CrossGNNApproach=Channel-Dependent2025.06 | 0.386 | 0.388 | |
| DUETApproach=Channel-Dependent2025.06 | 0.388 | 0.389 | |
| PatchTSTApproach=Channel-Independent2025.06 | 0.39 | 0.396 | |
| tPatchGNNApproach=Irregular modeling2025.06 | 0.393 | 0.406 | |
| iTrans.Approach=Channel-Dependent2025.06 | 0.396 | 0.396 | |
| TimeMixer++Approach=Channel-Independent2025.06 | 0.396 | 0.4 | |
| Hi-PatchApproach=Irregular modeling2025.06 | 0.397 | 0.401 | |
| TimesNetApproach=Channel-Independent2025.06 | 0.399 | 0.396 | |
| DLinearApproach=Channel-Independent2025.06 | 0.455 | 0.447 |