Multivariate Time Series Forecasting on Weather Horizon 720 (test)
0.3189MSETimeXer + CRC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.3189 | 0.3283 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.323 | 0.336 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.3257 | 0.3319 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.3277 | 0.354 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.34 | 0.3406 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.3454 | 0.3819 | |
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.356 | 0.3475 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.3593 | 0.3539 |