Multivariate Time Series Forecasting on ETTh2 Horizon 720 (test)
0.4328MSEPatchTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.4328 | 0.4532 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.4392 | 0.4567 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.444 | 0.4564 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.4485 | 0.4534 | |
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.4572 | 0.4661 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.4612 | 0.4644 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.8089 | 0.6381 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.8403 | 0.6611 |