Multivariate Time Series Forecasting on ETTh2 Horizon 96 (test)
0.271MSETTM (2024)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TTM (2024)CoRA=true2026.03 | 0.271 | 0.321 | |
| TTM (2024)CoRA=false2026.03 | 0.272 | 0.33 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.2854 | 0.3376 | |
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.2858 | 0.3372 | |
| Timer (2024)CoRA=true2026.03 | 0.287 | 0.339 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.2906 | 0.3446 | |
| Timer (2024)CoRA=false2026.03 | 0.292 | 0.344 | |
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.2924 | 0.3468 | |
| Moment (2024)CoRA=true2026.03 | 0.302 | 0.349 | |
| Moment (2024)CoRA=false2026.03 | 0.31 | 0.361 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.3172 | 0.3663 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.3373 | 0.3748 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.3414 | 0.3953 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.3423 | 0.3792 |