Multivariate Time Series Forecasting on ETTm2 Horizon 96 (test)
0.16MSETTM (2024)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TTM (2024)CoRA=true2026.03 | 0.16 | 0.247 | |
| TTM (2024)CoRA=false2026.03 | 0.164 | 0.25 | |
| Timer (2024)CoRA=true2026.03 | 0.166 | 0.243 | |
| Timer (2024)CoRA=false2026.03 | 0.168 | 0.25 | |
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.1701 | 0.2553 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.1706 | 0.2555 | |
| Moment (2024)CoRA=true2026.03 | 0.173 | 0.257 | |
| Moment (2024)CoRA=false2026.03 | 0.177 | 0.265 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.1836 | 0.2744 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.1842 | 0.2672 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.1849 | 0.2675 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.1858 | 0.2667 | |
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.1868 | 0.2692 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.1934 | 0.2928 |