Multivariate Time Series Forecasting on Weather horizon 720
0.313MSETTM (2024)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TTM (2024)CoRA=true2026.03 | 0.313 | 0.322 | |
| TTM (2024)CoRA=false2026.03 | 0.315 | 0.33 | |
| TriTSLookback window=96, Prediction length=7202026.04 | 0.318 | 0.323 | |
| Moment (2024)CoRA=true2026.03 | 0.323 | 0.337 | |
| Moment (2024)CoRA=false2026.03 | 0.327 | 0.343 | |
| VisionTS++Lookback window=96, Prediction length=7202026.04 | 0.332 | 0.341 | |
| VisionTSLookback window=96, Prediction length=7202026.04 | 0.336 | 0.348 | |
| TimeMixerLookback window=96, Prediction length=7202026.04 | 0.339 | 0.341 | |
| DLinearLookback window=96, Prediction length=7202026.04 | 0.345 | 0.382 | |
| FDNetLookback window=96, Prediction length=7202026.04 | 0.346 | 0.343 | |
| WPMixerLookback window=96, Prediction length=7202026.04 | 0.346 | 0.346 | |
| Timer (2024)CoRA=true2026.03 | 0.356 | 0.366 | |
| Timer (2024)CoRA=false2026.03 | 0.36 | 0.375 | |
| iTransformerLookback window=96, Prediction length=7202026.04 | 0.361 | 0.351 | |
| PatchTSTLookback window=96, Prediction length=7202026.04 | 0.365 | 0.367 |