Multivariate Long-Term Time Series Forecasting on Weather (MSE, MAE)
0.146MSETA-SparseMG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TA-SparseMGForecast horizon (T)=96, Look-back length (L)=7202026.06 | 0.146 | 0.199 | |
| StateFlowHorizon=Avg, Input length=962026.06 | 0.245 | 0.275 | |
| iTrans.Horizon=Avg, Input length=962026.06 | 0.258 | 0.278 | |
| TimesNetHorizon=Avg, Input length=962026.06 | 0.259 | 0.286 | |
| StationaryHorizon=Avg, Input length=962026.06 | 0.288 | 0.314 | |
| SimpleTMForecast horizon (T)=720, Look-back length (L)=7202026.06 | 0.309 | 0.331 |