Multivariate Time Series Forecasting on Traffic S=720 (test)
0.441MSECDT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CDTLookback length (T)=96, Prediction length (S)=7202025.05 | 0.441 | 0.292 | |
| DistDFLookback length (T)=96, Prediction length (S)=7202025.05 | 0.452 | 0.297 | |
| TFPSLookback length (T)=96, Prediction length (S)=7202025.05 | 0.467 | 0.302 | |
| SEMPOLookback length (T)=96, Prediction length (S)=7202025.05 | 0.503 | 0.36 | |
| NumerionLookback length (T)=96, Prediction length (S)=7202025.05 | 0.507 | 0.301 | |
| GTRLookback length (T)=96, Prediction length (S)=7202025.05 | 0.514 | 0.301 | |
| iTransformerLookback length (T)=96, Prediction length (S)=7202025.05 | 0.514 | 0.322 | |
| RLinearLookback length (T)=96, Prediction length (S)=7202025.05 | 0.589 | 0.328 | |
| DLinearLookback length (T)=96, Prediction length (S)=7202025.05 | 0.626 | 0.382 | |
| TiDELookback length (T)=96, Prediction length (S)=7202025.05 | 0.64 | 0.35 | |
| TimesNetLookback length (T)=96, Prediction length (S)=7202025.05 | 0.645 | 0.394 | |
| PatchTSTLookback length (T)=96, Prediction length (S)=7202025.05 | 0.647 | 0.387 | |
| FEDformerLookback length (T)=96, Prediction length (S)=7202025.05 | 0.66 | 0.408 | |
| CrossformerLookback length (T)=96, Prediction length (S)=7202025.05 | 0.719 | 0.449 |