Time Series Forecasting on Traffic (R^2, r, MASE)
0.723R^2vLinear
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| vLinearForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.723 | 0.88 | 0.767 | |
| OLinearForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.722 | 0.879 | 0.764 | |
| iTrans.Forecast Horizon=Avg, Lookback length (T)=962026.01 | 0.696 | 0.873 | 0.884 | |
| CARDForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.689 | 0.865 | 0.862 | |
| LeddamForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.685 | 0.868 | 0.926 | |
| PatchTSTForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.682 | 0.866 | 0.897 | |
| FilterNetForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.669 | 0.862 | 0.962 | |
| TimeMixerForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.664 | 0.861 | 0.971 | |
| TimesNetForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.644 | 0.862 | 1.04 | |
| DLinearForecast Horizon=Avg, Lookback length (T)=962026.01 | 0.535 | 0.808 | 1.232 |