Short-term forecasting on Traffic
0.011MAEFreTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FreTSInput length=12, Prediction length=122023.11 | 0.011 | 0.023 | |
| GraphWaveNetInput length=12, Prediction length=122023.11 | 0.013 | 0.034 | |
| MTGNNInput length=12, Prediction length=122023.11 | 0.013 | 0.03 | |
| InformerInput length=12, Prediction length=122023.11 | 0.02 | 0.033 | |
| FEDformerInput length=12, Prediction length=122023.11 | 0.025 | 0.038 | |
| AutoformerInput length=12, Prediction length=122023.11 | 0.026 | 0.057 | |
| SFMInput length=12, Prediction length=122023.11 | 0.029 | 0.044 | |
| LSTNetInput length=12, Prediction length=122023.11 | 0.029 | 0.043 | |
| ReformerInput length=12, Prediction length=122023.11 | 0.029 | 0.042 | |
| DeepGLOInput length=12, Prediction length=122023.11 | 0.052 | 0.067 | |
| TCNInput length=12, Prediction length=122023.11 | 0.057 | 0.079 | |
| StemGNNInput length=12, Prediction length=122023.11 | 0.08 | 0.135 | |
| AGCRNInput length=12, Prediction length=122023.11 | 0.084 | 0.166 | |
| VARInput length=12, Prediction length=122023.11 | 0.535 | 1.133 |