Short-term forecasting on Wiki
0.041MAEFreTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FreTSInput length=12, Prediction length=122023.11 | 0.041 | 0.074 | |
| AGCRNInput length=12, Prediction length=122023.11 | 0.044 | 0.079 | |
| ReformerInput length=12, Prediction length=122023.11 | 0.047 | 0.083 | |
| InformerInput length=12, Prediction length=122023.11 | 0.051 | 0.086 | |
| VARInput length=12, Prediction length=122023.11 | 0.052 | 0.094 | |
| LSTNetInput length=12, Prediction length=122023.11 | 0.054 | 0.09 | |
| GraphWaveNetInput length=12, Prediction length=122023.11 | 0.061 | 0.105 | |
| FEDformerInput length=12, Prediction length=122023.11 | 0.068 | 0.098 | |
| AutoformerInput length=12, Prediction length=122023.11 | 0.069 | 0.103 | |
| SFMInput length=12, Prediction length=122023.11 | 0.081 | 0.156 | |
| TCNInput length=12, Prediction length=122023.11 | 0.094 | 0.142 | |
| MTGNNInput length=12, Prediction length=122023.11 | 0.101 | 0.14 | |
| DeepGLOInput length=12, Prediction length=122023.11 | 0.11 | 0.113 | |
| StemGNNInput length=12, Prediction length=122023.11 | 0.19 | 0.255 |