Short-term forecasting on ECG
0.053MAEFreTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FreTSInput length=12, Prediction length=122023.11 | 0.053 | 0.078 | |
| AutoformerInput length=12, Prediction length=122023.11 | 0.055 | 0.085 | |
| FEDformerInput length=12, Prediction length=122023.11 | 0.055 | 0.08 | |
| AGCRNInput length=12, Prediction length=122023.11 | 0.055 | 0.08 | |
| InformerInput length=12, Prediction length=122023.11 | 0.056 | 0.078 | |
| ReformerInput length=12, Prediction length=122023.11 | 0.062 | 0.09 | |
| LSTNetInput length=12, Prediction length=122023.11 | 0.085 | 0.12 | |
| VARInput length=12, Prediction length=122023.11 | 0.09 | 0.131 | |
| MTGNNInput length=12, Prediction length=122023.11 | 0.09 | 0.139 | |
| GraphWaveNetInput length=12, Prediction length=122023.11 | 0.093 | 0.142 | |
| StemGNNInput length=12, Prediction length=122023.11 | 0.1 | 0.13 | |
| DeepGLOInput length=12, Prediction length=122023.11 | 0.107 | 0.163 | |
| SFMInput length=12, Prediction length=122023.11 | 0.11 | 0.163 | |
| TCNInput length=12, Prediction length=122023.11 | 0.115 | 0.17 |