Multi-step short-term forecasting on METR-LA T=9
0.076MAEFreTS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FreTSInput length=122023.11 | 0.076 | 0.158 | |
| FEDformerInput length=122023.11 | 0.079 | 0.16 | |
| StemGNNInput length=122023.11 | 0.08 | 0.162 | |
| AGCRNInput length=122023.11 | 0.099 | 0.188 | |
| STGCNInput length=122023.11 | 0.102 | 0.209 | |
| AutoformerInput length=122023.11 | 0.106 | 0.178 | |
| ReformerInput length=122023.11 | 0.107 | 0.193 | |
| InformerInput length=122023.11 | 0.108 | 0.193 | |
| MTGNNInput length=122023.11 | 0.149 | 0.328 | |
| Graph WaveNetInput length=122023.11 | 0.196 | 0.382 | |
| DCRNNInput length=122023.11 | 0.216 | 0.269 |