Multi-step short-term forecasting on METR-LA T=12
0.08MAEFreTS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FreTSInput length=122023.11 | 0.08 | 0.166 | |
| FEDformerInput length=122023.11 | 0.086 | 0.175 | |
| StemGNNInput length=122023.11 | 0.093 | 0.175 | |
| AutoformerInput length=122023.11 | 0.099 | 0.184 | |
| AGCRNInput length=122023.11 | 0.109 | 0.204 | |
| ReformerInput length=122023.11 | 0.118 | 0.206 | |
| InformerInput length=122023.11 | 0.125 | 0.214 | |
| STGCNInput length=122023.11 | 0.128 | 0.238 | |
| MTGNNInput length=122023.11 | 0.153 | 0.316 | |
| Graph WaveNetInput length=122023.11 | 0.202 | 0.386 | |
| DCRNNInput length=122023.11 | 0.241 | 0.291 |