Spatial-temporal Time Series Forecasting on PEMS07
21.19MAESCINet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCINet2021.06 | 21.19 | 8.83 | 34.03 | 5.27 | |
| STFGNN2021.06 | 22.07 | 9.21 | 35.8 | — | |
| AGCRN2021.06 | 22.37 | 9.12 | 36.55 | — | |
| STSGCN2021.06 | 24.26 | 10.21 | 39.03 | — | |
| STGCN2021.06 | 25.38 | 11.08 | 38.78 | — | |
| Graph WaveNet2021.06 | 26.85 | 12.12 | 42.78 | — | |
| ASTGCN(r)2021.06 | 28.05 | 13.92 | 42.57 | — | |
| DCRNN2021.06 | 28.3 | 11.66 | 38.58 | — | |
| LSTMre-implemented=true2021.06 | 29.98 | 15.33 | 42.84 | — | |
| TCNre-implemented=true, variant=normal convolutions2021.06 | 30.53 | 13.88 | 41.02 | — | |
| TCNre-implemented=true2021.06 | 32.72 | 14.26 | 42.23 | — |