Traffic Forecasting on PeMS (Average of PeMSD3, PeMSD4, PeMSD7, PeMSD8, PeMSD7(M), PeMSD7(L)) v1 (test)
12.65MAESTG-NRDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STG-NRDE2023.03 | 12.65 | 21.25 | 9.83 | |
| STG-NCDE2021.12 | 12.72 | 21.33 | 0.101 | |
| STG-NCDE2023.03 | 12.72 | 21.33 | 10.1 | |
| DSTAGNN2023.03 | 12.92 | 21.63 | 10.2 | |
| Z-GCNETS2021.12 | 13.22 | 21.92 | 0.1044 | |
| Z-GCNETs2023.03 | 13.22 | 21.92 | 10.44 | |
| AGCRN2021.12 | 13.32 | 22.29 | 0.1037 | |
| AGCRN2023.03 | 13.32 | 22.29 | 10.37 | |
| STGODE2021.12 | 13.56 | 22.37 | 0.1077 | |
| STGODE2023.03 | 13.56 | 22.37 | 10.77 | |
| STFGNN2021.12 | 13.92 | 22.57 | 0.113 | |
| STFGNN2023.03 | 13.92 | 22.57 | 11.3 | |
| STSGCN2021.12 | 14.45 | 23.58 | 0.1142 | |
| STSGCN2023.03 | 14.45 | 23.58 | 11.42 | |
| ASTGCN(r)2021.12 | 14.86 | 23.95 | 0.1225 | |
| ASTGCN(r)2023.03 | 14.86 | 23.95 | 12.25 | |
| STGCN2021.12 | 14.88 | 24.22 | 0.123 | |
| STGCN2023.03 | 14.88 | 24.22 | 12.3 | |
| DCRNN2021.12 | 14.9 | 24.04 | 0.1275 | |
| DCRNN2023.03 | 14.9 | 24.04 | 12.75 | |
| GraphWaveNet2021.12 | 15.94 | 26.22 | 0.1296 | |
| GraphWaveNet2023.03 | 15.94 | 26.22 | 12.96 |