Spatiotemporal Traffic Forecasting on Contra Costa (test)
12.5MAEIGSTGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IGSTGNNHorizon=32026.01 | 12.5 | 21.37 | 0.1414 | |
| D2STGNNHorizon=32026.01 | 12.91 | 21.76 | 0.1726 | |
| BiSTHorizon=32026.01 | 13.31 | 23.29 | 0.1457 | |
| IGSTGNNHorizon=Average2026.01 | 13.43 | 22.5 | 0.1584 | |
| IGSTGNNHorizon=62026.01 | 13.44 | 22.83 | 0.1601 | |
| D2STGNNHorizon=62026.01 | 14.03 | 23.47 | 0.2045 | |
| D2STGNNHorizon=Average2026.01 | 14.09 | 23.31 | 0.2019 | |
| STTNHorizon=32026.01 | 14.23 | 23.95 | 0.1548 | |
| DSTAGNNHorizon=32026.01 | 14.35 | 24.51 | 0.1475 | |
| DCRNNHorizon=32026.01 | 14.42 | 24.81 | 0.1495 | |
| BiSTHorizon=Average2026.01 | 14.62 | 25.13 | 0.1618 | |
| AGCRNHorizon=32026.01 | 14.65 | 24.36 | 0.1496 | |
| BiSTHorizon=62026.01 | 14.67 | 25.88 | 0.1916 | |
| GWNETHorizon=32026.01 | 14.69 | 24.67 | 0.1716 | |
| LSTMHorizon=32026.01 | 14.78 | 24.95 | 0.1563 | |
| IGSTGNNHorizon=122026.01 | 14.81 | 24.13 | 0.1795 | |
| ASTGCNHorizon=32026.01 | 14.94 | 25.38 | 0.1575 | |
| DSTAGNNHorizon=Average2026.01 | 15.28 | 25.74 | 0.1665 | |
| STTNHorizon=62026.01 | 15.32 | 26.14 | 0.19 | |
| DSTAGNNHorizon=62026.01 | 15.48 | 26.32 | 0.1902 | |
| STTNHorizon=Average2026.01 | 15.59 | 26.02 | 0.1719 | |
| DGCRNHorizon=32026.01 | 15.62 | 25.32 | 0.1844 | |
| AGCRNHorizon=62026.01 | 15.91 | 27.06 | 0.1878 | |
| GWNETHorizon=62026.01 | 15.93 | 27.78 | 0.2016 | |
| AGCRNHorizon=Average2026.01 | 15.98 | 26.51 | 0.1694 | |
| DCRNNHorizon=62026.01 | 16 | 28.06 | 0.1837 | |
| D2STGNNHorizon=122026.01 | 16.01 | 25.7 | 0.2389 | |
| DCRNNHorizon=Average2026.01 | 16.17 | 27.67 | 0.165 | |
| STGCNHorizon=32026.01 | 16.39 | 24.66 | 0.1385 | |
| GWNETHorizon=Average2026.01 | 16.46 | 27.5 | 0.1824 | |
| HLHorizon=32026.01 | 16.47 | 27.85 | 0.1658 | |
| DSTAGNNHorizon=122026.01 | 16.56 | 27.19 | 0.1683 | |
| BiSTHorizon=122026.01 | 16.59 | 27.12 | 0.1804 | |
| LSTMHorizon=Average2026.01 | 16.88 | 28.31 | 0.1774 | |
| LSTMHorizon=62026.01 | 16.89 | 29.02 | 0.1965 | |
| ASTGCNHorizon=62026.01 | 17.15 | 29.25 | 0.2272 | |
| ASTGCNHorizon=Average2026.01 | 17.31 | 28.68 | 0.2093 | |
| STTNHorizon=122026.01 | 18.32 | 29.06 | 0.1995 | |
| AGCRNHorizon=122026.01 | 18.41 | 29.38 | 0.1918 | |
| HLHorizon=62026.01 | 18.64 | 31.28 | 0.2065 | |
| HLHorizon=Average2026.01 | 19.15 | 31.71 | 0.1995 | |
| GWNETHorizon=122026.01 | 19.16 | 30.89 | 0.1921 | |
| DCRNNHorizon=122026.01 | 19.25 | 31.9 | 0.1887 | |
| DGCRNHorizon=62026.01 | 19.38 | 30.73 | 0.2905 | |
| STGCNHorizon=Average2026.01 | 19.71 | 29.35 | 0.1546 | |
| LSTMHorizon=122026.01 | 20.04 | 32.74 | 0.1973 | |
| DGCRNHorizon=Average2026.01 | 20.39 | 31.7 | 0.28 | |
| ASTGCNHorizon=122026.01 | 20.44 | 33 | 0.2742 | |
| STGCNHorizon=62026.01 | 20.75 | 30.82 | 0.1493 | |
| STGCNHorizon=122026.01 | 23.12 | 33.77 | 0.1985 | |
| HLHorizon=122026.01 | 23.44 | 37.52 | 0.2465 | |
| DGCRNHorizon=122026.01 | 29.01 | 43.17 | 0.4205 |