Spatiotemporal Traffic Forecasting on Alameda (test)
11.8MAEIGSTGNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IGSTGNNHorizon=32026.01 | 11.8 | 20.08 | 14.33 | |
| DSTAGNNHorizon=32026.01 | 12.48 | 21.25 | 14.74 | |
| IGSTGNNHorizon=62026.01 | 12.64 | 21.7 | 15.22 | |
| IGSTGNNHorizon=Average2026.01 | 12.69 | 21.73 | 15.43 | |
| AGCRNHorizon=32026.01 | 13.07 | 22.01 | 17.81 | |
| D2STGNNHorizon=32026.01 | 13.19 | 22.41 | 15.4 | |
| BiSTHorizon=32026.01 | 13.33 | 23.05 | 14.71 | |
| STTNHorizon=32026.01 | 13.39 | 22.07 | 18 | |
| DSTAGNNHorizon=Average2026.01 | 13.45 | 22.63 | 19.28 | |
| DSTAGNNHorizon=62026.01 | 13.53 | 23.13 | 15.62 | |
| DCRNNHorizon=32026.01 | 13.63 | 23.22 | 17.9 | |
| LSTMHorizon=32026.01 | 13.88 | 23.15 | 17.34 | |
| DGCRNHorizon=32026.01 | 14.18 | 23.77 | 20.24 | |
| IGSTGNNHorizon=122026.01 | 14.21 | 24.37 | 16.97 | |
| BiSTHorizon=Average2026.01 | 14.27 | 24.17 | 16.6 | |
| BiSTHorizon=62026.01 | 14.28 | 24.56 | 17.42 | |
| AGCRNHorizon=Average2026.01 | 14.34 | 24.03 | 19.78 | |
| ASTGCNHorizon=32026.01 | 14.6 | 24.69 | 17 | |
| D2STGNNHorizon=Average2026.01 | 14.62 | 24.67 | 17.09 | |
| D2STGNNHorizon=62026.01 | 14.64 | 24.9 | 16.65 | |
| AGCRNHorizon=62026.01 | 14.7 | 25.01 | 19.46 | |
| GWNETHorizon=32026.01 | 14.87 | 24.48 | 18.93 | |
| STTNHorizon=62026.01 | 14.89 | 24.9 | 20.2 | |
| STTNHorizon=Average2026.01 | 15.08 | 24.98 | 20.16 | |
| DSTAGNNHorizon=122026.01 | 15.24 | 25.27 | 30.1 | |
| HLHorizon=32026.01 | 15.6 | 26.44 | 18.62 | |
| DCRNNHorizon=62026.01 | 15.68 | 27.01 | 19.83 | |
| STGCNHorizon=32026.01 | 15.73 | 25.3 | 22.26 | |
| DCRNNHorizon=Average2026.01 | 15.78 | 26.83 | 19.49 | |
| LSTMHorizon=62026.01 | 15.86 | 26.86 | 20 | |
| LSTMHorizon=Average2026.01 | 16.04 | 26.82 | 19.83 | |
| BiSTHorizon=122026.01 | 16.6 | 27.98 | 19.3 | |
| ASTGCNHorizon=62026.01 | 16.79 | 28.86 | 21.26 | |
| DGCRNHorizon=62026.01 | 16.79 | 28.72 | 24.17 | |
| AGCRNHorizon=122026.01 | 16.81 | 27.79 | 22.47 | |
| D2STGNNHorizon=122026.01 | 17.09 | 28.39 | 19.91 | |
| ASTGCNHorizon=Average2026.01 | 17.16 | 29.08 | 22.08 | |
| STGCNHorizon=62026.01 | 17.68 | 28.88 | 28.14 | |
| GWNETHorizon=62026.01 | 17.69 | 29.49 | 21.45 | |
| GWNETHorizon=Average2026.01 | 17.76 | 29.49 | 22.77 | |
| DGCRNHorizon=Average2026.01 | 17.76 | 29.71 | 26.81 | |
| STGCNHorizon=Average2026.01 | 17.79 | 29.09 | 25.65 | |
| STTNHorizon=122026.01 | 17.86 | 29.36 | 22.25 | |
| HLHorizon=62026.01 | 18.48 | 31.5 | 21.61 | |
| HLHorizon=Average2026.01 | 19.06 | 32.24 | 21.72 | |
| DCRNNHorizon=122026.01 | 19.53 | 32.9 | 22.39 | |
| LSTMHorizon=122026.01 | 19.79 | 32.98 | 22.47 | |
| STGCNHorizon=122026.01 | 21.31 | 35.43 | 29.7 | |
| ASTGCNHorizon=122026.01 | 21.86 | 36.66 | 30.79 | |
| GWNETHorizon=122026.01 | 22.51 | 37.29 | 31.44 | |
| DGCRNHorizon=122026.01 | 24.44 | 39.97 | 40.04 | |
| HLHorizon=122026.01 | 24.86 | 41.63 | 26.98 |