Research Article
Multibranch Adaptive Fusion Graph Convolutional Network for Traffic Flow Prediction
Table 2
The parallel multiscale structure results.
| | Dataset | Model name | Mean MAE | Mean RMSE | Mean MAPE (%) |
| | METR-LR | Single-branch (similar parameters) | 3.58 | 7.18 | 10.21 | | Multibranch (addition fusion) | 3.13 | 6.26 | 8.65 |
| | PEMS-BAY | Single-branch (similar parameters) | 1.80 | 4.05 | 4.18 | | Multibranch (addition fusion) | 1.62 | 3.61 | 3.72 |
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