Traffic Prediction On Bjtaxi
評価指標
MAE @ in
MAE @ out
MAPE (%) @ in
MAPE (%) @ out
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | MAE @ in | MAE @ out | MAPE (%) @ in | MAPE (%) @ out | Paper Title | Repository |
|---|---|---|---|---|---|---|
| STFGNN | 13.83 | 13.89 | 19.29 | 19.41 | Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting | |
| STSGCN | 12.72 | 12.79 | 17.22 | 17.35 | Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting | |
| ST-SSL | 11.31 | 11.4 | 15.03 | 15.19 | Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction | |
| AGCRN | 12.30 | 12.38 | 15.61 | 15.75 | Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | |
| SimVP+SVQ (Learnable) | 14.64 | - | - | - | SVQ: Sparse Vector Quantization for Spatiotemporal Forecasting |
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