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Traffic Prediction On Bjtaxi
Metrics
MAE @ in
MAE @ out
MAPE (%) @ in
MAPE (%) @ out
Results
Performance results of various models on this benchmark
| Paper Title | Repository | |||||
|---|---|---|---|---|---|---|
| SimVP+SVQ (Learnable) | 14.64 | - | - | - | Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach | |
| 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 | - |
| AGCRN | 12.30 | 12.38 | 15.61 | 15.75 | Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | |
| ST-SSL | 11.31 | 11.4 | 15.03 | 15.19 | Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction |
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