| Paper | Code | 12 steps MAE | 12 steps MAPE | 12 steps RMSE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting | ✓ Link | 2.64 | 6.65 | 5.50 | STD-MAE | 2023-12-01 |
| A Decomposition Dynamic graph convolutional recurrent network for traffic forecasting | ✓ Link | 2.79 | 7.06 | 5.68 | DDGCRN | 2023-05-01 |
| Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction | ✓ Link | 2.79 | 6.99 | 5.81 | PM-DMNet(R) | 2024-08-12 |
| Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction | ✓ Link | 2.81 | 7.13 | 5.79 | PM-DMNet(P) | 2024-08-12 |
| Graph Neural Rough Differential Equations for Traffic Forecasting | ✓ Link | 2.85 | 7.14 | 5.76 | STG-NRDE | 2023-03-20 |
| Graph Neural Controlled Differential Equations for Traffic Forecasting | ✓ Link | 2.87 | 7.31 | 5.76 | STG-NCDE | 2021-12-07 |