Metric: CA MAE (lower is better)
| # | Model↕ | CA MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PatchSTG | 17.35 | No | Efficient Large-Scale Traffic Forecasting with T... | 2024-12-13 | Code |
| 2 | STID | 18.41 | No | Spatial-Temporal Identity: A Simple yet Effectiv... | 2022-08-10 | Code |
| 3 | STWave | 19.69 | No | - | - | Code |
| 4 | STGODE | 20.77 | No | Spatial-Temporal Graph ODE Networks for Traffic ... | 2021-06-24 | Code |
| 5 | GWNET | 21.72 | No | Graph WaveNet for Deep Spatial-Temporal Graph Mo... | 2019-05-31 | Code |
| 6 | RPMixer | 25.07 | No | RPMixer: Shaking Up Time Series Forecasting with... | 2024-02-16 | - |