Metric: GBA MAE (lower is better)
| # | Model↕ | GBA MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PatchSTG | 19.5 | No | Efficient Large-Scale Traffic Forecasting with T... | 2024-12-13 | Code |
| 2 | STID | 20.22 | No | Spatial-Temporal Identity: A Simple yet Effectiv... | 2022-08-10 | Code |
| 3 | STWave | 20.81 | No | - | - | Code |
| 4 | GWNET | 20.91 | No | Graph WaveNet for Deep Spatial-Temporal Graph Mo... | 2019-05-31 | Code |
| 5 | STGODE | 21.79 | No | Spatial-Temporal Graph ODE Networks for Traffic ... | 2021-06-24 | Code |
| 6 | RPMixer | 27.77 | No | RPMixer: Shaking Up Time Series Forecasting with... | 2024-02-16 | - |