Traffic Speed Prediction on PeMS-Bay (Tp=3, 6, 12 horizons)
1.17MAE (Tp=3)STEI-PCN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| STEI-PCN2025.04 | 1.17 | 2.46 | 2.33 | 1.47 | 3.35 | 3.12 | 1.88 | 4.42 | 4.28 | |
| STD-MAEPublication Year=20242025.04 | 1.23 | 2.62 | 2.56 | 1.53 | 3.53 | 3.42 | 1.77 | 4.2 | 4.17 | |
| STEPPublication Year=20222025.04 | 1.26 | 2.73 | 2.59 | 1.55 | 3.58 | 3.43 | 1.79 | 4.2 | 4.18 | |
| STIDPublication Year=20222025.04 | 1.3 | 2.81 | 2.73 | 1.62 | 3.72 | 3.68 | 1.89 | 4.4 | 4.47 | |
| STAEformerPublication Year=20232025.04 | 1.31 | 2.78 | 2.76 | 1.62 | 3.68 | 3.62 | 1.88 | 4.34 | 4.41 | |
| RGDANPublication Year=20242025.04 | 1.31 | 2.79 | 2.77 | 1.56 | 3.55 | 3.47 | 1.82 | 4.2 | 4.28 | |
| T-GraphormerPublication Year=20252025.04 | 1.31 | 2.55 | 2.71 | 1.52 | 3.14 | 3.23 | 1.76 | 3.78 | 3.91 | |
| PDFormerPublication Year=20232025.04 | 1.32 | 2.83 | 2.78 | 1.64 | 3.79 | 3.71 | 1.91 | 4.43 | 4.51 |