Traffic Flow Prediction on PeMS03 (test)
13.78MAESTEI-PCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STEI-PCNprediction horizon (Tp)=62025.04 | 13.78 | 22.17 | 14.26 | |
| STD-MAEprediction horizon (Tp)=62025.04 | 13.8 | 24.43 | 13.96 | |
| STEPprediction horizon (Tp)=62025.04 | 14.22 | 24.55 | 14.42 | |
| HTVGNNprediction horizon (Tp)=62025.04 | 14.3 | 24.59 | 14.69 | |
| DTRformerprediction horizon (Tp)=62025.04 | 14.5 | 25.45 | 14.94 | |
| GWNprediction horizon (Tp)=62025.04 | 14.59 | 25.24 | 15.52 | |
| DGCRNprediction horizon (Tp)=62025.04 | 14.6 | 26.2 | 14.87 | |
| MTGNNprediction horizon (Tp)=62025.04 | 14.85 | 25.23 | 14.55 | |
| STWaveprediction horizon (Tp)=62025.04 | 14.92 | 26.7 | 15.53 | |
| PDFormerprediction horizon (Tp)=62025.04 | 14.94 | 25.39 | 15.82 | |
| STPGCNprediction horizon (Tp)=62025.04 | 14.99 | 24.83 | 14.97 | |
| SSGCRTNprediction horizon (Tp)=62025.04 | 15.18 | 26.52 | 14.66 | |
| AGCRNprediction horizon (Tp)=62025.04 | 15.24 | 26.65 | 15.89 | |
| STNormprediction horizon (Tp)=62025.04 | 15.32 | 25.93 | 14.37 | |
| STIDprediction horizon (Tp)=62025.04 | 15.33 | 27.4 | 16.4 | |
| STAEformerprediction horizon (Tp)=62025.04 | 15.35 | 27.55 | 15.18 | |
| DCRNNprediction horizon (Tp)=62025.04 | 15.54 | 27.18 | 15.62 | |
| DSTAGNNprediction horizon (Tp)=62025.04 | 15.57 | 27.21 | 14.68 | |
| STGCNprediction horizon (Tp)=62025.04 | 15.83 | 27.51 | 16.13 | |
| Z-GCNETsprediction horizon (Tp)=62025.04 | 16.64 | 28.15 | 16.39 | |
| STFGCNprediction horizon (Tp)=62025.04 | 16.77 | 28.34 | 16.3 | |
| GMANprediction horizon (Tp)=62025.04 | 16.87 | 27.92 | 18.23 | |
| STSGCNprediction horizon (Tp)=62025.04 | 17.48 | 29.21 | 16.78 | |
| ASTGCNprediction horizon (Tp)=62025.04 | 17.69 | 29.66 | 19.4 |