Traffic Prediction on Abilene 60 minutes forecasting horizon
4.0905MAEGLSTaGAT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GLSTaGAT2025.05 | 4.0905 | 5.039 | 28.1796 | |
| TGCN2025.05 | 4.4804 | 4.6907 | 32.0911 | |
| FCSTGNN2025.05 | 6.6613 | 6.8886 | 31.0963 | |
| STFGNN2025.05 | 6.9557 | 7.1673 | 50.0843 | |
| STGAFormer2025.05 | 7.3737 | 7.322 | 34.8981 | |
| DCRNN2025.05 | 7.5323 | 8.2706 | 39.7013 | |
| FRIGATE2025.05 | 7.836 | 8.8796 | 32.2216 | |
| STGNN2025.05 | 8.2686 | 8.8032 | 39.2113 | |
| STECAGCN2025.05 | 9.1294 | 9.8064 | 36.1786 | |
| FCLSTM2025.05 | 10.7695 | 11.7635 | 35.9868 | |
| A3TGCN2025.05 | 12.0779 | 12.9049 | 42.7025 | |
| GraphWaveNet2025.05 | 12.1873 | 13.9285 | 44.1909 | |
| FNN2025.05 | 15.8688 | 16.5912 | 41.7413 |