模型 | PeMS04 | PeMS07 | PeMS08 | ||||||
MAE | RMSE | MAPE | MAE | RMSE | MAPE | MAE | RMSE | MAPE | |
AGCRN | 19.83 | 32.26 | 12.97% | 22.37 | 36.55 | 9.12% | 15.95 | 25.22 | 10.09% |
LSGCN | 21.53 | 33.86 | 13.18% | 27.31 | 41.46 | 11.98% | 17.73 | 26.76 | 11.20% |
AGCRN+ | 19.02 | 31.42 | 12.80% | 21.50 | 35.00 | 9.01% | 15.30 | 25.01 | 9.93% |
LSGCN+ | 21.00 | 33.12 | 13.56% | 26.71 | 40.52 | 11.19% | 17.03 | 26.12 | 10.72.% |