基于图神经网络的路面病害态势预测方法

马泽超,刘小明,夏汗青,王伟强,王久增,申海涛

Pavement distress situation prediction method based on graph neural network

Zechao MA,Xiaoming LIU,Hanqing XIA,Weiqiang WANG,Jiuzeng WANG,Haitao SHEN

表 7 不同训练比下的性能比较结果

Tab.7 Performance comparison results for varying training ratios

Q MAE MSE RMSE Recall 0.8 3.1191 27.1376 5.2049 0.8889 0.7 2.7190 23.9804 4.7967 0.9323 0.6 3.4191 52.8513 6.7805 0.9130 0.5 3.6939 60.6198 7.5210 0.9173