Model Accuracy Precision Recall F1-score ROC-AUC
GCN-None 0.853 0.836 0.860 0.848 0.927
GAT-None 0.864 0.840 0.883 0.861 0.912
SAGE-None 0.865 0.864 0.866 0.865 0.936
GINE-None 0.884 0.852 0.921 0.885 0.940
GCN-AIR 0.876 0.853 0.905 0.878 0.920
GAT-AIR 0.871 0.844 0.905 0.873 0.942
SAGE-AIR 0.877 0.857 0.905 0.880 0.942
GINE-AIR 0.897 0.875 0.922 0.898 0.951
GINE-AIR with pre-training
0.903
0.898
0.908
0.903
0.965