模型 | YelpChi | Amazon | ||||
F1 | AUC | Recall | F1 | AUC | Recall | |
GCN GAT GraphSAGE GraphConsis CARE-GNN | 0.5533 0.4649 0.5471 0.6070 0.6138 | 0.5281 0.5744 0.5464 0.7285 0.7705 | 0.5211 0.5386 0.5266 0.6208 0.7038 | 0.6598 0.6851 0.6495 0.7837 0.7857 | 0.7478 0.8102 0.7635 0.8407 0.8730 | 0.6680 0.6748 0.7036 0.8450 0.8367 |
RA-GNN | 0.6616 | 0.7859 | 0.7077 | 0.8228 | 0.8862 | 0.8527 |