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