Method

UCI

AS

Math

Facebook

Enron

GCN

0.7792

0.7835

0.7986

0.6942

0.7879

GCN++

0.8204

0.8357

0.8341

0.7312

0.8134

GAT

0.7668

0.7906

0.8351

0.6991

0.8344

GAT++

0.8079

0.8311

0.8653

0.7251

0.8570

GIN

0.8366

0.8571

0.8681

0.7415

0.8453

GIN++

0.8615

0.8762

0.8807

0.7849

0.8701

GTGNN

0.8535

0.8763

0.8719

0.7963

0.8832

Bi-GTGNN

0.9214

0.9436

0.9279

0.8591

0.9307