Method

UCI

AS

Math

Facebook

Enron

GCN

0.7792

0.7835

0.7986

0.6942

0.7879

GAT

0.7668

0.7906

0.8351

0.6991

0.8344

GIN

0.8366

0.8571

0.8681

0.7415

0.8453

DynGEM

0.9032

0.9372

0.9025

0.8019

0.8926

dynAE

0.9189

0.9404

0.9178

-

-

dynRNN

0.8927

0.9107

-

-

-

dynAERNN

0.9008

0.9139

-

-

-

GCRN

0.8579

0.8648

0.8217

0.7262

0.8807

EvolveGCN

0.9102

0.9227

0.9034

0.8056

0.9025

Bi-GTGNN

0.9214

0.9436

0.9279

0.8591

0.9307