Method

Classifier

Database

Performance (ACC, AUC)

LPI-CNNCP

CNN

RPI1446

0.866 ± 0.2、/

NPI-GNN

Graph SAGE

NPInter2.0

0.933、/

Capsule-LPI

Capsule network

NPInter2.0

0.917 ± 0.86、0.953 ± 0.41

LPIGAC

GAE

NPInter2.0

/、0.936