Multiplex Interaction Prediction on PINNACLE (transductive split) benchmark leaderboard · SOTA2 Research

Multiplex Interaction Prediction on PINNACLE (transductive split)

0.831AUROCCAZI-MBN

Evaluation Results

Method	Links
CAZI-MBN2026.02		0.831	0.845	0.751	0.772
xCAPT52026.02		0.781	0.804	0.726	0.752
HDMI2026.02		0.773	0.798	0.776	0.766
DMGI2026.02		0.768	0.784	0.759	0.762
R-GCN2026.02		0.761	0.786	0.754	0.753
R-GAT2026.02		0.759	0.783	0.76	0.743
MultiplexSAGE2026.02		0.752	0.775	0.763	0.749
PIPR2026.02		0.747	0.759	0.741	0.732
XGB (LLM)2026.02		0.742	0.767	0.744	0.734
MLP (LLM)2026.02		0.733	0.751	0.699	0.708
Graph Transformer2026.02		0.701	0.704	0.7	0.726
GraphSAGE2026.02		0.692	0.677	0.686	0.693
DGI2026.02		0.688	0.695	0.698	0.684
MLP2026.02		0.676	0.668	0.656	0.666
GCN2026.02		0.659	0.67	0.666	0.679
XGB2026.02		0.65	0.644	0.651	0.66