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Multiplex Interaction Prediction on PINNACLE (transductive split)

0.831AUROC

CAZI-MBN

Updated 1mo ago

Evaluation Results

Method	Links
CAZI-MBN 2026.02		0.831	0.845	0.751	0.772
xCAPT5 2026.02		0.781	0.804	0.726	0.752
HDMI 2026.02		0.773	0.798	0.776	0.766
DMGI 2026.02		0.768	0.784	0.759	0.762
R-GCN 2026.02		0.761	0.786	0.754	0.753
R-GAT 2026.02		0.759	0.783	0.76	0.743
MultiplexSAGE 2026.02		0.752	0.775	0.763	0.749
PIPR 2026.02		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 Transformer 2026.02		0.701	0.704	0.7	0.726
GraphSAGE 2026.02		0.692	0.677	0.686	0.693
DGI 2026.02		0.688	0.695	0.698	0.684
MLP 2026.02		0.676	0.668	0.656	0.666
GCN 2026.02		0.659	0.67	0.666	0.679
XGB 2026.02		0.65	0.644	0.651	0.66