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Multiplex Interaction Prediction on TRRUST (transductive T)

0.905AUROC

CAZI-MBN

Updated 1mo ago

Evaluation Results

Method	Links
CAZI-MBN 2026.02		0.905	0.872	0.791	0.784
HDMI 2026.02		0.878	0.879	0.883	0.881
DMGI 2026.02		0.871	0.874	0.869	0.872
R-GAT 2026.02		0.868	0.871	0.866	0.875
GENER 2026.02		0.867	0.868	0.865	0.869
R-GCN 2026.02		0.865	0.867	0.861	0.87
MLP (LLM) 2026.02		0.861	0.868	0.856	0.859
MultiplexSAGE 2026.02		0.86	0.864	0.858	0.866
DL-GGI 2026.02		0.857	0.862	0.854	0.86
XGB (LLM) 2026.02		0.854	0.863	0.852	0.867
DGI 2026.02		0.841	0.844	0.845	0.847
Graph Transformer 2026.02		0.832	0.835	0.837	0.83
GraphSAGE 2026.02		0.822	0.826	0.819	0.824
GCN 2026.02		0.81	0.815	0.812	0.817
MLP 2026.02		0.796	0.799	0.801	0.803
XGB 2026.02		0.786	0.791	0.794	0.788