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Multiplex interaction prediction on DGIdb (transductive)

71.5AUROC

CAZI-MBN

Updated 1mo ago

Evaluation Results

Method	Links
CAZI-MBN 2026.02		71.5	72.9	68.7	68.4
HDMI 2026.02		55.1	55.7	54	51.1
DGCL 2026.02		51.9	53.1	52.7	51.2
Graph Transformer 2026.02		50.5	51.4	49.3	50.8
CAZI-MBN 2026.02		0.715	0.729	0.687	0.684
HDMI 2026.02		0.551	0.557	0.54	0.511
DMGI 2026.02		0.547	0.542	0.533	0.505
R-GAT 2026.02		0.544	0.549	0.521	0.514
R-GCN 2026.02		0.536	0.541	0.53	0.508
MultiplexSAGE 2026.02		0.532	0.539	0.549	0.507
DGCL 2026.02		0.519	0.531	0.527	0.512
XGB (LLM) 2026.02		0.517	0.572	0.541	0.488
CoSMIG 2026.02		0.517	0.523	0.522	0.509
MLP (LLM) 2026.02		0.511	0.561	0.536	0.503
Graph Transformer 2026.02		0.505	0.514	0.493	0.508
DGI 2026.02		0.503	0.507	0.51	0.5
GCN 2026.02		0.482	0.493	0.511	0.491
GraphSAGE 2026.02		0.447	0.467	0.527	0.473
XGB 2026.02		0.35	0.389	0.579	0.421
MLP 2026.02		0.284	0.375	0.609	0.407