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Multiplex Interaction Prediction on MetaConserve zero-shot

0.738AUROC

CAZI-MBN

Updated 1mo ago

Evaluation Results

Method	Links
CAZI-MBN 2026.02		0.738	0.722	0.749	0.653
CAZI-MBN 2026.02		0.738	0.722	0.749	0.653
HDMI 2026.02		0.709	0.71	0.704	0.707
HDMI 2026.02		0.709	0.71	0.704	0.707
R-GAT 2026.02		0.703	0.705	0.691	0.699
DMGI 2026.02		0.702	0.701	0.698	0.695
R-GCN 2026.02		0.699	0.702	0.683	0.685
MultiplexSAGE 2026.02		0.697	0.692	0.685	0.688
DrugBAN 2026.02		0.692	0.705	0.707	0.708
DrugBAN 2026.02		0.692	0.705	0.707	0.708
MolTrans 2026.02		0.688	0.7	0.69	0.693
MLP (LLM) 2026.02		0.659	0.662	0.664	0.672
Graph Transformer 2026.02		0.651	0.66	0.652	0.648
Graph Transformer 2026.02		0.651	0.66	0.652	0.648
DGI 2026.02		0.646	0.647	0.638	0.64
XGB (LLM) 2026.02		0.631	0.637	0.635	0.633
GraphSAGE 2026.02		0.63	0.633	0.627	0.634
GCN 2026.02		0.617	0.621	0.61	0.622
MLP 2026.02		0.607	0.6	0.612	0.621
XGB 2026.02		0.598	0.591	0.6	0.598