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ResearchFormerly WizWand

Link Prediction on E.coli (Hits@50)

87.07Hits@50MPLP+
50.326859.865969.40578.9441Sep 2, 2023Feb 13, 2024Jul 27, 2024Jan 8, 2025Jun 22, 2025Dec 4, 2025May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MPLP+features=walk-level2023.0987.07
MPLP+Supervision=Supervised, Source=MPLP reported2026.0587.07
MPLP2023.0986.11
MPLPSupervision=Supervised, Source=MPLP reported2026.0586.11
GRACEAugmentation Strategy=optim2026.0584.32
L-GRACEAugmentation Strategy=optim2026.0584.27
CSGCLAugmentation Strategy=optim2026.0584.16
NCNC2023.0983.94
NCNCSupervision=Supervised, Source=MPLP reported2026.0583.94
SEAL2023.0983.42
SEALSupervision=Supervised, Source=MPLP reported2026.0583.42
L-BGRLAugmentation Strategy=optim2026.0583.34
BGRLAugmentation Strategy=optim2026.0582.95
GRACEAugmentation Strategy=random2026.0581.93
GCNSupervision=Supervised2026.0581.91
L-BGRLAugmentation Strategy=random2026.0581.75
L-GRACEAugmentation Strategy=random2026.0581.67
BGRLAugmentation Strategy=random2026.0581.63
CSGCLAugmentation Strategy=random2026.0581.5
SAGE2023.0975.6
ELPH2023.0975.25
ELPHSupervision=Supervised, Source=MPLP reported2026.0575.25
RA2023.0974.45
Neo-GNN2023.0973.76
AA2023.0968.13
GCN2023.0961.02
GCNSupervision=Supervised, Source=MPLP reported2026.0561.02
CN2023.0951.74