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Link Prediction on Yeast (Hits@50)

85.36Hits@50MPLP
70.48874.34978.2182.071Sep 2, 2023Feb 13, 2024Jul 27, 2024Jan 8, 2025Jun 22, 2025Dec 4, 2025May 18, 2026

Evaluation results

MethodLinks
MPLP2023.0985.36
MPLPSupervision=Supervised, Source=MPLP reported2026.0585.36
MPLP+features=walk-level2023.0984.95
MPLP+Supervision=Supervised, Source=MPLP reported2026.0584.95
L-GRACEAugmentation Strategy=optim2026.0584.38
L-GRACEAugmentation Strategy=random2026.0584.33
BGRLAugmentation Strategy=optim2026.0584.25
GRACEAugmentation Strategy=random2026.0584.23
L-BGRLAugmentation Strategy=optim2026.0584.22
GCNSupervision=Supervised2026.0584.19
SEAL2023.0983.92
SEALSupervision=Supervised, Source=MPLP reported2026.0583.92
CSGCLAugmentation Strategy=optim2026.0583.53
Neo-GNN2023.0983.14
GRACEAugmentation Strategy=optim2026.0583.14
ELPH2023.0982.74
ELPHSupervision=Supervised, Source=MPLP reported2026.0582.74
BGRLAugmentation Strategy=random2026.0582.72
NCNC2023.0982
NCNCSupervision=Supervised, Source=MPLP reported2026.0582
CSGCLAugmentation Strategy=random2026.0581.68
L-BGRLAugmentation Strategy=random2026.0581.52
AA2023.0973.62
RA2023.0973.62
GCN2023.0973.15
GCNSupervision=Supervised, Source=MPLP reported2026.0573.15
CN2023.0972.6
SAGE2023.0971.06