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ResearchFormerly WizWand

Link Prediction on USAir (Hits@50)

0.9247Hits@50L-GRACE
0.7252280.7770140.82880.880586Sep 2, 2023Feb 13, 2024Jul 27, 2024Jan 8, 2025Jun 22, 2025Dec 4, 2025May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
L-GRACEAugmentation Strategy=random2026.050.9247
MPLP2023.090.9212
MPLPSupervision=Supervised, Source=MPLP reported2026.050.9212
GRACEAugmentation Strategy=random2026.050.9148
MPLP+features=walk-level2023.090.9124
MPLP+Supervision=Supervised, Source=MPLP reported2026.050.9124
L-GRACEAugmentation Strategy=optim2026.050.908
L-BGRLAugmentation Strategy=optim2026.050.9066
SEAL2023.090.9047
SEALSupervision=Supervised, Source=MPLP reported2026.050.9047
GRACEAugmentation Strategy=optim2026.050.9033
CSGCLAugmentation Strategy=optim2026.050.9016
GCNSupervision=Supervised2026.050.8974
BGRLAugmentation Strategy=optim2026.050.8974
ELPH2023.090.876
ELPHSupervision=Supervised, Source=MPLP reported2026.050.876
CN2023.090.8752
BGRLAugmentation Strategy=random2026.050.8711
CSGCLAugmentation Strategy=random2026.050.8626
NCNC2023.090.8616
NCNCSupervision=Supervised, Source=MPLP reported2026.050.8616
Neo-GNN2023.090.8607
RA2023.090.8595
AA2023.090.8551
SAGE2023.090.8381
L-BGRLAugmentation Strategy=random2026.050.7981
GCN2023.090.7329
GCNSupervision=Supervised, Source=MPLP reported2026.050.7329