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ResearchFormerly WizWand

Link Prediction on Citeseer (MRR)

71.5MRRTrans. with X-LogSMask
25.854437.704749.55561.4053Oct 14, 2025Nov 26, 2025Jan 9, 2026Feb 21, 2026Apr 6, 2026May 19, 2026Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Trans. with X-LogSMaskconfiguration=1-layer2026.0771.5
Trans. with X-LogSMaskconfiguration=full2026.0771.5
TAU2025.1065.49
LPFormer2025.1065.42
LPFormertype=Graph Neural Networks2026.0765.42
NCNC2025.1064.03
NCNCtype=Graph Neural Networks2026.0764.03
GAE2025.1063.33
BUDDY2025.1059.48
BUDDYtype=Graph Neural Networks2026.0759.48
NCN2025.1054.97
NCNtype=Graph Neural Networks2026.0754.97
Neo-GNN2025.1053.97
Neo-GNNtype=Graph Neural Networks2026.0753.97
GCN2025.1050.01
GCNtype=Graph Neural Networks2026.0750.01
GraphSAGE2025.1047.84
SAGEtype=Graph Neural Networks2026.0747.84
SEAL2025.1039.36
SEALtype=Graph Neural Networks2026.0739.36
NBFNet2025.1038.17
AAtype=Heuristic Methods2026.0729.37
CNtype=Heuristic Methods2026.0728.34
RAtype=Heuristic Methods2026.0727.61