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ResearchFormerly WizWand

Link Prediction on LiveJournal

0.868AUCNMM-GNN
0.554960.636230.71750.79877Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NMM-GNNEmbedding Dimension=642024.110.868
NMMEmbedding Dimension=642024.110.842
RaREEmbedding Dimension=642024.110.799
NMM (Ed/Hd)Embedding Dimension=642024.110.792
NRPEmbedding Dimension=642024.110.787
NMM (Hd/Hd)Embedding Dimension=642024.110.76
NMM (Sd/Ed)Embedding Dimension=642024.110.745
NMM (Ed/Ed)Embedding Dimension=642024.110.712
GRAPHCLEmbedding Dimension=642024.110.694
K-GCNEmbedding Dimension=642024.110.691
NMM (Sd/Sd)Embedding Dimension=642024.110.69
NMM (Hd/Sd)Embedding Dimension=642024.110.688
HGCNEmbedding Dimension=642024.110.685
GINEmbedding Dimension=642024.110.672
GATEmbedding Dimension=642024.110.653
GELTOREmbedding Dimension=642024.110.653
GCNEmbedding Dimension=642024.110.626
RolxEmbedding Dimension=642024.110.601
GraphWaveEmbedding Dimension=642024.110.59
GraphSAGEEmbedding Dimension=642024.110.59
GraRepEmbedding Dimension=642024.110.567