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ResearchFormerly WizWand

Link Prediction on Wikipedia Clickstream

0.956AUCNMM-GNN
0.78960.83280.8760.9192Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NMM-GNNEmbedding dimension=642024.110.956
RaREEmbedding dimension=642024.110.93
NMMEmbedding dimension=642024.110.928
NRPEmbedding dimension=642024.110.918
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/H^d2024.110.917
GELTOREmbedding dimension=642024.110.914
GINEmbedding dimension=642024.110.912
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/H^d2024.110.912
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/E^d2024.110.91
GRAPHCLEmbedding dimension=642024.110.909
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/E^d2024.110.906
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/S^d2024.110.903
kappa-GCNEmbedding dimension=642024.110.902
HGCNEmbedding dimension=642024.110.899
GCNEmbedding dimension=642024.110.895
GraphSAGEEmbedding dimension=642024.110.893
GATEmbedding dimension=642024.110.89
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/S^d2024.110.865
GraphWaveEmbedding dimension=642024.110.861
RolxEmbedding dimension=642024.110.854
GraRepEmbedding dimension=642024.110.796