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ResearchFormerly WizWand

Link Prediction on LastFM (AUPR, AUROC)

98.51AUPRHetSheaf
61.64271.213580.78590.3565Sep 12, 2024
Updated 6mo ago

Evaluation results

MethodLinks
HetSheafModel Category=Sheaf-based2024.0998.5198.33
GINModel Category=Homogeneous2024.0997.9997.75
R-GCNModel Category=Heterogeneous2024.0997.8997.93
Sheaf-NSDModel Category=Sheaf-based2024.0997.1696.58
GCNModel Category=Homogeneous2024.0997.0696.96
SAGEModel Category=Homogeneous2024.0995.1192.72
HANModel Category=Heterogeneous2024.0988.2683.32
HGTModel Category=Heterogeneous2024.0986.0274.55
GATModel Category=Homogeneous2024.0963.0651.14