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ResearchFormerly WizWand

Multi-label classification on Wikipedia Hyperlink

81.7Jaccard IndexNMM-GNN
46.96455.9826574.018Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NMM-GNNEmbedding dimension=642024.1181.75.583
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/H^d2024.11816.681.6
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/H^d2024.1180.56.282.4
NMMEmbedding dimension=642024.1180.35.882.5
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/E^d2024.1179.96.682.3
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/E^d2024.1179.26.882
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/S^d2024.1178.47.179.7
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/S^d2024.11768.276.4
RaREEmbedding dimension=642024.1175.76.882.3
NRPEmbedding dimension=642024.1175.57.181.1
kappa-GCNEmbedding dimension=642024.11757.181.6
HGCNEmbedding dimension=642024.1169.8678.4
GINEmbedding dimension=642024.1165.16.976.1
GRAPHCLEmbedding dimension=642024.1164.56.676.4
GATEmbedding dimension=642024.1164.26.576.2
GELTOREmbedding dimension=642024.11646.876.7
GCNEmbedding dimension=642024.1163.76.576.4
GraphSAGEEmbedding dimension=642024.1162.88.368.7
RolxEmbedding dimension=642024.1157.117.656
GraphWaveEmbedding dimension=642024.1155.318.154.8
GraRepEmbedding dimension=642024.1148.322.750.2