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ResearchFormerly WizWand

Multi-label classification on Wikipedia Clickstream

49.7Jaccard Index (JI)NMM-GNN
31.18835.99440.845.606Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NMM-GNNEmbedding dimension=642024.1149.716.560.8
NMMEmbedding dimension=642024.1149.218.559
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/H^d2024.1148.120.757.9
RaREEmbedding dimension=642024.1147.820.758
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/E^d2024.1147.720.956.2
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/H^d2024.1147.420.956.8
NRPEmbedding dimension=642024.1146.520.957.1
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/E^d2024.1146.221.756
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/S^d2024.1145.122.955.7
NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/S^d2024.1144.827.844.2
HGCNEmbedding dimension=642024.1138.120.654.3
kappa-GCNEmbedding dimension=642024.1137.620.955
GINEmbedding dimension=642024.1133.724.450.6
GATEmbedding dimension=642024.1133.424.251.2
GRAPHCLEmbedding dimension=642024.1133.324.151
GELTOREmbedding dimension=642024.1133.224.150.9
GraphSAGEEmbedding dimension=642024.1133.126.645.1
GCNEmbedding dimension=642024.1133.124.150.7
GraphWaveEmbedding dimension=642024.1132.82744.6
RolxEmbedding dimension=642024.1132.228.144.9
GraRepEmbedding dimension=642024.1131.928.344.4