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ResearchFormerly WizWand

Graph Classification on NCI1 (Macro F1, Micro F1)

79.46Macro F1HetSheaf
63.038467.301771.56575.8283Sep 12, 2024
Updated 6mo ago

Evaluation results

MethodLinks
HetSheafModel Type=Heterogeneous Sheaf2024.0979.4679.46
HGTModel Type=Heterogeneous2024.0979.2979.32
HANModel Type=Heterogeneous2024.0977.9878.1
Sheaf-NSDModel Type=Sheaf-based2024.0972.372.3
R-GCNModel Type=Heterogeneous2024.0964.8465.69
GCNModel Type=Homogeneous2024.0964.1764.96
GATModel Type=Homogeneous2024.0964.1764.96
GINModel Type=Homogeneous2024.0964.1764.96
SAGEModel Type=Homogeneous2024.0963.6765.45