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ResearchFormerly WizWand

Node Classification on DBLP3

66.16F1 ScoreDG-CoLearn
51.308855.164459.0262.8756May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DG-CoLearnGraph Partitioning Algorithm=CoLearnPartition2026.0566.16
DG-CoLearnGraph Partitioning Algorithm=Louvain2026.0563.96
DG-CoLearnGraph Partitioning Algorithm=Label-skew2026.0563.68
DG-CoLearnGraph Partitioning Algorithm=Metis2026.0559.66
FedDGLModel Type=Baseline2026.0558.36
FedProtoDynModel Type=Baseline2026.0556.48
FedSageDynModel Type=Baseline2026.0554.39
FedAvgDynModel Type=Baseline2026.0553.81
D-FedGNNModel Type=Baseline2026.0551.88