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ResearchFormerly WizWand

Node Classification on Cora overlapping subgraph partitioning 10 Clients

83.65AccuracyFedGMC
59.241265.578171.91578.2519Jan 29, 2026Feb 14, 2026Mar 2, 2026Mar 19, 2026Apr 4, 2026Apr 20, 2026May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedGMCNumber of clients=102026.0583.65
FedICINumber of clients=102026.0583.38
FedSSANumber of clients=102026.0582.32
FedIIHNumber of clients=102026.0581.85
FED-PUBNumber of clients=102026.0581.54
FedSSAPartitioning Setting=overlapping subgraph partitioning2026.0181.02
FedTADNumber of clients=102026.0580.87
FedGTANumber of clients=102026.0580.59
FedIIHPartitioning Setting=overlapping subgraph partitioning2026.0180.57
AdaFGLNumber of clients=102026.0580.09
LocalNumber of clients=102026.0579.94
FED-PUBPartitioning Setting=overlapping subgraph partitioning2026.0179.6
FedPerNumber of clients=102026.0579.35
FedTADPartitioning Setting=overlapping subgraph partitioning2026.0179.29
GCFLPartitioning Setting=overlapping subgraph partitioning2026.0178.84
FedPerPartitioning Setting=overlapping subgraph partitioning2026.0178.73
GCFLNumber of clients=102026.0578.66
AdaFGLPartitioning Setting=overlapping subgraph partitioning2026.0178.5
FedProxPartitioning Setting=overlapping subgraph partitioning2026.0177.85
FedSage+Partitioning Setting=overlapping subgraph partitioning2026.0177.52
FedAvgPartitioning Setting=overlapping subgraph partitioning2026.0176.48
FedGTAPartitioning Setting=overlapping subgraph partitioning2026.0176.42
LocalPartitioning Setting=overlapping subgraph partitioning2026.0173.98
FedGNNPartitioning Setting=overlapping subgraph partitioning2026.0170.63
FedGNNNumber of clients=102026.0570.12
FedAvgNumber of clients=102026.0569.19
FedSage+Number of clients=102026.0569.05
FedProxNumber of clients=102026.0560.18