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ResearchFormerly WizWand

Node Classification on Amazon-ratings non-overlapping subgraph partitioning

46.56AccuracyFedGMC
31.771235.610639.4543.2894May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedGMCNumber of Clients=202026.0546.56
FedSSANumber of Clients=202026.0546.13
FedGMCNumber of Clients=52026.0546.11
FedGMCNumber of Clients=102026.0546.09
FedICINumber of Clients=202026.0546.07
LocalNumber of Clients=202026.0546.02
FedICINumber of Clients=52026.0545.97
LocalNumber of Clients=102026.0545.89
FED-PUBNumber of Clients=202026.0545.39
FedICINumber of Clients=102026.0545.36
FedIIHNumber of Clients=202026.0545.19
FedSSANumber of Clients=52026.0545.18
FedSSANumber of Clients=102026.0545.11
LocalNumber of Clients=52026.0545.03
FED-PUBNumber of Clients=102026.0544.85
FedTADNumber of Clients=202026.0544.5
FED-PUBNumber of Clients=52026.0544.41
FedIIHNumber of Clients=52026.0544.26
FedIIHNumber of Clients=102026.0544.24
FedTADNumber of Clients=52026.0543.59
FedTADNumber of Clients=102026.0543.35
AdaFGLNumber of Clients=202026.0542.59
AdaFGLNumber of Clients=102026.0542.3
FedAvgNumber of Clients=202026.0542.2
AdaFGLNumber of Clients=52026.0541.7
FedAvgNumber of Clients=102026.0541.66
FedAvgNumber of Clients=52026.0541.26
FedGTANumber of Clients=52026.0541.22
FedGTANumber of Clients=102026.0539.4
FedGTANumber of Clients=202026.0539.24
FedSage+Number of Clients=202026.0537.03
FedProxNumber of Clients=202026.0536.96
FedPerNumber of Clients=202026.0536.96
GCFLNumber of Clients=202026.0536.96
FedProxNumber of Clients=52026.0536.92
GCFLNumber of Clients=52026.0536.92
FedProxNumber of Clients=102026.0536.86
GCFLNumber of Clients=102026.0536.86
FedSage+Number of Clients=52026.0536.82
FedGNNNumber of Clients=52026.0536.8
FedGNNNumber of Clients=102026.0536.72
FedSage+Number of Clients=102026.0536.71
FedPerNumber of Clients=52026.0536.62
FedGNNNumber of Clients=202026.0536.45
FedPerNumber of Clients=102026.0532.34