List your company
ResearchFormerly WizWand

Node Classification on Roman-empire non-overlapping subgraph partitioning

71.95AccuracyFedGMC
13.1928.44543.758.955May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedGMCNumber of Clients=52026.0571.95
FedGMCNumber of Clients=102026.0570.71
FedICINumber of Clients=52026.0568.96
FedSSANumber of Clients=52026.0568.67
FedIIHNumber of Clients=52026.0568.32
FedICINumber of Clients=102026.0567.92
AdaFGLNumber of Clients=52026.0567.64
FedGMCNumber of Clients=202026.0566.99
FedSSANumber of Clients=102026.0566.81
FedIIHNumber of Clients=102026.0566.44
FedICINumber of Clients=202026.0566.16
FedSSANumber of Clients=202026.0565.14
FedIIHNumber of Clients=202026.0564.61
AdaFGLNumber of Clients=102026.0564.55
AdaFGLNumber of Clients=202026.0562.42
FedGTANumber of Clients=52026.0561.56
FedGTANumber of Clients=102026.0560.94
FedGTANumber of Clients=202026.0559.65
FedSage+Number of Clients=52026.0557.26
FedSage+Number of Clients=102026.0549.07
FedTADNumber of Clients=52026.0545.26
FedTADNumber of Clients=102026.0544.71
FedTADNumber of Clients=202026.0542.04
FED-PUBNumber of Clients=52026.0540.8
GCFLNumber of Clients=52026.0540.65
GCFLNumber of Clients=102026.0540.51
FedAvgNumber of Clients=52026.0538.93
FedSage+Number of Clients=202026.0538.36
GCFLNumber of Clients=202026.0537.85
FED-PUBNumber of Clients=102026.0536.77
FedAvgNumber of Clients=102026.0535.43
LocalNumber of Clients=52026.0533.65
FED-PUBNumber of Clients=202026.0532.67
FedAvgNumber of Clients=202026.0532
FedGNNNumber of Clients=52026.0530.26
FedGNNNumber of Clients=102026.0529.09
LocalNumber of Clients=102026.0528.42
FedProxNumber of Clients=52026.0527.95
FedGNNNumber of Clients=202026.0526.6
FedProxNumber of Clients=102026.0526.43
LocalNumber of Clients=202026.0523.89
FedProxNumber of Clients=202026.0523.12
FedPerNumber of Clients=52026.0520.75
FedPerNumber of Clients=102026.0515.51
FedPerNumber of Clients=202026.0515.45