Node Classification on Roman-empire non-overlapping subgraph partitioning
71.95AccuracyFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCNumber of Clients=52026.05 | 71.95 | |
| FedGMCNumber of Clients=102026.05 | 70.71 | |
| FedICINumber of Clients=52026.05 | 68.96 | |
| FedSSANumber of Clients=52026.05 | 68.67 | |
| FedIIHNumber of Clients=52026.05 | 68.32 | |
| FedICINumber of Clients=102026.05 | 67.92 | |
| AdaFGLNumber of Clients=52026.05 | 67.64 | |
| FedGMCNumber of Clients=202026.05 | 66.99 | |
| FedSSANumber of Clients=102026.05 | 66.81 | |
| FedIIHNumber of Clients=102026.05 | 66.44 | |
| FedICINumber of Clients=202026.05 | 66.16 | |
| FedSSANumber of Clients=202026.05 | 65.14 | |
| FedIIHNumber of Clients=202026.05 | 64.61 | |
| AdaFGLNumber of Clients=102026.05 | 64.55 | |
| AdaFGLNumber of Clients=202026.05 | 62.42 | |
| FedGTANumber of Clients=52026.05 | 61.56 | |
| FedGTANumber of Clients=102026.05 | 60.94 | |
| FedGTANumber of Clients=202026.05 | 59.65 | |
| FedSage+Number of Clients=52026.05 | 57.26 | |
| FedSage+Number of Clients=102026.05 | 49.07 | |
| FedTADNumber of Clients=52026.05 | 45.26 | |
| FedTADNumber of Clients=102026.05 | 44.71 | |
| FedTADNumber of Clients=202026.05 | 42.04 | |
| FED-PUBNumber of Clients=52026.05 | 40.8 | |
| GCFLNumber of Clients=52026.05 | 40.65 | |
| GCFLNumber of Clients=102026.05 | 40.51 | |
| FedAvgNumber of Clients=52026.05 | 38.93 | |
| FedSage+Number of Clients=202026.05 | 38.36 | |
| GCFLNumber of Clients=202026.05 | 37.85 | |
| FED-PUBNumber of Clients=102026.05 | 36.77 | |
| FedAvgNumber of Clients=102026.05 | 35.43 | |
| LocalNumber of Clients=52026.05 | 33.65 | |
| FED-PUBNumber of Clients=202026.05 | 32.67 | |
| FedAvgNumber of Clients=202026.05 | 32 | |
| FedGNNNumber of Clients=52026.05 | 30.26 | |
| FedGNNNumber of Clients=102026.05 | 29.09 | |
| LocalNumber of Clients=102026.05 | 28.42 | |
| FedProxNumber of Clients=52026.05 | 27.95 | |
| FedGNNNumber of Clients=202026.05 | 26.6 | |
| FedProxNumber of Clients=102026.05 | 26.43 | |
| LocalNumber of Clients=202026.05 | 23.89 | |
| FedProxNumber of Clients=202026.05 | 23.12 | |
| FedPerNumber of Clients=52026.05 | 20.75 | |
| FedPerNumber of Clients=102026.05 | 15.51 | |
| FedPerNumber of Clients=202026.05 | 15.45 |