Node Classification on Amazon-ratings non-overlapping subgraph partitioning
46.56AccuracyFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCNumber of Clients=202026.05 | 46.56 | |
| FedSSANumber of Clients=202026.05 | 46.13 | |
| FedGMCNumber of Clients=52026.05 | 46.11 | |
| FedGMCNumber of Clients=102026.05 | 46.09 | |
| FedICINumber of Clients=202026.05 | 46.07 | |
| LocalNumber of Clients=202026.05 | 46.02 | |
| FedICINumber of Clients=52026.05 | 45.97 | |
| LocalNumber of Clients=102026.05 | 45.89 | |
| FED-PUBNumber of Clients=202026.05 | 45.39 | |
| FedICINumber of Clients=102026.05 | 45.36 | |
| FedIIHNumber of Clients=202026.05 | 45.19 | |
| FedSSANumber of Clients=52026.05 | 45.18 | |
| FedSSANumber of Clients=102026.05 | 45.11 | |
| LocalNumber of Clients=52026.05 | 45.03 | |
| FED-PUBNumber of Clients=102026.05 | 44.85 | |
| FedTADNumber of Clients=202026.05 | 44.5 | |
| FED-PUBNumber of Clients=52026.05 | 44.41 | |
| FedIIHNumber of Clients=52026.05 | 44.26 | |
| FedIIHNumber of Clients=102026.05 | 44.24 | |
| FedTADNumber of Clients=52026.05 | 43.59 | |
| FedTADNumber of Clients=102026.05 | 43.35 | |
| AdaFGLNumber of Clients=202026.05 | 42.59 | |
| AdaFGLNumber of Clients=102026.05 | 42.3 | |
| FedAvgNumber of Clients=202026.05 | 42.2 | |
| AdaFGLNumber of Clients=52026.05 | 41.7 | |
| FedAvgNumber of Clients=102026.05 | 41.66 | |
| FedAvgNumber of Clients=52026.05 | 41.26 | |
| FedGTANumber of Clients=52026.05 | 41.22 | |
| FedGTANumber of Clients=102026.05 | 39.4 | |
| FedGTANumber of Clients=202026.05 | 39.24 | |
| FedSage+Number of Clients=202026.05 | 37.03 | |
| FedProxNumber of Clients=202026.05 | 36.96 | |
| FedPerNumber of Clients=202026.05 | 36.96 | |
| GCFLNumber of Clients=202026.05 | 36.96 | |
| FedProxNumber of Clients=52026.05 | 36.92 | |
| GCFLNumber of Clients=52026.05 | 36.92 | |
| FedProxNumber of Clients=102026.05 | 36.86 | |
| GCFLNumber of Clients=102026.05 | 36.86 | |
| FedSage+Number of Clients=52026.05 | 36.82 | |
| FedGNNNumber of Clients=52026.05 | 36.8 | |
| FedGNNNumber of Clients=102026.05 | 36.72 | |
| FedSage+Number of Clients=102026.05 | 36.71 | |
| FedPerNumber of Clients=52026.05 | 36.62 | |
| FedGNNNumber of Clients=202026.05 | 36.45 | |
| FedPerNumber of Clients=102026.05 | 32.34 |