Node Classification on Amazon-Computer non-overlapping (5 clients)
91.38AccuracyFedGMC
Evaluation results
| Method | Links | |
|---|---|---|
| FedGMCNumber of clients=52026.05 | 91.38 | |
| FedSSANumber of Clients=52026.01 | 91.09 | |
| FedSSANumber of clients=52026.05 | 91.09 | |
| FedICINumber of clients=52026.05 | 91.07 | |
| FED-PUBNumber of clients=52026.05 | 90.74 | |
| FedIIHNumber of clients=52026.05 | 90.74 | |
| FedPerNumber of clients=52026.05 | 89.67 | |
| LocalNumber of Clients=52026.01 | 89.22 | |
| LocalNumber of clients=52026.05 | 89.22 | |
| GCFLNumber of clients=52026.05 | 89.07 | |
| FedGNNNumber of clients=52026.05 | 88.08 | |
| FedGTANumber of clients=52026.05 | 86.69 | |
| FedProxNumber of clients=52026.05 | 85.25 | |
| FedSage+Number of clients=52026.05 | 85.04 | |
| FedAvgNumber of Clients=52026.01 | 84.88 | |
| FedAvgNumber of clients=52026.05 | 84.88 | |
| FedTADNumber of clients=52026.05 | 82.2 | |
| AdaFGLNumber of clients=52026.05 | 80.2 |