Node Classification on Cora non-overlapping (5 clients)
84.99AccuracyFedICI
Evaluation Results
| Method | Links | |
|---|---|---|
| FedICINumber of clients=52026.05 | 84.99 | |
| FedSSANumber of Clients=52026.01 | 84.67 | |
| FedSSANumber of clients=52026.05 | 84.67 | |
| FedGMCNumber of clients=52026.05 | 84.16 | |
| FedIIHNumber of Clients=52026.01 | 84.11 | |
| FedIIHNumber of clients=52026.05 | 84.11 | |
| FED-PUBNumber of Clients=52026.01 | 83.7 | |
| FED-PUBNumber of clients=52026.05 | 83.7 | |
| AdaFGLNumber of Clients=52026.01 | 82.01 | |
| AdaFGLNumber of clients=52026.05 | 82.01 | |
| FedPerNumber of Clients=52026.01 | 81.68 | |
| FedPerNumber of clients=52026.05 | 81.68 | |
| FedGNNNumber of Clients=52026.01 | 81.51 | |
| FedGNNNumber of clients=52026.05 | 81.51 | |
| GCFLNumber of Clients=52026.01 | 81.47 | |
| GCFLNumber of clients=52026.05 | 81.47 | |
| LocalNumber of Clients=52026.01 | 81.3 | |
| LocalNumber of clients=52026.05 | 81.3 | |
| FedTADNumber of Clients=52026.01 | 80.31 | |
| FedTADNumber of clients=52026.05 | 80.31 | |
| FedGTANumber of Clients=52026.01 | 80.06 | |
| FedGTANumber of clients=52026.05 | 80.06 | |
| FedAvgNumber of Clients=52026.01 | 74.45 | |
| FedAvgNumber of clients=52026.05 | 74.45 | |
| FedSage+Number of Clients=52026.01 | 72.97 | |
| FedSage+Number of clients=52026.05 | 72.97 | |
| FedProxNumber of Clients=52026.01 | 72.03 | |
| FedProxNumber of clients=52026.05 | 72.03 |