Node Classification on Roman-empire non-overlapping subgraph partitioning (5 Clients)
0.6867AccuracyFedSSA
Evaluation Results
| Method | Links | |
|---|---|---|
| FedSSANumber of Clients=52026.01 | 0.6867 | |
| FedIIHNumber of Clients=52026.01 | 0.6832 | |
| AdaFGLNumber of Clients=52026.01 | 0.6764 | |
| FedGTANumber of Clients=52026.01 | 0.6156 | |
| FedSage+Number of Clients=52026.01 | 0.5726 | |
| FedTADNumber of Clients=52026.01 | 0.4526 | |
| FED-PUBNumber of Clients=52026.01 | 0.408 | |
| GCFLNumber of Clients=52026.01 | 0.4065 | |
| FedAvgNumber of Clients=52026.01 | 0.3893 | |
| LocalNumber of Clients=52026.01 | 0.3365 | |
| FedGNNNumber of Clients=52026.01 | 0.3026 | |
| FedProxNumber of Clients=52026.01 | 0.2795 | |
| FedPerNumber of Clients=52026.01 | 0.2075 |