Node Classification on Tolokers non-overlapping subgraph partitioning (5 Clients)
75.82AUCFedSSA
Evaluation Results
| Method | Links | |
|---|---|---|
| FedSSANumber of Clients=52026.01 | 75.82 | |
| FedSage+Number of Clients=52026.01 | 75.06 | |
| FedIIHNumber of Clients=52026.01 | 71.09 | |
| FED-PUBNumber of Clients=52026.01 | 70.88 | |
| LocalNumber of Clients=52026.01 | 67.81 | |
| GCFLNumber of Clients=52026.01 | 64.39 | |
| FedTADNumber of Clients=52026.01 | 60.91 | |
| FedGTANumber of Clients=52026.01 | 60.83 | |
| FedAvgNumber of Clients=52026.01 | 60.74 | |
| AdaFGLNumber of Clients=52026.01 | 59.26 | |
| FedPerNumber of Clients=52026.01 | 46.61 | |
| FedGNNNumber of Clients=52026.01 | 43.1 | |
| FedProxNumber of Clients=52026.01 | 42.9 |