Node Classification on PubMed 5 clients partition
88.72AccuracyFedICI
Evaluation Results
| Method | Links | |
|---|---|---|
| FedICINumber of clients=52026.05 | 88.72 | |
| FedGMCNumber of clients=52026.05 | 88.39 | |
| FedSSANumber of clients=52026.05 | 88.11 | |
| FedIIHNumber of clients=52026.05 | 87.8 | |
| FedGTANumber of clients=52026.05 | 87.75 | |
| AdaFGLNumber of clients=52026.05 | 86.91 | |
| FED-PUBNumber of clients=52026.05 | 86.79 | |
| FedPerNumber of clients=52026.05 | 85.8 | |
| GCFLNumber of clients=52026.05 | 85.14 | |
| LocalNumber of clients=52026.05 | 84.04 | |
| FedTADNumber of clients=52026.05 | 84 | |
| FedSage+Number of clients=52026.05 | 79.57 | |
| FedGNNNumber of clients=52026.05 | 79.52 | |
| FedProxNumber of clients=52026.05 | 79.45 | |
| FedAvgNumber of clients=52026.05 | 79.4 |