Node Classification on PubMed non-overlapping (20 clients)
87.37AccuracyFedSSA
Evaluation Results
| Method | Links | |
|---|---|---|
| FedSSANumber of Clients=202026.01 | 87.37 | |
| FedIIHNumber of Clients=202026.01 | 87.19 | |
| FedGTANumber of Clients=202026.01 | 87.12 | |
| AdaFGLNumber of Clients=202026.01 | 86.59 | |
| FED-PUBNumber of Clients=202026.01 | 85.53 | |
| FedPerNumber of Clients=202026.01 | 84.72 | |
| FedTADNumber of Clients=202026.01 | 84.33 | |
| GCFLNumber of Clients=202026.01 | 83.94 | |
| LocalNumber of Clients=202026.01 | 82.65 | |
| FedGNNNumber of Clients=202026.01 | 81.61 | |
| FedAvgNumber of Clients=202026.01 | 80.97 | |
| FedSage+Number of Clients=202026.01 | 80.82 | |
| FedProxNumber of Clients=202026.01 | 80.5 |