Node Classification on PubMed 20 clients partition
88.11AccuracyFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCNumber of clients=202026.05 | 88.11 | |
| FedICINumber of clients=202026.05 | 87.61 | |
| FedSSANumber of clients=202026.05 | 87.37 | |
| FedIIHNumber of clients=202026.05 | 87.19 | |
| FedGTANumber of clients=202026.05 | 87.12 | |
| AdaFGLNumber of clients=202026.05 | 86.59 | |
| FED-PUBNumber of clients=202026.05 | 85.53 | |
| FedPerNumber of clients=202026.05 | 84.72 | |
| FedTADNumber of clients=202026.05 | 84.33 | |
| GCFLNumber of clients=202026.05 | 83.94 | |
| LocalNumber of clients=202026.05 | 82.65 | |
| FedGNNNumber of clients=202026.05 | 81.61 | |
| FedAvgNumber of clients=202026.05 | 80.97 | |
| FedSage+Number of clients=202026.05 | 80.82 | |
| FedProxNumber of clients=202026.05 | 80.5 |