Node Classification on Questions non-overlapping subgraph partitioning
69.73AUCFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCNumber of Clients=52026.05 | 69.73 | |
| FedGMCNumber of Clients=102026.05 | 69.72 | |
| FedSSANumber of Clients=52026.05 | 69.51 | |
| FedICINumber of Clients=52026.05 | 69.44 | |
| FedTADNumber of Clients=52026.05 | 68.89 | |
| FedSSANumber of Clients=102026.05 | 68.69 | |
| FedICINumber of Clients=102026.05 | 68.54 | |
| FedIIHNumber of Clients=52026.05 | 68.32 | |
| FedIIHNumber of Clients=102026.05 | 67.99 | |
| FED-PUBNumber of Clients=52026.05 | 67.71 | |
| LocalNumber of Clients=52026.05 | 66.73 | |
| FedGMCNumber of Clients=202026.05 | 65.81 | |
| FedSSANumber of Clients=202026.05 | 65.74 | |
| FedAvgNumber of Clients=52026.05 | 65.68 | |
| FedICINumber of Clients=202026.05 | 65.67 | |
| FedGTANumber of Clients=52026.05 | 65.56 | |
| FedIIHNumber of Clients=202026.05 | 65.4 | |
| FedSage+Number of Clients=102026.05 | 65.06 | |
| FedSage+Number of Clients=52026.05 | 64.95 | |
| AdaFGLNumber of Clients=52026.05 | 64.23 | |
| AdaFGLNumber of Clients=202026.05 | 62.84 | |
| FED-PUBNumber of Clients=202026.05 | 62.48 | |
| FedPerNumber of Clients=202026.05 | 62.32 | |
| FedGTANumber of Clients=202026.05 | 61.7 | |
| FedTADNumber of Clients=202026.05 | 61.51 | |
| GCFLNumber of Clients=52026.05 | 60.51 | |
| FedAvgNumber of Clients=202026.05 | 60.33 | |
| GCFLNumber of Clients=202026.05 | 60.31 | |
| LocalNumber of Clients=202026.05 | 60.11 | |
| GCFLNumber of Clients=102026.05 | 59.85 | |
| FED-PUBNumber of Clients=102026.05 | 59.64 | |
| FedPerNumber of Clients=102026.05 | 59.4 | |
| FedSage+Number of Clients=202026.05 | 59.33 | |
| FedAvgNumber of Clients=102026.05 | 58.91 | |
| AdaFGLNumber of Clients=102026.05 | 58.82 | |
| FedTADNumber of Clients=102026.05 | 58.44 | |
| FedPerNumber of Clients=52026.05 | 58.38 | |
| FedGTANumber of Clients=102026.05 | 58.29 | |
| LocalNumber of Clients=102026.05 | 57.96 | |
| FedGNNNumber of Clients=52026.05 | 47.55 | |
| FedGNNNumber of Clients=202026.05 | 47.39 | |
| FedProxNumber of Clients=52026.05 | 47.36 | |
| FedProxNumber of Clients=202026.05 | 46.83 | |
| FedGNNNumber of Clients=102026.05 | 45.65 | |
| FedProxNumber of Clients=102026.05 | 45.46 |