Node Classification on Cora overlapping subgraph partitioning 10 Clients
83.65AccuracyFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCNumber of clients=102026.05 | 83.65 | |
| FedICINumber of clients=102026.05 | 83.38 | |
| FedSSANumber of clients=102026.05 | 82.32 | |
| FedIIHNumber of clients=102026.05 | 81.85 | |
| FED-PUBNumber of clients=102026.05 | 81.54 | |
| FedSSAPartitioning Setting=overlapping subgraph partitioning2026.01 | 81.02 | |
| FedTADNumber of clients=102026.05 | 80.87 | |
| FedGTANumber of clients=102026.05 | 80.59 | |
| FedIIHPartitioning Setting=overlapping subgraph partitioning2026.01 | 80.57 | |
| AdaFGLNumber of clients=102026.05 | 80.09 | |
| LocalNumber of clients=102026.05 | 79.94 | |
| FED-PUBPartitioning Setting=overlapping subgraph partitioning2026.01 | 79.6 | |
| FedPerNumber of clients=102026.05 | 79.35 | |
| FedTADPartitioning Setting=overlapping subgraph partitioning2026.01 | 79.29 | |
| GCFLPartitioning Setting=overlapping subgraph partitioning2026.01 | 78.84 | |
| FedPerPartitioning Setting=overlapping subgraph partitioning2026.01 | 78.73 | |
| GCFLNumber of clients=102026.05 | 78.66 | |
| AdaFGLPartitioning Setting=overlapping subgraph partitioning2026.01 | 78.5 | |
| FedProxPartitioning Setting=overlapping subgraph partitioning2026.01 | 77.85 | |
| FedSage+Partitioning Setting=overlapping subgraph partitioning2026.01 | 77.52 | |
| FedAvgPartitioning Setting=overlapping subgraph partitioning2026.01 | 76.48 | |
| FedGTAPartitioning Setting=overlapping subgraph partitioning2026.01 | 76.42 | |
| LocalPartitioning Setting=overlapping subgraph partitioning2026.01 | 73.98 | |
| FedGNNPartitioning Setting=overlapping subgraph partitioning2026.01 | 70.63 | |
| FedGNNNumber of clients=102026.05 | 70.12 | |
| FedAvgNumber of clients=102026.05 | 69.19 | |
| FedSage+Number of clients=102026.05 | 69.05 | |
| FedProxNumber of clients=102026.05 | 60.18 |