Node Classification on Roman-empire overlapping subgraph partitioning (10 Clients)
67.22AccuracyFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 67.22 | |
| FedICIPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 65.83 | |
| FedSSAPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 65.66 | |
| FedIIHPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 65.48 | |
| AdaFGLPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 64.44 | |
| FedGTAPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 59.86 | |
| FedSage+Partitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 57.48 | |
| FedTADPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 44.14 | |
| FED-PUBPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 43.8 | |
| FedAvgPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 40.89 | |
| GCFLPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 39.97 | |
| LocalPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 39.47 | |
| FedGNNPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 37.46 | |
| FedProxPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 36.63 | |
| FedPerPartitioning Strategy=overlapping subgraph partitioning, Number of Clients=102026.05 | 23.66 |