Node Classification on CiteSeer overlapping subgraph partitioning 10 Clients
73.47AccuracyFedTAD
Evaluation results
| Method | Links | |
|---|---|---|
| FedTADPartitioning Setting=overlapping subgraph partitioning2026.01 | 73.47 | |
| FedIIHPartitioning Setting=overlapping subgraph partitioning2026.01 | 73.16 | |
| AdaFGLPartitioning Setting=overlapping subgraph partitioning2026.01 | 72.63 | |
| FedSSAPartitioning Setting=overlapping subgraph partitioning2026.01 | 72.19 | |
| FED-PUBPartitioning Setting=overlapping subgraph partitioning2026.01 | 70.58 | |
| FedGTAPartitioning Setting=overlapping subgraph partitioning2026.01 | 70.43 | |
| FedPerPartitioning Setting=overlapping subgraph partitioning2026.01 | 69.81 | |
| FedAvgPartitioning Setting=overlapping subgraph partitioning2026.01 | 69.48 | |
| GCFLPartitioning Setting=overlapping subgraph partitioning2026.01 | 69.48 | |
| FedProxPartitioning Setting=overlapping subgraph partitioning2026.01 | 69.39 | |
| FedSage+Partitioning Setting=overlapping subgraph partitioning2026.01 | 68.75 | |
| FedGNNPartitioning Setting=overlapping subgraph partitioning2026.01 | 68.72 | |
| LocalPartitioning Setting=overlapping subgraph partitioning2026.01 | 65.12 |