Node Classification on Amazon-ratings overlapping subgraph partitioning
42.97AccuracyFedSSA
Evaluation results
| Method | Links | |
|---|---|---|
| FedSSANumber of Clients=502026.01 | 42.97 | |
| FED-PUBNumber of Clients=502026.01 | 42.88 | |
| FedSSANumber of Clients=102026.01 | 42.83 | |
| FedIIHNumber of Clients=502026.01 | 42.65 | |
| FedIIHNumber of Clients=102026.01 | 42.63 | |
| LocalNumber of Clients=502026.01 | 42.57 | |
| FedSSANumber of Clients=302026.01 | 42.52 | |
| FedIIHNumber of Clients=302026.01 | 42.4 | |
| FED-PUBNumber of Clients=302026.01 | 42.3 | |
| FED-PUBNumber of Clients=102026.01 | 42.25 | |
| GCFLNumber of Clients=302026.01 | 42.12 | |
| LocalNumber of Clients=302026.01 | 41.81 | |
| LocalNumber of Clients=102026.01 | 41.43 | |
| FedAvgNumber of Clients=302026.01 | 41.4 | |
| GCFLNumber of Clients=502026.01 | 41.27 | |
| AdaFGLNumber of Clients=302026.01 | 41.19 | |
| FedAvgNumber of Clients=502026.01 | 41.02 | |
| FedGTANumber of Clients=102026.01 | 40.81 | |
| AdaFGLNumber of Clients=502026.01 | 40.71 | |
| FedTADNumber of Clients=302026.01 | 40.69 | |
| FedTADNumber of Clients=502026.01 | 40.58 | |
| FedAvgNumber of Clients=102026.01 | 39.86 | |
| GCFLNumber of Clients=102026.01 | 39.54 | |
| FedTADNumber of Clients=102026.01 | 39.53 | |
| FedGTANumber of Clients=302026.01 | 39.44 | |
| AdaFGLNumber of Clients=102026.01 | 39.39 | |
| FedGTANumber of Clients=502026.01 | 39.37 | |
| FedProxNumber of Clients=102026.01 | 37.53 | |
| FedProxNumber of Clients=302026.01 | 37.43 | |
| FedProxNumber of Clients=502026.01 | 37.4 | |
| FedSage+Number of Clients=502026.01 | 37.03 | |
| FedGNNNumber of Clients=502026.01 | 36.95 | |
| FedSage+Number of Clients=102026.01 | 36.86 | |
| FedGNNNumber of Clients=302026.01 | 36.77 | |
| FedSage+Number of Clients=302026.01 | 36.71 | |
| FedGNNNumber of Clients=102026.01 | 36.58 | |
| FedPerNumber of Clients=502026.01 | 34.48 | |
| FedPerNumber of Clients=102026.01 | 32.33 | |
| FedPerNumber of Clients=302026.01 | 31.58 |