Node Classification on Roman-empire overlapping subgraph partitioning
65.66AccuracyFedSSA
Evaluation results
| Method | Links | |
|---|---|---|
| FedSSANumber of Clients=102026.01 | 65.66 | |
| FedIIHNumber of Clients=102026.01 | 65.48 | |
| AdaFGLNumber of Clients=102026.01 | 64.44 | |
| FedSSANumber of Clients=302026.01 | 63.8 | |
| FedIIHNumber of Clients=302026.01 | 63.32 | |
| FedSSANumber of Clients=502026.01 | 62.75 | |
| FedIIHNumber of Clients=502026.01 | 62.42 | |
| AdaFGLNumber of Clients=302026.01 | 61.77 | |
| FedGTANumber of Clients=102026.01 | 59.86 | |
| AdaFGLNumber of Clients=502026.01 | 59.55 | |
| FedGTANumber of Clients=302026.01 | 58.32 | |
| FedGTANumber of Clients=502026.01 | 57.57 | |
| FedSage+Number of Clients=102026.01 | 57.48 | |
| FedTADNumber of Clients=102026.01 | 44.14 | |
| FED-PUBNumber of Clients=102026.01 | 43.8 | |
| FedSage+Number of Clients=302026.01 | 42.55 | |
| FedTADNumber of Clients=302026.01 | 41.94 | |
| FedAvgNumber of Clients=102026.01 | 40.89 | |
| FedTADNumber of Clients=502026.01 | 40.82 | |
| FED-PUBNumber of Clients=302026.01 | 40.46 | |
| GCFLNumber of Clients=102026.01 | 39.97 | |
| LocalNumber of Clients=102026.01 | 39.47 | |
| FedAvgNumber of Clients=302026.01 | 38.66 | |
| GCFLNumber of Clients=302026.01 | 38.63 | |
| FED-PUBNumber of Clients=502026.01 | 37.73 | |
| FedGNNNumber of Clients=102026.01 | 37.46 | |
| FedSage+Number of Clients=502026.01 | 37.13 | |
| GCFLNumber of Clients=502026.01 | 36.87 | |
| FedAvgNumber of Clients=502026.01 | 36.71 | |
| FedProxNumber of Clients=102026.01 | 36.63 | |
| FedGNNNumber of Clients=302026.01 | 36.47 | |
| FedProxNumber of Clients=302026.01 | 35.31 | |
| FedGNNNumber of Clients=502026.01 | 34.92 | |
| LocalNumber of Clients=302026.01 | 34.43 | |
| FedProxNumber of Clients=502026.01 | 33.61 | |
| LocalNumber of Clients=502026.01 | 31.28 | |
| FedPerNumber of Clients=102026.01 | 23.66 | |
| FedPerNumber of Clients=302026.01 | 23.27 | |
| FedPerNumber of Clients=502026.01 | 22.23 |