Node Classification on Tolokers overlapping subgraph partitioning
74.54AUCFedSage+
Evaluation results
| Method | Links | |
|---|---|---|
| FedSage+Number of Clients=102026.01 | 74.54 | |
| FedSSANumber of Clients=102026.01 | 74.33 | |
| FED-PUBNumber of Clients=102026.01 | 74.17 | |
| LocalNumber of Clients=102026.01 | 73.83 | |
| FedAvgNumber of Clients=102026.01 | 72.99 | |
| FedSSANumber of Clients=302026.01 | 72.27 | |
| FedIIHNumber of Clients=302026.01 | 71.69 | |
| FedIIHNumber of Clients=102026.01 | 71.67 | |
| FedSSANumber of Clients=502026.01 | 71.03 | |
| FedSage+Number of Clients=302026.01 | 70.88 | |
| GCFLNumber of Clients=102026.01 | 70.61 | |
| FED-PUBNumber of Clients=302026.01 | 70.35 | |
| FedGTANumber of Clients=102026.01 | 70.34 | |
| AdaFGLNumber of Clients=102026.01 | 70.01 | |
| FedIIHNumber of Clients=502026.01 | 69.99 | |
| FedSage+Number of Clients=502026.01 | 69.61 | |
| FedTADNumber of Clients=102026.01 | 69.34 | |
| LocalNumber of Clients=302026.01 | 69.01 | |
| FED-PUBNumber of Clients=502026.01 | 66.8 | |
| LocalNumber of Clients=502026.01 | 66.63 | |
| FedTADNumber of Clients=302026.01 | 62.11 | |
| GCFLNumber of Clients=302026.01 | 59.72 | |
| FedGTANumber of Clients=302026.01 | 59.59 | |
| FedPerNumber of Clients=302026.01 | 59.44 | |
| AdaFGLNumber of Clients=302026.01 | 58.94 | |
| FedAvgNumber of Clients=302026.01 | 58.51 | |
| GCFLNumber of Clients=502026.01 | 57.64 | |
| FedTADNumber of Clients=502026.01 | 56.39 | |
| AdaFGLNumber of Clients=502026.01 | 56.25 | |
| FedGNNNumber of Clients=102026.01 | 56.21 | |
| FedGTANumber of Clients=502026.01 | 56.12 | |
| FedAvgNumber of Clients=502026.01 | 55.47 | |
| FedProxNumber of Clients=102026.01 | 54.49 | |
| FedGNNNumber of Clients=302026.01 | 46.85 | |
| FedProxNumber of Clients=302026.01 | 45.59 | |
| FedGNNNumber of Clients=502026.01 | 42.18 | |
| FedPerNumber of Clients=502026.01 | 41.92 | |
| FedProxNumber of Clients=502026.01 | 41.49 | |
| FedPerNumber of Clients=102026.01 | 39.6 |