Node Classification on Minesweeper non-overlapping subgraph partitioning
86.79AUCFedGMC
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGMCNumber of Clients=52026.05 | 86.79 | |
| FedICINumber of Clients=52026.05 | 86.35 | |
| FedGMCNumber of Clients=102026.05 | 86.04 | |
| FedICINumber of Clients=102026.05 | 85.32 | |
| FedGMCNumber of Clients=202026.05 | 84.84 | |
| FedICINumber of Clients=202026.05 | 84.25 | |
| FedSSANumber of Clients=202026.05 | 82.6 | |
| FedSSANumber of Clients=52026.05 | 82.26 | |
| FedSSANumber of Clients=102026.05 | 82.16 | |
| FedSage+Number of Clients=52026.05 | 77.74 | |
| FedIIHNumber of Clients=52026.05 | 74.29 | |
| FedGTANumber of Clients=52026.05 | 73.54 | |
| AdaFGLNumber of Clients=52026.05 | 73.24 | |
| FedIIHNumber of Clients=102026.05 | 73.23 | |
| FedIIHNumber of Clients=202026.05 | 72.81 | |
| FedSage+Number of Clients=102026.05 | 72.8 | |
| FedTADNumber of Clients=202026.05 | 72.74 | |
| FedGTANumber of Clients=102026.05 | 72.65 | |
| FedAvgNumber of Clients=52026.05 | 72.6 | |
| FedTADNumber of Clients=52026.05 | 72.39 | |
| FED-PUBNumber of Clients=52026.05 | 72.18 | |
| FedGNNNumber of Clients=52026.05 | 72.15 | |
| GCFLNumber of Clients=52026.05 | 72.04 | |
| FedTADNumber of Clients=102026.05 | 71.99 | |
| FedProxNumber of Clients=52026.05 | 71.91 | |
| GCFLNumber of Clients=102026.05 | 71.88 | |
| FedGNNNumber of Clients=202026.05 | 71.71 | |
| FED-PUBNumber of Clients=102026.05 | 71.69 | |
| FedProxNumber of Clients=202026.05 | 71.5 | |
| FED-PUBNumber of Clients=202026.05 | 71.41 | |
| FedAvgNumber of Clients=202026.05 | 71.36 | |
| LocalNumber of Clients=52026.05 | 71.35 | |
| AdaFGLNumber of Clients=202026.05 | 71.26 | |
| FedGNNNumber of Clients=102026.05 | 71.08 | |
| AdaFGLNumber of Clients=102026.05 | 70.79 | |
| FedProxNumber of Clients=102026.05 | 70.66 | |
| LocalNumber of Clients=102026.05 | 69.96 | |
| FedSage+Number of Clients=202026.05 | 69.7 | |
| FedAvgNumber of Clients=102026.05 | 69.68 | |
| FedGTANumber of Clients=202026.05 | 69.63 | |
| LocalNumber of Clients=202026.05 | 69.31 | |
| GCFLNumber of Clients=202026.05 | 69.2 | |
| FedPerNumber of Clients=102026.05 | 65.35 | |
| FedPerNumber of Clients=52026.05 | 58.73 | |
| FedPerNumber of Clients=202026.05 | 53.8 |