Federated Learning on Roman-empire
2.17Time Consumption (s)FedGTA
Evaluation Results
| Method | Links | |
|---|---|---|
| FedGTAPartitioning=non-overlapping, Number of clients=52026.05 | 2.17 | |
| FedGNNPartitioning=non-overlapping, Number of clients=52026.05 | 3.33 | |
| FedGTAPartitioning=overlapping, Number of clients=102026.05 | 3.42 | |
| FedGTAPartitioning=non-overlapping, Number of clients=102026.05 | 3.58 | |
| AdaFGLPartitioning=non-overlapping, Number of clients=102026.05 | 4.14 | |
| FedProxPartitioning=non-overlapping, Number of clients=52026.05 | 4.31 | |
| AdaFGLPartitioning=non-overlapping, Number of clients=52026.05 | 4.34 | |
| FedTADPartitioning=non-overlapping, Number of clients=52026.05 | 4.88 | |
| FedAvgPartitioning=overlapping, Number of clients=102026.05 | 5.01 | |
| FedGTAPartitioning=non-overlapping, Number of clients=202026.05 | 5.32 | |
| FedPerPartitioning=non-overlapping, Number of clients=52026.05 | 5.35 | |
| FedGMCPartitioning=overlapping, Number of clients=102026.05 | 5.46 | |
| AdaFGLPartitioning=non-overlapping, Number of clients=202026.05 | 5.55 | |
| FedICIPartitioning=non-overlapping, Number of clients=102026.05 | 5.71 | |
| FedICIPartitioning=non-overlapping, Number of clients=52026.05 | 5.75 | |
| FedAvgPartitioning=non-overlapping, Number of clients=102026.05 | 5.76 | |
| FedSSAPartitioning=non-overlapping, Number of clients=52026.05 | 5.78 | |
| FedSSAPartitioning=non-overlapping, Number of clients=102026.05 | 6.01 | |
| FedGTAPartitioning=overlapping, Number of clients=302026.05 | 6.12 | |
| FedPerPartitioning=non-overlapping, Number of clients=102026.05 | 6.19 | |
| FedGMCPartitioning=non-overlapping, Number of clients=102026.05 | 6.31 | |
| GCFLPartitioning=non-overlapping, Number of clients=52026.05 | 6.32 | |
| FedGNNPartitioning=overlapping, Number of clients=102026.05 | 6.45 | |
| FedPerPartitioning=overlapping, Number of clients=102026.05 | 6.47 | |
| AdaFGLPartitioning=overlapping, Number of clients=102026.05 | 6.49 | |
| FedGNNPartitioning=non-overlapping, Number of clients=102026.05 | 6.6 | |
| FedProxPartitioning=non-overlapping, Number of clients=102026.05 | 6.73 | |
| FedProxPartitioning=overlapping, Number of clients=102026.05 | 6.9 | |
| FedAvgPartitioning=non-overlapping, Number of clients=52026.05 | 7.02 | |
| FedGMCPartitioning=non-overlapping, Number of clients=52026.05 | 7.04 | |
| AdaFGLPartitioning=overlapping, Number of clients=302026.05 | 7.8 | |
| FedAvgPartitioning=non-overlapping, Number of clients=202026.05 | 8.46 | |
| FedTADPartitioning=non-overlapping, Number of clients=102026.05 | 8.55 | |
| FedICIPartitioning=non-overlapping, Number of clients=202026.05 | 8.92 | |
| FedProxPartitioning=non-overlapping, Number of clients=202026.05 | 9.04 | |
| FedSSAPartitioning=overlapping, Number of clients=102026.05 | 9.04 | |
| FedPerPartitioning=non-overlapping, Number of clients=202026.05 | 9.19 | |
| FedICIPartitioning=overlapping, Number of clients=102026.05 | 9.35 | |
| FedGNNPartitioning=non-overlapping, Number of clients=202026.05 | 9.43 | |
| GCFLPartitioning=non-overlapping, Number of clients=102026.05 | 9.58 | |
| FedGTAPartitioning=overlapping, Number of clients=502026.05 | 9.92 | |
| FedSage+Partitioning=non-overlapping, Number of clients=52026.05 | 10.06 | |
| AdaFGLPartitioning=overlapping, Number of clients=502026.05 | 10.69 | |
| GCFLPartitioning=overlapping, Number of clients=102026.05 | 10.84 | |
| FedTADPartitioning=overlapping, Number of clients=102026.05 | 10.98 | |
| FedSSAPartitioning=non-overlapping, Number of clients=202026.05 | 11.93 | |
| FedSage+Partitioning=non-overlapping, Number of clients=102026.05 | 14.82 | |
| FedTADPartitioning=non-overlapping, Number of clients=202026.05 | 15.03 | |
| FedGMCPartitioning=non-overlapping, Number of clients=202026.05 | 15.24 | |
| FedGNNPartitioning=overlapping, Number of clients=302026.05 | 15.29 | |
| FedPerPartitioning=overlapping, Number of clients=302026.05 | 15.58 | |
| FedProxPartitioning=overlapping, Number of clients=302026.05 | 16.25 | |
| FedSSAPartitioning=overlapping, Number of clients=302026.05 | 16.59 | |
| FedICIPartitioning=overlapping, Number of clients=302026.05 | 17.31 | |
| FedIIHPartitioning=non-overlapping, Number of clients=52026.05 | 17.45 | |
| FedGMCPartitioning=overlapping, Number of clients=302026.05 | 18.13 | |
| GCFLPartitioning=non-overlapping, Number of clients=202026.05 | 18.37 | |
| FedAvgPartitioning=overlapping, Number of clients=302026.05 | 18.47 | |
| FED-PUBPartitioning=non-overlapping, Number of clients=52026.05 | 18.81 | |
| FedAvgPartitioning=overlapping, Number of clients=502026.05 | 19.12 | |
| FedICIPartitioning=overlapping, Number of clients=502026.05 | 20.14 | |
| FedPerPartitioning=overlapping, Number of clients=502026.05 | 20.22 | |
| FedTADPartitioning=overlapping, Number of clients=302026.05 | 22.42 | |
| FedGNNPartitioning=overlapping, Number of clients=502026.05 | 22.82 | |
| FedSage+Partitioning=overlapping, Number of clients=102026.05 | 23.09 | |
| FedProxPartitioning=overlapping, Number of clients=502026.05 | 23.66 | |
| FedSSAPartitioning=overlapping, Number of clients=502026.05 | 24.78 | |
| FedIIHPartitioning=non-overlapping, Number of clients=102026.05 | 24.9 | |
| FedSage+Partitioning=non-overlapping, Number of clients=202026.05 | 26.27 | |
| FED-PUBPartitioning=non-overlapping, Number of clients=102026.05 | 28.03 | |
| FedIIHPartitioning=overlapping, Number of clients=102026.05 | 28.19 | |
| FED-PUBPartitioning=overlapping, Number of clients=102026.05 | 28.45 | |
| GCFLPartitioning=overlapping, Number of clients=302026.05 | 29.91 | |
| FedGMCPartitioning=overlapping, Number of clients=502026.05 | 33.39 | |
| FedTADPartitioning=overlapping, Number of clients=502026.05 | 37.01 | |
| FedIIHPartitioning=non-overlapping, Number of clients=202026.05 | 47.01 | |
| FedSage+Partitioning=overlapping, Number of clients=302026.05 | 47.42 | |
| GCFLPartitioning=overlapping, Number of clients=502026.05 | 50.23 | |
| FedIIHPartitioning=overlapping, Number of clients=302026.05 | 61.17 | |
| FED-PUBPartitioning=non-overlapping, Number of clients=202026.05 | 61.75 | |
| FedSage+Partitioning=overlapping, Number of clients=502026.05 | 62.72 | |
| FED-PUBPartitioning=overlapping, Number of clients=302026.05 | 83.07 | |
| FedIIHPartitioning=overlapping, Number of clients=502026.05 | 100.1 | |
| FED-PUBPartitioning=overlapping, Number of clients=502026.05 | 133.05 |