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ResearchFormerly WizWand

Federated Learning on Roman-empire

2.17Time Consumption (s)FedGTA
-3.065232.272467.61102.9476May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedGTAPartitioning=non-overlapping, Number of clients=52026.052.17
FedGNNPartitioning=non-overlapping, Number of clients=52026.053.33
FedGTAPartitioning=overlapping, Number of clients=102026.053.42
FedGTAPartitioning=non-overlapping, Number of clients=102026.053.58
AdaFGLPartitioning=non-overlapping, Number of clients=102026.054.14
FedProxPartitioning=non-overlapping, Number of clients=52026.054.31
AdaFGLPartitioning=non-overlapping, Number of clients=52026.054.34
FedTADPartitioning=non-overlapping, Number of clients=52026.054.88
FedAvgPartitioning=overlapping, Number of clients=102026.055.01
FedGTAPartitioning=non-overlapping, Number of clients=202026.055.32
FedPerPartitioning=non-overlapping, Number of clients=52026.055.35
FedGMCPartitioning=overlapping, Number of clients=102026.055.46
AdaFGLPartitioning=non-overlapping, Number of clients=202026.055.55
FedICIPartitioning=non-overlapping, Number of clients=102026.055.71
FedICIPartitioning=non-overlapping, Number of clients=52026.055.75
FedAvgPartitioning=non-overlapping, Number of clients=102026.055.76
FedSSAPartitioning=non-overlapping, Number of clients=52026.055.78
FedSSAPartitioning=non-overlapping, Number of clients=102026.056.01
FedGTAPartitioning=overlapping, Number of clients=302026.056.12
FedPerPartitioning=non-overlapping, Number of clients=102026.056.19
FedGMCPartitioning=non-overlapping, Number of clients=102026.056.31
GCFLPartitioning=non-overlapping, Number of clients=52026.056.32
FedGNNPartitioning=overlapping, Number of clients=102026.056.45
FedPerPartitioning=overlapping, Number of clients=102026.056.47
AdaFGLPartitioning=overlapping, Number of clients=102026.056.49
FedGNNPartitioning=non-overlapping, Number of clients=102026.056.6
FedProxPartitioning=non-overlapping, Number of clients=102026.056.73
FedProxPartitioning=overlapping, Number of clients=102026.056.9
FedAvgPartitioning=non-overlapping, Number of clients=52026.057.02
FedGMCPartitioning=non-overlapping, Number of clients=52026.057.04
AdaFGLPartitioning=overlapping, Number of clients=302026.057.8
FedAvgPartitioning=non-overlapping, Number of clients=202026.058.46
FedTADPartitioning=non-overlapping, Number of clients=102026.058.55
FedICIPartitioning=non-overlapping, Number of clients=202026.058.92
FedProxPartitioning=non-overlapping, Number of clients=202026.059.04
FedSSAPartitioning=overlapping, Number of clients=102026.059.04
FedPerPartitioning=non-overlapping, Number of clients=202026.059.19
FedICIPartitioning=overlapping, Number of clients=102026.059.35
FedGNNPartitioning=non-overlapping, Number of clients=202026.059.43
GCFLPartitioning=non-overlapping, Number of clients=102026.059.58
FedGTAPartitioning=overlapping, Number of clients=502026.059.92
FedSage+Partitioning=non-overlapping, Number of clients=52026.0510.06
AdaFGLPartitioning=overlapping, Number of clients=502026.0510.69
GCFLPartitioning=overlapping, Number of clients=102026.0510.84
FedTADPartitioning=overlapping, Number of clients=102026.0510.98
FedSSAPartitioning=non-overlapping, Number of clients=202026.0511.93
FedSage+Partitioning=non-overlapping, Number of clients=102026.0514.82
FedTADPartitioning=non-overlapping, Number of clients=202026.0515.03
FedGMCPartitioning=non-overlapping, Number of clients=202026.0515.24
FedGNNPartitioning=overlapping, Number of clients=302026.0515.29
FedPerPartitioning=overlapping, Number of clients=302026.0515.58
FedProxPartitioning=overlapping, Number of clients=302026.0516.25
FedSSAPartitioning=overlapping, Number of clients=302026.0516.59
FedICIPartitioning=overlapping, Number of clients=302026.0517.31
FedIIHPartitioning=non-overlapping, Number of clients=52026.0517.45
FedGMCPartitioning=overlapping, Number of clients=302026.0518.13
GCFLPartitioning=non-overlapping, Number of clients=202026.0518.37
FedAvgPartitioning=overlapping, Number of clients=302026.0518.47
FED-PUBPartitioning=non-overlapping, Number of clients=52026.0518.81
FedAvgPartitioning=overlapping, Number of clients=502026.0519.12
FedICIPartitioning=overlapping, Number of clients=502026.0520.14
FedPerPartitioning=overlapping, Number of clients=502026.0520.22
FedTADPartitioning=overlapping, Number of clients=302026.0522.42
FedGNNPartitioning=overlapping, Number of clients=502026.0522.82
FedSage+Partitioning=overlapping, Number of clients=102026.0523.09
FedProxPartitioning=overlapping, Number of clients=502026.0523.66
FedSSAPartitioning=overlapping, Number of clients=502026.0524.78
FedIIHPartitioning=non-overlapping, Number of clients=102026.0524.9
FedSage+Partitioning=non-overlapping, Number of clients=202026.0526.27
FED-PUBPartitioning=non-overlapping, Number of clients=102026.0528.03
FedIIHPartitioning=overlapping, Number of clients=102026.0528.19
FED-PUBPartitioning=overlapping, Number of clients=102026.0528.45
GCFLPartitioning=overlapping, Number of clients=302026.0529.91
FedGMCPartitioning=overlapping, Number of clients=502026.0533.39
FedTADPartitioning=overlapping, Number of clients=502026.0537.01
FedIIHPartitioning=non-overlapping, Number of clients=202026.0547.01
FedSage+Partitioning=overlapping, Number of clients=302026.0547.42
GCFLPartitioning=overlapping, Number of clients=502026.0550.23
FedIIHPartitioning=overlapping, Number of clients=302026.0561.17
FED-PUBPartitioning=non-overlapping, Number of clients=202026.0561.75
FedSage+Partitioning=overlapping, Number of clients=502026.0562.72
FED-PUBPartitioning=overlapping, Number of clients=302026.0583.07
FedIIHPartitioning=overlapping, Number of clients=502026.05100.1
FED-PUBPartitioning=overlapping, Number of clients=502026.05133.05