Communication Rounds on CIFAR-10 Dirichlet partition (test)
95Communication RoundsFedCM
Evaluation Results
| Method | Links | |
|---|---|---|
| FedCMTarget Accuracy=70%, μ=0.62023.11 | 95 | |
| MoFedSAMTarget Accuracy=70%, μ=0.62023.11 | 119 | |
| FedMRURTarget Accuracy=70%, μ=0.62023.11 | 125 | |
| FedCMTarget Accuracy=70%, μ=0.32023.11 | 131 | |
| MoFedSAMTarget Accuracy=70%, μ=0.32023.11 | 134 | |
| FedMRURTarget Accuracy=70%, μ=0.32023.11 | 142 | |
| MoFedSAMTarget Accuracy=75%, μ=0.62023.11 | 178 | |
| FedMRURTarget Accuracy=75%, μ=0.62023.11 | 180 | |
| FedCMTarget Accuracy=75%, μ=0.62023.11 | 185 | |
| MoFedSAMTarget Accuracy=75%, μ=0.32023.11 | 205 | |
| FedMRURTarget Accuracy=75%, μ=0.32023.11 | 221 | |
| FedCMTarget Accuracy=75%, μ=0.32023.11 | 229 | |
| SCAFFOLDTarget Accuracy=70%, μ=0.62023.11 | 263 | |
| SCAFFOLDTarget Accuracy=70%, μ=0.32023.11 | 349 | |
| FedProxTarget Accuracy=70%, μ=0.62023.11 | 354 | |
| MoFedSAMTarget Accuracy=80%, μ=0.62023.11 | 384 | |
| FedAvgTarget Accuracy=70%, μ=0.62023.11 | 392 | |
| FedMRURTarget Accuracy=80%, μ=0.62023.11 | 393 | |
| SCAFFOLDTarget Accuracy=75%, μ=0.62023.11 | 441 | |
| FedMRURTarget Accuracy=80%, μ=0.32023.11 | 449 | |
| MoFedSAMTarget Accuracy=80%, μ=0.32023.11 | 450 | |
| FedProxTarget Accuracy=70%, μ=0.32023.11 | 452 | |
| FedCMTarget Accuracy=80%, μ=0.62023.11 | 471 | |
| FedAvgTarget Accuracy=70%, μ=0.32023.11 | 513 | |
| FedExpTarget Accuracy=70%, μ=0.32023.11 | 518 | |
| FedExpTarget Accuracy=70%, μ=0.62023.11 | 538 | |
| FedCMTarget Accuracy=80%, μ=0.32023.11 | 573 | |
| SCAFFOLDTarget Accuracy=75%, μ=0.32023.11 | 588 | |
| FedExpTarget Accuracy=75%, μ=0.62023.11 | 788 | |
| FedExpTarget Accuracy=75%, μ=0.32023.11 | 905 |