Image Classification on CIFAR-10 Pathological partition (test)
110Communication RoundsFedCM
Evaluation Results
| Method | Links | |
|---|---|---|
| FedCMTarget Accuracy=70%, n=62023.11 | 110 | |
| MoFedSAMTarget Accuracy=70%, n=62023.11 | 112 | |
| FedMRURTarget Accuracy=70%, n=62023.11 | 115 | |
| MoFedSAMTarget Accuracy=75%, n=62023.11 | 166 | |
| FedMRURTarget Accuracy=75%, n=62023.11 | 166 | |
| FedCMTarget Accuracy=75%, n=62023.11 | 171 | |
| FedCMTarget Accuracy=70%, n=32023.11 | 177 | |
| MoFedSAMTarget Accuracy=70%, n=32023.11 | 178 | |
| FedMRURTarget Accuracy=70%, n=32023.11 | 192 | |
| SCAFFOLDTarget Accuracy=70%, n=62023.11 | 242 | |
| FedCMTarget Accuracy=75%, n=32023.11 | 278 | |
| FedMRURTarget Accuracy=75%, n=32023.11 | 305 | |
| MoFedSAMTarget Accuracy=75%, n=32023.11 | 307 | |
| FedProxTarget Accuracy=70%, n=62023.11 | 328 | |
| FedAvgTarget Accuracy=70%, n=62023.11 | 353 | |
| FedMRURTarget Accuracy=80%, n=62023.11 | 353 | |
| MoFedSAMTarget Accuracy=80%, n=62023.11 | 356 | |
| SCAFFOLDTarget Accuracy=75%, n=62023.11 | 426 | |
| FedCMTarget Accuracy=80%, n=62023.11 | 443 | |
| FedExpTarget Accuracy=70%, n=62023.11 | 459 | |
| SCAFFOLDTarget Accuracy=70%, n=32023.11 | 466 | |
| FedMRURTarget Accuracy=80%, n=32023.11 | 630 | |
| MoFedSAMTarget Accuracy=80%, n=32023.11 | 636 | |
| FedExpTarget Accuracy=70%, n=32023.11 | 770 | |
| FedCMTarget Accuracy=80%, n=32023.11 | 810 | |
| FedExpTarget Accuracy=75%, n=62023.11 | 866 | |
| SCAFFOLDTarget Accuracy=80%, n=62023.11 | 1,181 | |
| FedExpTarget Accuracy=75%, n=32023.11 | 1,225 | |
| SCAFFOLDTarget Accuracy=75%, n=32023.11 | 1,552 |