Image Classification on CIFAR-10 (test) (Dir & Path Robustness)
85.7Test Accuracy (Dir μ=0.6)FedMRUR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedMRURCommunication rounds=16002023.11 | 85.7 | 84.53 | 85.61 | 84.89 | |
| MoFedSAMCommunication rounds=16002023.11 | 84.99 | 84.03 | 85.1 | 84.13 | |
| FedCMCommunication rounds=16002023.11 | 84.48 | 82.95 | 84.15 | 83.1 | |
| SCAFFOLDCommunication rounds=16002023.11 | 79.69 | 78.49 | 79.77 | 72.72 | |
| FedExpCommunication rounds=16002023.11 | 79.26 | 76.73 | 78.7 | 74.65 | |
| FedProxCommunication rounds=16002023.11 | 73.69 | 72.15 | 73.95 | 68.46 | |
| FedAvgCommunication rounds=16002023.11 | 72.96 | 71.44 | 73.22 | 67.78 |