Image Classification on CIFAR-10 (alpha = 0.4)
66.22Top-1 AccuracyPushCen-ADFL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PushCen-ADFLCommunication Strategy=Communication-efficient2026.05 | 66.22 | 7.82 | |
| SWIFTCommunication Strategy=Full-communication2026.05 | 64.11 | 8.11 | |
| Async-DFedAvgCommunication Strategy=Full-communication2026.05 | 63.05 | 8.7 | |
| DivShareCommunication Strategy=Communication-efficient2026.05 | 60.25 | 8.53 | |
| IndependentCommunication Strategy=Independent2026.05 | 54.06 | 8.94 |