Image Classification on CIFAR-10 alpha=0.1
58.3Top-1 AccuracyPushCen-ADFL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PushCen-ADFLCommunication Strategy=Communication-efficient2026.05 | 58.3 | 6.32 | |
| Async-DFedAvgCommunication Strategy=Full-communication2026.05 | 57.72 | 6.84 | |
| SWIFTCommunication Strategy=Full-communication2026.05 | 56.93 | 6.46 | |
| DivShareCommunication Strategy=Communication-efficient2026.05 | 51.96 | 6.62 | |
| IndependentCommunication Strategy=Independent2026.05 | 43.85 | 6.55 |