Image Classification on CIFAR-100 (alpha = 0.4)
47.59Top-1 AccuracySWIFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWIFTCommunication Strategy=Full-communication2026.05 | 47.59 | 4.07 | |
| Async-DFedAvgCommunication Strategy=Full-communication2026.05 | 46.6 | 3.75 | |
| PushCen-ADFLCommunication Strategy=Communication-efficient2026.05 | 44.21 | 4.25 | |
| DivShareCommunication Strategy=Communication-efficient2026.05 | 40.64 | 4.39 | |
| IndependentCommunication Strategy=Independent2026.05 | 33.09 | 5.06 |