Image Classification on CIFAR-100 (alpha=0.1)
41.92Top-1 AccuracySWIFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWIFTCommunication Strategy=Full-communication2026.05 | 41.92 | 4.36 | |
| Async-DFedAvgCommunication Strategy=Full-communication2026.05 | 41.14 | 4.28 | |
| PushCen-ADFLCommunication Strategy=Communication-efficient2026.05 | 35.15 | 3.59 | |
| DivShareCommunication Strategy=Communication-efficient2026.05 | 32.93 | 3.44 | |
| IndependentCommunication Strategy=Independent2026.05 | 22.79 | 3.64 |