Image Classification on CIFAR-10 (AULC Robustness Evaluation)
2.919AULC (alpha=0.1)FedPAC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedPACVirtual Time=10 days2026.02 | 2.919 | 3.89 | 4.842 | 2.253 | |
| FedFaVirtual Time=10 days2026.02 | 4.187 | 4.841 | 5.269 | 3.092 | |
| FedAsyncVirtual Time=10 days2026.02 | 4.431 | 5.038 | 5.351 | 3.163 | |
| FedAvgVirtual Time=10 days2026.02 | 5.149 | 5.764 | 5.934 | 3.934 | |
| FedBuff (Base)Virtual Time=10 days2026.02 | 5.255 | 5.848 | 6.098 | 3.972 | |
| CA2FLVirtual Time=10 days2026.02 | 5.424 | 5.943 | 6.111 | 4.108 | |
| FedPSAVirtual Time=10 days2026.02 | 5.859 | 6.181 | 6.246 | 4.379 |