Image Classification on CIFAR-100 (AULC Metrics)
0.46AULC (alpha=0.1)FedPAC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedPACVirtual Time=10 days2026.02 | 0.46 | 0.619 | 0.792 | 2.253 | |
| FedAsyncVirtual Time=10 days2026.02 | 1.109 | 1.451 | 1.6 | 3.163 | |
| FedFaVirtual Time=10 days2026.02 | 1.194 | 1.447 | 1.614 | 3.092 | |
| FedBuff (Base)Virtual Time=10 days2026.02 | 1.93 | 2.241 | 2.46 | 3.972 | |
| FedAvgVirtual Time=10 days2026.02 | 1.996 | 2.276 | 2.49 | 3.934 | |
| CA2FLVirtual Time=10 days2026.02 | 2.192 | 2.387 | 2.595 | 4.108 | |
| FedPSAVirtual Time=10 days2026.02 | 2.472 | 2.646 | 2.871 | 4.379 |