Federated Class Incremental Learning on FCIL-A alpha=0.5 (test)
88.62Average Accuracy (Aavg)UP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPHeterogeneity (alpha)=0.52026.03 | 88.62 | 88.78 | |
| FeDMRAHeterogeneity (alpha)=0.52026.03 | 80 | 74.66 | |
| Re-FedHeterogeneity (alpha)=0.52026.03 | 74.18 | 70.84 | |
| iCaRL+FLHeterogeneity (alpha)=0.52026.03 | 65.36 | 57.3 | |
| UACL+FLHeterogeneity (alpha)=0.52026.03 | 54.62 | 49.32 | |
| DDDRHeterogeneity (alpha)=0.52026.03 | 48.74 | 28.15 | |
| MFCLHeterogeneity (alpha)=0.52026.03 | 39.25 | 8.37 |