Federated Class Incremental Learning on FCIL-H alpha=0.5 (test)
95.06Average AccuracyUP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPHeterogeneity (alpha)=0.52026.03 | 95.06 | 95.87 | |
| FeDMRAHeterogeneity (alpha)=0.52026.03 | 88.48 | 82.95 | |
| MFCLHeterogeneity (alpha)=0.52026.03 | 77.91 | 51.2 | |
| Re-FedHeterogeneity (alpha)=0.52026.03 | 76.98 | 73.44 | |
| DDDRHeterogeneity (alpha)=0.52026.03 | 73.21 | 59.02 | |
| UACL+FLHeterogeneity (alpha)=0.52026.03 | 66.59 | 48.44 | |
| iCaRL+FLHeterogeneity (alpha)=0.52026.03 | 61.89 | 46.51 |