Federated Class Incremental Learning on FCIL-M alpha=0.5 (test)
86.61Average AccuracyUP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPHeterogeneity (alpha)=0.52026.03 | 86.61 | 85.5 | |
| Re-FedHeterogeneity (alpha)=0.52026.03 | 82.75 | 70.53 | |
| FeDMRAHeterogeneity (alpha)=0.52026.03 | 77.29 | 70.25 | |
| iCaRL+FLHeterogeneity (alpha)=0.52026.03 | 72.05 | 58.88 | |
| MFCLHeterogeneity (alpha)=0.52026.03 | 56.4 | 15.34 | |
| UACL+FLHeterogeneity (alpha)=0.52026.03 | 52.06 | 25.2 | |
| DDDRHeterogeneity (alpha)=0.52026.03 | 40.75 | 17.8 |