Federated Class-Incremental Learning on FCIL-M
86.61Avg AccUP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPHeterogeneity alpha=1.02026.03 | 86.61 | 85.5 | |
| UPHeterogeneity alpha=0.52026.03 | 86.61 | 85.5 | |
| FeDMRAHeterogeneity alpha=1.02026.03 | 83.06 | 80.63 | |
| Re-FedHeterogeneity alpha=1.02026.03 | 82.75 | 70.53 | |
| Re-FedHeterogeneity alpha=0.52026.03 | 82.75 | 70.53 | |
| FeDMRAHeterogeneity alpha=0.52026.03 | 77.29 | 70.25 | |
| iCaRL+FLHeterogeneity alpha=1.02026.03 | 72.05 | 58.88 | |
| iCaRL+FLHeterogeneity alpha=0.52026.03 | 72.05 | 58.88 | |
| MFCLHeterogeneity alpha=1.02026.03 | 69.75 | 20.87 | |
| DDDRHeterogeneity alpha=1.02026.03 | 68.14 | 64.34 | |
| MFCLHeterogeneity alpha=0.52026.03 | 56.4 | 15.34 | |
| UACL+FLHeterogeneity alpha=1.02026.03 | 52.06 | 25.2 | |
| UACL+FLHeterogeneity alpha=0.52026.03 | 52.06 | 25.2 | |
| DDDRHeterogeneity alpha=0.52026.03 | 40.75 | 17.8 |