Federated Class-Domain Incremental Learning on FCDIL alpha=0.5 (test)
83.61Average Accuracy (Aavg)UP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPHeterogeneity (alpha)=0.52026.03 | 83.61 | 86.95 | |
| FeDMRAHeterogeneity (alpha)=0.52026.03 | 83.57 | 85.79 | |
| iCaRL+FLHeterogeneity (alpha)=0.52026.03 | 80.53 | 77.49 | |
| Re-FedHeterogeneity (alpha)=0.52026.03 | 78.41 | 63.45 | |
| UACL+FLHeterogeneity (alpha)=0.52026.03 | 51.6 | 53.63 | |
| DDDRHeterogeneity (alpha)=0.52026.03 | 41.17 | 14.72 | |
| MFCLHeterogeneity (alpha)=0.52026.03 | 38.92 | 18.86 |