Federated Domain Incremental Learning on FDIL alpha=0.5 (test)
84.1Average Accuracy (Aavg)UP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPHeterogeneity (alpha)=0.52026.03 | 84.1 | 89.18 | |
| DDDRHeterogeneity (alpha)=0.52026.03 | 76.01 | 72.3 | |
| FeDMRAHeterogeneity (alpha)=0.52026.03 | 75.83 | 79.02 | |
| MFCLHeterogeneity (alpha)=0.52026.03 | 75.5 | 68.48 | |
| Re-FedHeterogeneity (alpha)=0.52026.03 | 73.85 | 79.27 | |
| iCaRL+FLHeterogeneity (alpha)=0.52026.03 | 64.57 | 70.96 | |
| UACL+FLHeterogeneity (alpha)=0.52026.03 | 51.21 | 46.05 |