Image Classification on MNIST (Dir(0.5))
97.12AccuracyFedAvg
Evaluation Results
| Method | Links | |
|---|---|---|
| FedAvgN=5, R=10, Partitioning=Dir 0.52026.05 | 97.12 | |
| FibFL++N=5, R=10, Partitioning=Dir 0.52026.05 | 86.63 | |
| FibFLN=5, R=10, Partitioning=Dir 0.52026.05 | 80.67 | |
| RDFLN=5, R=10, Partitioning=Dir 0.52026.05 | 78.95 | |
| FedRepN=5, R=10, Partitioning=Dir 0.52026.05 | 77.65 | |
| FibFL+N=5, R=10, Partitioning=Dir 0.52026.05 | 73.97 | |
| APFL2026.04 | 0.9904 | |
| FedOBP2026.04 | 0.9897 | |
| FedAvg2026.04 | 0.9889 | |
| FedALA2026.04 | 0.9888 | |
| FLOCO2026.04 | 0.985 | |
| FedPer2026.04 | 0.981 | |
| pFedFDA2026.04 | 0.978 | |
| FedRep2026.04 | 0.9716 | |
| FedDPA2026.04 | 0.9592 | |
| LG-FedAvg2026.04 | 0.9546 | |
| Local-Only2026.04 | 0.9444 | |
| FedSelect2026.04 | 0.9444 | |
| FLUTE2026.04 | 0.8048 |