Federated Learning Efficiency on MNIST (test)
68RoundsFedACS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedACSAccuracy Threshold=70%, Setting=Dynamic Heterogeneous FL2025.05 | 68 | 3,548.6 | |
| OSAccuracy Threshold=70%, Setting=Dynamic Heterogeneous FL2025.05 | 72 | 4,391.9 | |
| c-a-FedAvgAccuracy Threshold=70%, Setting=Dynamic Heterogeneous FL2025.05 | 84 | 4,884.4 | |
| FedAvgAccuracy Threshold=70%, Setting=Dynamic Heterogeneous FL2025.05 | 93 | 5,470.4 | |
| FedNovaAccuracy Threshold=70%, Setting=Dynamic Heterogeneous FL2025.05 | 99 | 6,043.4 | |
| FedVarpAccuracy Threshold=70%, Setting=Dynamic Heterogeneous FL2025.05 | 115 | 7,289.9 |