Handwritten character recognition on FEMNIST 7 (test)
79.9Avg AccuracyFedEM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedEMModel=2-layer CNN + 2-layer FFN, M=32021.08 | 79.9 | 64.8 | |
| FedProxModel=2-layer CNN + 2-layer FFN2021.08 | 78.9 | 64 | |
| FedAvgModel=2-layer CNN + 2-layer FFN2021.08 | 78.6 | 63.9 | |
| FedAvg+Model=2-layer CNN + 2-layer FFN2021.08 | 75.3 | 53 | |
| pFedMeModel=2-layer CNN + 2-layer FFN2021.08 | 74.9 | 57.6 | |
| Clustered FLModel=2-layer CNN + 2-layer FFN2021.08 | 73.5 | 55.1 | |
| LocalModel=2-layer CNN + 2-layer FFN2021.08 | 71 | 57.5 |