Image Classification on EMNIST (non-iid)
84.42AccuracyFedAvg
Evaluation results
| Method | Links | |
|---|---|---|
| FedAvgModel=CNN2025.12 | 84.42 | |
| FedOLFModel=CNN, TOA setting=no TOA2025.12 | 84.02 | |
| CoCoFLModel=CNN2025.12 | 83.71 | |
| SLTModel=CNN2025.12 | 60.72 | |
| DepthFLModel=CNN2025.12 | 60.25 | |
| ScaleFLModel=CNN2025.12 | 56.64 | |
| FeddropModel=CNN2025.12 | 32.11 | |
| AdaptiveFLModel=CNN2025.12 | 28.6 | |
| HeteroFLModel=CNN2025.12 | 17.4 | |
| FjORDModel=CNN2025.12 | 7.55 |