Image Classification on FEMNIST Practical
100Mean AccuracyFedMTL
Evaluation results
| Method | Links | |
|---|---|---|
| FedMTLHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 100 | |
| DittoHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 100 | |
| FedRepHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 100 | |
| FedAMPHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 100 | |
| FedFewHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 100 | |
| APFLHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 99.93 | |
| IFCAHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 99.46 | |
| FedAvgHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 96.65 | |
| FedProxHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 96.51 |