Image Classification on Tiny ImageNet Practical
30.31Mean AccuracyFedFew
Evaluation results
| Method | Links | |
|---|---|---|
| FedFewHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 30.31 | |
| FedRepHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 27.24 | |
| APFLHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 24.26 | |
| FedMTLHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 23.49 | |
| DittoHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 23.45 | |
| FedAMPHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 23.32 | |
| IFCAHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 15.24 | |
| FedProxHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 13.64 | |
| FedAvgHeterogeneous setting=Practical, Number of clients (M)=102026.03 | 13.49 |