Text Classification on AG News Practical
96.07Mean AccuracyFedFew
Evaluation Results
| Method | Links | |
|---|---|---|
| FedFewHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 96.07 | |
| FedRepHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 94.68 | |
| APFLHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 94.26 | |
| FedAMPHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 94.17 | |
| FedMTLHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 94.1 | |
| DittoHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 94.06 | |
| IFCAHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 90.63 | |
| FedAvgHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 88.9 | |
| FedProxHeterogeneous setting=Practical, Number of clients (M)=202026.03 | 83.42 |