Image Classification on FEMNIST (non-iid)
84AccuracySLT
Evaluation Results
| Method | Links | |
|---|---|---|
| SLTBackbone=ResNet20, SFD/FedRolex constraint=1.02023.05 | 84 | |
| SLTBackbone=ResNet20, SFD/FedRolex constraint=0.52023.05 | 83.8 | |
| Small modelBackbone=ResNet20, SFD/FedRolex constraint=0.52023.05 | 83.3 | |
| SLTBackbone=ResNet20, SFD/FedRolex constraint=0.252023.05 | 83 | |
| Small modelBackbone=ResNet20, SFD/FedRolex constraint=0.252023.05 | 82.9 | |
| SLTBackbone=ResNet20, SFD/FedRolex constraint=0.1252023.05 | 81.2 | |
| FDBackbone=ResNet20, SFD/FedRolex constraint=0.52023.05 | 79.7 | |
| Small modelBackbone=ResNet20, SFD/FedRolex constraint=0.1252023.05 | 79.6 | |
| FedRolexBackbone=ResNet20, SFD/FedRolex constraint=0.52023.05 | 78.5 | |
| FedRolexBackbone=ResNet20, SFD/FedRolex constraint=0.252023.05 | 59.3 | |
| FDBackbone=ResNet20, SFD/FedRolex constraint=0.252023.05 | 51 | |
| FedRolexBackbone=ResNet20, SFD/FedRolex constraint=0.1252023.05 | 39.4 | |
| FDBackbone=ResNet20, SFD/FedRolex constraint=0.1252023.05 | 15.9 |