Image Classification on TinyImageNet (non-iid)
39AccuracySLT
Evaluation Results
| Method | Links | |
|---|---|---|
| SLTBackbone=ResNet44, SFD/FedRolex constraint=1.02023.05 | 39 | |
| SLTBackbone=ResNet44, SFD/FedRolex constraint=0.52023.05 | 36.1 | |
| SLTBackbone=ResNet44, SFD/FedRolex constraint=0.252023.05 | 35.1 | |
| Small modelBackbone=ResNet44, SFD/FedRolex constraint=0.52023.05 | 34.2 | |
| SLTBackbone=ResNet44, SFD/FedRolex constraint=0.1252023.05 | 28.5 | |
| FedRolexBackbone=ResNet44, SFD/FedRolex constraint=0.52023.05 | 26.1 | |
| Small modelBackbone=ResNet44, SFD/FedRolex constraint=0.252023.05 | 25.3 | |
| FDBackbone=ResNet44, SFD/FedRolex constraint=0.52023.05 | 20 | |
| Small modelBackbone=ResNet44, SFD/FedRolex constraint=0.1252023.05 | 16.9 | |
| FedRolexBackbone=ResNet44, SFD/FedRolex constraint=0.252023.05 | 12.7 | |
| FedRolexBackbone=ResNet44, SFD/FedRolex constraint=0.1252023.05 | 1.5 | |
| FDBackbone=ResNet44, SFD/FedRolex constraint=0.252023.05 | 0.6 | |
| FDBackbone=ResNet44, SFD/FedRolex constraint=0.1252023.05 | 0.4 |