Image Classification on EuroSAT (Accuracy, AA, MFS)
90.03AccuracyGK-FedDKD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GK-FedDKDBackbone=Swin-T2026.03 | 90.03 | 90.23 | 89.62 | |
| GK-FedDKDBackbone=ResNet102026.03 | 88.38 | 88.54 | 87.83 | |
| FedProtoBackbone=ResNet102026.03 | 83.74 | 83.67 | 83.08 | |
| FedProtoBackbone=Swin-T2026.03 | 82.86 | 82.81 | 82.03 | |
| FedPerBackbone=Swin-T2026.03 | 82.73 | 81.26 | 82.03 | |
| FedPerBackbone=ResNet102026.03 | 79.1 | 77.43 | 78.01 | |
| FedAUBackbone=ResNet102026.03 | 74.9 | 75.04 | 73.71 | |
| MOONBackbone=Swin-T2026.03 | 71.79 | 71.87 | 70.16 | |
| FedAUBackbone=Swin-T2026.03 | 67.13 | 67.85 | 64.32 | |
| FedASBackbone=ResNet102026.03 | 66.78 | 66.02 | 64.72 | |
| FedASBackbone=Swin-T2026.03 | 65.41 | 64.76 | 63.67 | |
| FedExPBackbone=Swin-T2026.03 | 60.01 | 60.46 | 58.77 | |
| MOONBackbone=ResNet102026.03 | 52 | 52.04 | 45.57 | |
| FedProxBackbone=Swin-T2026.03 | 21.56 | 13.48 | 12.94 | |
| FedExPBackbone=ResNet102026.03 | 19.65 | 21.02 | 9.46 |