Image Classification on CIFAR-10 Low Data Heterogeneity
84.48AccuracyHomogeneous (largest)
Evaluation results
| Method | Links | |
|---|---|---|
| Homogeneous (largest)Method Category=Homogeneous, Model Capacity=largest2022.12 | 84.48 | |
| FedRolexMethod Category=PT-based2022.12 | 84.45 | |
| Fed-ETMethod Category=KD-based2022.12 | 81.13 | |
| FedDFMethod Category=KD-based2022.12 | 76.55 | |
| Federated DropoutMethod Category=PT-based2022.12 | 76.2 | |
| HeteroFLMethod Category=PT-based2022.12 | 73.19 | |
| DS-FLMethod Category=KD-based2022.12 | 68.44 | |
| Homogeneous (smallest)Method Category=Homogeneous, Model Capacity=smallest2022.12 | 46.86 |