Image Classification on CIFAR-100 High Data Heterogeneity
60.89AccuracyHomogeneous (largest)
Evaluation results
| Method | Links | |
|---|---|---|
| Homogeneous (largest)Method Category=Homogeneous, Model Capacity=largest2022.12 | 60.89 | |
| FedRolexMethod Category=PT-based2022.12 | 56.57 | |
| HeteroFLMethod Category=PT-based2022.12 | 52.38 | |
| Federated DropoutMethod Category=PT-based2022.12 | 45.07 | |
| Fed-ETMethod Category=KD-based2022.12 | 35.78 | |
| FedDFMethod Category=KD-based2022.12 | 31.87 | |
| DS-FLMethod Category=KD-based2022.12 | 29.12 | |
| Homogeneous (smallest)Method Category=Homogeneous, Model Capacity=smallest2022.12 | 12.69 |