Image Classification on CIFAR-100 Low Data Heterogeneity
62.51AccuracyHomogeneous (largest)
Evaluation results
| Method | Links | |
|---|---|---|
| Homogeneous (largest)Method Category=Homogeneous, Model Capacity=largest2022.12 | 62.51 | |
| FedRolexMethod Category=PT-based2022.12 | 58.73 | |
| HeteroFLMethod Category=PT-based2022.12 | 57.44 | |
| Federated DropoutMethod Category=PT-based2022.12 | 46.4 | |
| Fed-ETMethod Category=KD-based2022.12 | 41.58 | |
| FedDFMethod Category=KD-based2022.12 | 37.87 | |
| DS-FLMethod Category=KD-based2022.12 | 33.56 | |
| Homogeneous (smallest)Method Category=Homogeneous, Model Capacity=smallest2022.12 | 19.7 |