DRAKE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Personalized Federated Learning | DRAKE dynamic (Others) | Alast52.56 | 40 | |
| Personalized Federated Learning | DRAKE dynamic (Self) | Alast70.67 | 40 | |
| Personalized Federated Learning | DRAKE (Self) | Alast70.1 | 30 | |
| Personalized Federated Learning | DRAKE static (Others) | Alast52.67 | 20 | |
| Heterogeneous Personalized Federated Learning | DRAKE | Alast51.96 | 10 | |
| Personalized Federated Learning | DRAKE alpha=0.1 Dirichlet non-i.i.d. splits | A_last73.12 | 10 | |
| Personalized Federated Learning | DRAKE Dirichlet non-i.i.d. splits alpha=0.5 | A_last70.2 | 10 | |
| Personalized Federated Learning | DRAKE alpha=1.0 Dirichlet non-i.i.d. splits | A_last69.12 | 10 | |
| Personalized Federated Learning | DRAKE (Others) | Alast52.4 | 10 |
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