Federated Learning on Serengeti
0.01Local Avg Distance (AD)Clust-PSI-PFL
Evaluation results
| Method | Links | |
|---|---|---|
| Clust-PSI-PFLPartition protocol=Similarity, Similarity (S)=0, K=1002025.12 | 0.01 | |
| CFLPartition protocol=Dirichlet, Alpha=50, K=1002025.12 | 0.14 | |
| Clust-PSI-PFLPartition protocol=Dirichlet, Alpha=50, K=1002025.12 | 0.14 | |
| FedAvgMPartition protocol=Dirichlet, Alpha=50, K=1002025.12 | 0.15 | |
| HACCSPartition protocol=Dirichlet, Alpha=50, K=1002025.12 | 0.17 | |
| FedAvgPartition protocol=Dirichlet, Alpha=50, K=1002025.12 | 0.18 | |
| Clust-PSI-PFLPartition protocol=Dirichlet, Alpha=0.7, K=1002025.12 | 0.21 | |
| CFLPartition protocol=Dirichlet, Alpha=0.7, K=1002025.12 | 0.25 | |
| FedAvgPartition protocol=Dirichlet, Alpha=0.7, K=1002025.12 | 0.28 | |
| FedAvgMPartition protocol=Dirichlet, Alpha=0.7, K=1002025.12 | 0.28 | |
| HACCSPartition protocol=Dirichlet, Alpha=0.7, K=1002025.12 | 0.4 | |
| FedAvgPartition protocol=Similarity, Similarity (S)=0, K=1002025.12 | 0.82 |