Communication Overhead on CIFAR-10 (test)
5.12Upload SizeFedRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedREModel setting=Model-homo2025.11 | 5.12 | 51.3 | |
| FedREModel setting=Model-hete2025.11 | 5.12 | 51.3 | |
| FedGHModel setting=Model-homo2025.11 | 31.23 | 51.2 | |
| FedGHModel setting=Model-hete2025.11 | 31.23 | 51.2 | |
| FedProtoModel setting=Model-homo2025.11 | 31.23 | 51.2 | |
| FedProtoModel setting=Model-hete2025.11 | 31.23 | 51.2 | |
| FPLModel setting=Model-homo2025.11 | 31.23 | 87.04 | |
| FPLModel setting=Model-hete2025.11 | 31.23 | 112.64 | |
| FedTGPModel setting=Model-homo2025.11 | 31.23 | 51.2 | |
| FedTGPModel setting=Model-hete2025.11 | 31.23 | 51.2 | |
| LG-FedAvgModel setting=Model-homo2025.11 | 51.3 | 51.3 | |
| LG-FedAvgModel setting=Model-hete2025.11 | 51.3 | 51.3 | |
| FedGenModel setting=Model-hete2025.11 | 51.3 | 51.3 | |
| FedKDModel setting=Model-hete2025.11 | 3,353.68 | 3,353.68 | |
| FedKDModel setting=Model-homo2025.11 | 3,374.28 | 3,374.28 | |
| FedMRLModel setting=Model-homo2025.11 | 8,746.98 | 8,746.98 | |
| FedMRLModel setting=Model-hete2025.11 | 8,746.98 | 8,746.98 | |
| FedGenModel setting=Model-homo2025.11 | 8,785.38 | 8,785.38 | |
| FedAvgModel setting=Model-homo2025.11 | 8,785.38 | 8,785.38 | |
| FedALAModel setting=Model-homo2025.11 | 8,785.38 | 8,785.38 | |
| FedAvgDBEModel setting=Model-homo2025.11 | 8,785.38 | 8,785.38 |