Communication Overhead on CIFAR-100 (test)
5.12Upload SizeFedRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedREModel setting=Model-homo2025.11 | 5.12 | 513 | |
| FedREModel setting=Model-hete2025.11 | 5.12 | 513 | |
| FedGHModel setting=Model-homo2025.11 | 257.02 | 512 | |
| FedGHModel setting=Model-hete2025.11 | 257.02 | 512 | |
| FedProtoModel setting=Model-homo2025.11 | 257.02 | 512 | |
| FedProtoModel setting=Model-hete2025.11 | 257.02 | 512 | |
| FPLModel setting=Model-homo2025.11 | 257.02 | 916.48 | |
| FPLModel setting=Model-hete2025.11 | 257.02 | 1,182.72 | |
| FedTGPModel setting=Model-homo2025.11 | 257.02 | 512 | |
| FedTGPModel setting=Model-hete2025.11 | 257.02 | 512 | |
| LG-FedAvgModel setting=Model-homo2025.11 | 513 | 513 | |
| LG-FedAvgModel setting=Model-hete2025.11 | 513 | 513 | |
| FedGenModel setting=Model-hete2025.11 | 513 | 513 | |
| FedKDModel setting=Model-hete2025.11 | 3,524.67 | 3,524.67 | |
| FedKDModel setting=Model-homo2025.11 | 4,234.28 | 4,234.28 | |
| FedMRLModel setting=Model-homo2025.11 | 8,863.08 | 8,863.08 | |
| FedMRLModel setting=Model-hete2025.11 | 8,863.08 | 8,863.08 | |
| FedGenModel setting=Model-homo2025.11 | 9,247.08 | 9,247.08 | |
| FedAvgModel setting=Model-homo2025.11 | 9,247.08 | 9,247.08 | |
| FedALAModel setting=Model-homo2025.11 | 9,247.08 | 9,247.08 | |
| FedAvgDBEModel setting=Model-homo2025.11 | 9,247.08 | 9,247.08 |