Communication Overhead on TinyImageNet (test)
20.48Upload SizeFedRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedREModel setting=Model-homo2025.11 | 20.48 | 4,098 | |
| FedREModel setting=Model-hete2025.11 | 20.48 | 4,098 | |
| FedGHModel setting=Model-homo2025.11 | 1,918.98 | 4,096 | |
| FedGHModel setting=Model-hete2025.11 | 1,918.98 | 4,096 | |
| FedProtoModel setting=Model-homo2025.11 | 1,918.98 | 4,096 | |
| FedProtoModel setting=Model-hete2025.11 | 1,918.98 | 4,096 | |
| FPLModel setting=Model-homo2025.11 | 1,918.98 | 9,768.96 | |
| FPLModel setting=Model-hete2025.11 | 1,918.98 | 10,567.68 | |
| FedTGPModel setting=Model-homo2025.11 | 1,918.98 | 4,096 | |
| FedTGPModel setting=Model-hete2025.11 | 1,918.98 | 4,096 | |
| LG-FedAvgModel setting=Model-homo2025.11 | 4,098 | 4,098 | |
| LG-FedAvgModel setting=Model-hete2025.11 | 4,098 | 4,098 | |
| FedGenModel setting=Model-hete2025.11 | 4,098 | 4,098 | |
| FedMRLModel setting=Model-homo2025.11 | 56,178 | 56,178 | |
| FedMRLModel setting=Model-hete2025.11 | 56,178 | 56,178 | |
| FedKDModel setting=Model-hete2025.11 | 57,544.97 | 57,544.97 | |
| FedKDModel setting=Model-homo2025.11 | 90,503 | 90,503 | |
| FedGenModel setting=Model-homo2025.11 | 239,178.32 | 239,178.32 | |
| FedAvgModel setting=Model-homo2025.11 | 239,178.32 | 239,178.32 | |
| FedALAModel setting=Model-homo2025.11 | 239,178.32 | 239,178.32 | |
| FedAvgDBEModel setting=Model-homo2025.11 | 239,178.32 | 239,178.32 |