Image Classification on CIFAR-100 (non-IID alpha=1.0)
63.15AccuracyPFL+
Evaluation results
| Method | Links | |
|---|---|---|
| PFL+Model Type=Personalized Model (PM)2024.01 | 63.15 | |
| FedRoDModel Type=Personalized Model (PM)2024.01 | 62.51 | |
| pFedMeModel Type=Personalized Model (PM)2024.01 | 61.52 | |
| DittoModel Type=Personalized Model (PM)2024.01 | 60.47 | |
| FedBABUModel Type=Personalized Model (PM)2024.01 | 60.33 | |
| FedRepModel Type=Personalized Model (PM)2024.01 | 58.76 | |
| FedDynModel Type=Personalized Model (PM)2024.01 | 57.2 | |
| FedAvgMModel Type=Personalized Model (PM)2024.01 | 55.6 | |
| FedProxModel Type=Personalized Model (PM)2024.01 | 53.85 | |
| FedAvgModel Type=Personalized Model (PM)2024.01 | 52.64 | |
| PFL+Model Type=Generic Model (GM)2024.01 | 51.39 | |
| FedRoDModel Type=Generic Model (GM)2024.01 | 50.07 | |
| FedDynModel Type=Generic Model (GM)2024.01 | 49.24 | |
| FedAvgMModel Type=Generic Model (GM)2024.01 | 48.55 | |
| FedBABUModel Type=Generic Model (GM)2024.01 | 48.52 | |
| FedAvgModel Type=Generic Model (GM)2024.01 | 48.37 | |
| DittoModel Type=Generic Model (GM)2024.01 | 48.37 | |
| FedProxModel Type=Generic Model (GM)2024.01 | 47.33 | |
| pFedMeModel Type=Generic Model (GM)2024.01 | 47.29 | |
| FedRepModel Type=Generic Model (GM)2024.01 | 46.32 |