Personalized Image Classification on CIFAR-10 Dirichlet 0.5 (test)
79.47Personalized AccuracyFedPAC
Evaluation results
| Method | Links | |
|---|---|---|
| FedPACParticipation rate=20%, Number of clients=100, Drift setting=no drift2024.10 | 79.47 | |
| DittoParticipation rate=20%, Number of clients=100, Drift setting=no drift2024.10 | 79.2 | |
| FedCCFA-FTParticipation rate=20%, Number of clients=100, Drift setting=no drift, Fine-tuning=5 epochs, Fine-tuning learning rate=0.012024.10 | 79.13 | |
| FedCCFAParticipation rate=20%, Number of clients=100, Drift setting=no drift, Fine-tuning=false2024.10 | 75.03 | |
| FedBABUParticipation rate=20%, Number of clients=100, Drift setting=no drift2024.10 | 71.29 | |
| FedRepParticipation rate=20%, Number of clients=100, Drift setting=no drift2024.10 | 68.85 | |
| pFedMeParticipation rate=20%, Number of clients=100, Drift setting=no drift2024.10 | 60.42 |