Image Classification on CIFAR-10 20 clients (test)
76.95AccuracyFedCCFA
Evaluation Results
| Method | Links | |
|---|---|---|
| FedCCFANumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 76.95 | |
| DittoNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 67.45 | |
| FedPACNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 66.47 | |
| FedRepNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 64.51 | |
| FedProxNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 61.25 | |
| IFCANumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 61.24 | |
| FedAvgNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 60.96 | |
| AdapFedAvgNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 60.92 | |
| FedFMNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 60.61 | |
| FlashNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 59.84 | |
| pFedMeNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 58.92 | |
| FedBABUNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 58.87 | |
| SCAFFOLDNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 58.67 | |
| FedDriftNumber of clients=20, Sample ratio=100%, Drift setting=Sudden, Data Distribution=Dir(0.5)2024.10 | 48.17 |