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Benchmarks
Federated Learning on MedMNIST
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78.91
Accuracy
Secure-CHG
72.8156
74.3978
75.98
77.5622
Jun 30, 2026
Accuracy
Source Accuracy
Attack Success Rate (ASR)
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
Source Accuracy
Attack Success Rate (ASR)
Secure-CHG
Model=MedMNIST-Net
2026.06
78.91
60.93
8.88
MultiKrum
Model=MedMNIST-Net
2026.06
78.7
56.12
9.44
Krum_CHG
Model=MedMNIST-Net
2026.06
77.72
57.04
10.38
FedAvg
Model=MedMNIST-Net
2026.06
77.66
32.84
9.47
FLTrust
Model=MedMNIST-Net
2026.06
77.36
37.25
10.49
TrimmedMean
Model=MedMNIST-Net
2026.06
73.96
33.46
10.43
FedMedian
Model=MedMNIST-Net
2026.06
73.05
35.47
10.47
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