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Benchmarks
Federated Learning Classification on Tiny-ImageNet non-iid Dirichlet 0.3 (test)
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35.7
Accuracy
FedDC+MAN
24.936
27.7305
30.525
33.3195
Dec 9, 2025
Accuracy
Communication Rounds (Target 28% Acc)
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Communication Rounds (Target 28% Acc)
FedDC+MAN
Regularizer=MAN
2025.12
35.7
73
FedSpeed+MAN
Regularizer=MAN
2025.12
34.32
108
FedASAM+MAN
Regularizer=MAN
2025.12
32.5
140
FedSAM+MAN
Regularizer=MAN
2025.12
32.16
104
FedDyn+MAN
Regularizer=MAN
2025.12
32
132
FedDC
Regularizer=None
2025.12
31.44
170
FedSpeed
Regularizer=None
2025.12
31.12
211
FedDyn
Regularizer=None
2025.12
29.23
295
FedAvg+MAN
Regularizer=MAN
2025.12
28.09
437
FedASAM
Regularizer=None
2025.12
27.5
500
FedSAM
Regularizer=None
2025.12
26.23
500
FedAvg
Regularizer=None
2025.12
25.35
500
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