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Benchmarks
Federated Learning Classification on CIFAR-100 non-iid Dirichlet 0.6 (test)
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55.84
Accuracy
FedSpeed+MAN
39.772
43.9435
48.115
52.2865
Dec 9, 2025
Accuracy
Communication Rounds to 50% Acc
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Communication Rounds to 50% Acc
FedSpeed+MAN
Regularizer=MAN
2025.12
55.84
153
FedDyn+MAN
Regularizer=MAN
2025.12
55.63
143
FedDC+MAN
Regularizer=MAN
2025.12
55.4
129
FedDC
Regularizer=None
2025.12
52.64
304
FedSAM+MAN
Regularizer=MAN
2025.12
52.62
281
FedAvg+MAN
Regularizer=MAN
2025.12
52.42
210
FedASAM+MAN
Regularizer=MAN
2025.12
51.89
351
FedSpeed
Regularizer=None
2025.12
51.33
390
FedDyn
Regularizer=None
2025.12
49.91
486
FedASAM
Regularizer=None
2025.12
45.48
500
FedSAM
Regularizer=None
2025.12
43.36
500
FedAvg
Regularizer=None
2025.12
40.39
500
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