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Benchmarks
Federated Learning Classification on CIFAR-100 IID (test)
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56.77
Accuracy
FedDC+MAN
38.7052
43.3951
48.085
52.7749
Dec 9, 2025
Accuracy
Communication Rounds (to 50% Acc)
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Communication Rounds (to 50% Acc)
FedDC+MAN
Regularizer=MAN
2025.12
56.77
156
FedSpeed+MAN
Regularizer=MAN
2025.12
55.89
163
FedDyn+MAN
Regularizer=MAN
2025.12
55.83
157
FedDC
Regularizer=None
2025.12
53.25
289
FedSAM+MAN
Regularizer=MAN
2025.12
52.85
301
FedAvg+MAN
Regularizer=MAN
2025.12
52.59
224
FedASAM+MAN
Regularizer=MAN
2025.12
52.41
296
FedSpeed
Regularizer=None
2025.12
50.95
439
FedDyn
Regularizer=None
2025.12
50.04
500
FedASAM
Regularizer=None
2025.12
44.18
500
FedSAM
Regularizer=None
2025.12
41.31
500
FedAvg
Regularizer=None
2025.12
39.4
500
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