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Benchmarks
Federated Learning Classification on Tiny-ImageNet IID (test)
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36.53
Accuracy
FedDC+MAN
23.2388
26.6894
30.14
33.5906
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
36.53
61
FedSpeed+MAN
Regularizer=MAN
2025.12
33.02
98
FedDyn+MAN
Regularizer=MAN
2025.12
32.31
108
FedASAM+MAN
Regularizer=MAN
2025.12
31.7
93
FedSAM+MAN
Regularizer=MAN
2025.12
31.4
82
FedDC
Regularizer=None
2025.12
31.21
201
FedSpeed
Regularizer=None
2025.12
29.65
363
FedDyn
Regularizer=None
2025.12
29.41
350
FedAvg+MAN
Regularizer=MAN
2025.12
29.11
182
FedSAM
Regularizer=None
2025.12
23.97
500
FedASAM
Regularizer=None
2025.12
23.96
500
FedAvg
Regularizer=None
2025.12
23.75
500
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