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Benchmarks
Federated Learning on CIFAR-100 (Dirichlet 0.3, Specific Accuracy Convergence)
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32.7
Accuracy (500R)
FedACG
27.9888
29.2119
30.435
31.6581
Jan 10, 2022
Accuracy (500R)
Accuracy (1000R)
Rounds to 30% Acc
Rounds to 38% Acc
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy (500R)
Accuracy (1000R)
Rounds to 30% Acc
Rounds to 38% Acc
FedACG
participation ratio=4%...
2022.01
32.7
41.51
376
769
FedDC
participation ratio=4%...
2022.01
31.35
36.82
469
1,000
MOON
participation ratio=4%...
2022.01
30.88
39.57
430
852
FedDyn
participation ratio=4%...
2022.01
29.45
38.47
517
941
FedAvg
participation ratio=4%...
2022.01
28.61
35.87
577
1,000
FedNTD
participation ratio=4%...
2022.01
28.45
36.26
578
1,000
FedProx
participation ratio=4%...
2022.01
28.17
35.89
602
1,000
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