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Benchmarks
Federated Image Classification on CIFAR-10 alpha=0.1, Cold-Start (test)
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89.8
Client 1 Accuracy
FedCoE
25.32
42.06
58.8
75.54
May 20, 2026
Client 1 Accuracy
Client 2 Accuracy
Client 3 Accuracy
Mean Accuracy
Standard Deviation
Updated 13d ago
Evaluation Results
Method
Method
Links
Client 1 Accuracy
Client 2 Accuracy
Client 3 Accuracy
Mean Accuracy
Standard Deviation
FedCoE
2026.05
89.8
90.6
93.4
91.27
1.89
FedProx
2026.05
73.6
73.2
60.6
69.13
7.39
FedAvg
2026.05
69
46.6
52.8
56.13
11.57
Scaffold
2026.05
27.8
7.6
9.2
14.87
11.23
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