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Benchmarks
Handwritten character recognition on EMNIST 8 (test)
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83.5
Average Accuracy
FedEM
71.436
74.568
77.7
80.832
Aug 23, 2021
Average Accuracy
Bottom Decile Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Accuracy
Bottom Decile Accuracy
FedEM
Model=2-layer CNN + 2-...
2021.08
83.5
76.6
pFedMe
Model=2-layer CNN + 2-...
2021.08
83.3
76.4
FedAvg+
Model=2-layer CNN + 2-...
2021.08
83.1
75.8
FedProx
Model=2-layer CNN + 2-...
2021.08
83
75.4
Clustered FL
Model=2-layer CNN + 2-...
2021.08
82.7
75
FedAvg
Model=2-layer CNN + 2-...
2021.08
82.6
75
Local
Model=2-layer CNN + 2-...
2021.08
71.9
64.3
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