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Benchmarks
Character Recognition on FEMNIST (train)
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72.72
Accuracy
Baseline
0.1592
18.9971
37.835
56.6729
Feb 25, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Baseline
Conv. round=10
2025.02
72.72
Baseline
2025.02
72.71
FinP
beta=0.5, Conv. round=14
2025.02
68.03
FinP
beta (β)=0.5
2025.02
67.81
FinP
beta (β)=0.75
2025.02
67.63
FinP
beta=0.75, Conv. round=12
2025.02
65.23
FinP
beta (β)=1
2025.02
60.17
FinP
beta=1, Conv. round=12
2025.02
58.65
DP-SGD
epsilon (ε)=151, delta...
2025.02
51.42
DP-SGD
epsilon=151, delta=10^...
2025.02
49.57
DP-SGD
epsilon (ε)=92, delta...
2025.02
28.15
DP-SGD
epsilon=92, delta=10^-5
2025.02
27.01
DP-SGD
epsilon (ε)=31, delta...
2025.02
4.66
DP-SGD
epsilon=31, delta=10^-5
2025.02
2.95
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