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Benchmarks
Safety Classification on 7-class safety dataset (test)
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98.2
Accuracy
FedAvg
93.624
94.812
96
97.188
Apr 17, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
FedAvg
Condition=undefended,...
2026.04
98.2
SecAgg
Comm. (MB)=14
2026.04
98
SafeLM
Comm. (MB)=14
2026.04
98
signSGD
Comm. (MB)=14
2026.04
97.8
DP-SGD
epsilon=1.0, Comm. (MB...
2026.04
93.8
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