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Benchmarks
Classification on Federated Learning Convergence IID alpha = infinity (train)
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234
R95
SafeLM
92.56
129.28
166
202.72
Apr 17, 2026
R95
R98
Accuracy
Total Memory (GB)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R95
R98
Accuracy
Total Memory (GB)
SafeLM
K=500, Distribution=IID
2026.04
234
467
97.7
6.54
SafeLM
K=100, Distribution=IID
2026.04
178
356
97.9
4.98
DP-SGD
K=50, Distribution=IID
2026.04
163
341
93.8
129.15
signSGD
K=50, Distribution=IID
2026.04
156
312
97.8
4.4
SafeLM
K=50, Distribution=IID
2026.04
145
289
98
4.05
FedAvg
K=50, Distribution=IID
2026.04
142
287
98.2
129.15
SafeLM
K=10, Distribution=IID
2026.04
98
201
98.1
2.81
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