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Benchmarks
Image Classification on MNIST (Time to Target Accuracy)
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37
Time to 80% Acc (s)
FAR-SIGN
23.6
114.05
204.5
294.95
May 10, 2026
Time to 80% Acc (s)
Time to 85% Acc (s)
Max Acc
Updated 22d ago
Evaluation Results
Method
Method
Links
Time to 80% Acc (s)
Time to 85% Acc (s)
Max Acc
FAR-SIGN
Model=MLP, Byzantine w...
2026.05
37
120
86.9
Multi-Krum
Model=MLP, Byzantine w...
2026.05
233
566
86
Trimmed Mean
Model=MLP, Byzantine w...
2026.05
257
649
85.5
RFA
Model=MLP, Byzantine w...
2026.05
262
697
85.5
Median
Model=MLP, Byzantine w...
2026.05
280
723
85.7
Krum
Model=MLP, Byzantine w...
2026.05
372
-
84.1
Bulyan
Model=MLP, Byzantine w...
2026.05
372
872
84.4
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