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Image Classification Efficiency on MNIST (Time to Accuracy Thresholds)
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88.6
Max Accuracy
FAR-SIGN
7.272
28.386
49.5
70.614
May 10, 2026
Max Accuracy
Wall-clock Time to 80% Accuracy (s)
Wall-clock Time to 85% Accuracy (s)
Updated 22d ago
Evaluation Results
Method
Method
Links
Max Accuracy
Wall-clock Time to 80% Accuracy (s)
Wall-clock Time to 85% Accuracy (s)
FAR-SIGN
Model=MLP, Byzantine w...
2026.05
88.6
15
35
RFA
Model=MLP, Byzantine w...
2026.05
87.5
205
446
Multi-Krum
Model=MLP, Byzantine w...
2026.05
87.2
236
599
Median
Model=MLP, Byzantine w...
2026.05
86.8
293
542
Krum
Model=MLP, Byzantine w...
2026.05
85.5
303
867
Bulyan
Model=MLP, Byzantine w...
2026.05
85.5
321
747
Trimmed Mean
Model=MLP, Byzantine w...
2026.05
10.4
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