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Benchmarks
Image Classification on MNIST (test) (Adversarial Robustness L2/Linf)
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99.16
Clean Accuracy
SWEEN
98.2552
98.4901
98.725
98.9599
May 31, 2026
Clean Accuracy
L2 Attacker Success Rate (ε=1.00)
Linf Attacker Success Rate (ε=0.20)
Updated 1d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
L2 Attacker Success Rate (ε=1.00)
Linf Attacker Success Rate (ε=0.20)
SWEEN
2026.05
99.16
11.18
56.28
RandSmooth
2026.05
99.12
12.2
99.82
CEAR−(GM)
Aggregation Strategy=G...
2026.05
99.1
9.07
50.13
CEAR(RW)
Aggregation Strategy=R...
2026.05
98.29
10.6
44.6
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