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Robustness Certification on Attention blocks
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74.2
Certification Rate
alpha-CROWN
5.664
23.457
41.25
59.043
May 8, 2026
Certification Rate
Lower Bound
Updated 21d ago
Evaluation Results
Method
Method
Links
Certification Rate
Lower Bound
alpha-CROWN
K=4, d=16, epsilon (ϵ)...
2026.05
74.2
0.2912
Vertex-CROWN
K=4, d=16, epsilon (ϵ)...
2026.05
74.2
0.2809
Vertex-CROWN
K=4, d=16, epsilon (ϵ)...
2026.05
62.5
0.1327
Vertex-CROWN
K=6, d=16, epsilon (ϵ)...
2026.05
59.1
0.1255
alpha-CROWN
K=6, d=16, epsilon (ϵ)...
2026.05
58.3
0.1219
alpha-CROWN
K=4, d=16, epsilon (ϵ)...
2026.05
50
-0.0311
ABCrown-BaB
K=4, d=16, epsilon (ϵ)...
2026.05
50
-
Vertex-CROWN
K=4, d=32, epsilon (ϵ)...
2026.05
50
0.0645
ABCrown-BaB
K=4, d=32, epsilon (ϵ)...
2026.05
29.2
-
alpha-CROWN
K=4, d=32, epsilon (ϵ)...
2026.05
25
-0.1853
CROWN
K=4, d=16, epsilon (ϵ)...
2026.05
12.5
-1.035
CROWN
K=4, d=32, epsilon (ϵ)...
2026.05
8.3
-1.273
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