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Benchmarks
Robustness Verification on MNIST first 100 images (test)
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100
Certified Rate
Super-DeepG
85.44
89.22
93
96.78
Apr 27, 2026
Certified Rate
Verification Time (s/image)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Certified Rate
Verification Time (s/image)
Super-DeepG
Transformation=Shearin...
2026.04
100
0.16
Super-DeepG
Transformation=Shearin...
2026.04
100
0.065
Super-DeepG
Transformation=Scaling...
2026.04
99
0.16
Super-DeepG
Transformation=Scaling...
2026.04
99
0.063
DeepG
Transformation=Rotatio...
2026.04
98
210.72
Super-DeepG
Transformation=Rotatio...
2026.04
98
0.4
DeepG
Transformation=Scaling...
2026.04
98
4.25
DeepG
Transformation=Shearin...
2026.04
98
4.3
DeepG
Transformation=Transla...
2026.04
98
460.93
Super-DeepG
Transformation=Transla...
2026.04
98
1.34
DeepG
Transformation=Rotatio...
2026.04
86
48.38
Super-DeepG
Transformation=Rotatio...
2026.04
86
1.14
Super-DeepG
Transformation=Rotatio...
2026.04
86
0.13
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