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Benchmarks
Geometric Robustness Certification on TinyImageNet VNN-Comp'24 model
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18
Certified Accuracy (%)
Super-DeepG
0.32
4.91
9.5
14.09
Apr 27, 2026
Certified Accuracy (%)
Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Certified Accuracy (%)
Time (s)
Super-DeepG
Interval size (°)=0.02
2026.04
18
3.73
Super-DeepG
Interval size=0.02
2026.04
18
3.73
FGV
Interval size (°)=2 ·...
2026.04
10
10.9
Super-DeepG
Interval size (°)=0.04
2026.04
10
1.46
FGV
Interval size=2 × 10−4
2026.04
10
10.09
FGV
Interval size (°)=4 ·...
2026.04
2
5.06
FGV
Interval size (°)=3 ·...
2026.04
2
6.78
FGV
Interval size=4 × 10−4
2026.04
2
5.06
FGV
Interval size=3 × 10−4
2026.04
2
6.78
FGV
Interval size=5 × 10−4
2026.04
1
4.05
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