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Benchmarks
Robustness Verification on GTSRB
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99.98
PRSV
STBP (LJ Sampling)
55.4992
67.0471
78.595
90.1429
Jun 8, 2026
PRSV
Robustness Ratio (Roll)
Robustness Ratio (Pitch)
Robustness Ratio (Yaw)
Robustness Ratio (Translation X)
Robustness Ratio (Translation Y)
Robustness Ratio (Translation Z)
Average Runtime (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
PRSV
Robustness Ratio (Roll)
Robustness Ratio (Pitch)
Robustness Ratio (Yaw)
Robustness Ratio (Translation X)
Robustness Ratio (Translation Y)
Robustness Ratio (Translation Z)
Average Runtime (s)
STBP (LJ Sampling)
Epsilon=1/255
2026.06
99.98
-
-
-
-
-
-
0.1
STBP (LJ Sampling)
Epsilon=2/255
2026.06
93.1
-
-
-
-
-
-
0.13
STBP (LJ Sampling)
Epsilon=3/255
2026.06
91.2
-
-
-
-
-
-
0.17
VideoStar (Relax)
Epsilon=1/255
2026.06
91.16
-
-
-
-
-
-
222.43
VideoStar (Relax)
Epsilon=2/255
2026.06
74.88
-
-
-
-
-
-
459.89
VideoStar (Relax)
Epsilon=3/255
2026.06
57.21
-
-
-
-
-
-
1,044.4
Lipschitz Optimization for Formal Verification of Homographies
Generation time (s)=29...
2026.05
-
0
0
0
0
0
0
-
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