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Robustness Verification research benchmarks – Page 2 · SOTA2 Research

Robustness Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MUTAG global budget Delta=2, local budget delta=2

188Solved Count (All Instances)

5

Mar 10, 2026

tinyimagenet 2024

Clip-and-Verify

72Verified Accuracy (%)

4

Feb 26, 2026

Clip-and-Verify

65.5Verified Accuracy

4

Feb 26, 2026

vision-transformer 2024

Clip-and-Verify

61Verified Accuracy

2

Feb 26, 2026

Lipschitz Optimization for Formal Verification of Homographies

61Robustness Ratio (roll)

1

May 25, 2026

Page 2 of 2

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MNIST CIFAR ENZYMES Iris MUTAG

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