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Papers Benchmarks Datasets Tasks

Adversarial Attack Success research benchmarks · SOTA2 Research

Adversarial Attack Success

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AdvBench (sample of 500)

16.5ASR

30

Jun 19, 2026

12 Adversarial Tasks

72.7Attack Success Rate

21

Feb 26, 2026

MAP-Elites Adversarial Suite 216 behavior space cells (30 generations)

Devstral-small-2

1Best Fitness

4

Jun 2, 2026

Popular datasets

AdvBench Adversarial Tasks MAP-Elites Adversarial Suite

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