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Safety Robustness research benchmarks · SOTA2 Research

Safety Robustness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.8ASR

12

Jun 4, 2026

Random Insertion Attack

2.7ASR

12

Jun 4, 2026

0.313CLIP-T

10

May 19, 2026

13.4Attack Success Rate

4

Apr 21, 2026

VLGuard Safe_Unsafe

14.9Attack Success Rate

4

Apr 21, 2026

Popular datasets

VLGuard I2P Random Insertion Attack Prefill Attack

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