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ResearchFormerly WizWand

Safety Robustness

Benchmarks

DatasetSOTA 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