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ResearchFormerly WizWand

Multimodal Jailbreaking

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

65ASR

56

Mar 24, 2026

99.07ASR (%)

20

Feb 26, 2026

VLGuard Unsafe (OOD)

66.7ASR

6

Mar 4, 2026

MM-SafetyBench QR (OOD)

0ASR

6

Mar 4, 2026

MM-SafetyBench WR (OOD)

0ASR (%)

6

Mar 4, 2026

SafeBench FigStep (ID)

92.3ASR

6

Mar 4, 2026

SafeBench QR (ID)

0ASR

6

Mar 4, 2026

SafeBench Mirror (ID)

100ASR

6

Mar 4, 2026