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Papers Benchmarks Datasets Tasks

Black-Box LVLM Attack research benchmarks · SOTA2 Research

Black-Box LVLM Attack

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

88KMRa

15

Feb 26, 2026

1K images Gemini 2.5-Pro target

M-Attack-V2-ADAM

87KMRa

3

Feb 26, 2026

1K images Claude 3.7-extended target

M-Attack-V2-FGSM

40KMR (a)

3

Feb 26, 2026

1K images GPT-4o target

M-Attack-V2-ADAM

91KMR (a)

3

Feb 26, 2026

Popular datasets

Images PatternNet 1K images

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