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Benchmarks
Black-Box LVLM Attack on 1K images GPT-4o target
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91
KMR (a)
M-Attack-V2-ADAM
84.76
86.38
88
89.62
Feb 19, 2026
KMR (a)
KMR (b)
KMR (c)
ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
KMR (a)
KMR (b)
KMR (c)
ASR
M-Attack-V2-ADAM
Model=Ensemble
2026.02
91
78
40
99
M-Attack-V2-MIFGSM
Model=Ensemble
2026.02
90
66
23
96
M-Attack-V2-FGSM
Model=Ensemble
2026.02
85
64
19
98
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