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Benchmarks
Malicious Prompt Detection on MM-Vet OOD
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3.67
FPR
VLMShield
3.3784
5.3467
7.315
9.2833
Apr 7, 2026
FPR
Updated 9d ago
Evaluation Results
Method
Method
Links
FPR
VLMShield
Target Model=LLaVA-1.5...
2026.04
3.67
VLMShield
Target Model=Qwen2.5-V...
2026.04
3.67
VLMGuard
Target Model=Qwen2.5-V...
2026.04
3.92
ASTRA
Target Model=Qwen2.5-V...
2026.04
4.2
VLMGuard
Target Model=LLaVA-1.5...
2026.04
5
JailGuard
Target Model=Qwen2.5-V...
2026.04
5.62
ASTRA
Target Model=LLaVA-1.5...
2026.04
6.46
CIDER
Target Model=LLaVA-1.5...
2026.04
6.72
CIDER
Target Model=Qwen2.5-V...
2026.04
6.72
ECSO
Target Model=Qwen2.5-V...
2026.04
6.77
JailGuard
Target Model=LLaVA-1.5...
2026.04
10.55
MirrorCheck
Target Model=LLaVA-1.5...
2026.04
10.59
MirrorCheck
Target Model=Qwen2.5-V...
2026.04
10.59
ECSO
Target Model=LLaVA-1.5...
2026.04
10.96
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