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Papers Benchmarks Datasets Tasks

LlavaGuard dataset and benchmarks · SOTA2 Research

Research Datasets

LlavaGuard

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Unsafe content detection

LlavaGuard

83.81Accuracy

21

Policy Responsiveness

LlavaGuard v1 (test)

98.75PER

20

Visual Compliance Verification

LlavaGuard 1290 samples (test)

93Unsafe F1 Score

13

Content safety guardrailing

LlavaGuard

87.5Score (%)

12

Prompt Classification

LlavaGuard Image Prompt

0.752F1 Score

7

Out-of-Taxonomy Risk Detection

LlavaGuard

66.87F1 Score

4

OOD safety category inference (Stage 2)

LlavaGuard

13.28Reward Mean

4

Popular tasks

Unsafe content detection Prompt Classification OOD safety category inference (Stage 2)Out-of-Taxonomy Risk Detection Policy Responsiveness

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