Violation Detection on HarmBench
96.44Safety F1LPG-4B (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| LPG-4B (Ours)Family=Dynamic guardrail, In-distribution status=false2026.05 | 96.44 | |
| GuardReasoner-8BFamily=Static guardrail, In-distribution status=false2026.05 | 91.86 | |
| DynaGuard-4BFamily=Dynamic guardrail, In-distribution status=false2026.05 | 86.32 | |
| Qwen3-4BFamily=Instruction-following, In-distribution status=false2026.05 | 83.21 | |
| GPT-4oFamily=Instruction-following, In-distribution status=false2026.05 | 82.27 | |
| LlamaGuard3-8BFamily=Static guardrail, In-distribution status=false2026.05 | 67.96 | |
| ShieldGemma-9BFamily=Static guardrail, In-distribution status=false2026.05 | 67.96 |