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Safety Classification on SafeRLHF

0.94F1 ScoreQwen3Guard
0.3940.535750.67750.81925Dec 23, 2025Dec 31, 2025Jan 8, 2026Jan 16, 2026Jan 24, 2026Feb 1, 2026Feb 10, 2026

Evaluation results

MethodLinks
Qwen3GuardSize=8B, Mode=loose, Reasoning=false2025.120.94—
AprielGuardSize=8B, Reasoning=true2025.120.93—
IBM Granite Guardian 3.2Size=5B, Reasoning=false2025.120.92—
AprielGuardSize=8B, Reasoning=false2025.120.92—
IBM Granite Guardian 3.3Size=8B, Reasoning=false2025.120.91—
Qwen3GuardSize=8B, Mode=strict, Reasoning=false2025.120.91—
gpt-oss-safeguardSize=20B, Reasoning=true2025.120.91—
IBM Granite Guardian 3.1Size=2B, Reasoning=false2025.120.9—
IBM Granite Guardian 3.3Size=8B, Reasoning=true2025.120.9—
Llama Guard 3Reasoning=false2025.120.89—
NExT-GuardSafeguard Type=Streaming2026.020.888—
Llama Guard 2Reasoning=false2025.120.88—
Llama Guard 4Reasoning=false2025.120.88—
IBM Granite Guardian 3.2Size=3B, Reasoning=false2025.120.88—
NExT-Guard*Safeguard Type=Streaming2026.020.833—
BeaverDam 7BModel Category=LLM Guard Model2026.020.721—
Qwen3Guard Gen 8BModel Category=LLM Guard Model, Detection Mode=strict2026.020.7054—
GuardReasoner 8BModel Category=LLM Guard Model2026.020.7004—
GuardReasoner-Omni 4BModel Category=VLM Guard Model2026.020.6844—
GuardReasoner-Omni 2BModel Category=VLM Guard Model2026.020.6814—
GuardReasoner-VL 7BModel Category=VLM Guard Model2026.020.6663—
GuardReasoner-VL 3BModel Category=VLM Guard Model2026.020.6634—
MD-Judge 7BModel Category=LLM Guard Model2026.020.647—
WildGuard 7BModel Category=LLM Guard Model2026.020.642—
Qwen3Guard-4B-GenSafeguard Type=Post-hoc2026.020.637—
Qwen3Guard-4B-StreamSafeguard Type=Streaming2026.020.637—
Qwen3Guard Gen 8BModel Category=LLM Guard Model, Detection Mode=loose2026.020.6348—
PolyGuard-Qwen 7BModel Category=LLM Guard Model2026.020.6344—
Qwen3Guard-0.6B-GenSafeguard Type=Post-hoc2026.020.634—
Qwen3Guard-8B-GenSafeguard Type=Post-hoc2026.020.632—
WildGuard-7BSafeguard Type=Post-hoc2026.020.629—
Qwen3Guard-8B-StreamSafeguard Type=Streaming2026.020.617—
Qwen3Guard-0.6B-StreamSafeguard Type=Streaming2026.020.611—
HarmBench LLaMA 13BModel Category=LLM Guard Model2026.020.6—
SCM-7BSafeguard Type=Streaming2026.020.598—
Aegis Guard Defensive 7BModel Category=LLM Guard Model2026.020.593—
NemoGuard-8BSafeguard Type=Post-hoc2026.020.565—
ShieldGemmaSize=9B, Reasoning=false2025.120.56—
Aegis Guard Permissive 7BModel Category=LLM Guard Model2026.020.559—
KelpSafeguard Type=Streaming2026.020.54—
HarmBench Mistral 7BModel Category=LLM Guard Model2026.020.524—
ShieldGemma-27BSafeguard Type=Post-hoc2026.020.511—
ShieldGemma 9BModel Category=LLM Guard Model2026.020.4707—
LLaMA Guard 3 8BModel Category=LLM Guard Model2026.020.4436—
LlamaGuard3-8BSafeguard Type=Post-hoc2026.020.441—
LLaMA Guard 4 12BModel Category=VLM Guard Model2026.020.4331—
ShieldGemma-9BSafeguard Type=Post-hoc2026.020.431—
LlamaGuard4-12BSafeguard Type=Post-hoc2026.020.415—
LlamaGuard3Backbone=Llama3.2-1B2026.04—83.3
LlamaGuard3Backbone=Llama3.1-8B2026.04—86.2
Qwen3GuardBackbone=Qwen3-0.6B2026.04—86.9
Qwen3GuardBackbone=Qwen3-4B2026.04—89.2
SIRENBackbone=Qwen3-0.6B2026.04—91.6
SIRENBackbone=Llama3.2-1B2026.04—92
SIRENBackbone=Qwen3-4B2026.04—93.2
SIRENBackbone=Llama3.1-8B2026.04—92.5