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ResearchFormerly WizWand

Prompt classification on Aegis

91.5F1 ScoreStage3-DPO
65.572.257985.75Jan 22, 2026Feb 18, 2026Mar 18, 2026Apr 15, 2026May 12, 2026Jun 9, 2026Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Stage3-DPOParams=4B2026.0791.5
Qwen3Guard-GenSize=8B2026.0791.4
Stage1-SFT-v0Params=4B2026.0791.3
Qwen3Guard-8B-GenParams=8B2026.0791.2
Stage1-SFT-v1Params=4B2026.0791
Qwen3Guard-GenSize=0.6B2026.0790.8
Qwen3Guard-GenSize=4B2026.0790.8
Qwen3Guard-0.8B-GenParams=0.8B2026.0790.6
Qwen3Guard-4B-GenParams=4B2026.0790.6
PolyGuard-QwenSize=7B2026.0790.3
Stage1-SFT-v3Params=4B2026.0790.2
NemotronReasoningModel Size=4B2026.0189.6
PolyGuardModel Size=7B2026.0189.6
YuFeng-XGuardModel Size=8B2026.0189.6
WildGuardSize=7B2026.0789.4
NExT-GuardSafeguard Type=Streaming2026.0288.9
Qwen3Guard-GenModel Size=8B, Evaluation protocol=strict2026.0188.7
NExT-Guard*Safeguard Type=Streaming2026.0288.5
YuFeng-XGuardModel Size=0.6B2026.0188.3
HaloGuard 1.0Size=4B2026.0788
Qwen3Guard-GenModel Size=0.6B, Evaluation protocol=strict2026.0187.9
WildGuard-7BSafeguard Type=Post-hoc2026.0287.9
WildGuardModel Size=7B2026.0187.6
Stage2-SFTParams=4B2026.0787.6
Stage1-SFT-v2Params=4B2026.0787.5
Qwen3Guard-GenModel Size=4B, Evaluation protocol=strict2026.0187.4
YuFeng-XGuard-Reason-0.6BParams=0.6B2026.0787
YuFeng-XGuard-Reason-8BParams=8B2026.0786.9
HaloGuard 1.0Size=0.8B2026.0786.7
Stage1-SFT-v4Params=4B2026.0785
GPT-OSS-SafeGuardModel Size=20B2026.0184.3
NemotronGuardV2Model Size=8B2026.0182.2
Qwen3Guard-GenModel Size=0.6B, Evaluation protocol=loose2026.0182.1
Qwen3Guard-GenModel Size=8B, Evaluation protocol=loose2026.0181.8
NemoGuardSize=8B2026.0781.4
Qwen3Guard-GenModel Size=4B, Evaluation protocol=loose2026.0181.2
NemoGuard-8BSafeguard Type=Post-hoc2026.0280.8
ShieldGemmaModel Size=9B2026.0179.8
Llama3GuardModel Size=8B2026.0177.8
Qwen3Guard-0.6B-StreamSafeguard Type=Streaming2026.0276.2
Qwen3Guard-0.6B-GenSafeguard Type=Post-hoc2026.0275.5
Qwen3Guard-8B-GenSafeguard Type=Post-hoc2026.0275
Qwen3Guard-4B-GenSafeguard Type=Post-hoc2026.0274.9
Qwen3Guard-8B-StreamSafeguard Type=Streaming2026.0274.9
Qwen3Guard-4B-StreamSafeguard Type=Streaming2026.0274.3
SCM-7BSafeguard Type=Streaming2026.0273.8
KelpSafeguard Type=Streaming2026.0273.5
Llama4GuardModel Size=12B2026.0172.2
LlamaGuard3-8BSafeguard Type=Post-hoc2026.0270.3
ShieldGemmaSize=27B2026.0769
ShieldGemma-9BSafeguard Type=Post-hoc2026.0268.9
ShieldGemma-27BSafeguard Type=Post-hoc2026.0268.1
LlamaGuard4Size=12B2026.0767.8
LlamaGuard4-12BSafeguard Type=Post-hoc2026.0266.5