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ResearchFormerly WizWand

Harm Recognition on Facebook Hateful Memes

87.79F1 ScoreGPT-5.1
64.067670.226376.38582.5437Jun 22, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GPT-5.1Setting=Pixel-only2026.0687.79
Gemini3-ProSetting=Pixel-only2026.0687.22
GuardReasoner-VLSetting=Pixel-only2026.0686.75
SingGuard-8BSetting=Pixel-only2026.0685.71
SingGuard-4BSetting=Pixel-only2026.0685.04
SingGuard-2BSetting=Pixel-only2026.0684.73
LLaVAShieldSetting=Pixel-only2026.0684.6
Qwen3-VL-235BSetting=Pixel-only2026.0683.89
ShieldGemma-2Setting=Pixel-only2026.0682.09
Qwen3-VL-8BSetting=Pixel-only2026.0680.56
Qwen3-VL-4BSetting=Pixel-only2026.0679.59
SafeGuard-VL-RLSetting=Pixel-only2026.0676.7
LlamaGuard4Setting=Pixel-only2026.0667.43
LlavaGuardSetting=Pixel-only2026.0665.87
LlamaGuard3-VisionSetting=Pixel-only2026.0664.98