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Prompt Classification on SEA-SafeguardBench English

98.9AUPRCSEA-Guard-12B
84.44488.19791.9595.703Feb 2, 2026

Evaluation results

MethodLinks
SEA-Guard-12Bevaluation_mode=zero-shot2026.0298.9
ShieldGemma 9Bevaluation_mode=zero-shot2026.0298.6
Qwen3Guard-Gen 8Bevaluation_mode=zero-shot2026.0298.5
SEA-Guard-8Bevaluation_mode=zero-shot2026.0298.5
SEA-Guard-4Bevaluation_mode=zero-shot2026.0298.4
ShieldGemma 27Bevaluation_mode=zero-shot2026.0297.9
Qwen3Guard-Gen 4Bevaluation_mode=zero-shot2026.0297.9
PolyGuard-Ministral 8Bevaluation_mode=zero-shot2026.0297.3
SEA-Guard-12Bevaluation_mode=zero-shot2026.0295.9
SEA-Guard-8Bevaluation_mode=zero-shot2026.0295.7
SEA-Guard-4Bevaluation_mode=zero-shot2026.0295.6
Qwen3Guard-Gen 8Bevaluation_mode=zero-shot2026.0294.8
Qwen3Guard-Gen 4Bevaluation_mode=zero-shot2026.0294.1
LlamaGuard-3 8Bevaluation_mode=zero-shot2026.0293.9
PolyGuard-Ministral 8Bevaluation_mode=zero-shot2026.0293.8
LlamaGuard-3 8Bevaluation_mode=zero-shot2026.0290.8
ShieldGemma 27Bevaluation_mode=zero-shot2026.0286
ShieldGemma 9Bevaluation_mode=zero-shot2026.0285