Safety Classification

Benchmarks

Dataset Name	SOTA Method	Metric
AUTALIC (test)		F1 Score37.7	64	7d ago
HoliSafe-Bench	Qwen3-VL 8B	AUROC0.783	49	1mo ago
UnsafeBench	Gemma	AUROC80.5	49	1mo ago
SafeRLHF		F1 Score0.94	48	1mo ago
WildGuardMix (test)	OSS-Safeguard-20B-High	F1 Score95.3	47	2d ago
ToxicChat (test)	D2-TimeAttn	Accuracy97.3	43	7d ago
BeaverTails (test)		AUC94	24	1mo ago
AEGIS 2.0 (test)	DSA:LST	AUC94	24	1mo ago
OpenAI-moderation (test)	TPC	Accuracy74.88	23	7d ago
HoliSafe-Bench	Llama	ECE8.4	21	1mo ago
UnsafeBench	Llama	ECE0.061	21	1mo ago
Pre-Ex-Bench	TRACE	Accuracy94.01	20	1d ago
ASSEBench	TRACE	Accuracy92.04	20	1d ago
XSTest (test)	LEG large	F192.91	20	3mo ago
WildGuard (test)	TPC	F1 Score88.5	17	22h ago
XSTest	AprielGuard	F1 Score94	16	3mo ago
MultiJail	CREST-BASE	F1 Score0.9335	15	1mo ago
Wildguardmix	Apriel Guard	F1 Score76	15	3mo ago
HarmBench	IBM Granite Guardian 3.2	Recall100	14	3mo ago
AegisSafetyTest V2		F1 Score87	14	5d ago
AegisSafety V1 (test)		F1 Score92	14	3mo ago
ToxicChat		F1 Score0.81	14	3mo ago
XSTestResponse	AprielGuard	F1 Score0.96	14	3mo ago
Aya Redteaming	IBM Granite Guardian 3.1	Recall94	14	3mo ago
SimpleSafetyTests	IBM Granite Guardian 3.2	Recall100	14	3mo ago

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