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Jailbreak Attack on Safety Evaluation Benchmark Harmful Categories

0ASR (IA)FigStep

Evaluation results

Method	Links
FigStep2025.12		0	1.2	8	1.62	12	1.5	8	1.92	6	1.28	16	1.88	34	2.48	12	1.7
MM-safetybench2025.12		0	1	0	1.1	20	1.9	14	1.6	4	1.2	12	1.72	16	1.7	9.43	1.47
MM-safetybench2025.12		2	1.12	24	2.1	38	2.6	42	2.7	32	2.3	54	3.34	26	2.12	31.14	2.33
MM-safetybench2025.12		2	1.1	16	1.8	36	2.6	28	2.2	10	1.6	48	3.34	10	1.52	21.43	2.01
FigStep2025.12		4	1.24	4	1.48	2	1.1	2	1.18	16	1.72	36	2.92	12	1.64	10.86	1.62
FigStep2025.12		6	1.52	4	1.52	0	1	0	1.18	4	1.56	44	3.34	16	1.88	10.57	1.71
FigStep2025.12		8	1.58	2	1.44	10	1.7	0	1.3	6	1.54	48	3.3	16	1.92	12.86	1.86
HADES2025.12		12	1.8	10	1.68	24	2.2	16	1.8	2	1.2	2	1.2	20	2	12.29	1.68
MM-safetybench2025.12		20	1.26	20	2.14	40	2.77	50	3.08	36	2.62	56	3.68	22	1.98	34.86	2.5
HADES2025.12		24	2.08	24	2.14	18	1.9	20	1.98	26	2.5	22	1.96	26	2.1	22.86	2.1
HADES2025.12		36	2.6	22	1.96	28	1.9	34	2.7	28	2.54	28	2.34	28	2.14	29.14	2.31
PRISM2025.12		38	3.1	40	3.1	46	3.5	50	3.5	38	3.2	28	2.8	52	3.8	41.71	3.32
PRISM2025.12		42	3.48	38	3.2	42	3.56	60	4.14	32	3.18	22	2.78	52	3.64	41.14	3.43
HADES2025.12		50	3.2	18	2.04	40	3.1	22	2.1	24	2.28	24	2.5	28	2.28	29.43	2.5
VRSA2025.12		52	3.62	46	3.3	58	3.7	56	3.52	52	3.48	42	3.28	60	3.84	52.29	3.53
PRISM2025.12		60	4	44	3.6	56	3.9	64	4	48	3.4	32	3.2	56	3.8	51.43	3.74
VRSA2025.12		64	3.74	54	3.8	58	3.74	54	3.5	60	3.72	62	3.92	68	3.9	60	3.76
VRSA2025.12		66	3.94	60	3.86	56	3.6	62	3.76	56	3.76	64	4.06	64	3.72	61.14	3.81
PRISM2025.12		66	3.9	44	3.5	54	3.8	68	3.9	54	3.7	18	2.5	52	3.4	50.86	3.53
VRSA2025.12		68	4.1	52	3.58	68	4	62	3.8	58	3.54	62	3.94	68	3.96	62.57	3.82