MLLM Safety Evaluation on OOD-MMSafe Standard Mode 1.0 (test) benchmark leaderboard · SOTA2 Research

MLLM Safety Evaluation on OOD-MMSafe Standard Mode 1.0 (test)

1.35RAGemini-3-Pro

Evaluation Results

Method	Links
Gemini-3-Pro2026.03		1.35	29.7	1.31	30.8	1.79	0.7
GPT-5.12026.03		1.18	34.5	1.17	37.8	1.85	0.4
Gemini-3-Pro-Think2026.03		1.12	40.9	1.09	42.4	1.71	1.1
Qwen3VL-32B2026.03		0.88	51	0.82	55.6	1.7	2.9
Qwen3VL-8B2026.03		0.87	52.5	0.91	50.8	1.61	3.7
o4-Mini2026.03		0.82	52.5	0.87	53	1.54	0.2
Gemma-3-12B2026.03		0.81	53.6	0.69	60.7	1.61	1.5
Doubao-1.62026.03		0.69	61.5	0.67	64	1.58	2.9
Qwen3VL-4B2026.03		0.58	67.5	0.6	67.7	1.45	7.5
InternVL-3.5-38B2026.03		0.24	82.4	0.32	89.6	1.08	4.4
QwenVL2.5-7B2026.03		0.24	82.6	0.29	82.4	1.1	3.5
InternVL-3.5-8B2026.03		0.13	89.2	0.19	87.7	1	7
LLaVA-1.5-7B2026.03		0.09	92.3	0.15	89.7	0.86	16.5