#artificial intelligence
Apr 2026
Does Unification Come at a Cost? Uni-SafeBench: A Safety Benchmark for Unified Multimodal Large Models
It is found that the original safety alignment of the underlying LLM is not consistently preserved in current unified models, and open-source UMLMs exhibit much lower safety performance than multimodal large models specialized for either generation or understanding tasks, particularly on the generation side.
Zi Peng, Yongxiu Xu, Qinyi Zhang et al.
· arXiv.org · 0 citations