Can We Edit Multimodal Large Language Models?

arXiv:2310.08475v5 Announce Type: replace-cross
Abstract: In this paper, we focus on editing Multimodal Large Language Models (MLLMs). Compared to editing single-modal LLMs, multimodal model editing is more challenging, which demands a higher level of scrutiny and careful consideration in the editing process. To facilitate research in this area, we construct a new benchmark, dubbed MMEdit, for editing multimodal LLMs and establishing a suite of innovative metrics for evaluation. We conduct comprehensive experiments involving various model editing baselines and analyze the …

arxiv cs.ai cs.cl cs.cv cs.lg cs.mm edit language language models large language large language models multimodal type