DataProphet: Demystifying Supervision Data Generalization in Multimodal LLMs

Xuan Qi, Luxi He, Dan Roth +1

Conventional wisdom for selecting supervision data for multimodal large language models (MLLMs) is to prioritize datasets that appear similar to the target benchmark, such as text-…