DOSE: Data Selection for Multi-Modal LLMs via Off-the-Shelf Models

Biao Wu, Yiwu Zhong, Meng Fang +1

High-quality and diverse multimodal data are essential for improving vision-language models (VLMs), yet existing datasets often contain noisy, redundant, and poorly aligned samples…