@article{truthinthefewhighvaluedataselection, title = {Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning}, author = {Shenshen Li and Kaiyuan Deng and Lei Wang and Hao Yang and Chong Peng and Peng Yan and Fumin Shen and Heng Tao Shen and Xing Xu}, year = {2025}, eprint = {2506.04755}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.04755v1}, }