@article{the1stwinnerfor5thpvuwmevistextchallenge, title = {The 1st Winner for 5th PVUW MeViS-Text Challenge: Strong MLLMs Meet SAM3 for Referring Video Object Segmentation}, author = {Xusheng He and Canyang Wu and Jinrong Zhang and Weili Guan and Jianlong Wu and Liqiang Nie}, year = {2026}, eprint = {2604.00404}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.00404}, }