@article{betterstrongerfastertacklingthetrilemmai, title = {Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction}, author = {Jiazhen Liu and Mingkuan Feng and Long Chen}, year = {2025}, eprint = {2512.00395}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.00395}, }