@article{realvlgr1alargescalerealworldvisuallangu, title = {RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation}, author = {Linfei Li and Lin Zhang and Ying Shen}, year = {2026}, eprint = {2603.14880}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.14880}, }