Author name: Shaoyang Cui, Lingbei Meng

arXiv:2604.03701v1 Announce Type: new
Abstract: Video-based numerical reasoning provides a premier arena for testing whether Vision-Language Models (VLMs) truly “understand” real-world dynamics, as accurate numerical deduction necessitates a profound …