Cycle-of-Thought: Self-Evaluative Iterative Reasoning for Table Visual Question Answering in Document Images.

arXiv:2610.32423v1 Announce Type: cross Abstract: Recent advances in Vision-Language Models (VLMs) have significantly improved Visual Question Answering (VQA) performance, yet their reasoning over structured content such as tables remains inconsistent, often p