Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR

概要

arXiv:2504.11101v4 Announce Type: cross Abstract: Optical Character Recognition (OCR) is fundamental to Vision-Language Models (VLMs) and high-quality data generation for LLM training. Yet, despite progress in average OCR accuracy, state-of-the-art VLMs still struggle with detecting sample-level er…