Ancient Chinese artifact text recognition remains fundamentally unsolved despite advances in Vision-Language Models and OCR-specialist models

Extensive experiments on Ancient-Bench covering general Vision-Language Models (VLMs) and OCR-specialist models reveal that ancient Chinese artifact text recognition remains fundamentally unsolved, with persistent challenges in variant characters, specialized symbols, and hallucination.

http://arxiv.org/abs/2608.27169v1