When Low CER is Not Enough: An Analysis of Hallucinations in Vision-Language OCR Systems on Historical Uruguayan Documents

Research finds Vision-Language Models (VLMs) for OCR hallucinate on historical documents despite low character error rates (CER), challenging their suitability for archival transcription.