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Marina Gardella

Université Paris-Saclay, ENS Paris-Saclay, Centre Borelli

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Computer Vision (1)Eval Frameworks & Benchmarks (1)Multimodal Models (1)

Frequent co-authors

Camilo Mari{ñ}o (1)Diego Belzarena (1)Ignacio Ram{í}rez (1)Gregory Randall (1)Jean-Michel Morel (1)

Papers (1)

Jul 27, 2026

Jul 27, 2026·also Centre Borelli, Lingnan University, Universidad de la República

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

VLMs may outperform traditional OCR in accuracy, but they introduce critical semantic distortions that standard metrics fail to capture.

Marina Gardella, Camilo Mari{ñ}o, Diego Belzarena +3

Computer Vision Eval Frameworks & Benchmarks Multimodal Models