Meta-Science

This systematization paper traces the history of OCSR, comparing early rule-based systems like OSRA with modern deep learning approaches like DECIMER. It highlights the shift from image classification to image captioning and identifies critical gaps in dataset standardization and evaluation metrics.

Reference framework for categorizing papers as Method, Theory, Resource, Systematization, Position, or Discovery contributions using a superposition model.