A Multimodal Evaluation Pipeline for Mathematical Expression Recognition: Comparisons of Datasets, Metrics, and Models
A Multimodal Evaluation Pipeline for Mathematical Expression Recognition: Comparisons of Datasets, Metrics, and Models
François Wieckowiak,V. Eglin,2 Authors,Laetitia Rousseau
2025 · DOI: 10.1007/978-3-032-04627-7_7
IEEE International Conference on Document Analysis and Recognition · 1 Citations
TLDR
A proposed multimodal evaluation pipeline, PiE-MER, converts predicted LaTeX into MathML, Label Graphs, and normalized images, and proposes complementary metrics, including image-based Levenshtein, MathML-based scores, and graph evaluation.