UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition

arXiv:2404.15254v1 Announce Type: new
Abstract: This paper presents the UniMER dataset to provide the first study on Mathematical Expression Recognition (MER) towards complex real-world scenarios. The UniMER dataset consists of a large-scale training set UniMER-1M offering an unprecedented scale and diversity with one million training instances and a meticulously designed test set UniMER-Test that reflects a diverse range of formula distributions prevalent in real-world scenarios. Therefore, the UniMER dataset enables the training of a robust and high-accuracy MER model and …

arxiv cs.cv network recognition type universal world