Abstract: The mathematics curriculum standards have become a hot topic in the academic circles recently.Visual graphs can objectively reveal the research status and development trends of mathematical curriculum standards,and then provide reference for further research in this field.Using CiteSpace software, this paper makes a multidimensional analysis of relevant literature on CNKI database from 2001 to 2023, in terms of the number of publications, authors, institutions, research hotspots and research frontiers.Research has found that, the core authors are represented by Shi Ningzhong, Cao Yiming, and Kong Fanzhe;the research institutions are mainly led by normal universities;the research hotspots mainly focus on the consistency research of mathematics curriculum standards, the interpretation of Chinese mathematics curriculum standards, the comparative study of mathematics curriculum standards, and the implementation research of mathematics curriculum standards;the latest research frontier focuses on core competencies and consistency. Looking ahead,it is recommended to establish a domestic academic research community,strengthen international comparative research, deepen research on core competencies,and research on the consistency between new textbooks and curriculum standards.