This paper is in the following e-collection/theme issue:

Viewpoints and Perspectives (619) Artificial Intelligence (2129) Applications of AI (287) Development and Evaluation of Research Methods, Instruments and Tools (744)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/70901, first published .
Beyond Benchmarks: Evaluating Generalist Medical Artificial Intelligence With Psychometrics

Beyond Benchmarks: Evaluating Generalist Medical Artificial Intelligence With Psychometrics

Beyond Benchmarks: Evaluating Generalist Medical Artificial Intelligence With Psychometrics

Authors of this article:

Luning Sun1 Author Orcid Image ;   Christopher Gibbons2 Author Orcid Image ;   José Hernández-Orallo3, 4 Author Orcid Image ;   Xiting Wang5 Author Orcid Image ;   Liming Jiang6 Author Orcid Image ;   David Stillwell1 Author Orcid Image ;   Fang Luo6 Author Orcid Image ;   Xing Xie7 Author Orcid Image
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Luning Sun   1 , PhD ;   Christopher Gibbons   2 , PhD ;   José Hernández-Orallo   3, 4 , PhD ;   Xiting Wang   5 , PhD ;   Liming Jiang   6 , MSc ;   David Stillwell   1 , PhD ;   Fang Luo   6 * , PhD ;   Xing Xie   7 * , PhD

1 The Psychometrics Centre, Cambridge Judge Business School, University of Cambridge, Cambridge, United Kingdom

2 Oracle Health, Austin, TX, United States

3 Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València, València, Spain

4 Valencian Graduate School and Research Network of AI, València, Spain

5 Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China

6 Faculty of Psychology, Beijing Normal University, Beijing, China

7 Microsoft Research Asia (China), Beijing, China

*these authors contributed equally

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