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One Year On: Assessing Progress of Multimodal Large Language Model Performance on RSNA 2024 Case of the Day Questions

Benjamin Hou, Pritam Mukherjee, Vivek Batheja, Kenneth C. Wang, Ronald M. Summers, Zhiyong Lu

2025Radiology9 citationsDOIOpen Access PDF

Abstract

Multimodal large language models have significantly improved in assessing RSNA Case of the Day Questions over the past year, with OpenAI’s latest models outperforming those from Google and Meta; notably, OpenAI o1 had an accuracy comparable to expert radiologists.

Topics & Concepts

MedicineMedical physicsTopic ModelingNatural Language Processing TechniquesSpeech Recognition and Synthesis