Performance of Large Language Models and Top-Decile Doctors on an Undergraduate Ophthalmology Examination

The findings suggest that popular LLMs, particularly Claude Sonnet 4, have achieved a level of performance on par with high-performing doctors for a challenging ophthalmology examination. This study highlights the immense potential of LLMs as valuable educational tools in ophthalmology, while also underscoring the importance of their continued evaluation against rigorous clinical benchmarks and human oversight in practice.

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Publication Details

Journal
Cureus
Published
2025-11-24
DOI
https://doi.org/10.7759/cureus.97687
Primary Topic
Ophthalmology and Visual Health Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Performance of Large Language Models and Top-Decile Doctors on an Undergraduate Ophthalmology Examination

Olusegun Akinniranye, Oluwaseun Akinniranye
Cureus
Ophthalmology and Visual Health Research
article

Performance of Large Language Models and Top-Decile Doctors on an Undergraduate Ophthalmology Examination

Olusegun Akinniranye, Oluwaseun Akinniranye
article en

Abstract

The findings suggest that popular LLMs, particularly Claude Sonnet 4, have achieved a level of performance on par with high-performing doctors for a challenging ophthalmology examination. This study highlights the immense potential of LLMs as valuable educational tools in ophthalmology, while also underscoring the importance of their continued evaluation against rigorous clinical benchmarks and human oversight in practice.

CureusVol. 17(11)
Princess Alexandra Hospital NHS Trust (GB), Princess Alexandra Hospital (GB)
Openalex Percentile: Top 50%
Ophthalmology and Visual Health Research
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