# GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset

Source: [GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset](<https://www.sota2.com/research/paper/68fa71041e209131cea4e931>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-26T01:55:42.510Z

Authors: Ruibo Chen, Tianyi Xiong, Yihan Wu, Guodong Liu, Zhengmian Hu, Lichang Chen, Yanshuo Chen, Chenxi Liu, Heng Huang

Published: 2023-10-27T21:28:36.000Z

## Abstract

This technical report delves into the application of GPT-4 Vision (GPT-4V) in the nuanced realm of COVID-19 image classification, leveraging the transformative potential of in-context learning to enhance diagnostic processes.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/2310.18498>)

[PDF](<https://arxiv.org/pdf/2310.18498.pdf>)