# MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation

Published: 2026-07-13 · Updated: 2026-07-13 · Category: Benchmark

Source page: https://www.sipply.dev/story/medrealmm-a-real-world-multimodal-benchmark-for-chinese-1b8ddd29 · 中文: https://www.sipply.dev/zh/story/medrealmm-a-real-world-multimodal-benchmark-for-chinese-1b8ddd29

## Summary

Researchers have unveiled MedRealMM, a pioneering benchmark designed to assess multimodal online medical consultations specifically within the Chinese healthcare context. This benchmark comprises 5,620 de-identified interactions between patients and doctors, emphasizing the significance of integrating image data alongside textual information in clinical evaluations. By focusing on real-world scenarios, MedRealMM aims to enhance the understanding of how various modalities contribute to effective medical consultations.

## Key takeaways

- MedRealMM is a new benchmark for evaluating multimodal online medical consultations in China.
- The benchmark includes a substantial dataset of 5,620 de-identified patient-doctor interactions.
- It highlights the importance of image information in improving clinical performance.

## Why it matters

The introduction of MedRealMM is significant as it provides a structured way to evaluate and improve online medical consultations, which are becoming increasingly prevalent. This benchmark could lead to better healthcare outcomes through enhanced understanding of multimodal interactions.

- **Product managers:** For product managers, MedRealMM represents an opportunity to develop and refine healthcare applications that leverage multimodal data, potentially leading to more effective patient engagement and improved clinical decision-making.
- **Developers:** Developers can utilize the MedRealMM benchmark to create and test algorithms that integrate various data types, such as text and images, which is crucial for building advanced AI solutions in the healthcare sector.
- **Students and job seekers:** Students and job-seekers in AI and healthcare fields can benefit from understanding the implications of multimodal data in medical consultations, as this knowledge is increasingly relevant in the evolving landscape of digital health technologies.

## Sources

- [MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation](https://arxiv.org/abs/2607.09142) (arXiv cs.AI, 2026-07-13)

## 中文

### MedRealMM：针对中国在线医疗咨询的真实世界多模态基准

研究人员推出了MedRealMM，这是一个开创性的基准，旨在评估中国医疗环境中的多模态在线医疗咨询。该基准包含5620个去标识化的患者与医生之间的互动，强调在临床评估中整合图像数据与文本信息的重要性。通过关注真实场景，MedRealMM旨在增强对各种模态如何促进有效医疗咨询的理解。

**要点：**

- MedRealMM是评估中国多模态在线医疗咨询的新基准。
- 该基准包含5620个去标识化的患者-医生互动数据集。
- 它强调图像信息在提高临床表现中的重要性。

**为什么重要：** MedRealMM的推出具有重要意义，因为它提供了一种结构化的方法来评估和改善在线医疗咨询，这种咨询方式正变得越来越普遍。该基准可能通过增强对多模态互动的理解而导致更好的医疗结果。

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