在常见的眼睛护理查询中,OpenAI的新o1模型能否超越其前身?
Krithi Pushpanathan1,2, Minjie Zou1,2, Sahana Srinivasan1,2
1Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Ophthalmology science
|April 28, 2025
概括
与ChatGPT-4相比,OpenAI的o1模型在眼睛护理查询中显示了更好的正确性和可读性,但性能与ChatGPT-4o相似. 虽然o1在某些领域表现出色,但其对眼部症状的完整性需要改进.
科学领域:
- 眼科医生 眼科 眼科
- 医疗保健中的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 人工智能模型的快速发展,如OpenAI的o1,为专业查询提供了增强的推理.
- 评估新人工智能模型在眼科等关键领域的性能至关重要.
- 之前的AI模型在回答眼科问题时显示了可变的性能.
研究的目的:
- 评估和比较OpenAI的o1,ChatGPT-4o和ChatGPT-4在回答眼科相关查询中的性能.
- 在眼科护理的背景下,根据正确性,完整性和可读性评估AI模型.
- 在解决特定的眼科子话题时确定o1的优点和弱点.
主要方法:
- 采用了横截面研究设计.
- 使用了16个具有挑战性的眼科查询 (近视,眼睛症状,视网膜疾病).
- 答案由三个蒙面眼科医生对正确性,完整性和可读性进行评估 (5 分级).
主要成果:
- 在正确性 (12.6) 和可读性 (14.2) 方面,OpenAI的o1获得了最高的分数,超过了ChatGPT-4.
- 在o1和ChatGPT-4o之间没有观察到显著的性能差异.
- 聊天GPT-4o在完整性方面领先 (12.4),o1得分为10.8;o1在眼部症状查询 (5.5/15) 中显示完整性的局限性.
结论:
- 在眼科查询中,OpenAI的o1显示出比ChatGPT-4更高的正确性和可读性,与ChatGPT-4o的性能保持一致.
- 尽管有营销声称,o1在眼睛护理查询中的整体表现与ChatGPT-4o相当.
- 对于 o1.1,需要进一步提高完整性,特别是在眼部症状等特定条件下.
关键词:
大型语言模型.近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近视近眼部的症状 眼部的症状开放AI o1 o1 的时间.视网膜条件 视网膜条件更多相关视频
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