Beginner score
55/100
Competition workspace
适合已有中文大模型应用开发经验，并能处理医疗音视频、文本及结构化知识的团队。参赛者需要能用文心大模型4.5开源系列完成微调，并在百度飞桨AI Studio星河社区完成开发与提交。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
55/100
Learning value
58/100
Estimated effort
10-30 hours
Metric
Official scoring is published on the Ba…
适合已有中文大模型应用开发经验，并能处理医疗音视频、文本及结构化知识的团队。参赛者需要能用文心大模型4.5开源系列完成微调，并在百度飞桨AI Studio星河社区完成开发与提交。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
医疗音视频语音转录
信息抽取与文本清洗
医疗QA数据集构建
文心大模型4.5微调
Agent应用开发
Gradio或Streamlit
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是训练模型，而是必须完成从原始医疗音视频的转录、抽取、清洗和标注，到结构化医疗QA数据集，再到可交互Agent Demo的全链路交付。最终还需同时准备数据处理流程和技术方案文档，并接受自动评测与现场答辩。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.