Beginner score
22/100
Competition workspace
适合已有 AI for Science 研究成果或行业应用原型的科研人员、企业团队、高校、创业团队及个人开发者。论文方向需要论文明确使用飞桨或其科学计算套件；应用方向需要能基于飞桨相关技术提交领域产品或案例 Demo。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
22/100
Learning value
58/100
Estimated effort
30-90 hours
Metric
Official scoring is published on the Ba…
适合已有 AI for Science 研究成果或行业应用原型的科研人员、企业团队、高校、创业团队及个人开发者。论文方向需要论文明确使用飞桨或其科学计算套件；应用方向需要能基于飞桨相关技术提交领域产品或案例 Demo。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 框架
PaddleScience／PaddleCFD／PaddleMaterials
科学计算建模
科研论文写作
项目方案 PPT 制作
产品 Demo 展示
The real friction is usually not library usage. It is validation, time allocation, and task framing.
核心难点不是单纯训练模型，而是拿出可评审的成熟成果：论文赛需提供全文、发表或投稿证明及研究介绍材料；应用赛需同时说明数据价值、技术落地、业务效益和行业影响，并展示产品 Demo。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
How to learn feature engineering, validation, and competition workflow without heavy hardware.
No GPU? Pick Competitions That Still Teach You Good HabitsUse these fields to make a quick decision before you dive deeper.
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Rules, files, submission details, and the live deadline still come from the official page.
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General MLSeparate 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.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.