Beginner score
30/100
Competition workspace
适合两类开发者：一类能基于 supOS-CE 做工业数据接入、UNS 建模、仪表盘或工厂数字化应用的团队；另一类具备 C/C++、嵌入式/操作系统、机器人协同或边缘模型推理经验的开发者。个人和组织均可参赛，但需要能完成设计文档、可运行代码和演示环境。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
30/100
Learning value
60/100
Estimated effort
24-80 hours
Metric
Official scoring is published on the Op…
适合两类开发者：一类能基于 supOS-CE 做工业数据接入、UNS 建模、仪表盘或工厂数字化应用的团队；另一类具备 C/C++、嵌入式/操作系统、机器人协同或边缘模型推理经验的开发者。个人和组织均可参赛，但需要能完成设计文档、可运行代码和演示环境。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
supOS-CE 平台开发
工业物联网数据集成
C/C++17/20
TenonOS 微库架构
嵌入式系统与跨 OS 通信
技术文档与现场路演
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是实现功能，而是把方案做成可验证、可现场演示的工业系统：决赛必须提交可运行代码和演示环境。选择 TenonOS机器人方向时，还需自行设计多 OS 协同架构、选择实际场景并采集量化性能数据；获奖作品还要按要求开源。
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.
These competitions share a similar domain or difficulty level.
ModelScope
General MLModelScope
General MLKaggle
General MLKaggle
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 OpenAtom 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.