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  3. 【沙龙报名】和 Agent 一起做研究,是种什么体验?

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ModelScopeLLMAdvancedRegistration closedRegistration closed

【沙龙报名】和 Agent 一起做研究,是种什么体验?

Advanced practitioners with experience in machine learning. Requires strong technical foundations and comfort with complex ML pipelines.

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Suggested next step

Decide whether this contest fits your current stage before you sink time into the leaderboard.

Beginner score

23/100

Higher means a safer real starting point for your current stage.

Learning value

66/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

25-70 hours

Use this to check whether the task fits your current time budget.

Metric

Official scoring is published on the Mo…

If you cannot explain this metric clearly yet, you probably still need a bit of prep.

Who this competition fits

Advanced practitioners with experience in machine learning. Requires strong technical foundations and comfort with complex ML pipelines.

Official blurb (unedited)
欢迎高校硕博学生、青年教师、科研院所的研究者。如果你正在用 AI 辅助科研,或者好奇别人怎么把 Agent 真正嵌进课题里,来就对了。 Official category: meetup. Participants: 0. Organizers: 魔搭社区.

Prep before joining

If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.

Python

scikit-learn or similar ML library

data analysis with pandas

Where the real difficulty shows up

The real friction is usually not library usage. It is validation, time allocation, and task framing.

Requires solid machine learning fundamentals and good experimental methodology. The competitive landscape is strong, with many experienced teams.

Read this first

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 Habits

Your decision

Use these fields to make a quick decision before you dive deeper.

Status
Registration closed
Registration
Registration closed
Eligibility
Needs official confirmation
Reward
Prize not listed on the competition feed
Compute
CPU only
Official metric
Official scoring is published on the ModelScope competition page.
Verification
Source page verified

This competition is better treated as a comparison option inside your shortlist before you invest more time.

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Official source

Rules, files, submission details, and the live deadline still come from the official page.

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.

Source page verifiedMetric confirmedReviewed
Source published
Jun 2, 2026
Published on this site
Jul 21, 2026

Official metric is not published on the ModelScope competition listing; verify scoring on the competition page.