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  3. 千言数据集:视频看点抽取

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Baidu AI StudioComputer VisionIntermediateRegistration unverifiedRegistration unverified

千言数据集:视频看点抽取

适合做过视频理解或多模态内容分析、能够结合视频标题与带时间戳的OCR字幕进行文本生成的人。也适合熟悉结构化预测输出、能按指定JSONL格式整理每个视频看点及起始位置的参赛者。

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Suggested next step

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

Beginner score

55/100

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

Learning value

58/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

10-30 hours

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

Metric

Official scoring is published on the Ba…

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

Who this competition fits

适合做过视频理解或多模态内容分析、能够结合视频标题与带时间戳的OCR字幕进行文本生成的人。也适合熟悉结构化预测输出、能按指定JSONL格式整理每个视频看点及起始位置的参赛者。

Official blurb (unedited)
本任务会给出视频、视频标题、视频字幕,要求参赛选手基于提供的信息提取出视频的所有看点,并给出所有看点的起始时间和看点摘要。 Official tags: 自然语言处理. Sign-ups: 186.

What this competition gives you

Taken from the competition's official page.

Data

Videos, video titles, and OCR-extracted subtitles

Baseline

Baseline model for reference and improvement

Support channel

Technical discussion group for participant communication

Mentoring

Organiser staff provide regular group Q&A

Prep before joining

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

视频内容理解

OCR字幕处理

时间序列定位

文本摘要生成

JSONL文件生成

ROUGE评测

Where the real difficulty shows up

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

难点在于同时完成“找全并定位看点”和“为每个看点写出合适摘要”:起始位置与摘要分别评测,且字幕时间以帧数给出、需要对应到视频时间。提交还必须严格保持测试集URL顺序,并将同一视频的看点按出现先后排序。

Read this first

This guide is the best pre-read if you want a cleaner start instead of trial-and-error.

A pre-flight checklist for image competitions when you only have free cloud GPU access.

Your First CV Baseline Checklist

Your decision

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

Status
Registration unverified
Registration
Registration unverified
Eligibility
Needs official confirmation
Reward
千言定制大礼包
Compute
Free GPU OK
Official metric
Official scoring is published on the Baidu AI Studio competition page.
Verification
Source page verified

Registration is unverified; confirm availability on the official page before investing.

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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
Published on this site
Jul 21, 2026

Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.