Beginner score
55/100
Competition workspace
适合做过图像描述、视觉语言模型或中文文本生成的参赛者，且能在 PaddlePaddle 框架中调整图像编码器、图文连接器或进行 LLM 微调。个人可参赛，也可组建不超过 5 人的团队；需要使用实名认证的 AI Studio 账号完成报名。
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…
适合做过图像描述、视觉语言模型或中文文本生成的参赛者，且能在 PaddlePaddle 框架中调整图像编码器、图文连接器或进行 LLM 微调。个人可参赛，也可组建不超过 5 人的团队；需要使用实名认证的 AI Studio 账号完成报名。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.5
多模态图像描述模型
中文文本生成
Base64图像数据处理
模型推理加速
Linux脚本与依赖打包
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是生成细粒度中文广告图片描述，还要同时控制推理耗时：总评估同时看描述效果和单样本推理时间。模型必须在指定 PaddlePaddle 框架内实现，不能改动 LLM 的网络结构，并需将权重、源码和可执行推理脚本打包后在离线评测环境中复现。
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.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.