Beginner score
55/100
Competition workspace
适合已有 PaddlePaddle 训练经验，并能处理视觉模型架构表示与多任务预测的开发者。参赛者需要以模型结构编码为输入，预测人脸、人体、车辆和商品等视觉任务上的模型排序；比赛仅支持个人参赛。
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…
适合已有 PaddlePaddle 训练经验，并能处理视觉模型架构表示与多任务预测的开发者。参赛者需要以模型结构编码为输入，预测人脸、人体、车辆和商品等视觉任务上的模型排序；比赛仅支持个人参赛。
There is a baseline you can run as-is — starting from it is usually far faster than building from scratch.
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.0+
Vision Transformer 架构编码
多任务学习
学习排序
Kendall tau 优化
JSON 文件处理
The real friction is usually not library usage. It is validation, time allocation, and task framing.
核心难点不是直接训练视觉识别模型，而是从有限的已评估子网样本中学习架构—性能关系，并为大量未见结构同时给出多个任务的整数排序。提交还必须严格按 JSON 格式填写各任务 rank，且最终排名以隐藏的 B 榜为准。
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.
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.