Beginner score
78/100
Competition workspace
适合想用 PaddlePaddle 做端到端深度学习、并能处理英雄联盟对局统计表格数据的个人开发者。需要具备用 Python 将击杀、伤害、治疗和视野等玩家记录整理为胜负二分类输入的能力；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
78/100
Learning value
72/100
Estimated effort
4-12 hours
Metric
Official scoring is published on the Ba…
适合想用 PaddlePaddle 做端到端深度学习、并能处理英雄联盟对局统计表格数据的个人开发者。需要具备用 Python 将击杀、伤害、治疗和视野等玩家记录整理为胜负二分类输入的能力；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.
League of Legends dataset: 100MB, 8 million training and 20,000 test records
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.0+
二分类建模
表格数据特征工程
Python 数据处理
ZIP/CSV 提交文件制作
The real friction is usually not library usage. It is validation, time allocation, and task framing.
主要工作在于从大量玩家实时对局统计字段中挖掘与胜负有关的模式，并把模型输出整理为只含 win 字段的指定 ZIP/CSV 文件。模型必须用 PaddlePaddle 2.0 及以上版本训练，不能换用其他框架提交。
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.
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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.
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Time SeriesBaidu AI Studio
Time SeriesSeparate 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.