ISEF Topic Scoping 2027

A Reading of the Record数据解读

What the ISEF Record Says

从数据里读 ISEF

Five years, 77 countries, 6,755 finalist projects — read closely, with the two kinds of award kept apart.

五届、77 个国家与地区、6,755 个决赛项目——逐一细读,并把两类奖分开算。

Most numbers quoted about ISEF mix two different things: grand awards, judged by ISEF's own subject panels with every finalist competing on the same floor, and special awards, handed out by 45-plus outside organisations under their own rules. Over five years American finalists collected 931 special-award entries, and 504 of them — 54% — are US university scholarships or US government-agency prizes that an international student cannot claim. Put the two together and you are no longer comparing projects; you are comparing eligibility.

关于 ISEF 的数字,多数把两件不同的事混在一起:大奖由 ISEF 学科评委团评出,全体入围者同台竞争;专项奖由 45 家以上外部机构按各自规则颁发。五年里美国选手拿到 931 条专项奖,其中 504 条(54%)是美国大学奖学金或政府机构奖,国际学生拿不到。把两者合并计算,比的就不再是项目,而是资格。

So this page lets you switch the lens. Everything below recomputes when you do.

所以这一页把口径做成了可切换的。下面所有数字都会跟着变。

Award lens获奖口径

Scale规模

Outside the United States, who sends the most美国之外,谁送得最多

Bar length is five-year finalist projects; the darker segment is projects that won under the current lens. The United States is 25× the runner-up, so it sits on its own row above with its own scale.

横条为五年入围项目数,深色段是当前口径下获奖的项目。美国体量是第二名的 25 倍,单列在上方,用自己的标尺。

Did not win未获奖项目

The United States alone is 67.5% of all finalists. That is not a distribution of talent — it is a distribution of quota: 278 ISEF-affiliated fairs, each holding its own allocation.

美国一国占全球 67.5%。这不是实力分布,是赛区配额分布:278 个 ISEF 附属赛区,每个持有独立名额。

Rates & Uncertainty比率与不确定度

Grand-award rate, with confidence intervals大奖率排行与置信区间

The dot is the rate; the line is the Wilson 95% interval. Only countries with 40 or more projects in the award-eligible window are shown — below that the interval is too wide to rank.

点是比率,横线是 Wilson 95% 置信区间。只列评奖口径项目数 ≥40 的国家与地区——低于这个数,区间宽到无法排名。

Countries that send few finalists post high rates because of the funnel: Singapore sent 30 projects in five years — its strongest 30. The United States sent 4,558, covering everything from magnet schools to rural county fairs. Puerto Rico and Qatar are the exceptions that the funnel does not explain: both hold quota and convert very little of it.

送得少的国家比率高,是选拔漏斗造成的:新加坡五年只送 30 个项目,是全国最强的 30 个;美国送 4,558 个,覆盖从顶尖磁校到偏远县赛区的全谱系。波多黎各与卡塔尔是漏斗解释不了的例外——有配额,转化极低。

Eligibility资格

How much of a special award is US-bound专项奖里有多少是美国身份限定的

Bar length is total special-award entries; the darker segment is entries whose name contains University, Scholarship, Air Force and similar markers of US-only eligibility.

横条为专项奖条目总数,深色段是名称含 University/Scholarship/Air Force 等美国限定标记的条目。

This keyword test is an approximation, not an official classification — but it is enough to show why a combined rate flatters American finalists.

这个关键词判定是近似口径,不是官方分类——但足以说明合并口径为什么会偏向美国选手。

Stability稳定性

Headcounts barely move year to year各国人数逐年几乎不变

What changes is quota, not form. Vertical axis is zoomed to the range of variation.

变的是配额,不是状态。纵轴已放大到波动区间。

Mainland China is the most volatile of the major entrants: 35 projects in 2024, 5 in 2025, 27 in 2026. That year checks out as real — the 2025 corpus is complete and the country field has no gaps. The record cannot tell us why.

中国大陆是主要参赛方中波动最剧烈的:2024 年 35 项,2025 年 5 项,2026 年 27 项。该年数据经核为真实——当年语料完整,国家字段无缺失。原因语料无法回答。


Method口径

What these numbers do and do not cover这些数字覆盖什么,不覆盖什么

Source is the Society for Science ISEF Abstract Search, 2014–2026, snapshot 2026-08-16 — 17,565 project records, validation passing, no yearly gaps. Only finalists appear: nobody who competed at a regional or state fair without advancing is in here, so no "acceptance rate" can be computed from this page.

来源是 Society for Science 官方 ISEF 摘要库,2014–2026,快照 2026-08-16——17,565 条项目记录,校验通过,逐年无缺口。只含入围者:在地区赛或州赛止步的人不在其中,因此本页无法计算任何"录取率"。

Award rates everywhere exclude 2025. That year's abstract database carries no award text; only the grand-award press release could be recovered, so every special award is missing. Including it would depress every rate unevenly.

所有获奖率一律剔除 2025 年。该年摘要库无奖项文本,只能用大奖新闻稿补,专项奖全部缺失。计入会不均匀地压低所有比率。

There is no nationality field. Students are grouped by the country their fair sits in, so a Chinese citizen at an American high school counts as American. Small samples carry Wilson 95% intervals and a Fisher exact p-value rather than a bare rate.

语料没有国籍字段。学生按赛区所在国归类,因此在美高就读的中国籍学生计入美国。小样本一律给 Wilson 95% 区间与 Fisher 精确检验 p 值,不给裸比率。