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。
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。
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。
Four Regions四个地区
Mainland, Taiwan, Macau, Hong Kong大陆、台湾、澳门、香港
The dot is the rate; the line is the Wilson 95% interval. Hong Kong and Macau each have only around twenty projects, so their intervals run from single digits to the forties — wide enough that ranking them would be meaningless.
点是比率,横线是 Wilson 95% 置信区间。香港与澳门各只有二十余个项目,区间从个位数横跨到四十几——宽到排名毫无意义。
Quota配额
Only the mainland moves只有大陆在波动
Taiwan has sent exactly twelve projects every year for five years. Macau and Hong Kong are equally flat. These are stable affiliated-fair allocations.
台湾五年每年整整 12 项。澳门与香港同样平直。这些是稳定的附属赛区配额。
Inside the Mainland大陆内部
Shanghai and Beijing differ threefold上海与北京差三倍
City assigned from the school name. Bar length is projects; the darker segment is grand awards.
按学校名归属城市。横条为项目数,深色段为大奖项目。
Shanghai versus Beijing: Fisher exact test p = 0.0012. Of the mainland's eight first-place-or-above awards in five years, seven come from Shanghai schools; Beijing's 38 projects produced none. The record cannot explain why, and we will not guess — selection mechanism, mentoring resources and project type are all plausible and none is measurable here.
上海对北京,Fisher 精确检验 p = 0.0012。大陆五年 8 个一等及以上奖项,7 个来自上海的学校;北京 38 个项目零一等奖。原因语料无法解释,我们也不猜——赛区选拔机制、指导资源、项目类型都说得通,但在这份记录里都不可测。
Tracks赛道
Where China crowds in, and where it is absent中国扎堆在哪,缺席在哪
China's share of each track against the American share, sorted by ratio. Technology Enhances the Arts was only created in 2024, so its share uses a 2024–2026 denominator; Systems Software was renamed Software Design in 2026 and the two are merged.
中国合计与美国的赛道占比对照,按倍数排序。技术增强艺术 2024 年才设立,占比用 2024–2026 做分母;系统软件 2026 年改名软件设计,两者已合并。
Schools & Projects学校与项目
111 schools, 254 projects111 所学校,254 个项目
The Structural Fact结构性事实
Quota goes to fairs, not to states名额发给赛区,不发给州
The rulebook is explicit: each affiliated fair may send the number of projects written into its own affiliation agreement. Society for Science sets that number from four factors — students at the fair, schools represented, high-school population of the territory served, and estimated participation in feeder fairs. The agreements are not public.
规则手册写得很明确:每个附属赛区可送出的项目数,写在它与 Society for Science 单独签的协议里。该数字由四项因子决定——赛区参赛学生数、参赛学校数、所辖区域高中生人口、下游 feeder 赛区参与人数估算。协议不公开。
Median allocation is two projects. Sixty fairs hold exactly one. The two largest — Long Island and Westchester, both in New York — hold twenty each, more than most states hold in total.
名额中位数是 2 个。60 个赛区只有 1 个。最大的两个是纽约长岛与威彻斯特,各 20 个,比大多数州的全州名额还多。
By State按州
Finalists and awards by state各州入围与获奖
Bar length is five-year finalist projects; the darker segment is projects that won under the current lens.
横条为五年入围项目数,深色段是当前口径下获奖的项目。
Switch the lens and Arizona moves: first in the country on the combined rate at 66.3%, but 27.6% on grand awards alone — below Florida. Seventy-two of its eighty-three special-award entries are scholarships from the two big Arizona universities. On grand awards the real leader is California.
切换口径,亚利桑那会动:合并口径 66.3% 全美第一,只算大奖 27.6%,低于佛罗里达。它 83 条专项奖里 72 条是本州两所大学的奖学金。大奖口径下真正的第一是加利福尼亚。
Fair Directory赛区名录
283 affiliated fairs, 2023 season283 个附属赛区,2023 赛季
Allocation per fair, cross-checked against the official finalist record: 38 of 49 states match exactly, 45 within one, and the totals differ by 0.56%.
各赛区名额,与官方入围记录交叉验证:49 个州中 38 个完全一致,45 个差值不超过 1,合计相差 0.56%。
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。