ROBO · 6 official subcategories6 个官方子类别
Robotics and Intelligent Machines
机器人与智能机器
Studies in which the use of machine intelligence is paramount to reducing the reliance on human intervention. For studies designed for artistic purpose please consider Technology Enhances the Arts (TECA).
研究以机器智能为核心、从而减少对人工干预依赖的系统。若研究以艺术表达为目的，请考虑投报“技术增强艺术”（TECA）类别。
373
finalist projects入围项目
5.5%
of all finalists占全部入围
31.6%
grand-award rate大奖率
7.9%
first-place or above一等奖及以上
Window 2022-2026. 479 students. 24% of projects are teams.统计窗口 2022-2026。479 人次。团队项目占 24%。
Official Subcategories官方子类别
What belongs in this category这个类别收什么
- BIE生物力学BiomechanicsStudies and apparatus which mimic the role of mechanics in biological systems.研究并制作模仿生物系统中力学作用的装置。
- COG认知系统Cognitive SystemsStudies/apparatus that operate similarly to the ways humans think and process information. Systems that provide for increased interaction of people and machines to more naturally extend and magnify human expertise, activity, and cognition.研究或制作运作方式类似人类思考与信息处理的系统与装置，通过增强人机交互，更自然地延伸和放大人的专业能力、活动与认知。
- CON控制理论Control TheoryStudies that explore the behavior of dynamical systems with inputs, and how their behavior is modified by feedback. This includes new theoretical results and the applications of new and established control methods, system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation.研究带输入的动力学系统的行为，以及反馈如何改变这些行为。包括新的理论成果、新旧控制方法的应用、系统建模与辨识与仿真、控制系统的分析与设计（含计算机辅助设计）以及工程实现。
- MAC机器学习Machine LearningStudy of intelligence-embodied constructs that can learn from data. Intended if the topic of research is on the function of machine learning; projects that use machine learning as a tool to interpret data should be placed in the category/sub-category of the data or results.研究能够从数据中学习的智能化构造。适用于研究主题本身就是机器学习机理的项目；若只是把机器学习当作解读数据的工具，则应投报数据或结果所属的类别与子类别。
- KIN机器人运动学Robot KinematicsThe study of movement in robotic systems.研究机器人系统中的运动问题。
- OTH其他OtherStudies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.无法归入上述任何子类别的研究。如果项目涉及多个子类别，应选择项目的主要子类别，而不是选择“其他”。
Judges are assigned by the subcategory you pick, so choose the primary one rather than "Other" where a project could sit in several. Source: Society for Science.评委是按你所选的子类别分配的，一个项目若能落入多个子类别，应选主要的那个，而不是「Other」。来源：Society for Science 官方。 Official page官方页面
Source discrepancy: The category page has added a routing sentence to Machine Learning — only projects about machine learning itself belong here. The all-categories summary page still carries the older one-line description.官方口径校勘：官网已为 Machine Learning 子类别添加分流说明（仅研究机器学习本身才投 ROBO），all-categories 汇总页仍为旧版一句话描述。
The Numbers数据
Scale, trend and award rate规模、趋势与获奖率
Finalists per year逐年入围项目
Grand-award rate vs all tracks大奖率与全赛道对照
31.6%, Wilson 95% 27%–37%. Grey line: all-track 30.3%.31.6%，Wilson 95% 区间 27%–37%。灰线为全赛道 30.3%。
Grand-award tiers大奖层级分布
| Top award顶级大奖 | 1 |
| First一等 | 23 |
| Second二等 | 21 |
| Third三等 | 24 |
| Fourth四等 | 27 |
Special-award rate 24.0%; combined 42.1%.专项奖率 24.0%；合并口径 42.1%。
These tier counts exclude 2025, whose award text is missing from the official database. The award-winning projects listed below do include 2025, recovered from the grand-award press release, so the two will not add up.层级分布剔除了 2025 年——该年官方库缺奖项文本。下方的获奖作品清单则包含 2025 年（从大奖新闻稿补回），因此两处数字不会相等。
The gap from the all-track rate of 30.3% is not statistically significant (Fisher exact p = 0.653).与全赛道 30.3% 的差距不具统计显著性（Fisher 精确检验 p = 0.653）。
Who Competes Here谁在这个赛道
Countries and schools国家与学校
Top countries and regions入围最多的国家与地区
| Country / region国家/地区 | Projects项目 | Grand rate大奖率 | Won/eligible获奖/评奖 |
|---|---|---|---|
| 美国 | 236 | 31.1% | 60/193 |
| 中国大陆 | 13 | 38.5% | 5/13 |
| 加拿大 | 9 | 66.7% | 6/9 |
| 韩国 | 8 | 25.0% | 2/8 |
| 中国澳门 | 7 | 20.0% | 1/5 |
| 印度 | 5 | 50.0% | 2/4 |
| 新加坡 | 5 | 50.0% | 2/4 |
| 加纳 | 5 | 0.0% | 0/3 |
| 保加利亚 | 4 | 25.0% | 1/4 |
| 沙特阿拉伯 | 4 | 33.3% | 1/3 |
| 波多黎各 | 4 | 0.0% | 0/3 |
| 哈萨克斯坦 | 4 | 0.0% | 0/3 |
China in this track中国在该赛道
| Region地区 | Projects项目 | Grand rate大奖率 | Won/eligible获奖/评奖 |
|---|---|---|---|
| 大陆 | 13 | 38.5% | 5/13 |
| 香港 | 2 | 0.0% | 0/2 |
| 澳门 | 7 | 20.0% | 1/5 |
| 台湾 | 2 | 0.0% | 0/1 |
Schools with the most finalists入围最多的学校
| School学校 | Projects项目 |
|---|---|
| Cranbrook Kingswood School | 6 |
| Minnetonka High School | 4 |
| Academies of Loudoun | 4 |
| duPont Manual High School | 4 |
| Raffles Institution | 4 |
| Ridgeview High School | 4 |
| Model High School of Mathematics "Akademik Kiril Popov" | 3 |
| Shanghai Foreign Language School Affiliated to SISU | 3 |
| Independence High School | 3 |
| Culver Academies | 3 |
Rates on fewer than roughly 40 eligible projects carry wide intervals — read them as magnitude, not ranking.评奖口径项目数不足约 40 的比率，置信区间很宽，只能当量级看，不能用于排名。
Award-Winning Projects获奖作品
First place and above, plus recent seconds一等奖及以上，附近两届二等奖
Titles as recorded in the official abstract database. Student names are not shown.标题按官方摘要库原文。不显示学生姓名。
Top award顶级大奖1
- 2022马来西亚Soft Origami-Inspired 3D Print-In-Place Artificial Intelligence RobotsSekolah Menengah Kebangsaan Katholik · 2 students 人 · 1 special awards 项专项奖
First award一等奖25
- 2026中国大陆An Ellipsoidal Remote Wireless Robot for Wetland Ecological MonitoringShanghai Foreign Language School Affiliated to SISU
- 2026美国Decoding Light: Physics-Aware Self-Supervised AI for Low-Cost High-Fidelity Hyperspectral ImagingCranbrook Kingswood School · 1 special awards 项专项奖
- 2026美国Design and Development of an Autonomous Wildfire Suppression Firefighting RobotPacific Collegiate School
- 2025澳大利亚Cuddle and Comfort Chimp: An Innovative Soft Robotic Sleep AidBarker College
- 2025美国MyoAssist: An Innovative AI-Based, User-Driven Exoskeletal Assistive Control System for Individuals With Movement DisabilitiesYorktown High School
- 2024斯洛伐克Effective Robotic Swarm Controller Applied to Autonomous Swarm Assembly of Modular Flexible Production LinesStredna Priemyselna Skola · 2 special awards 项专项奖
- 2024新加坡State Space Models Are All You NeedHwa Chong Institution / National Junior College · 2 students 人 · 3 special awards 项专项奖
- 2024泰国VannameiVision: A Novel End-to-End Pipeline for Stock Quality Assessment With a Case Study in Shrimp Post-larvae Screening From Robust Data Acquisition to Autonomous Segmentation and Systematic Characterization of Count, Size, and VitalityPrincess Chulabhon Science High School Pathumthani · 2 students 人
- 2024美国SCOMAE: Diagnosing Tuberculosis From Cough Acoustics Using Supervised COntrastive Masked AutoEncodersAcalanes High School / The Taft School · 2 students 人
- 2024美国Scents and Sensibility: Investigating the Influence of Visual Cues on Olfactory Perception of Humans and Building an AI-based Electronic Nose to Compare the TwoAnand Homeschool Academy · 2 special awards 项专项奖
- 2024加拿大Rapid Screening for Major Skin Cancers with M-SCAHN: Multimodal Hierarchical CNN-Transformer Hybrid Networks with Advanced Interpretability, Lesion Evolution Tracking, Trait Identification, and Color Constancy for Improved Generalization in Diverse PopulationsOakville Trafalgar High School
- 2023美国An Autonomous Over-the-Board Chess Solution for Players in Isolated ConditionsSaint John's School · 3 students 人
- 2023美国A Dexterous Gripper for Complex and Delicate TasksCharles R. Drew Charter School
- 2023美国A Differentially-Geared, Omnidirectional Robotics Platform With Autonomous Jerk-Limited NavigationHigh Technical High North County · 2 students 人
- 2023美国A Fully Autonomous Heterogeneous Drone Swarm for Collaborative Target PursuitCarbondale Community High School · 1 special awards 项专项奖
- 2023美国VisiAide: A Multifaceted Self-Learning AI Assistant for the Visually Impaired Using a Novel Context-Based ApproachVines High School
- 2023美国Developing a Precision Rocket Landing Algorithm Using Convolutional Neural Networks and Model Predictive Control AlgorithmsActon Boxborough Regional High School · 1 special awards 项专项奖
- 2023澳大利亚Transmission-Line Assessment and Review System (TARS): An AI and Robotics Enabled Drone for the Inspection and Maintenance of High Voltage Transmission LinesNorthern Beaches Secondary College Manly Campus · 1 special awards 项专项奖
- 2023美国A Low Cost and Effective Robot: A Four-Wheeled Omnidirectional Robot Equipped With a Multitude of Sensors in Addition to Machine Vision to Successfully Introduce Students to Robotics Through RoboCupWest Windor-Plainsboro High School South
- 2023美国NeuroMotus: An Intelligent Exoskeleton System to Improve Cerebral Palsy Patient Mobility Using Brain Computer InterfaceJesuit High School
- 2022美国An Eco-Friendly Deep Learning Tool for Disrupting Insect Mating Behavior of Diaphorina citri Supporting the Mitigation of Unwarranted Pesticide Usage in Citrus Greening ControlJames Rickards High School · 2 special awards 项专项奖
- 2022美国Search and Rescue System Using Omni-Orientation Mapping RobotGwinnett School of Mathematics, Science, and Technology
- 2022美国PathFinder: Novel Inverse Kinematical Path Tracking for Autonomous Vehicles Using Pure Pursuit and Bezier CurvesPoway High School · 2 special awards 项专项奖
- 2022美国Using Subpixel Interpolation and Deep Learning Convolution Models To Compress Domain-Specific Audio WaveformsSunset High School
- 2022美国Neuron-Specific Dropout: A Deterministic Regularization Technique To Prevent Neural Networks From Overfitting and Reduce Dependence on Large Training SamplesPerry High School · 3 special awards 项专项奖
Second award二等奖8 (2025–2026 only)（仅列 2025–2026）
- 2026日本Autonomous Underwater Vehicle (AUV) for Real-Time 3D Microplastic Concentration and Toxicity Mapping via Deep Learning and Integrated MicroscopyThe American School In Japan · 2 special awards 项专项奖
- 2026埃及FlexiGripperEl Shaheed Eid Fathy School · 2 special awards 项专项奖
- 2026美国NeuroGait: A Low-Cost, Mind-Controlled Pneumatic Exoskeleton With CNN-Based Control for Individuals With Lower-Limb Mobility Impairments Using Brain Computer InterfaceBethpage High School · 2 special awards 项专项奖
- 2026新加坡Keep Your Data Close, but Your Failures Closer: Failure-Driven Adversarial Self-Evolution of Language ModelsRaffles Institution · 2 students 人
- 2025美国FallPoint: Fall Detection With 4D mmWave Radar Using PointNet and a Recurrent Neural NetworkUniversity High School
- 2025新加坡Great Minds Think Alike, Great Models Think All at Once: MAESTRO, A Unified Framework for Video-Audio Understanding & ReasoningRaffles Institution · 2 students 人
- 2025美国Utilizing Multi-Agent Reinforcement Learning With Encoder-Decoder Architecture Agents to Identify Optimal Resection Location in GBM PatientsEastlake High School
- 2025越南TalkiEVBot - An Educational Support Robot for Children With Speech DisordersLe Quy Don High School for the Gifted · 2 students 人
See all 373 projects in this track as a content map →把这个赛道的 373 个项目看成一张内容地图 →
15 candidate topics for Robotics and Intelligent Machines →机器人与智能机器 的 15 条候选课题 →
All 22 tracks →返回全部 22 个赛道 →
Full data analysis →完整数据分析 →