STEM高难度题目数据集

本数据集是一套聚焦STEM核心学科的原创稀缺高难度题目集，整体难度对标学科奥林匹克竞赛、本科生高阶课程及博士前沿研究水平，旨在综合考察使用者的长程推理、模型构建与信息整合能力。
数据覆盖范围广泛，核心涵盖数学、物理、化学、生物四大STEM核心学科，每个学科均以高阶基础课程为依托，延伸至对应领域的前沿研究方向，形成完整的难度梯度与知识体系。数据规模充足，题目总量高达10万+，所有题目均为原创内容，稀缺性强，有效避免与常规题库重复。
数据内容具有鲜明的高阶性与专业性：物理学科以经典力学、量子力学等高阶课程为基础，涵盖固体物理、量子场论等前沿领域；数学学科聚焦实分析、抽象代数等核心内容，延伸至数论、拓扑学等现代数学方向；化学学科依托物理化学、有机化学等基础，覆盖量子化学、催化化学等前沿领域；生物学科以分子生物学、细胞生物学等为基础，涵盖系统生物学、计算生物学等现代生命科学方向，各学科均侧重综合能力的考察，而非基础知识点记忆。

This dataset is an original, scarce and high-difficulty question set focusing on core STEM disciplines. Its overall difficulty aligns with subject Olympiad competitions, advanced undergraduate courses and frontier doctoral-level research, and it is designed to comprehensively assess users' long-range reasoning, model construction and information integration capabilities.
The dataset has a wide coverage, corely covering four core STEM disciplines: mathematics, physics, chemistry and biology. Each discipline is based on advanced foundational courses, and extends to the frontier research directions of the corresponding field, forming a complete difficulty gradient and knowledge system. With a sufficient scale, the total number of questions exceeds 100,000. All questions are original content with strong scarcity, effectively avoiding duplication with conventional question banks.
The dataset has distinct high-level and professional features: For physics, it is based on advanced courses such as classical mechanics and quantum mechanics, covering frontier fields such as solid-state physics and quantum field theory; For mathematics, it focuses on core contents such as real analysis and abstract algebra, extending to modern mathematics directions such as number theory and topology; For chemistry, it is based on fundamentals including physical chemistry and organic chemistry, covering frontier fields such as quantum chemistry and catalytic chemistry; For biology, it is based on molecular biology, cell biology and other foundational contents, covering modern life science directions such as systems biology and computational biology. Each discipline focuses on the assessment of comprehensive abilities rather than the memorization of basic knowledge points.

搜集汇总

背景与挑战

背景概述

该数据集是一个包含超过10万道原创题目的高难度STEM题目集，覆盖数学、物理、化学和生物四大核心学科。题目难度对标学科奥林匹克竞赛、本科生高阶课程及博士前沿研究水平，旨在综合考察使用者的长程推理、模型构建与信息整合能力。