BAAI-DataCube/Physics-aware-videos

该数据集是一个高质量的真实世界视频数据集，专注于物理现象，旨在从视频中学习和评估物理定律。主要涵盖以下经典物理过程：刚体运动/流体动力学、碰撞和反弹、爆炸和爆裂现象、烟雾、灰尘和粒子散射、重力和惯性（下落、滚动、加速等）。数据集通过视频检索结合多模态大模型自动过滤构建，确保高视觉质量和强物理可学习性。包含大量短时长、高运动强度、摄像机稳定的视频片段，适用于物理感知视频生成、视频世界模型和动力学建模、物理一致性评估和对齐训练等研究方向。

This dataset is a high-quality real-world video dataset focused on physical phenomena, designed for learning and evaluating physical laws from videos. It primarily covers classic physical processes such as rigid-body motion/fluid dynamics, collision and rebound, explosion and burst phenomena, smoke, dust, and particle scattering, gravity and inertia (falling, rolling, acceleration, etc.). The dataset is constructed via video retrieval combined with multimodal large-model–based automatic filtering, ensuring both high visual quality and strong physical learnability. It contains a large number of short-duration, high-motion-intensity, camera-stable video clips, suitable for research directions like physics-aware video generation, video world models and dynamics modeling, physical consistency evaluation, and alignment training.