ComPhy (Compositional Physical Reasoning Dataset)

Introduced by Chen et al. in ComPhy: Compositional Physical Reasoning of Objects and Events from Videos

**Compositional Physical Reasoning is a dataset for understanding object-centric and relational physics properties hidden from visual appearances. For a given set of objects, the dataset includes few videos of them moving and interacting under different initial conditions. The model is evaluated based on its capability to unravel the compositional hidden properties, such as mass and charge, and use this knowledge to answer a set of questions posted on one of the videos.


Paper Code Results Date Stars

Dataset Loaders

No data loaders found. You can submit your data loader here.


Similar Datasets


  • Unknown