Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties. (arXiv:2306.15668v2 [cs.CV] UPDATED)

General physical scene understanding requires more than simply localizing and
recognizing objects -- it requires knowledge that objects can have different
latent properties (e.g., mass or elasticity), and that those properties affect
the outcome of physical events. While there has been great progress in physical
and video prediction models in recent years, benchmarks to test their
performance typically do not require an understanding that objects have
individual physical properties, or at best test only those properties that are
directly observable …

arxiv elasticity events general inference knowledge objects progress understanding