IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding

IntPhys provides a well-designed benchmark for evaluting a system's understanding of a few core concepts about the physics of objects.

Occlusion resistant learning of intuitive physics from videos

Combines a compositional rendering network with a recurrent interaction network to learn dynamics in scenes with significant occlusion, but relies on ground-truth object positions and segmentations.