Physon.3D · for world models & simulation

Physics-valid 3D scene generation

Given a partial 3D scene, Physon.3D predicts the next frames of temporal evolution — respecting spatial and temporal structure by construction. Categorical differentiation from an LSTM baseline that couldn't learn 3D temporal at all.

On our benchmark: ConvLSTM3D scored 0.0000 IoU · Physon.3D scored 0.3244 IoU. Built for world models, robotics simulation, procedural VFX, and physics-informed video generation.