Seeing Fast and Slow: Bimodal 3D Scene Graphs for Open-set Tasks
BiMoSG introduces a bimodal approach to 3D scene graph generation for open-set tasks. It uses a fast, closed-vocabulary mode for efficient coarse representation and switches to a slow, open-vocabulary mode when needed for fine detail. This switching mechanism significantly improves speed over existing methods by only generating complex graphs when necessary.