ShapeY: A Principled Framework for Measuring Shape Recognition Capacity via Nearest-Neighbor Matching
ShapeY is a new benchmarking system that tests how well object recognition systems understand 3D shape using nearest-neighbor matching. It uses a large database of 3D objects from various viewpoints and appearance changes to check if the system correctly clusters views of the same object based purely on shape similarity, providing detailed performance metrics.