# Where Do Vision Language Models Fail at 3D Reasoning? > Source: > Published: 2026-11-03 12:30:16+00:00 Vision-language models can get individual judgments right while struggling to recover and consistently use the exact properties of a 3D object. To characterize this gap, we introduce BedBench, a controlled benchmark of thirteen procedurally generated tasks spanning individual judgments and composite