LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures

LMBuild evaluates LLM agents on the physical realizability of 3D structures rather than mere geometric fidelity. The benchmark assesses part decomposition, joint integration, material selection, and assembly sequencing. It provides a unified framework to measure how effectively agents transition from generating visual shapes to producing functional, buildable assemblies.