PhysX-CoT turns single-image 3D asset generation into an explicit, ordered, supervised chain of physical states, beating an output-centric VLM baseline on geometry and physical attributes.
SimuScene: Training and benchmarking code generation to simulate physical scenarios.arXiv preprint arXiv:2602.10840, 2026
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PhysX-CoT: Structured Physical Reasoning from a Single Image to Simulation-Ready 3D Assets
PhysX-CoT turns single-image 3D asset generation into an explicit, ordered, supervised chain of physical states, beating an output-centric VLM baseline on geometry and physical attributes.