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BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing

  • BlenderGym is the first comprehensive benchmark for vision-language models (VLM) in 3D graphics editing.
  • It evaluates VLM systems through code-based 3D reconstruction tasks.
  • BlenderGym reveals that even state-of-the-art VLM systems struggle with tasks that are relatively easy for human Blender users.
  • The study also explores how inference scaling techniques and distribution of inference compute impact VLM's performance on graphics editing tasks.

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