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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Hong-Sheng Li

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Preprint Oct 2026

BlenderWorld: Benchmarking Visual Agents for 3D Creation from Real-World References

Recent advances in multimodal large language models (MLLMs) have enabled them to act as autonomous agents, creating and editing 3D models via code or direct software manipulation. In practical workflows, these models must infer object shapes, materials, spatial layouts, and lighting from diverse references while strict...

Xinyu Fang, Yu-Chi Wang, Wei-Hao Yu et al. · 0 citations
#computer vision Preprint Oct 2026

RefCraft: Benchmarking Visual-Reference-Conditioned Agentic Generation through Web Development

Beyond basic tool use and coding skills, effectively incorporating visual references into agentic generation is equally essential for applying AI agents to real-world productivity tasks. We study this crucial capability through webpage development, a practical and readily evaluable setting in which existing benchmarks...

Yu-Chi Wang, Rongyao Fang, Wei-Hao Yu et al. · 0 citations

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