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**Instruction Following**: Whether the layout satisfies the semantic spatial relationships described in the instruction · 2025 · arXiv 0528.8151

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cs.CV 1

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2026 1

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UNVERDICTED 1

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R$^3$L: Reasoning 3D Layouts from Relative Spatial Relations

cs.CV · 2026-05-07 · unverdicted · novelty 5.0 · 2 refs

R³L improves reliability of 3D layout generation from relative spatial relations by breaking error-accumulating reference-frame chains and enforcing self-consistency in an imagine-and-revise process.

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  • R$^3$L: Reasoning 3D Layouts from Relative Spatial Relations cs.CV · 2026-05-07 · unverdicted · none · ref 12 · 2 links

    R³L improves reliability of 3D layout generation from relative spatial relations by breaking error-accumulating reference-frame chains and enforcing self-consistency in an imagine-and-revise process.