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Thinking with Visual Primitives

Thinking with Visual Primitives interleaves spatial markers into chain-of-thought reasoning to close the reference gap, achieving frontier-level visual QA with extreme token efficiency.

Ruijie Lu, Yiyang Ma, Xiaokang Chen, Lingxiao Luo and 4 more

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 5/10
strict 1/5