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Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests

Spatial-IQ hierarchically decomposes spatial reasoning into perceptual and cognitive sub-tasks, showing models use shortcuts and that hierarchical chain-of-thought training improves consistency and accuracy.

Patrick Rim, Tom Long, Ekta Prashnani, Ruth Rosenholtz and 5 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 16 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 3/5