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HF Trending Papers

Show, Don't Tell: spatial reasoning in pixels

What's this about?

A benchmark arguing spatial intelligence should be evaluated by making models generate images — marking locations, regions, and paths in the scene — rather than describing space in text (35 upvotes).

What exactly is "spatial cognition"?

Understanding where things are relative to each other and how to move among them — reading a room, not just naming its contents. Text answers let models pattern-match; drawing the answer in pixels leaves nowhere to hide.

Why does it matter?

Agents that act in physical or on-screen worlds need real spatial grounding; a model that can say "the mug is left of the laptop" but can't point at it will misclick and mis-grasp.

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