ARC-AGI Geometric Taxonomy
Classification of all 400 evaluation tasks by geometric transformation category.
397 of 400 tasks (99.25%) fall in the SOVEREIGN zone (γ₁-distance ≤ 0.5).
Current top scores may measure depth within a narrow geometric family, not general abstract reasoning.
THE FINDING
"We present a geometric taxonomy of ARC-AGI evaluation tasks that reveals 397 of 400 tasks (99.25%)
concentrate in 6 of 18 abstract reasoning categories — dominated by
OBJECT-MOVE (173 tasks, 43%) and
COLOR-MAP (92 tasks, 23%).
Current top scores may be measuring depth within a narrow geometric family
rather than general abstract reasoning capability."
Data: EOSE Labs ARC Pool · 400 evaluation tasks · arc-loader.js · γ₁-distance classification
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