VisFactor benchmark shows frontier MLLMs reach at most 54% on human visual cognition subtests, failing on mental rotation, spatial relations, and figure-ground discrimination.
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Human Cognitive Benchmarks Reveal Foundational Visual Gaps in MLLMs
VisFactor benchmark shows frontier MLLMs reach at most 54% on human visual cognition subtests, failing on mental rotation, spatial relations, and figure-ground discrimination.