STARE is a 4K-task benchmark showing multimodal LLMs perform near random chance on multi-step spatial simulation tasks such as cube net folding and tangrams, despite strong 2D transformation results.
Mental rotation of three-dimensional objects.Science, 171 (3972):701–703, 1971
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Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
STARE is a 4K-task benchmark showing multimodal LLMs perform near random chance on multi-step spatial simulation tasks such as cube net folding and tangrams, despite strong 2D transformation results.