2026
3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models
ICML 2026oral
Current Large Language Models have achieved Olympiad-level logic, yet Vision-Language Models paradoxically falter on elementary spatial tasks like block counting. This capability mismatch reveals a critical "spatial intelligence gap," where models fail to construct coherent 3D mental representations…