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SR-REAL reveals that combining linguistic deduction with 3D geometric reasoning can dramatically enhance spatial reasoning capabilities in VLMs.
SpatialClaw enables agents to dynamically compose and adapt their reasoning strategies, achieving a remarkable 11.2-point accuracy boost over traditional spatial agents.