From Hallucination to Grounding: Diagnosing Visual Spatial Intelligence via CRISP

Zhixing Li, Yinan Yu

Current VLM evaluations often conflate language priors with genuine spatial reasoning. To address this, we introduce CRISP, a novel structural-diagnostic evaluation paradigm that a…