SpatialChain: A Benchmark for Auditing Spatial Reasoning Faithfulness in VLMs.

arXiv:2610.06413v1 Announce Type: cross Abstract: Thinking-enabled vision-language models (VLMs) report ever-higher accuracy on spatial benchmarks, yet final-answer scores cannot reveal whether a correct prediction reflects faithful spatial reasoning or a ling