Study Finds Co-Occurrence Priors Drive False Alarms in VLM Construction Hazard Detection

A new study examines why vision-language models frequently produce false alarms when detecting struck-by hazards on construction sites, finding that co-occurrence priors can override visual spatial evidence.

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1. 2026-11-04 05:00 · arXiv cs.CV
   Co-Occurrence Priors Override Visual Spatial Evidence: Understanding False Alarms in Vision-Language Models for Construction Struck-By Hazard Detection