SAVE FOCUS (Foreign Object Contextual Understanding for Safe Surgical AI) is the first challenge launched under the ORena framework. It establishes a new standard for evaluating surgical Vision–Language Models by benchmarking long-context understanding of full-length laparoscopic procedures - from single-frame perception to procedure-level reasoning.
The challenge addresses a critical patient safety problem: preventing retained surgical items during minimally invasive surgery. At the same time, it probes a key technical frontier — whether current VLMs can maintain accurate understanding across hours-long procedures.
