A Hierarchy-Aware Video-Language Model Evaluation and Hyperbolic Baseline for Surgery
arXiv:2609.27139v1 Announce Type: new Abstract: Surgical procedures follow a phase-to-step hierarchy, yet the video-language models used to recognize them are evaluated with flat per-level metrics that ignore cross-level coherence and error structure. In this paper we make two contributions to addr…
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- 2026-09-24 04:00 · arXiv cs.CV
A Hierarchy-Aware Video-Language Model Evaluation and Hyperbolic Baseline for Surgery