Monocular polyp sizing models achieve moderate performance by exploiting examination behavior cues rather than true metric scales, with scale information and segmentation robustness acting as independent bottlenecks.
In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)
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Understanding Model Behavior in Monocular Polyp Sizing
Monocular polyp sizing models achieve moderate performance by exploiting examination behavior cues rather than true metric scales, with scale information and segmentation robustness acting as independent bottlenecks.