ResearchBenchmarksObject Detection on Laparoscopic inguinal hernia repair videos (5-fold cross-validation)Object Detection on Laparoscopic inguinal hernia repair videos (5-fold cross-validation)Follow26.2mAPYOLOv2623.70424.3522525.648Jun 13, 2026Evaluation resultsMethodMethodLinksmAPmAP@50YOLOv262026.0626.259.2GSPPrior Strength (λ)=3Prior Strength (λ)=32026.0625.664.8DETR2026.0625.361.5DAB-DETR2026.0623.859.3