Point Tracking in Surgery-The 2024 Surgical Tattoos in Infrared (STIR) Challenge. - Adam Schmidt; Mert Asim Karaoglu; Soham Sinha; Mingang Jang; Ho-Gun Ha; Kyungmin Jung; Kyeongmo Gu; Ihsan Ullah 005; Hyunki Lee; Jonás Serých; Michal Neoral; Jirí Matas; et al. (CoRR, 2025)

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. - Tobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; et al. (CoRR, 2025)