Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation

Yiqing Shen, Hao Ding, Xinyuan Shao +1

Fully supervised deep learning (DL) models for surgical video segmentation have been shown to struggle with non-adversarial, real-world corruptions of image quality including smoke…