Adam Tupper

UltraBench 2: Towards Robust Evaluation of Vision Foundation Models on Ultrasound

This work introduces UltraBench 2, a comprehensive benchmark with wide anatomical and task coverage, and a focus on standardization, reproducibility, and ease-of-use, and demonstrates that ultrasound-specific pretraining still leads on classification, but that state-of-the-art general-purpose models have drawn level on...