automated metrics 1benchmark 1instruction following 1spatio-temporal reasoning 1video generation evaluation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
UltraSAM3: A Concept-Driven Foundation Model for Universal Ultrasound Image Segmentation
Bo Xu, Quanhao Zhu, Rui Lin +5
Ultrasound imaging has become increasingly widespread in clinical practice due to its portability, low cost and real-time capability, making ultrasound image segmentation important…
cs.CV2026
VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation
Songyu Xu, Xin Wang, Qiang Chen +6
The paper introduces VGIF-Score, an automated and interpretable framework that evaluates how well video generation models follow long, compositional instructions by parsing prompts…