2 papers
cs.CV2026
KPM-Bench: A Kinematic Parsing Motion Benchmark for Fine-grained Motion-centric Video Understanding
Boda Lin, Yongjie Zhu, Xiaocheng Gong +2
Despite recent advancements, video captioning models still face significant limitations in accurately describing fine-grained motion details and suffer from severe hallucination is…
cs.CV2026
Analytic Score Optimization for Multi Dimension Video Quality Assessment
Boda Lin, Yongjie Zhu, Wenyu Qin +2
Video Quality Assessment (VQA) is evolving beyond single-number mean opinion score toward richer, multi-faceted evaluations of video content. In this paper, we present a large-scal…