#benchmark dataset
29 papers · 1 filter
ASUMOT: Motion-Consistency-Based Asynchronous UAV Detection and Tracking with Event Cameras
Baofeng Jia, Xiaoyu Chen, Jingyuan Zhang +4
The paper introduces ASUMOT, an asynchronous UAV detection and tracking framework that operates directly on raw events from event cameras by grouping motion‑consistent event blobs,…
Towards Event-Robust Acoustic Scene Classification
Yiqiang Cai, Bohan Hu, Yu Yang +3
The paper presents the Event-Shifted Acoustic Scene (ESAS) dataset, a benchmark that adds foreground sound events to background scenes to test how well acoustic scene classificatio…
Towards Temporal Compositional Reasoning in Long-Form Sports Videos
Siyu Cao, Lu Zhang, Ruizhe Zeng +1
The paper introduces SportsTime, a large benchmark of long-form sports videos with detailed temporal evidence annotations, and proposes the Chain-of-Time Reasoning (CoTR) framework…
Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions
Avrile Floro, Tamara Dhorasoo, Soline Pellez +1
The paper introduces a benchmark for detecting implicit citations of the French Civil Code in court decisions and shows that cases where legal experts disagree are especially hard…
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA
Xinyue Chen, Pengyu Gao, Jiangjiang Song +1
HiQA is a framework for multi‑document question answering that uses hierarchical contextual augmentation and a multi‑route retrieval mechanism with cascading metadata to improve re…