Is it Really Negative? Evaluating Natural Language Video Localization Performance on Multiple Reliable Videos Pool

arXiv:2309.16701v2 Announce Type: replace
Abstract: With the explosion of multimedia content in recent years, Video Corpus Moment Retrieval (VCMR), which aims to detect a video moment that matches a given natural language query from multiple videos, has become a critical problem. However, existing VCMR studies have a significant limitation since they have regarded all videos not paired with a specific query as negative, neglecting the possibility of including false negatives when constructing the negative video set. In this paper, we …

abstract arxiv become cs.ai cs.cl cs.cv however language localization multimedia multiple natural natural language natural language query negative performance pool query retrieval studies type video videos