region:us
VATEX is a large-scale multilingual video description dataset, which contains over 41,250 videos and 825,000 captions
in both English and Chinese. VATEX is characterized by the following major unique properties.
First, it contains both English and Chinese descriptions at scale, which can support many multilingual studies
that are constrained by monolingual datasets. Secondly, VATEX has a high number of clip-sentence pairs
with each video clip annotated with multiple unique sentences, and every caption is unique in
the whole corpus. Third, VATEX contains more comprehensive yet representative video content,
covering 600 human activities in total. Furthermore, both the English and Chinese corpora in
VATEX are lexically richer and thus allow more natural and diverse caption generation.
@InProceedings{Wang_2019_ICCV,
author = {Wang, Xin and Wu, Jiawei and Chen, Junkun and Li, Lei and Wang, Yuan-Fang and Wang, William Yang},
title = {VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {October},
year = {2019}
}
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