Text · dataset · 2022
HuggingFaceM4/vatex
Listed in Hugging Face Datasets
VATEX is a large-scale multilingual video description dataset, which contains over 41,250 videos and 825,000 captions in both English and Chinese.
Description
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.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/HuggingFaceM4/vatex ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/HuggingFaceM4/vatex ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | HuggingFaceM4/vatex | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |