Datasets › VATEX
VATEX (Video And TEXt)
VATEX is multilingual, large, linguistically complex, and diverse dataset in terms of both video and natural language descriptions. It has two tasks for video-and-language research: (1) Multilingual Video Captioning, aimed at describing a video in various languages with a compact unified captioning model, and (2) Video-guided Machine Translation, to translate a source language description into the target language using the video information as additional spatiotemporal context.
Source: https://arxiv.org/pdf/1904.03493.pdf Image Source: https://arxiv.org/pdf/1904.03493.pdf
Benchmarks archive 2025-07-28
All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Video Retrieval | VATEX | GRAM text-to-video R@1 87.7 | Gramian Multimodal Representation Learning and Alignment | ispamm/GRAM +1 | 13 | Compare |
| Video Captioning | VATEX | VALOR BLEU-4 45.6 | VALOR: Vision-Audio-Language Omni-Perception Pretraining... | TXH-mercury/VALOR | 10 | Compare |
| Zero-Shot Video Retrieval | VATEX | GRAM text-to-video R@1 83.9 | Gramian Multimodal Representation Learning and Alignment | ispamm/GRAM +1 | 5 | Compare |
Papers archive 2025-07-28
20 shown of 20 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 118. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- VATEX
1 variant name, as the archive lists them.
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