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Datasets/VATEX

VATEX

Video And TEXt

TextsVideosCC BY 4.0Introduced 2019-01-01

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

Video/text-to-video R@1Video/text-to-video R@5Video/text-to-video R@10Video/text-to-video R@50Video/text-to-video MedianRVideo/text-to-video MeanRVideo/video-to-text R@1Video/video-to-text R@10Video Captioning/BLEU-4Video Captioning/CIDErVideo Captioning/METEORVideo Captioning/ROUGE-LVideo Retrieval/text-to-video R@1Video Retrieval/text-to-video R@5Video Retrieval/text-to-video R@10Video Retrieval/text-to-video R@50Video Retrieval/text-to-video MedianRVideo Retrieval/text-to-video MeanRVideo Retrieval/video-to-text R@1Video Retrieval/video-to-text R@10Zero-Shot Video Retrieval/text-to-video R@1Zero-Shot Video Retrieval/text-to-video R@5Zero-Shot Video Retrieval/text-to-video R@10Zero-Shot Video Retrieval/video-to-text R@1Zero-Shot Video Retrieval/video-to-text R@5Zero-Shot Video Retrieval/video-to-text R@10

Related Benchmarks

VATEX Adverbs/Video/Acc-AVATEX Adverbs/Video/mAP MVATEX Adverbs/Video/mAP WVATEX Adverbs/Video Retrieval/Acc-AVATEX Adverbs/Video Retrieval/mAP MVATEX Adverbs/Video Retrieval/mAP WVATEX Adverbs/Video-Adverb Retrieval/Acc-AVATEX Adverbs/Video-Adverb Retrieval/mAP MVATEX Adverbs/Video-Adverb Retrieval/mAP W

Statistics

Papers
118
Benchmarks
26

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Tasks

VideoVideo CaptioningVideo RetrievalZero-Shot Video Retrieval