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Datasets/LSMDC

LSMDC

Large Scale Movie Description Challenge

AudioTextsVideosCustomIntroduced 2015-01-01

This dataset contains 118,081 short video clips extracted from 202 movies. Each video has a caption, either extracted from the movie script or from transcribed DVS (descriptive video services) for the visually impaired. The validation set contains 7408 clips and evaluation is performed on a test set of 1000 videos from movies disjoint from the training and val sets.

Source: Use What You Have: Video Retrieval Using Representations From Collaborative Experts Image Source: https://sites.google.com/site/describingmovies/

Benchmarks

Video/text-to-video R@1Video/text-to-video R@5Video/text-to-video R@10Video/text-to-video Median RankVideo/text-to-video Mean RankVideo/video-to-text R@1Video/video-to-text R@10Video/video-to-text R@5Video/video-to-text Median RankVideo/video-to-text Mean RankVideo Retrieval/text-to-video R@1Video Retrieval/text-to-video R@5Video Retrieval/text-to-video R@10Video Retrieval/text-to-video Median RankVideo Retrieval/text-to-video Mean RankVideo Retrieval/video-to-text R@1Video Retrieval/video-to-text R@10Video Retrieval/video-to-text R@5Video Retrieval/video-to-text Median RankVideo Retrieval/video-to-text Mean RankZero-Shot Learning/AccuracyZero-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/text-to-video Median RankZero-Shot Video Retrieval/text-to-video Mean RankZero-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

LSMDC-E/Data-to-Text Generation/BLEU-1LSMDC-E/Data-to-Text Generation/BLEU-2LSMDC-E/Data-to-Text Generation/BLEU-3LSMDC-E/Data-to-Text Generation/BLEU-4LSMDC-E/Data-to-Text Generation/CIDErLSMDC-E/Data-to-Text Generation/METEORLSMDC-E/Data-to-Text Generation/ROUGE-LLSMDC-E/Story Generation/BLEU-1LSMDC-E/Story Generation/BLEU-2LSMDC-E/Story Generation/BLEU-3LSMDC-E/Story Generation/BLEU-4LSMDC-E/Story Generation/CIDErLSMDC-E/Story Generation/METEORLSMDC-E/Story Generation/ROUGE-LLSMDC-E/Text Generation/BLEU-1LSMDC-E/Text Generation/BLEU-2LSMDC-E/Text Generation/BLEU-3LSMDC-E/Text Generation/BLEU-4LSMDC-E/Text Generation/CIDErLSMDC-E/Text Generation/METEORLSMDC-E/Text Generation/ROUGE-LLSMDC-E/Visual Storytelling/BLEU-1LSMDC-E/Visual Storytelling/BLEU-2LSMDC-E/Visual Storytelling/BLEU-3LSMDC-E/Visual Storytelling/BLEU-4LSMDC-E/Visual Storytelling/CIDErLSMDC-E/Visual Storytelling/METEORLSMDC-E/Visual Storytelling/ROUGE-LLSMDC-FiB/Video Question Answering/AccuracyLSMDC-MC/Video Question Answering/Accuracy

Statistics

Papers
126
Benchmarks
29

Links

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Tasks

Fill MaskVideoVideo RetrievalZero-Shot LearningZero-Shot Video Retrieval