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Video Question Answering

  • SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events
    [Paper][Homepage]
    10,080 in-the-wild videos and annotated 62,535 QA pairs

  • R2VQ: Recipe-to-Video Questions
    [Paper][Homepage]

  • Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence (CVPR 2019)
    [Paper][Homepage]
    1,250 videos, 7500 questions, 30, 000 correct answers and 22,500 incorrect answers

  • TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering (CVPR 2017)
    [Paper][Homepage]
    165K QA pairs for the animated GIFs from the TGIF dataset

  • MovieQA: Story Understanding Benchmark (CVPR 2016)
    [Paper][Homepage]
    14,944 questions, 408 movies

  • MarioQA: Answering Questions by Watching Gameplay Videos (ICCV 2017)
    [Paper][Homepage]
    13 hours of gameplays, 187,757 examples with automatically generated QA pairs; 92,874 unique QA pairs and each video clip contains 11.3 events in average

  • TVQA: Localized, Compositional Video Question Answering (EMNLP 2018)
    [Paper][Homepage]
    152,545 QA pairs from 21,793 clips, spanning over 460 hours of video