{"url":"/dataset/tvqa-1","name":"TVQA+","full_name":null,"description_markdown":"TVQA+ contains 310.8K bounding boxes, linking depicted objects to visual concepts in questions and answers.\r\n\r\nSource: [TVQA+: Spatio-Temporal Grounding for Video Question Answering](https://arxiv.org/pdf/1904.11574v2.pdf)\r\nImage Source: [https://github.com/jayleicn/TVQAplus](https://github.com/jayleicn/TVQAplus)","description_withheld":null,"homepage":"https://github.com/jayleicn/TVQAplus","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/tvqa-spatio-temporal-grounding-for-video","title":"TVQA+: Spatio-Temporal Grounding for Video Question Answering","first_author":"Jie Lei","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Zero-Shot Learning","url":"/task/zero-shot-learning","datasets_with_task":"/datasets/task/zero-shot-learning"},{"name":"Visual Question Answering (VQA)","url":"/task/visual-question-answering","datasets_with_task":"/datasets/task/visual-question-answering"},{"name":"Video Question Answering","url":"/task/video-question-answering","datasets_with_task":"/datasets/task/video-question-answering"},{"name":"Zero-Shot Video Question Answer","url":"/task/zeroshot-video-question-answer","datasets_with_task":"/datasets/task/zeroshot-video-question-answer"}],"languages":[],"variants":["TVQA","TVQA+"],"data_loaders":[{"repo":"https://github.com/jayleicn/TVQAplus","url":"https://github.com/jayleicn/TVQAplus","frameworks":["pytorch"]}],"num_papers_in_archive":60,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}