{"url":"/dataset/tvpreid","name":"TVPReid","full_name":"Text-to-Video Person Re-identification","description_markdown":"The TVPReid dataset contains 6559 pedestrian videos, each of which is annotated with two text descriptions, for a total of 13118 descriptions. The sentence descriptions are in a natural language style and contain rich details about the pedestrian's appearance, actions, and environmental elements that the pedestrian interacts with. The average sentence length of the TVPReid dataset is 30 words, and the longest sentence contains 83 words.","description_withheld":null,"homepage":"https://github.com/NjtechCVLab/TVPReid-Dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":{"name":"MIT","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Person Re-Identification","url":"/task/person-re-identification","datasets_with_task":"/datasets/task/person-re-identification"},{"name":"Person Retrieval","url":"/task/person-retrieval","datasets_with_task":"/datasets/task/person-retrieval"},{"name":"Cross-Modal Person Re-Identification","url":null,"datasets_with_task":"/datasets/task/cross-modal-person-re-identification"},{"name":"Video-Based Person Re-Identification","url":"/task/video-based-person-re-identification","datasets_with_task":"/datasets/task/video-based-person-re-identification"},{"name":"Text based Person Search","url":"/task/text-based-person-search","datasets_with_task":"/datasets/task/text-based-person-search"},{"name":"Text-based Person Retrieval","url":"/task/text-based-person-retrieval","datasets_with_task":"/datasets/task/text-based-person-retrieval"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["TVPReid"],"data_loaders":[],"num_papers_in_archive":1,"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."}