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Unsupervised Person Re-Identification datasets
archive 2025-07-28
11 datasets carry the task tag "Unsupervised Person Re-Identification" (the task itself: Unsupervised Person Re-Identification), ordered by the archive's paper count. Page 1 of 1: 11 shown of 11. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
Unsupervised Person Re-Identification datasets 1–11 of 11
Market-1501 is a large-scale public benchmark dataset for person re-identification.
873 papers · 9 benchmarks
The DukeMTMC-reID (Duke Multi-Tracking Multi-Camera ReIDentification) dataset is a subset of the DukeMTMC for image-based person re-ID.
344 papers · 7 benchmarks
MSMT17 (Multi Scene Multi Time dataset for person re-id)
MSMT17 is a multi-scene multi-time person re-identification dataset.
275 papers · 6 benchmarks
MARS (Motion Analysis and Re-identification Set)
MARS (Motion Analysis and Re-identification Set) is a large scale video based person reidentification dataset, an extension of the Market-1501 dataset.
181 papers · 2 benchmarks
The DukeMTMC-VideoReID (Duke Multi-Tracking Multi-Camera Video-based ReIDentification) dataset is a subset of the DukeMTMC for video-based person re-ID.
49 papers · 2 benchmarks
This dataset consists of 33698 images from 221 identities.
41 papers · 2 benchmarks
LTCC contains 17,119 person images of 152 identities, and each identity is captured by at least two cameras.
38 papers · 2 benchmarks
The iLIDS-VID dataset is a person re-identification dataset which involves 300 different pedestrians observed across two disjoint camera views in public open space.
20 papers · 2 benchmarks
PRID 2011 is a person reidentification dataset that provides multiple person trajectories recorded from two different static surveillance cameras, monitoring crosswalks and sidewalks.
19 papers · 2 benchmarks
Person re-identification (Reid) is now an active research topic for AI-based video surveillance applications such as specific person search, but the practical issue that the target person(s) may change clothes (clothes inconsistency…
19 papers · 2 benchmarks
The ClonedPerson dataset is a large-scale synthetic person re-identification dataset introduced in the paper "Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification" in CVPR 2022.
6 papers · 4 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.