Home › Datasets › task › Person Re-Identification
Person Re-Identification datasets
archive 2025-07-2865 datasets carry the task tag "Person Re-Identification" (the task itself: Person Re-Identification), ordered by the archive's paper count. Page 1 of 2: 48 shown of 65. 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 50 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52
Person Re-Identification datasets 1–48 of 65
Market-1501 is a large-scale public benchmark dataset for person re-identification.
873 papers · 9 benchmarks
CUHK03 (Chinese University of Hong Kong Re-identification)
The CUHK03 consists of 14,097 images of 1,467 different identities, where 6 campus cameras were deployed for image collection and each identity is captured by 2 campus cameras.
419 papers · 8 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
VIPeR (Viewpoint Invariant Pedestrian Recognition)
The Viewpoint Invariant Pedestrian Recognition (VIPeR) dataset includes 632 people and two outdoor cameras under different viewpoints and light conditions.
134 papers · 0 benchmarks
CUHK-SYSU (CUHK-SYSU Person Search Dataset)
The CUKL-SYSY dataset is a large scale benchmark for person search, containing 18,184 images and 8,432 identities.
100 papers · 2 benchmarks
The SYSU-MM01 is a dataset collected for the Visible-Infrared Re-identification problem.
99 papers · 2 benchmarks
PRW (Person Re-identification in the Wild)
PRW is a large-scale dataset for end-to-end pedestrian detection and person recognition in raw video frames.
77 papers · 1 benchmark
RegDB (Dongguk Body-based Person Recognition Database (DBPerson-Recog-DB1))
RegDB is used for Visible-Infrared Re-ID which handles the cross-modality matching between the daytime visible and night-time infrared images.
69 papers · 2 benchmarks
Occluded REID is an occluded person dataset captured by mobile cameras, consisting of 2,000 images of 200 occluded persons (see Fig.
65 papers · 1 benchmark
ETH (ETH Pedestrian)
ETH is a dataset for pedestrian detection.
58 papers · 3 benchmarks
A novel large-scale corpus of manual annotations for the SoccerNet video dataset, along with open challenges to encourage more research in soccer understanding and broadcast production.
58 papers · 6 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
CityFlow is a city-scale traffic camera dataset consisting of more than 3 hours of synchronized HD videos from 40 cameras across 10 intersections, with the longest distance between two simultaneous cameras being 2.5 km.
47 papers · 1 benchmark
UAV-Human is a large dataset for human behavior understanding with UAVs.
47 papers · 5 benchmarks
RSTPReid (Real Scenario Text-based Person Re-identification)
RSTPReid contains 20505 images of 4,101 persons from 15 cameras.
45 papers · 2 benchmarks
Occluded-DukeMTMC contains 15,618 training images, 17,661 gallery images, and 2,210 occluded query images.
43 papers · 1 benchmark
This dataset consists of 33698 images from 221 identities.
41 papers · 2 benchmarks
Partial REID is a specially designed partial person reidentification dataset that includes 600 images from 60 people, with 5 full-body images and 5 occluded images per person.
41 papers · 1 benchmark
Veri-Wild is the largest vehicle re-identification dataset (as of CVPR 2019).
40 papers · 3 benchmarks
LTCC contains 17,119 person images of 152 identities, and each identity is captured by at least two cameras.
38 papers · 2 benchmarks
Market-1501-C is an evaluation set that consists of algorithmically generated corruptions applied to the Market-1501 test-set.
22 papers · 1 benchmark
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
PRID2011 (Person RE-ID 2011)
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
A novel dataset facilitating multimodal and Synergetic sociAL Scene Analysis.
18 papers · 1 benchmark
ICFG-PEDES (Identity-Centric and Fine-Grained Person Description Dataset)
One large-scale database for Text-to-Image Person Re-identification, i.e., Text-based Person Retrieval.
16 papers · 3 benchmarks
CCVID (Clothes-Changing Video person re-ID)
Clothes-Changing Video person re-ID (CCVID) is a dataset constructed from the raw data of a gait recognition dataset, i.e.
15 papers · 1 benchmark
SYSU-30k contains 30k categories of persons, which is about 20 times larger than CUHK03 (1.3k categories) and Market1501 (1.5k categories), and 30 times larger than ImageNet (1k categories).
15 papers · 2 benchmarks
Partial iLIDS is a dataset for occluded person person re-identification.
12 papers · 0 benchmarks
P-DukeMTMC-reID is a modified version based on DukeMTMC-reID dataset.
11 papers · 1 benchmark
CUHK03-C is an evaluation set that consists of algorithmically generated corruptions applied to the CUHK03 test-set.
9 papers · 1 benchmark
The Airport dataset is a dataset for person re-identification which consists of 39,902 images and 9,651 identities across six cameras.
8 papers · 0 benchmarks
LPW (Labeled Pedestrian in the Wild)
Labeled Pedestrian in the Wild (LPW) is a pedestrian detection dataset that contains 2,731 pedestrians in three different scenes where each annotated identity is captured by from 2 to 4 cameras.
8 papers · 0 benchmarks
LReID is a benchmark for lifelong person reidentification.
8 papers · 0 benchmarks
SenseReID is a person re-identification dataset for evaluating ReID models.
8 papers · 1 benchmark
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
iQIYI-VID dataset, which comprises video clips from iQIYI variety shows, films, and television dramas.
6 papers · 0 benchmarks
AG-ReID (Aerial-Ground Person Re-identification)
Person re-ID matches persons across multiple non-overlapping cameras.
5 papers · 1 benchmark
BTS3.1 (Expanding Accurate Person Recognition to New Altitudes and Ranges: The BRIAR Dataset)
Large, multimodal biometric dataset: It contains still images and videos of over 1,000 people captured at various ranges (up to 1,000 meters) and elevations (up to 400 meters) using a diverse set of cameras (commercial, military-grade,…
5 papers · 2 benchmarks
MSMT17-C is an evaluation set that consists of algorithmically generated corruptions applied to the MSMT17 test-set.
5 papers · 1 benchmark
The Market1501-Attributes dataset is built from the Market1501 dataset.
5 papers · 1 benchmark
Provides consistent ID annotations across multiple days, making it suitable for the extremely challenging problem of person search, i.e., where no clothing information can be reliably used.
5 papers · 0 benchmarks
This dataset contains 114 individuals including 1824 images captured from two disjoint camera views.
5 papers · 1 benchmark
The images in DukeMTMC-attribute dataset comes from Duke University.
4 papers · 1 benchmark
MEVID (Multi-view Extended Videos with Identities Dataset)
Multi-view Extended Videos with Identities dataset (MEVID) is a dataset for large-scale, video person re-identification (ReID) in the wild.
4 papers · 0 benchmarks
RegDB-C is an evaluation set that consists of algorithmically generated corruptions applied to the RegDB test-set (color images).
4 papers · 0 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.