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Person Re-Identification datasets

archive 2025-07-28

65 datasets carry the task tag "Person Re-Identification" (the task itself: Person Re-Identification), ordered by the archive's paper count. Page 2 of 2: 17 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 49–65 of 65

SYSU-MM01-C
SYSU-MM01-C is an evaluation set that consists of algorithmically generated corruptions applied to the SYSU-MM01 test-set.
ImagesPerson Re-IdentificationGeneralizable Person Re-identification
4 papers · 1 benchmark
eSports Sensors Dataset
The eSports Sensors dataset contains sensor data collected from 10 players in 22 matches in League of Legends.
BiomedicalTabularEnvironmentTime series6DReplay dataActionsTrackingEEGTime Series AnalysisPerson Re-IdentificationReal-Time Strategy GamesSkills AssessmentSkills EvaluationSensor Modeling+1 tasks
4 papers · 2 benchmarks
OpeReid
The OpeReid dataset is a person re-identification dataset that consists of 7,413 images of 200 persons.
ImagesPerson Re-IdentificationStochastic OptimizationMetric Learning
3 papers · 0 benchmarks
AG-ReID.v2 (Aerial-Ground Person Re-identification)
Aerial-ground person re-identification (Re-ID) presents unique challenges in computer vision, stemming from the distinct differences in viewpoints, poses, and resolutions between high-altitude aerial and ground-based cameras.
Person Re-Identification
2 papers · 1 benchmark
Market1203-Reid-Dataset
This dataset contains 1203 individuals captured from two disjoint camera views.
ImagesPerson Re-Identification
2 papers · 0 benchmarks
42Street
The 42Street dataset is based on a theater play as an example of such an application.
VideosPerson Re-Identification
1 paper · 0 benchmarks
CUHK01 (CUHK Person Re-identification)
This dataset contains 971 identities from two disjoint camera views.
ImagesPerson Re-Identification
1 paper · 0 benchmarks
Correlated Corrupted Dataset (CCD)
Correlated Corrupted Dataset is an evaluation set that consists of realistic visible-infrared (V-I) corruptions allowing for models' corruption robustness evaluation.
Person Re-IdentificationMultimodal Deep LearningInfrared And Visible Image Fusion
1 paper · 0 benchmarks
Dataset: Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience.
Collected data from two distinct experiments in immersive, interactive VR where participants performed dynamic tasks as their eye, head, and hand movements were recorded.
TabularTrackingPerson Re-IdentificationDe-identification
1 paper · 0 benchmarks
ENTIRe-ID
The growing importance of person re-identification in computer vision has highlighted the need for more extensive and diverse datasets.
Person Re-IdentificationGeneralizable Person Re-identificationSelf-Supervised Person Re-IdentificationLarge-Scale Person Re-IdentificationSemi-Supervised Person Re-IdentificationDomain Adaptive Person Re-Identification
1 paper · 1 benchmark
IUST_PersonReID
The IUSTPersonReID dataset was developed to address limitations in existing person re-identification datasets by including cultural and environmental contexts unique to Islamic countries, especially Iran and Iraq.
ImagesPerson Re-IdentificationGender Classification
1 paper · 1 benchmark
MVB (Multi View Baggage)
MVB (Multi View Baggage) is a dataset for baggage ReID task which has some essential differences from person ReID.
ImagesPerson Re-Identification
1 paper · 0 benchmarks
Occluded-PoseTrack-ReID (Occluded-PoseTrack Re-Identification)
We introduce Occluded PoseTrack-ReID (or simply Occ-PTrack), a new ReID dataset we built out of the annotation available with PoseTrack21, a popular video benchmark for multi-person pose tracking, that features keypoints and cross-video…
Person Re-IdentificationPose TrackingPerson Retrieval
1 paper · 1 benchmark
TVPReid (Text-to-Video Person Re-identification)
The TVPReid dataset contains 6559 pedestrian videos, each of which is annotated with two text descriptions, for a total of 13118 descriptions.
VideosTextsPerson Re-IdentificationPerson RetrievalVideo-Based Person Re-IdentificationText based Person SearchText-based Person Retrieval
1 paper · 0 benchmarks
ULI-RI (Unreal Labeled Images for Person Re-ID)
The ULI-RI dataset is generated using the Unreal Engine 4 to simulate various outdoor environments with 115 high-quality 3D human models.
ImagesPerson Re-Identification
1 paper · 0 benchmarks
Uncorrelated Corrupted Dataset (UCD)
Uncorrelated Corrupted Dataset is an evaluation set that consists of realistic visible-infrared (V-I) corruptions allowing for models' corruption robustness evaluation.
Person Re-IdentificationMultimodal Deep LearningInfrared And Visible Image Fusion
1 paper · 0 benchmarks
X-MARS
The X-MARS dataset proposes new splits for the MARS dataset, to allow for cross-evaluation with the Market-1501 dataset without training and test overlap between the two datasets.
ImagesPerson Re-Identification
1 paper · 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.