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Video-Based Person Re-Identification datasets

archive 2025-07-28

8 datasets carry the task tag "Video-Based Person Re-Identification" (the task itself: Video-Based Person Re-Identification), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. 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

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 52Video-Based Person Re-Identification 8

Video-Based Person Re-Identification datasets 1–8 of 8

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.
VideosPerson Re-IdentificationUnsupervised Person Re-IdentificationVideo-Based Person Re-Identification
181 papers · 2 benchmarks
DukeMTMC-VideoReID
The DukeMTMC-VideoReID (Duke Multi-Tracking Multi-Camera Video-based ReIDentification) dataset is a subset of the DukeMTMC for video-based person re-ID.
Person Re-IdentificationUnsupervised Person Re-IdentificationVideo-Based Person Re-Identification
49 papers · 2 benchmarks
iLIDS-VID
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.
ImagesVideosPerson Re-IdentificationUnsupervised Person Re-IdentificationVideo-Based Person Re-Identification
20 papers · 2 benchmarks
Airport
The Airport dataset is a dataset for person re-identification which consists of 39,902 images and 9,651 identities across six cameras.
ImagesPerson Re-IdentificationMetric LearningVideo-Based Person Re-Identification
8 papers · 0 benchmarks
P-DESTRE
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.
Person Re-IdentificationPerson SearchVideo-Based Person Re-Identification
5 papers · 0 benchmarks
AG-VPReID (AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification)
The largest aerial-ground video dataset with 6,632 identities, 32,321 tracklets, and 9.6 million frames Multiple platforms combining aerial drones (at various altitudes: 15m, 30m, 80m, 120m), CCTV cameras, and wearable cameras Rich…
Video-Based Person Re-Identification
1 paper · 0 benchmarks
MARS-DL
MARS dataset processed with our re-Detect and Link (DL) module.
ImagesVideo-Based Person Re-Identification
1 paper · 0 benchmarks
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

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.