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Generalizable Person Re-identification datasets

archive 2025-07-28

11 datasets carry the task tag "Generalizable Person Re-identification" (the task itself: Generalizable 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

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 52Generalizable Person Re-identification 11

Generalizable Person Re-identification datasets 1–11 of 11

Market-1501
Market-1501 is a large-scale public benchmark dataset for person re-identification.
ImagesPerson Re-IdentificationUnsupervised Domain AdaptationUnsupervised Person Re-IdentificationPose TransferGeneralizable 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.
ImagesPerson Re-IdentificationFace Sketch SynthesisGeneralizable Person Re-identificationDefocus Blur DetectionDefocus Estimation
419 papers · 8 benchmarks
DukeMTMC-reID
The DukeMTMC-reID (Duke Multi-Tracking Multi-Camera ReIDentification) dataset is a subset of the DukeMTMC for image-based person re-ID.
ImagesPerson Re-IdentificationUnsupervised Person Re-IdentificationStyle TransferGeneralizable Person Re-identification
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.
VideosPerson Re-IdentificationUnsupervised Person Re-IdentificationGeneralizable Person Re-identification
275 papers · 6 benchmarks
Market-1501-C
Market-1501-C is an evaluation set that consists of algorithmically generated corruptions applied to the Market-1501 test-set.
ImagesPerson Re-IdentificationGeneralizable Person Re-identification
22 papers · 1 benchmark
CUHK03-C
CUHK03-C is an evaluation set that consists of algorithmically generated corruptions applied to the CUHK03 test-set.
ImagesPerson Re-IdentificationGeneralizable Person Re-identification
9 papers · 1 benchmark
ClonedPerson
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.
Person Re-IdentificationUnsupervised Domain AdaptationUnsupervised Person Re-IdentificationGeneralizable Person Re-identification
6 papers · 4 benchmarks
MSMT17-C
MSMT17-C is an evaluation set that consists of algorithmically generated corruptions applied to the MSMT17 test-set.
ImagesPerson Re-IdentificationGeneralizable Person Re-identification
5 papers · 1 benchmark
RegDB-C
RegDB-C is an evaluation set that consists of algorithmically generated corruptions applied to the RegDB test-set (color images).
ImagesPerson Re-IdentificationGeneralizable Person Re-identificationCross-Modal Person Re-Identification
4 papers · 0 benchmarks
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
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

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.