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Virtual Try-on datasets

archive 2025-07-28

11 datasets carry the task tag "Virtual Try-on" (the task itself: Virtual Try-on), 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 52Virtual Try-on 11

Virtual Try-on datasets 1–11 of 11

DeepFashion
DeepFashion is a dataset containing around 800K diverse fashion images with their rich annotations (46 categories, 1,000 descriptive attributes, bounding boxes and landmark information) ranging from well-posed product images to…
ImagesImage RetrievalImage-to-Image TranslationVirtual Try-onPose TransferUnsupervised Human Pose EstimationText-to-3D-Human Generation
397 papers · 5 benchmarks
Fashion IQ
Fashion IQ support and advance research on interactive fashion image retrieval.
Image RetrievalImage Retrieval with Multi-Modal QueryComposed Image Retrieval (CoIR)Zero-Shot Composed Image Retrieval (ZS-CIR)Virtual Try-on
102 papers · 6 benchmarks
VITON (VITON-Zalando Dataset)
VITON was a dataset for virtual try-on of clothing items.
ImagesVirtual Try-on
92 papers · 1 benchmark
VITON-HD (High-Resolution VITON-Zalando Dataset)
VITON-HD dataset is a dataset for high-resolution (i.e., 1024x768) virtual try-on of clothing items.
ImagesVirtual Try-onVirtual Try-Off
84 papers · 2 benchmarks
People Snapshot Dataset
Enables detailed human body model reconstruction in clothing from a single monocular RGB video without requiring a pre scanned template or manually clicked points.
Image-to-Image Translation3D ReconstructionVirtual Try-on
36 papers · 0 benchmarks
Dress Code
Dress Code is a new dataset for image-based virtual try-on composed of image pairs coming from different catalogs of YOOX NET-A-PORTER.
ImagesTextsVirtual Try-on
32 papers · 1 benchmark
Deep Fashion3D
A novel benchmark and dataset for the evaluation of image-based garment reconstruction systems.
3D Human Pose EstimationVirtual Try-on
31 papers · 0 benchmarks
MoVi (Large Multipurpose Motion and Video Dataset)
Contains 60 female and 30 male actors performing a collection of 20 predefined everyday actions and sports movements, and one self-chosen movement.
ImagesPose EstimationActivity Recognition3D Human Pose Estimation3D Human ReconstructionVirtual Try-on3D Human Shape Estimation+1 tasks
12 papers · 1 benchmark
MPV (Multi-Pose Virtual try on)
Consists of 37,723/14,360 person/clothes images, with the resolution of 256x192.
ImagesVirtual Try-on
4 papers · 1 benchmark
StreetTryOn
StreetTryOn, the new in-the-wild Virtual Try-On dataset, consists of 12,364 and 2,089 street person images for training and validation, respectively.
ImagesVirtual Try-onVirtual Try-on (Shop2Street)Virtual Try-on (Model2Street)Virtual Try-on (Street2Street)
2 papers · 1 benchmark
STRAT (Spatial TRAnsformation for virtual Try-on)
Spatial TRAnsformation for virtual Try-on (STRAT) dataset contains three subdatasets: STRAT-glasses, STRAT-hat, and STRAT-tie, which correspond to "glasses try-on", "hat try-on", and "tie try-on" respectively.
Virtual Try-on
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.