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Zero-shot Image Retrieval datasets

archive 2025-07-28

8 datasets carry the task tag "Zero-shot Image Retrieval" (the task itself: Zero-shot Image Retrieval), 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 52Zero-shot Image Retrieval 8

Zero-shot Image Retrieval datasets 1–8 of 8

ImageNet-R (ImageNet-Rendition)
ImageNet-R(endition) contains art, cartoons, deviantart, graffiti, embroidery, graphics, origami, paintings, patterns, plastic objects, plush objects, sculptures, sketches, tattoos, toys, and video game renditions of ImageNet classes.
ImagesUnsupervised Domain AdaptationDomain GeneralizationZero-Shot Transfer Image ClassificationPrompt EngineeringZero-Shot Composed Image Retrieval (ZS-CIR)Zero-shot Image Retrieval
481 papers · 5 benchmarks
COCO-CN
COCO-CN is a bilingual image description dataset enriching MS-COCO with manually written Chinese sentences and tags.
ImagesText GenerationMachine TranslationImage RetrievalImage CaptioningZero-shot Image RetrievalZero-shot Text-to-Image Retrieval
21 papers · 1 benchmark
QUILT-1M
Recent accelerations in multi-modal applications have been made possible with the plethora of image and text data available online.
ImagesTextsMedicalMultimodal Deep LearningMultimodal Text and Image ClassificationZero-Shot Image ClassificationMedical Visual Question AnsweringZero-shot Image Retrieval
17 papers · 0 benchmarks
Flickr30k-CNA (Flickr30k-Chinese All)
Former Flickr30k-CN translates the training and validation sets of Flickr30k using machine translation and manually translates the test set.
Image RetrievalZero-shot Image RetrievalZero-shot Text Retrieval
7 papers · 1 benchmark
XTD10
XTD10 is a dataset for cross-lingual image retrieval and tagging consisting of the MSCOCO2014 caption test dataset annotated in 7 languages that were collected using a crowdsourcing platform.
ImagesTextsZero-shot Image Retrieval
4 papers · 0 benchmarks
WebLI (Web Language Image)
WebLI (Web Language Image) is a web-scale multilingual image-text dataset, designed to support Google’s vision-language research, such as the large-scale pre-training for image understanding, image captioning, visual question answering,…
Visual Question Answering (VQA)Image RetrievalImage CaptioningOptical Character Recognition (OCR)Multimodal Deep LearningZero-shot Image Retrieval+1 tasks
1 paper · 0 benchmarks
X-TransferBench
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
ImagesVisual Question Answering (VQA)Image CaptioningZero-shot Image Retrieval
1 paper · 0 benchmarks
simco-comco
These datasets, ComCo and SimCo, designed for evaluating multi-object representation in Vision-Language Models (VLMs).
ImagesTextsZero-shot Image RetrievalZero-shot Text 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.