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Fine-Grained Visual Recognition datasets

archive 2025-07-28

9 datasets carry the task tag "Fine-Grained Visual Recognition" (the task itself: Fine-Grained Visual Recognition), ordered by the archive's paper count. Page 1 of 1: 9 shown of 9. 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 52Fine-Grained Visual Recognition 9

Fine-Grained Visual Recognition datasets 1–9 of 9

CUB-200-2011 (Caltech-UCSD Birds-200-2011)
The Caltech-UCSD Birds-200-2011 (CUB-200-2011) dataset is the most widely-used dataset for fine-grained visual categorization task.
ImagesImage ClassificationImage GenerationZero-Shot LearningFew-Shot Image ClassificationImage RetrievalFew-Shot Learning+29 tasks
2,235 papers · 47 benchmarks
FGVC-Aircraft
FGVC-Aircraft contains 10,200 images of aircraft, with 100 images for each of 102 different aircraft model variants, most of which are airplanes.
ImagesImage ClassificationZero-Shot LearningFew-Shot LearningImage ClusteringFine-Grained Image ClassificationNeural Architecture Search+5 tasks
520 papers · 12 benchmarks
Stanford Dogs
The Stanford Dogs dataset contains 20,580 images of 120 classes of dogs from around the world, which are divided into 12,000 images for training and 8,580 images for testing.
ImagesImage GenerationFew-Shot Image ClassificationImage ClusteringFine-Grained Image ClassificationFine-Grained Visual Recognition
57 papers · 6 benchmarks
MTL-AQA
A new multitask action quality assessment (AQA) dataset, the largest to date, comprising of more than 1600 diving samples; contains detailed annotations for fine-grained action recognition, commentary generation, and estimating the AQA…
VideosTextsAudioAction RecognitionAction Recognition In VideosVideo UnderstandingVideo CaptioningMulti-Task LearningAction Quality Assessment+6 tasks
33 papers · 2 benchmarks
WebFG-496
WebFG-496 is a dataset for fine-grained recognition that contains 200 subcategories of the "Bird" (Web-bird), 100 subcategories of the Aircraft" (Web-aircraft), and 196 subcategories of the "Car" (Web-car).
ImagesFine-Grained Image ClassificationFine-Grained Image RecognitionFine-Grained Visual Recognition
7 papers · 0 benchmarks
WHOI-Plankton
WHOI-Plankton is a collection of annotated plankton images.
ImagesFine-Grained Visual RecognitionGaussian Processes
6 papers · 0 benchmarks
New Plant Diseases Dataset (Image dataset containing different healthy and unhealthy crop leaves.)
This dataset is recreated using offline augmentation from the original dataset.
ImagesImage ClassificationFine-Grained Visual Recognition
2 papers · 2 benchmarks
FeathersV1
The FeatherV1 dataset is a dataset for fine-grained visual classification.
ImagesFine-Grained Visual RecognitionFine-Grained Visual Categorization
1 paper · 0 benchmarks
WikiChurches
WikiChurches is a dataset for architectural style classification, consisting of 9,485 images of church buildings.
ImagesFine-Grained Image ClassificationImage Classification with Label NoiseSmall Data Image ClassificationFine-Grained Image RecognitionFine-Grained Visual Recognitionimbalanced classification
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.