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Density Estimation datasets

archive 2025-07-28

13 datasets carry the task tag "Density Estimation" (the task itself: Density Estimation), ordered by the archive's paper count. Page 1 of 1: 13 shown of 13. 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 52Density Estimation 13

Density Estimation datasets 1–13 of 13

CIFAR-10
description withheld: archive row vandalised before snapshot
ImagesImage ClassificationClassificationImage GenerationZero-Shot LearningAnomaly DetectionImage Retrieval+58 tasks
16,145 papers · 91 benchmarks
MNIST
The MNIST database (Modified National Institute of Standards and Technology database) is a large collection of handwritten digits.
ImagesImage ClassificationSpeech RecognitionQuestion AnsweringImage GenerationText ClassificationAnomaly Detection+55 tasks
7,651 papers · 44 benchmarks
CelebA-HQ
The CelebA-HQ dataset is a high-quality version of CelebA that consists of 30,000 images at 1024×1024 resolution.
ImagesImage GenerationImage Super-ResolutionImage-to-Image TranslationImage InpaintingDensity EstimationMultimodal Unsupervised Image-To-Image Translation+2 tasks
954 papers · 13 benchmarks
BSD (Berkeley Segmentation Dataset)
BSD is a dataset used frequently for image denoising and super-resolution.
ImagesImage Super-ResolutionColor Image DenoisingGrayscale Image DenoisingImage DenoisingBlind Super-ResolutionDensity Estimation+3 tasks
718 papers · 48 benchmarks
Caltech-101
The Caltech101 dataset contains images from 101 object categories (e.g., “helicopter”, “elephant” and “chair” etc.) and a background category that contains the images not from the 101 object categories.
ImagesZero-Shot LearningSemi-Supervised Image ClassificationImage ClusteringFine-Grained Image ClassificationUnsupervised Anomaly DetectionTransductive Zero-Shot Classification+3 tasks
709 papers · 10 benchmarks
UCI Machine Learning Repository
UCI Machine Learning Repository is a collection of over 550 datasets.
Time Series ClassificationDensity EstimationCore set discoveryMultivariate Time Series ImputationSynthetic Data GenerationGaussian Processes
56 papers · 9 benchmarks
JHU-CROWD++
JHU-CROWD++ is A large-scale unconstrained crowd counting dataset with 4,372 images and 1.51 million annotations.
ImagesDensity EstimationCrowd Counting
48 papers · 1 benchmark
UCF-CC-50
UCF-CC-50 is a dataset for crowd counting and consists of images of extremely dense crowds.
ImagesDensity EstimationCrowd CountingHuman Detection
32 papers · 0 benchmarks
Silhouettes (CalTech 101 Silhouettes)
The Caltech 101 Silhouettes dataset consists of 4,100 training samples, 2,264 validation samples and 2,307 test samples.
ImagesDensity EstimationVariational Inference
27 papers · 0 benchmarks
COWC (Cars Overhead With Context)
The Cars Overhead With Context (COWC) data set is a large set of annotated cars from overhead.
ImagesObject DetectionObject CountingDensity Estimation
22 papers · 0 benchmarks
JHU-CROWD
(JHU-CROWD) a crowd counting dataset that contains 4,250 images with 1.11 million annotations.
ImagesBinarizationDensity EstimationCrowd Counting
22 papers · 0 benchmarks
APRICOT
APRICOT is a collection of over 1,000 annotated photographs of printed adversarial patches in public locations.
ImagesObject DetectionObject RecognitionDensity Estimation
8 papers · 0 benchmarks
PEM Fuel Cell Dataset (Proton Exchange Membrane (PEM) Fuel Cell Dataset)
This dataset are about Nafion 112 membrane standard tests and MEA activation tests of PEM fuel cell in various operation condition.
TabularTablesGraph RegressionDensity EstimationCapacity Estimation
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.