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Segmentation datasets

archive 2025-07-28

45 datasets carry the task tag "Segmentation" (the task itself: Segmentation), ordered by the archive's paper count. Page 1 of 1: 45 shown of 45. 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.

Segmentation datasets 1–45 of 45

SA-1B

SA-1B consists of 11M diverse, high resolution, licensed, and privacy protecting images and 1.1B high-quality segmentation masks.

Images Image Segmentation Segmentation

183 papers · 1 benchmark

CRACK500

For the details of the work, the readers are refer to the paper "Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection" (FPHB), T-ITS 2019.

Images Segmentation Crack Segmentation

34 papers · 0 benchmarks

UIIS (General Underwater Image Instance Segmentation dataset)

This is the first general Underwater Image Instance Segmentation (UIIS) dataset containing 4,628 images for 7 categories with pixel-level annotations for underwater instance segmentation task

Images Texts 2D Object Detection Object Detection Semantic Segmentation 2D Semantic Segmentation Instance Segmentation Segmentation

9 papers · 1 benchmark

ROBUST-MIS (Robust Medical Instrument Segmentation Challenge 2019)

The ROBUST-MIS dataset was made available to support the Robust Medical Instrument Segmentation (ROBUST-MIS) Challenge 2019, part of the Endoscopic Vision Challenge associated with MICCAI.

Images Videos Medical Image Segmentation Instance Segmentation Segmentation

8 papers · 1 benchmark

25kTrees (Individual Tree Crown Annotations)

Manual crown delineation of individual trees in two countries: Denmark and Finland.

Images Semantic Segmentation Object Counting Segmentation

5 papers · 0 benchmarks

BHSD (A 3D Multi-class Brain Hemorrhage Segmentation Dataset)

Intracranial hemorrhage (ICH) is a pathological condition characterized by bleeding inside the skull or brain, which can be attributed to various factors.

Segmentation 3D Medical Imaging Segmentation

5 papers · 0 benchmarks

CC3M-TagMask

The dataset offers tag and mask annotations for image-text pairs from the CC3M validation set.

Images Texts Semantic Segmentation Multi-Label Text Classification Segmentation

5 papers · 2 benchmarks

MMFlood

MMFlood is remote sensing dataset derived from Sentinel-1 (VV-VH), MapZen (DEM) and OpenStreetMap (Hydrography).

Images Segmentation

5 papers · 1 benchmark

CFD (CrackForestDataset)

CrackForest Dataset is an annotated road crack image database which can reflect urban road surface condition in general.

Segmentation Crack Segmentation Attractiveness Estimation

4 papers · 0 benchmarks

CrackVision12K

We present the CrackVision12k dataset, a collection of 12,000 crack images derived from 13 publicly available crack datasets.

Images Semantic Segmentation 2D Semantic Segmentation Segmentation Crack Segmentation

4 papers · 1 benchmark

ECG-Image-Database (Digitization and Classification of ECG Images: The George B. Moody PhysioNet Challenge 2024)

The George B.

Time series Classification Segmentation ECG Digitization

4 papers · 1 benchmark

Khanhha's dataset

From my knowledge, the dataset used in the project is the largest crack segmentation dataset so far.

Images Segmentation Crack Segmentation

4 papers · 2 benchmarks

LLM-Seg40K

LLM-Seg40K dataset contains 14K images in total.

Images Texts Segmentation

4 papers · 0 benchmarks

PASTIS-R (Panoptic Segmentation of Radar and Optical Satellite image TIme Series)

Extension of the PASTIS benchmark with radar and optical image time series.

Semantic Segmentation Panoptic Segmentation Segmentation

4 papers · 2 benchmarks

USIS10K (Large-scale Underwater Salient Instance Segmentation Dataset)

We construct the first large-scale dataset, USIS10K, for the underwater salient instance segmentation task, which contains 10,632 images and pixel-level annotations of 7 categories.

Images 2D Object Detection Semantic Segmentation 2D Semantic Segmentation Instance Segmentation Saliency Detection Image Segmentation+3 tasks

4 papers · 0 benchmarks

SMILE-UHURA (Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiogram)

The human brain receives nutrients and oxygen through an intricate network of blood vessels.

Images Medical MRI Segmentation MRI segmentation

3 papers · 0 benchmarks

UIIS10K (General Underwater Image Instance Segmentation dataset 10K)

We propose a large-scale underwater instance segmentation dataset, UIIS10K, which includes 10,048 images with pixel-level annotations for 10 categories.

Images Texts Object Detection 2D Semantic Segmentation Instance Segmentation Image Segmentation Segmentation Foreground Segmentation

3 papers · 0 benchmarks

COVID-QU-Ex

The researchers of Qatar University have compiled the COVID-QU-Ex dataset, which consists of 33,920 chest X-ray (CXR) images including: 11,956 COVID-19 11,263 Non-COVID infections (Viral or Bacterial Pneumonia) 10,701 Normal Ground-truth…

Images Classification Segmentation

2 papers · 0 benchmarks

CaBuAr (CaBuAr: California Burned Areas dataset)

This dataset contains images from Sentinel-2 satellites taken before and after a wildfire.

Images Image Segmentation Segmentation Segmentation Of Remote Sensing Imagery

2 papers · 0 benchmarks

SegRCDB

Pre-training is a strong strategy for enhancing visual models to efficiently train them with a limited number of labeled images.

Semantic Segmentation 2D Semantic Segmentation Segmentation

2 papers · 0 benchmarks

The ULS23 Challenge Test Set

The ULS23 test set contains 725 lesions from 284 patients of the Radboudumc and JBZ hospitals in the Netherlands.

Images 3D Medical Segmentation Tumor Segmentation

2 papers · 1 benchmark

Underwater Trash Detection

Underwater Trash Detection Dataset Overview The Underwater Trash Detection Dataset is a custom-annotated dataset designed to address the challenges of underwater trash detection caused by varying environmental features.

Images Texts LiDAR Object Detection Classification Video Object Detection Segmentation

2 papers · 0 benchmarks

Aneux

The AneuX morphology database includes data from 3 different data sources: AneuX, @neurIST and Aneurisk.

Images Medical 3d meshes Medical Image Segmentation Segmentation

1 paper · 0 benchmarks

BRISC (BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification)

BRISC is a high-quality, expert-annotated MRI dataset curated for brain tumor segmentation and classification.

Classification Brain Tumor Segmentation Brain Image Segmentation Segmentation MRI segmentation Brain Tumor Classification+1 tasks

1 paper · 1 benchmark

Boreal Forest Fire (Boreal Forest Fire: UAV-collected Wildfire Detection and Smoke Segmentation Dataset)

This dataset consists of annotated images and videos of smoke resulting from prescribed burning events in Finnish boreal forests.

Images Object Detection Segmentation

1 paper · 0 benchmarks

Box-IS

RGB-D instance segmentation box dataset.

Images RGB-D Instance Segmentation Segmentation RGB-D Instance Segmentation

1 paper · 2 benchmarks

BraTS PEDs 2023 (The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs))

Click to add a brief description of the dataset (Markdown and LaTeX enabled).

3D Medical MRI Segmentation

1 paper · 0 benchmarks

CUTS

This is the dataset released along with the publication: CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation [[ArXiv]](https://arxiv.org/abs/2209.11359)…

Images Semantic Segmentation Segmentation Tumor Segmentation Brain Segmentation MRI segmentation Organ Segmentation

1 paper · 0 benchmarks

Coil100-Augmented

This dataset derives from Coil100.

Classification Segmentation Disentanglement Image to 3D

1 paper · 0 benchmarks

DeepCrack

There are 537 RGB jpg images of cracks and corresponding png binary segmentation masks of crack: a training set with 300 images and a testing set with 237 images.

Images Segmentation

1 paper · 0 benchmarks

Extended Task10_Colon Medical Decathlon (Extended Task10_Colon of Medical Segmentation Decathlon dataset)

A dataset of abdominal CT studies in NifTi format from the open-source medical data repository Medical Decathlon was utilized.

Images Medical Image Segmentation Segmentation Tumor Segmentation Organ Segmentation

1 paper · 1 benchmark

FP4S (Floor plan image segmentation via scribble-based semi-weakly-supervised learning)

We introduce a new style- and category-agnostic floor plan image parsing benchmark developed in collaboration with professional architectural designers.

Images Semantic Segmentation 2D Semantic Segmentation Segmentation

1 paper · 1 benchmark

LES-AV

This data set comprises 22 fundus images with their corresponding manual annotations for the blood vessels, separated as arteries and veins.

Classification Segmentation Artery/Veins Retinal Vessel Segmentation

1 paper · 2 benchmarks

MFSD (Masked Face Segmentation Dataset)

During the covid-19 era wearing face masks posed new challenges to face-related tasks, including facial recognition, face inpainting, expression recognition, and object removal.

Face Recognition Segmentation Facial Inpainting

1 paper · 1 benchmark

Microscopy Image Dataset of Pulmonary Vascular Changes (Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes)

Pulmonary hypertension (PH) is a syndrome complex that accompanies a number of diseases of different etiologies, associated with basic mechanisms of structural and functional changes of the pulmonary circulation vessels and revealed…

Images Biomedical 2D Semantic Segmentation Segmentation Pulmorary Vessel Segmentation

1 paper · 0 benchmarks

NPO (Negative and Positive Obstacles)

The dataset is recorded with an on-vehicle ZED stereo camera in both urban and rural environments The dataset contains various lighting conditions, such as normal lights, large-area shadows, dim lights, and sun glare.

RGB-D 2D Semantic Segmentation Segmentation Road Damage Detection

1 paper · 1 benchmark

NYUDv2-IS

A RGB-D dataset converted from NYUDv2 into COCO-style instance segmentation format.

Images RGB-D Instance Segmentation Segmentation RGB-D Instance Segmentation

1 paper · 2 benchmarks

Remote Flash LiDAR Vehicles Dataset

This dataset includes 3D point-cloud and 2D imagery from a flash LiDAR...

Images Videos 3D Point cloud LiDAR Object Tracking 3D Object Detection 3D Classification 3D Object Classification Segmentation Remote Sensing Image Classification

1 paper · 1 benchmark

S-BIAD843 (Individual 3D cell shapes of Drosophila Wing Disc)

Late third instar wing imaginal discs were cultured in Shields and Sang M3 media (Sigma) supplemented with 2% FBS (Sigma), 1% pen/strep (Gibco), 3ng/ml ecdysone (Sigma) and 2ng/ml insulin (Sigma).

Images 3D Segmentation

1 paper · 0 benchmarks

SUN-RGBD-IS

A RGB-D dataset converted from SUN-RGBD into COCO-style instance segmentation format.

Images RGB-D Instance Segmentation Segmentation RGB-D Instance Segmentation

1 paper · 2 benchmarks

SimGas (Computer Simulated Gas Leakage Segmentation)

This dataset consists of computer-generated images for gas leakage segmentation.

Classification Segmentation

1 paper · 2 benchmarks

cranfield-synthetic-drone-detection

A fully synthetic dataset of drones generated using structured domain randomization.

Images Object Detection Segmentation

1 paper · 0 benchmarks

Aachen-Heerlen Annotated Steel Microstructure Dataset

The Aachen-Heerlen annotated steel microstructure dataset comprises 1,705 scanning electron microscopy (SEM) images of bainitic steel samples.

Semantic Segmentation Instance Segmentation Segmentation

0 papers · 0 benchmarks

PALMS

Data in this study come from western Ecuador's Choco tropical forest, including \textit{Fundación para la Conservación de los Andes Tropicales Reserve and adjacent Reserva Ecológica Mache-Chindul park} (FCAT; 00°23'28'' N, 79°41'05'' W),…

Images Object Detection Segmentation

0 papers · 0 benchmarks

Tornet (Tornado Network)

The Tornado Network (TorNet) dataset is a large, high-resolution benchmark dataset developed to support machine learning research in tornado detection and prediction.

Images Classification Weather Forecasting Segmentation

0 papers · 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.

Segmentation datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Segmentation datasets 1–45 of 45