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Retinal Vessel Segmentation datasets

archive 2025-07-28

8 datasets carry the task tag "Retinal Vessel Segmentation" (the task itself: Retinal Vessel Segmentation), 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 52Retinal Vessel Segmentation 8

Retinal Vessel Segmentation datasets 1–8 of 8

DRIVE (Digital Retinal Images for Vessel Extraction)
The Digital Retinal Images for Vessel Extraction (DRIVE) dataset is a dataset for retinal vessel segmentation.
ImagesMedicalMedical Image SegmentationRetinal Vessel Segmentation
311 papers · 2 benchmarks
STARE (Structured Analysis of the Retina)
The STARE (Structured Analysis of the Retina) dataset is a dataset for retinal vessel segmentation.
ImagesMedicalSemantic SegmentationRetinal Vessel SegmentationCell SegmentationOptic Disc SegmentationDichotomous Image SegmentationVideo Polyp Segmentation+1 tasks
146 papers · 6 benchmarks
CHASE_DB1
CHASEDB1 is a dataset for retinal vessel segmentation which contains 28 color retina images with the size of 999×960 pixels which are collected from both left and right eyes of 14 school children.
ImagesMedicalMedical Image SegmentationRetinal Vessel Segmentation
59 papers · 2 benchmarks
HRF (High-Resolution Fundus)
The HRF dataset is a dataset for retinal vessel segmentation which comprises 45 images and is organized as 15 subsets.
ImagesMedicalClassificationRetinal Vessel SegmentationArtery/Veins Retinal Vessel Segmentation
53 papers · 3 benchmarks
ROSE (Retinal OCTA SEgmentation dataset)
Retinal OCTA SEgmentation dataset (ROSE) consists of 229 OCTA images with vessel annotations at either centerline-level or pixel level.
ImagesMedicalSemantic SegmentationRetinal Vessel Segmentation
25 papers · 4 benchmarks
UZLF (Leuven-Haifa High-Resolution Fundus Image Dataset for Retinal Blood Vessel Segmentation and Glaucoma Diagnosis)
The Leuven-Haifa dataset contains 240 disc-centered fundus images of 224 unique patients (75 patients with normal tension glaucoma, 63 patients with high tension glaucoma, 30 patients with other eye diseases and 56 healthy controls) from…
ImagesRetinal Vessel SegmentationArtery/Veins Retinal Vessel Segmentation
3 papers · 2 benchmarks
INSPIRE-AVR (LUNet subset)
This dataset contains 65 DFIs acquired from patients with POAG at the University of Iowa Hospitals and Clinics.
ImagesRetinal Vessel SegmentationArtery/Veins Retinal Vessel Segmentation
1 paper · 2 benchmarks
SMDG (Standardized Multi-Channel Dataset for Glaucoma)
Standardized Multi-Channel Dataset for Glaucoma (SMDG-19) is a collection and standardization of 19 public datasets, comprised of full-fundus glaucoma images, associated image metadata like, optic disc segmentation, optic cup segmentation,…
ImagesMedicalTabularBinary ClassificationRetinal Vessel SegmentationImage SegmentationOptic Disc SegmentationOptic Cup 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.