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Lesion Segmentation datasets

archive 2025-07-28

17 datasets carry the task tag "Lesion Segmentation" (the task itself: Lesion Segmentation), ordered by the archive's paper count. Page 1 of 1: 17 shown of 17. 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 52Lesion Segmentation 17

Lesion Segmentation datasets 1–17 of 17

HAM10000
HAM10000 is a dataset of 10000 training images for detecting pigmented skin lesions.
ImagesMedicalSemantic SegmentationLesion SegmentationSkin Lesion ClassificationLesion Classification
209 papers · 2 benchmarks
ISIC2016 (Lesion Segmentation)
Lesion segmentation data includes the original image, paired with the expert manual tracing of the lesion boundaries in the form of a binary mask.
ImagesLesion SegmentationSkin Lesion Segmentation
50 papers · 1 benchmark
ISIC 2018 Task 1
The ISIC 2018 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images.
ImagesMedicalSemantic SegmentationLesion SegmentationLesion Classification
27 papers · 1 benchmark
HECKTOR
Head and Neck Tumor Segmentation
MedicalLesion SegmentationTumor SegmentationLesion Detection
26 papers · 0 benchmarks
DigestPath
Introduced by Da et al.
ImagesMedicalSemantic SegmentationMedical Image SegmentationCell SegmentationLesion SegmentationTumor Segmentation
23 papers · 1 benchmark
FGADR
This dataset has 1,842 images with pixel-level DR-related lesion annotations, and 1,000 images with image-level labels graded by six board-certified ophthalmologists with intra-rater consistency.
ImagesMedicalLesion Segmentation
20 papers · 0 benchmarks
CoIR (Code Information Retrieval Benchmark)
CoIR (Code Information Retrieval) benchmark, is designed to evaluate code retrieval capabilities.
2D Object DetectionObject DetectionLesion SegmentationCode SearchCOVID-19 DiagnosisOpen-Domain Subject-to-Video
18 papers · 1 benchmark
ISIC 2017 Task 1
The ISIC 2017 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images.
ImagesMedicalLesion SegmentationLesion Classification
15 papers · 0 benchmarks
ISIC 2018 Task 3
The ISIC 2018 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images.
ImagesMedicalLesion Segmentation
11 papers · 0 benchmarks
SD-198
The SD-198 dataset contains 198 different diseases from different types of eczema, acne and various cancerous conditions.
MedicalClassificationSemantic SegmentationLesion SegmentationPartial Label LearningSkin Lesion ClassificationSkin Cancer Segmentation
11 papers · 0 benchmarks
PH2
The increasing incidence of melanoma has recently promoted the development of computer-aided diagnosis systems for the classification of dermoscopic images.
Semantic SegmentationLesion SegmentationSkin Cancer Segmentation
10 papers · 3 benchmarks
Retinal-Lesions
Over 1.5K images selected from the public Kaggle DR Detection dataset; Five DR grades (DR0 / DR1 / DR2 / DR3 / DR4), re-labeled by a panel of 45 experienced ophthalmologists; Eight retinal lesion classes, including microaneurysm,…
ImagesMedicalLesion SegmentationLesion ClassificationDiabetic Retinopathy Grading
8 papers · 0 benchmarks
University of Waterloo skin cancer database
The dataset is maintained by VISION AND IMAGE PROCESSING LAB, University of Waterloo.
ImagesLesion SegmentationSkin Lesion SegmentationLocal Color Enhancement
8 papers · 3 benchmarks
ISIC 2018 Task 2
The ISIC 2018 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images.
ImagesMedicalLesion Segmentation
6 papers · 0 benchmarks
ISIC 2017 Task 3
The ISIC 2017 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images.
ImagesMedicalLesion Segmentation
5 papers · 0 benchmarks
AutoPET
A whole-body FDG-PET/CT dataset with manually annotated tumor lesions (FDG-PET-CT-Lesions) 1,014 studies (900 patients)
MedicalLesion SegmentationTumor SegmentationLesion Detection
4 papers · 0 benchmarks
ISIC 2017 Task 2
The ISIC 2017 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images.
ImagesMedicalLesion SegmentationLesion Classification
2 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.