医学图像分割

Kvasir-SEG

ACDC

CVC-Clinic DB

CVC-ColonDB

Synapse

BUSI

ETIS-LaribPolypDB

AMOS

EchoNet-Dynamic

GlaS

BTCV

DRIVE

ETIS

MoNuSeg

ISIC-2018

Kumar

Kvasir

MosMedData+

CVC-300

BraTS

CRAG

MSWAL

AMOS22

BRATS 2018

ISLES

KiTS23

OASIS

Prostate

CHASE-DB1

EndoScene

Fundus

LiTS2017

Polyps

2018 Data Science Bowl

ISIC2016&ph2

LIDC-IDRI

WORD

Auto PET

DSAD

LA

LiTS

OASIS-3

QaTa-COV19

Tumor2

ABIDE

CAMUS

Synapse 8-organ

BraTS 2020

ConSeP

IXI

MOUSE

PANTHER-MR

PH2

PROMISE12

TotalSegmentator

Abd-CT

Abd-MRI

Anatomical Tracings of Lesions After Stroke (ATLAS)

ATLAS

Cardiac

CHAOS

CHASE

CVC

CVC-VideoClinicDB

FIVES

FLARE22

ISIC

ISIC-2017

KiTS19

MSSEG

PAIP

SUN-SEG

TBI

WMH

AbdomenCT-1K

AbdomenCTCT

Anatomical Tracings of Lesions After Stroke (ATLAS)

AutoPET-II

BCV

BraTS-2019

BraTS-2023

CANDI

Cell17

Chest X-Ray

ColonDB

Fundus-OC

Fundus-OD

Hippocampus

ISIC17

KPIS

LPBA40

Mindboggle101

MMWHS

MoNuSAC

MSD-Pancreas

MyoPS

Organ

PanNuke

Polyp segmentation

Ribs

SegThor

UDIAT

Vertebrae

Abdomen MR←CT

Abdominal

Airway

AMOS-CT

AVT

BCSS

BKAI-IGH NeoPolyp-Small

Bone Lesion

Brain Tumor

Brain US

BraTS'19

BTCV-Abdomen

BTCV-Cervix

Cerebral Cortex

ClinicDB

CPM-17

DCA1

DDTI

Drishti-GS

FeTA

HAM10000

Harvard-FairSeg

HMC-QU

ISBI12

ISIC-2016

Kvasir-Sessile

LA-Dataset

LVQuant

M&M

M&Ms

Maxillary Sinus

MC

Mice-Lung

MSD-Prostate

MSD03 Hepatic tumor

MSD06 Lung tumor

MSD07 Pancreatic tumor

MSD08 Hepatic tumor

MSD09 Spleen

MSD10 Colon tumor

Mycoplasma pneumoniae

Nasal Cavity

Nasal Pharynx

NSCLC-Rad

NSCLC-Radiomics

pancreas

Pancreas-NIH

PANORAMA

PCLT20K

Poly-GA

Polyp

REFUGE

RIM-ONE-r3

RITE

TBAD

Thalamus

TN3k

TotalSegV2

VerSe

2D Brain MRI

3D Brain MRI

3D Cardiac CT

Abdomen CT

AMOS MR

AMOS MRI

Amygdala

Average over ten datasets

B

BKAI

BLCA

BM-Seg

Brain

BraTS 2021

BraTS 2025

BraTS 2025 Pre-only

BRCA

breast

C

CAMUS-Semi

Casia

Cervix

CHAOS-MRI

CheX

Cracks

CT-150

CVC-612

CWMBS

DFU 2022

Domain A

Domain B

Domain C

Domain D

Domain E

Drosophila

DSB2018

embryo

Endotect Polyp Segmentation Challenge Dataset

FairDomain-Segmentation

FLARE 2022

FLARE22 Kidney_L

FLARE22 Kidney_R

FLARE22 Liver

FLARE22 Pancreas

FLARE22 Spleen

HCP

HRF

In-house testset

ISIC-16

ISIC 2018

KvasirCapsule-SEG

Lateral Ventricle

LiQA

Liver

LUAD

LUNA

M&Ms-2

MeCOVQA-G+

Medical image segmentation (25 tasks)

Medical Image Segmentation Benchmark

Medico automatic polyp segmentation challenge (dataset)

MedScribble

Mice-Pancreas

MnM

MS-CXR

MSD

MSD-Lung

NeuroFly

NIH

Nuclei

OD/OC segmentation

Optic Cup

Optic Disk

organoids

Pancreas-CT

PanSeg

Plants

Putamen

RAOS Kidney

RAOS Liver

RAOS Stomach

Real noisy dataset

REFUGE Challenge

Roads

ROBUST-MIS

SegPC-2021

Skin Lesion

Skin-DS

Spleen

STARE

Synthetic noisy dataset

TNBC

Totalsegmentator MRI

UCEC

Vascular

X-ray

2015 MICCAI Polyp Detection

3D-IRCADb

3D-IRCADb-01 and 3D-IRCADb-02

A

A.S.

Ab-1K (4)

Abd-CT → MRI

Abd-MRI → CT

AbdomenAtlas 2.0

Adenocarcinoma

AMOS (15)

AortaSeg24

ARCADE

ASU-Mayo Clinic dataset

ATLAS v2.0

Autolaparo

AVRDB

BetaSeg

BIDMC

BiomedParseData

BKAI-IGH NeoPolyp

Bladder

Bladder Cancer MRI

bmc

Brain MRI

brain tumor segmentation

BraTS 2024

BRATS-2015

BRATS18

BraTS19 Dataset

BraTS23

Breast Cancer PET

Breast Lesion

Breast Ultrasound

BRISC

BTCV (13)

BTCV + LiTs

BTMRI

BUID

BUS

BUS to BUSI

BUS-BRA

BUSI to BUS

BUSUC

CAMELYON-16

CAMUS-LA

CAMUS-LV

CAMUS-MYO

CANDI_S

cardiac segmentation

CAS

Catholic Uijeongbu St. Mary’s hospital dataset

CAXF

CCTA-CPR dataset

CETUS

CHAOS (T1)

CHAOS-T2

CHASE → DRIVE

CHASE → STARE

Chest CT

ChestX-Det

CHUAC

Clinic

CMR

CMR-Segmentation

comprehensive ultrasound dataset

CORN

COVID-19

COVID-QU-Ex

COVID19-1

CRACK

CRC

CRCD

Cross-Modality Dataset

Cross-Sequence Dataset

CSI-fat

CSI-inn

CSI-opp

CSI-Wat

CT Lung & Heart & Trachea Segmentation

CT-ORG

CVCDB → Kvasir

D

DCAI

Decath-Brain Tumours

Decath-Heart

Decath-Liver

Decath-Pancreas

Decath-Spleen

DeepFluoro

DeepGlobe → CNDS

DeepGlobe → MR

DLBS

DP2E

DRHAGIS

DRIVE → CHASE

DRIVE → STARE

DSB18

DSCA

EM

EndoPolyp

Esophag. Tumor CT

ETIS-Larib

FemurFrac

FeTA2021

FeTA21_S

FIVES_S

Fundus segmentation

GlySAC

GMSC

HCP Aging Dataset

HCRUDB

HECKTOR

HemoSet

Hepatic Vessel

HipFrac

HK

HT29

HVS

IELES

In-house

in-house clinical sperm dataset

in-house dataset

Institutional Pelvic

Internal (A, B, C, D, CAMUS)

ISIC 2018 Task 1

ISIC2016

ISLES'22

JHH

JSRT

Kidney Left

Kipa

KiPA22_S^2D

KiPA22_S^3D

KIRC

KiTS

KiTS T

KiTS Tumor

Kvasir → CVCDB

Kvasir-H

Kvasir-Instrument

LA2018

LEAF

Left Atrium

LES-AV

LGG

LiTS (1)

LiTS T

LiTS Tumor

liver FIBSEM

LiverSeg23

LPBA

Lucchi

Lumbar spine

Lung Cancer (LC) dataset

Lung CT-Scan

Lung Infection

Lung X-ray

Lung79

Lymph

Massachusetts-Building

MeCoVQA-G

Medical Segmentation Decathlon Dataset

Meta-CVC-Clinic

Meta-CVC-Colon

Meta-EndoVis-17

Meta-EndoVis-18

Meta-Kvasir-Seg

MICCAI 2015 Head and Neck Challenge

MICHE

Micro-CT Mouse

MIMOSeg

MitoEM

MitoEM-H

MitoEM-R

MM-WHS CT

MM-WHS 2017

Montgomery (MCU)

Montgomery County

MoNuSeg 2018

MosMed++

MRBrainS MRI Dataset

MRI

MS-CMRSeg 2019

MSD BRATS Tumour

MSD Challenge

MSD Colon Cancer

MSD Lung Tumour

MSD Spleen

MSD Task01

MSD-Brain

Multi-Site Prostate MRI dataset

Neub1 → Neub2

Neub2 → Neub1

NPC-170

OCTA500 → ROSE

OD/OC

OIMHS

OOMLM

OOMLN

organoid dataset

Pancreas (1)

Pancreas Tumor MRI

Parse22

Pelvic

PET Lateral Ventricle

PETS-5k

PICCOLO

Polyp Endoscopy

Polyp-A

Polyp-C

Polyp-D

PolypGen

Prostate segmentation

Prostate158

PUMA

QUBIQ

Radiotherapy Target Dataset

Rationale Dataset

REFUGE val

REFUGE2

RESC

Retinal Fundus

RIF

ROAD

ROSE

ROSE → OCTA500

RSNA-Pneumonia

RUNMC

RVS

SacrumFrac

Sarcoma MRI

SCR_S^25%

Semicol

Site A

Site B

Site C

Site D

SKI10

Skin RGB Image

Sliver07

SS T

StructSeg H&N

StructSeg Tho

STS

SurgBlood

Synapse Multi-Organ CT dataset

Synapse Multi-Organ Segmentation Dataset

Synapse-CT

SZ-CXR

T1/T2 weighted MRI (BraTS 2023)

TCIA

TG3K

Thyroid Nodule

ToothFairy

TopCoW binary

TopCoW multi-class

TractoInferno

Ts-v2 (117)

TYRE

U-MRG-14K

UBIRIS

UCL

Uterus

UWaterloo

VM15

VM22

VM23

VOCSeg

volumetric electron microscopy dataset

wbc

Wet AMD

WIRE

WORD (16)

XCAD

XCAV