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Medical | State-of-the-Art
Medical
Explore cutting-edge benchmarks and research
731
Benchmarks
308
Tasks
1127
Papers
Medical Image Segmentation
Medical Image Segmentation
44
benchmarks
10
papers
Lesion Segmentation
10
benchmarks
10
papers
Brain Tumor Segmentation
9
benchmarks
10
papers
Cell Segmentation
9
benchmarks
10
papers
Skin Lesion Segmentation
2
benchmarks
10
papers
See all 33 tasks
See all 33
Classification
Classification
35
benchmarks
10
papers
Text Classification
64
benchmarks
10
papers
Graph Classification
65
benchmarks
10
papers
Audio Classification
20
benchmarks
10
papers
Medical Image Classification
7
benchmarks
10
papers
See all 16 tasks
See all 16
2D Classification
Neural Network Compression
1
benchmarks
9
papers
Music Source Separation
3
benchmarks
9
papers
Cell Detection
4
benchmarks
9
papers
Plant Phenotyping
0
benchmarks
9
papers
open-set classification
0
benchmarks
10
papers
See all 16 tasks
See all 16
Electrocardiography (ECG)
Mortality Prediction
2
benchmarks
10
papers
ECG Classification
4
benchmarks
8
papers
Electrocardiography (ECG)
0
benchmarks
9
papers
Arrhythmia Detection
5
benchmarks
9
papers
Heart Rate Variability
0
benchmarks
10
papers
See all 14 tasks
See all 14
Cancer
Breast Cancer Detection
0
benchmarks
0
papers
Skin Cancer Classification
0
benchmarks
0
papers
Lung Cancer Diagnosis
0
benchmarks
0
papers
Breast Cancer Histology Image Classification
0
benchmarks
0
papers
Prediction Of Cancer Cell Line Sensitivity
0
benchmarks
0
papers
See all 10 tasks
See all 10
Sleep Quality
Sleep Stage Detection
15
benchmarks
10
papers
Sleep Quality
1
benchmarks
10
papers
Spindle Detection
4
benchmarks
5
papers
Sleep apnea detection
2
benchmarks
6
papers
Sleep Micro-event detection
0
benchmarks
5
papers
See all 9 tasks
See all 9
X-Ray
Medical X-Ray Image Segmentation
0
benchmarks
0
papers
Low-Dose X-Ray Ct Reconstruction
0
benchmarks
0
papers
Bone Suppression From Dual Energy Chest X-Rays
0
benchmarks
0
papers
Joint Vertebrae Identification And Localization In Spinal Ct Images
0
benchmarks
0
papers
Finding Pulmonary Nodules In Large-Scale Ct Images
0
benchmarks
0
papers
See all 8 tasks
See all 8
Electroencephalogram (EEG)
EEG
0
benchmarks
0
papers
EEG Artifact Removal
0
benchmarks
0
papers
Attention Score Prediction
0
benchmarks
0
papers
Noise Level Prediction
0
benchmarks
0
papers
Semanticity prediction
2
benchmarks
1
papers
See all 7 tasks
See all 7
Multi-Label Classification
Multi-Label Classification
10
benchmarks
10
papers
Missing Labels
0
benchmarks
9
papers
Extreme Multi-Label Classification
0
benchmarks
8
papers
Medical Code Prediction
7
benchmarks
10
papers
Hierarchical Multi-label Classification
16
benchmarks
8
papers
Molecular Property Prediction
Molecular Property Prediction
18
benchmarks
10
papers
3D Geometry Prediction
2
benchmarks
4
papers
NMR J-coupling
1
benchmarks
1
papers
Odor Descriptor Prediction
1
benchmarks
1
papers
mixture property prediction
0
benchmarks
1
papers
Photoplethysmography (PPG)
Heart rate estimation
5
benchmarks
10
papers
Photoplethysmography (PPG)
0
benchmarks
8
papers
Photoplethysmography (PPG) heart rate estimation
3
benchmarks
7
papers
Blood pressure estimation
2
benchmarks
4
papers
Photoplethysmography (PPG) beat detection
1
benchmarks
2
papers
Skin
Skin Lesion Segmentation
2
benchmarks
10
papers
Skin Lesion Classification
1
benchmarks
10
papers
Skin Lesion Identification
0
benchmarks
2
papers
Skin
0
benchmarks
0
papers
Medical waveform analysis
Electrocardiography (ECG)
0
benchmarks
9
papers
Photoplethysmography (PPG)
0
benchmarks
8
papers
Electromyography (EMG)
0
benchmarks
8
papers
Medical waveform analysis
0
benchmarks
0
papers
Tomography
Electron Tomography
0
benchmarks
9
papers
Quantum State Tomography
0
benchmarks
10
papers
Tomographic Reconstructions
0
benchmarks
0
papers
Tomography
0
benchmarks
0
papers
Mammogram
Whole Mammogram Classification
0
benchmarks
2
papers
Breast Mass Segmentation In Whole Mammograms
0
benchmarks
1
papers
Mass Segmentation From Mammograms
0
benchmarks
1
papers
Mammogram
0
benchmarks
0
papers
3D Face Modelling
Continuous Control
73
benchmarks
10
papers
3D Face Modelling
2
benchmarks
8
papers
Facial Recognition and Modelling
0
benchmarks
0
papers
Drug Discovery
Drug Discovery
28
benchmarks
9
papers
Drug Response Prediction
1
benchmarks
8
papers
Text-based de novo Molecule Generation
1
benchmarks
8
papers
Document Text Classification
Learning with noisy labels
18
benchmarks
10
papers
Multi-Label Classification Of Biomedical Texts
2
benchmarks
4
papers
Political Salient Issue Orientation Detection
1
benchmarks
0
papers
Medical Image Registration
Medical Image Registration
4
benchmarks
10
papers
BIRL
1
benchmarks
4
papers
Diffeomorphic Medical Image Registration
3
benchmarks
6
papers
Disease Prediction
Disease Prediction
0
benchmarks
10
papers
Retinal OCT Disease Classification
2
benchmarks
8
papers
Disease Trajectory Forecasting
1
benchmarks
4
papers
Protein Structure Prediction
Protein Structure Prediction
4
benchmarks
8
papers
Protein Interface Prediction
0
benchmarks
4
papers
Protein complex prediction
0
benchmarks
0
papers
Atrial Fibrillation
Atrial Fibrillation Detection
2
benchmarks
9
papers
Atrial Fibrillation
0
benchmarks
0
papers
Atrial Fibrillation Recurrence Estimation
0
benchmarks
0
papers
Patient Outcomes
Predicting Patient Outcomes
1
benchmarks
6
papers
Outcome Prediction In Multimodal Mri
0
benchmarks
1
papers
Patient Outcomes
0
benchmarks
0
papers
Medical Image Classification
Medical Image Classification
7
benchmarks
10
papers
Semi-supervised Medical Image Classification
1
benchmarks
6
papers
Brain Decoding
Brain Computer Interface
0
benchmarks
9
papers
Brain Decoding
2
benchmarks
9
papers
3D Classification
3D Object Classification
3
benchmarks
10
papers
3D Classification
0
benchmarks
8
papers
Mortality Prediction
Mortality Prediction
2
benchmarks
10
papers
ICU Mortality
1
benchmarks
4
papers
Blood pressure estimation
ECG Classification
4
benchmarks
8
papers
Hypertension detection
1
benchmarks
2
papers
Medical Image Generation
Medical Image Generation
5
benchmarks
9
papers
Radiologist Binary Classification
0
benchmarks
1
papers
Iris Recognition
Iris Recognition
0
benchmarks
10
papers
Pupil Dilation
0
benchmarks
5
papers
Biomedical Information Retrieval
PICO
1
benchmarks
10
papers
SpO2 estimation
3
benchmarks
1
papers
Molecular Docking
Molecular Docking
0
benchmarks
10
papers
Blind Docking
2
benchmarks
2
papers
Length-of-Stay prediction
Length-of-Stay prediction
2
benchmarks
9
papers
Remaining Length of Stay
1
benchmarks
1
papers
Computational Phenotyping
Computational Phenotyping
0
benchmarks
4
papers
Patient Phenotyping
1
benchmarks
4
papers
Clinical Concept Extraction
Clinical Concept Extraction
1
benchmarks
7
papers
Clinical Information Retreival
0
benchmarks
1
papers
Lung Nodule Detection
Lung Nodule Detection
2
benchmarks
8
papers
Lung Nodule 3D Detection
1
benchmarks
1
papers
Landmark Tracking
Landmark Tracking
0
benchmarks
4
papers
Muscle Tendon Junction Identification
2
benchmarks
0
papers
Medical Genetics
Medical Genetics
1
benchmarks
3
papers
Genetic Risk Prediction
0
benchmarks
1
papers
Image Denoising
intensity image denoising
1
benchmarks
1
papers
lifetime image denoising
0
benchmarks
1
papers
Ultrasound
Ultrasound
1
benchmarks
1
papers
Brain Ventricle Localization And Segmentation In 3D Ultrasound Images
0
benchmarks
0
papers
EEG
EEG
0
benchmarks
8
papers
Property Prediction
Property Prediction
0
benchmarks
10
papers
Synthetic Data Generation
Synthetic Data Generation
1
benchmarks
10
papers
COVID-19 Diagnosis
COVID-19 Diagnosis
6
benchmarks
10
papers
Epidemiology
Epidemiology
0
benchmarks
7
papers
Protein Design
Protein Design
2
benchmarks
8
papers
Noise Estimation
Noise Estimation
1
benchmarks
10
papers
Sleep Stage Detection
Sleep Staging
0
benchmarks
10
papers
Retrosynthesis
Retrosynthesis
0
benchmarks
10
papers
Seizure Detection
Seizure Detection
2
benchmarks
9
papers
Medical Report Generation
Medical Report Generation
2
benchmarks
9
papers
Protein Function Prediction
Protein Function Prediction
3
benchmarks
9
papers
ECG Classification
Photoplethysmography (PPG)
0
benchmarks
8
papers
Histopathological Image Classification
Histopathological Image Classification
0
benchmarks
10
papers
Multiple Sequence Alignment
Multiple Sequence Alignment
3
benchmarks
9
papers
Pneumonia Detection
Pneumonia Detection
2
benchmarks
9
papers
de novo peptide sequencing
de novo peptide sequencing
0
benchmarks
9
papers
Diabetic Retinopathy Grading
Diabetic Retinopathy Grading
1
benchmarks
10
papers
Eeg Decoding
Eeg Decoding
1
benchmarks
8
papers
Medical Code Prediction
Medical Code Prediction
7
benchmarks
10
papers
Single-step retrosynthesis
Single-step retrosynthesis
1
benchmarks
10
papers
3D Medical Imaging Segmentation
Pancreas Segmentation
2
benchmarks
10
papers
Acoustic echo cancellation
Acoustic echo cancellation
0
benchmarks
10
papers
Diabetic Retinopathy Detection
Diabetic Retinopathy Detection
1
benchmarks
8
papers
Protein Secondary Structure Prediction
Protein Secondary Structure Prediction
7
benchmarks
9
papers
Automatic Sleep Stage Classification
Automatic Sleep Stage Classification
2
benchmarks
10
papers
Metal Artifact Reduction
Metal Artifact Reduction
0
benchmarks
10
papers
Mitosis Detection
Mitosis Detection
0
benchmarks
9
papers
Skull Stripping
Skull Stripping
0
benchmarks
9
papers
Molecule Captioning
Molecule Captioning
1
benchmarks
10
papers
Multi-tissue Nucleus Segmentation
Multi-tissue Nucleus Segmentation
3
benchmarks
10
papers
Lung Nodule Classification
Lung Nodule Classification
1
benchmarks
7
papers
3D Molecule Generation
3D Molecule Generation
0
benchmarks
10
papers
Medical Relation Extraction
Medical Relation Extraction
2
benchmarks
9
papers
Readmission Prediction
Readmission Prediction
0
benchmarks
8
papers
Breast Tumour Classification
Breast Tumour Classification
1
benchmarks
9
papers
Respiratory Failure
Respiratory Failure
1
benchmarks
6
papers
Seizure prediction
Seizure prediction
1
benchmarks
7
papers
Tumour Classification
Tumour Classification
0
benchmarks
9
papers
Chemical Reaction Prediction
Chemical Reaction Prediction
0
benchmarks
4
papers
Colorectal Gland Segmentation:
Colorectal Gland Segmentation:
2
benchmarks
7
papers
Diabetes Prediction
Diabetes Prediction
1
benchmarks
5
papers
EMG Gesture Recognition
EMG Gesture Recognition
0
benchmarks
6
papers
Lung Disease Classification
Lung Disease Classification
0
benchmarks
4
papers
MRI Reconstruction
Magnetic Resonance Fingerprinting
0
benchmarks
5
papers
Magnetic Resonance Fingerprinting
Magnetic Resonance Fingerprinting
0
benchmarks
5
papers
Physiological Computing
Physiological Computing
0
benchmarks
6
papers
Signal Processing
Physiological Computing
0
benchmarks
6
papers
Acne Severity Grading
Acne Severity Grading
1
benchmarks
5
papers
Brain Morphometry
Brain Morphometry
0
benchmarks
4
papers
Kidney Function
Kidney Function
1
benchmarks
4
papers
Blood Cell Detection
Blood Cell Detection
0
benchmarks
4
papers
Multi-Label Classification Of Biomedical Texts
Multi-Label Classification Of Biomedical Texts
2
benchmarks
4
papers
Phenotype classification
Phenotype classification
1
benchmarks
3
papers
Surgical Gesture Recognition
Surgical Gesture Recognition
0
benchmarks
5
papers
Transcription Factor Binding Site Prediction
Transcription Factor Binding Site Prediction
0
benchmarks
1
papers
Epilepsy Prediction
Epilepsy Prediction
1
benchmarks
2
papers
Genome Understanding
Genome Understanding
0
benchmarks
3
papers
Immune Repertoire Classification
Immune Repertoire Classification
0
benchmarks
3
papers
Medical Procedure
Medical Procedure
1
benchmarks
3
papers
Optic Cup Segmentation
Optic Cup Segmentation
1
benchmarks
3
papers
Pain Intensity Regression
Pain Intensity Regression
1
benchmarks
1
papers
Protein-Ligand Affinity Prediction
MHC presentation prediction
0
benchmarks
2
papers
Pulmonary Embolism Detection
Pulmonary Embolism Detection
1
benchmarks
2
papers
Single-cell modeling
Single-cell modeling
0
benchmarks
2
papers
Splice Site Prediction
Splice Site Prediction
1
benchmarks
3
papers
Anxiety Detection
Anxiety Detection
1
benchmarks
2
papers
Chemical Entity Recognition
Chemical Entity Recognition
0
benchmarks
2
papers
Chemical-Protein Interaction Extraction
Chemical-Protein Interaction Extraction
0
benchmarks
2
papers
Circulatory Failure
Circulatory Failure
1
benchmarks
1
papers
Diabetic Foot Ulcer Detection
Diabetic Foot Ulcer Detection
0
benchmarks
2
papers
Fovea Detection
Fovea Detection
4
benchmarks
2
papers
Participant Intervention Comparison Outcome Extraction
Participant Intervention Comparison Outcome Extraction
1
benchmarks
2
papers
Surgical Skills Evaluation
Surgical Skills Evaluation
2
benchmarks
3
papers
Automated Pulmonary Nodule Detection And Classification
Pulmonary Nodules Classification
0
benchmarks
1
papers
Bladder Segmentation
Bladder Segmentation
0
benchmarks
0
papers
Breast Tissue Identification
Breast Tissue Identification
1
benchmarks
1
papers
Cancer Metastasis Detection
Cancer Metastasis Detection
0
benchmarks
1
papers
Catalytic activity prediction
Catalytic activity prediction
0
benchmarks
1
papers
Cervical cancer biopsy identification
Cervical cancer biopsy identification
1
benchmarks
1
papers
Domain/Motif Prediction
Domain/Motif Prediction
0
benchmarks
1
papers
ECG Patient Identification
ECG Patient Identification (gallery-probe)
3
benchmarks
1
papers
Epigenetic Marks Prediction
Epigenetic Marks Prediction
1
benchmarks
1
papers
Forward reaction prediction
Forward reaction prediction
0
benchmarks
1
papers
Functional Description Generation
Functional Description Generation
0
benchmarks
1
papers
Knee Osteoarthritis Prediction
Knee Osteoarthritis Prediction
0
benchmarks
1
papers
Medical Super-Resolution
Medical Super-Resolution
0
benchmarks
1
papers
Molecule Interpretation
Molecule Interpretation
0
benchmarks
0
papers
Optic Disc Detection
Optic Disc Detection
2
benchmarks
1
papers
Population Assignment
Population Assignment
0
benchmarks
0
papers
Pulse wave simulation
Pulse wave simulation
0
benchmarks
1
papers
RNA 3D STRUCTURE PREDICTION
RNA 3D STRUCTURE PREDICTION
0
benchmarks
1
papers
Reagent Prediction
Reagent Prediction
1
benchmarks
3
papers
Respiratory Rate Estimation
Respiratory Rate Estimation
0
benchmarks
1
papers
Sequential Diagnosis
Sequential Diagnosis
0
benchmarks
1
papers
White Matter Fiber Tractography
White Matter Fiber Tractography
0
benchmarks
1
papers
breast density classification
breast density classification
0
benchmarks
1
papers
Age-Related Macular Degeneration Classification
Age-Related Macular Degeneration Classification
0
benchmarks
0
papers
Ecg Risk Stratification
Ecg Risk Stratification
1
benchmarks
0
papers
Malaria Risk Exposure Prediction
Malaria Risk Exposure Prediction
0
benchmarks
0
papers
Molecular Dynamics
Molecular Dynamics
0
benchmarks
0
papers
Motion Correction In Multishot Mri
Motion Correction In Multishot Mri
0
benchmarks
0
papers
Multi Diseases Detection
Multi Diseases Detection
0
benchmarks
0
papers
Muscular Movement Recognition
Muscular Movement Recognition
0
benchmarks
0
papers
Optic Cup Detection
Optic Cup Detection
1
benchmarks
0
papers
Photoplethysmogram simulation
Photoplethysmogram simulation
0
benchmarks
0
papers
DNA analysis
Chemical-Disease Interaction Extraction
Core Promoter Detection
Covid Variant Prediction
MonkeyPox Diagnosis
Promoter Detection