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