Medical
主流 AI 模型在各任务上的性能指标比较，展示最前沿的技术水平
AI 模型性能基准
主流 AI 模型在各任务上的性能指标比较，展示最前沿的技术水平
Pharmacovigilance
50 篇论文 | 0 个基准测试
SSVEP
50 篇论文 | 0 个基准测试
Diabetic Retinopathy Detection
48 篇论文 | 1 个基准测试
Metal Artifact Reduction
48 篇论文 | 0 个基准测试
Skin Lesion Segmentation
48 篇论文 | 3 个基准测试
EEG
47 篇论文 | 0 个基准测试
Medical Image Analysis
47 篇论文 | 0 个基准测试
Mitosis Detection
47 篇论文 | 0 个基准测试
Electron Tomography
45 篇论文 | 0 个基准测试
Tumor Segmentation
45 篇论文 | 4 个基准测试
ERP
44 篇论文 | 0 个基准测试
Brain Segmentation
43 篇论文 | 1 个基准测试
Quantum Machine Learning
43 篇论文 | 2 个基准测试
Skin Cancer Classification
43 篇论文 | 1 个基准测试
Atrial Fibrillation Detection
42 篇论文 | 2 个基准测试
Disease Prediction
42 篇论文 | 0 个基准测试
3D Medical Imaging Segmentation
41 篇论文 | 1 个基准测试
Diabetic Retinopathy Grading
41 篇论文 | 1 个基准测试
Drug Response Prediction
41 篇论文 | 2 个基准测试
Medical Image Retrieval
41 篇论文 | 1 个基准测试
Photoplethysmography (PPG)
41 篇论文 | 0 个基准测试
Histopathological Image Classification
40 篇论文 | 0 个基准测试
ICU Admission
40 篇论文 | 0 个基准测试
Brain Computer Interface
39 篇论文 | 0 个基准测试
Decision Making Under Uncertainty
38 篇论文 | 0 个基准测试
Medical Image Registration
38 篇论文 | 4 个基准测试
Cardiac Segmentation
37 篇论文 | 0 个基准测试
Iris Recognition
37 篇论文 | 0 个基准测试
Iris Segmentation
37 篇论文 | 3 个基准测试
Readmission Prediction
37 篇论文 | 0 个基准测试
Electromyography (EMG)
36 篇论文 | 0 个基准测试
Medical Image Segmentation
36 篇论文 | 48 个基准测试
Motor Imagery
36 篇论文 | 0 个基准测试
Liver Segmentation
35 篇论文 | 1 个基准测试
Lung Nodule Classification
35 篇论文 | 1 个基准测试
Image Deblurring
34 篇论文 | 9 个基准测试
Magnetic Resonance Fingerprinting
34 篇论文 | 0 个基准测试
Retinal Vessel Segmentation
34 篇论文 | 10 个基准测试
Sleep Stage Detection
34 篇论文 | 16 个基准测试
Arrhythmia Detection
33 篇论文 | 5 个基准测试
Deformable Medical Image Registration
33 篇论文 | 0 个基准测试
Single-step retrosynthesis
33 篇论文 | 1 个基准测试
Skull Stripping
33 篇论文 | 0 个基准测试
Brain Image Segmentation
32 篇论文 | 6 个基准测试
ICU Mortality
32 篇论文 | 1 个基准测试
3D Molecule Generation
31 篇论文 | 0 个基准测试
Nuclear Segmentation
31 篇论文 | 1 个基准测试
Heart rate estimation
29 篇论文 | 5 个基准测试
Mortality Prediction
29 篇论文 | 2 个基准测试
Drug Discovery
28 篇论文 | 28 个基准测试
Heartbeat Classification
28 篇论文 | 3 个基准测试
Kidney Function
28 篇论文 | 1 个基准测试
Length-of-Stay prediction
28 篇论文 | 2 个基准测试
Blood pressure estimation
27 篇论文 | 2 个基准测试
Diabetes Prediction
27 篇论文 | 1 个基准测试
Lung Nodule Segmentation
27 篇论文 | 5 个基准测试
Mamba
27 篇论文 | 0 个基准测试
Medical Code Prediction
27 篇论文 | 7 个基准测试
EEG Signal Classification
26 篇论文 | 1 个基准测试
Protein Secondary Structure Prediction
26 篇论文 | 8 个基准测试
Automatic Sleep Stage Classification
25 篇论文 | 2 个基准测试
Protein Function Prediction
25 篇论文 | 3 个基准测试
Molecule Captioning
24 篇论文 | 2 个基准测试
Respiratory Failure
24 篇论文 | 1 个基准测试
Clinical Concept Extraction
23 篇论文 | 1 个基准测试
Ischemic Stroke Lesion Segmentation
23 篇论文 | 0 个基准测试
Skin Lesion Classification
23 篇论文 | 2 个基准测试
Text-to-Image Generation
23 篇论文 | 13 个基准测试
de novo peptide sequencing
22 篇论文 | 0 个基准测试
Medical Procedure
22 篇论文 | 1 个基准测试
Heart Rate Variability
21 篇论文 | 0 个基准测试
Property Prediction
21 篇论文 | 1 个基准测试
Acoustic echo cancellation
20 篇论文 | 0 个基准测试
CT Reconstruction
20 篇论文 | 0 个基准测试
Sleep apnea detection
20 篇论文 | 2 个基准测试
Cell Segmentation
19 篇论文 | 9 个基准测试
Lung Disease Classification
19 篇论文 | 0 个基准测试
Molecular Docking
19 篇论文 | 0 个基准测试
Predicting Patient Outcomes
19 篇论文 | 1 个基准测试
Medical Image Generation
18 篇论文 | 5 个基准测试
Blind Docking
17 篇论文 | 2 个基准测试
Breast Cancer Histology Image Classification
17 篇论文 | 2 个基准测试
Eeg Decoding
17 篇论文 | 1 个基准测试
Tumour Classification
17 篇论文 | 0 个基准测试
Computational chemistry
16 篇论文 | 0 个基准测试
Computational Phenotyping
15 篇论文 | 0 个基准测试
Medical Diagnosis
15 篇论文 | 2 个基准测试
Medical Relation Extraction
15 篇论文 | 2 个基准测试
Myocardial infarction detection
15 篇论文 | 2 个基准测试
Tomographic Reconstructions
15 篇论文 | 0 个基准测试
Breast Cancer Detection
14 篇论文 | 4 个基准测试
Multi-tissue Nucleus Segmentation
14 篇论文 | 3 个基准测试
Patient Phenotyping
14 篇论文 | 1 个基准测试
Surgical Gesture Recognition
14 篇论文 | 0 个基准测试
Text-based de novo Molecule Generation
14 篇论文 | 1 个基准测试
Breast Tumour Classification
13 篇论文 | 1 个基准测试
Medical Concept Normalization
13 篇论文 | 3 个基准测试
Phenotype classification
13 篇论文 | 1 个基准测试
Seizure Detection
13 篇论文 | 2 个基准测试
Semi-supervised Medical Image Classification
13 篇论文 | 1 个基准测试
Sequential Diagnosis
13 篇论文 | 0 个基准测试
Skin Cancer Segmentation
13 篇论文 | 2 个基准测试
Nuclei Classification
12 篇论文 | 0 个基准测试
Physiological Computing
12 篇论文 | 0 个基准测试
Protein Language Model
12 篇论文 | 1 个基准测试
Anxiety Detection
11 篇论文 | 1 个基准测试
Chemical Reaction Prediction
11 篇论文 | 1 个基准测试
Classification Of Breast Cancer Histology Images
11 篇论文 | 0 个基准测试
COVID-19 Diagnosis
11 篇论文 | 7 个基准测试
Diffeomorphic Medical Image Registration
11 篇论文 | 3 个基准测试
DNA analysis
11 篇论文 | 0 个基准测试
ECG Denoising
11 篇论文 | 2 个基准测试
Lesion Segmentation
11 篇论文 | 10 个基准测试
Low-Dose X-Ray Ct Reconstruction
11 篇论文 | 1 个基准测试
Placenta Segmentation
11 篇论文 | 0 个基准测试
Antibody-antigen binding prediction
10 篇论文 | 4 个基准测试
BIRL
10 篇论文 | 1 个基准测试
Brain Decoding
10 篇论文 | 2 个基准测试
ECG Classification
10 篇论文 | 5 个基准测试
Infant Brain Mri Segmentation
10 篇论文 | 1 个基准测试
Photoplethysmography (PPG) heart rate estimation
10 篇论文 | 3 个基准测试
Pulmonary Embolism Detection
10 篇论文 | 1 个基准测试
Blood Cell Detection
9 篇论文 | 0 个基准测试
Brain Morphometry
9 篇论文 | 0 个基准测试
Brain Tumor Segmentation
9 篇论文 | 11 个基准测试
Colorectal Gland Segmentation:
9 篇论文 | 2 个基准测试
Respiratory Rate Estimation
9 篇论文 | 0 个基准测试
Sleep Staging
9 篇论文 | 0 个基准测试
Automated Pancreas Segmentation
8 篇论文 | 0 个基准测试
EMG Gesture Recognition
8 篇论文 | 0 个基准测试
Fovea Detection
8 篇论文 | 4 个基准测试
Lung Nodule Detection
8 篇论文 | 2 个基准测试
Optic Cup Segmentation
8 篇论文 | 1 个基准测试
Pneumonia Detection
8 篇论文 | 3 个基准测试
Spindle Detection
8 篇论文 | 4 个基准测试
Acne Severity Grading
7 篇论文 | 1 个基准测试
Automatic Liver And Tumor Segmentation
7 篇论文 | 0 个基准测试
Brain Lesion Segmentation From Mri
7 篇论文 | 0 个基准测试
Organ Detection
7 篇论文 | 0 个基准测试
QRS Complex Detection
7 篇论文 | 3 个基准测试
Sleep Quality
7 篇论文 | 1 个基准测试
SpO2 estimation
7 篇论文 | 3 个基准测试
Talking Face Generation
7 篇论文 | 2 个基准测试
Voice pathology detection
7 篇论文 | 2 个基准测试
Alzheimer's Disease Detection
6 篇论文 | 1 个基准测试
breast density classification
6 篇论文 | 0 个基准测试
Disease Trajectory Forecasting
6 篇论文 | 1 个基准测试
Lung Cancer Diagnosis
6 篇论文 | 2 个基准测试
Multi-Label Classification Of Biomedical Texts
6 篇论文 | 2 个基准测试
Multimodal Sleep Stage Detection
6 篇论文 | 4 个基准测试
Noise Estimation
6 篇论文 | 1 个基准测试
Optic Disc Detection
6 篇论文 | 2 个基准测试
Seizure prediction
6 篇论文 | 1 个基准测试
Sleep Arousal Detection
6 篇论文 | 2 个基准测试
Splice Site Prediction
6 篇论文 | 1 个基准测试
Circulatory Failure
5 篇论文 | 1 个基准测试
DeepFake Detection
5 篇论文 | 11 个基准测试
Genetic Risk Prediction
5 篇论文 | 0 个基准测试
Pain Intensity Regression
5 篇论文 | 1 个基准测试
Pancreas Segmentation
5 篇论文 | 2 个基准测试
RNA 3D STRUCTURE PREDICTION
5 篇论文 | 0 个基准测试
Sleep Micro-event detection
5 篇论文 | 0 个基准测试
TDC ADMET Benchmarking Group
5 篇论文 | 1 个基准测试
Bladder Segmentation
4 篇论文 | 0 个基准测试
Epidemiology
4 篇论文 | 0 个基准测试
Epilepsy Prediction
4 篇论文 | 1 个基准测试
Genome Understanding
4 篇论文 | 0 个基准测试
K-complex detection
4 篇论文 | 1 个基准测试
MHC presentation prediction
4 篇论文 | 0 个基准测试
Multi-Subject Fmri Data Alignment
4 篇论文 | 0 个基准测试
Reagent Prediction
4 篇论文 | 1 个基准测试
Single-cell modeling
4 篇论文 | 0 个基准测试
Sleep Quality Prediction
4 篇论文 | 0 个基准测试
Therapeutics Data Commons
4 篇论文 | 0 个基准测试
Volumetric Medical Image Segmentation
4 篇论文 | 1 个基准测试
Cancer Metastasis Detection
3 篇论文 | 0 个基准测试
Chemical Entity Recognition
3 篇论文 | 0 个基准测试
Chemical-Protein Interaction Extraction
3 篇论文 | 0 个基准测试
Diabetic Foot Ulcer Detection
3 篇论文 | 0 个基准测试
Forward reaction prediction
3 篇论文 | 1 个基准测试
Immune Repertoire Classification
3 篇论文 | 0 个基准测试
MonkeyPox Diagnosis
3 篇论文 | 0 个基准测试
Motion Correction In Multishot Mri
3 篇论文 | 0 个基准测试
Multi-Focus Microscopical Images Fusion
3 篇论文 | 0 个基准测试
Participant Intervention Comparison Outcome Extraction
3 篇论文 | 1 个基准测试
Protein Design
3 篇论文 | 2 个基准测试
Pulmonary Nodules Classification
3 篇论文 | 0 个基准测试
Remaining Length of Stay
3 篇论文 | 1 个基准测试
Respiratory motion forecasting
3 篇论文 | 0 个基准测试
Skin Lesion Identification
3 篇论文 | 0 个基准测试
Surgical Skills Evaluation
3 篇论文 | 2 个基准测试
Synthetic Data Generation
3 篇论文 | 2 个基准测试
Transcription Factor Binding Site Prediction
3 篇论文 | 1 个基准测试
Whole Mammogram Classification
3 篇论文 | 0 个基准测试
Acute Stroke Lesion Segmentation
2 篇论文 | 1 个基准测试
ALS Detection
2 篇论文 | 1 个基准测试
Artery/Veins Retinal Vessel Segmentation
2 篇论文 | 2 个基准测试
Automated Pulmonary Nodule Detection And Classification
2 篇论文 | 0 个基准测试
Bone Suppression From Dual Energy Chest X-Rays
2 篇论文 | 0 个基准测试
Breast Mass Segmentation In Whole Mammograms
2 篇论文 | 0 个基准测试
Breast Tissue Identification
2 篇论文 | 1 个基准测试
ECG QRS Detection
2 篇论文 | 0 个基准测试
Ecg Risk Stratification
2 篇论文 | 1 个基准测试
ECG Wave Delineation
2 篇论文 | 1 个基准测试
EMG Signal Prediction
2 篇论文 | 1 个基准测试
Hypertension detection
2 篇论文 | 0 个基准测试
Malaria Risk Exposure Prediction
2 篇论文 | 0 个基准测试
Mass Segmentation From Mammograms
2 篇论文 | 0 个基准测试
Medical X-Ray Image Segmentation
2 篇论文 | 0 个基准测试
mental arithmetic task
2 篇论文 | 0 个基准测试
Multiple Sequence Alignment
2 篇论文 | 3 个基准测试
Muscle Force Prediction
2 篇论文 | 1 个基准测试
Muscular Movement Recognition
2 篇论文 | 0 个基准测试
Oral Cancer Classification
2 篇论文 | 0 个基准测试
Photoplethysmography (PPG) beat detection
2 篇论文 | 1 个基准测试
Quantum State Tomography
2 篇论文 | 0 个基准测试
Retrosynthesis
2 篇论文 | 1 个基准测试
Semantic Segmentation Of Orthoimagery
2 篇论文 | 0 个基准测试
Splenomegaly Segmentation On Multi-Modal Mri
2 篇论文 | 0 个基准测试
White Matter Fiber Tractography
2 篇论文 | 0 个基准测试
Atrial Fibrillation
1 篇论文 | 0 个基准测试
Atrial Fibrillation Recurrence Estimation
1 篇论文 | 0 个基准测试
Brain Ventricle Localization And Segmentation In 3D Ultrasound Images
1 篇论文 | 0 个基准测试
Cancer
1 篇论文 | 0 个基准测试
Catalytic activity prediction
1 篇论文 | 0 个基准测试
Cbct Artifact Reduction
1 篇论文 | 0 个基准测试
Cerebrovascular Network Segmentation
1 篇论文 | 0 个基准测试
Cervical cancer biopsy identification
1 篇论文 | 1 个基准测试
Cervical Nucleus Detection
1 篇论文 | 0 个基准测试
Cervical Spondylosis Identification
1 篇论文 | 0 个基准测试
Chemical-Disease Interaction Extraction
1 篇论文 | 0 个基准测试
Age-Related Macular Degeneration Classification
1 篇论文 | 0 个基准测试
Colon Cancer Detection In Confocal Laser Microscopy Images
1 篇论文 | 0 个基准测试
Congestive Heart Failure detection
1 篇论文 | 2 个基准测试
Core Promoter Detection
1 篇论文 | 1 个基准测试
Covid Variant Prediction
1 篇论文 | 1 个基准测试
Discovery Of Integrative Cancer Subtypes
1 篇论文 | 0 个基准测试
Domain/Motif Prediction
1 篇论文 | 0 个基准测试
ECG Patient Identification
1 篇论文 | 0 个基准测试
ECG Patient Identification (gallery-probe)
1 篇论文 | 3 个基准测试
Epigenetic Marks Prediction
1 篇论文 | 1 个基准测试
Finding Pulmonary Nodules In Large-Scale Ct Images
1 篇论文 | 0 个基准测试
Functional Description Generation
1 篇论文 | 0 个基准测试
Joint Vertebrae Identification And Localization In Spinal Ct Images
1 篇论文 | 0 个基准测试
Knee Osteoarthritis Prediction
1 篇论文 | 0 个基准测试
lifetime image denoising
1 篇论文 | 0 个基准测试
Mammogram
1 篇论文 | 0 个基准测试
Mammographic Breast Positioning Assessment
1 篇论文 | 0 个基准测试
Mapping Of Lung Nodules In Low-Dose Ct Images
1 篇论文 | 0 个基准测试
Medial knee JRF Prediction
1 篇论文 | 1 个基准测试
Medical Image Classification
1 篇论文 | 10 个基准测试
Medical Report Generation
1 篇论文 | 3 个基准测试
Medical Super-Resolution
1 篇论文 | 0 个基准测试
Medical waveform analysis
1 篇论文 | 0 个基准测试
Molecular Dynamics
1 篇论文 | 0 个基准测试
Molecular geometry optimization
1 篇论文 | 0 个基准测试
Molecule Interpretation
1 篇论文 | 0 个基准测试
Multi Diseases Detection
1 篇论文 | 0 个基准测试
Muscle Tendon Junction Identification
1 篇论文 | 2 个基准测试
Odor Descriptor Prediction
1 篇论文 | 1 个基准测试
Optic Cup Detection
1 篇论文 | 1 个基准测试
Outcome Prediction In Multimodal Mri
1 篇论文 | 0 个基准测试
Patient Outcomes
1 篇论文 | 0 个基准测试
Photoplethysmogram simulation
1 篇论文 | 0 个基准测试
Population Assignment
1 篇论文 | 0 个基准测试
Prediction Of Cancer Cell Line Sensitivity
1 篇论文 | 0 个基准测试
Promoter Detection
1 篇论文 | 1 个基准测试
Protein complex prediction
1 篇论文 | 0 个基准测试
Pulse wave simulation
1 篇论文 | 0 个基准测试
Radiologist Binary Classification
1 篇论文 | 0 个基准测试
Radiomics-based Classification
1 篇论文 | 0 个基准测试
Registration Of Sparse Clinical Images
1 篇论文 | 0 个基准测试
Shadow Confidence Maps In Ultrasound Imaging
1 篇论文 | 0 个基准测试
Skin
1 篇论文 | 0 个基准测试
Synthesizing Multi-Parameter Magnetic Resonance Imaging (Mp-Mri) Data
1 篇论文 | 0 个基准测试
Tomography
1 篇论文 | 0 个基准测试
Transcription Factor Binding Site Prediction (Human)
1 篇论文 | 1 个基准测试
Transcription Factor Binding Site Prediction (Mouse)
1 篇论文 | 1 个基准测试
Ultrasound
1 篇论文 | 1 个基准测试
Ventricular fibrillation detection
1 篇论文 | 0 个基准测试
Within-Session ERP
1 篇论文 | 15 个基准测试
Within-Session Motor Imagery
1 篇论文 | 0 个基准测试
Within-Session Motor Imagery (all classes)
1 篇论文 | 6 个基准测试
Within-Session Motor Imagery (left hand vs. right hand)
1 篇论文 | 10 个基准测试
Within-Session Motor Imagery (right hand vs. feet)
1 篇论文 | 9 个基准测试
Within-Session SSVEP
1 篇论文 | 7 个基准测试
X-Ray
1 篇论文 | 0 个基准测试
X-ray Visual Question Answering
1 篇论文 | 1 个基准测试