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Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology

AI Model Performance Benchmarks

Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology

Pharmacovigilance

50 papers | 0 benchmarks

SSVEP

50 papers | 0 benchmarks

Diabetic Retinopathy Detection

48 papers | 1 benchmarks

Metal Artifact Reduction

48 papers | 0 benchmarks

Skin Lesion Segmentation

48 papers | 3 benchmarks

EEG

47 papers | 0 benchmarks

Medical Image Analysis

47 papers | 0 benchmarks

Mitosis Detection

47 papers | 0 benchmarks

Electron Tomography

45 papers | 0 benchmarks

Tumor Segmentation

45 papers | 4 benchmarks

ERP

44 papers | 0 benchmarks

Brain Segmentation

43 papers | 1 benchmarks

Quantum Machine Learning

43 papers | 2 benchmarks

Skin Cancer Classification

43 papers | 1 benchmarks

Atrial Fibrillation Detection

42 papers | 2 benchmarks

Disease Prediction

42 papers | 0 benchmarks

3D Medical Imaging Segmentation

41 papers | 1 benchmarks

Diabetic Retinopathy Grading

41 papers | 1 benchmarks

Drug Response Prediction

41 papers | 2 benchmarks

Medical Image Retrieval

41 papers | 1 benchmarks

Photoplethysmography (PPG)

41 papers | 0 benchmarks

Histopathological Image Classification

40 papers | 0 benchmarks

ICU Admission

40 papers | 0 benchmarks

Brain Computer Interface

39 papers | 0 benchmarks

Decision Making Under Uncertainty

38 papers | 0 benchmarks

Medical Image Registration

38 papers | 4 benchmarks

Cardiac Segmentation

37 papers | 0 benchmarks

Iris Recognition

37 papers | 0 benchmarks

Iris Segmentation

37 papers | 3 benchmarks

Readmission Prediction

37 papers | 0 benchmarks

Electromyography (EMG)

36 papers | 0 benchmarks

Medical Image Segmentation

36 papers | 48 benchmarks

Motor Imagery

36 papers | 0 benchmarks

Liver Segmentation

35 papers | 1 benchmarks

Lung Nodule Classification

35 papers | 1 benchmarks

Image Deblurring

34 papers | 9 benchmarks

Magnetic Resonance Fingerprinting

34 papers | 0 benchmarks

Retinal Vessel Segmentation

34 papers | 10 benchmarks

Sleep Stage Detection

34 papers | 16 benchmarks

Arrhythmia Detection

33 papers | 5 benchmarks

Deformable Medical Image Registration

33 papers | 0 benchmarks

Single-step retrosynthesis

33 papers | 1 benchmarks

Skull Stripping

33 papers | 0 benchmarks

Brain Image Segmentation

32 papers | 6 benchmarks

ICU Mortality

32 papers | 1 benchmarks

3D Molecule Generation

31 papers | 0 benchmarks

Nuclear Segmentation

31 papers | 1 benchmarks

Heart rate estimation

29 papers | 5 benchmarks

Mortality Prediction

29 papers | 2 benchmarks

Drug Discovery

28 papers | 28 benchmarks

Heartbeat Classification

28 papers | 3 benchmarks

Kidney Function

28 papers | 1 benchmarks

Length-of-Stay prediction

28 papers | 2 benchmarks

Blood pressure estimation

27 papers | 2 benchmarks

Diabetes Prediction

27 papers | 1 benchmarks

Lung Nodule Segmentation

27 papers | 5 benchmarks

Mamba

27 papers | 0 benchmarks

Medical Code Prediction

27 papers | 7 benchmarks

EEG Signal Classification

26 papers | 1 benchmarks

Protein Secondary Structure Prediction

26 papers | 8 benchmarks

Automatic Sleep Stage Classification

25 papers | 2 benchmarks

Protein Function Prediction

25 papers | 3 benchmarks

Molecule Captioning

24 papers | 2 benchmarks

Respiratory Failure

24 papers | 1 benchmarks

Clinical Concept Extraction

23 papers | 1 benchmarks

Ischemic Stroke Lesion Segmentation

23 papers | 0 benchmarks

Skin Lesion Classification

23 papers | 2 benchmarks

Text-to-Image Generation

23 papers | 13 benchmarks

de novo peptide sequencing

22 papers | 0 benchmarks

Medical Procedure

22 papers | 1 benchmarks

Heart Rate Variability

21 papers | 0 benchmarks

Property Prediction

21 papers | 1 benchmarks

Acoustic echo cancellation

20 papers | 0 benchmarks

CT Reconstruction

20 papers | 0 benchmarks

Sleep apnea detection

20 papers | 2 benchmarks

Cell Segmentation

19 papers | 9 benchmarks

Lung Disease Classification

19 papers | 0 benchmarks

Molecular Docking

19 papers | 0 benchmarks

Predicting Patient Outcomes

19 papers | 1 benchmarks

Medical Image Generation

18 papers | 5 benchmarks

Blind Docking

17 papers | 2 benchmarks

Breast Cancer Histology Image Classification

17 papers | 2 benchmarks

Eeg Decoding

17 papers | 1 benchmarks

Tumour Classification

17 papers | 0 benchmarks

Computational chemistry

16 papers | 0 benchmarks

Computational Phenotyping

15 papers | 0 benchmarks

Medical Diagnosis

15 papers | 2 benchmarks

Medical Relation Extraction

15 papers | 2 benchmarks

Myocardial infarction detection

15 papers | 2 benchmarks

Tomographic Reconstructions

15 papers | 0 benchmarks

Breast Cancer Detection

14 papers | 4 benchmarks

Multi-tissue Nucleus Segmentation

14 papers | 3 benchmarks

Patient Phenotyping

14 papers | 1 benchmarks

Surgical Gesture Recognition

14 papers | 0 benchmarks

Text-based de novo Molecule Generation

14 papers | 1 benchmarks

Breast Tumour Classification

13 papers | 1 benchmarks

Medical Concept Normalization

13 papers | 3 benchmarks

Phenotype classification

13 papers | 1 benchmarks

Seizure Detection

13 papers | 2 benchmarks

Semi-supervised Medical Image Classification

13 papers | 1 benchmarks

Sequential Diagnosis

13 papers | 0 benchmarks

Skin Cancer Segmentation

13 papers | 2 benchmarks

Nuclei Classification

12 papers | 0 benchmarks

Physiological Computing

12 papers | 0 benchmarks

Protein Language Model

12 papers | 1 benchmarks

Anxiety Detection

11 papers | 1 benchmarks

Chemical Reaction Prediction

11 papers | 1 benchmarks

Classification Of Breast Cancer Histology Images

11 papers | 0 benchmarks

COVID-19 Diagnosis

11 papers | 7 benchmarks

Diffeomorphic Medical Image Registration

11 papers | 3 benchmarks

DNA analysis

11 papers | 0 benchmarks

ECG Denoising

11 papers | 2 benchmarks

Lesion Segmentation

11 papers | 10 benchmarks

Low-Dose X-Ray Ct Reconstruction

11 papers | 1 benchmarks

Placenta Segmentation

11 papers | 0 benchmarks

Antibody-antigen binding prediction

10 papers | 4 benchmarks

BIRL

10 papers | 1 benchmarks

Brain Decoding

10 papers | 2 benchmarks

ECG Classification

10 papers | 5 benchmarks

Infant Brain Mri Segmentation

10 papers | 1 benchmarks

Photoplethysmography (PPG) heart rate estimation

10 papers | 3 benchmarks

Pulmonary Embolism Detection

10 papers | 1 benchmarks

Blood Cell Detection

9 papers | 0 benchmarks

Brain Morphometry

9 papers | 0 benchmarks

Brain Tumor Segmentation

9 papers | 11 benchmarks

Colorectal Gland Segmentation:

9 papers | 2 benchmarks

Respiratory Rate Estimation

9 papers | 0 benchmarks

Sleep Staging

9 papers | 0 benchmarks

Automated Pancreas Segmentation

8 papers | 0 benchmarks

EMG Gesture Recognition

8 papers | 0 benchmarks

Fovea Detection

8 papers | 4 benchmarks

Lung Nodule Detection

8 papers | 2 benchmarks

Optic Cup Segmentation

8 papers | 1 benchmarks

Pneumonia Detection

8 papers | 3 benchmarks

Spindle Detection

8 papers | 4 benchmarks

Acne Severity Grading

7 papers | 1 benchmarks

Automatic Liver And Tumor Segmentation

7 papers | 0 benchmarks

Brain Lesion Segmentation From Mri

7 papers | 0 benchmarks

Organ Detection

7 papers | 0 benchmarks

QRS Complex Detection

7 papers | 3 benchmarks

Sleep Quality

7 papers | 1 benchmarks

SpO2 estimation

7 papers | 3 benchmarks

Talking Face Generation

7 papers | 2 benchmarks

Voice pathology detection

7 papers | 2 benchmarks

Alzheimer's Disease Detection

6 papers | 1 benchmarks

breast density classification

6 papers | 0 benchmarks

Disease Trajectory Forecasting

6 papers | 1 benchmarks

Lung Cancer Diagnosis

6 papers | 2 benchmarks

Multi-Label Classification Of Biomedical Texts

6 papers | 2 benchmarks

Multimodal Sleep Stage Detection

6 papers | 4 benchmarks

Noise Estimation

6 papers | 1 benchmarks

Optic Disc Detection

6 papers | 2 benchmarks

Seizure prediction

6 papers | 1 benchmarks

Sleep Arousal Detection

6 papers | 2 benchmarks

Splice Site Prediction

6 papers | 1 benchmarks

Circulatory Failure

5 papers | 1 benchmarks

DeepFake Detection

5 papers | 11 benchmarks

Genetic Risk Prediction

5 papers | 0 benchmarks

Pain Intensity Regression

5 papers | 1 benchmarks

Pancreas Segmentation

5 papers | 2 benchmarks

RNA 3D STRUCTURE PREDICTION

5 papers | 0 benchmarks

Sleep Micro-event detection

5 papers | 0 benchmarks

TDC ADMET Benchmarking Group

5 papers | 1 benchmarks

Bladder Segmentation

4 papers | 0 benchmarks

Epidemiology

4 papers | 0 benchmarks

Epilepsy Prediction

4 papers | 1 benchmarks

Genome Understanding

4 papers | 0 benchmarks

K-complex detection

4 papers | 1 benchmarks

MHC presentation prediction

4 papers | 0 benchmarks

Multi-Subject Fmri Data Alignment

4 papers | 0 benchmarks

Reagent Prediction

4 papers | 1 benchmarks

Single-cell modeling

4 papers | 0 benchmarks

Sleep Quality Prediction

4 papers | 0 benchmarks

Therapeutics Data Commons

4 papers | 0 benchmarks

Volumetric Medical Image Segmentation

4 papers | 1 benchmarks

Cancer Metastasis Detection

3 papers | 0 benchmarks

Chemical Entity Recognition

3 papers | 0 benchmarks

Chemical-Protein Interaction Extraction

3 papers | 0 benchmarks

Diabetic Foot Ulcer Detection

3 papers | 0 benchmarks

Forward reaction prediction

3 papers | 1 benchmarks

Immune Repertoire Classification

3 papers | 0 benchmarks

MonkeyPox Diagnosis

3 papers | 0 benchmarks

Motion Correction In Multishot Mri

3 papers | 0 benchmarks

Multi-Focus Microscopical Images Fusion

3 papers | 0 benchmarks

Participant Intervention Comparison Outcome Extraction

3 papers | 1 benchmarks

Protein Design

3 papers | 2 benchmarks

Pulmonary Nodules Classification

3 papers | 0 benchmarks

Remaining Length of Stay

3 papers | 1 benchmarks

Respiratory motion forecasting

3 papers | 0 benchmarks

Skin Lesion Identification

3 papers | 0 benchmarks

Surgical Skills Evaluation

3 papers | 2 benchmarks

Synthetic Data Generation

3 papers | 2 benchmarks

Transcription Factor Binding Site Prediction

3 papers | 1 benchmarks

Whole Mammogram Classification

3 papers | 0 benchmarks

Acute Stroke Lesion Segmentation

2 papers | 1 benchmarks

ALS Detection

2 papers | 1 benchmarks

Artery/Veins Retinal Vessel Segmentation

2 papers | 2 benchmarks

Automated Pulmonary Nodule Detection And Classification

2 papers | 0 benchmarks

Bone Suppression From Dual Energy Chest X-Rays

2 papers | 0 benchmarks

Breast Mass Segmentation In Whole Mammograms

2 papers | 0 benchmarks

Breast Tissue Identification

2 papers | 1 benchmarks

ECG QRS Detection

2 papers | 0 benchmarks

Ecg Risk Stratification

2 papers | 1 benchmarks

ECG Wave Delineation

2 papers | 1 benchmarks

EMG Signal Prediction

2 papers | 1 benchmarks

Hypertension detection

2 papers | 0 benchmarks

Malaria Risk Exposure Prediction

2 papers | 0 benchmarks

Mass Segmentation From Mammograms

2 papers | 0 benchmarks

Medical X-Ray Image Segmentation

2 papers | 0 benchmarks

mental arithmetic task

2 papers | 0 benchmarks

Multiple Sequence Alignment

2 papers | 3 benchmarks

Muscle Force Prediction

2 papers | 1 benchmarks

Muscular Movement Recognition

2 papers | 0 benchmarks

Oral Cancer Classification

2 papers | 0 benchmarks

Photoplethysmography (PPG) beat detection

2 papers | 1 benchmarks

Quantum State Tomography

2 papers | 0 benchmarks

Retrosynthesis

2 papers | 1 benchmarks

Semantic Segmentation Of Orthoimagery

2 papers | 0 benchmarks

Splenomegaly Segmentation On Multi-Modal Mri

2 papers | 0 benchmarks

White Matter Fiber Tractography

2 papers | 0 benchmarks

Atrial Fibrillation

1 papers | 0 benchmarks

Atrial Fibrillation Recurrence Estimation

1 papers | 0 benchmarks

Brain Ventricle Localization And Segmentation In 3D Ultrasound Images

1 papers | 0 benchmarks

Cancer

1 papers | 0 benchmarks

Catalytic activity prediction

1 papers | 0 benchmarks

Cbct Artifact Reduction

1 papers | 0 benchmarks

Cerebrovascular Network Segmentation

1 papers | 0 benchmarks

Cervical cancer biopsy identification

1 papers | 1 benchmarks

Cervical Nucleus Detection

1 papers | 0 benchmarks

Cervical Spondylosis Identification

1 papers | 0 benchmarks

Chemical-Disease Interaction Extraction

1 papers | 0 benchmarks

Age-Related Macular Degeneration Classification

1 papers | 0 benchmarks

Colon Cancer Detection In Confocal Laser Microscopy Images

1 papers | 0 benchmarks

Congestive Heart Failure detection

1 papers | 2 benchmarks

Core Promoter Detection

1 papers | 1 benchmarks

Covid Variant Prediction

1 papers | 1 benchmarks

Discovery Of Integrative Cancer Subtypes

1 papers | 0 benchmarks

Domain/Motif Prediction

1 papers | 0 benchmarks

ECG Patient Identification

1 papers | 0 benchmarks

ECG Patient Identification (gallery-probe)

1 papers | 3 benchmarks

Epigenetic Marks Prediction

1 papers | 1 benchmarks

Finding Pulmonary Nodules In Large-Scale Ct Images

1 papers | 0 benchmarks

Functional Description Generation

1 papers | 0 benchmarks

Joint Vertebrae Identification And Localization In Spinal Ct Images

1 papers | 0 benchmarks

Knee Osteoarthritis Prediction

1 papers | 0 benchmarks

lifetime image denoising

1 papers | 0 benchmarks

Mammogram

1 papers | 0 benchmarks

Mammographic Breast Positioning Assessment

1 papers | 0 benchmarks

Mapping Of Lung Nodules In Low-Dose Ct Images

1 papers | 0 benchmarks

Medial knee JRF Prediction

1 papers | 1 benchmarks

Medical Image Classification

1 papers | 10 benchmarks

Medical Report Generation

1 papers | 3 benchmarks

Medical Super-Resolution

1 papers | 0 benchmarks

Medical waveform analysis

1 papers | 0 benchmarks

Molecular Dynamics

1 papers | 0 benchmarks

Molecular geometry optimization

1 papers | 0 benchmarks

Molecule Interpretation

1 papers | 0 benchmarks

Multi Diseases Detection

1 papers | 0 benchmarks

Muscle Tendon Junction Identification

1 papers | 2 benchmarks

Odor Descriptor Prediction

1 papers | 1 benchmarks

Optic Cup Detection

1 papers | 1 benchmarks

Outcome Prediction In Multimodal Mri

1 papers | 0 benchmarks

Patient Outcomes

1 papers | 0 benchmarks

Photoplethysmogram simulation

1 papers | 0 benchmarks

Population Assignment

1 papers | 0 benchmarks

Prediction Of Cancer Cell Line Sensitivity

1 papers | 0 benchmarks

Promoter Detection

1 papers | 1 benchmarks

Protein complex prediction

1 papers | 0 benchmarks

Pulse wave simulation

1 papers | 0 benchmarks

Radiologist Binary Classification

1 papers | 0 benchmarks

Radiomics-based Classification

1 papers | 0 benchmarks

Registration Of Sparse Clinical Images

1 papers | 0 benchmarks

Shadow Confidence Maps In Ultrasound Imaging

1 papers | 0 benchmarks

Skin

1 papers | 0 benchmarks

Synthesizing Multi-Parameter Magnetic Resonance Imaging (Mp-Mri) Data

1 papers | 0 benchmarks

Tomography

1 papers | 0 benchmarks

Transcription Factor Binding Site Prediction (Human)

1 papers | 1 benchmarks

Transcription Factor Binding Site Prediction (Mouse)

1 papers | 1 benchmarks

Ultrasound

1 papers | 1 benchmarks

Ventricular fibrillation detection

1 papers | 0 benchmarks

Within-Session ERP

1 papers | 15 benchmarks

Within-Session Motor Imagery

1 papers | 0 benchmarks

Within-Session Motor Imagery (all classes)

1 papers | 6 benchmarks

Within-Session Motor Imagery (left hand vs. right hand)

1 papers | 10 benchmarks

Within-Session Motor Imagery (right hand vs. feet)

1 papers | 9 benchmarks

Within-Session SSVEP

1 papers | 7 benchmarks

X-Ray

1 papers | 0 benchmarks

X-ray Visual Question Answering

1 papers | 1 benchmarks