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40,176 benchmarks across 2,101 tasks

All Methodology Computer Vision Natural Language Processing Medical Miscellaneous Time Series Graphs Robots Knowledge Base Adversarial Audio Speech Playing Games Reasoning Computer Code Music

Medical

Language Modelling

111 benchmarks

17610 papers

Semantic Segmentation

613 benchmarks

14763 papers

Image Generation

567 benchmarks

6689 papers

EEG

0 benchmarks

2431 papers

Image Reconstruction

72 benchmarks

2143 papers

Medical Image Segmentation

341 benchmarks

2089 papers

Medical Image Analysis

1 benchmarks

1360 papers

Drug Discovery

68 benchmarks

1337 papers

Image Denoising

34 benchmarks

1220 papers

Synthetic Data Generation

6 benchmarks

822 papers

Medical Diagnosis

9 benchmarks

714 papers

Quantum Machine Learning

2 benchmarks

699 papers

MRI Reconstruction

14 benchmarks

441 papers

Epidemiology

0 benchmarks

425 papers

Medical Image Classification

20 benchmarks

424 papers

Disease Prediction

10 benchmarks

261 papers

COVID-19 Diagnosis

16 benchmarks

211 papers

Medical Image Registration

18 benchmarks

198 papers

Mortality Prediction

6 benchmarks

189 papers

Protein Structure Prediction

4 benchmarks

188 papers

Seizure Detection

2 benchmarks

175 papers

Protein Design

4 benchmarks

175 papers

Photoplethysmography (PPG)

40 benchmarks

148 papers

Retinal Vessel Segmentation

47 benchmarks

139 papers

Iris Recognition

0 benchmarks

139 papers

Brain Decoding

116 benchmarks

118 papers

ECG Classification

40 benchmarks

116 papers

Noise Estimation

2 benchmarks

114 papers

Retrosynthesis

4 benchmarks

110 papers

Electromyography (EMG)

7 benchmarks

94 papers

3D Classification

12 benchmarks

79 papers

Protein Function Prediction

14 benchmarks

79 papers

Medical Image Generation

5 benchmarks

78 papers

Eeg Decoding

2 benchmarks

74 papers

Acoustic echo cancellation

0 benchmarks

69 papers

Pneumonia Detection

5 benchmarks

63 papers

Lung Nodule Detection

4 benchmarks

59 papers

Seizure prediction

1 benchmarks

57 papers

Diabetic Retinopathy Detection

1 benchmarks

53 papers

Diabetic Retinopathy Grading

3 benchmarks

44 papers

3D Medical Imaging Segmentation

6 benchmarks

41 papers

Histopathological Image Classification

0 benchmarks

40 papers

Lung Nodule Classification

7 benchmarks

35 papers

Sleep Stage Detection

44 benchmarks

34 papers

Single-step retrosynthesis

6 benchmarks

34 papers

Diabetes Prediction

1 benchmarks

31 papers

3D Face Modelling

495 benchmarks

31 papers

Blood pressure estimation

40 benchmarks

29 papers

Kidney Function

1 benchmarks

29 papers

Length-of-Stay prediction

4 benchmarks

28 papers

Medical Code Prediction

46 benchmarks

27 papers

Protein Secondary Structure Prediction

12 benchmarks

26 papers

Respiratory Failure

2 benchmarks

26 papers

Automatic Sleep Stage Classification

6 benchmarks

25 papers

Molecule Captioning

13 benchmarks

25 papers

Landmark Tracking

2 benchmarks

24 papers

Clinical Concept Extraction

1 benchmarks

24 papers

Lung Disease Classification

0 benchmarks

24 papers

Medical Procedure

1 benchmarks

23 papers

Computational Phenotyping

1 benchmarks

18 papers

Tumour Classification

0 benchmarks

17 papers

Biomedical Information Retrieval

7 benchmarks

15 papers

Medical Relation Extraction

2 benchmarks

15 papers

Multi-tissue Nucleus Segmentation

10 benchmarks

14 papers

Surgical Gesture Recognition

0 benchmarks

14 papers

Text-based de novo Molecule Generation

10 benchmarks

14 papers

Chemical Reaction Prediction

4 benchmarks

14 papers

Breast Tumour Classification

2 benchmarks

13 papers

Anxiety Detection

1 benchmarks

12 papers

Physiological Computing

0 benchmarks

12 papers

Colorectal Gland Segmentation:

4 benchmarks

9 papers

Blood Cell Detection

0 benchmarks

9 papers

Fovea Detection

4 benchmarks

8 papers

Optic Cup Segmentation

1 benchmarks

8 papers

EMG Gesture Recognition

0 benchmarks

8 papers

Voice pathology detection

2 benchmarks

8 papers

Acne Severity Grading

1 benchmarks

7 papers

Medical Genetics

1 benchmarks

7 papers

Splice Site Prediction

1 benchmarks

7 papers

Document Text Classification

31 benchmarks

6 papers

Optic Disc Detection

2 benchmarks

6 papers

Genome Understanding

0 benchmarks

6 papers

Multi-Label Classification Of Biomedical Texts

2 benchmarks

6 papers

Circulatory Failure

2 benchmarks

5 papers

Epilepsy Prediction

1 benchmarks

4 papers

Drug ATC Classification

10 benchmarks

3 papers

Participant Intervention Comparison Outcome Extraction

1 benchmarks

3 papers

Surgical Skills Evaluation

4 benchmarks

3 papers

Chemical Entity Recognition

0 benchmarks

3 papers

Information Extraction

85 benchmarks

3 papers

Motion Correction In Multishot Mri

0 benchmarks

3 papers

Promoter Detection

1 benchmarks

2 papers

X-ray Visual Question Answering

1 benchmarks

2 papers

Covid Variant Prediction

1 benchmarks

1 papers

Optic Cup Detection

1 benchmarks

1 papers

ECG Patient Identification

3 benchmarks

1 papers

Epigenetic Marks Prediction

1 benchmarks

1 papers

Lung Nodule 3D Classification

1 benchmarks

1 papers

Core Promoter Detection

1 benchmarks

1 papers

Malaria Risk Exposure Prediction

0 benchmarks

0 papers

Single-cell modeling

0 benchmarks

0 papers

X-Ray

2 benchmarks

0 papers

Cancer

11 benchmarks

0 papers

Sleep Quality

76 benchmarks

0 papers

Sequential Diagnosis

0 benchmarks

0 papers

Patient Outcomes

1 benchmarks

0 papers

Mammogram

0 benchmarks

0 papers

Ecg Risk Stratification

1 benchmarks

0 papers

Atrial Fibrillation

4 benchmarks

0 papers

Skin

9 benchmarks

0 papers

Age-Related Macular Degeneration Classification

0 benchmarks

0 papers

Molecule Interpretation

0 benchmarks

0 papers

Muscular Movement Recognition

0 benchmarks

0 papers

Multiple Sequence Alignment

3 benchmarks

0 papers

White Matter Fiber Tractography

0 benchmarks

0 papers

Tomography

0 benchmarks

0 papers

Magnetic Resonance Fingerprinting

0 benchmarks

0 papers

Metal Artifact Reduction

0 benchmarks

0 papers

Ultrasound

1 benchmarks

0 papers

Pain Intensity Regression

3 benchmarks

0 papers

Medical Super-Resolution

0 benchmarks

0 papers

Skull Stripping

0 benchmarks

0 papers

Cancer Metastasis Detection

0 benchmarks

0 papers

Mitosis Detection

0 benchmarks

0 papers

Knee Osteoarthritis Prediction

0 benchmarks

0 papers

Readmission Prediction

0 benchmarks

0 papers

breast density classification

0 benchmarks

0 papers

Pulmonary Embolism Detection

1 benchmarks

0 papers

Molecular Dynamics

0 benchmarks

0 papers

Diabetic Foot Ulcer Detection

0 benchmarks

0 papers

Immune Repertoire Classification

0 benchmarks

0 papers

Multi Diseases Detection

0 benchmarks

0 papers

Population Assignment

0 benchmarks

0 papers

Cervical cancer biopsy identification

1 benchmarks

0 papers

Breast Tissue Identification

1 benchmarks

0 papers

Automated Pulmonary Nodule Detection And Classification

0 benchmarks

0 papers

Pulse wave simulation

0 benchmarks

0 papers

Photoplethysmogram simulation

0 benchmarks

0 papers

Bladder Segmentation

0 benchmarks

0 papers

Protein-Ligand Affinity Prediction

2 benchmarks

0 papers

Phenotype classification

1 benchmarks

0 papers

Respiratory Rate Estimation

0 benchmarks

0 papers

Molecular Docking

4 benchmarks

0 papers

Brain Morphometry

0 benchmarks

0 papers

3D Molecule Generation

0 benchmarks

0 papers

Forward reaction prediction

4 benchmarks

0 papers

Reagent Prediction

4 benchmarks

0 papers

Property Prediction

0 benchmarks

0 papers

Catalytic activity prediction

0 benchmarks

0 papers

Domain/Motif Prediction

0 benchmarks

0 papers

Functional Description Generation

0 benchmarks

0 papers

Chemical-Disease Interaction Extraction

0 benchmarks

0 papers

Chemical-Protein Interaction Extraction

0 benchmarks

0 papers

Transcription Factor Binding Site Prediction

2 benchmarks

0 papers

DNA analysis

0 benchmarks

0 papers

MonkeyPox Diagnosis

0 benchmarks

0 papers

RNA 3D STRUCTURE PREDICTION

0 benchmarks

0 papers

Atomistic Description

45 benchmarks

0 papers

de novo peptide sequencing

0 benchmarks

0 papers

Mutational/Variant Effect Prediction

0 benchmarks

0 papers

Brain Computer Interface

114 benchmarks

0 papers

Motor Imagery

48 benchmarks

0 papers

Within-Session Motor Imagery

48 benchmarks

0 papers

ERP

45 benchmarks

0 papers

SSVEP

21 benchmarks

0 papers

Therapeutics Data Commons

22 benchmarks

0 papers

Mammographic Breast Positioning Assessment

0 benchmarks

0 papers

Molecular geometry optimization

0 benchmarks

0 papers

Computational chemistry

0 benchmarks

0 papers

3D Shape Reconstruction from Videos

26 benchmarks

0 papers

Mamba

0 benchmarks

0 papers

entity_extraction

0 benchmarks

0 papers

Binding Site Prediction

11 benchmarks

0 papers

ICU Admission

0 benchmarks

0 papers

Quantitative MRI

0 benchmarks

0 papers

Protein Stability Prediction

0 benchmarks

0 papers

BraTS2021

0 benchmarks

0 papers