Miscellaneous

331 benchmarks • 233 tasks • 282 datasets • 8593 papers with code

Science / Technology

BIG-bench Machine Learning

2243 papers with code

Astronomy

65 papers with code

Computer Security

9 papers with code

Science / Technology

9 papers with code

College Biology

See all 16 tasks

Question Answering

Question Answering

1821 papers with code

Open-Domain Question Answering

133 papers with code

Conversational Question Answering

43 papers with code

Answer Selection

40 papers with code

Community Question Answering

39 papers with code

See all 16 tasks

2D Human Pose Estimation

Pose Estimation

968 papers with code

Deblurring

210 papers with code

Image Inpainting

198 papers with code

Video Generation

109 papers with code

Conditional Image Generation

105 papers with code

See all 17 tasks

Recommendation Systems

Recommendation Systems

931 papers with code

Sequential Recommendation

91 papers with code

Session-Based Recommendations

55 papers with code

Knowledge-Aware Recommendation

5 papers with code

Anomaly Detection

Anomaly Detection

763 papers with code

Unsupervised Anomaly Detection

102 papers with code

Anomaly Detection In Surveillance Videos

30 papers with code

Abnormal Event Detection In Video

13 papers with code

Few Shot Anomaly Detection

6 papers with code

See all 21 tasks

Facial Recognition and Modelling

Face Recognition

433 papers with code

Face Detection

114 papers with code

Face Verification

105 papers with code

Face Swapping

99 papers with code

Facial Expression Recognition

94 papers with code

See all 33 tasks

Fairness

Fairness

714 papers with code

Exposure Fairness

2 papers with code

Management

Management

603 papers with code

Continual Learning

Continual Learning

465 papers with code

class-incremental learning

96 papers with code

Continual Named Entity Recognition

1 papers with code

Feature Engineering

Feature Engineering

321 papers with code

Imputation

219 papers with code

Emotion Recognition

Emotion Recognition

319 papers with code

Speech Emotion Recognition

69 papers with code

Emotion Recognition in Conversation

48 papers with code

Multimodal Emotion Recognition

36 papers with code

Emotion-Cause Pair Extraction

12 papers with code

See all 10 tasks

Gaussian Processes

Gaussian Processes

439 papers with code

GPR

35 papers with code

Logical Reasoning

Navigate

262 papers with code

Logical Reasoning

74 papers with code

Temporal Sequences

34 papers with code

Novel Concepts

30 papers with code

Physical Intuition

6 papers with code

See all 23 tasks

Causal Inference

Causal Inference

281 papers with code

Counterfactual Inference

30 papers with code

Model Compression

Model Compression

241 papers with code

Neural Network Compression

60 papers with code

Collaborative Filtering

Collaborative Filtering

269 papers with code

Trajectory Prediction

Trajectory Prediction

165 papers with code

Trajectory Forecasting

51 papers with code

Human motion prediction

43 papers with code

Anatomy

Anatomy

170 papers with code

Misinformation

Misinformation

160 papers with code

Semi Supervised Learning for Image Captioning

Pseudo Label

149 papers with code

General Knowledge

Natural Questions

51 papers with code

TriviaQA

36 papers with code

General Knowledge

31 papers with code

Movie Recommendation

15 papers with code

Miscellaneous

11 papers with code

See all 8 tasks

Multi-Armed Bandits

Multi-Armed Bandits

144 papers with code

Image Retrieval with Multi-Modal Query

Cross-Modal Retrieval

116 papers with code

Image Retrieval with Multi-Modal Query

9 papers with code

Cross-Modal Information Retrieval

8 papers with code

Multi-Modal Person Identification

Learning-To-Rank

Learning-To-Rank

132 papers with code

Malware Classification

Malware Detection

69 papers with code

Malware Classification

36 papers with code

Android Malware Detection

6 papers with code

Behavioral Malware Classification

Behavioral Malware Detection

Intrusion Detection

Intrusion Detection

65 papers with code

Network Intrusion Detection

28 papers with code

Click-Through Rate Prediction

Click-Through Rate Prediction

91 papers with code

Marketing

Marketing

91 papers with code

Synthetic Data Generation

Synthetic Data Generation

88 papers with code

Classification

Medical Image Classification

59 papers with code

Morphology classification

9 papers with code

Classifier calibration

8 papers with code

Multi-modal Classification

5 papers with code

Episode Classification

1 papers with code

See all 6 tasks

Deep Clustering

Deep Clustering

80 papers with code

Deep Nonparametric Clustering

1 papers with code

NONPARAMETRIC DEEP CLUSTERING

Survival Analysis

Survival Analysis

79 papers with code

Learning Theory

Learning Theory

76 papers with code

Molecular Property Prediction

Molecular Property Prediction

69 papers with code

3D Geometry Prediction

4 papers with code

NMR J-coupling

1 papers with code

Fraud Detection

Fraud Detection

72 papers with code

Philosophy

Philosophy

69 papers with code

Prediction Intervals

Prediction Intervals

67 papers with code

Two-sample testing

Two-sample testing

64 papers with code

Weather Forecasting

Weather Forecasting

55 papers with code

Solar Irradiance Forecasting

4 papers with code

Robotic Grasping

Robotic Grasping

53 papers with code

Grasp Contact Prediction

4 papers with code

Open Set Learning

Open Set Learning

56 papers with code

Mathematical Proofs

Automated Theorem Proving

44 papers with code

Mathematical Proofs

11 papers with code

Remote Sensing

Remote Sensing Image Classification

21 papers with code

Change detection for remote sensing images

13 papers with code

Segmentation Of Remote Sensing Imagery

8 papers with code

Building change detection for remote sensing images

6 papers with code

Lake Ice Monitoring

6 papers with code

See all 10 tasks

Data Visualization

Data Visualization

52 papers with code

Tree Map Layout

1 papers with code

Knowledge Tracing

Knowledge Tracing

46 papers with code

Autonomous Driving

Motion Forecasting

38 papers with code

CARLA MAP Leaderboard

5 papers with code

Dead-Reckoning Prediction

1 papers with code

Automated Theorem Proving

Automated Theorem Proving

44 papers with code

Fault Detection

Fault Detection

40 papers with code

imbalanced classification

imbalanced classification

40 papers with code

Counterfactual Explanation

Counterfactual Explanation

35 papers with code

Numerical Integration

Numerical Integration

34 papers with code

Protein Structure Prediction

Protein Structure Prediction

30 papers with code

Protein Interface Prediction

3 papers with code

Protein complex prediction

Ethics

Ethics

32 papers with code

Business Ethics

Moral Disputes

Moral Permissibility

Moral Scenarios

Ecommerce

Product Recommendation

24 papers with code

Product Categorization

3 papers with code

Online Ranker Evaluation

2 papers with code

Online Review Rating

1 papers with code

Ecommerce

Physical Simulations

Physical Simulations

24 papers with code

Neural Network simulation

4 papers with code

Fact Checking

Misconceptions

22 papers with code

Known Unknowns

4 papers with code

Sentence Ambiguity

1 papers with code

FEVER (2-way)

FEVER (3-way)

Data Summarization

Data Summarization

27 papers with code

Artificial Life

Artificial Life

20 papers with code

Developmental Learning

4 papers with code

Total Energy

Total Energy

22 papers with code

Formation Energy

Formation Energy

21 papers with code

Vulnerability Detection

Vulnerability Detection

20 papers with code

Load Forecasting

Load Forecasting

18 papers with code

Operator learning

Operator learning

18 papers with code

Model Discovery

Model Discovery

16 papers with code

Table Detection

Table Detection

16 papers with code

Clinical Knowledge

Clinical Knowledge

14 papers with code

Econometrics

Econometrics

14 papers with code

Sociology

Sociology

14 papers with code

Variational Monte Carlo

Variational Monte Carlo

13 papers with code

Non-Intrusive Load Monitoring

Non-Intrusive Load Monitoring

12 papers with code

Seismic Imaging

Seismic Imaging

12 papers with code

Multilingual text classification

Multilingual text classification

11 papers with code

Image/Document Clustering

Image/Document Clustering

7 papers with code

Self-Organized Clustering

3 papers with code

Brain Decoding

Brain Decoding

10 papers with code

Nutrition

Nutrition

10 papers with code

Crop Classification

Crop Classification

9 papers with code

Multi-target regression

Multi-target regression

9 papers with code

Robust Design

Robust Design

9 papers with code

Crop Yield Prediction

Crop Yield Prediction

8 papers with code

Recipe Generation

Recipe Generation

8 papers with code

Crime Prediction

Crime Prediction

7 papers with code

Geophysics

Geophysics

7 papers with code

Interpretability Techniques for Deep Learning

Interpretability Techniques for Deep Learning

7 papers with code

Twitter Bot Detection

Twitter Bot Detection

7 papers with code

Table Extraction

Table Extraction

5 papers with code

Table Functional Analysis

1 papers with code

Offline RL

DQN Replay Dataset

6 papers with code

Traffic Classification

Traffic Classification

6 papers with code

Seismic Interpretation

Facies Classification

2 papers with code

Seismic Detection

2 papers with code

Seismic Interpretation

1 papers with code

Deception Detection

Deception Detection

5 papers with code

Deception Detection In Videos

Air Pollution Prediction

Air Pollution Prediction

5 papers with code

Cyber Attack Detection

Cyber Attack Detection

5 papers with code

Food recommendation

Food recommendation

5 papers with code

Parameter Prediction

Parameter Prediction

5 papers with code

3D Bin Packing

3D Bin Packing

4 papers with code

Classification Of Variable Stars

Classification Of Variable Stars

4 papers with code

Cryptanalysis

Cryptanalysis

4 papers with code

Gender Bias Detection

Gender Bias Detection

4 papers with code

Mobile Security

Mobile Security

4 papers with code

Next-basket recommendation

Next-basket recommendation

4 papers with code

Seismic Inversion

Seismic Inversion

4 papers with code

Service Composition

Service Composition

4 papers with code

Text-to-Video Generation

Text-to-Video Generation

4 papers with code

Neural Network Security

Neural Network Security

2 papers with code

Website Fingerprinting Defense

1 papers with code

Ancient Text Restoration

Ancient Text Restoration

3 papers with code

Human Aging

Human Aging

3 papers with code

Problem Decomposition

Problem Decomposition

3 papers with code

Radio Interferometry

Radio Interferometry

3 papers with code

Sequential Correlation Estimation

Sequential Correlation Estimation

3 papers with code

X-Ray Diffraction (XRD)

X-Ray Diffraction (XRD)

3 papers with code

Medical Genetics

Genetic Risk Prediction

1 papers with code

Medical Genetics

1 papers with code

Pcl Detection

SemEval-2022 Task 4-1 (Binary PCL Detection)

1 papers with code

SemEval-2022 Task 4-2 (Multi-label PCL Detection)

1 papers with code

Air Quality Inference

Air Quality Inference

2 papers with code

Fine-Grained Urban Flow Inference

Fine-Grained Urban Flow Inference

2 papers with code

Multi-modal Classification

Image-text Classification

2 papers with code

Photometric Redshift Estimation

Photometric Redshift Estimation

2 papers with code

Security Studies

Security Studies

2 papers with code

Sequential Quantile Estimation

Sequential Quantile Estimation

2 papers with code

Non-Linear Elasticity

Stress-Strain Relation

1 papers with code

Cantilever Beam

Non-Linear Elasticity

Unsupervised Anomaly Detection

Root Cause Ranking

1 papers with code

Unsupervised Contextual Anomaly Detection

Auto Debugging

Auto Debugging

1 papers with code

Automatic Cell Counting

Automatic Cell Counting

1 papers with code

Business Taxonomy Construction

Business Taxonomy Construction

1 papers with code

Crowd Flows Prediction

Crowd Flows Prediction

1 papers with code

Cyber Attack Investigation

Cyber Attack Investigation

1 papers with code

Gravitational Wave Detection

Gravitational Wave Detection

1 papers with code

Hindu Knowledge

Hindu Knowledge

1 papers with code

Image-text Classification

Multilingual Image-Text Classification

1 papers with code

Intent Recognition

Multimodal Intent Recognition

1 papers with code

JSONiq Query Execution

JSONiq Query Execution

1 papers with code

Logical Fallacies

Logical Fallacies

1 papers with code

Modeling Local Geometric Structure

Modeling Local Geometric Structure

1 papers with code

Network Congestion Control

Network Congestion Control

1 papers with code

Oceanic Eddy Classification

Oceanic Eddy Classification

1 papers with code

Outdoor Positioning

Outdoor Positioning

1 papers with code

PDE Surrogate Modeling

PDE Surrogate Modeling

1 papers with code

Prehistory

Prehistory

1 papers with code

Pulsar Prediction

Pulsar Prediction

1 papers with code

Sequential Distribution Function Estimation

Sequential Distribution Function Estimation

1 papers with code

Smart Grid Prediction

Smart Grid Prediction

1 papers with code

Social Media Popularity Prediction

Social Media Popularity Prediction

1 papers with code

Time Offset Calibration

Time Offset Calibration

1 papers with code

Vector Quantization (k-means problem)

Vector Quantization (k-means problem)

1 papers with code

Advertising

Advertising

Detecting Adverts

College Medicine

College Medicine

Detect Ground Reflections

Detect Ground Reflections

High School European History

High School European History

High School Geography

High School Geography

High School Government and Politics

High School Government and Politics

High School Macroeconomics

High School Macroeconomics

High School Microeconomics

High School Microeconomics

High School Psychology

High School Psychology

High School US History

High School US History

High School World History

High School World History

Home Activity Monitoring

Home Activity Monitoring

Human Organs Senses Multiple Choice

Human Organs Senses Multiple Choice

Human Sexuality

Human Sexuality

International Law

International Law

Jurisprudence

Jurisprudence

Link Quality Estimation

Link Quality Estimation

Making Hiring Decisions

Making Hiring Decisions

Professional Law

Professional Law

Professional Medicine

Professional Medicine

Professional Psychology

Professional Psychology

Public Relations

Public Relations

US Foreign Policy

US Foreign Policy

Virology

Virology

World Religions

World Religions