Miscellaneous

564 benchmarks • 288 tasks • 742 datasets • 35108 papers with code

10-shot image generation

Semantic Segmentation

6604 papers with code

Decoder

4338 papers with code

Object

3966 papers with code

Image Generation

3073 papers with code

Image Restoration

656 papers with code

See all 23 tasks

3D

Object Detection

4645 papers with code

Pose Estimation

1662 papers with code

Depth Estimation

1023 papers with code

3D Reconstruction

784 papers with code

Neural Rendering

204 papers with code

See all 44 tasks

Language Modelling

Language Modelling

6933 papers with code

XLM-R

99 papers with code

Long-range modeling

66 papers with code

Protein Language Model

46 papers with code

Sentence Pair Modeling

6 papers with code

See all 7 tasks

16k

Object Detection

4645 papers with code

Image Super-Resolution

779 papers with code

3D Object Detection

762 papers with code

Image Deblurring

166 papers with code

Scene Generation

117 papers with code

See all 7 tasks

Classification

Classification

3765 papers with code

Text Classification

1303 papers with code

Graph Classification

484 papers with code

Multi-class Classification

287 papers with code

Audio Classification

182 papers with code

See all 25 tasks

Transfer Learning

Transfer Learning

3487 papers with code

Multi-Task Learning

1299 papers with code

Auxiliary Learning

30 papers with code

Transfer Reinforcement Learning

14 papers with code

Unsupervised Domain Expansion

2 papers with code

Question Answering

Question Answering

4126 papers with code

Open-Domain Question Answering

237 papers with code

Open-Ended Question Answering

229 papers with code

Zero-Shot Video Question Answer

70 papers with code

Knowledge Base Question Answering

68 papers with code

See all 20 tasks

Image Generation

Image Generation

3073 papers with code

Image-to-Image Translation

551 papers with code

Text-to-Image Generation

537 papers with code

Image Inpainting

331 papers with code

Image Manipulation

201 papers with code

See all 25 tasks

Recommendation Systems

Recommendation Systems

1983 papers with code

Graph Neural Network

1508 papers with code

Collaborative Filtering

455 papers with code

Sequential Recommendation

296 papers with code

Session-Based Recommendations

81 papers with code

See all 13 tasks

Diversity

Diversity

3137 papers with code

Benchmarking

Benchmarking

2597 papers with code

regression

regression

2437 papers with code

quantile regression

102 papers with code

Travel Time Estimation

19 papers with code

Anomaly Detection

Anomaly Detection

1714 papers with code

Unsupervised Anomaly Detection

226 papers with code

One-Class Classification

72 papers with code

Supervised Anomaly Detection

66 papers with code

Graph Anomaly Detection

50 papers with code

See all 29 tasks

Fairness

Fairness

1701 papers with code

Exposure Fairness

8 papers with code

Computational Efficiency

Computational Efficiency

1610 papers with code

Text-to-Image Generation

537 papers with code

Deblurring

416 papers with code

Conformal Prediction

273 papers with code

Image Deblurring

166 papers with code

Face Detection

146 papers with code

See all 24 tasks

Facial Recognition and Modelling

Face Recognition

669 papers with code

Face Swapping

344 papers with code

Facial Expression Recognition (FER)

155 papers with code

Face Detection

146 papers with code

Face Generation

144 papers with code

See all 32 tasks

Management

Management

1205 papers with code

Asset Management

10 papers with code

Logical Reasoning

Navigate

632 papers with code

Logical Reasoning

326 papers with code

Temporal Sequences

73 papers with code

Novel Concepts

65 papers with code

StrategyQA

20 papers with code

See all 23 tasks

Image Reconstruction

Image Reconstruction

702 papers with code

MRI Reconstruction

197 papers with code

CT Reconstruction

66 papers with code

Blind Super-Resolution

43 papers with code

Film Removal

1 papers with code

See all 6 tasks

Feature Engineering

Feature Engineering

473 papers with code

Imputation

471 papers with code

Emotion Recognition

Emotion Recognition

610 papers with code

Speech Emotion Recognition

140 papers with code

Emotion Recognition in Conversation

81 papers with code

Multimodal Emotion Recognition

80 papers with code

Facial Emotion Recognition

27 papers with code

See all 13 tasks

Uncertainty Quantification

Uncertainty Quantification

818 papers with code

Gaussian Processes

Gaussian Processes

687 papers with code

GPR

58 papers with code

Stochastic Optimization

Stochastic Optimization

337 papers with code

Evolutionary Algorithms

241 papers with code

Distributed Optimization

86 papers with code

Causal Inference

Causal Inference

572 papers with code

Counterfactual Inference

63 papers with code

Heterogeneous Treatment Effect Estimation

19 papers with code

IHDP-CATE

1 Image, 2*2 Stitching

Image-to-Image Translation

551 papers with code

Fake Image Detection

17 papers with code

Model Compression

Model Compression

436 papers with code

Neural Network Compression

77 papers with code

Collaborative Filtering

Collaborative Filtering

455 papers with code

Misinformation

Misinformation

450 papers with code

Semi Supervised Learning for Image Captioning

Pseudo Label

436 papers with code

Multi-Armed Bandits

Multi-Armed Bandits

252 papers with code

Thompson Sampling

135 papers with code

General Knowledge

General Knowledge

170 papers with code

Natural Questions

89 papers with code

TriviaQA

60 papers with code

Miscellaneous

29 papers with code

Movie Recommendation

28 papers with code

See all 8 tasks

Anatomy

Anatomy

365 papers with code

Synthetic Data Generation

Synthetic Data Generation

323 papers with code

Synthetic Data Evaluation

1 papers with code

Synthetic Outliers Evaluation

DeepFake Detection

DeepFake Detection

243 papers with code

Audio Deepfake Detection

34 papers with code

Synthetic Speech Detection

11 papers with code

Human Detection of Deepfakes

1 papers with code

diffusion-generated faces detection

1 papers with code

See all 6 tasks

Image Retrieval with Multi-Modal Query

Cross-Modal Retrieval

244 papers with code

Zero-Shot Cross-Modal Retrieval

22 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

Atomistic Description

Molecular Property Prediction

197 papers with code

Formation Energy

36 papers with code

Atomic Forces

11 papers with code

3D Geometry Prediction

6 papers with code

NMR J-coupling

1 papers with code

See all 6 tasks

Cross-Modal Information Retrieval

Cross-Modal Retrieval

244 papers with code

Intrusion Detection

Intrusion Detection

153 papers with code

Network Intrusion Detection

67 papers with code

Learning-To-Rank

Learning-To-Rank

211 papers with code

Molecular Property Prediction

Molecular Property Prediction

197 papers with code

3D Geometry Prediction

6 papers with code

NMR J-coupling

1 papers with code

Odor Descriptor Prediction

1 papers with code

mixture property prediction

1 papers with code

Survival Analysis

Survival Analysis

198 papers with code

Weather Forecasting

Weather Forecasting

185 papers with code

Solar Irradiance Forecasting

10 papers with code

scientific discovery

scientific discovery

184 papers with code

Malware Classification

Malware Detection

109 papers with code

Malware Classification

46 papers with code

Android Malware Detection

19 papers with code

Behavioral Malware Classification

Behavioral Malware Detection

Philosophy

Philosophy

172 papers with code

Click-Through Rate Prediction

Click-Through Rate Prediction

165 papers with code

Marketing

Marketing

160 papers with code

Fraud Detection

Fraud Detection

157 papers with code

Brain Decoding

Brain Computer Interface

111 papers with code

Brain Decoding

42 papers with code

Deep Clustering

Deep Clustering

134 papers with code

Trajectory Clustering

6 papers with code

Deep Nonparametric Clustering

1 papers with code

NONPARAMETRIC DEEP CLUSTERING

1 papers with code

Learning Theory

Learning Theory

140 papers with code

Mathematical Proofs

$\frac{1}{2} \sum_{i=1}^{n}\sum_{j=1}^{n}w_{ij}\left \| e_{i} - e_{j} \right \|^{2}_{2}$

Automated Theorem Proving

109 papers with code

Mathematical Proofs

28 papers with code

Astronomy

Astronomy

132 papers with code

Prediction Intervals

Prediction Intervals

132 papers with code

Autonomous Driving

Motion Forecasting

88 papers with code

Bench2Drive

19 papers with code

NavSim

13 papers with code

CARLA MAP Leaderboard

6 papers with code

3D Pedestrian Tracking

4 papers with code

See all 6 tasks

Operator learning

Operator learning

125 papers with code

Data Visualization

Data Visualization

117 papers with code

Tree Map Layout

1 papers with code

Ethics

Ethics

99 papers with code

Moral Scenarios

9 papers with code

Moral Permissibility

3 papers with code

Business Ethics

1 papers with code

Moral Disputes

1 papers with code

Automated Theorem Proving

$\frac{1}{2} \sum_{i=1}^{n}\sum_{j=1}^{n}w_{ij}\left \| e_{i} - e_{j} \right \|^{2}_{2}$

Automated Theorem Proving

109 papers with code

Knowledge Tracing

Knowledge Tracing

109 papers with code

Privacy Preserving Deep Learning

Membership Inference Attack

77 papers with code

Privacy Preserving Deep Learning

30 papers with code

Homomorphic Encryption for Deep Learning

1 papers with code

Remote Sensing

Remote Sensing Image Classification

37 papers with code

Change detection for remote sensing images

24 papers with code

Building change detection for remote sensing images

19 papers with code

Segmentation Of Remote Sensing Imagery

15 papers with code

The Semantic Segmentation Of Remote Sensing Imagery

11 papers with code

See all 10 tasks

Open Set Learning

Open Set Learning

106 papers with code

Robotic Grasping

Robotic Grasping

94 papers with code

Grasp Contact Prediction

4 papers with code

Counterfactual Explanation

Counterfactual Explanation

85 papers with code

Two-sample testing

Two-sample testing

84 papers with code

Fault Detection

Fault Detection

79 papers with code

imbalanced classification

imbalanced classification

79 papers with code

Vulnerability Detection

Vulnerability Detection

73 papers with code

Protein Structure Prediction

Protein Structure Prediction

66 papers with code

Protein Interface Prediction

4 papers with code

Protein complex prediction

Numerical Integration

Numerical Integration

70 papers with code

Fact Checking

Misconceptions

54 papers with code

Known Unknowns

9 papers with code

Sentence Ambiguity

3 papers with code

FEVER (2-way)

1 papers with code

FEVER (3-way)

1 papers with code

Intelligent Communication

Semantic Communication

44 papers with code

Beam Prediction

11 papers with code

Intelligent Communication

9 papers with code

Traffic Signal Control

Traffic Signal Control

62 papers with code

Physical Simulations

Physical Simulations

52 papers with code

Neural Network simulation

7 papers with code

Optical Tweezers Simulations

1 papers with code

Liquid Simulation

Clinical Knowledge

Clinical Knowledge

50 papers with code

Ecommerce

Product Recommendation

40 papers with code

Product Categorization

6 papers with code

Online Ranker Evaluation

2 papers with code

Online Review Rating

1 papers with code

Ecommerce

Load Forecasting

Load Forecasting

49 papers with code

Tabular Data Generation

Tabular Data Generation

45 papers with code

Artificial Life

Artificial Life

33 papers with code

Developmental Learning

7 papers with code

Formation Energy

Formation Energy

36 papers with code

Econometrics

Econometrics

35 papers with code

Sociology

Sociology

35 papers with code

Data Summarization

Data Summarization

34 papers with code

Nutrition

Nutrition

33 papers with code

Model Discovery

Model Discovery

31 papers with code

Traffic Classification

Traffic Classification

31 papers with code

Geophysics

Geophysics

26 papers with code

Table Detection

Table Detection

25 papers with code

Variational Monte Carlo

Variational Monte Carlo

24 papers with code

Interpretability Techniques for Deep Learning

Interpretability Techniques for Deep Learning

22 papers with code

Crop Classification

Crop Classification

21 papers with code

Crop Yield Prediction

Crop Yield Prediction

19 papers with code

Problem Decomposition

Problem Decomposition

17 papers with code

Multilingual text classification

Multilingual text classification

16 papers with code

Non-Intrusive Load Monitoring

Non-Intrusive Load Monitoring

16 papers with code

Seismic Imaging

Seismic Imaging

16 papers with code

Table Extraction

Table Extraction

14 papers with code

Table Functional Analysis

1 papers with code

Parameter Prediction

Parameter Prediction

15 papers with code

Recipe Generation

Recipe Generation

15 papers with code

Multi-target regression

Multi-target regression

14 papers with code

Robust Design

Robust Design

14 papers with code

Chemical Process

Chemical Process

11 papers with code

Geochemistry

2 papers with code

Logical Fallacies

Logical Fallacies

13 papers with code

Deception Detection

Deception Detection

12 papers with code

Deception Detection In Videos

Crime Prediction

Crime Prediction

12 papers with code

Image/Document Clustering

Image/Document Clustering

7 papers with code

Self-Organized Clustering

4 papers with code

Food recommendation

Food recommendation

10 papers with code

Gender Bias Detection

Gender Bias Detection

10 papers with code

Intent Recognition

Multimodal Intent Recognition

10 papers with code

Next-basket recommendation

Next-basket recommendation

10 papers with code

Twitter Bot Detection

Twitter Bot Detection

10 papers with code

Seismic Interpretation

Facies Classification

3 papers with code

Seismic Interpretation

3 papers with code

Seismic Detection

2 papers with code

Automatic Machine Learning Model Selection

Automatic Machine Learning Model Selection

7 papers with code

Smart Grid Prediction

1 papers with code

Cryptanalysis

Cryptanalysis

8 papers with code

Label Error Detection

Label Error Detection

8 papers with code

PDE Surrogate Modeling

PDE Surrogate Modeling

8 papers with code

Air Pollution Prediction

Air Pollution Prediction

7 papers with code

Multi-modal Classification

Image-text Classification

7 papers with code

Photometric Redshift Estimation

Photometric Redshift Estimation

7 papers with code

Radio Interferometry

Radio Interferometry

7 papers with code

Seismic Inversion

Seismic Inversion

7 papers with code

Virology

Virology

7 papers with code

Cyber Attack Detection

Cyber Attack Detection

6 papers with code

Human Aging

Human Aging

6 papers with code

Jurisprudence

Jurisprudence

6 papers with code

Offline RL

DQN Replay Dataset

6 papers with code

Unsupervised Anomaly Detection

Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly

4 papers with code

Root Cause Ranking

1 papers with code

Anomaly Detection at 30% anomaly

Anomaly Detection at Various Anomaly Percentages

Unsupervised Contextual Anomaly Detection

Non-Linear Elasticity

Cantilever Beam

4 papers with code

Stress-Strain Relation

1 papers with code

Non-Linear Elasticity

Ancient Text Restoration

Ancient Text Restoration

5 papers with code

Security Studies

Security Studies

5 papers with code

Service Composition

Service Composition

5 papers with code

Unconditional Molecule Generation

Unconditional Molecule Generation

5 papers with code

Vector Quantization (k-means problem)

Vector Quantization (k-means problem)

5 papers with code

Medical Genetics

Medical Genetics

3 papers with code

Genetic Risk Prediction

1 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

Fine-Grained Urban Flow Inference

Fine-Grained Urban Flow Inference

4 papers with code

Gravitational Wave Detection

Gravitational Wave Detection

4 papers with code

Mobile Security

Mobile Security

4 papers with code

Social Media Popularity Prediction

Social Media Popularity Prediction

4 papers with code

X-Ray Diffraction (XRD)

X-Ray Diffraction (XRD)

4 papers with code

Neural Network Security

Neural Network Security

2 papers with code

Website Fingerprinting Defense

1 papers with code

Air Quality Inference

Air Quality Inference

3 papers with code

Continued fraction

Continued fraction

3 papers with code

De novo molecule generation from MS/MS spectrum (bonus chemical formulae)

De novo molecule generation from MS/MS spectrum (bonus chemical formulae)

3 papers with code

Dielectric Constant

Dielectric Constant

3 papers with code

Metadata quality

Metadata quality

3 papers with code

Sequential Correlation Estimation

Sequential Correlation Estimation

3 papers with code

Structured Output Generation

Structured Output Generation

3 papers with code

Unconditional Crystal Generation

Unconditional Crystal Generation

3 papers with code

Zero-Shot Visual Question Answring

Zero-Shot Visual Question Answring

3 papers with code

Auto Debugging

Auto Debugging

2 papers with code

Automatic Cell Counting

Automatic Cell Counting

2 papers with code

College Medicine

College Medicine

2 papers with code

De novo molecule generation from MS/MS spectrum

De novo molecule generation from MS/MS spectrum

2 papers with code

Flood Inundation Mapping

Flood Inundation Mapping

2 papers with code

Geometry-based operator learning

Geometry-based operator learning

2 papers with code

Hindu Knowledge

Hindu Knowledge

2 papers with code

Human Organs Senses Multiple Choice

Human Organs Senses Multiple Choice

2 papers with code

Local intrinsic dimension estimation

Local intrinsic dimension estimation

2 papers with code

Penn Machine Learning Benchmark

Penn Machine Learning Benchmark

2 papers with code

Prehistory

Prehistory

2 papers with code

Product Recommendation

Context Aware Product Recommendation

2 papers with code

Professional Medicine

Professional Medicine

2 papers with code

Professional Psychology

Professional Psychology

2 papers with code

Self Adaptive System

Self Adaptive System

2 papers with code

Sequential Quantile Estimation

Sequential Quantile Estimation

2 papers with code

(deleted task 2)

(deleted task 2)

1 papers with code

Business Taxonomy Construction

Business Taxonomy Construction

1 papers with code

Computer Security

File Type Identification

1 papers with code

Crowd Flows Prediction

Crowd Flows Prediction

1 papers with code

Cyber Attack Investigation

Cyber Attack Investigation

1 papers with code

DFT Z isomer pi-pi* wavelength

DFT Z isomer pi-pi* wavelength

1 papers with code

Detect Ground Reflections

Detect Ground Reflections

1 papers with code

Equilibrium Reaction Energy (ev/atom)

Equilibrium Reaction Energy (ev/atom)

1 papers with code

GPS Embeddings

GPS Embeddings

1 papers with code

High School European History

High School European History

1 papers with code

High School Geography

High School Geography

1 papers with code

High School Government and Politics

High School Government and Politics

1 papers with code

High School Macroeconomics

High School Macroeconomics

1 papers with code

High School Microeconomics

High School Microeconomics

1 papers with code

High School Psychology

High School Psychology

1 papers with code

High School US History

High School US History

1 papers with code

High School World History

High School World History

1 papers with code

Human Sexuality

Human Sexuality

1 papers with code

Image-text Classification

Multilingual Image-Text Classification

1 papers with code

International Law

International Law

1 papers with code

JSONiq Query Execution

JSONiq Query Execution

1 papers with code

Log Solubility

Log Solubility

1 papers with code

MS/MS spectrum simulation

MS/MS spectrum simulation

1 papers with code

MS/MS spectrum simulation (bonus chemical formulae)

MS/MS spectrum simulation (bonus chemical formulae)

1 papers with code

Modeling Local Geometric Structure

Modeling Local Geometric Structure

1 papers with code

Molecule retrieval from MS/MS spectrum

Molecule retrieval from MS/MS spectrum

1 papers with code

Molecule retrieval from MS/MS spectrum (bonus chemical formulae)

Molecule retrieval from MS/MS spectrum (bonus chemical formulae)

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

Professional Law

Professional Law

1 papers with code

Public Relations

Public Relations

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

Surrogate Hydrodynamic Modeling

Surrogate Hydrodynamic Modeling

1 papers with code

Text-to-3D-Human Generation

Text-to-3D-Human Generation

1 papers with code

Time Offset Calibration

Time Offset Calibration

1 papers with code

US Foreign Policy

US Foreign Policy

1 papers with code

World Religions

World Religions

1 papers with code

Wrong PDF attached

Wrong PDF attached

1 papers with code

Advertising

Advertising

Detecting Adverts

Pcl Detection

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

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

Home Activity Monitoring

Home Activity Monitoring

Link Quality Estimation

Link Quality Estimation

Making Hiring Decisions

Making Hiring Decisions

Multi-Modal Learning

Multi-Modal Learning

Penn Machine Learning Benchmark (Real-World)

Penn Machine Learning Benchmark (Real-World)

Zero-day intrusion detection

Zero-day intrusion detection