Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Browse State-of-the-Art

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

Miscellaneous

Management

1 benchmarks

8144 papers

Uncertainty Quantification

0 benchmarks

2366 papers

Collaborative Filtering

8 benchmarks

1309 papers

Misinformation

1 benchmarks

1282 papers

Anatomy

1 benchmarks

1133 papers

Marketing

1 benchmarks

952 papers

Ethics

3 benchmarks

832 papers

Offline RL

2 benchmarks

755 papers

Philosophy

1 benchmarks

755 papers

Fact Checking

13 benchmarks

669 papers

Fraud Detection

23 benchmarks

547 papers

Fault Detection

0 benchmarks

511 papers

Survival Analysis

0 benchmarks

472 papers

Weather Forecasting

14 benchmarks

420 papers

General Knowledge

4 benchmarks

399 papers

Astronomy

1 benchmarks

395 papers

Click-Through Rate Prediction

37 benchmarks

391 papers

Operator learning

0 benchmarks

347 papers

Prediction Intervals

0 benchmarks

309 papers

Automated Theorem Proving

20 benchmarks

288 papers

Open Set Learning

0 benchmarks

267 papers

Load Forecasting

0 benchmarks

235 papers

Econometrics

1 benchmarks

232 papers

Vulnerability Detection

3 benchmarks

216 papers

Knowledge Tracing

3 benchmarks

215 papers

imbalanced classification

0 benchmarks

211 papers

Nutrition

1 benchmarks

202 papers

Counterfactual Explanation

0 benchmarks

177 papers

Sociology

1 benchmarks

167 papers

Malware Classification

13 benchmarks

146 papers

Clinical Knowledge

1 benchmarks

133 papers

Product Recommendation

2 benchmarks

132 papers

Deception Detection

0 benchmarks

122 papers

Traffic Classification

0 benchmarks

110 papers

Data Summarization

0 benchmarks

97 papers

Intent Recognition

7 benchmarks

93 papers

Mathematical Proofs

20 benchmarks

90 papers

Geophysics

0 benchmarks

77 papers

Tabular Data Generation

24 benchmarks

73 papers

Computer Security

1 benchmarks

66 papers

Chemical Process

0 benchmarks

58 papers

Table Detection

4 benchmarks

58 papers

Formation Energy

14 benchmarks

54 papers

Parameter Prediction

7 benchmarks

51 papers

Crop Classification

13 benchmarks

48 papers

Crop Yield Prediction

2 benchmarks

48 papers

Crime Prediction

0 benchmarks

47 papers

Multi-target regression

1 benchmarks

35 papers

Logical Fallacies

1 benchmarks

34 papers

Multi-modal Classification

5 benchmarks

31 papers

Multilingual text classification

0 benchmarks

31 papers

Intelligent Communication

2 benchmarks

30 papers

Virology

1 benchmarks

29 papers

Food recommendation

1 benchmarks

28 papers

Jurisprudence

1 benchmarks

26 papers

Interpretability Techniques for Deep Learning

2 benchmarks

25 papers

Human Aging

1 benchmarks

18 papers

Twitter Bot Detection

3 benchmarks

16 papers

Cross-Modal Information Retrieval

60 benchmarks

16 papers

Air Pollution Prediction

0 benchmarks

14 papers

Image-text Classification

2 benchmarks

13 papers

Mobile Security

0 benchmarks

11 papers

Image Retrieval with Multi-Modal Query

68 benchmarks

10 papers

PDE Surrogate Modeling

0 benchmarks

9 papers

Public Relations

1 benchmarks

8 papers

Image/Document Clustering

10 benchmarks

8 papers

Unconditional Molecule Generation

5 benchmarks

8 papers

1 Image, 2*2 Stitching

114 benchmarks

8 papers

Social Media Popularity Prediction

2 benchmarks

7 papers

Ancient Text Restoration

6 benchmarks

6 papers

Security Studies

1 benchmarks

6 papers

Automatic Cell Counting

0 benchmarks

5 papers

Fine-Grained Urban Flow Inference

12 benchmarks

5 papers

Flood Inundation Mapping

2 benchmarks

5 papers

Prehistory

1 benchmarks

4 papers

Home Activity Monitoring

0 benchmarks

4 papers

International Law

1 benchmarks

4 papers

Text-to-3D-Human Generation

10 benchmarks

3 papers

Unconditional Crystal Generation

2 benchmarks

3 papers

Auto Debugging

1 benchmarks

3 papers

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

6 benchmarks

3 papers

College Medicine

1 benchmarks

2 papers

De novo molecule generation from MS/MS spectrum

6 benchmarks

2 papers

Professional Medicine

1 benchmarks

2 papers

Molecule retrieval from MS/MS spectrum

4 benchmarks

2 papers

Professional Psychology

1 benchmarks

2 papers

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

4 benchmarks

2 papers

Human Organs Senses Multiple Choice

1 benchmarks

2 papers

Semi Supervised Learning for Image Captioning

3 benchmarks

2 papers

High School World History

1 benchmarks

1 papers

Log Solubility

1 benchmarks

1 papers

High School Psychology

1 benchmarks

1 papers

MS/MS spectrum simulation

5 benchmarks

1 papers

High School Microeconomics

1 benchmarks

1 papers

High School Government and Politics

1 benchmarks

1 papers

High School Geography

1 benchmarks

1 papers

High School US History

1 benchmarks

1 papers

Business Taxonomy Construction

0 benchmarks

1 papers

Time Offset Calibration

0 benchmarks

1 papers

World Religions

1 benchmarks

1 papers

Human Sexuality

1 benchmarks

1 papers

Professional Law

1 benchmarks

1 papers

High School Macroeconomics

1 benchmarks

1 papers

US Foreign Policy

1 benchmarks

1 papers

High School European History

1 benchmarks

1 papers

MS/MS spectrum simulation (bonus chemical formulae)

3 benchmarks

1 papers

Link Quality Estimation

0 benchmarks

0 papers

Ecommerce

3 benchmarks

0 papers

Advertising

0 benchmarks

0 papers

Classification Of Variable Stars

0 benchmarks

0 papers

Air Quality Inference

0 benchmarks

0 papers

Modeling Local Geometric Structure

0 benchmarks

0 papers

Photometric Redshift Estimation

0 benchmarks

0 papers

Vector Quantization (k-means problem)

0 benchmarks

0 papers

Smart Grid Prediction

0 benchmarks

0 papers

Crowd Flows Prediction

0 benchmarks

0 papers

Network Congestion Control

0 benchmarks

0 papers

Pulsar Prediction

0 benchmarks

0 papers

Cryptanalysis

0 benchmarks

0 papers

Outdoor Positioning

0 benchmarks

0 papers

Radio Interferometry

0 benchmarks

0 papers

Seismic Interpretation

1 benchmarks

0 papers

Gravitational Wave Detection

0 benchmarks

0 papers

Problem Decomposition

0 benchmarks

0 papers

Non-Linear Elasticity

1 benchmarks

0 papers

X-Ray Diffraction (XRD)

0 benchmarks

0 papers

Oceanic Eddy Classification

0 benchmarks

0 papers

Sequential Quantile Estimation

0 benchmarks

0 papers

Sequential Distribution Function Estimation

0 benchmarks

0 papers

JSONiq Query Execution

0 benchmarks

0 papers

Cyber Attack Investigation

0 benchmarks

0 papers

Next-basket recommendation

4 benchmarks

0 papers

Robust Design

0 benchmarks

0 papers

Sequential Correlation Estimation

0 benchmarks

0 papers

Making Hiring Decisions

1 benchmarks

0 papers

Numerical Integration

0 benchmarks

0 papers

Service Composition

0 benchmarks

0 papers

Learning Theory

0 benchmarks

0 papers

Table Extraction

0 benchmarks

0 papers

Model Discovery

0 benchmarks

0 papers

3D Bin Packing

0 benchmarks

0 papers

Variational Monte Carlo

0 benchmarks

0 papers

Seismic Inversion

0 benchmarks

0 papers

Seismic Imaging

0 benchmarks

0 papers

Hindu Knowledge

0 benchmarks

0 papers

Penn Machine Learning Benchmark (Real-World)

0 benchmarks

0 papers

Detect Ground Reflections

0 benchmarks

0 papers

Metadata quality

0 benchmarks

0 papers

Penn Machine Learning Benchmark

1 benchmarks

0 papers

Multi-Modal Learning

0 benchmarks

0 papers

Dielectric Constant

0 benchmarks

0 papers

Label Error Detection

1 benchmarks

0 papers

Self Adaptive System

0 benchmarks

0 papers

Zero-Shot Visual Question Answring

0 benchmarks

0 papers

GPS Embeddings

2 benchmarks

0 papers

Diversity

0 benchmarks

0 papers

Wrong PDF attached

0 benchmarks

0 papers

Local intrinsic dimension estimation

0 benchmarks

0 papers

Surrogate Hydrodynamic Modeling

0 benchmarks

0 papers

scientific discovery

0 benchmarks

0 papers

Traffic Signal Control

0 benchmarks

0 papers

(deleted task 2)

0 benchmarks

0 papers

DFT Z isomer pi-pi* wavelength

0 benchmarks

0 papers

Equilibrium Reaction Energy (ev/atom)

0 benchmarks

0 papers

Structured Output Generation

0 benchmarks

0 papers

Geometry-based operator learning

0 benchmarks

0 papers

Zero-day intrusion detection

0 benchmarks

0 papers