Computer Code

260 benchmarks • 63 tasks • 417 datasets • 14896 papers with code

Semantic Segmentation

Semantic Segmentation

5199 papers with code

Tumor Segmentation

226 papers with code

Panoptic Segmentation

214 papers with code

3D Semantic Segmentation

168 papers with code

Weakly-Supervised Semantic Segmentation

145 papers with code

See all 26 tasks

Classification

Classification

3246 papers with code

Text Classification

1104 papers with code

Graph Classification

380 papers with code

Audio Classification

131 papers with code

Medical Image Classification

122 papers with code

See all 19 tasks

Reinforcement Learning (RL)

Reinforcement Learning (RL)

3912 papers with code

Off-policy evaluation

80 papers with code

Multi-Objective Reinforcement Learning

32 papers with code

3D Point Cloud Reinforcement Learning

2 papers with code

Super-Resolution

Super-Resolution

1271 papers with code

Image Super-Resolution

610 papers with code

Video Super-Resolution

132 papers with code

Multi-Frame Super-Resolution

14 papers with code

Reference-based Super-Resolution

13 papers with code

See all 8 tasks

Text Generation

Text Generation

1495 papers with code

Dialogue Generation

229 papers with code

Data-to-Text Generation

105 papers with code

Multi-Document Summarization

93 papers with code

Text Style Transfer

80 papers with code

See all 26 tasks

NMT

NMT

489 papers with code

Conformal Prediction

147 papers with code

Text Simplification

117 papers with code

Music Source Separation

53 papers with code

Audio Source Separation

44 papers with code

Decision Making Under Uncertainty

44 papers with code

See all 9 tasks

Code Generation

Code Generation

331 papers with code

Code Translation

39 papers with code

Code Documentation Generation

6 papers with code

Class-level Code Generation

2 papers with code

Library-Oriented Code Generation

2 papers with code

Program Synthesis

Program Synthesis

138 papers with code

Type prediction

42 papers with code

Program Repair

34 papers with code

Value prediction

15 papers with code

Enumerative Search

5 papers with code

See all 6 tasks

2D Classification

Neural Network Compression

74 papers with code

Music Source Separation

53 papers with code

Cell Detection

45 papers with code

Plant Phenotyping

23 papers with code

open-set classification

14 papers with code

See all 18 tasks

Edge-computing

Edge-computing

156 papers with code

Device-Cloud Collaboration

1 papers with code

Tiling & Deployment

1 papers with code

Text-To-SQL

Text-To-SQL

135 papers with code

Motion Synthesis

Motion Synthesis

89 papers with code

Motion Style Transfer

5 papers with code

Temporal Human Motion Composition

1 papers with code

Cloud Computing

Cloud Computing

83 papers with code

Program Repair

Program Repair

34 papers with code

Fault localization

15 papers with code

Variable misuse

9 papers with code

Exception type

2 papers with code

Function-docstring mismatch

1 papers with code

See all 7 tasks

Code Search

Code Search

49 papers with code

Annotated Code Search

2 papers with code

Source Code Summarization

Source Code Summarization

37 papers with code

Method name prediction

14 papers with code

Physical Simulations

Physical Simulations

38 papers with code

Neural Network simulation

5 papers with code

Optical Tweezers Simulations

1 papers with code

Liquid Simulation

Type prediction

Type prediction

42 papers with code

Load Forecasting

Load Forecasting

36 papers with code

C++ code

C++ code

26 papers with code

Program induction

Program induction

22 papers with code

Chart Question Answering

Chart Question Answering

16 papers with code

Value prediction

Value prediction

15 papers with code

Body Mass Index (BMI) Prediction

Learning to Execute

Learning to Execute

13 papers with code

Code Classification

Code Classification

10 papers with code

Log Parsing

Log Parsing

10 papers with code

Compiler Optimization

Compiler Optimization

9 papers with code

Low-rank compression

Low-rank compression

8 papers with code

Text-to-Code Generation

Text-to-Code Generation

8 papers with code

Code Repair

Code Repair

7 papers with code

Remote Sensing Image Classification

Webcam (RGB) image classification

3 papers with code

Sentinel-1 SAR processing

1 papers with code

Code Comment Generation

Code Comment Generation

4 papers with code

SQL-to-Text

SQL-to-Text

4 papers with code

Single-Image Portrait Relighting

Single-Image Portrait Relighting

4 papers with code

Contextual Embedding for Source Code

Contextual Embedding for Source Code

2 papers with code

API Sequence Recommendation

API Sequence Recommendation

1 papers with code

Edit script generation

Edit script generation

1 papers with code

EditCompletion

EditCompletion

1 papers with code

File difference

File difference

1 papers with code

Formalize foundations of universal algebra in dependent type theory

Formalize foundations of universal algebra in dependent type theory

1 papers with code

Git Commit Message Generation

Git Commit Message Generation

1 papers with code

JSONiq Query Execution

JSONiq Query Execution

1 papers with code

Nature-Inspired Optimization Algorithm

Nature-Inspired Optimization Algorithm

1 papers with code

Programming Error Detection

Programming Error Detection

1 papers with code

Sparse subspace-based clustering

Sparse subspace-based clustering

1 papers with code

Spectral Efficiency Analysis of Uplink-Downlink Decoupled Access in C-V2X Networks

Spectral Efficiency Analysis of Uplink-Downlink Decoupled Access in C-V2X Networks

1 papers with code

Code Documentation Generation

CodeSearchNet - Java

Sql Chatbots

Sql Chatbots

Write Computer Programs From Specifications

Write Computer Programs From Specifications