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Browse SoTA
> Computer Code
Computer Code
196 benchmarks • 61 tasks • 368 datasets • 10384 papers with code
Semantic Segmentation
Semantic Segmentation
289 benchmarks
5036 papers with code
Tumor Segmentation
3 benchmarks
218 papers with code
Panoptic Segmentation
27 benchmarks
206 papers with code
3D Semantic Segmentation
17 benchmarks
163 papers with code
Weakly-Supervised Semantic Segmentation
6 benchmarks
139 papers with code
See all 25 tasks
Classification
Classification
368 benchmarks
3193 papers with code
Text Classification
224 benchmarks
1083 papers with code
Graph Classification
68 benchmarks
372 papers with code
Audio Classification
26 benchmarks
127 papers with code
Medical Image Classification
8 benchmarks
117 papers with code
See all 18 tasks
Text Generation
Text Generation
274 benchmarks
1438 papers with code
Dialogue Generation
15 benchmarks
229 papers with code
Data-to-Text Generation
42 benchmarks
103 papers with code
Multi-Document Summarization
5 benchmarks
92 papers with code
Text Style Transfer
3 benchmarks
80 papers with code
See all 26 tasks
Code Generation
27 benchmarks
304 papers with code
Conformal Prediction
137 papers with code
Text Simplification
11 benchmarks
113 papers with code
Music Source Separation
3 benchmarks
53 papers with code
Audio Source Separation
8 benchmarks
44 papers with code
See all 10 tasks
NMT
NMT
484 papers with code
Code Generation
Code Generation
27 benchmarks
304 papers with code
Code Translation
2 benchmarks
36 papers with code
Code Documentation Generation
7 benchmarks
6 papers with code
Library-Oriented Code Generation
2 papers with code
Class-level Code Generation
1 papers with code
Program Synthesis
Program Synthesis
10 benchmarks
136 papers with code
Type prediction
3 benchmarks
42 papers with code
Program Repair
3 benchmarks
33 papers with code
Value prediction
1 benchmark
15 papers with code
Enumerative Search
5 papers with code
See all 6 tasks
2D Classification
Neural Network Compression
1 benchmark
73 papers with code
Music Source Separation
3 benchmarks
53 papers with code
Cell Detection
4 benchmarks
45 papers with code
Plant Phenotyping
23 papers with code
open-set classification
12 papers with code
See all 18 tasks
Edge-computing
Edge-computing
149 papers with code
Device-Cloud Collaboration
1 papers with code
Tiling & Deployment
1 papers with code
Text-To-SQL
Text-To-SQL
6 benchmarks
127 papers with code
Motion Synthesis
Motion Synthesis
7 benchmarks
78 papers with code
Motion Style Transfer
5 papers with code
Temporal Human Motion Composition
1 papers with code
Cloud Computing
Cloud Computing
82 papers with code
Program Repair
Program Repair
3 benchmarks
33 papers with code
Fault localization
14 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
Source Code Summarization
Source Code Summarization
10 benchmarks
36 papers with code
Method name prediction
1 benchmark
14 papers with code
Code Search
Code Search
8 benchmarks
47 papers with code
Annotated Code Search
3 benchmarks
2 papers with code
Physical Simulations
Physical Simulations
36 papers with code
Neural Network simulation
5 papers with code
Optical Tweezers Simulations
1 papers with code
Liquid Simulation
Type prediction
Type prediction
3 benchmarks
42 papers with code
Load Forecasting
Load Forecasting
36 papers with code
C++ code
C++ code
25 papers with code
Program induction
Program induction
22 papers with code
Chart Question Answering
Chart Question Answering
3 benchmarks
16 papers with code
Value prediction
Value prediction
1 benchmark
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
1 benchmark
8 papers with code
Code Repair
Code Repair
1 benchmark
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
1 benchmark
4 papers with code
SQL-to-Text
SQL-to-Text
1 benchmark
4 papers with code
Single-Image Portrait Relighting
Single-Image Portrait Relighting
1 benchmark
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 benchmark
1 papers with code
Edit script generation
Edit script generation
1 papers with code
EditCompletion
EditCompletion
1 benchmark
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 benchmark
1 papers with code
JSONiq Query Execution
JSONiq Query Execution
1 papers with code
Nature-Inspired Optimization Algorithm
Nature-Inspired Optimization Algorithm
2 benchmarks
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