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Browse SoTA
> Computer Code
Computer Code
199 benchmarks • 62 tasks • 394 datasets • 14312 papers with code
Semantic Segmentation
Semantic Segmentation
303 benchmarks
5199 papers with code
Tumor Segmentation
3 benchmarks
226 papers with code
Panoptic Segmentation
27 benchmarks
214 papers with code
3D Semantic Segmentation
19 benchmarks
168 papers with code
Weakly-Supervised Semantic Segmentation
9 benchmarks
145 papers with code
See all 26 tasks
Classification
Classification
324 benchmarks
3240 papers with code
Text Classification
180 benchmarks
1104 papers with code
Graph Classification
69 benchmarks
380 papers with code
Audio Classification
23 benchmarks
131 papers with code
Medical Image Classification
8 benchmarks
122 papers with code
See all 18 tasks
Reinforcement Learning (RL)
Reinforcement Learning (RL)
1 benchmark
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
Text Generation
Text Generation
126 benchmarks
1495 papers with code
Dialogue Generation
14 benchmarks
229 papers with code
Data-to-Text Generation
42 benchmarks
105 papers with code
Multi-Document Summarization
5 benchmarks
93 papers with code
Text Style Transfer
3 benchmarks
80 papers with code
See all 26 tasks
NMT
NMT
489 papers with code
Conformal Prediction
147 papers with code
Text Simplification
11 benchmarks
117 papers with code
Music Source Separation
3 benchmarks
53 papers with code
Audio Source Separation
8 benchmarks
44 papers with code
Decision Making Under Uncertainty
44 papers with code
See all 9 tasks
Code Generation
Code Generation
25 benchmarks
331 papers with code
Code Translation
2 benchmarks
39 papers with code
Code Documentation Generation
7 benchmarks
6 papers with code
Class-level Code Generation
1 benchmark
2 papers with code
Library-Oriented Code Generation
2 papers with code
Program Synthesis
Program Synthesis
10 benchmarks
138 papers with code
Type prediction
3 benchmarks
42 papers with code
Program Repair
3 benchmarks
34 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
74 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
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
6 benchmarks
135 papers with code
Motion Synthesis
Motion Synthesis
9 benchmarks
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
3 benchmarks
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
8 benchmarks
49 papers with code
Annotated Code Search
3 benchmarks
2 papers with code
Source Code Summarization
Source Code Summarization
10 benchmarks
37 papers with code
Method name prediction
1 benchmark
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
3 benchmarks
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
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
