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Browse SoTA
> Computer Code
Computer Code
264 benchmarks • 69 tasks • 469 datasets • 19661 papers with code
Semantic Segmentation
Semantic Segmentation
350 benchmarks
6478 papers with code
Tumor Segmentation
4 benchmarks
300 papers with code
Panoptic Segmentation
33 benchmarks
253 papers with code
3D Semantic Segmentation
23 benchmarks
210 papers with code
Weakly-Supervised Semantic Segmentation
10 benchmarks
167 papers with code
See all 30 tasks
2D Classification
Object Detection
407 benchmarks
4582 papers with code
Style Transfer
5 benchmarks
749 papers with code
Deblurring
34 benchmarks
401 papers with code
Backdoor Attack
208 papers with code
Neural Rendering
195 papers with code
See all 26 tasks
Classification
Classification
376 benchmarks
3726 papers with code
Text Classification
169 benchmarks
1290 papers with code
Graph Classification
77 benchmarks
472 papers with code
Multi-class Classification
5 benchmarks
279 papers with code
Audio Classification
29 benchmarks
178 papers with code
See all 25 tasks
10-shot image generation
Object
3919 papers with code
Image Restoration
74 benchmarks
634 papers with code
Text-to-Image Generation
18 benchmarks
502 papers with code
Deblurring
34 benchmarks
401 papers with code
Text to Speech
2 benchmarks
376 papers with code
See all 17 tasks
Reinforcement Learning (RL)
Reinforcement Learning (RL)
6 benchmarks
4531 papers with code
Off-policy evaluation
99 papers with code
Multi-Objective Reinforcement Learning
51 papers with code
3D Point Cloud Reinforcement Learning
1 benchmark
2 papers with code
RoomEnv-v0
1 benchmark
1 papers with code
See all 7 tasks
Autonomous Vehicles
Autonomous Driving
10 benchmarks
1987 papers with code
Autonomous Vehicles
59 benchmarks
667 papers with code
Self-Driving Cars
187 papers with code
Autonomous Navigation
1 benchmark
181 papers with code
Simultaneous Localization and Mapping
180 papers with code
See all 16 tasks
Deep Learning
Deep Learning
2644 papers with code
Text Generation
Text Generation
164 benchmarks
1961 papers with code
Dialogue Generation
14 benchmarks
260 papers with code
Data-to-Text Generation
44 benchmarks
112 papers with code
Multi-Document Summarization
5 benchmarks
110 papers with code
Story Generation
8 benchmarks
105 papers with code
See all 27 tasks
Text-to-Image Generation
18 benchmarks
502 papers with code
Deblurring
34 benchmarks
401 papers with code
Conformal Prediction
250 papers with code
Image Deblurring
10 benchmarks
162 papers with code
Face Detection
17 benchmarks
146 papers with code
See all 21 tasks
Code Generation
Code Generation
37 benchmarks
637 papers with code
Code Translation
2 benchmarks
51 papers with code
Code Documentation Generation
7 benchmarks
7 papers with code
GitHub issue resolution
4 papers with code
Library-Oriented Code Generation
4 papers with code
See all 6 tasks
NMT
NMT
520 papers with code
Direct NMT
Blind Image Deblurring
Deblurring
34 benchmarks
401 papers with code
Program Synthesis
Program Synthesis
10 benchmarks
171 papers with code
Program Repair
3 benchmarks
51 papers with code
Type prediction
3 benchmarks
44 papers with code
Value prediction
1 benchmark
21 papers with code
Enumerative Search
5 papers with code
See all 6 tasks
Edge-computing
Edge-computing
223 papers with code
Device-Cloud Collaboration
1 papers with code
Tiling & Deployment
1 papers with code
Data Mining
Argument Mining
7 benchmarks
97 papers with code
Opinion Mining
1 benchmark
62 papers with code
cognitive diagnosis
21 papers with code
Subgroup Discovery
17 papers with code
Sequential Pattern Mining
1 benchmark
9 papers with code
See all 8 tasks
Text-To-SQL
Text-To-SQL
11 benchmarks
193 papers with code
MMSQL performance
1 benchmark
1 papers with code
Motion Synthesis
Motion Synthesis
13 benchmarks
122 papers with code
motion in-betweening
7 papers with code
Motion Style Transfer
6 papers with code
Temporal Human Motion Composition
1 papers with code
Cloud Computing
Cloud Computing
94 papers with code
Program Repair
Program Repair
3 benchmarks
51 papers with code
Fault localization
22 papers with code
Variable misuse
11 papers with code
Exception type
2 papers with code
Function-docstring mismatch
1 papers with code
See all 7 tasks
Code Search
Code Search
10 benchmarks
60 papers with code
Annotated Code Search
3 benchmarks
2 papers with code
Traffic Signal Control
Traffic Signal Control
62 papers with code
Physical Simulations
Physical Simulations
5 benchmarks
51 papers with code
Neural Network simulation
7 papers with code
Optical Tweezers Simulations
1 papers with code
Liquid Simulation
Source Code Summarization
Source Code Summarization
10 benchmarks
38 papers with code
Method name prediction
1 benchmark
15 papers with code
Load Forecasting
Load Forecasting
48 papers with code
Type prediction
Type prediction
3 benchmarks
44 papers with code
C++ code
C++ code
33 papers with code
Program induction
Program induction
24 papers with code
Chart Question Answering
Chart Question Answering
3 benchmarks
22 papers with code
scoring rule
scoring rule
22 papers with code
Value prediction
Value prediction
1 benchmark
21 papers with code
Body Mass Index (BMI) Prediction
Code Classification
Code Classification
15 papers with code
Log Parsing
Log Parsing
15 papers with code
Code Repair
Code Repair
1 benchmark
13 papers with code
Learning to Execute
Learning to Execute
13 papers with code
Low-rank compression
Low-rank compression
13 papers with code
Text-to-Code Generation
Text-to-Code Generation
1 benchmark
11 papers with code
Compiler Optimization
Compiler Optimization
10 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
Nature-Inspired Optimization Algorithm
Nature-Inspired Optimization Algorithm
2 benchmarks
2 papers with code
Runtime ranking
Runtime ranking
1 benchmark
2 papers with code
API Sequence Recommendation
API Sequence Recommendation
1 benchmark
1 papers with code
Code Completion
OpenAPI code completion
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
OpenAPI code completion
OpenAPI code completion
1 benchmark
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
