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Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology

AI Model Performance Benchmarks

Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology

Compiler Optimization

44 papers | 0 benchmarks

Type prediction

44 papers | 3 benchmarks

Chart Question Answering

41 papers | 3 benchmarks

Traffic Signal Control

40 papers | 0 benchmarks

Code Classification

37 papers | 0 benchmarks

Code Translation

37 papers | 2 benchmarks

C++ code

36 papers | 0 benchmarks

Reinforcement Learning (RL)

34 papers | 2 benchmarks

Code Repair

32 papers | 1 benchmarks

scoring rule

32 papers | 0 benchmarks

Code Generation

31 papers | 26 benchmarks

Low-rank compression

29 papers | 0 benchmarks

Value prediction

29 papers | 1 benchmarks

Fault localization

25 papers | 0 benchmarks

Learning to Execute

25 papers | 0 benchmarks

Log Parsing

25 papers | 0 benchmarks

Load Forecasting

24 papers | 0 benchmarks

Text-To-SQL

23 papers | 10 benchmarks

Neural Network simulation

21 papers | 0 benchmarks

Program Repair

18 papers | 3 benchmarks

Text-to-Code Generation

18 papers | 1 benchmarks

Code Search

17 papers | 6 benchmarks

Motion Style Transfer

16 papers | 0 benchmarks

Program induction

16 papers | 0 benchmarks

Variable misuse

15 papers | 0 benchmarks

Code Comment Generation

10 papers | 1 benchmarks

NMT

9 papers | 0 benchmarks

Paraphrase Generation

8 papers | 3 benchmarks

Semantic Segmentation

8 papers | 149 benchmarks

Cloud Computing

7 papers | 0 benchmarks

Code Documentation Generation

7 papers | 7 benchmarks

Source Code Summarization

7 papers | 9 benchmarks

Enumerative Search

7 papers | 0 benchmarks

Program Synthesis

7 papers | 3 benchmarks

Single-Image Portrait Relighting

7 papers | 1 benchmarks

SQL-to-Text

7 papers | 1 benchmarks

Deblurring

4 papers | 16 benchmarks

Library-Oriented Code Generation

4 papers | 0 benchmarks

Nature-Inspired Optimization Algorithm

4 papers | 2 benchmarks

SQL Synthesis

3 papers | 0 benchmarks

Webcam (RGB) image classification

3 papers | 0 benchmarks

Annotated Code Search

2 papers | 3 benchmarks

Contextual Embedding for Source Code

2 papers | 0 benchmarks

Exception type

2 papers | 0 benchmarks

Runtime ranking

2 papers | 1 benchmarks

API Sequence Recommendation

1 papers | 1 benchmarks

CodeSearchNet - Java

1 papers | 0 benchmarks

CSV dialect detection

1 papers | 1 benchmarks

Edit script generation

1 papers | 0 benchmarks

EditCompletion

1 papers | 1 benchmarks

File difference

1 papers | 0 benchmarks

Formalize foundations of universal algebra in dependent type theory

1 papers | 0 benchmarks

Function-docstring mismatch

1 papers | 0 benchmarks

Git Commit Message Generation

1 papers | 1 benchmarks

noisy quantum circuit classification (quantum ML, error mitigation))

1 papers | 0 benchmarks

noisy quantum circuit classification (quantum ML, error mitigation)

1 papers | 0 benchmarks

OpenAPI code completion

1 papers | 1 benchmarks

Programming Error Detection

1 papers | 0 benchmarks

quantum circuit classification (quantum ML)

1 papers | 0 benchmarks

Sentinel-1 SAR processing

1 papers | 0 benchmarks

Sparse subspace-based clustering

1 papers | 0 benchmarks

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

1 papers | 0 benchmarks

Sql Chatbots

1 papers | 0 benchmarks

Swapped operands

1 papers | 0 benchmarks

Tiling & Deployment

1 papers | 0 benchmarks

Video Defect Classification

1 papers | 0 benchmarks

Write Computer Programs From Specifications

1 papers | 0 benchmarks

Wrong binary operator

1 papers | 0 benchmarks