SOTAVerified

Code Generation

Code Generation is an important field to predict explicit code or program structure from multimodal data sources such as incomplete code, programs in another programming language, natural language descriptions or execution examples. Code Generation tools can assist the development of automatic programming tools to improve programming productivity.

Source: Deep Learning for Source Code Modeling and Generation

Image source: Measuring Coding Challenge Competence With APPS

Papers

Showing 14511500 of 1697 papers

TitleStatusHype
Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code0
Benchmarking Causal Study to Interpret Large Language Models for Source Code0
HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification0
Inductive-bias Learning: Generating Code Models with Large Language ModelCode0
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation0
Case Study: Using AI-Assisted Code Generation In Mobile TeamsCode0
A Comparative Study of Code Generation using ChatGPT 3.5 across 10 Programming Languages0
An Empirical Study of AI-based Smart Contract Creation0
MetaGPT: Meta Programming for A Multi-Agent Collaborative FrameworkCode0
VeriGen: A Large Language Model for Verilog Code Generation0
PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback0
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis0
How Does Naming Affect LLMs on Code Analysis Tasks?0
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa0
Code Detection for Hardware Acceleration Using Large Language Models0
Using an LLM to Help With Code Understanding0
Extending the Frontier of ChatGPT: Code Generation and Debugging0
FRANC: A Lightweight Framework for High-Quality Code Generation0
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models0
Explaining Competitive-Level Programming Solutions using LLMs0
Lightweight reranking for language model generations0
Model Card and Evaluations for Claude Models0
Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML0
Code Generation for Machine Learning using Model-Driven Engineering and SysMLCode0
Entity Identifier: A Natural Text Parsing-based Framework For Entity Relation Extraction0
Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models0
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence0
Exploring Continual Learning for Code Generation ModelsCode0
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review0
From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy0
Stay on topic with Classifier-Free Guidance0
MyCrunchGPT: A chatGPT assisted framework for scientific machine learning0
Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets0
Exploring the Robustness of Large Language Models for Solving Programming Problems0
(Security) Assertions by Large Language Models0
Textbooks Are All You Need0
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices0
Artificial Intelligence for Technical Debt Management in Software Development0
Are ChatGPT and Other Similar Systems the Modern Lernaean Hydras of AI?0
Multi-target Backdoor Attacks for Code Pre-trained Models0
Adding guardrails to advanced chatbots0
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text0
Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming0
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code0
Computing Education in the Era of Generative AI0
Empowering Business Transformation: The Positive Impact and Ethical Considerations of Generative AI in Software Product Management -- A Systematic Literature Review0
SelfEvolve: A Code Evolution Framework via Large Language Models0
Knowledge-Driven Robot Program Synthesis from Human VR DemonstrationsCode0
A Static Evaluation of Code Completion by Large Language Models0
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?Code0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EG-CFG (DeepSeek-V3-0324)Accuracy96.6Unverified
2QualityFlow (Sonnet-3.5)Accuracy94.2Unverified
3o1-mini + MapCoder (Hamming.ai)Accuracy93.2Unverified
4MGDebugger (DeepSeek-V3-0324)Accuracy92.4Unverified
5GPT-4 + AgentCoderAccuracy91.8Unverified
6CodeSim (GPT4o)Accuracy90.7Unverified
7Jiutian-大模型Accuracy90Unverified
8GPT-3.5 Turbo (ChatGPT) + AgentCoderAccuracy89.9Unverified
9MapCoder (GPT-4o)Accuracy89.7Unverified
10GPT-4 (ChatGPT Plus)Accuracy87.5Unverified
#ModelMetricClaimedVerifiedStatus
1LPW (GPT-4o)Introductory Pass@187.2Unverified
2MoTCoder-32B-V1.5Introductory Pass@168.44Unverified
3MoTCoder-7B-V1.5Introductory Pass@154.26Unverified
4code-davinci-002 175B (CodeT)Introductory Pass@147.3Unverified
5deepseek-ai/deepseek-coder-6.7b-instructIntroductory Pass@133.8Unverified
6code-davinci-002 175BIntroductory Pass@131.92Unverified
7CodeChain+WizardCoder-15bIntroductory Pass@129.3Unverified
8WizardCoder-15bIntroductory Pass@126.29Unverified
9CodeSim (GPT4)Introductory Pass@126.04Unverified
10AlphaCode 1B Filtered from 50000Competition Pass@any22Unverified
#ModelMetricClaimedVerifiedStatus
1PanGu-Coder-FT-IBLEU44.32Unverified
2RoBERTaMarianBLEU35.74Unverified
3MarianCGBLEU34.43Unverified
4TranX + BERT w/minedBLEU34.2Unverified
5BERT + TAEBLEU33.41Unverified
6BERTMarianBLEU32.46Unverified
7External Knowledge With API + RerankingBLEU32.26Unverified
8External Knowledge With APIBLEU30.69Unverified
9BART W/ MinedBLEU30.55Unverified
10ELECTRAMarianBLEU30.18Unverified
#ModelMetricClaimedVerifiedStatus
1MarianCGAccuracy81.83Unverified
2BERT + TAEAccuracy81.03Unverified
3TranX + BERT w/minedAccuracy81.03Unverified
4RerankerAccuracy80.2Unverified
5LUKEMarianAccuracy78.5Unverified
6RoBERTaMarianAccuracy77.95Unverified
7BERTMarianAccuracy76.68Unverified
8TranxAccuracy73.7Unverified
9ELECTRAMarianAccuracy65.32Unverified
10lpn (Ling et al., 2016)Accuracy62.3Unverified
#ModelMetricClaimedVerifiedStatus
1NL2SQL-RULEExecution Accuracy89.2Unverified
2TypeSQL+TC (Yu et al., 2018)+Execution Accuracy82.6Unverified
3TranxExecution Accuracy78.6Unverified
4STAMP+RL (Sun et al., 2018)+Execution Accuracy74.6Unverified
5STAMP (Sun et al., 2018)+Execution Accuracy74.4Unverified
6TypeSQL (Yu et al., 2018)Execution Accuracy73.5Unverified
7PT-MAML (Huang et al., 2018)Execution Accuracy68Unverified
8Bidirectional Attention for SQL GenerationExecution Accuracy62.5Unverified
9Seq2SQL (Zhong et al., 2017)Execution Accuracy59.4Unverified
10Seq2Seq (Zhong et al., 2017)Execution Accuracy35.9Unverified
#ModelMetricClaimedVerifiedStatus
1QurrentOS-coder + Claude 3.5 Sonnetpass@158Unverified
2QurrentOS-coder + GPT-4opass@146Unverified
3QurrentOS-coder + GPT-4 Turbopass@137Unverified
4QurrentOS-coder + Claude 3 Opuspass@136Unverified
5QurrentOS-coder + Gemini 1.5 Propass@130Unverified
6QurrentOS-coder + GPT-4pass@130Unverified
7QurrentOS-coder + DeepSeek-Coder-V2pass@129Unverified
8QurrentOS-coder + Llama 3 70bpass@120Unverified
9QurrentOS-coder + Qwen-72B-Instructpass@118Unverified
#ModelMetricClaimedVerifiedStatus
1EG-CFG (DeepSeek-V3-0324)Test Set pass@158.18Unverified
2LPW (GPT-4o)Test Set pass@134.7Unverified
3MapCoder (GPT-4)Test Set pass@128.5Unverified
4CodeSim (GPT4)Test Set pass@128.4Unverified
5MoTCoder-15BTest Set pass@126.34Unverified
6MoTCoder-7B-v1.5Test Set pass@120.77Unverified
7CodeChain + WizardCoder-15BTest Set pass@12.35Unverified
8WizardCoder-15BTest Set pass@11.11Unverified
#ModelMetricClaimedVerifiedStatus
1DeepSeek-R1 (MGDebugger)Pass@1100Unverified
2LLaMA 3Pass@199.4Unverified
3QualityFlow (Sonnet-3.5)Pass@198.8Unverified
4Phi-2Pass@198.2Unverified
5EG-CFG (DeepSeek-V3-0324)Pass@196.95Unverified
6Mistral 7BPass@193.9Unverified
7Claude Sonnet 3.5Pass@190.85Unverified
8L2MAC (GPT-4)Pass@190.2Unverified
#ModelMetricClaimedVerifiedStatus
1Claude 3 HaikuPass@327.67Unverified
2GPT-3.5 TurboPass@323.75Unverified
3codechat-bisonPass@311.39Unverified
4chat-bisonPass@38.48Unverified
5Mixtral-8x7B-InstructPass@38.35Unverified
6Phi-3-mini-128k-instructPass@37.18Unverified
7WizardLM-2-7BPass@33.72Unverified
8Llama-3-8B-InstructPass@33.1Unverified
#ModelMetricClaimedVerifiedStatus
1o1-previewpass@10.95Unverified
2o1-minipass@10.94Unverified
3gpt-4o-2024-08-06pass@10.89Unverified
4claude-3.5-sonnetpass@10.88Unverified
5deepseek-v2.5pass@10.83Unverified
6mistral-large-2pass@10.78Unverified
7deepseek-coder-v2-instructpass@10.7Unverified
8llama-v3p1-405b-instructpass@10.3Unverified
#ModelMetricClaimedVerifiedStatus
1BART W/ MinedBLEU35.32Unverified
2BART BaseBLEU34.35Unverified
3External Knowledge With API + RerankingBLEU20.54Unverified
4External Knowledge With APIBLEU20.37Unverified
5RerankerBLEU19.85Unverified
6TranXBLEU18.85Unverified
#ModelMetricClaimedVerifiedStatus
1claude-3-5-sonnetpass@10.68Unverified
2o1-minipass@10.67Unverified