| EvoAgentX: An Automated Framework for Evolving Agentic Workflows | Jul 4, 2025 | Code GenerationMath | CodeCode Available | 7 |
| CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases | Aug 7, 2024 | HumanEvalmbpp | CodeCode Available | 7 |
| Code Llama: Open Foundation Models for Code | Aug 24, 2023 | 16kCode Generation | CodeCode Available | 6 |
| OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement | Feb 22, 2024 | Code GenerationHumanEval | CodeCode Available | 5 |
| WizardCoder: Empowering Code Large Language Models with Evol-Instruct | Jun 14, 2023 | Code GenerationHumanEval | CodeCode Available | 5 |
| Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step | Feb 25, 2024 | Code GenerationHumanEval | CodeCode Available | 4 |
| Web-Bench: A LLM Code Benchmark Based on Web Standards and Frameworks | May 12, 2025 | Code Generation | CodeCode Available | 3 |
| DataDecide: How to Predict Best Pretraining Data with Small Experiments | Apr 15, 2025 | ARCHellaSwag | CodeCode Available | 3 |
| KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding | Mar 4, 2025 | HumanEvalmbpp | CodeCode Available | 3 |
| any4: Learned 4-bit Numeric Representation for LLMs | Jul 7, 2025 | GPUGSM8K | CodeCode Available | 2 |
| Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning | Apr 14, 2025 | Mathematical Reasoningmbpp | CodeCode Available | 2 |
| MasRouter: Learning to Route LLMs for Multi-Agent Systems | Feb 16, 2025 | HumanEvalmbpp | CodeCode Available | 2 |
| CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging | Feb 8, 2025 | Code GenerationHumanEval | CodeCode Available | 2 |
| A Survey on Large Language Models for Code Generation | Jun 1, 2024 | Code GenerationHumanEval | CodeCode Available | 2 |
| MapCoder: Multi-Agent Code Generation for Competitive Problem Solving | May 18, 2024 | Code GenerationHumanEval | CodeCode Available | 2 |
| NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts | May 7, 2024 | HumanEvalmbpp | CodeCode Available | 2 |
| AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation | Dec 20, 2023 | Code GenerationHumanEval | CodeCode Available | 2 |
| InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback | Jun 26, 2023 | BenchmarkingCode Generation | CodeCode Available | 2 |
| MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation | Aug 17, 2022 | BenchmarkingCode Generation | CodeCode Available | 2 |
| CodeT: Code Generation with Generated Tests | Jul 21, 2022 | Code GenerationHumanEval | CodeCode Available | 2 |
| CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning | Jul 5, 2022 | Code GenerationDecoder | CodeCode Available | 2 |
| Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking | May 20, 2025 | HumanEvalmbpp | CodeCode Available | 1 |
| Rethinking Repetition Problems of LLMs in Code Generation | May 15, 2025 | Code GenerationHumanEval | CodeCode Available | 1 |
| CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models | Feb 23, 2025 | Code GenerationHumanEval | CodeCode Available | 1 |
| Learning to Generate Unit Tests for Automated Debugging | Feb 3, 2025 | HumanEvalLarge Language Model | CodeCode Available | 1 |
