From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Jia, Su, Yuxin, Lyu, Michael R. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
by: Li, Jia, et al.
Published: (2024)
by: Li, Jia, et al.
Published: (2024)
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging
by: Ni, Ziyi, et al.
Published: (2025)
by: Ni, Ziyi, et al.
Published: (2025)
ComBench: A Repo-level Real-world Benchmark for Compilation Error Repair
by: Li, Jia, et al.
Published: (2026)
by: Li, Jia, et al.
Published: (2026)
Automated Benchmark Generation for Repository-Level Coding Tasks
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
by: Wang, Yanli, et al.
Published: (2024)
by: Wang, Yanli, et al.
Published: (2024)
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
by: Yang, Jie, et al.
Published: (2026)
by: Yang, Jie, et al.
Published: (2026)
Beyond Code Snippets: Benchmarking LLMs on Repository-Level Question Answering
by: Alebachew, Yoseph Berhanu, et al.
Published: (2026)
by: Alebachew, Yoseph Berhanu, et al.
Published: (2026)
Agentic Harness for Real-World Compilers
by: Zheng, Yingwei, et al.
Published: (2026)
by: Zheng, Yingwei, et al.
Published: (2026)
CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
by: Roy, Monoshi Kumar, et al.
Published: (2025)
by: Roy, Monoshi Kumar, et al.
Published: (2025)
A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code
by: Lian, Keke, et al.
Published: (2025)
by: Lian, Keke, et al.
Published: (2025)
RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations
by: Li, Hanyu, et al.
Published: (2026)
by: Li, Hanyu, et al.
Published: (2026)
RepoMasterEval: Evaluating Code Completion via Real-World Repositories
by: Wu, Qinyun, et al.
Published: (2024)
by: Wu, Qinyun, et al.
Published: (2024)
Hierarchical Repository-Level Code Summarization for Business Applications Using Local LLMs
by: Dhulshette, Nilesh, et al.
Published: (2025)
by: Dhulshette, Nilesh, et al.
Published: (2025)
On the Impacts of Contexts on Repository-Level Code Generation
by: Hai, Nam Le, et al.
Published: (2024)
by: Hai, Nam Le, et al.
Published: (2024)
On The Importance of Reasoning for Context Retrieval in Repository-Level Code Editing
by: Kovrigin, Alexander, et al.
Published: (2024)
by: Kovrigin, Alexander, et al.
Published: (2024)
CATCODER: Repository-Level Code Generation with Relevant Code and Type Context
by: Pan, Zhiyuan, et al.
Published: (2024)
by: Pan, Zhiyuan, et al.
Published: (2024)
An Empirical Study of Proactive Coding Assistants in Real-World Software Development
by: Li, Lehui, et al.
Published: (2026)
by: Li, Lehui, et al.
Published: (2026)
REPOFUSE: Repository-Level Code Completion with Fused Dual Context
by: Liang, Ming, et al.
Published: (2024)
by: Liang, Ming, et al.
Published: (2024)
ATime-Consistent Benchmark for Repository-Level Software Engineering Evaluation
by: Xianpeng, et al.
Published: (2026)
by: Xianpeng, et al.
Published: (2026)
SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding
by: Cai, Songcheng, et al.
Published: (2026)
by: Cai, Songcheng, et al.
Published: (2026)
Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository
by: Deshpande, Ajinkya, et al.
Published: (2024)
by: Deshpande, Ajinkya, et al.
Published: (2024)
RepoRepair: Leveraging Code Documentation for Repository-Level Automated Program Repair
by: Pan, Zhongqiang, et al.
Published: (2026)
by: Pan, Zhongqiang, et al.
Published: (2026)
VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection
by: Meng, Renwei, et al.
Published: (2026)
by: Meng, Renwei, et al.
Published: (2026)
Needle in the Repo: A Benchmark for Maintainability in AI-Generated Repository Edits
by: Zhu, Haichao, et al.
Published: (2026)
by: Zhu, Haichao, et al.
Published: (2026)
Persistent Cross-Attempt State Optimization for Repository-Level Code Generation
by: Pan, Ruwei, et al.
Published: (2026)
by: Pan, Ruwei, et al.
Published: (2026)
In Line with Context: Repository-Level Code Generation via Context Inlining
by: Hu, Chao, et al.
Published: (2026)
by: Hu, Chao, et al.
Published: (2026)
ReCUBE: Evaluating Repository-Level Context Utilization in Code Generation
by: Hong, Jiseung, et al.
Published: (2026)
by: Hong, Jiseung, et al.
Published: (2026)
Toward Executable Repository-Level Code Generation via Environment Alignment
by: Pan, Ruwei, et al.
Published: (2026)
by: Pan, Ruwei, et al.
Published: (2026)
AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context
by: Zhang, Lei, et al.
Published: (2026)
by: Zhang, Lei, et al.
Published: (2026)
From Context to Intent: Reasoning-Guided Function-Level Code Completion
by: Li, Yanzhou, et al.
Published: (2025)
by: Li, Yanzhou, et al.
Published: (2025)
Benchmark of Benchmarks: Unpacking Influence and Code Repository Quality in LLM Safety Benchmarks
by: Chu, Junjie, et al.
Published: (2026)
by: Chu, Junjie, et al.
Published: (2026)
MemRepair: Hierarchical Memory for Agentic Repository-Level Vulnerability Repair
by: Liu, Simiao, et al.
Published: (2026)
by: Liu, Simiao, et al.
Published: (2026)
Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?
by: Gloaguen, Thibaud, et al.
Published: (2026)
by: Gloaguen, Thibaud, et al.
Published: (2026)
AlignCoder: Aligning Retrieval with Target Intent for Repository-Level Code Completion
by: Jiang, Tianyue, et al.
Published: (2026)
by: Jiang, Tianyue, et al.
Published: (2026)
Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification
by: Liu, Aofan, et al.
Published: (2025)
by: Liu, Aofan, et al.
Published: (2025)
CodeCrash: Exposing LLM Fragility to Misleading Natural Language in Code Reasoning
by: Lam, Man Ho, et al.
Published: (2025)
by: Lam, Man Ho, et al.
Published: (2025)
RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion
by: Phan, Huy N., et al.
Published: (2024)
by: Phan, Huy N., et al.
Published: (2024)
SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?
by: Ma, Jeffrey Jian, et al.
Published: (2025)
by: Ma, Jeffrey Jian, et al.
Published: (2025)
DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios
by: Gao, Zeyu, et al.
Published: (2025)
by: Gao, Zeyu, et al.
Published: (2025)
AInsteinBench: Benchmarking Coding Agents on Scientific Repositories
by: Duston, Titouan, et al.
Published: (2025)
by: Duston, Titouan, et al.
Published: (2025)
Similar Items
-
EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
by: Li, Jia, et al.
Published: (2024) -
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging
by: Ni, Ziyi, et al.
Published: (2025) -
ComBench: A Repo-level Real-world Benchmark for Compilation Error Repair
by: Li, Jia, et al.
Published: (2026) -
Automated Benchmark Generation for Repository-Level Coding Tasks
by: Vergopoulos, Konstantinos, et al.
Published: (2025) -
RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
by: Wang, Yanli, et al.
Published: (2024)