1️⃣ 当前Code Agent在执行有风险代码时,容易出现漏洞,甚至导致敏感文件被删除。 2️⃣ 在不同领域的威胁场景中,Code Agent更倾向于拒绝操作系统领域的危险任务。 3️⃣ 不同的prompt输入形式也会影响Code Agent的安全表现,例如自然语言输入比代码输入更能指导完成危险任务。 4️⃣ 基
We introduce DA-Code, a code generation benchmark specifically designed to assess LLMs on agent-based data science tasks. This benchmark features three core elements: First, the tasks within DA-Code are inherently challenging, setting them apart from traditional code generation tasks and demanding ...
SWE-bench Lite 是由普林斯顿大学提出的一个极具挑战性的、针对 LLM 解决真实 GitHub Issue 的 benchmark,近期受到工业界、学术界和创业团队的广泛关注。近日,豆包MarsCode Agent在 SWE-bench Lite 排行榜上位列第一。01多Agent 协作框架开发者在日常的开发工作中常常会遇到各种问题,例如: ...
SWE-bench 2023-10 代码修复 2294 1(python) 来自github仓库(应该都是英文,未验证) 沙盒 29.38%( ✅ OpenHands + CodeAct v2.1 (claude-3-5-sonnet-20241022)) SWE-bench-lite 2024-03 代码修复 300 1(python) 从swebench精选 沙盒 48.33%(Globant Code Fixer Agent) SWE-bench-verified 2024-08 代码...
解决真实GitHub Issue的基准测试,字节家的豆包MarsCode Agent悄悄登顶了。 SWE-Bench,一个由普林斯顿大学提出的极具挑战性的Benchmark,近期受到工业界、学术界和创业团队的广泛关注。 在其子集SWE-Bench Lite排行榜上,豆包MarsCode Agent近期冲上第一。 虽然这是面向所有大模型解决方案的评测,但现在排名靠前的部分已...
AgentBench is a comprehensive benchmark designed to evaluate Large Language Models (LLMs) as agents in interactive environments. LLMs, which are increasingly smart and autonomous, have expanded beyond traditional natural language processing tasks to tack
SWE-bench Lite 是由普林斯顿大学提出的一个极具挑战性的、针对 LLM 解决真实 GitHub Issue 的 benchmark,近期受到工业界、学术界和创业团队的广泛关注。近日,豆包MarsCode Agent在 SWE-bench Lite 排行榜上位列第一。 多Agent 协作框架 开发者在日常的开发工作中常常会遇到各种问题,例如: ...
AGENT code - neutron transport benchmark example and extension to 3D lattice geometry. Nuclear Technology & Radiation Protection 20 (2), 10-16.Hursin, M., Jevremovic, T., 2005. Agent code: Neutron transport benchmark example and extension to 3D lattice geometry. Nuclear Technology and ...
qwen_agent/utils util.py 90 changes: 90 additions & 0 deletions 90 benchmark/README.md Show comments View file Edit file Delete file This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an edito...
This paper summarizes the recent new features added to AGENT code: full 3D capability based on coupling 2D MOC with 1D FDM, and full 2D core capability based on coupling single assembly solutions. To improve the accuracy of 3D solution we plan to implement a higher order 1D axial solution li...