English(EN) ICLayout-Bench: Benchmarking LLM Agents for Custom Circuit Layout Design

新基准测试评估定制电路布局设计的LLM代理

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-11 05:00

一个名为ICLayout-Bench的新基准测试已被开发出来，用于评估大型语言模型（LLM）代理在定制电路布局设计中的能力。该基准测试利用电子设计自动化（EDA）工具，根据网表生成和优化GDSII布局，并从物理验证、电气性能和面积方面进行评估。该基准测试包含13个工艺设计套件（PDK）中的165个任务，涵盖了从3纳米到180纳米的技术节点，并已用于测试七种不同LLM模型的22种配置。 AI

影响该基准测试有望加速AI代理在电路设计等专业工程任务中的开发和应用。

排序理由该条目描述了一个用于评估特定技术领域LLM代理的新基准测试和研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Zhangmai Li, Tianrui Ma, Zheng Weng, Mo Zou, Zidong Du, Yifan Hao, Yongwei Zhao, Wei Li, Jing Li, Qi Guo, Yunji Chen · 2026-11-11 05:00

ICLayout-Bench：用于定制电路布局设计的LLM代理基准测试

arXiv:2611.12982v1 Announce Type: cross Abstract: Large language model (LLM) agents are being explored for circuit design, but their ability to produce high-quality custom layouts has not been extensively evaluated. ICLayout-Bench is a benchmark in which agents use electronic des…

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报道来源 [1]

ICLayout-Bench：用于定制电路布局设计的LLM代理基准测试

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