BrickBench: Evaluating Agentic Brick Des · 个人研究情报与个性化信息订阅系统

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❔ 待判断未分类未分类状态：候选未评分

来源: arXiv 人工智能预印本（Atom）（arXiv · INTL）
发布时间: 2026-10-09 01:58
采集时间: 2026-10-10 13:32
语言: en
地域置信度: —
原始链接: https://arxiv.org/abs/2610.12452v1
内容指纹: 898a2cac8aec611ee0e1e551d91899b0c71c250b861d3b3888b251805fb99d42

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We propose BrickBench, a benchmark for agentic text-conditioned LEGO-set design. Given a prompt, an agent is tasked with producing an assembly that not only satisfies semantic and design criteria, but that can also be physically built. To do so, it must select parts from a discrete library and reason jointly about local and global constraints. We score validity, alignment, and design across three settings that vary in scale and part availability. We provide BrickAgent, an environment for coding agents to construct, inspect, and validate their designs. We find that leading agents largely satisf…

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We propose BrickBench, a benchmark for agentic text-conditioned LEGO-set design. Given a prompt, an agent is tasked with producing an assembly that not only satisfies semantic and design criteria, but that can also be physically built. To do so, it must select parts from a discrete library and reason jointly about local and global constraints. We score validity, alignment, and design across three settings that vary in scale and part availability. We provide BrickAgent, an environment for coding agents to construct, inspect, and validate their designs. We find that leading agents largely satisfy verifiable physical and semantic requirements, but fall short of human designs. We release our benchmark and environment at http://www.brickben.ch

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2026-10-09 首次出现

BrickBench: Evaluating Agentic Brick Design

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