metadata
license: mit
pretty_name: BrickBench Runs
configs:
- config_name: default
data_files: samples.parquet
BrickBench Runs
Peter Kulits Yiqing Xu R. Kenny Jones Cordelia Schmid Jiajun Wu
[Project Page] | [Gallery] | [Code]
This repo contains the outputs for each of the BrickBench evaluations.
samples.parquet one row per build: model, split, task, verdict, parts, agent, files
<model>/<split>/<task>/
build.py the build program if applicable; build() returns the assembly
*.py additional modules build.py imports, if any
model.mpd the model
trace.jsonl.gz the agent's session log
thumb-512.avif
hero-1024.avif
view-0.avif . . . view-7.avif full 2k renders for each view
<split> is model, set, or alt; <task> is the task id (model-001, . . .).
| Folder | Model |
|---|---|
astra |
GPT-6 Astra |
sol61 |
GPT-6.1 Sol |
opus55 |
Claude Opus 5.5 |
opus5 |
Claude Opus 5 |
qwen |
Qwen 3.8 Flash |
sol56 |
GPT-5.6 Sol |
gemini |
Gemini 3.8 Flash |
deepseek |
DeepSeek V4.1 Flash |
luna |
GPT-5.6 Luna |
muse |
Muse Spark 1.3 |
glm |
GLM 5.3 Flash |
bricknet |
BrickNet-14B |
brickgpt |
BrickGPT |
brickwright |
BrickWright (GPT-6 Astra) |
Citation
@misc{kulits2026brickbenchevaluatingagenticbrick,
title={BrickBench: Evaluating Agentic Brick Design},
author={Peter Kulits and Yiqing Xu and R. Kenny Jones and Cordelia Schmid and Jiajun Wu},
year={2026},
eprint={2610.12452},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2610.12452},
}