| --- |
| license: mit |
| pretty_name: BrickBench Runs |
| configs: |
| - config_name: default |
| data_files: samples.parquet |
| --- |
| |
| <div align="center"> |
|
|
| # BrickBench Runs |
| [Peter Kulits](https://kulits.github.io/) [Yiqing Xu](https://eeching.github.io/) [R. Kenny Jones](https://rkjones4.github.io/) [Cordelia Schmid](https://cordeliaschmid.github.io/) [Jiajun Wu](https://jiajunwu.com/) |
|
|
| [\[Project Page\]](https://brickben.ch) | [\[Gallery\]](https://gallery.brickben.ch) | [\[Code\]](https://github.com/kulits/BrickAgent) |
|
|
| <img src="https://raw.githubusercontent.com/kulits/BrickAgent/master/docs/images/teaser_mosaic.avif" alt="BrickBench teaser" width="800"> |
|
|
| </div> |
|
|
| 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 |
| ```bibtex |
| @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}, |
| } |
| ``` |
|
|
