---
license: mit
pretty_name: PosterBench-mini
language:
- en
tags:
- benchmark
- academic-posters
- poster-generation
- metadata-only
- arxiv:2608.13560
size_categories:
- n<1K
configs:
- config_name: default
  data_files:
  - split: test
    path: data/test.jsonl
---

# PosterBench-mini

PosterBench-mini is the fixed 10-paper development subset of PosterBench,
introduced in [AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic
Design](https://arxiv.org/abs/2608.13560). It contains exactly two papers from
each of the benchmark's five disciplines.

This Hugging Face release is **metadata only**. It does not host or redistribute
the underlying paper PDFs, full text, abstracts, figures, tables, or
thumbnails.

## Load

```python
from datasets import load_dataset

dataset = load_dataset("YaxinLuo/PosterBench-mini", split="test")
```

For the complete 100-paper benchmark, use
[`YaxinLuo/PosterBench`](https://huggingface.co/datasets/YaxinLuo/PosterBench).

## Dataset structure

The columns follow the full PosterBench manifest:

- `id`, `discipline`, `case_id`
- `title`, `authors`, `year`
- `identifiers`
- `landing_url`, `download_policy`
- `pdf_url`, `license_url`
- `expected_sha256`, `schema_version`

`pdf_url` and `license_url` are present only when redistribution rights for the
exact paper version were verified. Records marked `manual_access_required`
must be obtained independently through a lawful source available to the user.

## License and rights boundary

The MIT license for this repository applies only to the PosterBench metadata,
benchmark-specific annotations, and documentation authored by the AutoDesign
project. It does **not** apply to or grant any rights in the underlying papers
or their contents. Each paper remains subject to its own copyright and license.
Users are responsible for confirming that their access and use are lawful.

## Source and reproducibility

- [AutoDesign repository](https://github.com/Yaxin9Luo/AutoDesign)
- [PosterBench evaluation guide](https://github.com/Yaxin9Luo/AutoDesign/tree/main/eval)
- [Canonical full manifest](https://github.com/Yaxin9Luo/AutoDesign/blob/main/eval/benchmark_manifest.jsonl)
- [Canonical mini IDs](https://github.com/Yaxin9Luo/AutoDesign/blob/main/eval/small_subset_ids.json)
- [Paper page](https://huggingface.co/papers/2608.13560)

Please cite the AutoDesign paper when using PosterBench-mini.