| --- |
| 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. |
|
|
