---
license: other
license_name: per-file
license_link: https://huggingface.co/datasets/Gemus-AI/DesignAnything-Bench/blob/main/LICENSES.md
pretty_name: Design Anything Bench Inputs
language:
- en
tags:
- design
- benchmark
size_categories:
- n<1K
configs:
- config_name: images
  default: true
  data_files:
  - split: inputs
    path: metadata/images.jsonl
---

# Design Anything Bench Inputs

The input images that the 228 tasks of the Design Anything benchmark (corpus v0.6) provide to the system under test: photographs, drawings, maps, references and generated stand-ins that the briefs ask the designer to work from.

Related material:

- Task briefs, scoring specifications, the evaluation protocol and the evaluator source: https://github.com/Gemus-AI/DesignAnything
- Design Anything's outputs on these tasks: https://huggingface.co/datasets/Gemus-AI/DesignAnything-Results

## Contents

| Content | Files | Size |
| --- | ---: | ---: |
| Input images (`blobs/`) | 682 | 1.16 GB |

```text
metadata/images.jsonl                      one row per image (the dataset viewer shows these)
blobs/sha256/<first two hex digits>/<sha256>.<ext>   the images, byte-identical
LICENSES.md                                licenses and third-party attribution
CHECKSUMS.sha256                           SHA-256 of every other file
```

Each task's brief (`benchmark/tasks/<taskId>/scenario.json` in the GitHub repository) lists the images it provides in `referenceAssets`, with a `path` and a `sha256`. The image with that digest is `blobs/sha256/<first two hex digits>/<sha256>.<ext>` here. The images are byte-identical to what the systems received, so metadata embedded in them (for example EXIF) is kept as well.

### Row fields (`metadata/images.jsonl`)

- `sha256`, `path`, `bytes`, `contentType`.
- `tasks`: the tasks that provide the image; `corpusPaths`: the `referenceAssets[].path` values that name it.
- `origin`: `authored` (made by the benchmark authors), `generated` (generated by the benchmark authors with an image model), or `third-party`.
- `license`, `source`, `licenseUrl`, `attribution`: see below.
- `redistributionReview`: `reviewed` for every image in this release (see below).
- `flags`: `share-alike`, `url-source` (the record points to a source web page), `label-conflict` (two records give different license labels), `exif` / `xmp` (the file carries embedded metadata).

## Licenses

All 682 inputs were reviewed for redistribution on 2026-10-17. The authors confirmed the `authored` and `generated` images. Each of the 55 third-party images was checked against its source page: the license on the page matches the record, and the CC BY-SA version and author match the attribution. The aerial photograph `site-overhead.png` for the architecture base-A tasks is USDA NAIP imagery, a US federal government work; it was labeled CC0 in the task corpus and is listed here as public domain.

Seven inputs carry CC BY-SA and two carry OGL-Toronto-1.0; their original attributions are listed separately in `LICENSES.md`. The third-party images that carry EXIF or XMP metadata are byte-identical to the files published at their sources.

This dataset is **not** released under a single license. Every image keeps its own license, recorded per file:

- `authored` and `generated` images: CC BY 4.0, attribution "The Design Anything Authors".
- `third-party` images: the license of their source (public domain, CC0, CC BY-SA, Open Government Licence – Toronto), with the attribution in `LICENSES.md`. CC BY-SA images remain under CC BY-SA.

The CC BY 4.0 grant for `authored` and `generated` images applies to the extent the authors hold rights in them.

To report a problem with any file, or to request its removal, open a discussion on this dataset page.

## Citation

Please cite the Design Anything paper: https://arxiv.org/abs/2610.24771. Citation details are on the project page: https://designanything.gemus.ai