# GUIAct

Web and Android GUI action-instruction data, with single-step, multi-step and smartphone partitions.

- Catalog URL: https://awesomecua.github.io/resources/url-6cd150ec23361b4d2e84/
- Original source: https://huggingface.co/datasets/yiye2023/GUIAct
- Kind: dataset
- Review: curated
- Scope: core
- Environments: web, android
- Topics: grounding, data-generation
- Evidence checked: 2026-10-16T06:36:01Z
- ID: url:6cd150ec23361b4d2e84

## Limitations

Public JSON annotations and Parquet image packages are present. The project README declares CC-BY-4.0 for datasets, while this Hub card declares Apache-2.0; these conflicting declarations are retained without asserting a single confirmed data license. The project code’s MIT declaration is separate.

- Record JSON: https://awesomecua.github.io/resources/url-6cd150ec23361b4d2e84/record.json

## Structured profile

- formats: JSON, Parquet
- modalities: screenshots, instructions, actions
- splits: train, test
- supervision: single-step actions, multi-step navigation

### Count observations

- ≈ 67,000 action instructions — single-step portion (reported; source: https://raw.githubusercontent.com/yiye3/GUICourse/HEAD/README.md)
- ≈ 15,000 action instructions — multi-step portion (reported; source: https://raw.githubusercontent.com/yiye3/GUICourse/HEAD/README.md)

Quantities are rounded publisher descriptions, not downloaded sample counts. Data-license declarations conflict across first-party sources; no permissive license is inferred.

## License declarations

- code: not recorded
- data: not recorded
- document: not recorded
- weights: not recorded

- data review: Conflicting first-party dataset declarations: the GUICourse project README assigns CC-BY-4.0 to the datasets, while this exact Hub card declares Apache-2.0. The code MIT declaration does not resolve the data conflict.
  Sources: https://raw.githubusercontent.com/yiye3/GUICourse/HEAD/README.md, https://huggingface.co/datasets/yiye2023/GUIAct/raw/main/README.md

## Primary evidence

- https://raw.githubusercontent.com/yiye3/GUICourse/HEAD/README.md (retrieved 2026-10-16T06:36:01Z; SHA-256 0968273442bfb9a6478fe78f8b9a6247a3bb8e6d028880939b432fd009961e98)
- https://huggingface.co/api/datasets/yiye2023/GUIAct (retrieved 2026-10-17T04:01:33Z; SHA-256 624ccdd6e6c5b29b588a4289d1d94c1a1c0803868bd586175f2c9ebc3bfdd0b6)
- https://huggingface.co/datasets/yiye2023/GUIAct/raw/main/README.md (retrieved 2026-10-17T04:01:33Z; SHA-256 98b45ea81164d1e1a1dd82255207053b15cd6c69d922a1c5cf3387ce604d4b74)