UI-S1: GUI Automation Dataset for Mobile Agents

A dataset for training the UI-S1-7B model, which advances GUI automation via semi-online reinforcement learning. The dataset was created by mPLUG and was last updated on Hugging Face in October 2025. Its specific size, format, and structure are not detailed in the provided metadata.

Use Cases

• Training semi-online reinforcement learning agents based on the GUI automation task described.
• Benchmarking mobile agent performance on UI interaction tasks.
• Developing models for automated software testing on mobile platforms.

Strengths

• Dataset is associated with a published research project (UI-S1) with a public project page.
• Last update timestamp (2025-10-28 07:25:14) is provided.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file formats, and license are unknown, which may limit suitability assessment.

Provenance

Source

mPLUG

Collection Method

Likely generated for training a reinforcement learning model for GUI automation.

Freshness

Last updated 2025-10-28 07:25:14; freshness should be verified.