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SAST-GUI-Traces

SAST-GUI-Traces is a collection of execution traces produced during SAST-GUI experiments on GUI-agent and computer-use benchmarks.

The repository is organized by benchmark, benchmark version, and model/run configuration.

Repository Structure

~~text SAST-GUI-Traces/ ├── ClawBench/ │ ├── v1/ │ │ ├── cb-v1-glm-xcc/ │ │ └── cb-v1-qwen-xcc/ │ │ │ └── v2/ │ ├── cb-v2-glm-xcc/ │ └── cb-v2-qwen-xcc/ │ └── OSWorld/ ~~

ClawBench

The ClawBench portion contains execution traces collected from two benchmark versions.

ClawBench v1

  • cb-v1-glm-xcc
  • cb-v1-qwen-xcc

ClawBench v2

  • cb-v2-glm-xcc
  • cb-v2-qwen-xcc

The original experiment directory names are retained in the dataset to preserve correspondence with the source experiment runs.

OSWorld

The OSWorld directory is reserved for SAST-GUI OSWorld execution traces.

OSWorld traces can be added under this directory as additional experiments are prepared for release.

Trace Data

The directories contain artifacts generated during benchmark execution. Depending on the experiment and task, these may include agent trajectories, task metadata, execution information, logs, screenshots, and other run artifacts produced by the evaluation environment.

The trace files are preserved using their original experiment directory hierarchy to make it possible to associate artifacts with their corresponding benchmark runs and tasks.

Intended Use

This dataset is intended primarily for research involving:

  • GUI agents
  • computer-use agents
  • agent trajectory analysis
  • benchmark evaluation
  • failure and success analysis
  • tool-use behavior analysis
  • agent debugging
  • reproducibility of SAST-GUI experiments

Access

Access to this dataset is controlled by the dataset maintainers.

Researchers and collaborators who require access should use the Hugging Face dataset access-request mechanism. Access may be reviewed and granted by the repository owner.

Dataset Maintenance

Additional SAST-GUI traces, including OSWorld experiments and future benchmark runs, may be added while retaining the benchmark/version directory organization.

Citation

Citation information will be added alongside the associated SAST-GUI research release.

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