---
license: apache-2.0
pretty_name: OS-Omni Benchmark
task_categories:
- text-generation
tags:
- os-omni
- benchmark
- desktop-agents
- gui-agents
- android
- ios
- linux
- macos
- windows
- cross-vm
- croissant
size_categories:
- 100<n<1K
configs:
- config_name: default
  data_files:
  - split: train
    path: data/tasks.parquet
---

# OS-Omni Benchmark

OS-Omni is a cross-platform benchmark for evaluating agents that operate graphical operating-system environments. This dataset repository contains the static benchmark task definitions and supporting assets used to configure and evaluate OS-Omni tasks.

## Contents

- `data/tasks.parquet`: tabular task index for Hugging Face Dataset Viewer and Croissant generation.
- `data/tasks.jsonl`: JSON Lines copy of the same task index.
- `metadata/tasks.parquet`: duplicate task index kept with the metadata bundle.
- `metadata/tasks.jsonl`: duplicate JSON Lines task index kept with the metadata bundle.
- `metadata/summary.json`: aggregate counts by platform, oracle status, and difficulty.
- `croissant/os_omni_benchmark_croissant_rai.json`: hand-authored Croissant metadata with NeurIPS-style minimal RAI fields.
- `tasks/`: original YAML task specifications, including initialization and evaluation parameters.
- `assets/`: static assets needed by benchmark setup and documentation.
- `files/`: small static files used by desktop tasks.
- `apps/quickshop/shared/seed-data.json`: seed catalog data for QuickShop tasks.
- `executions/suites/`: benchmark suite selection files.
- `MANIFEST.sha256`: SHA256 checksums for uploaded files.

The VM and emulator images are intentionally not included in this repository. They should be hosted as separate large artifacts and referenced from the OS-Omni code repository or paper.

## Task Index Schema

Each row in `metadata/tasks.parquet` describes one YAML task file.

- `task_id`: stable task identifier from the YAML file.
- `platform`: target platform, such as `android`, `ios`, `linux`, `macos`, `windows`, or `cross_vm`.
- `is_oracle`: whether the file is an oracle task variant.
- `difficulty`: task difficulty when specified or inferable from the filename.
- `app_name`: primary application or domain inferred from metadata or task id.
- `instruction`: user-facing task instruction.
- `task_yaml_path`: path to the original YAML task definition in this repository.
- `initializer_id`: Python initializer entry point.
- `evaluator_id`: Python evaluator entry point.
- `tags`: JSON-encoded list of task tags.
- `metadata_json`, `init_json`, `evaluation_json`: JSON-encoded structured fields from the YAML file.
- `sha256`: checksum of the original YAML task file.

## Use

Clone or download this dataset alongside the OS-Omni code repository. The task YAML files are intended to be consumed by the OS-Omni runner, while `metadata/tasks.parquet` is intended for inspection, filtering, documentation, and metadata tooling.

## Responsible AI Notes

This benchmark is intended for measuring GUI-agent behavior in controlled benchmark environments. It is not intended to evaluate real user accounts, production systems, or sensitive personal data. Some tasks contain synthetic names, emails, phone-like strings, credentials for local benchmark applications, and operational scenarios designed as test fixtures. These should not be interpreted as real personal records.

Known limitations include platform and application coverage gaps, dependence on VM/emulator setup quality, possible evaluator brittleness, and distributional differences from real-world user workflows. Model performance on OS-Omni should not be treated as a complete measure of general operating-system autonomy or safety.

## License

Apache-2.0. See `LICENSE`.