OSWorld

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OSWorld is an open-source benchmark for evaluating multimodal AI agents in open-ended tasks within real computer environments. It provides a standardized framework for testing and comparing agent performance on various tasks.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is OSWorld?

OSWorld is an open-source benchmark designed to evaluate multimodal AI agents performing open-ended tasks in real computer environments. It offers a robust framework for researchers and developers to test and compare the capabilities of their AI agents. The platform supports various virtualization technologies like VMware, VirtualBox, and Docker, with ongoing support for cloud platforms such as AWS. Key features include parallel execution of experiments, detailed result logging with screenshots and video recordings, and tools for manual task examination. OSWorld aims to standardize the benchmarking process for AI agents, providing clear metrics for success rates across different domains like Office, Daily, and Professional tasks.

Best used for

Ideal for AI researchers and machine learning engineers who need to rigorously benchmark multimodal AI agents, evaluate their performance on open-ended tasks, and compare different agent models. Especially valuable for standardizing evaluation processes and accelerating the development of robust AI agents.

Common actions

benchmark AI agents

evaluate multimodal agents

test open-ended tasks

compare agent performance

develop AI agents

open-sourceworkflowsgithub copilotdeepfakecollaboration"AI Agents"face swappinglow-code/no-codeautomated workflow

Capabilities

Key features

Multimodal agent benchmarking
Real computer environments
VMware/VirtualBox/Docker support
Parallel experiment execution
Detailed result logging
Manual task examination
AWS cloud support

Target Audience

AI researchermachine learning engineerprofessor

Integrations

vmwarevirtualboxdockeraws

Pricing & Plans

Open Source

Free

FAQs

What virtualization platforms does OSWorld support?

OSWorld primarily supports VMware Workstation Pro/Fusion and VirtualBox for local desktop environments. It also offers Docker support for server-based virtual machines and comprehensive AWS support for large-scale parallel evaluations in the cloud.

How can I run experiments with OSWorld?

You can run experiments in OSWorld using single-threaded or parallel execution. Examples are provided for both, demonstrating how to specify providers like VMware or Docker, observation types, and models like GPT-4o. Results, including screenshots and videos, are saved to a specified directory.

What are the requirements for running OSWorld?

OSWorld requires Python >= 3.10 and dependencies listed in requirements.txt. For virtualization, you'll need VMware Workstation Pro/Fusion or VirtualBox installed, or Docker with KVM support for server environments. Specific tasks may also require Google account setup or proxy configurations.

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