WebVoyager
Overview
An LMM-powered web agent completing user instructions end-to-end by interacting with real-world websites.
Best For Professions:
WebVoyager is an innovative Large Multimodal Model (LMM) powered web agent designed to autonomously accomplish web tasks online from start to finish, managing the entire process without human intervention. It integrates textual and visual information to navigate and interact with real-world websites, effectively handling complex tasks such as locating specific information, making selections, and completing transactions. WebVoyager has been evaluated on a benchmark comprising tasks from 15 popular websites, achieving a 59.1% task success rate, significantly surpassing the performance of other models. The project is open-source, with code and data available for further development and research.
Autonomy level
80%
Comparisons
Custom Comparisons
Some of the use cases of WebVoyager:
- Automating web-based tasks without human intervention.
- Interacting with dynamic web content using multimodal inputs.
- Developing AI agents capable of real-world web navigation.
- Researching advancements in large multimodal model applications.
- Benchmarking web agents on diverse, real-world tasks.