WebArena

WebArena is a benchmark dataset that contains traces from large language model (LLM) agents executing tool-using tasks, and it is used to evaluate the effectiveness of online warning monitors for detecting potential failures during these tasks.

Papers using WebArena (5)

PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors2026Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments2025WebChoreArena: Evaluating Web Browsing Agents on Realistic Tedious Web Tasks2025FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents2025R-WoM: Retrieval-augmented World Model For Computer-use Agents2025