SafeArena: Evaluating the Safety of Autonomous Web Agents. - Ada Defne Tur; Nicholas Meade; Xing Han Lù; Alejandra Zambrano; Arkil Patel; Esin Durmus; Spandana Gella; Karolina Stanczak; Siva Reddy (CoRR, 2025)

AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories. - Xing Han Lù; Amirhossein Kazemnejad; Nicholas Meade; Arkil Patel; Dongchan Shin; Alejandra Zambrano; Karolina Stanczak; Peter Shaw 004; Christopher J. Pal; Siva Reddy (CoRR, 2025)