Papers citing 'REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites'

Title
OpenApps: Simulating Environment Variations to Measure UI-Agent Reliability Karen Ullrich Jingtong Su Claudia Shi Arjun Subramonian Amir Bar Ivan Evtimov Nikolaos Tsilivis Randall Balestriero Julia Kempe Mark Ibrahim 44 0 0 25 Nov 2025
Fara-7B: An Efficient Agentic Model for Computer Use Ahmed Awadallah Yash Lara Raghav Magazine Hussein Mozannar Akshay Nambi ... Corby Rosset Alexey Taymanov Vibhav Vineet Spencer Whitehead Andrew Zhao 40 0 0 24 Nov 2025
UI-CUBE: Enterprise-Grade Computer Use Agent Benchmarking Beyond Task Accuracy to Operational Reliability Horia Cristescu Charles Park Trong Canh Nguyen Sergiu Talmacel Alexandru-Gabriel Ilie Stefan Adam ELM 100 0 0 21 Nov 2025
Towards Outcome-Oriented, Task-Agnostic Evaluation of AI Agents Waseem Alshikh Muayad Ali Brian Kennedy Dmytro Mozolevskyi 28 0 0 11 Nov 2025
SCUBA: Salesforce Computer Use Benchmark Yutong Dai Krithika Ramakrishnan Jing Gu M. Fernández Yanqi Luo ... Zhenyu Hu Silvio Savarese Caiming Xiong Zeyuan Chen Ran Xu ELM 111 1 0 30 Sep 2025
WAREX: Web Agent Reliability Evaluation on Existing Benchmarks Su Kara Fazle Faisal Suman Nath 100 0 0 28 Sep 2025
WebMall - A Multi-Shop Benchmark for Evaluating Web Agents [Technical Report] Ralph Peeters Aaron Steiner Luca Schwarz Julian Yuya Caspary Christian Bizer 96 0 0 18 Aug 2025
NatureGAIA: Pushing the Frontiers of GUI Agents with a Challenging Benchmark and High-Quality Trajectory Dataset Zihan Zheng Tianle Cui Chuwen Xie Jiahui Zhang Jiahui Pan Lewei He Qianglong Chen LLMAG 152 0 0 02 Aug 2025
WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Zihao Sun Ling Chen LLMAG 102 0 0 01 Jul 2025
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Jiachen Zhu Menghui Zhu Renting Rui Rong Shan Congmin Zheng ... Jianghao Lin Weiwen Liu Ruiming Tang Yong Yu Weinan Zhang LLMAG ELM 210 6 0 06 Jun 2025
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments Zeyi Liao Jaylen Jones Linxi Jiang Eric Fosler-Lussier Eric Fosler-Lussier Yu-Chuan Su Zhiqiang Lin Huan Sun ELM 311 10 0 28 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 1.0K 29 0 04 May 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM 413 62 0 20 Mar 2025
SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks Yifei Zhou Song Jiang Yuandong Tian Jason Weston Sergey Levine Sainbayar Sukhbaatar Xian Li LLMAG LRM 323 45 0 19 Mar 2025
AI Agents: Evolution, Architecture, and Real-World Applications Naveen Krishnan LLMAG LM&Ro AI4TS AI4CE 142 30 0 16 Mar 2025
Towards Enterprise-Ready Computer Using Generalist Agent Sami Marreed Alon Oved Avi Yaeli Segev Shlomov Ido Levy Aviad Sela Aviad Sela Asaf Adi Nir Mashkif LLMAG 251 11 0 24 Feb 2025
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Robert Z. Sparks Charlie Snell Kanishk Gandhi Alon Albalak Anikait Singh ... Dakota Mahan Louis Castricato Jan-Philipp Fränken Nick Haber Chelsea Finn LRM 298 78 0 08 Jan 2025
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Frank F. Xu Yufan Song Boxuan Li Yuxuan Tang Kritanjali Jain ... Wayne Chi Lawrence Jang Yiqing Xie Shuyan Zhou Graham Neubig ELM 567 87 0 18 Dec 2024
Beyond Browsing: API-Based Web AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yueqi Song Frank F. Xu Shuyan Zhou Graham Neubig 481 44 0 21 Oct 2024
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web AgentsInternational Conference on Learning Representations (ICLR), 2024 Ke Yang Yao Liu Sapana Chaudhary Rasool Fakoor Pratik Chaudhari George Karypis Huzefa Rangwala LLMAG LM&Ro 438 59 0 17 Oct 2024