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References (17)

[1]
Measuring Agents in Production
2025Melissa Z. Pan, Negar Arabzadeh et al.
[2]
Evaluation and Benchmarking of LLM Agents: A Survey
2025Mahmoud Mohammadi, Yipeng Li et al.
[3]
τ2-Bench: Evaluating Conversational Agents in a Dual-Control Environment
2025Victor Barres, Honghua Dong et al.
[4]
Survey on Evaluation of LLM-based Agents
2025Asaf Yehudai, Lilach Eden et al.
[5]
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
2024Frank F. Xu, Yufan Song et al.
[6]
τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
2024Shunyu Yao, Noah Shinn et al.
[7]
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
2024Tianbao Xie, Danyang Zhang et al.
[8]
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
2024Jing Yu Koh, Robert Lo et al.
[9]
GAIA: a benchmark for General AI Assistants
2023G. Mialon, Clémentine Fourrier et al.
[10]
Instruction-Following Evaluation for Large Language Models
2023Jeffrey Zhou, Tianjian Lu et al.
[11]
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
2023Carlos E. Jimenez, John Yang et al.
[12]
The Rise and Potential of Large Language Model Based Agents: A Survey
2023Zhiheng Xi, Wenxiang Chen et al.
[13]
A survey on large language model based autonomous agents
2023Lei Wang, Chengbang Ma et al.
[14]
WebArena: A Realistic Web Environment for Building Autonomous Agents
2023Shuyan Zhou, Frank F. Xu et al.
[15]
Measuring Massive Multitask Language Understanding
2020Dan Hendrycks, Collin Burns et al.
[16]
HellaSwag: Can a Machine Really Finish Your Sentence?
2019Rowan Zellers, Ari Holtzman et al.
[17]
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
2018E. Liu, Kelvin Guu et al.

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