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References (14)

[1]
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
2026Mike A. Merrill, Alexander G Shaw et al.
[2]
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
2025Jonathan Bragg, Mike D'Arcy et al.
[3]
BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
2025Zijian Chen, Xueguang Ma et al.
[4]
τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
2024Shunyu Yao, Noah Shinn et al.
[5]
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
2024Tianbao Xie, Danyang Zhang et al.
[6]
AutoCodeRover: Autonomous Program Improvement
2024Yuntong Zhang, Haifeng Ruan et al.
[7]
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
2023Carlos E. Jimenez, John Yang et al.
[8]
AgentBench: Evaluating LLMs as Agents
2023Xiao Liu, Hao Yu et al.
[9]
WebArena: A Realistic Web Environment for Building Autonomous Agents
2023Shuyan Zhou, Frank F. Xu et al.
[10]
Mind2Web: Towards a Generalist Agent for the Web
2023Xiang Deng, Yu Gu et al.
[11]
ReAct: Synergizing Reasoning and Acting in Language Models
2022Shunyu Yao, Jeffrey Zhao et al.
[12]
: TOWARDS
2012Giorgio Magri
[13]
Crafting Papers on Machine Learning
2000P. Langley
[14]
Okapi at TREC-3
1994S. Robertson, S. Walker et al.

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