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Liu and colleagues: AgentBench interactive agent evaluation

Combined multiple interactive environments to evaluate language-model reasoning, decision-making and instruction following as agents.

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Combined multiple interactive environments to evaluate language-model reasoning, decision-making and instruction following as agents.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

One evaluation framework, not separate achievements per environment. Pinned 2025 revision contains newer results; those results are not backdated to the 2023 benchmark introduction.

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People and systems

Xiao Liu; Hao Yu; Hanchen Zhang; Yifan Xu; Xuanyu Lei; Hanyu Lai; Yu Gu; Hangliang Ding; Kaiwen Men; Kejuan Yang; Shudan Zhang; Xiang Deng; Aohan Zeng; Zhengxiao Du; Chenhui Zhang; Sheng Shen; Tianjun Zhang; Yu Su; Huan Sun; Minlie Huang; Yuxiao Dong; Jie Tang

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Liu and colleagues: AgentBench interactive agent evaluation

Combined multiple interactive environments to evaluate language-model reasoning, decision-making and instruction following as agents.

Scientific scope

One evaluation framework, not separate achievements per environment. Pinned 2025 revision contains newer results; those results are not backdated to the 2023 benchmark introduction.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Xiao Liu; Hao Yu; Hanchen Zhang; Yifan Xu; Xuanyu Lei; Hanyu Lai; Yu Gu; Hangliang Ding; Kaiwen Men; Kejuan Yang; Shudan Zhang; Xiang Deng; Aohan Zeng; Zhengxiao Du; Chenhui Zhang; Sheng Shen; Tianjun Zhang; Yu Su; Huan Sun; Minlie Huang; Yuxiao Dong; Jie Tang

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources