Paper "benchmark" Papers

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BEARCUBS: A benchmark for computer-using web agents

Yixiao Song, Katherine Thai, Chau Minh Pham et al.

COLM 2025paperarXiv:2503.07919
14
citations

Hidden in plain sight: VLMs overlook their visual representations

Stephanie Fu, tyler bonnen, Devin Guillory et al.

COLM 2025paperarXiv:2506.08008

PersonaEval: Are LLM Evaluators Human Enough to Judge Role-Play?

Lingfeng Zhou, Jialing Zhang, Jin Gao et al.

COLM 2025paperarXiv:2508.10014
5
citations

ThoughtTerminator: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models

Xiao Pu, Michael Saxon, Wenyue Hua et al.

COLM 2025paperarXiv:2504.13367
23
citations