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CogArena: A Multimethod Evaluation of Cognitive Ability Structure in Large Language Models
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
CogArena introduces a new 13-paradigm benchmark for evaluating LLM cognitive abilities across five theory-motivated groupings using a multimethod framework.
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- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 2 November 2026
- Collected by OneBench
- 29 Jul 2026, 09:36 UK
Stored source excerpt
arXiv:2607.24999v1 Announce Type: new Abstract: LLM cognitive scores are increasingly summarized as per-ability profiles whose dimensions should converge across tasks, respond selectively to matched interventions,…
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