A Causality-Aware Paradigm for Evaluating Creativity of Multimodal Large Language Models

Recently, numerous benchmarks have been developed to evaluate the logical reasoning abilities of large language models (LLMs). However, assessing the equally important creative capabilities of LLMs is challenging due to the subjective, diverse, and data-scarce nature of creativity, especially in mul...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 5 vom: 22. Mai, Seite 3830-3846
Auteur principal: Huang, Zhongzhan (Auteur)
Autres auteurs: Zhong, Shanshan, Zhou, Pan, Gao, Shanghua, Zitnik, Marinka, Lin, Liang
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article