Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning

Cong Wan, Ying He, Zhongzhan Huang, Hefeng Wu. Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 7751-7767, Association for Computational Linguistics, 2026. [doi]

Abstract

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