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

Cong Wan, Ying He, Zhongzhan Huang +1

Test-time Scaling (TTS) has emerged as a pivotal research direction for enhancing model performance by dynamically allocating computational resources during inference. Recent advan…