Answer-Level Trust Selection for Physical Vision-Language Reasoning

Rongyu Yu, Ke Niu, Fengxiang He

Vision-language models (VLMs) can estimate physical quantities such as duration, speed, and acceleration from visual observations, but existing benchmarks primarily assess overall…