Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models. - Pranav Pawar; Kavish Shah; Akshat Bhalani; Komal Kasat; Dev Mittal; Hadi Gala; Deepali Patil; Nikita Raichada; Monali Deshmukh (CoRR, 2025)