Limits and Gains of Test-Time Scaling in Vision-Language Reasoning. - Mohammadjavad Ahmadpour; Amirmahdi Meighani; Payam Taebi; Omid Ghahroodi; Amirmohammad Izadi; Mahdieh Soleymani Baghshah (CoRR, 2025)