Stress Tests REVEAL Fragile Temporal and Visual Grounding in Video-Language Models

Sethuraman T, Savya Khosla, Aditi Tiwari +12

Video-Language Models (VidLMs) achieve strong benchmark scores, yet these scores often hide whether models use the video at all. We show that VidLM failures follow two pathways: so…