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

Sethuraman T, Savya Khosla, Aditi Tiwari +11

This work investigates a fundamental question: Do Video-Language Models (VidLMs) robustly account for video content, temporal sequence, and motion? Our investigation shows that, su…