OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics

In three linesOmniVL-Guard Pro is a tool-augmented agent for open-world vision-language forgery detection. It integrates real-time event search, face detection, video frame extraction, and SAM3-based segmentation. A FSTR dataset and checker-guided agentic RL (CGARL) improve multi-step reasoning and achieve state-of-the-art performance.

Summary generated by Claude — human-verified