DriveSafe: A Framework for Risk Detection and Safety Suggestions in Driving Scenarios

In three linesDriveSafe is a framework for risk assessment in autonomous driving scenarios. It generates spatially grounded captions enriched with motion and depth cues, then fine-tunes a lightweight adapter to identify hazardous objects and suggest safety actions. Achieves SOTA on DRAMA benchmark.

Summary generated by Claude — human-verified