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

In three linesDriveSafe is a framework for risk detection in autonomous driving scenarios. It generates spatially grounded captions enriched with motion and depth cues, then assesses risks using a fine-tuned adapter module on caption-risk pairs. Achieves SOTA on DRAMA benchmark.

Summary generated by Claude — human-verified