arxivcs.CVcs.AIcs.CY2026-07-03
Responsibility Distribution Estimation in Ego-View Accident Videos with Multimodal Large Language Models
Recent studies on multimodal traffic accident understanding have mainly relied on infrastructure-camera footage, satellite imagery, or structured crash records. However, such data sources are costly to deploy and maintain at large scale, and they cannot objectively capture what t…