New PSI benchmark dataset aids autonomous driving with human-like reasoning

Researchers have introduced PSI, a new benchmark dataset designed to improve the safety and social awareness of autonomous driving systems. The dataset captures the evolution of pedestrian crossing intentions from a driver's viewpoint, including human explanations of reasoning. PSI aims to facilitate the development and evaluation of models that can predict intentions, model driver decisions, generate reasoning, and forecast trajectories, ultimately advancing research towards autonomous systems that align with human cognitive processes. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Enhances research into interpretable and human-aligned reasoning for autonomous driving systems.

RANK_REASON This is a research paper introducing a new benchmark dataset for autonomous driving.

Read on arXiv cs.CV →

• PSI
• arXiv
• Renran Tian

• paper
• other