Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis

1 code implementation • NeurIPS 2023 • Abhinav Nippani, Dongyue Li, Haotian Ju, Haris N. Koutsopoulos, Hongyang R. Zhang

This paper constructs a large-scale, unified dataset of traffic accident records from official reports of various states in the US, totaling 9 million records, accompanied by road networks and traffic volume reports.

Transfer Learning