Germán Ros

CASCADE: A Spatio-Temporal-Causal Reasoning Representation and Dataset for Driving

This work introduces CASCADE (Causal Spatio-Temporal Analysis of Driving Environments), a structured scene representation for reasoning in driving scenes and a human-annotated dataset built on it that provides the reference for benchmarking the reasoning abilities of Physical AI models, and verifying the quality of aut...