NoRA: Evaluating Grounded Reasonableness in Visual First-person Normative Action Reasoning

LLMs and agentic systems are increasingly deployed in social environments, making normative competence critical for safe and appropriate behavior. However, existing approaches either assess normative judgment in text alone or reduce it to choosing among a fixed set of candidate actions. We argue bot...