ProEvent: An Event-centric Benchmark for Proactive Agents
ProEvent is introduced, the first event-centric benchmark designed to assess an agent's ability to proactively maintain a user's timetable based on ongoing instant messaging chats, and evaluates proactive agents on response timing, single-step response correctness, and multi-step response correctness.