ESL-Bench: An Event-Driven Synthetic Longitudinal Benchmark for Health Agents

Chao Li, Cailiang Liu, Ang Gao +7

Longitudinal health agents must reason across multi-source trajectories that combine continuous device streams, sparse clinical exams, and episodic life events - yet evaluating the…