SEP 3, 2026 · PREPRINT
LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues
arXiv
This is a computational benchmark dataset paper with simulated counseling dialogues and no clinical validation or patient outcomes; it establishes a resource for algorithm development but does not yet demonstrate clinical utility or real-world performance.
Reported
Total trajectories in benchmark7,749
Sessions per trajectory5
Number of independently generated…3