The SynoClip dataset is a standard dataset specifically prepared for the video synopsis task, featuring videos that represent real-world surveillance conditions. It includes six videos, with durations ranging from 8 to 45 minutes, captured from outdoor-mounted surveillance cameras. Each video comes with manually annotated tracking information, enabling direct comparisons between different video synopsis models.