Zhejiang University and Microsoft have jointly launched the UniEdit video editing framework, which requires no training and supports a variety of editing scenarios, including action editing, style transfer, and background replacement. This framework employs a unified editing structure, offering flexibility and versatility. Researchers have innovatively implemented features such as action injection and appearance editing, demonstrating robust video editing capabilities.