As a key component of the functional visual system, dynamic vision is not only the foundation for ensuring individuals to walk, drive, and make efficient decisions in complex environments, but also a key indicator for quantifying the quality of visual life in reality. Dynamic vision has plasticity characteristics, and visual training plays an important role in functional visual assessment and intervention systems. In recent years, research results on core modules such as motion perception, dynamic vision, eye movement control, and visual cortex processing have revealed that targeted interventions can not only induce improvements in basic perceptual functions but also produce significant cross task transfer effects. Dynamic visual training has potential applications in improving driving, athletic performance, and assisting in the rehabilitation of amblyopia and vestibular dysfunction. From a neural mechanism perspective, this behavioral gain reflects the refinement of sensory cortex representation, reshaping of sensory decision-making pathways, and collaborative evolution of cross modal plasticity. Based on this, the author advocates viewing dynamic visual training as a systematic intervention strategy. While optimizing special vocational skills and clinical rehabilitation pathways, there is an urgent need to establish a standardized evaluation system in the future, in order to play a deeper and more far-reaching role in macro areas such as public safety and healthy aging.