Large Visual Models (LVMs) have revolutionized the artificial intelligence landscape, bringing transformative advancements in visual understanding and analysis to various industries. These models have shown exceptional capabilities in tasks such as medical imaging and diagnosis, autonomous driving, and robotics, enabling machines to accurately perceive and navigate complex environments.