The Evolution of Vision Transformers: A Multi‐Dimensional Analysis of Architectural Innovation and Application Domains
This survey presents a comprehensive review of over 150 ViT variants and hybrid models, moving beyond application‐based categorizations to propose a multi‐dimensional taxonomy grounded in architectural evolution and attention design, and critically examines how different mechanisms influence scalability, computational...