June 28, 2026 Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities 统一多模态理解与生成模型综述：系统梳理三大架构范式（扩散/自回归/混合），数据集与基准测试 survey multimodal diffusion autoregressive image-generation vision-language