UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation

  • 类型:arxiv
  • 标识:2609.12397
  • 链接:https://arxiv.org/abs/2609.12397
  • 主分类:multimodal
  • 形态:method
  • TLDR:Multi-modal image generation, particularly subject-driven customization, has garnered growing attention in recent years. Despite the rapid advancement of generative models, their evaluation remains largely lagging. Existing methods, whether embedding-based or Multi-modal Large Language Model (MLLM)-based, evaluate alignment with each modal condition in isolation, which contradicts the simultaneous condition alignment objective of multi-modal image generation, leading to poor consistency with human judgments. To address this challenge, we propose UFO, the first unified framework for omni-condit
  • 副分类:evaluation
  • 待LLM分类:否
  • 来源文件
  • /inbox/tom/_candidates/2026-09-18-agent-rag-longcontext-candidates.json