AI RESEARCH
DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?
arXiv CS.AI
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ArXi:2505.16915v3 Announce Type: replace-cross While recent Text-to-Image (T2I) models show impressive capabilities in synthesizing images from brief descriptions, they struggle with the long, detailed prompts required for professional applications. We present DetailMaster, a comprehensive benchmark for evaluating T2I capabilities on long prompts with complex compositional requirements, accompanied by an automated data construction pipeline and an evaluation workflow. Comprising expert-validated prompts averaging 284.89 tokens, our benchmark.