semantic-commitments

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#semantic-commitments

SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

Hugging Face Daily Papers · 2026-05-08 Cached

SCOPE is a specification-guided framework for text-to-image generation that tracks semantic commitments to better fulfill complex visual intents. It introduces the Gen-Arena benchmark and demonstrates strong performance on complex generation tasks.

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