AIBullisharXiv – CS AI · 8h ago7/10
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SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation
Researchers introduce SCOPE, a framework that addresses the challenge of maintaining semantic commitments throughout the text-to-image generation process by using structured specifications and conditional skill orchestration. The framework achieves significantly higher performance on complex image generation tasks, with a new benchmark (Gen-Arena) and evaluation metric (EGIP) designed to measure commitment-level intent realization.