REFLEX: Reflective Evolution from LLM Experience
REFLEX is a train-free evolutionary framework that separates visual diagnosis from code generation using an LLM Critic and a text-optimized Actor. This decoupling creates an auditable search process where every mutation is explicitly linked to a diagnosed visual problem, improving sample efficiency and allowing for cross-run knowledge transfer.