CREward: A Type-Specific Creativity Reward Model
Researchers have developed CREward, a novel model designed to assess creativity in images across three specific dimensions: geometry, material, and texture. This model was trained using human evaluations and large vision-language models (LVLMs), demonstrating a strong alignment with human perception of creativity. CREward can be used for evaluating images, providing explanations for creative assessments, and generating creative samples for design inspiration or guiding AI generation. AI
IMPACT Introduces a new method for evaluating and generating creative visual content, potentially aiding AI-driven design tools.