AINeutralarXiv – CS AI · Mar 56/10
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Order Is Not Layout: Order-to-Space Bias in Image Generation
Researchers have identified Order-to-Space Bias (OTS) in modern image generation models, where the order entities are mentioned in text prompts incorrectly determines spatial layout and role assignments. The study introduces OTS-Bench to measure this bias and demonstrates that targeted fine-tuning and early-stage interventions can reduce the problem while maintaining generation quality.