text-rich-image-generation

DataEvolver is a self-evolving multi-agent framework that leverages feedback from rejected samples to iteratively enhance data quality for text-rich image generation, achieving 85.3% OCR-F1 improvement on TextScenesHQ and 35.3% on LongTextBench using PixArt-alpha.