Across six text-to-image models, stereotyped outputs rise from 25.9% of single photos to about 36% of storyboards and 44% of four-panel comics, with bias expressed through plot, character placement, and dialogue.
13 Published at the GenAI4World workshop at COLM 2026 Mattea Sim, Natalie Grace Brigham, Tadayoshi Kohno, Tessa E
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Investigating Social Bias in Narrative Image Generation
Across six text-to-image models, stereotyped outputs rise from 25.9% of single photos to about 36% of storyboards and 44% of four-panel comics, with bias expressed through plot, character placement, and dialogue.