BAFIS: Dataset + Framework to assess occupational Bias and Human Preference in modern Text-to-image Models (opens in new tab)

Generative artificial intelligence has the potential to improve productivity and transform the production of creative content. However, existing research indicates that image generation models are significantly influenced by biases. This work investigates the inherent biases and language-induced biases present in text-to-image models within the context of occupation-related image generation, complementing established metrics with human preferenc...