New Fair and Diverse Dataset Enhances Ethical AI Benchmarking
The article introduces FHIBE, a large, ethically curated human-centric image dataset designed to evaluate bias in AI models across diverse demographics and tasks, emphasizing responsible data collection practices, comprehensive annotations, and its potential to improve fairness in AI systems.