Assessing Human Preferences for AI-Generated Omnidirectional Images: A Comprehensive Database and Benchmark

This study establishes a large-scale database, AIGCOIQA2024, to assess human visual preferences for AI-generated omnidirectional images from the perspectives of quality, comfortability, and correspondence. The database is used to analyze human preference characteristics and conduct a benchmark experiment evaluating state-of-the-art IQA models.