AIGC Image Quality Assessment

AIGC image quality assessment (AIGCIQA) focuses on evaluating the perceptual quality of images generated by artificial intelligence, a crucial task given the increasing prevalence of AI-generated content. Current research emphasizes developing robust models that go beyond analyzing individual images, incorporating information from accompanying text prompts (e.g., in text-to-image generation) and leveraging contrastive learning techniques to better capture quality differences between images. This field is vital for improving AI image generation techniques and ensuring the quality and reliability of AI-generated content across various applications.