A Solution to ACMMM 2024 on Artificial Intelligence Generated Image Detection

摘要

In this rapidly evolving era of AI technology, image generation models are pushing the boundaries of art, design, and even information dissemination at an unprecedented pace. However, alongside this technological advancement comes the growing challenge of combating misinformation and image manipulation. One major difficulty in determining AI-generated images lies in dealing with various generation models. In this report, our core solution can be summarized as ''balancing data sources is key to enhancing the generalization capability of the detection model.'' In the competition, we achieved a score of 0.9558 on the B leaderboard, ultimately securing the second place.