Simplicity Prevails: The Emergence of Generalizable AIGI Detection in Visual Foundation Models
arXiv:2602.01738v2 Announce Type: replace
Abstract: While specialized detectors for AI-Generated Images (AIGI) achieve near-perfect accuracy on curated benchmarks, they suffer from a dramatic performance collapse in realistic, in-the-wild scenarios. I…