ScamAI
Pricing
Document ForgeryGPT-Image-2Benchmark

When the Forger Is the Judge: GPT-Image-2 Cannot Recognize Its Own Faked Documents

Jiaqi Wu, Yuchen Zhou, Dennis Tsang Ng, Xingyu Shen, Kidus Zewde, Ankit Raj, Tommy Duong, Simiao Ren

How to cite

@article{wu2026forger,
  title={When the Forger Is the Judge: GPT-Image-2 Cannot Recognize Its Own Faked Documents},
  author={Wu, Jiaqi and Zhou, Yuchen and Ng, Dennis Tsang and Shen, Xingyu and Zewde, Kidus and Raj, Ankit and Duong, Tommy and Ren, Simiao},
  journal={arXiv preprint arXiv:2604.25213},
  year={2026}
}

Associated datasets

AIForge-Doc v2.0 (GPT-Image-2 document forgeries)

A v2 expansion of AIForge-Doc covering GPT-Image-2 generated tampering — used in the 'When the Forger Is the Judge' benchmark.

When the Forger Is the Judge: GPT-Image-2 Cannot Recognize Its Own Faked Documents – ScamAI Research | ScamAI