Our work has been accepted by ICML 2026 as a poster. 🎉🎉
The paper has released on ArXiv.
The code has released on Github.
Treasure is the dataset companion to Fleet (Fleet: Few Shots Lead Effective AI-generated Images Detection), designed for AI-generated image detection in an open-world setting where generators evolve and distribution shift is central. Unlike saturated results on closed datasets, Treasure/Fleet emphasizes… See the full description on the dataset page:
https://huggingface.co/datasets/ThreeLiu/Treasure.
