English | 中文 News Our work has been accepted by ICML 2026 as a poster. 🎉🎉 The paper has released on ArXiv. The code has released on Github. Treasure Dataset 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.
Use this model
Pull with QuantumShield
quantumshield pull ThreeLiu/Treasure Verify integrity
quantumshield verify ThreeLiu/Treasure pip install
pip install quantumshield && quantumshield pull ThreeLiu/Treasure Unverified Model
This model has not been PQC-verified. File integrity cannot be guaranteed against quantum threats.
README.md
Treasure
English | 中文 News Our work has been accepted by ICML 2026 as a poster. 🎉🎉 The paper has released on ArXiv. The code has released on Github. Treasure Dataset 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.
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. This model has not yet been PQC-verified.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull ThreeLiu/Treasure # Verify file integrity quantumshield verify ThreeLiu/Treasure
About
English | 中文 News Our work has been accepted by ICML 2026 as a poster. 🎉🎉 The paper has released on ArXiv. The code has released on Github. Treasure Dataset 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.
Get this model
Pull with QuantumShield
quantumshield pull ThreeLiu/Treasure Verify signatures
quantumshield verify ThreeLiu/Treasure