VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery

A multimodal agent framework for reliable question answering in digital museums.

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery

Qiushi Xie†, Jiazi Wang†, Nonghai Zhang†, Zeyu Zhang†‡, Yang Zhao, Ling Shao, Hao Tang*

In arXiv, 2026.07

A digital intelligent museum for ancient Greek pottery that combines multimodal perception, 3D reasoning, external knowledge retrieval, and inference-time reliability control to deliver more trustworthy and verifiable cultural-heritage explanations.

† Equal contribution · ‡ Project lead · * Corresponding author

Author affiliations

Huazhong University of Science and Technology Beijing Jiaotong University Peking University La Trobe University 中国科学院大学

VaseMuseum · Methods and EvaluationKey figures from the research paper

VaseMuseum system architecture
System Architecture · Perception, retrieval, and reliability control
Virtual museum interaction pipeline
Interaction Pipeline · From artifact ingestion to digital exhibition
Virtual museum interface
System Interface · 3D exhibits and verifiable question answering
VaseAgent reliability framework
Reliability Framework · Source / Response Control
VaseAgent main experimental results
Main Results · Accuracy, hallucination rate, and link validity
VaseAgent ablation and scalability experiments
Further Evaluation · Ablation, scalability, and multidimensional comparisons

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