1Beijing Jiaotong University
2Huazhong University of Science and Technology
3Peking University
4La Trobe University
*Equal contribution. †Project lead. ‡Corresponding author.
TL;DR: VaseMuseum is a digital museum powered by VaseAgent, combining multimodal perception, 3D reasoning, and knowledge retrieval to reduce hallucinations, deliver more reliable and trustworthy cultural heritage understanding.
Athenian black-figure lekythos, c. 575–525 BCE, adorned with dogs and owls; National Museum, Copenhagen.
Squat Athenian red-figure lekythos, c. 425–375 BCE, depicting a woman and Eros; Cleveland Museum of Art.
Athenian red-figure cup by Epiktetos, c. 525–475 BCE, featuring symposium scene with reclining woman.
Athenian black-figure lekythos, c. 500–450 BCE, Beldam Workshop, ivy and berry motif, Nola provenance.
Athenian black-figure lekythos, c. 500–450 BCE, adorned with ivy leaf and berry motifs; National Museum, Warsaw.
Athenian black-figure Panathenaic amphora, c. 525–475 BCE, Athena and chariot motifs, attributed to Kleophrades Painter.
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@article{zhang2025vasevqa,
title={VaseVQA-3D: Benchmarking 3D VLMs on Ancient Greek Pottery},
author={Zhang, Nonghai and Zhang, Zeyu and Wang, Jiazi and Zhao, Yang and Tang, Hao},
journal={arXiv preprint arXiv:2510.04479},
year={2025}
}