Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning

Jing Zhu; Yuhang Zhou; Shengyi Qian; Zhongmou He; Tong Zhao; Neil Shah; Danai Koutra

doi:10.1109/cvpr52734.2025.01326

CVPR2025顶会

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning

Jing Zhu, Yuhang Zhou, Shengyi Qian, Zhongmou He, Tong Zhao, Neil Shah, Danai Koutra

DOI 出版方

2025年份

9顶会引用

摘要

Figure 1. Visualization of our Multimodal Graph Benchmark (MM-GRAPH). All nodes of our benchmark have both visual and text features. (a) Amazon-Sports: The image and text come from the original image and title of the sports equipment. (b) Goodreads-LP: The images correspond to book covers. We do not show the text features of Goodreads-LP since the book description is very long. (c) Ele-fashion: The images and texts correspond to the original image and title of the fashion product, respectively.