for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
Jia-Hong Huang, Hongyi Zhu, Yixian Shen et al.
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Preprint
Aug 2026
MMArt: A Multi-Perspective Multimodal Dataset for Visual Art Understanding
MMArt is introduced, a large-scale dataset of 74,234 WikiArt paintings, each annotated with four independently annotated perspectives plus a harmonized unified caption, produced by specialized vision-language models or human annotation and validated through complementary quality evaluations.
Shuai Wang, Wang-Yuan Ding, Yixian Shen et al.
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