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MMKG

홈페이지 · 논문 49편

MMKG is a collection of three knowledge graphs for link prediction and entity matching research. Contrary to other knowledge graph datasets, these knowledge graphs contain both numerical features and images for all entities as well as entity alignments between pairs of KGs. While MMKG is intended to perform relational reasoning across different entities and images, previous resources are intended to perform visual reasoning within the same image. The three knowledge graphs augmented with numerical features and images are called FB15k, YAGO15k, and DBPEDIA15k.

ImagesGraphs

벤치마크

Entity Alignment on DBP15k zh-en 결과 76개
Entity Alignment on dbp15k fr-en 결과 28개
Entity Alignment on dbp15k ja-en 결과 28개
Entity Alignment on FBDB15k 결과 12개
Entity Alignment on FBYG15k 결과 12개
Multi-modal Entity Alignment on MMKG 결과 3개