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All issues Volume 42 / No 1 (February 2024) JNWPU, 42 1 (2024) 157-164 Full HTML
Open Access

表4

不同实体对齐模型的对齐表现

模型 DBP15K(ZH-EN) DBP15K(JA-EN) DBP15K(FR-EN)
Hits@1 Hits@10 MRR Hits@1 Hits@10 MRR Hits@1 Hits@10 MRR
MTransE 0.308 0.614 0.364 0.279 0.575 0.349 0.244 0.556 0.335
IPTransE 0.406 0.735 0.516 0.367 0.693 0.474 0.333 0.685 0.451
BootEA 0.629 0.848 0.703 0.622 0.854 0.701 0.653 0.874 0.731
DAT 0.545 0.649 0.580 0.588 0.664 0.620 0.643 0.680 0.660
GCN-Align 0.413 0.744 0.549 0.399 0.745 0.546 0.373 0.745 0.532
MuGNN 0.494 0.844 0.611 0.501 0.857 0.621 0.495 0.870 0.621
AliNet 0.539 0.826 0.628 0.549 0.831 0.645 0.552 0.852 0.657
MRAEA 0.635 0.882 0.729 0.636 0.887 0.731 0.666 0.912 0.764
RDGCN 0.708 0.846 0.746 0.767 0.895 0.812 0.886 0.957 0.911
HGCN 0.720 0.857 0.768 0.766 0.897 0.813 0.892 0.961 0.917
NMN 0.733 0.869 0.781 0.785 0.912 0.827 0.902 0.967 0.924
AWUN 0.751 0.883 0.796 0.805 0.924 0.848 0.915 0.974 0.938

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