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Entity Alignment On Dbp15K Ja En

评估指标

Hits@1

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
MEAformer0.991MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer0.987MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o iter )0.977MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer (w/o iter )0.958MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
SEU0.956From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
PSR0.908Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
Dual-AMN0.892Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
EMGCN0.866Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks-
UMAEA (w/o surf)0.857Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
MEAformer (w/o surf)0.842MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
UMAEA (w/o surf & iter )0.801Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
MEAformer (w/o surf & iter )0.764MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EVA0.762Visual Pivoting for (Unsupervised) Entity Alignment
Zero Shot0.6564A Critical Assessment of State-of-the-Art in Entity Alignment
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Entity Alignment On Dbp15K Ja En | SOTA | HyperAI超神经