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SOTA
エンティティアライメント
Entity Alignment On Dbp15K Zh En
Entity Alignment On Dbp15K Zh En
評価指標
Hits@1
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
Hits@1
Paper Title
MEAformer
0.973
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer
0.962
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o iter )
0.948
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer (w/o iter )
0.917
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
SEU
0.900
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
PSR
0.883
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
EMGCN
0.863
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
Dual-AMN
0.861
Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
UMAEA (w/o surf)
0.856
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
MEAformer (w/o surf)
0.847
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
RREA(text)
0.822
Relational Reflection Entity Alignment
Deep Graph Matching Consensus (L=10)
0.8012
Deep Graph Matching Consensus
RREA
0.801
Relational Reflection Entity Alignment
UMAEA (w/o surf & iter )
0.800
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
MEAformer (w/o surf & iter )
0.771
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EVA
0.761
Visual Pivoting for (Unsupervised) Entity Alignment
MRAEA
0.757
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph
HGCN-JE
0.7203
Jointly Learning Entity and Relation Representations for Entity Alignment
JEANS
0.719
Cross-lingual Entity Alignment with Incidental Supervision
Deep Graph Matching Consensus
0.7075
Deep Graph Matching Consensus
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Entity Alignment On Dbp15K Zh En | SOTA | HyperAI超神経