OpenCodePapers

entity-alignment-on-dbp15k-zh-en

Entity Alignment
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeHits@1ModelNameReleaseDate
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid✓ Link0.973MEAformer2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid✓ Link0.962Unsup. MEAformer2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid✓ Link0.948MEAformer (w/o iter )2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid✓ Link0.917Unsup. MEAformer (w/o iter )2022-12-29
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment✓ Link0.900SEU2021-09-06
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness✓ Link0.883PSR2021-08-11
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks✓ Link0.863EMGCN2020-11-17
Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining✓ Link0.861Dual-AMN2021-03-29
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment✓ Link0.856UMAEA (w/o surf)2023-07-30
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid✓ Link0.847MEAformer (w/o surf)2022-12-29
Relational Reflection Entity Alignment✓ Link0.822RREA(text)2020-08-18
Deep Graph Matching Consensus✓ Link0.8012Deep Graph Matching Consensus (L=10)2020-01-27
Relational Reflection Entity Alignment✓ Link0.801RREA2020-08-18
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment✓ Link0.800UMAEA (w/o surf & iter )2023-07-30
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid✓ Link0.771MEAformer (w/o surf & iter )2022-12-29
Visual Pivoting for (Unsupervised) Entity Alignment✓ Link0.761EVA2020-09-28
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph✓ Link0.757MRAEA2020-02-03
Jointly Learning Entity and Relation Representations for Entity Alignment✓ Link0.7203HGCN-JE2019-09-20
Cross-lingual Entity Alignment with Incidental Supervision✓ Link0.719JEANS2020-05-01
Deep Graph Matching Consensus✓ Link0.7075Deep Graph Matching Consensus2020-01-27
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs✓ Link0.7075RDGCN2019-08-22
A Critical Assessment of State-of-the-Art in Entity Alignment✓ Link0.6954RDGCN2020-10-30
Deep Graph Matching Consensus✓ Link0.6793GMNN2020-01-27
Deep Graph Matching Consensus✓ Link0.6501NAEA2020-01-27
Jointly Learning Entity and Relation Representations for Entity Alignment✓ Link0.6294BootEA2019-09-20
Deep Graph Matching Consensus✓ Link0.6294BootEA2020-01-27
A Critical Assessment of State-of-the-Art in Entity Alignment✓ Link0.594Zero Shot2020-10-30
Knowledge Association with Hyperbolic Knowledge Graph Embeddings✓ Link0.572HyperKA2020-10-05
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation✓ Link0.539AliNet2019-11-20
Deep Graph Matching Consensus✓ Link0.494MuGNN2020-01-27
Multi-Channel Graph Neural Network for Entity Alignment✓ Link0.494MuGNN2019-08-26
Multi-Channel Graph Neural Network for Entity Alignment✓ Link0.472AlignEA2019-08-26
Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned✓ Link0.433GCN-Align2019-11-19
Jointly Learning Entity and Relation Representations for Entity Alignment✓ Link0.4125JAPE2019-09-20
Deep Graph Matching Consensus✓ Link0.4125GCN-Align2020-01-27
Multi-Channel Graph Neural Network for Entity Alignment✓ Link0.412JAPE2019-08-26
Jointly Learning Entity and Relation Representations for Entity Alignment✓ Link0.3083MTransE2019-09-20
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment✓ Link0.308MTransE2016-11-12