← Entity Alignment
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아카이브 평가 38건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

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원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
MEAformer
Hits@1
0.973
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29
코드 1
Unsup. MEAformer
Hits@1
0.962
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29
코드 1
MEAformer (w/o iter )
Hits@1
0.948
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29
코드 1
Unsup. MEAformer (w/o iter )
Hits@1
0.917
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29
코드 1
SEU
Hits@1
0.900
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
2021-09-06
코드 1
PSR
Hits@1
0.883
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
2021-08-11
코드 1
EMGCN
Hits@1
0.863
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
2020-11-17
코드 1
Dual-AMN
Hits@1
0.861
Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
2021-03-29
코드 1
UMAEA (w/o surf)
Hits@1
0.856
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
2023-07-30
코드 1
MEAformer (w/o surf)
Hits@1
0.847
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29
코드 1
RREA(text)
Hits@1
0.822
Relational Reflection Entity Alignment
2020-08-18
코드 1 · 코드 2
Deep Graph Matching Consensus (L=10)
Hits@1
0.8012
Deep Graph Matching Consensus
2020-01-27
코드 1 · 코드 2
RREA
Hits@1
0.801
Relational Reflection Entity Alignment
2020-08-18
코드 1 · 코드 2
UMAEA (w/o surf & iter )
Hits@1
0.800
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
2023-07-30
코드 1
MEAformer (w/o surf & iter )
Hits@1
0.771
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29
코드 1
EVA
Hits@1
0.761
Visual Pivoting for (Unsupervised) Entity Alignment
2020-09-28
코드 1 · 코드 2
MRAEA
Hits@1
0.757
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph
2020-02-03
코드 1
HGCN-JE
Hits@1
0.7203
Jointly Learning Entity and Relation Representations for Entity Alignment
2019-09-20
코드 1
JEANS
Hits@1
0.719
Cross-lingual Entity Alignment with Incidental Supervision
2020-05-01
코드 1
Deep Graph Matching Consensus
Hits@1
0.7075
Deep Graph Matching Consensus
2020-01-27
코드 1 · 코드 2
RDGCN
Hits@1
0.7075
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs
2019-08-22
코드 1
RDGCN
Hits@1
0.6954
A Critical Assessment of State-of-the-Art in Entity Alignment
2020-10-30
코드 1
GMNN
Hits@1
0.6793
Deep Graph Matching Consensus
2020-01-27
코드 1 · 코드 2
NAEA
Hits@1
0.6501
Deep Graph Matching Consensus
2020-01-27
코드 1 · 코드 2
BootEA
Hits@1
0.6294
Jointly Learning Entity and Relation Representations for Entity Alignment
2019-09-20
코드 1
BootEA
Hits@1
0.6294
Deep Graph Matching Consensus
2020-01-27
코드 1 · 코드 2
Zero Shot
Hits@1
0.594
A Critical Assessment of State-of-the-Art in Entity Alignment
2020-10-30
코드 1
HyperKA
Hits@1
0.572
Knowledge Association with Hyperbolic Knowledge Graph Embeddings
2020-10-05
코드 1
AliNet
Hits@1
0.539
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation
2019-11-20
코드 1
MuGNN
Hits@1
0.494
Deep Graph Matching Consensus
2020-01-27
코드 1 · 코드 2