Entity Alignment on dbp15k ja-en

Metric: Hits@1 (higher is better)

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#	Model↕	Hits@1▼	Extra Data	Paper	Date↕	Code
1	MEAformer	0.991	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
2	Unsup. MEAformer	0.987	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
3	MEAformer (w/o iter )	0.977	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
4	Unsup. MEAformer (w/o iter )	0.958	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
5	SEU	0.956	Yes	From Alignment to Assignment: Frustratingly Simp...	2021-09-06	Code
6	PSR	0.908	Yes	Are Negative Samples Necessary in Entity Alignme...	2021-08-11	Code
7	Dual-AMN	0.892	Yes	Boosting the Speed of Entity Alignment 10*: Dual...	2021-03-29	Code
8	EMGCN	0.866	Yes	-	-	Code
9	UMAEA (w/o surf)	0.857	Yes	Rethinking Uncertainly Missing and Ambiguous Vis...	2023-07-30	Code
10	MEAformer (w/o surf)	0.842	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
11	UMAEA (w/o surf & iter )	0.801	Yes	Rethinking Uncertainly Missing and Ambiguous Vis...	2023-07-30	Code
12	MEAformer (w/o surf & iter )	0.764	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
13	EVA	0.762	Yes	Visual Pivoting for (Unsupervised) Entity Alignm...	2020-09-28	Code
14	Zero Shot	0.6564	No	A Critical Assessment of State-of-the-Art in Ent...	2020-10-30	Code

#1MEAformerSOTA
0.991
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#2Unsup. MEAformer
0.987
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#3MEAformer (w/o iter )
0.977
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#4Unsup. MEAformer (w/o iter )
0.958
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#5SEUSOTA
0.956
Hits@1· Extra Data· 2021-09-06
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment Code
#6PSRSOTA
0.908
Hits@1· Extra Data· 2021-08-11
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness Code
#7Dual-AMNSOTA
0.892
Hits@1· Extra Data· 2021-03-29
Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining Code
#8EMGCN
0.866
Hits@1· Extra Data
No paperCode
#9UMAEA (w/o surf)
0.857
Hits@1· Extra Data· 2023-07-30
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Code
#10MEAformer (w/o surf)
0.842
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#11UMAEA (w/o surf & iter )
0.801
Hits@1· Extra Data· 2023-07-30
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Code
#12MEAformer (w/o surf & iter )
0.764
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#13EVASOTA
0.762
Hits@1· Extra Data· 2020-09-28
Visual Pivoting for (Unsupervised) Entity Alignment Code
#14Zero Shot
0.6564
Hits@1· 2020-10-30
A Critical Assessment of State-of-the-Art in Entity Alignment Code