Data Integration on dbp15k fr-en

Metric: Hits@1 (higher is better)

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#	Model↕	Hits@1▼	Extra Data	Paper	Date↕	Code
1	MEAformer	0.996	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
2	Unsup. MEAformer	0.993	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
3	MEAformer (w/o iter )	0.991	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
4	SEU	0.988	Yes	From Alignment to Assignment: Frustratingly Simp...	2021-09-06	Code
5	Unsup. MEAformer (w/o iter )	0.973	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
6	PSR	0.958	Yes	Are Negative Samples Necessary in Entity Alignme...	2021-08-11	Code
7	Dual-AMN	0.954	Yes	Boosting the Speed of Entity Alignment 10*: Dual...	2021-03-29	Code
8	EMGCN	0.94	Yes	-	-	Code
9	UMAEA (w/o surf)	0.873	Yes	Rethinking Uncertainly Missing and Ambiguous Vis...	2023-07-30	Code
10	MEAformer (w/o surf)	0.845	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code
11	Zero Shot	0.837	No	A Critical Assessment of State-of-the-Art in Ent...	2020-10-30	Code
12	UMAEA (w/o surf & iter )	0.818	Yes	Rethinking Uncertainly Missing and Ambiguous Vis...	2023-07-30	Code
13	EVA	0.793	Yes	Visual Pivoting for (Unsupervised) Entity Alignm...	2020-09-28	Code
14	MEAformer (w/o surf & iter )	0.77	Yes	MEAformer: Multi-modal Entity Alignment Transfor...	2022-12-29	Code

#1MEAformerSOTA
0.996
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#2Unsup. MEAformer
0.993
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#3MEAformer (w/o iter )
0.991
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#4SEUSOTA
0.988
Hits@1· Extra Data· 2021-09-06
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment Code
#5Unsup. MEAformer (w/o iter )
0.973
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#6PSRSOTA
0.958
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
0.954
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
0.94
Hits@1· Extra Data
No paperCode
#9UMAEA (w/o surf)
0.873
Hits@1· Extra Data· 2023-07-30
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Code
#10MEAformer (w/o surf)
0.845
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code
#11Zero ShotSOTA
0.837
Hits@1· 2020-10-30
A Critical Assessment of State-of-the-Art in Entity Alignment Code
#12UMAEA (w/o surf & iter )
0.818
Hits@1· Extra Data· 2023-07-30
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Code
#13EVASOTA
0.793
Hits@1· Extra Data· 2020-09-28
Visual Pivoting for (Unsupervised) Entity Alignment Code
#14MEAformer (w/o surf & iter )
0.77
Hits@1· Extra Data· 2022-12-29
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Code