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Entity Alignment On Dbp15K Fr En

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Hits@1

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Hits@1	Paper Title	Repository
Dual-AMN	0.954	Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
PSR	0.958	Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
MEAformer (w/o surf)	0.845	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EVA	0.793	Visual Pivoting for (Unsupervised) Entity Alignment
MEAformer	0.996	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EMGCN	0.940	Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
MEAformer (w/o surf & iter )	0.770	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
SEU	0.988	From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
Unsup. MEAformer (w/o iter )	0.973	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o iter )	0.991	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer	0.993	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Zero Shot	0.8370	A Critical Assessment of State-of-the-Art in Entity Alignment
UMAEA (w/o surf & iter )	0.818	Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
UMAEA (w/o surf)	0.873	Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment

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