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Entity Alignment On Dbp15K Ja En

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このベンチマークにおける各モデルのパフォーマンス結果

		Paper Title
MEAformer	0.991	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer	0.987	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o iter )	0.977	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer (w/o iter )	0.958	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
SEU	0.956	From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
PSR	0.908	Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
Dual-AMN	0.892	Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
EMGCN	0.866	Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
UMAEA (w/o surf)	0.857	Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
MEAformer (w/o surf)	0.842	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
UMAEA (w/o surf & iter )	0.801	Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
MEAformer (w/o surf & iter )	0.764	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EVA	0.762	Visual Pivoting for (Unsupervised) Entity Alignment
Zero Shot	0.6564	A Critical Assessment of State-of-the-Art in Entity Alignment

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Entity Alignment On Dbp15K Ja En | SOTA | HyperAI超神経