HyperAI超神经

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HyperAI超神经

Entity Alignment On Dbp15K Ja En

评估指标

Hits@1

评测结果

各个模型在此基准测试上的表现结果

模型名称	Hits@1	Paper Title	Repository
MEAformer (w/o surf)	0.842	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Zero Shot	0.6564	A Critical Assessment of State-of-the-Art in Entity Alignment
UMAEA (w/o surf & iter )	0.801	Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
EVA	0.762	Visual Pivoting for (Unsupervised) Entity Alignment
SEU	0.956	From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
MEAformer	0.991	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
PSR	0.908	Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
UMAEA (w/o surf)	0.857	Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
Unsup. MEAformer (w/o iter )	0.958	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
Dual-AMN	0.892	Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
Unsup. MEAformer	0.987	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o surf & iter )	0.764	MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EMGCN	0.866	Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks

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