HyperAI超神経
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HyperAI超神経

Entity Alignment On Dbp15K Fr En

評価指標

Hits@1

評価結果

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

モデル名
Hits@1
Paper TitleRepository
Dual-AMN0.954Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
PSR0.958Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
MEAformer (w/o surf)0.845MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EVA0.793Visual Pivoting for (Unsupervised) Entity Alignment
MEAformer0.996MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EMGCN0.940Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
MEAformer (w/o surf & iter )0.770MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
SEU0.988From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
Unsup. MEAformer (w/o iter )0.973MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o iter )0.991MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Unsup. MEAformer0.993MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Zero Shot0.8370A Critical Assessment of State-of-the-Art in Entity Alignment
UMAEA (w/o surf & iter )0.818Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
UMAEA (w/o surf)0.873Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
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