HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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HyperAI超神経

Entity Alignment On Dbp15K Ja 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
MEAformer (w/o surf)0.842MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Zero Shot0.6564A Critical Assessment of State-of-the-Art in Entity Alignment
UMAEA (w/o surf & iter )0.801Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
EVA0.762Visual Pivoting for (Unsupervised) Entity Alignment
SEU0.956From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
MEAformer0.991MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
PSR0.908Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
UMAEA (w/o surf)0.857Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
Unsup. MEAformer (w/o iter )0.958MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o iter )0.977MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Dual-AMN0.892Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
Unsup. MEAformer0.987MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
MEAformer (w/o surf & iter )0.764MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
EMGCN0.866Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
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