Multi Modal Entity Alignment On Umvm Dbp Zh
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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 Title | Repository |
|---|---|---|---|
| EVA (w/o surf & w/o iter) | 0.683 | Visual Pivoting for (Unsupervised) Entity Alignment | - |
| EVA (w/o surf) | 0.750 | Visual Pivoting for (Unsupervised) Entity Alignment | - |
| UMAEA (w/o surf) | 0.856 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment | - |
| MCLEA (w/o surf) | 0.811 | Multi-modal Contrastive Representation Learning for Entity Alignment | - |
| MCLEA (w/o surf & w/o iter) | 0.726 | Multi-modal Contrastive Representation Learning for Entity Alignment | - |
| UMAEA (w/o surf & iter ) | 0.800 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment | - |
| MEAformer (w/o surf & w/o iter) | 0.772 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid | - |
| MEAformer (w/o surf) | 0.847 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid | - |
| MSNEA (w/o surf) | 0.648 | Multi-modal Siamese Network for Entity Alignment | |
| MSNEA (w/o surf & w/o iter) | 0.609 | Multi-modal Siamese Network for Entity Alignment |
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