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Multi Modal Entity Alignment On Umvm Dbp Fr
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
| Paper Title | ||
|---|---|---|
| UMAEA (w/o surf) | 0.873 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment |
| MEAformer (w/o surf) | 0.845 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid |
| UMAEA (w/o surf & iter ) | 0.818 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment |
| MCLEA (w/o surf) | 0.808 | Multi-modal Contrastive Representation Learning for Entity Alignment |
| MEAformer (w/o surf & w/o iter) | 0.771 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid |
| EVA (w/o surf) | 0.765 | Visual Pivoting for (Unsupervised) Entity Alignment |
| MCLEA (w/o surf & w/o iter) | 0.719 | Multi-modal Contrastive Representation Learning for Entity Alignment |
| EVA (w/o surf & w/o iter) | 0.686 | Visual Pivoting for (Unsupervised) Entity Alignment |
| MSNEA (w/o surf) | 0.583 | Multi-modal Siamese Network for Entity Alignment |
| MSNEA (w/o surf & w/o iter) | 0.557 | Multi-modal Siamese Network for Entity Alignment |
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