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Multi Modal Entity Alignment On Umvm Dbp Ja
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평가 결과
이 벤치마크에서 각 모델의 성능 결과
| Paper Title | ||
|---|---|---|
| UMAEA (w/o surf) | 0.857 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment |
| MEAformer (w/o surf) | 0.842 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid |
| MCLEA (w/o surf) | 0.805 | Multi-modal Contrastive Representation Learning for Entity Alignment |
| UMAEA (w/o surf & iter ) | 0.801 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment |
| MEAformer (w/o surf & w/o iter) | 0.764 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid |
| EVA (w/o surf) | 0.741 | 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) | 0.669 | Visual Pivoting for (Unsupervised) Entity Alignment |
| MSNEA (w/o surf) | 0.557 | Multi-modal Siamese Network for Entity Alignment |
| MSNEA (w/o surf & w/o iter) | 0.541 | Multi-modal Siamese Network for Entity Alignment |
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