Multi Modal Entity Alignment On Umvm Dbp Zh
评估指标
Hits@1
评测结果
各个模型在此基准测试上的表现结果
模型名称 | 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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