Multi Modal Entity Alignment On Umvm Dbp Fr
Metrics
Hits@1
Results
Performance results of various models on this benchmark
Model Name | Hits@1 | Paper Title | Repository |
|---|---|---|---|
| UMAEA (w/o surf & iter ) | 0.818 | 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) | 0.873 | Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment | |
| MCLEA (w/o surf & w/o iter) | 0.719 | Multi-modal Contrastive Representation Learning for Entity Alignment | |
| MSNEA (w/o surf) | 0.583 | Multi-modal Siamese Network for Entity Alignment | |
| MEAformer (w/o surf & w/o iter) | 0.771 | MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid | |
| MSNEA (w/o surf & w/o iter) | 0.557 | Multi-modal Siamese Network for Entity Alignment | |
| EVA (w/o surf) | 0.765 | Visual Pivoting for (Unsupervised) Entity Alignment | |
| EVA (w/o surf & w/o iter) | 0.686 | Visual Pivoting for (Unsupervised) Entity Alignment | |
| MCLEA (w/o surf) | 0.808 | Multi-modal Contrastive Representation Learning for Entity Alignment |
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