SOTAVerified

Multi-modal Entity Alignment

Papers

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Showing 1–10 of 19 papers

TitleStatusHype
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal PerspectiveCode0
MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment—0
LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity AlignmentCode0
IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity AlignmentCode1
Progressively Modality Freezing for Multi-Modal Entity AlignmentCode1
Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment—0
Noise-powered Multi-modal Knowledge Graph Representation FrameworkCode1
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment—0
Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity AlignmentCode1
Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity AlignmentCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UMAEA (w/o surf)Hits@10.86—Unverified
2MEAformer (w/o surf)Hits@10.85—Unverified
3MCLEA (w/o surf)Hits@10.81—Unverified
4UMAEA (w/o surf & iter )Hits@10.8—Unverified
5MEAformer (w/o surf & w/o iter)Hits@10.77—Unverified
6EVA (w/o surf)Hits@10.75—Unverified
7MCLEA (w/o surf & w/o iter)Hits@10.73—Unverified
8EVA (w/o surf & w/o iter)Hits@10.68—Unverified
9MSNEA (w/o surf)Hits@10.65—Unverified
10MSNEA (w/o surf & w/o iter)Hits@10.61—Unverified