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Models/UMAEA (w/o surf)

UMAEA (w/o surf)

Reported on 27 benchmarks across 3 tasks · 1 paper · 21 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base27 results

Data IntegrationonUMVM-oea-d-w-v2
Hits@1· uses extra data· 2023-07-30
0.973
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonUMVM-dbp-fr-en
Hits@1· uses extra data· 2023-07-30
0.873
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonUMVM-oea-en-fr
Hits@1· uses extra data· 2023-07-30
0.895
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonUMVM-dbp-ja-en
Hits@1· uses extra data· 2023-07-30
0.857
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonUMVM-dbp-zh-en
Hits@1· uses extra data· 2023-07-30
0.856
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonUMVM-oea-en-de
Hits@1· uses extra data· 2023-07-30
0.974
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonUMVM-oea-d-w-v1
Hits@1· uses extra data· 2023-07-30
0.945
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-oea-d-w-v2
Hits@1· uses extra data· 2023-07-30
0.973
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-dbp-fr-en
Hits@1· uses extra data· 2023-07-30
0.873
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-oea-en-fr
Hits@1· uses extra data· 2023-07-30
0.895
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-dbp-ja-en
Hits@1· uses extra data· 2023-07-30
0.857
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-dbp-zh-en
Hits@1· uses extra data· 2023-07-30
0.856
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-oea-en-de
Hits@1· uses extra data· 2023-07-30
0.974
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonUMVM-oea-d-w-v1
Hits@1· uses extra data· 2023-07-30
0.945
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-oea-d-w-v2
Hits@1· uses extra data· 2023-07-30
0.973
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-dbp-fr-en
Hits@1· uses extra data· 2023-07-30
0.873
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-oea-en-fr
Hits@1· uses extra data· 2023-07-30
0.895
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-dbp-ja-en
Hits@1· uses extra data· 2023-07-30
0.857
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-dbp-zh-en
Hits@1· uses extra data· 2023-07-30
0.856
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-oea-en-de
Hits@1· uses extra data· 2023-07-30
0.974
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Multi-modal Entity AlignmentonUMVM-oea-d-w-v1
Hits@1· uses extra data· 2023-07-30
0.945
SOTA
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data IntegrationonDBP15k zh-en
Hits@1· uses extra data· 2023-07-30
0.856
best: 0.973 (MEAformer)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data Integrationondbp15k ja-en
Hits@1· uses extra data· 2023-07-30
0.857
best: 0.991 (MEAformer)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Data Integrationondbp15k fr-en
Hits@1· uses extra data· 2023-07-30
0.873
best: 0.996 (MEAformer)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity AlignmentonDBP15k zh-en
Hits@1· uses extra data· 2023-07-30
0.856
best: 0.973 (MEAformer)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity Alignmentondbp15k ja-en
Hits@1· uses extra data· 2023-07-30
0.857
best: 0.991 (MEAformer)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210
Entity Alignmentondbp15k fr-en
Hits@1· uses extra data· 2023-07-30
0.873
best: 0.996 (MEAformer)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment arXiv:2307.16210