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Models/Sudowoodo

Sudowoodo

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Knowledge Base4 results

Data IntegrationonAbt-Buy
Candidate Set Size· 2022-07-08
3276
best: 54500 (Sparkly k=50)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122
Data IntegrationonAbt-Buy
Recall· 2022-07-08
88.6
best: 99.5 (SC-Block)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122
Data IntegrationonAmazon-Google
Candidate Set Size· 2022-07-08
48390
best: 165900 (Sparkly k=50)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122
Data IntegrationonAmazon-Google
Recall· 2022-07-08
97.3
best: 99.6 (SC-Block)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122

Natural Language Processing4 results

Entity ResolutiononAbt-Buy
Candidate Set Size· 2022-07-08
3276
best: 54500 (Sparkly k=50)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122
Entity ResolutiononAbt-Buy
Recall· 2022-07-08
88.6
best: 99.5 (SC-Block)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122
Entity ResolutiononAmazon-Google
Candidate Set Size· 2022-07-08
48390
best: 165900 (Sparkly k=50)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122
Entity ResolutiononAmazon-Google
Recall· 2022-07-08
97.3
best: 99.6 (SC-Block)
SOTA
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation arXiv:2207.04122