Blocking On Abt Buy
평가 지표
Candidate Set Size
Recall
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | Candidate Set Size | Recall | Paper Title | Repository |
|---|---|---|---|---|
| Sudowoodo | 3276 | 88.6 | Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation | |
| Sparkly k=50 | 54500 | 99.2 | Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching | |
| BM25 | 8000 | 94.7 | SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines | |
| Sparkly k=10 | 10900 | 98.1 | Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching | |
| SC-Block | 5000 | 99.5 | SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines | |
| Auto | 21600 | 87.2 | Deep learning for blocking in entity matching: a design space exploration |
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