Blocking On Abt Buy

Candidate Set Size

Recall

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

			Paper Title
Sparkly k=50	54500	99.2	Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching
Auto	21600	87.2	Deep learning for blocking in entity matching: a design space exploration
Sparkly k=10	10900	98.1	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
SC-Block	5000	99.5	SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines
Sudowoodo	3276	88.6	Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation

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