Blocking On Amazon Google

Candidate Set Size

Recall

Results

Performance results of various models on this benchmark

			Paper Title
Sparkly k=50	165900	99.2	Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching
Auto	68200	97.1	Deep learning for blocking in entity matching: a design space exploration
Sudowoodo	48390	97.3	Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation
BM25	40000	98.7	SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines
Sparkly k=10	33300	96.8	Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching
SC-Block	11000	99.6	SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines

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