Data Integration on Abt-Buy

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	SC-Block	99.5	No	SC-Block: Supervised Contrastive Blocking within...	2023-03-06	Code
2	Sparkly k=50	99.2	No	-	-	Code
3	Sparkly k=10	98.1	No	-	-	Code
4	BM25	94.7	No	SC-Block: Supervised Contrastive Blocking within...	2023-03-06	Code
5	Sudowoodo	88.6	No	Sudowoodo: Contrastive Self-supervised Learning ...	2022-07-08	Code
6	Auto	87.2	No	-	-	Code

#1SC-BlockSOTA
99.5
Recall· 2023-03-06
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines Code
#2Sparkly k=50
99.2
Recall
No paperCode
#3Sparkly k=10
98.1
Recall
No paperCode
#4BM25
94.7
Recall· 2023-03-06
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines Code
#5SudowoodoSOTA
88.6
Recall· 2022-07-08
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation Code
#6Auto
87.2
Recall
No paperCode