Table 9 Performance with different baseline methods associated with a reference model.
From: An efficient learning based approach for automatic record deduplication with benchmark datasets
Dataset | F1-score | |||
|---|---|---|---|---|
avg | Avg-t | lstm | Lstm-t | |
Amazon-google | 0.66 | 0.86 | 0.81 | 0.823 |
Amazon-Walmart | 0.84 | 0.875 | 0.855 | 0.82 |
dblp-scholar | 0.96 | 0.965 | 0.975 | 0.98 |