Entity Matching on DBLP-ACM DA (test)
100F1 ScoreSudowoodo
Evaluation results
| Method | Links | |
|---|---|---|
| SudowoodoTraining=Fully-supervised, Record Repair=false2022.07 | 100 | |
| SudowoodoTraining=Fully-supervised, Record Repair=true2022.07 | 100 | |
| DittoTraining=Fully-supervised2022.07 | 99 | |
| DeepMatcherTraining=Fully-supervised2022.07 | 98.5 | |
| ZeroERLearning Protocol=unsupervised2022.07 | 96 | |
| Auto-FuzzyJoinLearning Protocol=unsupervised2022.07 | 91.6 | |
| SudowoodoLearning Protocol=unsupervised, Optimization Modules=All (PL, Cls, Cut, RR)2022.07 | 91.6 | |
| Sudowoodo (-cut,-RR,-cls)Learning Protocol=unsupervised, Optimization Modules=Pseudo-labeling (PL) only2022.07 | 90.2 |