Entity Matching on AB (test)
81.7F1 ScoreSudowoodo
Evaluation Results
| Method | Links | |
|---|---|---|
| SudowoodoLabel Budget=500, Ablation configuration=-cut2022.07 | 81.7 | |
| SudowoodoLabel Budget=5002022.07 | 81.1 | |
| SudowoodoLabel Budget=500, Ablation configuration=-cut,-RR2022.07 | 81 | |
| RotomLabel Budget=7502022.07 | 80.1 | |
| SudowoodoLabel Budget=500, Ablation configuration=-RR2022.07 | 79.6 | |
| DittoLabel Budget=7502022.07 | 79.4 | |
| SudowoodoLabel Budget=500, Ablation configuration=-cut,-RR,-cls2022.07 | 75.8 | |
| Sudowoodo (-cut,-RR,-cls)Learning Protocol=unsupervised, Optimization Modules=Pseudo-labeling (PL) only2022.07 | 75.2 | |
| SudowoodoLearning Protocol=unsupervised, Optimization Modules=All (PL, Cls, Cut, RR)2022.07 | 74.8 | |
| SudowoodoLabel Budget=500, Ablation configuration=-cls2022.07 | 74.8 | |
| SudowoodoLabel Budget=500, Ablation configuration=-PL2022.07 | 73.9 | |
| DittoLabel Budget=5002022.07 | 70.1 | |
| RotomLabel Budget=5002022.07 | 69.7 | |
| SimCLRLabel Budget=5002022.07 | 65.7 | |
| DeepMatcherLabel Budget=Full2022.07 | 62.8 | |
| Auto-FuzzyJoinLearning Protocol=unsupervised2022.07 | 61.3 | |
| ZeroERLearning Protocol=unsupervised2022.07 | 52 |