Metric: F1 (%) (higher is better)
| # | Model↕ | F1 (%)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RoBERTa-SupCon | 98.33 | No | Supervised Contrastive Learning for Product Matc... | 2022-02-04 | Code |
| 2 | JointBERT | 97.49 | No | - | - | Code |
| 3 | BERT | 97.37 | Yes | - | - | Code |
| 4 | HG | 96.5 | No | - | - | Code |
| 5 | Ditto | 95.45 | No | Deep Entity Matching with Pre-Trained Language M... | 2020-04-01 | Code |
| 6 | Random Forest | 78 | No | - | - | Code |