| Paper | Code | F1 (%) | ModelName | ReleaseDate |
|---|---|---|---|---|
| Supervised Contrastive Learning for Product Matching | ✓ Link | 98.33 | RoBERTa-SupCon | 2022-02-04 |
| Dual-Objective Fine-Tuning of BERT for Entity Matching | ✓ Link | 97.49 | JointBERT | 2021-06-01 |
| Intermediate Training of BERT for Product Matching | ✓ Link | 97.37 | BERT | 2020-08-31 |
| Entity Resolution with Hierarchical Graph Attention Networks | ✓ Link | 96.50 | HG | 2022-06-01 |
| Deep Entity Matching with Pre-Trained Language Models | ✓ Link | 95.45 | Ditto | 2020-04-01 |
| Profiling Entity Matching Benchmark Tasks | ✓ Link | 78.0 | Random Forest | 2020-10-19 |