| Paper | Code | Macro-F1 | Weighted-F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation | 85.63 | Watchog | 2023-12-12 | ||
| Annotating Columns with Pre-trained Language Models | ✓ Link | 84.6 | DODUO | 2021-04-05 | |
| Sato: Contextual Semantic Type Detection in Tables | ✓ Link | 75.6 | 90.2 | Sato | 2019-11-14 |
| TABBIE: Pretrained Representations of Tabular Data | ✓ Link | 97.2 | TaBERT | 2021-05-06 |