Column Type Annotation On Viznet Sato Full
평가 지표
Macro-F1
Weighted-F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | Macro-F1 | Weighted-F1 | Paper Title | Repository |
|---|---|---|---|---|
| Sato | 75.6 | 90.2 | Sato: Contextual Semantic Type Detection in Tables | |
| DODUO | 84.6 | - | Annotating Columns with Pre-trained Language Models | |
| Watchog | 85.63 | - | Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation | - |
| TaBERT | - | 97.2 | TABBIE: Pretrained Representations of Tabular Data |
0 of 4 row(s) selected.