SOTAB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Type Annotation | SOTAB sch-s | Micro-F196.5 | 17 | |
| Semantic Type Annotation | SOTAB dbp | Micro-F185.2 | 12 | |
| Semantic Type Annotation | SOTABsch | Micro-F10.863 | 12 | |
| Column Type Annotation | SOTABsch-s Cross-Ontology | F1 Score73.1 | 10 | |
| Column Type Annotation (CTA) | SOTAB dbp | Micro-F191 | 9 | |
| Column Type Annotation (CTA) | SOTAB sch | Micro-F190.4 | 9 | |
| Column Type Annotation | SOTAB-27 | Micro-F10.643 | 9 | |
| Column Type Annotation | SOTAB 27+ | Micro-F166 | 9 | |
| Column Type Annotation | SOTAB (original train) | Precision90.87 | 9 | |
| Column Property Annotation | SOTAB sch-s | micro-F189.5 | 6 | |
| Column Property Annotation | SOTABsch | Micro-F191.7 | 6 | |
| Table Type Annotation | SOTABsch | Micro-F197.5 | 5 | |
| Column Type Annotation | SOTAB 91 (test) | Micro-F185.97 | 4 |
Showing 13 of 13 rows