VizNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Type Classification | VizNet (test) | Support-weighted F10.925 | 22 | |
| Column Type Annotation | VizNet | SW F192.5 | 11 | |
| Column Type Prediction | VizNet | Support-weighted F197.2 | 11 | |
| Column Type Annotation | VizNet to Semtab2019 50% (2725 col) | SW F179.9 | 10 | |
| Column Type Annotation | VizNet-Chorus | Weighted F10.93 | 6 | |
| Column matching | VizNet (test) | Precision85.5 | 6 | |
| Column matching | VizNet (val) | Precision83.69 | 6 | |
| Semantic Type Detection | VizNet D (test) | Macro F175.6 | 4 | |
| Semantic Type Detection | VizNet D_mult (multi-column tables) (test) | Macro F173.5 | 4 |
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