Column Type Prediction on VizNet
97.2Support-weighted F1TaBERT
Evaluation results
| Method | Links | |
|---|---|---|
| TaBERTTraining size (n)=all2021.05 | 97.2 | |
| TABBIE (FREQ)Training size (n)=all2021.05 | 96.9 | |
| TABBIE (MIX)Training size (n)=all2021.05 | 96.7 | |
| TABBIE (FREQ)Training size (n)=100002021.05 | 94.2 | |
| TABBIE (MIX)Training size (n)=100002021.05 | 93.8 | |
| TaBERTTraining size (n)=100002021.05 | 93.5 | |
| SATOTraining size (n)=all2021.05 | 90.8 | |
| SherlockTraining size (n)=all2021.05 | 86.7 | |
| TaBERTTraining size (n)=10002021.05 | 84.7 | |
| TABBIE (FREQ)Training size (n)=10002021.05 | 84.7 | |
| TABBIE (MIX)Training size (n)=10002021.05 | 84.1 |