Column Type Annotation on VizNet-Chorus
0.93Weighted F1Sherlock
Evaluation Results
| Method | Links | |
|---|---|---|
| SherlockEvaluation Protocol=Fine-tuned, Backbone=Sherlock, Training Dataset=VizNet2023.10 | 0.93 | |
| ArcheTypeEvaluation Protocol=Zero-shot, Backbone=GPT-42023.10 | 0.905 | |
| DoDuoEvaluation Protocol=Fine-tuned, Backbone=DoDuo, Training Dataset=VizNet2023.10 | 0.9 | |
| ArcheTypeEvaluation Protocol=Zero-shot, Backbone=T52023.10 | 0.885 | |
| ChorusEvaluation Protocol=Zero-shot, Backbone=GPT2023.10 | 0.865 | |
| DoDuoEvaluation Protocol=Fine-tuned, Backbone=DoDuo, Training Dataset=WikiTables2023.10 | 0.815 |