Semantic Type Annotation on SOTABsch
0.863Micro-F1Doduo (BERT)
Evaluation results
| Method | Links | |
|---|---|---|
| Doduo (BERT)Category=Supervised (Reference)2026.03 | 0.863 | |
| ArcheTypeFT (Llama-7B)Category=Supervised (Reference)2026.03 | 0.851 | |
| ZTab-per (GPT-4.1-mini,GPT-4.1-mini)Category=Zero-shot2026.03 | 0.792 | |
| ZTab-per (GPT-4o,GPT-4o)Category=Zero-shot2026.03 | 0.786 | |
| CENTS (GPT-4o)Category=Zero-shot2026.03 | 0.781 | |
| ZTab-per (GPT-4o-mini,GPT-4o-mini)Category=Zero-shot2026.03 | 0.776 | |
| ZTab-per (GPT-3.5,GPT-3.5)Category=Zero-shot2026.03 | 0.773 | |
| CENTS (GPT-4.1-mini)Category=Zero-shot2026.03 | 0.76 | |
| GPT-3.5-basedCategory=Zero-shot2026.03 | 0.64 | |
| Chorus (GPT-3.5)Category=Zero-shot2026.03 | 0.603 | |
| CENTS (GPT-4o-mini)Category=Zero-shot2026.03 | 0.598 | |
| CENTS (GPT-3.5)Category=Zero-shot2026.03 | 0.497 |